diff --git a/.gitignore b/.gitignore index 7a61c598c99f75..d3976f46132e8c 100644 --- a/.gitignore +++ b/.gitignore @@ -153,3 +153,4 @@ compile_commands.json .github .worktrees/ +.worktree_initialized diff --git a/be/src/core/data_type/data_type_timestamptz.h b/be/src/core/data_type/data_type_timestamptz.h index 4a3fba0616cc45..b386402cb49696 100644 --- a/be/src/core/data_type/data_type_timestamptz.h +++ b/be/src/core/data_type/data_type_timestamptz.h @@ -56,6 +56,10 @@ class DataTypeTimeStampTz final : public DataTypeNumberBaseset_scale(_scale); + } + void to_pb_column_meta(PColumnMeta* col_meta) const override { DataTypeNumberBase::to_pb_column_meta(col_meta); col_meta->mutable_decimal_param()->set_scale(_scale); diff --git a/be/src/core/data_type_serde/data_type_datetimev2_serde.cpp b/be/src/core/data_type_serde/data_type_datetimev2_serde.cpp index ca84996ea45306..8cc45ce1af169f 100644 --- a/be/src/core/data_type_serde/data_type_datetimev2_serde.cpp +++ b/be/src/core/data_type_serde/data_type_datetimev2_serde.cpp @@ -28,6 +28,7 @@ #include "core/data_type/data_type_decimal.h" #include "core/data_type/data_type_number.h" #include "core/data_type/primitive_type.h" +#include "core/data_type_serde/decoded_column_view.h" #include "core/types.h" #include "core/value/vdatetime_value.h" #include "exprs/function/cast/cast_to_datetimev2_impl.hpp" @@ -43,6 +44,95 @@ enum { namespace doris { static const int64_t micro_to_nano_second = 1000; +namespace { + +#pragma pack(1) +struct DecodedInt96Timestamp { + int64_t nanos_of_day; + int32_t julian_day; + + int64_t to_timestamp_micros() const { + static constexpr int32_t JULIAN_EPOCH_OFFSET_DAYS = 2440588; + static constexpr int64_t MICROS_IN_DAY = 86400000000; + static constexpr int64_t NANOS_PER_MICROSECOND = 1000; + return (julian_day - JULIAN_EPOCH_OFFSET_DAYS) * MICROS_IN_DAY + + nanos_of_day / NANOS_PER_MICROSECOND; + } +}; +#pragma pack() +static_assert(sizeof(DecodedInt96Timestamp) == 12); + +Status append_datetimev2_from_epoch_micros(ColumnDateTimeV2::Container& data, + int64_t timestamp_micros) { + static constexpr int64_t MICROS_PER_SECOND = 1000000; + static constexpr int64_t MICROS_PER_MINUTE = MICROS_PER_SECOND * 60; + static constexpr int64_t MICROS_PER_HOUR = MICROS_PER_MINUTE * 60; + static constexpr int64_t MICROS_PER_DAY = MICROS_PER_HOUR * 24; + static const int64_t EPOCH_DAYNR = calc_daynr(1970, 1, 1); + + int64_t days_since_epoch = timestamp_micros / MICROS_PER_DAY; + int64_t micros_of_day = timestamp_micros % MICROS_PER_DAY; + if (micros_of_day < 0) { + micros_of_day += MICROS_PER_DAY; + --days_since_epoch; + } + + const int64_t daynr = EPOCH_DAYNR + days_since_epoch; + if (daynr <= 0) { + return Status::DataQualityError( + "Decoded DATETIMEV2 timestamp is out of range: micros={}, daynr={}", + timestamp_micros, daynr); + } + + DateV2Value datetime_value; + if (!datetime_value.get_date_from_daynr(static_cast(daynr))) { + return Status::DataQualityError( + "Decoded DATETIMEV2 timestamp is out of range: micros={}, daynr={}", + timestamp_micros, daynr); + } + + const auto hour = static_cast(micros_of_day / MICROS_PER_HOUR); + micros_of_day %= MICROS_PER_HOUR; + const auto minute = static_cast(micros_of_day / MICROS_PER_MINUTE); + micros_of_day %= MICROS_PER_MINUTE; + const auto second = static_cast(micros_of_day / MICROS_PER_SECOND); + const auto microsecond = static_cast(micros_of_day % MICROS_PER_SECOND); + datetime_value.unchecked_set_time(datetime_value.year(), datetime_value.month(), + datetime_value.day(), hour, minute, second, microsecond); + data.push_back(datetime_value); + return Status::OK(); +} + +void append_datetimev2_from_utc_epoch_micros(ColumnDateTimeV2::Container& data, + int64_t timestamp_micros, + const cctz::time_zone& timezone) { + static constexpr int64_t MICROS_PER_SECOND = 1000000; + + int64_t epoch_seconds = timestamp_micros / MICROS_PER_SECOND; + int64_t micros_of_second = timestamp_micros % MICROS_PER_SECOND; + if (micros_of_second < 0) { + micros_of_second += MICROS_PER_SECOND; + --epoch_seconds; + } + + DateV2Value datetime_value; + datetime_value.from_unixtime(epoch_seconds, timezone); + datetime_value.set_microsecond(static_cast(micros_of_second)); + data.push_back(datetime_value); +} + +int64_t decoded_timestamp_micros(const DecodedColumnView& view, int64_t value) { + if (view.time_unit == DecodedTimeUnit::MILLIS) { + return value * 1000; + } + if (view.time_unit == DecodedTimeUnit::NANOS) { + return value / 1000; + } + return value; +} + +} // namespace + // NOLINTBEGIN(readability-function-size) // NOLINTBEGIN(readability-function-cognitive-complexity) Status DataTypeDateTimeV2SerDe::from_string_batch(const ColumnString& col_str, @@ -451,6 +541,64 @@ Status DataTypeDateTimeV2SerDe::read_column_from_arrow(IColumn& column, return Status::OK(); } +Status DataTypeDateTimeV2SerDe::read_column_from_decoded_values( + IColumn& column, const DecodedColumnView& view) const { + if (view.value_kind != DecodedValueKind::INT64 && view.value_kind != DecodedValueKind::INT96) { + return decoded_column_view_handle_conversion_failure( + column, view, + Status::NotSupported("DATETIMEV2 decoded reader expects INT64 or INT96 source")); + } + if (view.values == nullptr && decoded_column_view_has_non_null_value(view)) { + return Status::Corruption("Decoded value buffer is null for {}", column.get_name()); + } + auto& data = assert_cast(column).get_data(); + const auto old_size = data.size(); + if (view.value_kind == DecodedValueKind::INT96) { + const auto* values = reinterpret_cast(view.values); + for (int64_t row = 0; row < view.row_count; ++row) { + if (decoded_column_view_row_is_null(view, row)) { + data.push_back(DateV2Value()); + continue; + } + auto st = append_datetimev2_from_epoch_micros(data, values[row].to_timestamp_micros()); + if (!st.ok()) { + if (decoded_column_view_can_null_on_conversion_failure(view)) { + decoded_column_view_insert_null_on_conversion_failure(column, view, row); + continue; + } + data.resize(old_size); + return st; + } + } + return Status::OK(); + } + + const auto* values = reinterpret_cast(view.values); + static const auto utc_timezone = cctz::utc_time_zone(); + const auto& timezone = view.timezone == nullptr ? utc_timezone : *view.timezone; + for (int64_t row = 0; row < view.row_count; ++row) { + if (decoded_column_view_row_is_null(view, row)) { + data.push_back(DateV2Value()); + continue; + } + const int64_t timestamp_micros = decoded_timestamp_micros(view, values[row]); + if (view.timestamp_is_adjusted_to_utc) { + append_datetimev2_from_utc_epoch_micros(data, timestamp_micros, timezone); + } else { + auto st = append_datetimev2_from_epoch_micros(data, timestamp_micros); + if (!st.ok()) { + if (decoded_column_view_can_null_on_conversion_failure(view)) { + decoded_column_view_insert_null_on_conversion_failure(column, view, row); + continue; + } + data.resize(old_size); + return st; + } + } + } + return Status::OK(); +} + Status DataTypeDateTimeV2SerDe::write_column_to_mysql_binary(const IColumn& column, MysqlRowBinaryBuffer& result, int64_t row_idx, bool col_const, diff --git a/be/src/core/data_type_serde/data_type_datetimev2_serde.h b/be/src/core/data_type_serde/data_type_datetimev2_serde.h index 0389432a621730..34d0373eba1c34 100644 --- a/be/src/core/data_type_serde/data_type_datetimev2_serde.h +++ b/be/src/core/data_type_serde/data_type_datetimev2_serde.h @@ -88,6 +88,8 @@ class DataTypeDateTimeV2SerDe : public DataTypeNumberSerDe(column).get_data(); + const auto* values = reinterpret_cast(view.values); + for (int64_t row = 0; row < view.row_count; ++row) { + if (decoded_column_view_row_is_null(view, row)) { + data.push_back(DateV2Value()); + continue; + } + DateV2Value date_v2; + date_v2.get_date_from_daynr(values[row] + date_threshold); + data.push_back(date_v2); + } + return Status::OK(); +} + Status DataTypeDateV2SerDe::write_column_to_mysql_binary(const IColumn& column, MysqlRowBinaryBuffer& result, int64_t row_idx, bool col_const, diff --git a/be/src/core/data_type_serde/data_type_datev2_serde.h b/be/src/core/data_type_serde/data_type_datev2_serde.h index 0375f9be4b4b23..ff985d61345d5a 100644 --- a/be/src/core/data_type_serde/data_type_datev2_serde.h +++ b/be/src/core/data_type_serde/data_type_datev2_serde.h @@ -86,6 +86,8 @@ class DataTypeDateV2SerDe : public DataTypeNumberSerDe +NativeType decode_big_endian_signed_integer(const uint8_t* data, int length) { + if constexpr (std::is_same_v) { + NativeType value = data != nullptr && length > 0 && (data[0] & 0x80) != 0 ? NativeType(-1) + : NativeType(0); + for (int i = 0; i < length; ++i) { + value = (value << 8) + NativeType(data[i]); + } + return value; + } else { + using UnsignedNativeType = + std::conditional_t, unsigned __int128, + std::make_unsigned_t>; + UnsignedNativeType value = data != nullptr && length > 0 && (data[0] & 0x80) != 0 + ? static_cast(-1) + : 0; + for (int i = 0; i < length; ++i) { + value = static_cast((value << 8) | data[i]); + } + return static_cast(value); + } +} + +template +bool decoded_decimal_value_fits(const typename PrimitiveTypeTraits::CppType::NativeType& value, + UInt32 precision) { + return value >= min_decimal_value(precision).value && + value <= max_decimal_value(precision).value; +} + +template +bool decoded_decimal_int_value_fits(Int128 value, UInt32 precision) { + using NativeType = typename PrimitiveTypeTraits::CppType::NativeType; + if constexpr (std::is_same_v) { + const auto wide_value = wide::Int256(value); + return decoded_decimal_value_fits(wide_value, precision); + } else { + return value >= static_cast(min_decimal_value(precision).value) && + value <= static_cast(max_decimal_value(precision).value); + } +} + +template +Status read_decimal_decoded_value(const DecodedColumnView& view, UInt32 precision, int64_t row, + typename PrimitiveTypeTraits::CppType* result) { + using FieldType = typename PrimitiveTypeTraits::CppType; + using NativeType = typename FieldType::NativeType; + NativeType native_value; + if (view.value_kind == DecodedValueKind::INT32) { + const auto* values = reinterpret_cast(view.values); + const auto value = static_cast(values[row]); + if (!decoded_decimal_int_value_fits(value, precision)) { + return Status::DataQualityError("Decoded decimal value is out of range"); + } + native_value = NativeType(value); + } else if (view.value_kind == DecodedValueKind::INT64) { + const auto* values = reinterpret_cast(view.values); + const auto value = static_cast(values[row]); + if (!decoded_decimal_int_value_fits(value, precision)) { + return Status::DataQualityError("Decoded decimal value is out of range"); + } + native_value = NativeType(value); + } else { + const auto& value = (*view.binary_values)[row]; + const auto length = view.value_kind == DecodedValueKind::FIXED_BINARY + ? view.fixed_length + : cast_set(value.size); + if (length > static_cast(sizeof(NativeType))) { + return Status::DataQualityError("Decoded decimal binary value is too wide: length={}", + length); + } + native_value = decode_big_endian_signed_integer( + reinterpret_cast(value.data), length); + } + if (!decoded_decimal_value_fits(native_value, precision)) { + return Status::DataQualityError("Decoded decimal value is out of range"); + } + *result = FieldType {native_value}; + return Status::OK(); +} + +template +Status read_decimal_decoded_values(IColumn& column, const DecodedColumnView& view, + UInt32 precision) { + if (view.value_kind == DecodedValueKind::INT32 || view.value_kind == DecodedValueKind::INT64) { + if (view.values == nullptr && decoded_column_view_has_non_null_value(view)) { + return Status::Corruption("Decoded value buffer is null for {}", column.get_name()); + } + } else if (view.binary_values == nullptr && decoded_column_view_has_non_null_value(view)) { + return Status::Corruption("Decoded binary values are null for {}", column.get_name()); + } + auto& data = assert_cast&>(column).get_data(); + const auto old_size = data.size(); + for (int64_t row = 0; row < view.row_count; ++row) { + if (decoded_column_view_row_is_null(view, row)) { + data.push_back(typename PrimitiveTypeTraits::CppType()); + continue; + } + if (view.value_kind == DecodedValueKind::BINARY || + view.value_kind == DecodedValueKind::FIXED_BINARY) { + const auto& value = (*view.binary_values)[row]; + const auto length = view.value_kind == DecodedValueKind::FIXED_BINARY + ? view.fixed_length + : cast_set(value.size); + if (value.data == nullptr && length > 0) { + if (decoded_column_view_can_null_on_conversion_failure(view)) { + decoded_column_view_insert_null_on_conversion_failure(column, view, row); + continue; + } + return Status::Corruption("Decoded decimal binary value is null for {} at row {}", + column.get_name(), row); + } + } + typename PrimitiveTypeTraits::CppType value; + auto st = read_decimal_decoded_value(view, precision, row, &value); + if (!st.ok()) { + if (decoded_column_view_can_null_on_conversion_failure(view)) { + decoded_column_view_insert_null_on_conversion_failure(column, view, row); + continue; + } + data.resize(old_size); + st.prepend(fmt::format( + "Failed to decode decimal value for {} at row {}: ", column.get_name(), row)); + return st; + } + data.push_back(value); + } + return Status::OK(); +} + +} // namespace template Status DataTypeDecimalSerDe::from_string_batch(const ColumnString& str, ColumnNullable& column, @@ -371,6 +505,24 @@ Status DataTypeDecimalSerDe::read_column_from_arrow(IColumn& column, return Status::OK(); } +template +Status DataTypeDecimalSerDe::read_column_from_decoded_values( + IColumn& column, const DecodedColumnView& view) const { + if constexpr (T == TYPE_DECIMAL32 || T == TYPE_DECIMAL64 || T == TYPE_DECIMAL128I || + T == TYPE_DECIMAL256) { + if (view.value_kind == DecodedValueKind::INT32 || + view.value_kind == DecodedValueKind::INT64 || + view.value_kind == DecodedValueKind::BINARY || + view.value_kind == DecodedValueKind::FIXED_BINARY) { + return read_decimal_decoded_values(column, view, precision); + } + } + return decoded_column_view_handle_conversion_failure( + column, view, + Status::NotSupported("Unsupported decoded values for {} from source kind {}", + get_name(), static_cast(view.value_kind))); +} + template Status DataTypeDecimalSerDe::write_column_to_mysql_binary(const IColumn& column, MysqlRowBinaryBuffer& result, diff --git a/be/src/core/data_type_serde/data_type_decimal_serde.h b/be/src/core/data_type_serde/data_type_decimal_serde.h index 0185672e024718..089835a21be955 100644 --- a/be/src/core/data_type_serde/data_type_decimal_serde.h +++ b/be/src/core/data_type_serde/data_type_decimal_serde.h @@ -107,6 +107,8 @@ class DataTypeDecimalSerDe : public DataTypeSerDe { const cctz::time_zone& ctz) const override; Status read_column_from_arrow(IColumn& column, const arrow::Array* arrow_array, int64_t start, int64_t end, const cctz::time_zone& ctz) const override; + Status read_column_from_decoded_values(IColumn& column, + const DecodedColumnView& view) const override; Status write_column_to_mysql_binary(const IColumn& column, MysqlRowBinaryBuffer& row_buffer, int64_t row_idx, bool col_const, const FormatOptions& options) const override; diff --git a/be/src/core/data_type_serde/data_type_nullable_serde.cpp b/be/src/core/data_type_serde/data_type_nullable_serde.cpp index a93f8d6126c7d5..7c6ce46e1cd960 100644 --- a/be/src/core/data_type_serde/data_type_nullable_serde.cpp +++ b/be/src/core/data_type_serde/data_type_nullable_serde.cpp @@ -22,7 +22,7 @@ #include #include -#include +#include #include "core/assert_cast.h" #include "core/column/column.h" @@ -31,10 +31,12 @@ #include "core/column/column_vector.h" #include "core/data_type_serde/data_type_serde.h" #include "core/data_type_serde/data_type_string_serde.h" +#include "core/data_type_serde/decoded_column_view.h" #include "exprs/function/cast/cast_base.h" #include "format/transformer/vcsv_transformer.h" #include "util/jsonb_document.h" #include "util/jsonb_writer.h" +#include "util/simd/bits.h" namespace doris { class Arena; @@ -350,6 +352,39 @@ Status DataTypeNullableSerDe::read_column_from_arrow(IColumn& column, ctz); } +Status DataTypeNullableSerDe::read_column_from_decoded_values(IColumn& column, + const DecodedColumnView& view) const { + auto& nullable_column = assert_cast(column); + auto& null_map = nullable_column.get_null_map_data(); + const auto old_size = null_map.size(); + auto& nested_column = nullable_column.get_nested_column(); + const auto old_nested_size = nested_column.size(); + null_map.resize(null_map.size() + view.row_count); + if (view.null_map == nullptr) { + // No null value + memset(null_map.data() + old_size, 0, view.row_count); + } else { + // TODO: skip if no null in map + auto* dst = null_map.data() + old_size; + memcpy(dst, view.null_map, view.row_count); + // If there are all null values, we can skip reading nested column and just insert defaults. + if (simd::count_zero_num(reinterpret_cast(view.null_map), view.row_count) == + 0) { + nested_column.insert_many_defaults(view.row_count); + return Status::OK(); + } + } + DecodedColumnView nested_view = view; + nested_view.conversion_failure_null_map = &null_map; + nested_view.conversion_failure_null_map_offset = old_size; + auto st = nested_serde->read_column_from_decoded_values(nested_column, nested_view); + if (!st.ok()) { + null_map.resize(old_size); + nested_column.resize(old_nested_size); + } + return st; +} + bool DataTypeNullableSerDe::write_column_to_mysql_text(const IColumn& column, BufferWritable& bw, int64_t row_idx, const FormatOptions& options) const { diff --git a/be/src/core/data_type_serde/data_type_nullable_serde.h b/be/src/core/data_type_serde/data_type_nullable_serde.h index 6e069444483b87..ee1eab51941ecb 100644 --- a/be/src/core/data_type_serde/data_type_nullable_serde.h +++ b/be/src/core/data_type_serde/data_type_nullable_serde.h @@ -86,6 +86,8 @@ class DataTypeNullableSerDe : public DataTypeSerDe { const cctz::time_zone& ctz) const override; Status read_column_from_arrow(IColumn& column, const arrow::Array* arrow_array, int64_t start, int64_t end, const cctz::time_zone& ctz) const override; + Status read_column_from_decoded_values(IColumn& column, + const DecodedColumnView& view) const override; Status write_column_to_mysql_binary(const IColumn& column, MysqlRowBinaryBuffer& row_buffer, int64_t row_idx, bool col_const, const FormatOptions& options) const override; diff --git a/be/src/core/data_type_serde/data_type_number_serde.cpp b/be/src/core/data_type_serde/data_type_number_serde.cpp index 2124547c2f89f1..3c99a53b5b07bf 100644 --- a/be/src/core/data_type_serde/data_type_number_serde.cpp +++ b/be/src/core/data_type_serde/data_type_number_serde.cpp @@ -20,6 +20,8 @@ #include #include +#include +#include #include "common/exception.h" #include "common/status.h" @@ -27,6 +29,7 @@ #include "core/data_type/define_primitive_type.h" #include "core/data_type/primitive_type.h" #include "core/data_type_serde/data_type_serde.h" +#include "core/data_type_serde/decoded_column_view.h" #include "core/packed_int128.h" #include "core/types.h" #include "core/value/timestamptz_value.h" @@ -43,6 +46,137 @@ #include "util/unaligned.h" namespace doris { +namespace { + +template +const NativeType* decoded_values_as(const DecodedColumnView& view) { + return reinterpret_cast(view.values); +} + +template +bool decoded_number_value_fits(SourceType value) { + if constexpr (std::is_floating_point_v) { + return true; + } else if constexpr (std::is_same_v) { + return value == SourceType(0) || value == SourceType(1); + } else if constexpr (std::is_signed_v) { + const auto int128_value = static_cast(value); + return int128_value >= static_cast(std::numeric_limits::lowest()) && + int128_value <= static_cast(std::numeric_limits::max()); + } else { + const auto uint128_value = static_cast(value); + if constexpr (std::is_signed_v) { + return uint128_value <= + static_cast(std::numeric_limits::max()); + } else { + return uint128_value <= + static_cast(std::numeric_limits::max()); + } + } +} + +template +Status read_number_decoded_values(IColumn& column, const DecodedColumnView& view) { + if (view.values == nullptr && decoded_column_view_has_non_null_value(view)) { + return Status::Corruption("Decoded value buffer is null for {}", column.get_name()); + } + auto& data = + assert_cast::ColumnType&>(column).get_data(); + const auto old_size = data.size(); + const auto* values = decoded_values_as(view); + for (int64_t row = 0; row < view.row_count; ++row) { + using DorisCppType = typename PrimitiveTypeTraits::CppType; + if (decoded_column_view_row_is_null(view, row)) { + data.push_back(DorisCppType()); + continue; + } + if (!decoded_number_value_fits(values[row])) { + if (decoded_column_view_can_null_on_conversion_failure(view)) { + decoded_column_view_insert_null_on_conversion_failure(column, view, row); + continue; + } + data.resize(old_size); + return Status::DataQualityError("Decoded value is out of range for {} at row {}", + column.get_name(), row); + } + data.push_back(static_cast(values[row])); + } + return Status::OK(); +} + +template +Status read_logical_integer_decoded_values_as(IColumn& column, const DecodedColumnView& view) { + if (view.values == nullptr && decoded_column_view_has_non_null_value(view)) { + return Status::Corruption("Decoded value buffer is null for {}", column.get_name()); + } + auto& data = + assert_cast::ColumnType&>(column).get_data(); + const auto old_size = data.size(); + const auto* values = decoded_values_as(view); + for (int64_t row = 0; row < view.row_count; ++row) { + using DorisCppType = typename PrimitiveTypeTraits::CppType; + if (decoded_column_view_row_is_null(view, row)) { + data.push_back(DorisCppType()); + continue; + } + const auto logical_value = static_cast(values[row]); + if (!decoded_number_value_fits(logical_value)) { + if (decoded_column_view_can_null_on_conversion_failure(view)) { + decoded_column_view_insert_null_on_conversion_failure(column, view, row); + continue; + } + data.resize(old_size); + return Status::DataQualityError( + "Decoded logical integer value is out of range for {} at row {}", + column.get_name(), row); + } + data.push_back(static_cast(logical_value)); + } + return Status::OK(); +} + +template +Status read_integer_decoded_values(IColumn& column, const DecodedColumnView& view) { + if (view.logical_integer_bit_width <= 0) { + return read_number_decoded_values(column, view); + } + + if (view.logical_integer_is_signed) { + switch (view.logical_integer_bit_width) { + case 8: + return read_logical_integer_decoded_values_as(column, + view); + case 16: + return read_logical_integer_decoded_values_as(column, + view); + case 32: + return read_logical_integer_decoded_values_as(column, + view); + case 64: + return read_logical_integer_decoded_values_as(column, + view); + default: + return Status::NotSupported("Unsupported decoded logical integer bit width {} for {}", + view.logical_integer_bit_width, column.get_name()); + } + } + + switch (view.logical_integer_bit_width) { + case 8: + return read_logical_integer_decoded_values_as(column, view); + case 16: + return read_logical_integer_decoded_values_as(column, view); + case 32: + return read_logical_integer_decoded_values_as(column, view); + case 64: + return read_logical_integer_decoded_values_as(column, view); + default: + return Status::NotSupported("Unsupported decoded logical integer bit width {} for {}", + view.logical_integer_bit_width, column.get_name()); + } +} + +} // namespace // Type map的基本结构 template struct TypeMap { @@ -157,6 +291,42 @@ Status DataTypeNumberSerDe::write_column_to_arrow(const IColumn& column, cons return Status::OK(); } +template +Status DataTypeNumberSerDe::read_column_from_decoded_values( + IColumn& column, const DecodedColumnView& view) const { + if constexpr (T == TYPE_BOOLEAN) { + if (view.value_kind == DecodedValueKind::BOOL) { + return read_number_decoded_values(column, view); + } + } else if constexpr (T == TYPE_TINYINT || T == TYPE_SMALLINT || T == TYPE_INT || + T == TYPE_BIGINT || T == TYPE_LARGEINT) { + if (view.value_kind == DecodedValueKind::INT32) { + return read_integer_decoded_values(column, view); + } + if (view.value_kind == DecodedValueKind::UINT32) { + return read_integer_decoded_values(column, view); + } + if (view.value_kind == DecodedValueKind::INT64) { + return read_integer_decoded_values(column, view); + } + if (view.value_kind == DecodedValueKind::UINT64) { + return read_integer_decoded_values(column, view); + } + } else if constexpr (T == TYPE_FLOAT) { + if (view.value_kind == DecodedValueKind::FLOAT) { + return read_number_decoded_values(column, view); + } + } else if constexpr (T == TYPE_DOUBLE) { + if (view.value_kind == DecodedValueKind::DOUBLE) { + return read_number_decoded_values(column, view); + } + } + return decoded_column_view_handle_conversion_failure( + column, view, + Status::NotSupported("Unsupported decoded values for {} from source kind {}", + get_name(), static_cast(view.value_kind))); +} + template Status DataTypeNumberSerDe::deserialize_one_cell_from_json(IColumn& column, Slice& slice, const FormatOptions& options) const { diff --git a/be/src/core/data_type_serde/data_type_number_serde.h b/be/src/core/data_type_serde/data_type_number_serde.h index b57f9f9d21298d..0e0a3acfc1aed7 100644 --- a/be/src/core/data_type_serde/data_type_number_serde.h +++ b/be/src/core/data_type_serde/data_type_number_serde.h @@ -117,6 +117,9 @@ class DataTypeNumberSerDe : public DataTypeSerDe { Status read_column_from_arrow(IColumn& column, const arrow::Array* arrow_array, int64_t start, int64_t end, const cctz::time_zone& ctz) const override; + Status read_column_from_decoded_values(IColumn& column, + const DecodedColumnView& view) const override; + Status write_column_to_mysql_binary(const IColumn& column, MysqlRowBinaryBuffer& row_buffer, int64_t row_idx, bool col_const, const FormatOptions& options) const override; diff --git a/be/src/core/data_type_serde/data_type_serde.cpp b/be/src/core/data_type_serde/data_type_serde.cpp index ac688ae6c307a3..728cafab3469fd 100644 --- a/be/src/core/data_type_serde/data_type_serde.cpp +++ b/be/src/core/data_type_serde/data_type_serde.cpp @@ -34,6 +34,54 @@ namespace doris { DataTypeSerDe::~DataTypeSerDe() = default; +bool decoded_column_view_can_null_on_conversion_failure(const DecodedColumnView& view) { + return !view.enable_strict_mode && view.conversion_failure_null_map != nullptr; +} + +void decoded_column_view_insert_null_on_conversion_failure(IColumn& column, + const DecodedColumnView& view, + int64_t row) { + DORIS_CHECK(decoded_column_view_can_null_on_conversion_failure(view)); + DORIS_CHECK(row >= 0); + DORIS_CHECK(row < view.row_count); + DORIS_CHECK(view.conversion_failure_null_map_offset >= 0); + const auto null_map_row = view.conversion_failure_null_map_offset + row; + DORIS_CHECK(null_map_row >= 0); + DORIS_CHECK(static_cast(null_map_row) < view.conversion_failure_null_map->size()); + column.insert_default(); + (*view.conversion_failure_null_map)[null_map_row] = 1; +} + +Status decoded_column_view_handle_conversion_failure(IColumn& column, const DecodedColumnView& view, + const Status& status) { + if (!decoded_column_view_can_null_on_conversion_failure(view)) { + return status; + } + for (int64_t row = 0; row < view.row_count; ++row) { + decoded_column_view_insert_null_on_conversion_failure(column, view, row); + } + return Status::OK(); +} + +Status DataTypeSerDe::read_column_from_decoded_values(IColumn& column, + const DecodedColumnView& view) const { + return decoded_column_view_handle_conversion_failure( + column, view, + Status::NotSupported("read_column_from_decoded_values is not supported for {}", + get_name())); +} + +Status DataTypeSerDe::read_field_from_decoded_value(const IDataType& data_type, Field* field, + const DecodedColumnView& view) const { + DORIS_CHECK(field != nullptr); + DORIS_CHECK(view.row_count == 1); + auto column = data_type.create_column(); + RETURN_IF_ERROR(read_column_from_decoded_values(*column, view)); + DORIS_CHECK(column->size() == 1); + column->get(0, *field); + return Status::OK(); +} + DataTypeSerDeSPtrs create_data_type_serdes(const DataTypes& types) { DataTypeSerDeSPtrs serdes; serdes.reserve(types.size()); diff --git a/be/src/core/data_type_serde/data_type_serde.h b/be/src/core/data_type_serde/data_type_serde.h index eb7ce74fbe7e9c..baab90ea8d2a82 100644 --- a/be/src/core/data_type_serde/data_type_serde.h +++ b/be/src/core/data_type_serde/data_type_serde.h @@ -27,6 +27,7 @@ #include "common/cast_set.h" #include "common/status.h" #include "core/column/column_nullable.h" +#include "core/data_type_serde/decoded_column_view.h" #include "core/field.h" #include "core/string_buffer.hpp" #include "core/types.h" @@ -485,6 +486,14 @@ class DataTypeSerDe { int64_t start, int64_t end, const cctz::time_zone& ctz) const = 0; + // Read already decoded column values into a Doris column. The input view is format-neutral: + // file readers translate their decoder output into DecodedColumnView, while SerDe owns + // the Doris-type-specific materialization into IColumn. + virtual Status read_column_from_decoded_values(IColumn& column, + const DecodedColumnView& view) const; + virtual Status read_field_from_decoded_value(const IDataType& data_type, Field* field, + const DecodedColumnView& view) const; + // ORC serializer virtual Status write_column_to_orc(const std::string& timezone, const IColumn& column, const NullMap* null_map, diff --git a/be/src/core/data_type_serde/data_type_string_serde.cpp b/be/src/core/data_type_serde/data_type_string_serde.cpp index 8c5bf1664da19c..bba973fe755779 100644 --- a/be/src/core/data_type_serde/data_type_string_serde.cpp +++ b/be/src/core/data_type_serde/data_type_string_serde.cpp @@ -19,11 +19,40 @@ #include "core/column/column_string.h" #include "core/data_type/define_primitive_type.h" +#include "core/data_type_serde/decoded_column_view.h" #include "util/jsonb_document_cast.h" #include "util/jsonb_utils.h" #include "util/jsonb_writer.h" namespace doris { +namespace { + +template +Status read_string_decoded_values(IColumn& column, const DecodedColumnView& view) { + if (view.binary_values == nullptr && decoded_column_view_has_non_null_value(view)) { + return Status::Corruption("Decoded binary values are null for {}", column.get_name()); + } + auto& string_column = assert_cast(column); + for (int64_t row = 0; row < view.row_count; ++row) { + if (decoded_column_view_row_is_null(view, row)) { + string_column.insert_default(); + continue; + } + const auto& value = (*view.binary_values)[row]; + if (value.data == nullptr && value.size > 0) { + if (decoded_column_view_can_null_on_conversion_failure(view)) { + decoded_column_view_insert_null_on_conversion_failure(column, view, row); + continue; + } + return Status::Corruption("Decoded string binary value is null for {} at row {}", + column.get_name(), row); + } + string_column.insert_data(value.data, value.size); + } + return Status::OK(); +} + +} // namespace template Status DataTypeStringSerDeBase::serialize_column_to_json(const IColumn& column, @@ -312,6 +341,19 @@ Status DataTypeStringSerDeBase::read_column_from_arrow( return Status::OK(); } +template +Status DataTypeStringSerDeBase::read_column_from_decoded_values( + IColumn& column, const DecodedColumnView& view) const { + if (view.value_kind != DecodedValueKind::BINARY && + view.value_kind != DecodedValueKind::FIXED_BINARY) { + return decoded_column_view_handle_conversion_failure( + column, view, + Status::NotSupported("Unsupported decoded values for {} from source kind {}", + get_name(), static_cast(view.value_kind))); + } + return read_string_decoded_values(column, view); +} + template Status DataTypeStringSerDeBase::write_column_to_orc( const std::string& timezone, const IColumn& column, const NullMap* null_map, diff --git a/be/src/core/data_type_serde/data_type_string_serde.h b/be/src/core/data_type_serde/data_type_string_serde.h index 79c8450835d39c..81b80eab4a5cbf 100644 --- a/be/src/core/data_type_serde/data_type_string_serde.h +++ b/be/src/core/data_type_serde/data_type_string_serde.h @@ -203,6 +203,9 @@ class DataTypeStringSerDeBase : public DataTypeSerDe { Status read_column_from_arrow(IColumn& column, const arrow::Array* arrow_array, int64_t start, int64_t end, const cctz::time_zone& ctz) const override; + Status read_column_from_decoded_values(IColumn& column, + const DecodedColumnView& view) const override; + Status write_column_to_mysql_binary(const IColumn& column, MysqlRowBinaryBuffer& result, int64_t row_idx, bool col_const, const FormatOptions& options) const override { diff --git a/be/src/core/data_type_serde/data_type_time_serde.cpp b/be/src/core/data_type_serde/data_type_time_serde.cpp index e57fd08a271339..c40e671793c848 100644 --- a/be/src/core/data_type_serde/data_type_time_serde.cpp +++ b/be/src/core/data_type_serde/data_type_time_serde.cpp @@ -20,11 +20,38 @@ #include "core/data_type/data_type_decimal.h" #include "core/data_type/data_type_number.h" #include "core/data_type/primitive_type.h" +#include "core/data_type_serde/decoded_column_view.h" #include "core/value/time_value.h" #include "exprs/function/cast/cast_base.h" #include "exprs/function/cast/cast_to_time_impl.hpp" namespace doris { +namespace { + +TimeValue::TimeType read_time_decoded_value(const DecodedColumnView& view, int64_t row) { + int64_t micros = 0; + if (view.value_kind == DecodedValueKind::INT32) { + const auto* values = reinterpret_cast(view.values); + micros = static_cast(values[row]) * 1000; + } else { + const auto* values = reinterpret_cast(view.values); + micros = values[row]; + if (view.time_unit == DecodedTimeUnit::MILLIS) { + micros *= 1000; + } else if (view.time_unit == DecodedTimeUnit::NANOS) { + micros /= 1000; + } + } + const bool negative = micros < 0; + const int64_t abs_micros = std::abs(micros); + return TimeValue::make_time( + abs_micros / TimeValue::ONE_HOUR_MICROSECONDS, + (abs_micros % TimeValue::ONE_HOUR_MICROSECONDS) / TimeValue::ONE_MINUTE_MICROSECONDS, + (abs_micros % TimeValue::ONE_MINUTE_MICROSECONDS) / TimeValue::ONE_SECOND_MICROSECONDS, + abs_micros % TimeValue::ONE_SECOND_MICROSECONDS, negative); +} + +} // namespace Status DataTypeTimeV2SerDe::write_column_to_mysql_binary(const IColumn& column, MysqlRowBinaryBuffer& result, @@ -145,6 +172,27 @@ Status DataTypeTimeV2SerDe::from_string_strict_mode(StringRef& str, IColumn& col return Status::OK(); } +Status DataTypeTimeV2SerDe::read_column_from_decoded_values(IColumn& column, + const DecodedColumnView& view) const { + if (view.value_kind != DecodedValueKind::INT32 && view.value_kind != DecodedValueKind::INT64) { + return decoded_column_view_handle_conversion_failure( + column, view, + Status::NotSupported("TIMEV2 decoded reader expects INT32 or INT64 source")); + } + if (view.values == nullptr && decoded_column_view_has_non_null_value(view)) { + return Status::Corruption("Decoded value buffer is null for {}", column.get_name()); + } + auto& data = assert_cast(column).get_data(); + for (int64_t row = 0; row < view.row_count; ++row) { + if (decoded_column_view_row_is_null(view, row)) { + data.push_back(TimeValue::TimeType()); + continue; + } + data.push_back(read_time_decoded_value(view, row)); + } + return Status::OK(); +} + template Status DataTypeTimeV2SerDe::from_int_batch(const typename IntDataType::ColumnType& int_col, ColumnNullable& target_col) const { diff --git a/be/src/core/data_type_serde/data_type_time_serde.h b/be/src/core/data_type_serde/data_type_time_serde.h index db703616b497cf..e3fccf379c913a 100644 --- a/be/src/core/data_type_serde/data_type_time_serde.h +++ b/be/src/core/data_type_serde/data_type_time_serde.h @@ -67,6 +67,8 @@ class DataTypeTimeV2SerDe : public DataTypeNumberSerDe Status from_decimal_strict_mode_batch(const typename DecimalDataType::ColumnType& decimal_col, IColumn& target_col) const; + Status read_column_from_decoded_values(IColumn& column, + const DecodedColumnView& view) const override; int get_scale() const override { return _scale; } protected: diff --git a/be/src/core/data_type_serde/data_type_timestamptz_serde.cpp b/be/src/core/data_type_serde/data_type_timestamptz_serde.cpp index e8c26f6db68e75..7e90926530c76a 100644 --- a/be/src/core/data_type_serde/data_type_timestamptz_serde.cpp +++ b/be/src/core/data_type_serde/data_type_timestamptz_serde.cpp @@ -18,14 +18,48 @@ #include "core/data_type_serde/data_type_timestamptz_serde.h" #include +#include #include "core/data_type/primitive_type.h" +#include "core/data_type_serde/decoded_column_view.h" #include "core/value/timestamptz_value.h" #include "exprs/function/cast/cast_parameters.h" #include "exprs/function/cast/cast_to_string.h" #include "exprs/function/cast/cast_to_timestamptz.h" namespace doris { +namespace { + +void append_timestamptz_from_utc_epoch_micros(ColumnTimeStampTz::Container& data, + int64_t timestamp_micros) { + static constexpr int64_t MICROS_PER_SECOND = 1000000; + static const auto UTC = cctz::utc_time_zone(); + + int64_t epoch_seconds = timestamp_micros / MICROS_PER_SECOND; + int64_t micros_of_second = timestamp_micros % MICROS_PER_SECOND; + if (micros_of_second < 0) { + micros_of_second += MICROS_PER_SECOND; + --epoch_seconds; + } + + TimestampTzValue timestamp_tz; + timestamp_tz.from_unixtime(epoch_seconds, UTC); + timestamp_tz.set_microsecond(static_cast(micros_of_second)); + data.push_back(timestamp_tz); +} + +int64_t decoded_timestamp_micros(const DecodedColumnView& view, int64_t value) { + if (view.time_unit == DecodedTimeUnit::MILLIS) { + return value * 1000; + } + if (view.time_unit == DecodedTimeUnit::NANOS) { + return value / 1000; + } + return value; +} + +} // namespace + // The implementation of these functions mainly refers to data_type_datetimev2_serde.cpp Status DataTypeTimeStampTzSerDe::from_string(StringRef& str, IColumn& column, @@ -246,6 +280,29 @@ Status DataTypeTimeStampTzSerDe::write_column_to_orc(const std::string& timezone return Status::OK(); } +Status DataTypeTimeStampTzSerDe::read_column_from_decoded_values( + IColumn& column, const DecodedColumnView& view) const { + if (view.value_kind != DecodedValueKind::INT64) { + return decoded_column_view_handle_conversion_failure( + column, view, + Status::NotSupported("TIMESTAMPTZ decoded reader expects INT64 source")); + } + if (view.values == nullptr && decoded_column_view_has_non_null_value(view)) { + return Status::Corruption("Decoded value buffer is null for {}", column.get_name()); + } + + auto& data = assert_cast(column).get_data(); + const auto* values = reinterpret_cast(view.values); + for (int64_t row = 0; row < view.row_count; ++row) { + if (decoded_column_view_row_is_null(view, row)) { + data.push_back(TimestampTzValue()); + continue; + } + append_timestamptz_from_utc_epoch_micros(data, decoded_timestamp_micros(view, values[row])); + } + return Status::OK(); +} + std::string DataTypeTimeStampTzSerDe::to_olap_string(const Field& field) const { return CastToString::from_timestamptz(field.get(), 6); } diff --git a/be/src/core/data_type_serde/data_type_timestamptz_serde.h b/be/src/core/data_type_serde/data_type_timestamptz_serde.h index 0a595935d8fdd6..133e37fed33b03 100644 --- a/be/src/core/data_type_serde/data_type_timestamptz_serde.h +++ b/be/src/core/data_type_serde/data_type_timestamptz_serde.h @@ -22,6 +22,7 @@ #include #include "core/data_type_serde/data_type_number_serde.h" +#include "core/data_type_serde/decoded_column_view.h" #include "core/types.h" #include "core/value/time_value.h" @@ -72,6 +73,9 @@ class DataTypeTimeStampTzSerDe : public DataTypeNumberSerDe +#include +#include + +#include "common/status.h" +#include "core/column/column_nullable.h" +#include "core/string_ref.h" + +namespace cctz { +class time_zone; +} // namespace cctz + +namespace doris { + +class IColumn; + +// 已解码 column batch 的物理值来源类型。 +// 该枚举只描述通用内存布局，不包含 Parquet/ORC/Arrow 等格式专有类型。 +enum class DecodedValueKind { + BOOL, + INT32, + UINT32, + INT64, + UINT64, + INT96, + FLOAT, + DOUBLE, + BINARY, + FIXED_BINARY, +}; + +enum class DecodedTimeUnit { + UNKNOWN, + MILLIS, + MICROS, + NANOS, +}; + +struct DecodedColumnView { + DecodedValueKind value_kind = DecodedValueKind::INT32; + DecodedTimeUnit time_unit = DecodedTimeUnit::UNKNOWN; + int64_t row_count = 0; + // Optional logical integer annotation. value_kind still describes the physical buffer layout. + int logical_integer_bit_width = -1; + int decimal_precision = -1; + int decimal_scale = -1; + int fixed_length = -1; + bool logical_integer_is_signed = true; + bool timestamp_is_adjusted_to_utc = false; + const uint8_t* values = nullptr; + const uint8_t* null_map = nullptr; + const std::vector* binary_values = nullptr; + const cctz::time_zone* timezone = nullptr; + bool enable_strict_mode = false; + NullMap* conversion_failure_null_map = nullptr; + int64_t conversion_failure_null_map_offset = 0; +}; + +inline bool decoded_column_view_row_is_null(const DecodedColumnView& view, int64_t row) { + return view.null_map != nullptr && view.null_map[row] != 0; +} + +inline bool decoded_column_view_has_non_null_value(const DecodedColumnView& view) { + if (view.null_map == nullptr) { + return view.row_count > 0; + } + + // TODO(gabriel): optimize null map check with SIMD or bitset if needed. + for (int64_t row = 0; row < view.row_count; ++row) { + if (view.null_map[row] == 0) { + return true; + } + } + return false; +} + +bool decoded_column_view_can_null_on_conversion_failure(const DecodedColumnView& view); + +void decoded_column_view_insert_null_on_conversion_failure(IColumn& column, + const DecodedColumnView& view, + int64_t row); + +Status decoded_column_view_handle_conversion_failure(IColumn& column, const DecodedColumnView& view, + const Status& status); + +} // namespace doris diff --git a/be/src/exec/operator/file_scan_operator.cpp b/be/src/exec/operator/file_scan_operator.cpp index 2a87f413a15bd6..d4035d37e27106 100644 --- a/be/src/exec/operator/file_scan_operator.cpp +++ b/be/src/exec/operator/file_scan_operator.cpp @@ -24,6 +24,7 @@ #include "exec/operator/olap_scan_operator.h" #include "exec/operator/scan_operator.h" #include "exec/scan/file_scanner.h" +#include "exec/scan/file_scanner_v2.h" #include "exec/scan/scanner_context.h" #include "format/format_common.h" #include "storage/storage_engine.h" @@ -119,10 +120,32 @@ Status FileScanLocalState::_init_scanners(std::list* scanners) { _max_scanners); shard_num = std::max(shard_num, 1U); _kv_cache = std::make_unique(shard_num); + const TFileScanRangeParams* scan_params = nullptr; + if (state()->get_query_ctx() != nullptr && + state()->get_query_ctx()->file_scan_range_params_map.count(parent_id()) > 0) { + scan_params = &state()->get_query_ctx()->file_scan_range_params_map[parent_id()]; + } else { + scan_params = _split_source->get_params(); + } + const bool is_load = + state()->desc_tbl().get_tuple_descriptor(scan_params->src_tuple_id) != nullptr; + // TODO: Use scanner v2 for all queries. + const bool use_file_scanner_v2 = + state()->query_options().__isset.enable_file_scanner_v2 && + state()->query_options().enable_file_scanner_v2 && !is_load && + _split_source->all_scan_ranges_match(*scan_params, FileScannerV2::is_supported); + _operator_profile->add_info_string("UseScannerV2", use_file_scanner_v2 ? "true" : "false"); for (int i = 0; i < _max_scanners; ++i) { - std::unique_ptr scanner = FileScanner::create_unique( - state(), this, p._limit, _split_source, _scanner_profile.get(), _kv_cache.get(), - &p._colname_to_slot_id); + ScannerSPtr scanner; + if (use_file_scanner_v2) { + scanner = FileScannerV2::create_shared(state(), this, p._limit, _split_source, + _scanner_profile.get(), _kv_cache.get(), + &p._colname_to_slot_id); + } else { + scanner = FileScanner::create_shared(state(), this, p._limit, _split_source, + _scanner_profile.get(), _kv_cache.get(), + &p._colname_to_slot_id); + } RETURN_IF_ERROR(scanner->init(state(), _conjuncts)); scanners->push_back(std::move(scanner)); } diff --git a/be/src/exec/operator/file_scan_operator.h b/be/src/exec/operator/file_scan_operator.h index d4e31195a4459a..c47488fa357c77 100644 --- a/be/src/exec/operator/file_scan_operator.h +++ b/be/src/exec/operator/file_scan_operator.h @@ -29,6 +29,7 @@ namespace doris { class FileScanner; +class FileScannerV2; } // namespace doris namespace doris { @@ -56,6 +57,7 @@ class FileScanLocalState final : public ScanLocalState { private: friend class FileScanner; + friend class FileScannerV2; PushDownType _should_push_down_bloom_filter() const override { return PushDownType::UNACCEPTABLE; } diff --git a/be/src/exec/scan/access_path_parser.cpp b/be/src/exec/scan/access_path_parser.cpp new file mode 100644 index 00000000000000..b215212b6d861b --- /dev/null +++ b/be/src/exec/scan/access_path_parser.cpp @@ -0,0 +1,479 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "exec/scan/access_path_parser.h" + +#include + +#include +#include +#include +#include +#include +#include + +#include "common/cast_set.h" +#include "common/consts.h" +#include "core/assert_cast.h" +#include "core/data_type/data_type.h" +#include "core/data_type/data_type_array.h" +#include "core/data_type/data_type_map.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_struct.h" +#include "runtime/descriptors.h" +#include "util/string_util.h" + +namespace doris { +namespace { + +bool is_scanner_materialized_virtual_column(const std::string& column_name) { + return column_name == BeConsts::ICEBERG_ROWID_COL; +} + +bool parse_non_negative_int(std::string_view value, int32_t* result) { + DORIS_CHECK(result != nullptr); + int32_t parsed = -1; + const auto* begin = value.data(); + const auto* end = begin + value.size(); + const auto [ptr, ec] = std::from_chars(begin, end, parsed); + if (ec != std::errc() || ptr != end || parsed < 0) { + return false; + } + *result = parsed; + return true; +} + +std::string access_path_to_string(const std::vector& path) { + return fmt::format("{}", fmt::join(path, ".")); +} + +format::ColumnDefinition* find_or_add_child(format::ColumnDefinition* parent, int32_t id, + std::string name, DataTypePtr type) { + DORIS_CHECK(parent != nullptr); + for (auto& child : parent->children) { + if ((child.has_identifier_field_id() && child.get_identifier_field_id() == id) || + child.name == name) { + return &child; + } + } + parent->children.push_back({ + .identifier = Field::create_field(id), + .name = std::move(name), + .type = std::move(type), + .children = {}, + .default_expr = nullptr, + .is_partition_key = false, + }); + return &parent->children.back(); +} + +void inherit_schema_metadata(format::ColumnDefinition* column, + const format::ColumnDefinition* schema_column) { + if (column == nullptr || schema_column == nullptr) { + return; + } + column->name_mapping = schema_column->name_mapping; +} + +const format::ColumnDefinition* find_schema_child_by_path( + const format::ColumnDefinition* schema_column, const std::string& child_path) { + if (schema_column == nullptr) { + return nullptr; + } + int32_t parsed_field_id = -1; + if (parse_non_negative_int(child_path, &parsed_field_id)) { + const auto child_it = std::ranges::find_if( + schema_column->children, [&](const format::ColumnDefinition& child) { + return child.has_identifier_field_id() && + child.get_identifier_field_id() == parsed_field_id; + }); + return child_it == schema_column->children.end() ? nullptr : &*child_it; + } + const auto child_it = std::ranges::find_if(schema_column->children, [&](const auto& child) { + if (to_lower(child.name) == to_lower(child_path)) { + return true; + } + return std::ranges::any_of(child.name_mapping, [&](const std::string& alias) { + return to_lower(alias) == to_lower(child_path); + }); + }); + return child_it == schema_column->children.end() ? nullptr : &*child_it; +} + +int32_t schema_field_id(const format::ColumnDefinition* schema_column) { + if (schema_column == nullptr || !schema_column->has_identifier_field_id()) { + return -1; + } + return schema_column->get_identifier_field_id(); +} + +int32_t schema_field_id_or(const format::ColumnDefinition* schema_column, int32_t fallback) { + const auto field_id = schema_field_id(schema_column); + return field_id >= 0 ? field_id : fallback; +} + +std::string schema_field_name_or(const format::ColumnDefinition* schema_column, + std::string fallback) { + return schema_column == nullptr || schema_column->name.empty() ? std::move(fallback) + : schema_column->name; +} + +struct AccessPathNode { + bool project_all = false; + std::map children; +}; + +void merge_access_path_node(AccessPathNode* dst, const AccessPathNode& src) { + DORIS_CHECK(dst != nullptr); + if (dst->project_all) { + return; + } + if (src.project_all) { + dst->project_all = true; + dst->children.clear(); + return; + } + for (const auto& [path, child] : src.children) { + merge_access_path_node(&dst->children[path], child); + } +} + +void insert_access_path(AccessPathNode* root, const std::vector& path, + size_t path_idx) { + DORIS_CHECK(root != nullptr); + if (root->project_all) { + return; + } + if (path_idx >= path.size()) { + root->project_all = true; + root->children.clear(); + return; + } + insert_access_path(&root->children[path[path_idx]], path, path_idx + 1); +} + +Status build_nested_children_from_access_node(format::ColumnDefinition* column, + const DataTypePtr& type, const AccessPathNode& node, + const std::string& path, + const format::ColumnDefinition* schema_column); + +// Expand a full complex-column projection into table-schema children when the table format provides +// an external/current schema. Without this, `SELECT complex_col` or `SELECT *` leaves +// ColumnDefinition::children empty, so ColumnMapper treats the root complex column as a scalar +// mapping and later tries to cast the old file shape to the current table shape directly. +// +// Examples: +// - STRUCT country/city projected from an old file STRUCT country/population/location should +// create children country and city, so city can be materialized as missing/default. +// - ARRAY> should create the array element wrapper and then the element +// struct children item and quantity. +// - MAP> should create semantic children key/value directly, then +// expand the value struct children full_name and age. Do not introduce a physical entries +// wrapper here: ColumnMapper and TableReader treat MAP children as [key, value]. +Status build_all_nested_children_from_schema(format::ColumnDefinition* column, + const DataTypePtr& type, const std::string& path, + const format::ColumnDefinition* schema_column) { + DORIS_CHECK(column != nullptr); + + const auto nested_type = remove_nullable(type); + AccessPathNode project_all; + project_all.project_all = true; + switch (nested_type->get_primitive_type()) { + case TYPE_STRUCT: { + const auto& struct_type = assert_cast(*nested_type); + for (size_t field_idx = 0; field_idx < struct_type.get_elements().size(); ++field_idx) { + const auto field_name = struct_type.get_element_name(field_idx); + const auto* schema_child = find_schema_child_by_path(schema_column, field_name); + auto* child = find_or_add_child( + column, schema_field_id_or(schema_child, cast_set(field_idx)), + schema_field_name_or(schema_child, field_name), + struct_type.get_element(field_idx)); + inherit_schema_metadata(child, schema_child); + RETURN_IF_ERROR(build_nested_children_from_access_node( + child, child->type, project_all, path + "." + child->name, schema_child)); + } + return Status::OK(); + } + case TYPE_ARRAY: { + const auto& array_type = assert_cast(*nested_type); + const auto* element_schema = schema_column != nullptr && !schema_column->children.empty() + ? &schema_column->children[0] + : nullptr; + auto* child = find_or_add_child(column, schema_field_id_or(element_schema, 0), "element", + array_type.get_nested_type()); + inherit_schema_metadata(child, element_schema); + return build_nested_children_from_access_node(child, child->type, project_all, path + ".*", + element_schema); + } + case TYPE_MAP: { + const auto& map_type = assert_cast(*nested_type); + const auto* key_schema = schema_column != nullptr && !schema_column->children.empty() + ? &schema_column->children[0] + : nullptr; + const auto* value_schema = schema_column != nullptr && schema_column->children.size() > 1 + ? &schema_column->children[1] + : nullptr; + auto* key_child = find_or_add_child(column, schema_field_id_or(key_schema, 0), "key", + map_type.get_key_type()); + inherit_schema_metadata(key_child, key_schema); + RETURN_IF_ERROR(build_nested_children_from_access_node( + key_child, key_child->type, project_all, path + ".KEYS", key_schema)); + auto* value_child = find_or_add_child(column, schema_field_id_or(value_schema, 1), "value", + map_type.get_value_type()); + inherit_schema_metadata(value_child, value_schema); + RETURN_IF_ERROR(build_nested_children_from_access_node( + value_child, value_child->type, project_all, path + ".VALUES", value_schema)); + return Status::OK(); + } + default: + return Status::OK(); + } +} + +Status build_struct_children_from_access_node(format::ColumnDefinition* column, + const DataTypeStruct& struct_type, + const AccessPathNode& node, const std::string& path, + const format::ColumnDefinition* schema_column) { + DORIS_CHECK(column != nullptr); + for (const auto& [child_path, child_node] : node.children) { + // Struct children are resolved by name or schema field id. We do not treat a numeric + // child token as a struct ordinal, because `col.0` becomes ambiguous once the struct + // evolves. Position-based access needs a separate design if it is required later. + if (child_path == "OFFSET" || child_path == "*" || child_path == "KEYS" || + child_path == "VALUES") { + return Status::NotSupported( + "AccessPathParser does not support access path {} for slot {}", + path + "." + child_path, column->name); + } + + // Prefer the table/schema ColumnDefinition because it carries field ids and aliases. + // Fallback to the struct type name only for formats without external schema metadata. + const auto* schema_child = find_schema_child_by_path(schema_column, child_path); + int32_t field_id = schema_field_id(schema_child); + std::string field_name = schema_child == nullptr ? child_path : schema_child->name; + DataTypePtr field_type = schema_child == nullptr ? nullptr : schema_child->type; + if (field_id < 0 || field_type == nullptr) { + for (size_t field_idx = 0; field_idx < struct_type.get_elements().size(); ++field_idx) { + if (to_lower(struct_type.get_element_name(field_idx)) == to_lower(field_name)) { + field_id = cast_set(field_idx); + field_name = struct_type.get_element_name(field_idx); + field_type = struct_type.get_element(field_idx); + break; + } + } + } + + if (field_id < 0 || field_type == nullptr) { + return Status::NotSupported( + "AccessPathParser does not support access path {} for slot {}", + path + "." + child_path, column->name); + } + // TODO: For TVF Parquet files without field ids, this fallback uses the struct ordinal as + // the table child identifier. BY_NAME mapping should instead keep a string identifier and + // let TableColumnMapper resolve the file-local child id from the Parquet schema. + auto* child = find_or_add_child(column, field_id, field_name, field_type); + inherit_schema_metadata(child, schema_child); + RETURN_IF_ERROR(build_nested_children_from_access_node( + child, child->type, child_node, path + "." + child_path, schema_child)); + } + return Status::OK(); +} + +Status build_map_children_from_access_node(format::ColumnDefinition* column, + const DataTypeMap& map_type, const AccessPathNode& node, + const std::string& path, + const format::ColumnDefinition* schema_column) { + DORIS_CHECK(column != nullptr); + AccessPathNode key_node; + AccessPathNode value_node; + bool need_key = false; + bool need_value = false; + + for (const auto& [child_path, child_node] : node.children) { + if (child_path == "OFFSET") { + return Status::NotSupported( + "AccessPathParser does not support access path {} for slot {}", + path + "." + child_path, column->name); + } + if (child_path == "KEYS") { + need_key = true; + merge_access_path_node(&key_node, child_node); + continue; + } + if (child_path == "VALUES") { + need_key = true; + key_node.project_all = true; + key_node.children.clear(); + need_value = true; + merge_access_path_node(&value_node, child_node); + continue; + } + if (child_path == "*") { + need_key = true; + key_node.project_all = true; + key_node.children.clear(); + need_value = true; + merge_access_path_node(&value_node, child_node); + continue; + } + return Status::NotSupported("AccessPathParser does not support access path {} for slot {}", + path + "." + child_path, column->name); + } + if (need_key && !need_value) { + // A key-only MAP projection is not independently materializable yet. FileScannerV2 can + // describe a projection such as `m.KEYS`, but the downstream file block -> table block path + // still builds a ColumnMap from key column + value column + offsets. If the value child is + // omitted here, TableReader/ColumnMapper cannot reconstruct a valid table MAP column even + // though the query only needs keys. + // + // Example: + // SELECT map_keys(m) FROM t; + // or + // SELECT * FROM t WHERE array_contains(map_keys(m), 'k1'); + // + // The access path only asks for `m.KEYS`, but the scan still has to read `m.VALUES` as a + // temporary full projection until map materialization supports constructing a table MAP + // from keys only. + need_value = true; + value_node.project_all = true; + value_node.children.clear(); + } + + if (!need_key && !need_value) { + return Status::OK(); + } + + const auto* key_schema = schema_column != nullptr && !schema_column->children.empty() + ? &schema_column->children[0] + : nullptr; + const auto* value_schema = schema_column != nullptr && schema_column->children.size() > 1 + ? &schema_column->children[1] + : nullptr; + if (need_key) { + auto* key_child = find_or_add_child(column, schema_field_id_or(key_schema, 0), "key", + map_type.get_key_type()); + inherit_schema_metadata(key_child, key_schema); + RETURN_IF_ERROR(build_nested_children_from_access_node(key_child, key_child->type, key_node, + path + ".KEYS", key_schema)); + } + if (need_value) { + auto* value_child = find_or_add_child(column, schema_field_id_or(value_schema, 1), "value", + map_type.get_value_type()); + inherit_schema_metadata(value_child, value_schema); + RETURN_IF_ERROR(build_nested_children_from_access_node( + value_child, value_child->type, value_node, path + ".VALUES", value_schema)); + } + return Status::OK(); +} + +Status build_nested_children_from_access_node(format::ColumnDefinition* column, + const DataTypePtr& type, const AccessPathNode& node, + const std::string& path, + const format::ColumnDefinition* schema_column) { + DORIS_CHECK(column != nullptr); + if (node.project_all || node.children.empty()) { + return build_all_nested_children_from_schema(column, type, path, schema_column); + } + + const auto nested_type = remove_nullable(type); + switch (nested_type->get_primitive_type()) { + case TYPE_STRUCT: + return build_struct_children_from_access_node( + column, assert_cast(*nested_type), node, path, + schema_column); + case TYPE_ARRAY: { + if (node.children.size() != 1 || !node.children.contains("*")) { + return Status::NotSupported( + "AccessPathParser does not support access path {} for slot {}", path, + column->name); + } + const auto& array_type = assert_cast(*nested_type); + const auto* element_schema = schema_column != nullptr && !schema_column->children.empty() + ? &schema_column->children[0] + : nullptr; + auto* child = find_or_add_child(column, schema_field_id_or(element_schema, 0), "element", + array_type.get_nested_type()); + inherit_schema_metadata(child, element_schema); + return build_nested_children_from_access_node(child, child->type, node.children.at("*"), + path + ".*", element_schema); + } + case TYPE_MAP: + return build_map_children_from_access_node( + column, assert_cast(*nested_type), node, path, schema_column); + default: + return Status::NotSupported("AccessPathParser does not support access path {} for slot {}", + path, column->name); + } +} + +} // namespace + +Status AccessPathParser::build_nested_children(format::ColumnDefinition* column, + const std::vector& access_paths, + const format::ColumnDefinition* schema_column) { + DORIS_CHECK(column != nullptr); + if (is_scanner_materialized_virtual_column(column->name)) { + return Status::OK(); + } + if (!is_complex_type(remove_nullable(column->type)->get_primitive_type())) { + return Status::OK(); + } + + AccessPathNode root; + // Build tree for AccessPathNode. + // For example, for access paths ["a.b", "a.c", "d"], the tree will be: + // root + // ├── a + // │ ├── b + // │ └── c + // └── d + for (const auto& access_path : access_paths) { + // TODO: Support META access paths if needed. Currently AccessPathParser only supports + // DATA access paths. + if (access_path.type != TAccessPathType::DATA || !access_path.__isset.data_access_path) { + return Status::NotSupported( + "AccessPathParser only supports DATA access paths for slot {}", column->name); + } + const auto& path = access_path.data_access_path.path; + if (path.empty()) { + insert_access_path(&root, path, 0); + continue; + } + int32_t top_level_id = -1; + if (to_lower(path.front()) != to_lower(column->name) && + (!parse_non_negative_int(path.front(), &top_level_id) || + !column->has_identifier_field_id() || + top_level_id != column->get_identifier_field_id())) { + return Status::NotSupported("AccessPathParser access path {} does not match slot {}", + access_path_to_string(path), column->name); + } + insert_access_path(&root, path, 1); + } + // Recursively build nested children for the column based on the AccessPathNode tree. + return build_nested_children_from_access_node(column, column->type, root, column->name, + schema_column); +} + +Status AccessPathParser::build_nested_children(format::ColumnDefinition* column, + const SlotDescriptor* slot_desc, + const format::ColumnDefinition* schema_column) { + DORIS_CHECK(column != nullptr); + DORIS_CHECK(slot_desc != nullptr); + return build_nested_children(column, slot_desc->all_access_paths(), schema_column); +} + +} // namespace doris diff --git a/be/src/exec/scan/access_path_parser.h b/be/src/exec/scan/access_path_parser.h new file mode 100644 index 00000000000000..1aa4c5b89d492a --- /dev/null +++ b/be/src/exec/scan/access_path_parser.h @@ -0,0 +1,41 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include + +#include "common/status.h" +#include "format_v2/column_data.h" +#include "gen_cpp/PlanNodes_types.h" + +namespace doris { + +class SlotDescriptor; + +class AccessPathParser { +public: + static Status build_nested_children(format::ColumnDefinition* column, + const SlotDescriptor* slot_desc, + const format::ColumnDefinition* schema_column); + + static Status build_nested_children(format::ColumnDefinition* column, + const std::vector& access_paths, + const format::ColumnDefinition* schema_column); +}; + +} // namespace doris diff --git a/be/src/exec/scan/file_scanner.cpp b/be/src/exec/scan/file_scanner.cpp index 6419ce4f65c5e2..6811efcdd5da6e 100644 --- a/be/src/exec/scan/file_scanner.cpp +++ b/be/src/exec/scan/file_scanner.cpp @@ -1078,8 +1078,31 @@ Status FileScanner::_get_next_reader() { _cur_reader = std::move(mc_reader); } else if (range.__isset.table_format_params && range.table_format_params.table_format_type == "paimon") { - if (_state->query_options().__isset.enable_paimon_cpp_reader && - _state->query_options().enable_paimon_cpp_reader) { + const auto& paimon_params = range.table_format_params.paimon_params; + bool use_paimon_cpp_reader = false; + if (paimon_params.__isset.reader_type) { + switch (paimon_params.reader_type) { + case TPaimonReaderType::PAIMON_CPP: + use_paimon_cpp_reader = true; + break; + case TPaimonReaderType::PAIMON_JNI: + break; + case TPaimonReaderType::PAIMON_NATIVE: + return Status::InternalError( + "invalid PAIMON_NATIVE reader_type for paimon FORMAT_JNI split, " + "possibly caused by FE/BE protocol mismatch"); + default: + return Status::InternalError( + "unknown paimon reader_type for paimon FORMAT_JNI split, possibly " + "caused by FE/BE protocol mismatch"); + } + } else { + // TODO: Remove this fallback after all FE versions set TPaimonReaderType. + use_paimon_cpp_reader = + _state->query_options().__isset.enable_paimon_cpp_reader && + _state->query_options().enable_paimon_cpp_reader; + } + if (use_paimon_cpp_reader) { auto cpp_reader = PaimonCppReader::create_unique(_file_slot_descs, _state, _profile, range, _params); if (!_is_load && !_push_down_conjuncts.empty()) { @@ -1771,7 +1794,6 @@ Status FileScanner::_init_expr_ctxes() { if (is_file_slot) { _is_file_slot.emplace(slot_id); _file_slot_descs.emplace_back(it->second); - _file_col_names.push_back(it->second->col_name()); } _column_descs.push_back(col_desc); diff --git a/be/src/exec/scan/file_scanner.h b/be/src/exec/scan/file_scanner.h index fbcbca464a5546..3675fd2449711e 100644 --- a/be/src/exec/scan/file_scanner.h +++ b/be/src/exec/scan/file_scanner.h @@ -135,8 +135,6 @@ class FileScanner : public Scanner { bool _cur_reader_eof = false; // File source slot descriptors std::vector _file_slot_descs; - // col names from _file_slot_descs - std::vector _file_col_names; // Unified column descriptors for init_reader (includes file, partition, missing, synthesized cols) std::vector _column_descs; @@ -149,6 +147,7 @@ class FileScanner : public Scanner { // dest slot name to index in _dest_vexpr_ctx; std::unordered_map _dest_slot_name_to_idx; // col name to default value expr + // TODO: only used by json reader. Could we delete this? std::unordered_map _col_default_value_ctx; // the map values of dest slot id to src slot desc // if there is not key of dest slot id in dest_sid_to_src_sid_without_trans, it will be set to nullptr @@ -195,7 +194,6 @@ class FileScanner : public Scanner { std::shared_ptr _io_ctx; // Whether to fill partition columns from path, default is true. - bool _fill_partition_from_path = true; std::unordered_map> _partition_col_descs; std::unordered_map _partition_value_is_null; diff --git a/be/src/exec/scan/file_scanner_v2.cpp b/be/src/exec/scan/file_scanner_v2.cpp new file mode 100644 index 00000000000000..7ed65fc92900b6 --- /dev/null +++ b/be/src/exec/scan/file_scanner_v2.cpp @@ -0,0 +1,734 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "exec/scan/file_scanner_v2.h" + +#include +#include + +#include +#include +#include +#include +#include +#include + +#include "common/cast_set.h" +#include "common/config.h" +#include "common/consts.h" +#include "common/status.h" +#include "core/assert_cast.h" +#include "core/block/column_with_type_and_name.h" +#include "core/column/column.h" +#include "core/data_type/data_type.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type_serde/data_type_serde.h" +#include "core/string_ref.h" +#include "exec/common/util.hpp" +#include "exec/operator/scan_operator.h" +#include "exec/scan/access_path_parser.h" +#include "exprs/vexpr.h" +#include "exprs/vexpr_context.h" +#include "exprs/vslot_ref.h" +#include "format/format_common.h" +#include "format_v2/column_mapper.h" +#include "format_v2/jni/iceberg_sys_table_reader.h" +#include "format_v2/jni/jdbc_reader.h" +#include "format_v2/jni/max_compute_jni_reader.h" +#include "format_v2/jni/trino_connector_jni_reader.h" +#include "format_v2/table/hive_reader.h" +#include "format_v2/table/hudi_reader.h" +#include "format_v2/table/iceberg_reader.h" +#include "format_v2/table/paimon_reader.h" +#include "format_v2/table/remote_doris_reader.h" +#include "format_v2/table_reader.h" +#include "io/fs/file_meta_cache.h" +#include "io/io_common.h" +#include "runtime/descriptors.h" +#include "runtime/exec_env.h" +#include "runtime/runtime_state.h" +#include "service/backend_options.h" +#include "storage/id_manager.h" + +namespace doris { +namespace { + +std::string table_format_name(const TFileRangeDesc& range) { + return range.__isset.table_format_params ? range.table_format_params.table_format_type + : "NotSet"; +} + +TFileFormatType::type get_range_format_type(const TFileScanRangeParams& params, + const TFileRangeDesc& range) { + return range.__isset.format_type ? range.format_type : params.format_type; +} + +bool is_supported_table_format(const TFileRangeDesc& range) { + const auto table_format = table_format_name(range); + if (table_format == "hudi" && range.__isset.table_format_params && + range.table_format_params.__isset.hudi_params && + range.table_format_params.hudi_params.__isset.delta_logs && + !range.table_format_params.hudi_params.delta_logs.empty()) { + // Hudi MOR splits need log-file merge semantics and must stay on the existing JNI path. + // FileScannerV2 currently supports native Parquet data files only. + return false; + } + return table_format == "NotSet" || table_format == "tvf" || table_format == "hive" || + table_format == "iceberg" || table_format == "paimon" || table_format == "hudi"; +} + +bool is_supported_arrow_table_format(const TFileRangeDesc& range) { + return table_format_name(range) == "remote_doris"; +} + +bool is_supported_jni_table_format(const TFileRangeDesc& range) { + const auto table_format = table_format_name(range); + if (table_format == "paimon") { + return range.__isset.table_format_params && + range.table_format_params.__isset.paimon_params && + range.table_format_params.paimon_params.__isset.reader_type && + range.table_format_params.paimon_params.reader_type == TPaimonReaderType::PAIMON_JNI; + } + return table_format == "jdbc" || table_format == "iceberg" || table_format == "hudi" || + table_format == "max_compute" || table_format == "trino_connector"; +} + +bool is_csv_format(TFileFormatType::type format_type) { + switch (format_type) { + case TFileFormatType::FORMAT_CSV_PLAIN: + case TFileFormatType::FORMAT_CSV_GZ: + case TFileFormatType::FORMAT_CSV_BZ2: + case TFileFormatType::FORMAT_CSV_LZ4FRAME: + case TFileFormatType::FORMAT_CSV_LZ4BLOCK: + case TFileFormatType::FORMAT_CSV_LZOP: + case TFileFormatType::FORMAT_CSV_DEFLATE: + case TFileFormatType::FORMAT_CSV_SNAPPYBLOCK: + case TFileFormatType::FORMAT_PROTO: + return true; + default: + return false; + } +} + +bool is_text_format(TFileFormatType::type format_type) { + return format_type == TFileFormatType::FORMAT_TEXT; +} + +bool is_json_format(TFileFormatType::type format_type) { + return format_type == TFileFormatType::FORMAT_JSON; +} + +bool is_native_format(TFileFormatType::type format_type) { + return format_type == TFileFormatType::FORMAT_NATIVE; +} + +bool is_partition_slot(const TFileScanSlotInfo& slot_info, const std::string& column_name) { + if (column_name.starts_with(BeConsts::GLOBAL_ROWID_COL) || + column_name == BeConsts::ICEBERG_ROWID_COL) { + return false; + } + return slot_info.__isset.category ? slot_info.category == TColumnCategory::PARTITION_KEY + : !slot_info.is_file_slot; +} + +bool is_data_file_slot(const TFileScanSlotInfo& slot_info, const std::string& column_name) { + if (column_name.starts_with(BeConsts::GLOBAL_ROWID_COL) || + column_name == BeConsts::ICEBERG_ROWID_COL) { + return false; + } + // CSV and other non-self-describing formats need FE slot descriptors for only the columns that + // are physically read from the file. Partition/default/virtual columns stay in TableReader's + // mapping layer and are materialized after the file-local block is read. New FE provides an + // explicit category; old FE falls back to `is_file_slot`. + if (slot_info.__isset.category) { + return slot_info.category == TColumnCategory::REGULAR || + slot_info.category == TColumnCategory::GENERATED; + } + return slot_info.is_file_slot; +} + +Status rewrite_slot_refs_to_global_index( + VExprSPtr* expr, + const std::unordered_map& slot_id_to_global_index) { + DORIS_CHECK(expr != nullptr); + if (*expr == nullptr) { + return Status::OK(); + } + if ((*expr)->is_slot_ref()) { + const auto* slot_ref = assert_cast(expr->get()); + const auto global_index_it = slot_id_to_global_index.find(slot_ref->slot_id()); + if (global_index_it == slot_id_to_global_index.end()) { + DORIS_CHECK(slot_ref->slot_id() >= 0); + const auto global_index = format::GlobalIndex(cast_set(slot_ref->slot_id())); + *expr = VSlotRef::create_shared(cast_set(global_index.value()), + cast_set(global_index.value()), -1, + slot_ref->data_type(), slot_ref->column_name()); + RETURN_IF_ERROR(expr->get()->prepare(nullptr, RowDescriptor(), nullptr)); + return Status::OK(); + } + const auto global_index = global_index_it->second; + *expr = VSlotRef::create_shared(cast_set(global_index.value()), + cast_set(global_index.value()), -1, + slot_ref->data_type(), slot_ref->column_name()); + RETURN_IF_ERROR(expr->get()->prepare(nullptr, RowDescriptor(), nullptr)); + return Status::OK(); + } + auto children = (*expr)->children(); + for (auto& child : children) { + if (child == nullptr) { + continue; + } + RETURN_IF_ERROR(rewrite_slot_refs_to_global_index(&child, slot_id_to_global_index)); + } + (*expr)->set_children(std::move(children)); + return Status::OK(); +} + +} // namespace + +#ifdef BE_TEST +Status FileScannerV2::TEST_to_file_format(TFileFormatType::type format_type, + format::FileFormat* file_format) { + return _to_file_format(format_type, file_format); +} + +bool FileScannerV2::TEST_is_partition_slot(const TFileScanSlotInfo& slot_info, + const std::string& column_name) { + return is_partition_slot(slot_info, column_name); +} + +bool FileScannerV2::TEST_is_data_file_slot(const TFileScanSlotInfo& slot_info, + const std::string& column_name) { + return is_data_file_slot(slot_info, column_name); +} + +Status FileScannerV2::TEST_rewrite_slot_refs_to_global_index( + VExprSPtr* expr, + const std::unordered_map& slot_id_to_global_index) { + return rewrite_slot_refs_to_global_index(expr, slot_id_to_global_index); +} +#endif + +bool FileScannerV2::is_supported(const TFileScanRangeParams& params, const TFileRangeDesc& range) { + const auto format_type = get_range_format_type(params, range); + if (format_type == TFileFormatType::FORMAT_PARQUET) { + return is_supported_table_format(range); + } else if (format_type == TFileFormatType::FORMAT_ARROW) { + return is_supported_arrow_table_format(range); + } else if (format_type == TFileFormatType::FORMAT_JNI) { + return is_supported_jni_table_format(range); + } else if (is_csv_format(format_type) || is_text_format(format_type) || + is_json_format(format_type) || is_native_format(format_type)) { + return is_supported_table_format(range); + } else { + LOG(WARNING) << "Unsupported file format type " << format_type << " for file scanner v2"; + return false; + } +} + +FileScannerV2::FileScannerV2(RuntimeState* state, FileScanLocalState* local_state, int64_t limit, + std::shared_ptr split_source, + RuntimeProfile* profile, ShardedKVCache* kv_cache, + const std::unordered_map* colname_to_slot_id) + : Scanner(state, local_state, limit, profile), + _split_source(std::move(split_source)), + _kv_cache(kv_cache) { + (void)colname_to_slot_id; + if (state->get_query_ctx() != nullptr && + state->get_query_ctx()->file_scan_range_params_map.count(local_state->parent_id()) > 0) { + _params = &(state->get_query_ctx()->file_scan_range_params_map[local_state->parent_id()]); + } else { + _params = _split_source->get_params(); + } +} + +Status FileScannerV2::init(RuntimeState* state, const VExprContextSPtrs& conjuncts) { + RETURN_IF_ERROR(Scanner::init(state, conjuncts)); + _get_block_timer = + ADD_TIMER_WITH_LEVEL(_local_state->scanner_profile(), "FileScannerV2GetBlockTime", 1); + _file_counter = + ADD_COUNTER_WITH_LEVEL(_local_state->scanner_profile(), "FileNumber", TUnit::UNIT, 1); + _file_read_bytes_counter = ADD_COUNTER_WITH_LEVEL(_local_state->scanner_profile(), + "FileReadBytes", TUnit::BYTES, 1); + _file_read_calls_counter = ADD_COUNTER_WITH_LEVEL(_local_state->scanner_profile(), + "FileReadCalls", TUnit::UNIT, 1); + _file_read_time_counter = + ADD_TIMER_WITH_LEVEL(_local_state->scanner_profile(), "FileReadTime", 1); + _file_cache_statistics = std::make_unique(); + _file_reader_stats = std::make_unique(); + RETURN_IF_ERROR(_init_io_ctx()); + _io_ctx->file_cache_stats = _file_cache_statistics.get(); + _io_ctx->file_reader_stats = _file_reader_stats.get(); + _io_ctx->is_disposable = _state->query_options().disable_file_cache; + return Status::OK(); +} + +Status FileScannerV2::_open_impl(RuntimeState* state) { + RETURN_IF_CANCELLED(state); + RETURN_IF_ERROR(Scanner::_open_impl(state)); + RETURN_IF_ERROR(_split_source->get_next(&_first_scan_range, &_current_range)); + if (_first_scan_range) { + RETURN_IF_ERROR(_create_table_reader_for_format(_current_range, &_table_reader)); + DORIS_CHECK(_table_reader != nullptr); + RETURN_IF_ERROR(_init_expr_ctxes()); + RETURN_IF_ERROR(_init_table_reader(_current_range)); + } + return Status::OK(); +} + +Status FileScannerV2::_get_block_impl(RuntimeState* state, Block* block, bool* eof) { + while (true) { + RETURN_IF_CANCELLED(state); + if (!_has_prepared_split) { + RETURN_IF_ERROR(_prepare_next_split(eof)); + if (*eof) { + return Status::OK(); + } + } + + { + SCOPED_TIMER(_get_block_timer); + RETURN_IF_ERROR(_table_reader->get_block(block, eof)); + } + if (*eof) { + _state->update_num_finished_scan_range(1); + _has_prepared_split = false; + *eof = false; + continue; + } + return Status::OK(); + } +} + +Status FileScannerV2::_prepare_next_split(bool* eos) { + bool has_next = _first_scan_range; + if (!_first_scan_range) { + RETURN_IF_ERROR(_split_source->get_next(&has_next, &_current_range)); + } + _first_scan_range = false; + if (!has_next || _should_stop) { + *eos = true; + return Status::OK(); + } + DORIS_CHECK(_table_reader != nullptr); + _current_range_path = _current_range.path; + RETURN_IF_ERROR(_prepare_table_reader_split(_current_range)); + COUNTER_UPDATE(_file_counter, 1); + _has_prepared_split = true; + *eos = false; + return Status::OK(); +} + +Status FileScannerV2::_init_table_reader(const TFileRangeDesc& range) { + const auto format_type = get_range_format_type(*_params, range); + format::FileFormat file_format; + RETURN_IF_ERROR(_to_file_format(format_type, &file_format)); + DORIS_CHECK(_table_reader != nullptr); + + format::TableColumnPredicates table_column_predicates; + RETURN_IF_ERROR(_build_table_column_predicates(&table_column_predicates)); + VExprContextSPtrs table_conjuncts; + RETURN_IF_ERROR(_build_table_conjuncts(&table_conjuncts)); + RETURN_IF_ERROR(_table_reader->init({ + .projected_columns = _projected_columns, + .column_predicates = std::move(table_column_predicates), + .conjuncts = std::move(table_conjuncts), + .format = file_format, + .scan_params = const_cast(_params), + .io_ctx = _io_ctx, + .runtime_state = _state, + .scanner_profile = _local_state->scanner_profile(), + .file_slot_descs = &_file_slot_descs, + .push_down_agg_type = _local_state->get_push_down_agg_type(), + .condition_cache_digest = _local_state->get_condition_cache_digest(), + })); + return Status::OK(); +} + +Status FileScannerV2::_create_table_reader_for_format( + const TFileRangeDesc& range, std::unique_ptr* reader) const { + DORIS_CHECK(reader != nullptr); + const auto table_format = table_format_name(range); + if (table_format == "NotSet" || table_format == "tvf") { + *reader = std::make_unique(); + } else if (table_format == "hive") { + *reader = format::hive::HiveReader::create_unique(); + } else if (table_format == "iceberg") { + if (get_range_format_type(*_params, range) == TFileFormatType::FORMAT_JNI) { + *reader = std::make_unique(); + } else { + *reader = std::make_unique(); + } + } else if (table_format == "paimon") { + *reader = std::make_unique(); + } else if (table_format == "hudi") { + *reader = std::make_unique(); + } else if (table_format == "jdbc") { + *reader = std::make_unique(); + } else if (table_format == "max_compute") { + const auto* mc_desc = + static_cast(_output_tuple_desc->table_desc()); + RETURN_IF_ERROR(mc_desc->init_status()); + *reader = std::make_unique(mc_desc); + } else if (table_format == "trino_connector") { + *reader = std::make_unique(); + } else if (table_format == "remote_doris") { + *reader = std::make_unique(); + } else { + return Status::NotSupported("FileScannerV2 does not support table format {}", table_format); + } + return Status::OK(); +} + +Status FileScannerV2::_prepare_table_reader_split(const TFileRangeDesc& range) { + std::map partition_values; + RETURN_IF_ERROR(_generate_partition_values(range, &partition_values)); + RETURN_IF_ERROR(_table_reader->prepare_split({ + .partition_values = std::move(partition_values), + .cache = _kv_cache, + .current_range = range, + .global_rowid_context = _create_global_rowid_context(range), + })); + return Status::OK(); +} + +bool FileScannerV2::_should_enable_file_meta_cache() const { + return ExecEnv::GetInstance()->file_meta_cache()->enabled() && + _split_source->num_scan_ranges() < config::max_external_file_meta_cache_num / 3; +} + +std::optional FileScannerV2::_create_global_rowid_context( + const TFileRangeDesc& range) const { + if (!_need_global_rowid_column) { + return std::nullopt; + } + auto& id_file_map = _state->get_id_file_map(); + DORIS_CHECK(id_file_map != nullptr); + const auto file_id = id_file_map->get_file_mapping_id( + std::make_shared(_local_state->cast().parent_id(), + range, _should_enable_file_meta_cache())); + return format::GlobalRowIdContext { + .version = IdManager::ID_VERSION, + .backend_id = BackendOptions::get_backend_id(), + .file_id = file_id, + }; +} + +Status FileScannerV2::_generate_partition_values( + const TFileRangeDesc& range, std::map* partition_values) const { + DORIS_CHECK(partition_values != nullptr); + partition_values->clear(); + if (!range.__isset.columns_from_path_keys || !range.__isset.columns_from_path) { + return Status::OK(); + } + DORIS_CHECK(range.columns_from_path_keys.size() == range.columns_from_path.size()); + for (size_t idx = 0; idx < range.columns_from_path_keys.size(); ++idx) { + const auto& key = range.columns_from_path_keys[idx]; + const auto it = _partition_slot_descs.find(key); + if (it == _partition_slot_descs.end()) { + continue; + } + const auto& value = range.columns_from_path[idx]; + const bool is_null = range.__isset.columns_from_path_is_null && + idx < range.columns_from_path_is_null.size() && + range.columns_from_path_is_null[idx]; + Field field; + DORIS_CHECK(it->second.slot_desc != nullptr); + RETURN_IF_ERROR(_parse_partition_value(it->second.slot_desc, value, is_null, &field)); + partition_values->emplace(it->second.canonical_name, std::move(field)); + } + return Status::OK(); +} + +Status FileScannerV2::_parse_partition_value(const SlotDescriptor* slot_desc, + const std::string& value, bool is_null, + Field* field) const { + DORIS_CHECK(slot_desc != nullptr); + DORIS_CHECK(field != nullptr); + if (is_null) { + *field = Field::create_field(Null()); + return Status::OK(); + } + const auto data_type = remove_nullable(slot_desc->get_data_type_ptr()); + auto column = data_type->create_column(); + auto serde = data_type->get_serde(); + DataTypeSerDe::FormatOptions options; + options.converted_from_string = true; + StringRef ref(value.data(), value.size()); + RETURN_IF_ERROR(serde->from_string(ref, *column, options)); + DORIS_CHECK(column->size() == 1); + *field = (*column)[0]; + return Status::OK(); +} + +Status FileScannerV2::_init_expr_ctxes() { + _slot_id_to_desc.clear(); + _slot_id_to_global_index.clear(); + _partition_slot_descs.clear(); + _file_slot_descs.clear(); + for (const auto* slot_desc : _output_tuple_desc->slots()) { + _slot_id_to_desc.emplace(slot_desc->id(), slot_desc); + } + DORIS_CHECK(_table_reader != nullptr); + RETURN_IF_ERROR(_build_projected_columns(*_table_reader)); + return Status::OK(); +} + +Status FileScannerV2::_build_projected_columns(const format::TableReader& table_reader) { + _projected_columns.clear(); + _projected_columns.reserve(_params->required_slots.size()); + _need_global_rowid_column = false; + format::ProjectedColumnBuildContext build_context { + .scan_params = _params, + .range = &_current_range, + .runtime_state = _state, + }; + + for (size_t slot_idx = 0; slot_idx < _params->required_slots.size(); ++slot_idx) { + const auto& slot_info = _params->required_slots[slot_idx]; + const auto it = _slot_id_to_desc.find(slot_info.slot_id); + if (it == _slot_id_to_desc.end()) { + return Status::InternalError("Unknown source slot descriptor, slot_id={}", + slot_info.slot_id); + } + auto column = _build_table_column(it->second); + if (column.name.starts_with(BeConsts::GLOBAL_ROWID_COL)) { + _need_global_rowid_column = true; + } + RETURN_IF_ERROR(_build_default_expr(slot_info, &column.default_expr)); + build_context.schema_column.reset(); + RETURN_IF_ERROR(table_reader.annotate_projected_column(slot_info, &build_context, &column)); + // Build nested children from access paths generated by the slot's access-path + // expressions. A projected column can therefore contain only a subset of the schema + // column's nested children. + RETURN_IF_ERROR(AccessPathParser::build_nested_children( + &column, it->second, + build_context.schema_column.has_value() ? &*build_context.schema_column : nullptr)); + if (is_partition_slot(slot_info, column.name)) { + column.is_partition_key = true; + _partition_slot_descs.emplace( + column.name, + PartitionSlotInfo {.slot_desc = it->second, .canonical_name = column.name}); + for (const auto& alias : column.name_mapping) { + _partition_slot_descs.emplace( + alias, + PartitionSlotInfo {.slot_desc = it->second, .canonical_name = column.name}); + } + } else if (is_data_file_slot(slot_info, column.name)) { + _file_slot_descs.push_back(const_cast(it->second)); + } + const auto global_index = format::GlobalIndex(slot_idx); + _slot_id_to_global_index.emplace(slot_info.slot_id, global_index); + _projected_columns.push_back(std::move(column)); + } + RETURN_IF_ERROR(table_reader.validate_projected_columns(build_context)); + return Status::OK(); +} + +Status FileScannerV2::_build_default_expr(const TFileScanSlotInfo& slot_info, + VExprContextSPtr* ctx) const { + DORIS_CHECK(ctx != nullptr); + if (slot_info.__isset.default_value_expr && !slot_info.default_value_expr.nodes.empty()) { + return VExpr::create_expr_tree(slot_info.default_value_expr, *ctx); + } + + if (_params->__isset.default_value_of_src_slot) { + const auto it = _params->default_value_of_src_slot.find(slot_info.slot_id); + if (it != _params->default_value_of_src_slot.end() && !it->second.nodes.empty()) { + return VExpr::create_expr_tree(it->second, *ctx); + } + } + return Status::OK(); +} + +format::ColumnDefinition FileScannerV2::_build_table_column(const SlotDescriptor* slot_desc) { + DORIS_CHECK(slot_desc != nullptr); + format::ColumnDefinition column; + // TODO(gabriel): why always BY_NAME here? + column.identifier = Field::create_field(slot_desc->col_name()); + column.name = slot_desc->col_name(); + column.type = slot_desc->get_data_type_ptr(); + return column; +} + +Status FileScannerV2::_build_table_column_predicates( + format::TableColumnPredicates* predicates) const { + DORIS_CHECK(predicates != nullptr); + predicates->clear(); + const auto& slot_predicates = _local_state->cast()._slot_id_to_predicates; + for (const auto& [slot_id, slot_predicate_list] : slot_predicates) { + const auto it = _slot_id_to_desc.find(slot_id); + if (it == _slot_id_to_desc.end()) { + continue; + } + const auto global_index_it = _slot_id_to_global_index.find(slot_id); + if (global_index_it == _slot_id_to_global_index.end()) { + continue; + } + (*predicates)[global_index_it->second] = slot_predicate_list; + } + return Status::OK(); +} + +Status FileScannerV2::_build_table_conjuncts(VExprContextSPtrs* conjuncts) const { + DORIS_CHECK(conjuncts != nullptr); + conjuncts->clear(); + conjuncts->reserve(_conjuncts.size()); + for (const auto& conjunct : _conjuncts) { + VExprSPtr root; + RETURN_IF_ERROR(format::clone_table_expr_tree(conjunct->root(), &root)); + RETURN_IF_ERROR(rewrite_slot_refs_to_global_index(&root, _slot_id_to_global_index)); + conjuncts->push_back(VExprContext::create_shared(std::move(root))); + } + return Status::OK(); +} + +TFileFormatType::type FileScannerV2::_get_current_format_type() const { + return get_range_format_type(*_params, _current_range); +} + +Status FileScannerV2::_to_file_format(TFileFormatType::type format_type, + format::FileFormat* file_format) { + DORIS_CHECK(file_format != nullptr); + switch (format_type) { + case TFileFormatType::FORMAT_PARQUET: + *file_format = format::FileFormat::PARQUET; + return Status::OK(); + case TFileFormatType::FORMAT_JNI: + *file_format = format::FileFormat::JNI; + return Status::OK(); + case TFileFormatType::FORMAT_CSV_PLAIN: + case TFileFormatType::FORMAT_CSV_GZ: + case TFileFormatType::FORMAT_CSV_BZ2: + case TFileFormatType::FORMAT_CSV_LZ4FRAME: + case TFileFormatType::FORMAT_CSV_LZ4BLOCK: + case TFileFormatType::FORMAT_CSV_LZOP: + case TFileFormatType::FORMAT_CSV_DEFLATE: + case TFileFormatType::FORMAT_CSV_SNAPPYBLOCK: + case TFileFormatType::FORMAT_PROTO: + *file_format = format::FileFormat::CSV; + return Status::OK(); + case TFileFormatType::FORMAT_TEXT: + *file_format = format::FileFormat::TEXT; + return Status::OK(); + case TFileFormatType::FORMAT_JSON: + *file_format = format::FileFormat::JSON; + return Status::OK(); + case TFileFormatType::FORMAT_NATIVE: + *file_format = format::FileFormat::NATIVE; + return Status::OK(); + case TFileFormatType::FORMAT_ARROW: + *file_format = format::FileFormat::ARROW; + return Status::OK(); + default: + return Status::NotSupported("FileScannerV2 does not support file format {}", + to_string(format_type)); + } +} + +Status FileScannerV2::_init_io_ctx() { + _io_ctx = std::make_shared(); + _io_ctx->query_id = &_state->query_id(); + return Status::OK(); +} + +Status FileScannerV2::close(RuntimeState* state) { + if (!_try_close()) { + return Status::OK(); + } + if (_table_reader != nullptr) { + RETURN_IF_ERROR(_table_reader->close()); + _report_condition_cache_profile(); + _table_reader.reset(); + } + return Scanner::close(state); +} + +void FileScannerV2::try_stop() { + Scanner::try_stop(); + if (_io_ctx) { + _io_ctx->should_stop = true; + } +} + +void FileScannerV2::update_realtime_counters() { + if (_file_reader_stats == nullptr) { + return; + } + const int64_t bytes_read = _file_reader_stats->read_bytes; + COUNTER_SET(_file_read_bytes_counter, bytes_read); + COUNTER_SET(_file_read_calls_counter, cast_set(_file_reader_stats->read_calls)); + COUNTER_SET(_file_read_time_counter, cast_set(_file_reader_stats->read_time_ns)); +} + +void FileScannerV2::_collect_profile_before_close() { + _report_file_reader_predicate_filtered_rows(); + Scanner::_collect_profile_before_close(); + if (_file_reader_stats != nullptr) { + COUNTER_SET(_file_read_bytes_counter, cast_set(_file_reader_stats->read_bytes)); + COUNTER_SET(_file_read_calls_counter, cast_set(_file_reader_stats->read_calls)); + COUNTER_SET(_file_read_time_counter, cast_set(_file_reader_stats->read_time_ns)); + } + // Query profiles can be collected before Scanner::close() runs. Publish condition-cache + // counters here as well, using deltas so this method and close() cannot double count. + _report_condition_cache_profile(); +} + +bool FileScannerV2::_should_update_load_counters() const { + if (_is_load) { + return true; + } + // TVF based loads (e.g. http_stream, group commit relay) plan the load source as a + // tvf query scan without src tuple desc, so _is_load is false. But rows filtered by + // the load's WHERE clause still need to be reported as unselected rows. FILE_STREAM + // is only reachable from such load entries, never from normal queries, so use it to + // identify these scanners. + return (_params != nullptr && _params->__isset.file_type && + _params->file_type == TFileType::FILE_STREAM) || + (_current_range.__isset.file_type && _current_range.file_type == TFileType::FILE_STREAM); +} + +void FileScannerV2::_report_file_reader_predicate_filtered_rows() { + const int64_t filtered_rows = _io_ctx != nullptr ? _io_ctx->predicate_filtered_rows : 0; + const int64_t filtered_delta = filtered_rows - _reported_predicate_filtered_rows; + if (filtered_delta > 0) { + // File readers can evaluate localized conjuncts before a block reaches Scanner. Count + // those rows as scanner-level unselected rows so load statistics stay identical no matter + // whether a predicate is pushed down or evaluated by Scanner::_filter_output_block(). + _counter.num_rows_unselected += filtered_delta; + _reported_predicate_filtered_rows = filtered_rows; + } +} + +void FileScannerV2::_report_condition_cache_profile() { + auto* local_state = static_cast(_local_state); + const int64_t hit_count = + _table_reader != nullptr ? _table_reader->condition_cache_hit_count() : 0; + const int64_t hit_delta = hit_count - _reported_condition_cache_hit_count; + if (hit_delta > 0) { + COUNTER_UPDATE(local_state->_condition_cache_hit_counter, hit_delta); + _reported_condition_cache_hit_count = hit_count; + } + const int64_t filtered_rows = _io_ctx != nullptr ? _io_ctx->condition_cache_filtered_rows : 0; + const int64_t filtered_delta = filtered_rows - _reported_condition_cache_filtered_rows; + if (filtered_delta > 0) { + COUNTER_UPDATE(local_state->_condition_cache_filtered_rows_counter, filtered_delta); + _reported_condition_cache_filtered_rows = filtered_rows; + } +} + +} // namespace doris diff --git a/be/src/exec/scan/file_scanner_v2.h b/be/src/exec/scan/file_scanner_v2.h new file mode 100644 index 00000000000000..7140842b12ff3d --- /dev/null +++ b/be/src/exec/scan/file_scanner_v2.h @@ -0,0 +1,150 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include +#include +#include +#include +#include + +#include "common/factory_creator.h" +#include "common/status.h" +#include "core/block/block.h" +#include "exec/operator/file_scan_operator.h" +#include "exec/scan/scanner.h" +#include "exec/scan/split_source_connector.h" +#include "exprs/vexpr_fwd.h" +#include "format_v2/column_mapper.h" +#include "format_v2/table_reader.h" +#include "gen_cpp/Descriptors_types.h" +#include "gen_cpp/PlanNodes_types.h" +#include "io/io_common.h" +#include "runtime/runtime_profile.h" + +namespace doris { + +class RuntimeState; +class SlotDescriptor; +class TFileRangeDesc; +class TFileScanRangeParams; +class ShardedKVCache; + +class FileScannerV2 final : public Scanner { + ENABLE_FACTORY_CREATOR(FileScannerV2); + +public: + static constexpr const char* NAME = "FileScannerV2"; + + static bool is_supported(const TFileScanRangeParams& params, const TFileRangeDesc& range); +#ifdef BE_TEST + static Status TEST_to_file_format(TFileFormatType::type format_type, + format::FileFormat* file_format); + static bool TEST_is_partition_slot(const TFileScanSlotInfo& slot_info, + const std::string& column_name); + static bool TEST_is_data_file_slot(const TFileScanSlotInfo& slot_info, + const std::string& column_name); + static Status TEST_rewrite_slot_refs_to_global_index( + VExprSPtr* expr, + const std::unordered_map& slot_id_to_global_index); +#endif + + FileScannerV2(RuntimeState* state, FileScanLocalState* parent, int64_t limit, + std::shared_ptr split_source, RuntimeProfile* profile, + ShardedKVCache* kv_cache, + const std::unordered_map* colname_to_slot_id); + + Status init(RuntimeState* state, const VExprContextSPtrs& conjuncts) override; + Status _open_impl(RuntimeState* state) override; + Status close(RuntimeState* state) override; + void try_stop() override; + std::string get_name() override { return FileScannerV2::NAME; } + std::string get_current_scan_range_name() override { return _current_range_path; } + void update_realtime_counters() override; + +protected: + Status _get_block_impl(RuntimeState* state, Block* block, bool* eof) override; + void _collect_profile_before_close() override; + bool _should_update_load_counters() const override; + +private: + TFileFormatType::type _get_current_format_type() const; + Status _init_io_ctx(); + Status _init_expr_ctxes(); + Status _prepare_next_split(bool* eos); + Status _init_table_reader(const TFileRangeDesc& range); + Status _create_table_reader_for_format(const TFileRangeDesc& range, + std::unique_ptr* reader) const; + Status _prepare_table_reader_split(const TFileRangeDesc& range); + bool _should_enable_file_meta_cache() const; + std::optional _create_global_rowid_context( + const TFileRangeDesc& range) const; + Status _generate_partition_values(const TFileRangeDesc& range, + std::map* partition_values) const; + Status _parse_partition_value(const SlotDescriptor* slot_desc, const std::string& value, + bool is_null, Field* field) const; + Status _build_projected_columns(const format::TableReader& table_reader); + Status _build_default_expr(const TFileScanSlotInfo& slot_info, VExprContextSPtr* ctx) const; + static format::ColumnDefinition _build_table_column(const SlotDescriptor* slot_desc); + Status _build_table_column_predicates(format::TableColumnPredicates* predicates) const; + Status _build_table_conjuncts(VExprContextSPtrs* conjuncts) const; + static Status _to_file_format(TFileFormatType::type format_type, + format::FileFormat* file_format); + void _report_file_reader_predicate_filtered_rows(); + void _report_condition_cache_profile(); + + struct PartitionSlotInfo { + const SlotDescriptor* slot_desc = nullptr; + std::string canonical_name; + }; + + const TFileScanRangeParams* _params = nullptr; + std::shared_ptr _split_source; + bool _first_scan_range = false; + bool _has_prepared_split = false; + TFileRangeDesc _current_range; + std::string _current_range_path; + + std::unique_ptr _table_reader; + std::vector _projected_columns; + // File formats without embedded schema, such as CSV, still need the FE slot descriptors in + // file-column order. This mirrors old FileScanner::_file_slot_descs and is passed only to + // readers that cannot derive their schema from file metadata. + std::vector _file_slot_descs; + bool _need_global_rowid_column = false; + std::unordered_map _slot_id_to_desc; + std::unordered_map _slot_id_to_global_index; + std::unordered_map _partition_slot_descs; + + std::unique_ptr _file_cache_statistics; + std::unique_ptr _file_reader_stats; + std::shared_ptr _io_ctx; + ShardedKVCache* _kv_cache = nullptr; + + RuntimeProfile::Counter* _get_block_timer = nullptr; + RuntimeProfile::Counter* _file_counter = nullptr; + RuntimeProfile::Counter* _file_read_bytes_counter = nullptr; + RuntimeProfile::Counter* _file_read_calls_counter = nullptr; + RuntimeProfile::Counter* _file_read_time_counter = nullptr; + int64_t _reported_predicate_filtered_rows = 0; + int64_t _reported_condition_cache_hit_count = 0; + int64_t _reported_condition_cache_filtered_rows = 0; +}; + +} // namespace doris diff --git a/be/src/exec/scan/split_source_connector.h b/be/src/exec/scan/split_source_connector.h index 5926baff303cbf..320f6f90d0dd02 100644 --- a/be/src/exec/scan/split_source_connector.h +++ b/be/src/exec/scan/split_source_connector.h @@ -17,6 +17,8 @@ #pragma once +#include + #include "common/config.h" #include "core/custom_allocator.h" #include "runtime/runtime_state.h" @@ -45,6 +47,15 @@ class SplitSourceConnector { virtual TFileScanRangeParams* get_params() = 0; + virtual bool all_scan_ranges_match( + const TFileScanRangeParams& params, + const std::function& + predicate) { + (void)params; + (void)predicate; + return false; + } + protected: template , typename V2 = std::vector> requires(std::is_same_v, @@ -125,6 +136,24 @@ class LocalSplitSourceConnector : public SplitSourceConnector { throw Exception( Status::FatalError("Unreachable, params is got by file_scan_range_params_map")); } + + bool all_scan_ranges_match( + const TFileScanRangeParams& params, + const std::function& + predicate) override { + if (_scan_ranges.empty()) { + return false; + } + for (const auto& scan_range : _scan_ranges) { + const auto& file_scan_range = scan_range.scan_range.ext_scan_range.file_scan_range; + for (const auto& range : file_scan_range.ranges) { + if (!predicate(params, range)) { + return false; + } + } + } + return true; + } }; /** diff --git a/be/src/exec/sink/writer/vhive_partition_writer.cpp b/be/src/exec/sink/writer/vhive_partition_writer.cpp index 686732b4712e06..f10922e908d01a 100644 --- a/be/src/exec/sink/writer/vhive_partition_writer.cpp +++ b/be/src/exec/sink/writer/vhive_partition_writer.cpp @@ -88,6 +88,8 @@ Status VHivePartitionWriter::open(RuntimeState* state, RuntimeProfile* operator_ to_string(_hive_compress_type)); } } + // TODO: INT96 is kept for Hive 2/3 compatibility. Add an explicit option before + // changing the default Hive parquet timestamp encoding to standard logical types. ParquetFileOptions parquet_options = {parquet_compression_type, TParquetVersion::PARQUET_1_0, false, true}; _file_format_transformer = std::make_unique( diff --git a/be/src/exprs/runtime_filter_expr.cpp b/be/src/exprs/runtime_filter_expr.cpp index 8544c809206785..a4f47ac9257bef 100644 --- a/be/src/exprs/runtime_filter_expr.cpp +++ b/be/src/exprs/runtime_filter_expr.cpp @@ -63,6 +63,17 @@ RuntimeFilterExpr::RuntimeFilterExpr(const TExprNode& node, VExprSPtr impl, doub _filter_id(filter_id), _sampling_frequency(sampling_frequency) {} +Status RuntimeFilterExpr::clone_node(VExprSPtr* cloned_expr) const { + DORIS_CHECK(cloned_expr != nullptr); + DORIS_CHECK(_impl != nullptr); + VExprSPtr cloned_impl; + RETURN_IF_ERROR(_impl->deep_clone(&cloned_impl)); + *cloned_expr = RuntimeFilterExpr::create_shared(clone_texpr_node(), std::move(cloned_impl), + _ignore_thredhold, _null_aware, _filter_id, + _sampling_frequency); + return Status::OK(); +} + Status RuntimeFilterExpr::prepare(RuntimeState* state, const RowDescriptor& desc, VExprContext* context) { RETURN_IF_ERROR_OR_PREPARED(_impl->prepare(state, desc, context)); @@ -87,7 +98,7 @@ void RuntimeFilterExpr::close(VExprContext* context, FunctionContext::FunctionSt Status RuntimeFilterExpr::execute_column_impl(VExprContext* context, const Block* block, const Selector* selector, size_t count, ColumnPtr& result_column) const { - return Status::InternalError("Not implement RuntimeFilterExpr::execute_column_impl"); + return _impl->execute_column(context, block, selector, count, result_column); } const std::string& RuntimeFilterExpr::expr_name() const { diff --git a/be/src/exprs/runtime_filter_expr.h b/be/src/exprs/runtime_filter_expr.h index ceb4324d9d56f5..d9cea40781d1f9 100644 --- a/be/src/exprs/runtime_filter_expr.h +++ b/be/src/exprs/runtime_filter_expr.h @@ -23,6 +23,7 @@ #include #include #include +#include #include "common/config.h" #include "common/status.h" @@ -80,6 +81,8 @@ class RuntimeFilterExpr final : public VExpr { } VExprSPtr get_impl() const override { return _impl; } + void set_impl(VExprSPtr impl) { _impl = std::move(impl); } + Status clone_node(VExprSPtr* cloned_expr) const override; void attach_profile_counter(std::shared_ptr rf_input_rows, std::shared_ptr rf_filter_rows, @@ -112,6 +115,9 @@ class RuntimeFilterExpr final : public VExpr { std::shared_ptr predicate_always_true_rows_counter() const { return _always_true_filter_rows; } + bool is_slot_ref() const override { return false; } + bool is_virtual_slot_ref() const override { return false; } + bool is_column_ref() const override { return false; } private: VExprSPtr _impl; diff --git a/be/src/exprs/short_circuit_evaluation_expr.h b/be/src/exprs/short_circuit_evaluation_expr.h index 47a37b360c6e90..7240207aacad71 100644 --- a/be/src/exprs/short_circuit_evaluation_expr.h +++ b/be/src/exprs/short_circuit_evaluation_expr.h @@ -63,6 +63,13 @@ class ShortCircuitIfExpr final : public ShortCircuitExpr { ~ShortCircuitIfExpr() override = default; const std::string& expr_name() const override { return IF_NAME; } + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + auto node = clone_texpr_node(); + node.__set_short_circuit_evaluation(true); + *cloned_expr = ShortCircuitIfExpr::create_shared(node); + return Status::OK(); + } Status execute_column_impl(VExprContext* context, const Block* block, const Selector* selector, size_t count, ColumnPtr& result_column) const override; @@ -76,6 +83,18 @@ class ShortCircuitCaseExpr final : public ShortCircuitExpr { ShortCircuitCaseExpr(const TExprNode& node); ~ShortCircuitCaseExpr() override = default; const std::string& expr_name() const override { return CASE_NAME; } + bool has_else_expr() const { return _has_else_expr; } + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + auto node = clone_texpr_node(); + TCaseExpr case_node; + case_node.__set_has_case_expr(false); + case_node.__set_has_else_expr(_has_else_expr); + node.__set_case_expr(case_node); + node.__set_short_circuit_evaluation(true); + *cloned_expr = ShortCircuitCaseExpr::create_shared(node); + return Status::OK(); + } Status execute_column_impl(VExprContext* context, const Block* block, const Selector* selector, size_t count, ColumnPtr& result_column) const override; @@ -91,6 +110,13 @@ class ShortCircuitIfNullExpr final : public ShortCircuitExpr { ~ShortCircuitIfNullExpr() override = default; const std::string& expr_name() const override { return IFNULL_NAME; } + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + auto node = clone_texpr_node(); + node.__set_short_circuit_evaluation(true); + *cloned_expr = ShortCircuitIfNullExpr::create_shared(node); + return Status::OK(); + } Status execute_column_impl(VExprContext* context, const Block* block, const Selector* selector, size_t count, ColumnPtr& result_column) const override; @@ -104,10 +130,17 @@ class ShortCircuitCoalesceExpr final : public ShortCircuitExpr { ShortCircuitCoalesceExpr(const TExprNode& node) : ShortCircuitExpr(node) {} ~ShortCircuitCoalesceExpr() override = default; const std::string& expr_name() const override { return COALESCE_NAME; } + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + auto node = clone_texpr_node(); + node.__set_short_circuit_evaluation(true); + *cloned_expr = ShortCircuitCoalesceExpr::create_shared(node); + return Status::OK(); + } Status execute_column_impl(VExprContext* context, const Block* block, const Selector* selector, size_t count, ColumnPtr& result_column) const override; private: inline static const std::string COALESCE_NAME = "coalesce"; }; -} // namespace doris \ No newline at end of file +} // namespace doris diff --git a/be/src/exprs/vbloom_predicate.h b/be/src/exprs/vbloom_predicate.h index f23bde0d9ad3fd..410bb5c8d370b3 100644 --- a/be/src/exprs/vbloom_predicate.h +++ b/be/src/exprs/vbloom_predicate.h @@ -59,6 +59,13 @@ class VBloomPredicate final : public VExpr { std::shared_ptr get_bloom_filter_func() const override { return _filter; } uint64_t get_digest(uint64_t seed) const override; + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + auto cloned = VBloomPredicate::create_shared(clone_texpr_node()); + cloned->set_filter(_filter); + *cloned_expr = std::move(cloned); + return Status::OK(); + } private: Status _do_execute(VExprContext* context, const Block* block, const uint8_t* __restrict filter, diff --git a/be/src/exprs/vcase_expr.h b/be/src/exprs/vcase_expr.h index 97b2551091d100..6787283f0c5d23 100644 --- a/be/src/exprs/vcase_expr.h +++ b/be/src/exprs/vcase_expr.h @@ -59,6 +59,17 @@ class VCaseExpr final : public VExpr { void close(VExprContext* context, FunctionContext::FunctionStateScope scope) override; const std::string& expr_name() const override; std::string debug_string() const override; + bool has_else_expr() const { return _has_else_expr; } + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + auto node = clone_texpr_node(); + TCaseExpr case_node; + case_node.__set_has_case_expr(false); + case_node.__set_has_else_expr(_has_else_expr); + node.__set_case_expr(case_node); + *cloned_expr = VCaseExpr::create_shared(node); + return Status::OK(); + } private: template diff --git a/be/src/exprs/vcast_expr.h b/be/src/exprs/vcast_expr.h index c3f2526794b3b8..f0f3ead95d56af 100644 --- a/be/src/exprs/vcast_expr.h +++ b/be/src/exprs/vcast_expr.h @@ -57,6 +57,11 @@ class VCastExpr : public VExpr { const DataTypePtr& get_target_type() const; virtual std::string cast_name() const { return "CAST"; } + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + *cloned_expr = VCastExpr::create_shared(clone_texpr_node()); + return Status::OK(); + } uint64_t get_digest(uint64_t seed) const override { auto res = VExpr::get_digest(seed); @@ -94,6 +99,13 @@ class TryCastExpr final : public VCastExpr { size_t count, ColumnPtr& result_column) const override; ~TryCastExpr() override = default; std::string cast_name() const override { return "TRY CAST"; } + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + auto node = clone_texpr_node(); + node.__set_is_cast_nullable(_original_cast_return_is_nullable); + *cloned_expr = TryCastExpr::create_shared(node); + return Status::OK(); + } private: DataTypePtr original_cast_return_type() const; diff --git a/be/src/exprs/vcolumn_ref.h b/be/src/exprs/vcolumn_ref.h index e4485e5815e02f..33ade77defaaba 100644 --- a/be/src/exprs/vcolumn_ref.h +++ b/be/src/exprs/vcolumn_ref.h @@ -81,6 +81,19 @@ class VColumnRef final : public VExpr { } } + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + auto node = clone_texpr_node(); + TColumnRef column_ref; + column_ref.__set_column_id(_column_id); + column_ref.__set_column_name(_column_name); + node.__set_column_ref(column_ref); + auto cloned = VColumnRef::create_shared(node); + cloned->set_gap(_gap.load()); + *cloned_expr = std::move(cloned); + return Status::OK(); + } + std::string debug_string() const override { std::stringstream out; out << "VColumnRef(slot_id: " << _column_id << ",column_name: " << _column_name diff --git a/be/src/exprs/vcompound_pred.h b/be/src/exprs/vcompound_pred.h index 0c8fd46d8bdf37..51945d2ccba62e 100644 --- a/be/src/exprs/vcompound_pred.h +++ b/be/src/exprs/vcompound_pred.h @@ -58,6 +58,11 @@ class VCompoundPred : public VectorizedFnCall { #endif const std::string& expr_name() const override { return _expr_name; } + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + *cloned_expr = VCompoundPred::create_shared(clone_texpr_node()); + return Status::OK(); + } Status evaluate_inverted_index(VExprContext* context, uint32_t segment_num_rows) override { segment_v2::InvertedIndexResultBitmap res; diff --git a/be/src/exprs/vcondition_expr.h b/be/src/exprs/vcondition_expr.h index ceb6ed1396d78f..6beade74b3e3d6 100644 --- a/be/src/exprs/vcondition_expr.h +++ b/be/src/exprs/vcondition_expr.h @@ -65,6 +65,11 @@ class VectorizedIfExpr : public VConditionExpr { size_t count, ColumnPtr& result_column) const override; const std::string& expr_name() const override { return IF_NAME; } + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + *cloned_expr = VectorizedIfExpr::create_shared(clone_texpr_node()); + return Status::OK(); + } inline static const std::string IF_NAME = "if"; protected: @@ -123,6 +128,11 @@ class VectorizedIfNullExpr : public VectorizedIfExpr { public: VectorizedIfNullExpr(const TExprNode& node) : VectorizedIfExpr(node) {} const std::string& expr_name() const override { return IF_NULL_NAME; } + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + *cloned_expr = VectorizedIfNullExpr::create_shared(clone_texpr_node()); + return Status::OK(); + } inline static const std::string IF_NULL_NAME = "ifnull"; Status execute_column_impl(VExprContext* context, const Block* block, const Selector* selector, @@ -137,6 +147,11 @@ class VectorizedCoalesceExpr : public VConditionExpr { size_t count, ColumnPtr& result_column) const override; VectorizedCoalesceExpr(const TExprNode& node) : VConditionExpr(node) {} const std::string& expr_name() const override { return NAME; } + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + *cloned_expr = VectorizedCoalesceExpr::create_shared(clone_texpr_node()); + return Status::OK(); + } inline static const std::string NAME = "coalesce"; }; diff --git a/be/src/exprs/vdirect_in_predicate.h b/be/src/exprs/vdirect_in_predicate.h index 882c8d4de69030..fed92a35a23afb 100644 --- a/be/src/exprs/vdirect_in_predicate.h +++ b/be/src/exprs/vdirect_in_predicate.h @@ -68,6 +68,12 @@ class VDirectInPredicate final : public VExpr { std::shared_ptr get_set_func() const override { return _filter; } + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + *cloned_expr = VDirectInPredicate::create_shared(clone_texpr_node(), _filter); + return Status::OK(); + } + bool get_slot_in_expr(VExprSPtr& new_root) const { if (!get_child(0)->is_slot_ref()) { return false; diff --git a/be/src/exprs/vectorized_fn_call.cpp b/be/src/exprs/vectorized_fn_call.cpp index b5ac9cf0c76634..9704a6629a933b 100644 --- a/be/src/exprs/vectorized_fn_call.cpp +++ b/be/src/exprs/vectorized_fn_call.cpp @@ -80,7 +80,9 @@ const static std::set DISTANCE_FUNCS = {L2DistanceApproximate::name const static std::set OPS_FOR_ANN_RANGE_SEARCH = { TExprOpcode::GE, TExprOpcode::LE, TExprOpcode::LE, TExprOpcode::GT, TExprOpcode::LT}; -VectorizedFnCall::VectorizedFnCall(const TExprNode& node) : VExpr(node) {} +VectorizedFnCall::VectorizedFnCall(const TExprNode& node) : VExpr(node) { + _function_name = _fn.name.function_name; +} Status VectorizedFnCall::prepare(RuntimeState* state, const RowDescriptor& desc, VExprContext* context) { diff --git a/be/src/exprs/vectorized_fn_call.h b/be/src/exprs/vectorized_fn_call.h index ff7b8174e8a7ad..7b721260daad5e 100644 --- a/be/src/exprs/vectorized_fn_call.h +++ b/be/src/exprs/vectorized_fn_call.h @@ -99,6 +99,12 @@ class VectorizedFnCall : public VExpr { segment_v2::AnnRangeSearchRuntime& runtime, bool& suitable_for_ann_index) override; + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + *cloned_expr = std::make_shared(*this); + return Status::OK(); + } + protected: FunctionBasePtr _function; std::string _expr_name; diff --git a/be/src/exprs/vexpr.cpp b/be/src/exprs/vexpr.cpp index 7f6b75ce6ddeab..b5b701e2829ca2 100644 --- a/be/src/exprs/vexpr.cpp +++ b/be/src/exprs/vexpr.cpp @@ -372,6 +372,51 @@ VExpr::VExpr(DataTypePtr type, bool is_slotref) } } +TExprNode VExpr::clone_texpr_node() const { + TExprNode node; + node.__set_node_type(_node_type); + node.__set_opcode(_opcode); + node.__set_type(create_type_desc(remove_nullable(_data_type)->get_primitive_type(), + static_cast(_data_type->get_precision()), + static_cast(_data_type->get_scale()))); + node.__set_is_nullable(_data_type->is_nullable()); + node.__set_num_children(get_num_children()); + node.__set_fn(_fn); + return node; +} + +Status VExpr::clone_node(VExprSPtr* cloned_expr) const { + DORIS_CHECK(cloned_expr != nullptr); + return Status::NotSupported("Cannot clone expression {} for file-local rewrite", expr_name()); +} + +Status VExpr::deep_clone(VExprSPtr* cloned_expr, + const VExprCloneNodeOverride& clone_node_override) const { + DORIS_CHECK(cloned_expr != nullptr); + + VExprSPtr cloned; + if (clone_node_override) { + RETURN_IF_ERROR(clone_node_override(*this, &cloned)); + } + if (cloned == nullptr) { + RETURN_IF_ERROR(clone_node(&cloned)); + } + DORIS_CHECK(cloned != nullptr); + + VExprSPtrs cloned_children; + cloned_children.reserve(_children.size()); + for (const auto& child : _children) { + DORIS_CHECK(child != nullptr); + VExprSPtr cloned_child; + RETURN_IF_ERROR(child->deep_clone(&cloned_child, clone_node_override)); + cloned_children.push_back(std::move(cloned_child)); + } + cloned->set_children(std::move(cloned_children)); + cloned->reset_prepare_state(); + *cloned_expr = std::move(cloned); + return Status::OK(); +} + Status VExpr::prepare(RuntimeState* state, const RowDescriptor& row_desc, VExprContext* context) { ++context->_depth_num; if (context->_depth_num > config::max_depth_of_expr_tree) { @@ -401,6 +446,15 @@ Status VExpr::open(RuntimeState* state, VExprContext* context, return Status::OK(); } +void VExpr::reset_prepare_state() { + _prepared = false; + _prepare_finished = false; + _open_finished = false; + for (auto& child : _children) { + child->reset_prepare_state(); + } +} + void VExpr::close(VExprContext* context, FunctionContext::FunctionStateScope scope) { for (auto& i : _children) { i->close(context, scope); @@ -751,8 +805,9 @@ Status VExpr::get_const_col(VExprContext* context, return Status::OK(); } - if (_constant_col != nullptr) { - DCHECK(column_wrapper != nullptr); + if (_constant_col != nullptr && column_wrapper == nullptr) { + return Status::OK(); + } else if (_constant_col != nullptr) { *column_wrapper = _constant_col; return Status::OK(); } diff --git a/be/src/exprs/vexpr.h b/be/src/exprs/vexpr.h index 58bb14abe47cab..1851e9cb64a356 100644 --- a/be/src/exprs/vexpr.h +++ b/be/src/exprs/vexpr.h @@ -24,6 +24,7 @@ #include #include +#include #include #include #include @@ -79,6 +80,7 @@ struct AnnRangeSearchRuntime; // the relatioinship between threads and classes. using Selector = IColumn::Selector; +using VExprCloneNodeOverride = std::function; struct AnnRangeSearchEvaluationResult { // Indicates whether the expr row_bitmap has been updated. @@ -210,11 +212,13 @@ class VExpr { const DataTypePtr& data_type() const { return _data_type; } - bool is_slot_ref() const { return _node_type == TExprNodeType::SLOT_REF; } + virtual bool is_slot_ref() const { return _node_type == TExprNodeType::SLOT_REF; } - bool is_virtual_slot_ref() const { return _node_type == TExprNodeType::VIRTUAL_SLOT_REF; } + virtual bool is_virtual_slot_ref() const { + return _node_type == TExprNodeType::VIRTUAL_SLOT_REF; + } - bool is_column_ref() const { return _node_type == TExprNodeType::COLUMN_REF; } + virtual bool is_column_ref() const { return _node_type == TExprNodeType::COLUMN_REF; } virtual bool is_literal() const { return false; } @@ -248,6 +252,10 @@ class VExpr { static bool contains_blockable_function(const VExprContextSPtrs& ctxs); + Status deep_clone(VExprSPtr* cloned_expr, + const VExprCloneNodeOverride& clone_node_override = {}) const; + virtual Status clone_node(VExprSPtr* cloned_expr) const; + bool is_nullable() const { return _data_type->is_nullable(); } PrimitiveType result_type() const { return _data_type->get_primitive_type(); } @@ -262,6 +270,7 @@ class VExpr { virtual const VExprSPtrs& children() const { return _children; } void set_children(const VExprSPtrs& children) { _children = children; } void set_children(VExprSPtrs&& children) { _children = std::move(children); } + void reset_prepare_state(); virtual std::string debug_string() const; static std::string debug_string(const VExprSPtrs& exprs); static std::string debug_string(const VExprContextSPtrs& ctxs); @@ -269,7 +278,7 @@ class VExpr { static ColumnPtr filter_column_with_selector(const ColumnPtr& origin_column, const Selector* selector, size_t count) { if (selector == nullptr) { - DCHECK_EQ(origin_column->size(), count); + DCHECK_EQ(origin_column->size(), count) << origin_column->get_name(); return origin_column; } DCHECK_EQ(count, selector->size()); @@ -363,6 +372,8 @@ class VExpr { virtual uint64_t get_digest(uint64_t seed) const; protected: + TExprNode clone_texpr_node() const; + /// Simple debug string that provides no expr subclass-specific information std::string debug_string(const std::string& expr_name) const { std::stringstream out; diff --git a/be/src/exprs/vin_predicate.h b/be/src/exprs/vin_predicate.h index 1d3ad4e4ce7c3e..bfdccfb6c1b586 100644 --- a/be/src/exprs/vin_predicate.h +++ b/be/src/exprs/vin_predicate.h @@ -60,6 +60,15 @@ class VInPredicate MOCK_REMOVE(final) : public VExpr { Status evaluate_inverted_index(VExprContext* context, uint32_t segment_num_rows) override; uint64_t get_digest(uint64_t seed) const override { return 0; } + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + auto node = clone_texpr_node(); + TInPredicate in_predicate; + in_predicate.__set_is_not_in(_is_not_in); + node.__set_in_predicate(in_predicate); + *cloned_expr = VInPredicate::create_shared(node); + return Status::OK(); + } private: FunctionBasePtr _function; @@ -70,4 +79,4 @@ class VInPredicate MOCK_REMOVE(final) : public VExpr { uint32_t _in_list_value_count_threshold = 10; bool _is_args_all_constant = false; }; -} // namespace doris \ No newline at end of file +} // namespace doris diff --git a/be/src/exprs/vliteral.cpp b/be/src/exprs/vliteral.cpp index 551839f699e2e6..9b93d7097274ee 100644 --- a/be/src/exprs/vliteral.cpp +++ b/be/src/exprs/vliteral.cpp @@ -37,12 +37,6 @@ namespace doris { class VExprContext; -void VLiteral::init(const TExprNode& node) { - Field field; - field = _data_type->get_field(node); - _column_ptr = _data_type->create_column_const(1, field); -} - Status VLiteral::prepare(RuntimeState* state, const RowDescriptor& desc, VExprContext* context) { RETURN_IF_ERROR_OR_PREPARED(VExpr::prepare(state, desc, context)); return Status::OK(); diff --git a/be/src/exprs/vliteral.h b/be/src/exprs/vliteral.h index b1b8e89157d420..89988e2ba31142 100644 --- a/be/src/exprs/vliteral.h +++ b/be/src/exprs/vliteral.h @@ -24,6 +24,7 @@ #include "common/status.h" #include "core/data_type/data_type.h" #include "core/data_type_serde/data_type_serde.h" +#include "core/field.h" #include "exprs/vexpr.h" namespace doris { @@ -39,10 +40,19 @@ class VLiteral : public VExpr { VLiteral(const TExprNode& node, bool should_init = true) : VExpr(node), _expr_name(_data_type->get_name()) { if (should_init) { - init(node); + Field field; + field = _data_type->get_field(node); + _column_ptr = _data_type->create_column_const(1, field); } } + VLiteral(const DataTypePtr& type, const Field& field) : VExpr(type, false) { + _data_type = type; + _column_ptr = _data_type->create_column_const(1, field); + _node_type = TExprNodeType::LITERAL; + _expr_name = _data_type->get_name(); + } + #ifdef BE_TEST VLiteral() = default; MOCK_FUNCTION std::string value() const; @@ -67,13 +77,18 @@ class VLiteral : public VExpr { bool equals(const VExpr& other) override; uint64_t get_digest(uint64_t seed) const override; + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + Field field; + _column_ptr->get(0, field); + *cloned_expr = VLiteral::create_shared(_data_type, field); + return Status::OK(); + } protected: + VLiteral(const DataTypePtr& type) : VExpr(type, false) {} ColumnPtr _column_ptr; std::string _expr_name; - -private: - void init(const TExprNode& node); }; } // namespace doris diff --git a/be/src/exprs/vslot_ref.cpp b/be/src/exprs/vslot_ref.cpp index 87aad6b977ecbe..f02ef50d5751c3 100644 --- a/be/src/exprs/vslot_ref.cpp +++ b/be/src/exprs/vslot_ref.cpp @@ -41,10 +41,28 @@ VSlotRef::VSlotRef(const doris::TExprNode& node) VSlotRef::VSlotRef(const SlotDescriptor* desc) : VExpr(desc->type(), true), _slot_id(desc->id()), _column_id(-1), _column_name(nullptr) {} +VSlotRef::VSlotRef(int slot_id, int column_id, int column_uniq_id, const DataTypePtr& type, + std::string column_name) + : VExpr(type, true), + _slot_id(slot_id), + _column_id(column_id), + _column_uniq_id(column_uniq_id), + _owned_column_name(std::move(column_name)), + _column_name(&_owned_column_name) {} + Status VSlotRef::prepare(doris::RuntimeState* state, const doris::RowDescriptor& desc, VExprContext* context) { - RETURN_IF_ERROR_OR_PREPARED(VExpr::prepare(state, desc, context)); DCHECK_EQ(_children.size(), 0); + if (_prepared) { + return Status::OK(); + } + if (_column_id >= 0 && _column_name != nullptr) { + _prepared = true; + _prepare_finished = true; + return Status::OK(); + } + _prepared = true; + RETURN_IF_ERROR(VExpr::prepare(state, desc, context)); if (_slot_id == -1) { _prepare_finished = true; return Status::OK(); @@ -109,6 +127,27 @@ DataTypePtr VSlotRef::execute_type(const Block* block) const { return block->get_by_position(_column_id).type; } +Status VSlotRef::clone_node(VExprSPtr* cloned_expr) const { + DORIS_CHECK(cloned_expr != nullptr); + if (_column_id >= 0 && _column_name != nullptr) { + *cloned_expr = VSlotRef::create_shared(_slot_id, _column_id, _column_uniq_id, _data_type, + *_column_name); + return Status::OK(); + } + auto node = clone_texpr_node(); + TSlotRef slot_ref; + slot_ref.__set_slot_id(_slot_id); + node.__set_slot_ref(slot_ref); + node.__set_label(_column_label); + auto cloned = VSlotRef::create_shared(node); + auto* cloned_slot_ref = static_cast(cloned.get()); + cloned_slot_ref->_column_id = _column_id; + cloned_slot_ref->_column_uniq_id = _column_uniq_id; + cloned_slot_ref->_column_name = _column_name; + *cloned_expr = std::move(cloned); + return Status::OK(); +} + const std::string& VSlotRef::expr_name() const { return *_column_name; } diff --git a/be/src/exprs/vslot_ref.h b/be/src/exprs/vslot_ref.h index ef61edc384c2f2..a67bdc1953cd0a 100644 --- a/be/src/exprs/vslot_ref.h +++ b/be/src/exprs/vslot_ref.h @@ -31,12 +31,14 @@ class TExprNode; class Block; class VExprContext; -class VSlotRef MOCK_REMOVE(final) : public VExpr { +class VSlotRef : public VExpr { ENABLE_FACTORY_CREATOR(VSlotRef); public: VSlotRef(const TExprNode& node); VSlotRef(const SlotDescriptor* desc); + VSlotRef(int slot_id, int column_id, int column_uniq_id, const DataTypePtr& type, + std::string column_name); #ifdef BE_TEST VSlotRef() = default; void set_slot_id(int slot_id) { _slot_id = slot_id; } @@ -58,6 +60,7 @@ class VSlotRef MOCK_REMOVE(final) : public VExpr { int column_id() const { return _column_id; } MOCK_FUNCTION int slot_id() const { return _slot_id; } + int column_uniq_id() const { return _column_uniq_id; } bool equals(const VExpr& other) override; @@ -67,16 +70,24 @@ class VSlotRef MOCK_REMOVE(final) : public VExpr { column_ids.insert(_column_id); } - MOCK_FUNCTION const std::string& column_name() const { return *_column_name; } + virtual const std::string& column_name() const { return *_column_name; } uint64_t get_digest(uint64_t seed) const override; double execute_cost() const override { return 0.0; } + Status clone_node(VExprSPtr* cloned_expr) const override; + +protected: + VSlotRef(int slot_id, int column_id, int column_uniq_id) + : _slot_id(slot_id), _column_id(column_id), _column_uniq_id(column_uniq_id) { + _node_type = TExprNodeType::SLOT_REF; + } private: int _slot_id; int _column_id; int _column_uniq_id = -1; + std::string _owned_column_name; const std::string* _column_name = nullptr; const std::string _column_label; }; diff --git a/be/src/exprs/vtopn_pred.h b/be/src/exprs/vtopn_pred.h index 94887588f536da..a6edec65accd3d 100644 --- a/be/src/exprs/vtopn_pred.h +++ b/be/src/exprs/vtopn_pred.h @@ -63,6 +63,11 @@ class VTopNPred : public VExpr { } int source_node_id() const { return _source_node_id; } + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + *cloned_expr = VTopNPred::create_shared(clone_texpr_node(), _source_node_id, nullptr); + return Status::OK(); + } Status prepare(RuntimeState* state, const RowDescriptor& desc, VExprContext* context) override { _predicate = &state->get_query_ctx()->get_runtime_predicate(_source_node_id); diff --git a/be/src/format/CMakeLists.txt b/be/src/format/CMakeLists.txt index ef9dab92c00f97..bc0325f3e0f252 100644 --- a/be/src/format/CMakeLists.txt +++ b/be/src/format/CMakeLists.txt @@ -22,6 +22,9 @@ set(LIBRARY_OUTPUT_PATH "${BUILD_DIR}/src/format") set(EXECUTABLE_OUTPUT_PATH "${BUILD_DIR}/src/format") file(GLOB_RECURSE SRC_FILES CONFIGURE_DEPENDS *.cpp) +file(GLOB_RECURSE FORMAT_V2_SRC_FILES CONFIGURE_DEPENDS + ${CMAKE_CURRENT_SOURCE_DIR}/../format_v2/*.cpp) +list(APPEND SRC_FILES ${FORMAT_V2_SRC_FILES}) # Lance reader requires Rust static library (BUILD_RUST_READERS=ON) if (NOT BUILD_RUST_READERS) diff --git a/be/src/format/csv/csv_reader.cpp b/be/src/format/csv/csv_reader.cpp index 3d1e978ffe911f..b8f0be49bfea1e 100644 --- a/be/src/format/csv/csv_reader.cpp +++ b/be/src/format/csv/csv_reader.cpp @@ -668,8 +668,8 @@ Status CsvReader::_create_file_reader(bool need_schema) { need_schema)); } else { _file_description.mtime = _range.__isset.modification_time ? _range.modification_time : 0; - io::FileReaderOptions reader_options = - FileFactory::get_reader_options(_state, _file_description); + io::FileReaderOptions reader_options = FileFactory::get_reader_options( + _state ? _state->query_options() : _default_query_options, _file_description); io::FileReaderSPtr file_reader; if (_io_ctx_holder) { file_reader = DORIS_TRY(io::DelegateReader::create_file_reader( diff --git a/be/src/format/generic_reader.h b/be/src/format/generic_reader.h index d849d595056adb..88fc3fb85a0eb1 100644 --- a/be/src/format/generic_reader.h +++ b/be/src/format/generic_reader.h @@ -40,6 +40,7 @@ #include "runtime/runtime_state.h" #include "storage/predicate/block_column_predicate.h" #include "storage/segment/common.h" +#include "storage/segment/condition_cache.h" #include "util/profile_collector.h" namespace doris { @@ -51,16 +52,6 @@ namespace doris { class Block; class VSlotRef; -// Context passed from FileScanner to readers for condition cache integration. -// On MISS: readers populate filter_result per-granule during predicate evaluation. -// On HIT: readers skip granules where filter_result[granule] == false. -struct ConditionCacheContext { - bool is_hit = false; - std::shared_ptr> filter_result; // per-granule: true = has surviving rows - int64_t base_granule = 0; // global granule index of the first granule in filter_result - static constexpr int GRANULE_SIZE = 2048; -}; - /// Base context for the unified init_reader(ReaderInitContext*) template method. /// Contains fields shared by ALL reader types. Format-specific readers define /// subclasses (ParquetInitContext, OrcInitContext, etc.) with extra fields. @@ -299,6 +290,7 @@ class GenericReader : public ProfileCollector { // ---- get_columns cache ---- bool _get_columns_cached = false; std::unordered_map _cached_name_to_type; + const TQueryOptions _default_query_options; }; /// Provides an accessor for the current batch's row positions within the file. diff --git a/be/src/format/json/new_json_reader.cpp b/be/src/format/json/new_json_reader.cpp index 8d53b6009e6bef..1aa19574b39a58 100644 --- a/be/src/format/json/new_json_reader.cpp +++ b/be/src/format/json/new_json_reader.cpp @@ -498,8 +498,8 @@ Status NewJsonReader::_open_file_reader(bool need_schema) { need_schema)); } else { _file_description.mtime = _range.__isset.modification_time ? _range.modification_time : 0; - io::FileReaderOptions reader_options = - FileFactory::get_reader_options(_state, _file_description); + io::FileReaderOptions reader_options = FileFactory::get_reader_options( + _state ? _state->query_options() : _default_query_options, _file_description); io::FileReaderSPtr file_reader; if (_io_ctx_holder) { file_reader = DORIS_TRY(io::DelegateReader::create_file_reader( diff --git a/be/src/format/native/native_reader.cpp b/be/src/format/native/native_reader.cpp index 029d7ff2024f20..3632b6e4e0a1c9 100644 --- a/be/src/format/native/native_reader.cpp +++ b/be/src/format/native/native_reader.cpp @@ -137,8 +137,8 @@ Status NativeReader::init_reader() { _scan_params.broker_addresses.end()); } - io::FileReaderOptions reader_options = - FileFactory::get_reader_options(_state, file_description); + io::FileReaderOptions reader_options = FileFactory::get_reader_options( + _state ? _state->query_options() : _default_query_options, file_description); auto reader_res = _io_ctx_holder ? io::DelegateReader::create_file_reader( _profile, system_properties, file_description, reader_options, diff --git a/be/src/format/orc/vorc_reader.cpp b/be/src/format/orc/vorc_reader.cpp index 48a1894f02e276..06393c3195e430 100644 --- a/be/src/format/orc/vorc_reader.cpp +++ b/be/src/format/orc/vorc_reader.cpp @@ -382,8 +382,8 @@ Status OrcReader::_create_file_reader() { if (_file_input_stream == nullptr) { _file_description.mtime = _scan_range.__isset.modification_time ? _scan_range.modification_time : 0; - io::FileReaderOptions reader_options = - FileFactory::get_reader_options(_state, _file_description); + io::FileReaderOptions reader_options = FileFactory::get_reader_options( + _state ? _state->query_options() : _default_query_options, _file_description); io::FileReaderSPtr inner_reader; if (_io_ctx_holder != nullptr) { inner_reader = DORIS_TRY(io::DelegateReader::create_file_reader( diff --git a/be/src/format/parquet/vparquet_reader.cpp b/be/src/format/parquet/vparquet_reader.cpp index 31078c7b8b0d0c..600cbfbfaa7d21 100644 --- a/be/src/format/parquet/vparquet_reader.cpp +++ b/be/src/format/parquet/vparquet_reader.cpp @@ -313,8 +313,8 @@ Status ParquetReader::_open_file() { ++_reader_statistics.open_file_num; _file_description.mtime = _scan_range.__isset.modification_time ? _scan_range.modification_time : 0; - io::FileReaderOptions reader_options = - FileFactory::get_reader_options(_state, _file_description); + io::FileReaderOptions reader_options = FileFactory::get_reader_options( + _state ? _state->query_options() : _default_query_options, _file_description); if (_io_ctx_holder) { _file_reader = DORIS_TRY(io::DelegateReader::create_file_reader( _profile, _system_properties, _file_description, reader_options, diff --git a/be/src/format/table/deletion_vector_reader.cpp b/be/src/format/table/deletion_vector_reader.cpp index bfe34a5f555f94..d7e33c923d95b7 100644 --- a/be/src/format/table/deletion_vector_reader.cpp +++ b/be/src/format/table/deletion_vector_reader.cpp @@ -54,9 +54,9 @@ Status DeletionVectorReader::_create_file_reader() { return Status::EndOfFile("stop read."); } - _file_description.mtime = _range.__isset.modification_time ? _range.modification_time : 0; + _file_description.mtime = _desc.modification_time; io::FileReaderOptions reader_options = - FileFactory::get_reader_options(_state, _file_description); + FileFactory::get_reader_options(_state->query_options(), _file_description); _file_reader = DORIS_TRY(io::DelegateReader::create_file_reader( _profile, _system_properties, _file_description, reader_options, io::DelegateReader::AccessMode::RANDOM, _io_ctx)); @@ -64,20 +64,13 @@ Status DeletionVectorReader::_create_file_reader() { } void DeletionVectorReader::_init_file_description() { - _file_description.path = _range.path; - _file_description.file_size = _range.__isset.file_size ? _range.file_size : -1; - if (_range.__isset.fs_name) { - _file_description.fs_name = _range.fs_name; - } + _file_description.path = _desc.path; + _file_description.file_size = _desc.file_size; + _file_description.fs_name = _desc.fs_name; } void DeletionVectorReader::_init_system_properties() { - if (_range.__isset.file_type) { - // for compatibility - _system_properties.system_type = _range.file_type; - } else { - _system_properties.system_type = _params.file_type; - } + _system_properties.system_type = _params.file_type; _system_properties.properties = _params.properties; _system_properties.hdfs_params = _params.hdfs_params; if (_params.__isset.broker_addresses) { diff --git a/be/src/format/table/deletion_vector_reader.h b/be/src/format/table/deletion_vector_reader.h index 0663f3b28490ef..968344a8496bc7 100644 --- a/be/src/format/table/deletion_vector_reader.h +++ b/be/src/format/table/deletion_vector_reader.h @@ -36,6 +36,22 @@ struct IOContext; } // namespace io namespace doris { +struct DeleteFileDesc { + enum class Format { + PAIMON, + ICEBERG, + }; + + std::string key = ""; + std::string path = ""; + std::string fs_name = ""; + int64_t start_offset = 0; + int64_t size = 0; + int64_t file_size = -1; + int64_t modification_time = 0; + Format format = Format::PAIMON; +}; + class DeletionVectorReader { ENABLE_FACTORY_CREATOR(DeletionVectorReader); @@ -43,7 +59,22 @@ class DeletionVectorReader { DeletionVectorReader(RuntimeState* state, RuntimeProfile* profile, const TFileScanRangeParams& params, const TFileRangeDesc& range, io::IOContext* io_ctx) - : _state(state), _profile(profile), _range(range), _params(params), _io_ctx(io_ctx) {} + : _state(state), _profile(profile), _params(params), _io_ctx(io_ctx) { + _desc = DeleteFileDesc { + .key = "", + .path = range.path, + .fs_name = range.__isset.fs_name ? range.fs_name : "", + .start_offset = range.start_offset, + .size = range.size, + .file_size = range.__isset.file_size ? range.file_size : -1, + .modification_time = range.__isset.modification_time ? range.modification_time : 0}; + } + DeletionVectorReader(RuntimeState* state, RuntimeProfile* profile, + const TFileScanRangeParams& params, const DeleteFileDesc& desc, + io::IOContext* io_ctx) + : _state(state), _profile(profile), _params(params), _io_ctx(io_ctx) { + _desc = desc; + } ~DeletionVectorReader() = default; Status open(); Status read_at(size_t offset, Slice result); @@ -56,7 +87,7 @@ class DeletionVectorReader { private: RuntimeState* _state = nullptr; RuntimeProfile* _profile = nullptr; - const TFileRangeDesc& _range; + DeleteFileDesc _desc; const TFileScanRangeParams& _params; io::IOContext* _io_ctx = nullptr; diff --git a/be/src/format/table/iceberg_reader_mixin.h b/be/src/format/table/iceberg_reader_mixin.h index bd049342195695..2bc15f18cf141a 100644 --- a/be/src/format/table/iceberg_reader_mixin.h +++ b/be/src/format/table/iceberg_reader_mixin.h @@ -343,9 +343,6 @@ class IcebergReaderMixin : public BaseReader, public TableSchemaChangeHelper { // id -> block column name std::unordered_map _id_to_block_column_name; - // File column names used during init - std::vector _file_col_names; - std::function()> _create_topn_row_id_column_iterator; diff --git a/be/src/format_v2/column_data.h b/be/src/format_v2/column_data.h new file mode 100644 index 00000000000000..7816ea8263cb42 --- /dev/null +++ b/be/src/format_v2/column_data.h @@ -0,0 +1,410 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include +#include +#include +#include +#include +#include +#include + +#include "common/consts.h" +#include "common/status.h" +#include "core/data_type/data_type.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" +#include "core/field.h" +#include "exprs/vexpr_fwd.h" + +namespace doris::format { + +// File-local top-level column id. +// +// Scope: +// - Only valid inside one physical file schema returned by FileReader::get_schema(). +// - For Parquet, this is the top-level field ordinal in the new reader schema. +// - The synthetic row-position column also uses this type, with a reserved negative id. +// +// Do not use this for table/global column unique ids, block positions, nested child ids, or +// slot ids. Nested child ids are carried by LocalColumnIndex::index below. +class LocalColumnId { +public: + constexpr LocalColumnId() = default; + explicit constexpr LocalColumnId(int32_t id) : _id(id) {} + + static constexpr LocalColumnId invalid() { return LocalColumnId(); } + + constexpr int32_t value() const { return _id; } + constexpr bool is_valid() const { return _id >= 0; } + + constexpr bool operator==(const LocalColumnId& other) const { return _id == other._id; } + constexpr bool operator!=(const LocalColumnId& other) const { return !(*this == other); } + constexpr bool operator<(const LocalColumnId& other) const { return _id < other._id; } + +private: + int32_t _id = -1; +}; + +// Position of a file-local column in the Block produced by one FileScanRequest. +// +// This is assigned by TableColumnMapper/TableReader after predicate/non-predicate columns are +// deduplicated. It is not a file schema id and it is not stable across requests. Use value() only +// at the boundary where an existing Block or expression API still expects a size_t/int position. +class LocalIndex { +public: + constexpr LocalIndex() = default; + explicit constexpr LocalIndex(size_t index) : _index(index) {} + + constexpr size_t value() const { return _index; } + constexpr bool operator==(const LocalIndex& other) const { return _index == other._index; } + constexpr bool operator<(const LocalIndex& other) const { return _index < other._index; } + +private: + size_t _index = 0; +}; + +// Position of a table/global output column in the final Block returned by TableReader. +// +// This type is reserved for boundaries that need to refer to caller-visible column order. It must +// not be used to index a file-local Block, because schema evolution and lazy materialization can +// make file-local order different from table output order. +class GlobalIndex { +public: + constexpr GlobalIndex() = default; + explicit constexpr GlobalIndex(size_t index) : _index(index) {} + + constexpr size_t value() const { return _index; } + constexpr bool operator==(const GlobalIndex& other) const { return _index == other._index; } + constexpr bool operator<(const GlobalIndex& other) const { return _index < other._index; } + +private: + size_t _index = 0; +}; + +// Index of a split-local constant/default value used to materialize columns that are not read from +// the physical file, such as partition columns, added columns with default values, and virtual +// table-format columns. +// +// It is separate from LocalIndex because constants do not occupy a position in the file reader +// output block unless an expression explicitly materializes them. +class ConstantIndex { +public: + constexpr ConstantIndex() = default; + explicit constexpr ConstantIndex(size_t index) : _index(index) {} + + constexpr size_t value() const { return _index; } + constexpr bool operator==(const ConstantIndex& other) const { return _index == other._index; } + constexpr bool operator<(const ConstantIndex& other) const { return _index < other._index; } + +private: + size_t _index = 0; +}; + +inline std::ostream& operator<<(std::ostream& os, const LocalColumnId& id) { + return os << id.value(); +} + +inline std::ostream& operator<<(std::ostream& os, const LocalIndex& index) { + return os << index.value(); +} + +inline std::ostream& operator<<(std::ostream& os, const GlobalIndex& index) { + return os << index.value(); +} + +inline std::ostream& operator<<(std::ostream& os, const ConstantIndex& index) { + return os << index.value(); +} + +// A split/file-local constant value used to materialize a table/global column without reading a +// physical file column. +// +// Common producers are partition values, schema-evolution default expressions, generated columns +// and table-format virtual columns. The entry is keyed by ConstantIndex in ConstantMap; global_index +// keeps the link back to the caller-visible output column. +struct ConstantEntry { + GlobalIndex global_index; + VExprContextSPtr expr; + DataTypePtr type; +}; + +// Per mapping/split collection of constants. +// +// ConstantIndex only has meaning within this container. Keeping constants separate from LocalIndex +// makes it explicit that these values do not occupy positions in the file reader output Block. +class ConstantMap { +public: + ConstantIndex add(ConstantEntry entry) { + const auto index = ConstantIndex(_entries.size()); + _entries.push_back(std::move(entry)); + return index; + } + + const ConstantEntry& get(ConstantIndex index) const { + DORIS_CHECK(index.value() < _entries.size()); + return _entries[index.value()]; + } + + void clear() { _entries.clear(); } + bool empty() const { return _entries.empty(); } + size_t size() const { return _entries.size(); } + + const std::vector& entries() const { return _entries; } + +private: + std::vector _entries; +}; + +// Target of a localized filter. +// +// A filter can either reference a file-local Block position or a constant entry. Unset entries mean +// the filter cannot be evaluated below the table-reader finalize stage. +struct FilterEntry { + enum class Kind { + UNSET, + LOCAL, + CONSTANT, + }; + + static FilterEntry local(LocalIndex index) { + return {.kind = Kind::LOCAL, .index = index.value()}; + } + + static FilterEntry constant(ConstantIndex index) { + return {.kind = Kind::CONSTANT, .index = index.value()}; + } + + bool is_set() const { return kind != Kind::UNSET; } + bool is_local() const { return kind == Kind::LOCAL; } + bool is_constant() const { return kind == Kind::CONSTANT; } + + LocalIndex local_index() const { + DORIS_CHECK(is_local()); + return LocalIndex(index); + } + + ConstantIndex constant_index() const { + DORIS_CHECK(is_constant()); + return ConstantIndex(index); + } + + Kind kind = Kind::UNSET; + size_t index = 0; +}; + +enum ColumnType { + DATA_COLUMN = 0, // normal data column + ROW_NUMBER = 1, // row number in a file + GLOBAL_ROWID = 2, // global unique row id across files, used by TopN filter +}; + +struct GlobalRowIdContext { + uint8_t version = 0; + int64_t backend_id = 0; + uint32_t file_id = 0; +}; + +// Column schema definition shared by table/global projection and file-local schema matching. +// +// ColumnDefinition intentionally carries schema identity only. FE column unique ids are translated +// to GlobalIndex at the FileScannerV2 boundary and must not appear in table/file reader APIs. +struct ColumnDefinition { + // Typed identifier value used to match a column against another schema. + // + // - TYPE_NULL: no explicit identifier. BY_NAME falls back to ColumnDefinition::name. + // - TYPE_INT: interpreted by TableColumnMapperOptions::mode as a field id or file position. + // - TYPE_STRING: explicit name identifier. + // + // This is not the id that FileReader uses to read data. For example, a Parquet column can be + // matched by its optional Parquet field_id, while the reader still addresses it by a file-local + // ordinal. + Field identifier; + // Reader-local id of this node inside the file schema returned by FileReader::get_schema(). + // Top-level fields use the root column ordinal and nested fields use the child ordinal under + // their parent. -1 means unset; special virtual file columns may use other negative ids. + // Table/global ColumnDefinition values can leave this as -1 because they are not read directly + // by a FileReader. + int32_t local_id = -1; + // Logical table column name. This is also the matching name for by-name file formats. + std::string name; + // Historical or external names for the same logical field. Table formats such as Iceberg can + // use this to resolve partition path keys after column rename. + std::vector name_mapping {}; + DataTypePtr type; + // Semantic nested children for this schema node. + // + // Table/global columns carry projected table children. File-local schemas returned by + // FileReader::get_schema() also expose semantic children, not physical reader wrappers. For + // example, MAP children are key/value and ARRAY children contain only the element field. + std::vector children {}; + // Expression used to materialize missing/default/generated values when the column is not read + // directly from the file. + VExprContextSPtr default_expr = nullptr; + // Partition columns are constants from split metadata and should not be matched against file + // schema unless table-format logic explicitly asks for it. + bool is_partition_key = false; + // File-local column kind. For table/global columns this remains DATA_COLUMN. + ColumnType column_type = ColumnType::DATA_COLUMN; + + bool has_identifier() const { return !identifier.is_null(); } + bool has_identifier_field_id() const { return identifier.get_type() == TYPE_INT; } + bool has_identifier_name() const { return identifier.get_type() == TYPE_STRING; } + + // DuckDB-style helper for BY_FIELD_ID matching. The mapper binds the matching mode once, so a + // TYPE_INT identifier is interpreted as a field id only by the field-id matcher. + int32_t get_identifier_field_id() const { + DORIS_CHECK(has_identifier_field_id()); + return identifier.get(); + } + // DuckDB-style helper for BY_NAME matching. When no explicit string identifier is present, the + // logical column name is the identifier. + const std::string& get_identifier_name() const { + if (identifier.is_null()) { + return name; + } + DORIS_CHECK(has_identifier_name()); + return identifier.get(); + } + // Helper for BY_INDEX matching. BY_INDEX reuses the TYPE_INT identifier as the table-side file + // position, matching DuckDB's typed identifier plus mapper-mode interpretation. + int32_t get_identifier_position() const { + DORIS_CHECK(has_identifier_field_id()); + return identifier.get(); + } + + // Helper for reader-local projection and scan requests. + int32_t file_local_id() const { + if (local_id != -1) { + return local_id; + } + return get_identifier_field_id(); + } + + std::string debug_string() const; +}; + +static constexpr int ROW_POSITION_COLUMN_ID = -10001; +static constexpr const char* ROW_POSITION_COLUMN_NAME = "__file_row_position"; +static constexpr int GLOBAL_ROWID_COLUMN_ID = -10002; + +inline ColumnDefinition row_position_column_definition() { + ColumnDefinition field; + field.identifier = Field::create_field(ROW_POSITION_COLUMN_ID); + field.local_id = ROW_POSITION_COLUMN_ID; + field.name = ROW_POSITION_COLUMN_NAME; + field.type = std::make_shared(); + field.column_type = ColumnType::ROW_NUMBER; + return field; +} + +inline ColumnDefinition global_rowid_column_definition() { + ColumnDefinition field; + field.identifier = Field::create_field(BeConsts::GLOBAL_ROWID_COL); + field.local_id = GLOBAL_ROWID_COLUMN_ID; + field.name = BeConsts::GLOBAL_ROWID_COL; + field.type = std::make_shared(); + field.column_type = ColumnType::GLOBAL_ROWID; + return field; +} + +// Recursive file-local projection path. +// +// For a root entry in FileScanRequest::{predicate_columns, non_predicate_columns}, index is the +// top-level file column id and column_id() is valid. For children, index is the file-local child id +// under the parent node. This is the reader schema local id, not an Iceberg/Parquet field id, not a +// table child id, and not a child output ordinal. +// +// project_all_children=true means the whole subtree under this node is needed. When false, children +// lists the selected child paths. File readers can use this to avoid constructing readers for +// unprojected nested children. +struct LocalColumnIndex { + int32_t index = -1; + bool project_all_children = true; + std::vector children {}; + + static LocalColumnIndex top_level(LocalColumnId column_id) { + return {.index = column_id.value()}; + } + + static LocalColumnIndex local(int32_t local_id) { return {.index = local_id}; } + + static LocalColumnIndex partial_local(int32_t local_id) { + return {.index = local_id, .project_all_children = false}; + } + + LocalColumnId column_id() const { return LocalColumnId(index); } + int32_t local_id() const { return index; } + std::string debug_string() const; +}; + +inline bool is_full_projection(const LocalColumnIndex* projection) { + return projection == nullptr || projection->project_all_children; +} + +inline bool is_partial_projection(const LocalColumnIndex* projection) { + return projection != nullptr && !projection->project_all_children; +} + +inline const LocalColumnIndex* find_child_projection(const LocalColumnIndex* projection, + int32_t local_id) { + if (is_full_projection(projection)) { + return nullptr; + } + const auto child_it = std::find_if( + projection->children.begin(), projection->children.end(), + [&](const LocalColumnIndex& child) { return child.local_id() == local_id; }); + return child_it == projection->children.end() ? nullptr : &*child_it; +} + +inline bool is_child_projected(const LocalColumnIndex* projection, int32_t local_id) { + return is_full_projection(projection) || find_child_projection(projection, local_id) != nullptr; +} + +// Merge two projection trees that point to the same file-local node. +// +// A full projection dominates a partial projection. Two partial projections are merged by child id +// and recursively union their child paths. The caller must only merge projections for the same +// root/child node. +inline Status merge_local_column_index(LocalColumnIndex* target, const LocalColumnIndex& source) { + DORIS_CHECK(target != nullptr); + DORIS_CHECK(target->index == source.index); + if (target->project_all_children) { + return Status::OK(); + } + if (source.project_all_children) { + target->project_all_children = true; + target->children.clear(); + return Status::OK(); + } + for (const auto& source_child : source.children) { + auto target_child_it = std::find_if( + target->children.begin(), target->children.end(), + [&](const LocalColumnIndex& child) { return child.index == source_child.index; }); + if (target_child_it == target->children.end()) { + target->children.push_back(source_child); + continue; + } + RETURN_IF_ERROR(merge_local_column_index(&*target_child_it, source_child)); + } + return Status::OK(); +} + +} // namespace doris::format diff --git a/be/src/format_v2/column_mapper.cpp b/be/src/format_v2/column_mapper.cpp new file mode 100644 index 00000000000000..e6a0e1a28e7422 --- /dev/null +++ b/be/src/format_v2/column_mapper.cpp @@ -0,0 +1,2029 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/column_mapper.h" + +#include +#include +#include +#include +#include +#include +#include + +#include "common/consts.h" +#include "common/exception.h" +#include "common/status.h" +#include "core/data_type/convert_field_to_type.h" +#include "core/data_type/data_type_array.h" +#include "core/data_type/data_type_map.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_string.h" +#include "core/data_type/data_type_struct.h" +#include "core/data_type/primitive_type.h" +#include "exprs/runtime_filter_expr.h" +#include "exprs/short_circuit_evaluation_expr.h" +#include "exprs/vcase_expr.h" +#include "exprs/vcast_expr.h" +#include "exprs/vcondition_expr.h" +#include "exprs/vectorized_fn_call.h" +#include "exprs/vexpr_context.h" +#include "exprs/vin_predicate.h" +#include "exprs/vliteral.h" +#include "format_v2/column_mapper_nested.h" +#include "format_v2/expr/cast.h" +#include "format_v2/file_reader.h" +#include "format_v2/schema_projection.h" +#include "format_v2/table_reader.h" +#include "gen_cpp/Exprs_types.h" + +namespace doris::format { + +namespace { + +std::string mapping_mode_to_string(TableColumnMappingMode mode) { + switch (mode) { + case TableColumnMappingMode::BY_FIELD_ID: + return "BY_FIELD_ID"; + case TableColumnMappingMode::BY_NAME: + return "BY_NAME"; + case TableColumnMappingMode::BY_INDEX: + return "BY_INDEX"; + } + return "UNKNOWN"; +} + +bool column_has_name(const ColumnDefinition& column, const std::string& name) { + if (to_lower(column.name) == to_lower(name)) { + return true; + } + if (column.has_identifier_name() && to_lower(column.get_identifier_name()) == to_lower(name)) { + return true; + } + return std::ranges::any_of(column.name_mapping, [&](const std::string& alias) { + return to_lower(alias) == to_lower(name); + }); +} + +bool column_names_match(const ColumnDefinition& lhs, const ColumnDefinition& rhs) { + if (column_has_name(rhs, lhs.name)) { + return true; + } + if (lhs.has_identifier_name() && column_has_name(rhs, lhs.get_identifier_name())) { + return true; + } + return std::ranges::any_of(lhs.name_mapping, [&](const std::string& alias) { + return column_has_name(rhs, alias); + }); +} + +class ColumnMatcher { +public: + virtual ~ColumnMatcher() = default; + virtual const ColumnDefinition* find( + const ColumnDefinition& table_column, + const std::vector& file_schema) const = 0; +}; + +class FieldIdMatcher final : public ColumnMatcher { +public: + const ColumnDefinition* find(const ColumnDefinition& table_column, + const std::vector& file_schema) const override { + if (!table_column.has_identifier_field_id()) { + return nullptr; + } + const auto field_id = table_column.get_identifier_field_id(); + const auto field_it = std::ranges::find_if(file_schema, [&](const ColumnDefinition& field) { + return field.has_identifier_field_id() && field.get_identifier_field_id() == field_id; + }); + return field_it == file_schema.end() ? nullptr : &*field_it; + } +}; + +class NameMatcher final : public ColumnMatcher { +public: + const ColumnDefinition* find(const ColumnDefinition& table_column, + const std::vector& file_schema) const override { + const auto field_it = std::ranges::find_if(file_schema, [&](const ColumnDefinition& field) { + return column_names_match(table_column, field); + }); + return field_it == file_schema.end() ? nullptr : &*field_it; + } +}; + +class PositionMatcher final : public ColumnMatcher { +public: + const ColumnDefinition* find(const ColumnDefinition& table_column, + const std::vector& file_schema) const override { + if (!table_column.has_identifier_field_id()) { + return nullptr; + } + const auto position = table_column.get_identifier_position(); + if (position < 0 || static_cast(position) >= file_schema.size()) { + return nullptr; + } + return &file_schema[static_cast(position)]; + } +}; + +const ColumnMatcher& matcher_for_mode(TableColumnMappingMode mode) { + static const FieldIdMatcher field_id_matcher; + static const NameMatcher name_matcher; + static const PositionMatcher position_matcher; + switch (mode) { + case TableColumnMappingMode::BY_FIELD_ID: + return field_id_matcher; + case TableColumnMappingMode::BY_NAME: + return name_matcher; + case TableColumnMappingMode::BY_INDEX: + return position_matcher; + } + return field_id_matcher; +} + +std::string virtual_column_type_to_string(TableVirtualColumnType type) { + switch (type) { + case TableVirtualColumnType::INVALID: + return "INVALID"; + case TableVirtualColumnType::ROW_ID: + return "ROW_ID"; + case TableVirtualColumnType::LAST_UPDATED_SEQUENCE_NUMBER: + return "LAST_UPDATED_SEQUENCE_NUMBER"; + case TableVirtualColumnType::ICEBERG_ROWID: + return "ICEBERG_ROWID"; + } + return "UNKNOWN"; +} + +std::string filter_conversion_type_to_string(FilterConversionType type) { + switch (type) { + case FilterConversionType::COPY_DIRECTLY: + return "COPY_DIRECTLY"; + case FilterConversionType::CAST_FILTER: + return "CAST_FILTER"; + case FilterConversionType::READER_EXPRESSION: + return "READER_EXPRESSION"; + case FilterConversionType::FINALIZE_ONLY: + return "FINALIZE_ONLY"; + case FilterConversionType::CONSTANT: + return "CONSTANT"; + } + return "UNKNOWN"; +} + +std::string data_type_debug_string(const DataTypePtr& type) { + return type == nullptr ? "null" : type->get_name(); +} + +std::string field_debug_string(const Field& field) { + std::ostringstream out; + out << "Field{type=" << type_to_string(field.get_type()) << ", value="; + switch (field.get_type()) { + case TYPE_NULL: + out << "null"; + break; + case TYPE_INT: + out << field.get(); + break; + case TYPE_BIGINT: + out << field.get(); + break; + case TYPE_STRING: + out << field.get(); + break; + default: + out << field.to_debug_string(0); + break; + } + out << "}"; + return out.str(); +} + +template +std::string join_debug_strings(const std::vector& values, Formatter formatter) { + std::ostringstream out; + out << "["; + for (size_t i = 0; i < values.size(); ++i) { + if (i > 0) { + out << ", "; + } + out << formatter(values[i]); + } + out << "]"; + return out.str(); +} + +} // namespace + +const Field* find_partition_value(const ColumnDefinition& table_column, + const std::map& partition_values) { + const auto find_by_name = [&](const std::string& name) -> const Field* { + const auto value_it = partition_values.find(name); + return value_it == partition_values.end() ? nullptr : &value_it->second; + }; + if (const auto* value = find_by_name(table_column.name); value != nullptr) { + return value; + } + if (table_column.has_identifier_name()) { + if (const auto* value = find_by_name(table_column.get_identifier_name()); + value != nullptr) { + return value; + } + } + for (const auto& alias : table_column.name_mapping) { + if (const auto* value = find_by_name(alias); value != nullptr) { + return value; + } + } + return nullptr; +} + +struct FileSlotRewriteInfo { + size_t block_position = 0; + DataTypePtr file_type; + DataTypePtr table_type; + std::string file_column_name; +}; + +struct RewriteContext { + RuntimeState* runtime_state = nullptr; + std::vector created_exprs {}; + + void add_created_expr(VExprSPtr expr) { created_exprs.push_back(std::move(expr)); } + + Status prepare_created_exprs(VExprContext* context) const { + DORIS_CHECK(context != nullptr); + RowDescriptor row_desc; + for (const auto& expr : created_exprs) { + if (dynamic_cast(expr.get()) != nullptr && runtime_state == nullptr) { + return Status::InvalidArgument( + "RuntimeState is required to prepare rewritten cast expression {}", + expr->expr_name()); + } + RETURN_IF_ERROR(expr->prepare(runtime_state, row_desc, context)); + } + return Status::OK(); + } +}; + +static VExprSPtr create_file_slot_ref(const VSlotRef& slot_ref, + const FileSlotRewriteInfo& rewrite_info, + RewriteContext* rewrite_context) { + auto ref = + VSlotRef::create_shared(slot_ref.slot_id(), cast_set(rewrite_info.block_position), + -1, rewrite_info.file_type, rewrite_info.file_column_name); + rewrite_context->add_created_expr(ref); + return ref; +} + +static bool is_cast_expr(const VExprSPtr& expr) { + return dynamic_cast(expr.get()) != nullptr; +} + +static bool is_binary_comparison_predicate(const VExprSPtr& expr) { + if (expr == nullptr || expr->get_num_children() != 2 || + (expr->node_type() != TExprNodeType::BINARY_PRED && + expr->node_type() != TExprNodeType::NULL_AWARE_BINARY_PRED)) { + return false; + } + switch (expr->op()) { + case TExprOpcode::EQ: + case TExprOpcode::EQ_FOR_NULL: + case TExprOpcode::NE: + case TExprOpcode::GE: + case TExprOpcode::GT: + case TExprOpcode::LE: + case TExprOpcode::LT: + return true; + default: + return false; + } +} + +std::string TableColumnMapperOptions::debug_string() const { + std::ostringstream out; + out << "TableColumnMapperOptions{mode=" << mapping_mode_to_string(mode) << "}"; + return out.str(); +} + +std::string ColumnDefinition::debug_string() const { + std::ostringstream out; + out << "ColumnDefinition{name=" << name << ", identifier=" << field_debug_string(identifier) + << ", name_mapping=" + << join_debug_strings(name_mapping, [](const std::string& name) { return name; }) + << ", local_id=" << local_id << ", type=" << data_type_debug_string(type) << ", children=" + << join_debug_strings(children, + [](const ColumnDefinition& child) { return child.debug_string(); }) + << ", has_default_expr=" << (default_expr != nullptr) + << ", is_partition_key=" << is_partition_key << "}"; + return out.str(); +} + +std::string LocalColumnIndex::debug_string() const { + std::ostringstream out; + out << "LocalColumnIndex{index=" << index << ", project_all_children=" << project_all_children + << ", children=" + << join_debug_strings(children, + [](const LocalColumnIndex& child) { return child.debug_string(); }) + << "}"; + return out.str(); +} + +std::string ColumnMapping::debug_string() const { + std::ostringstream out; + out << "ColumnMapping{global_index=" << global_index + << ", table_column_name=" << table_column_name << ", file_local_id="; + if (file_local_id.has_value()) { + out << *file_local_id; + } else { + out << "null"; + } + out << ", constant_index="; + if (constant_index.has_value()) { + out << *constant_index; + } else { + out << "null"; + } + out << ", file_column_name=" << file_column_name + << ", original_file_type=" << data_type_debug_string(original_file_type) + << ", original_file_children=" + << join_debug_strings(original_file_children, + [](const ColumnDefinition& child) { return child.debug_string(); }) + << ", file_type=" << data_type_debug_string(file_type) + << ", table_type=" << data_type_debug_string(table_type) + << ", has_projection=" << (projection != nullptr) << ", child_mappings=" + << join_debug_strings(child_mappings, + [](const ColumnMapping& child) { return child.debug_string(); }) + << ", is_trivial=" << is_trivial << ", is_constant=" << constant_index.has_value() + << ", filter_conversion=" << filter_conversion_type_to_string(filter_conversion) + << ", virtual_column_type=" << virtual_column_type_to_string(virtual_column_type) + << ", has_default_expr=" << (default_expr != nullptr) << "}"; + return out.str(); +} + +std::string TableColumnMapper::debug_string() const { + std::ostringstream out; + out << "TableColumnMapper{options=" << _options.debug_string() << ", mappings=" + << join_debug_strings(_mappings, + [](const ColumnMapping& mapping) { return mapping.debug_string(); }) + << ", hidden_mappings=" + << join_debug_strings(_hidden_mappings, + [](const ColumnMapping& mapping) { return mapping.debug_string(); }) + << ", constant_count=" << _constant_map.size() << "}"; + return out.str(); +} + +static const FileSlotRewriteInfo* find_slot_rewrite_info( + const VExprSPtr& expr, + const std::map& global_to_file_slot, + const VSlotRef** slot_ref) { + if (expr == nullptr) { + return nullptr; + } + VExprSPtr slot_expr = expr; + const bool input_is_cast = is_cast_expr(expr) && expr->get_num_children() == 1; + if (is_cast_expr(expr) && expr->get_num_children() == 1) { + slot_expr = expr->children()[0]; + } + if (!slot_expr->is_slot_ref()) { + return nullptr; + } + const auto* candidate_slot_ref = assert_cast(slot_expr.get()); + const auto rewrite_it = global_to_file_slot.find(slot_ref_global_index(*candidate_slot_ref)); + if (rewrite_it == global_to_file_slot.end()) { + return nullptr; + } + if (input_is_cast && !expr->data_type()->equals(*rewrite_it->second.table_type)) { + return nullptr; + } + if (slot_ref != nullptr) { + *slot_ref = candidate_slot_ref; + } + return &rewrite_it->second; +} + +static bool filter_conversion_has_local_source(FilterConversionType conversion) { + switch (conversion) { + case FilterConversionType::COPY_DIRECTLY: + case FilterConversionType::CAST_FILTER: + case FilterConversionType::READER_EXPRESSION: + return true; + case FilterConversionType::FINALIZE_ONLY: + case FilterConversionType::CONSTANT: + return false; + } + return false; +} + +static bool column_predicate_can_use_local_source(FilterConversionType conversion) { + switch (conversion) { + case FilterConversionType::COPY_DIRECTLY: + return true; + case FilterConversionType::CAST_FILTER: + case FilterConversionType::READER_EXPRESSION: + case FilterConversionType::FINALIZE_ONLY: + case FilterConversionType::CONSTANT: + return false; + } + return false; +} + +static bool table_filter_has_only_local_entries( + const TableFilter& table_filter, const std::map& filter_entries) { + for (const auto global_index : table_filter.global_indices) { + const auto entry_it = filter_entries.find(global_index); + if (entry_it == filter_entries.end() || !entry_it->second.is_local()) { + return false; + } + } + return true; +} + +static VExprSPtr unwrap_literal_for_file_cast(const VExprSPtr& expr, + const DataTypePtr& table_type) { + if (expr == nullptr) { + return nullptr; + } + if (expr->is_literal()) { + return expr; + } + if (is_cast_expr(expr) && expr->get_num_children() == 1 && expr->children()[0]->is_literal() && + expr->children()[0]->data_type()->equals(*table_type)) { + return expr->children()[0]; + } + return nullptr; +} + +static Field literal_field_from_expr(const VExpr& literal_expr) { + DORIS_CHECK(literal_expr.is_literal()); + const auto* literal = dynamic_cast(&literal_expr); + DORIS_CHECK(literal != nullptr); + Field field; + literal->get_column_ptr()->get(0, field); + return field; +} + +// Table filter localization clones an already-prepared table expr and then rewrites it to file +// slots. Only split-local literals and BE cast nodes need table-reader-specific clone behavior; +// plain slot refs and literals use their own VExpr::clone_node(). +static Status clone_table_expr_node(const VExpr& expr, VExprSPtr* cloned_expr) { + DORIS_CHECK(cloned_expr != nullptr); + if (const auto* split_literal = dynamic_cast(&expr)) { + *cloned_expr = std::make_shared( + split_literal->data_type(), literal_field_from_expr(expr), + split_literal->original_type(), split_literal->original_field()); + } else if (const auto* vcast_expr = dynamic_cast(&expr); + vcast_expr != nullptr && vcast_expr->node_type() == TExprNodeType::CAST_EXPR) { + *cloned_expr = Cast::create_shared(vcast_expr->data_type()); + } + return Status::OK(); +} + +Status clone_table_expr_tree(const VExprSPtr& expr, VExprSPtr* cloned_expr) { + DORIS_CHECK(cloned_expr != nullptr); + if (expr == nullptr) { + *cloned_expr = nullptr; + return Status::OK(); + } + return expr->deep_clone(cloned_expr, clone_table_expr_node); +} + +static VExprSPtr original_table_literal(const VExprSPtr& literal_expr, + RewriteContext* rewrite_context = nullptr) { + DORIS_CHECK(literal_expr != nullptr); + DORIS_CHECK(literal_expr->is_literal()); + const auto* rewritten_literal = dynamic_cast(literal_expr.get()); + if (rewritten_literal == nullptr) { + return literal_expr; + } + auto literal = VLiteral::create_shared(rewritten_literal->original_type(), + rewritten_literal->original_field()); + if (rewrite_context != nullptr) { + rewrite_context->add_created_expr(literal); + } + return literal; +} + +static ColumnDefinition hidden_column_from_slot_ref(const VSlotRef& slot_ref) { + ColumnDefinition column; + column.name = slot_ref.column_name(); + column.identifier = Field::create_field(column.name); + column.type = slot_ref.data_type(); + return column; +} + +static void collect_top_level_slot_columns(const VExprSPtr& expr, + std::map* columns) { + DORIS_CHECK(columns != nullptr); + if (expr == nullptr) { + return; + } + if (expr->is_slot_ref()) { + const auto* slot_ref = assert_cast(expr.get()); + columns->try_emplace(slot_ref_global_index(*slot_ref), + hidden_column_from_slot_ref(*slot_ref)); + return; + } + for (const auto& child : expr->children()) { + collect_top_level_slot_columns(child, columns); + } +} + +static VExprSPtr rewrite_literal_to_file_type(const VExprSPtr& literal_expr, + const FileSlotRewriteInfo& rewrite_info, + RewriteContext* rewrite_context) { + DORIS_CHECK(literal_expr != nullptr); + DORIS_CHECK(literal_expr->is_literal()); + const auto original_literal = original_table_literal(literal_expr, rewrite_context); + const Field original_field = literal_field(original_literal); + if (rewrite_info.file_type->equals(*original_literal->data_type())) { + return original_literal; + } + Field file_field; + try { + convert_field_to_type(original_field, *rewrite_info.file_type, &file_field, + original_literal->data_type().get()); + } catch (const Exception&) { + return nullptr; + } + if (file_field.is_null()) { + return nullptr; + } + if (file_field.get_type() != remove_nullable(rewrite_info.file_type)->get_primitive_type()) { + return nullptr; + } + auto literal = std::make_shared( + rewrite_info.file_type, file_field, original_literal->data_type(), original_field); + rewrite_context->add_created_expr(literal); + return literal; +} + +static bool rewrite_binary_slot_literal_predicate( + const VExprSPtr& expr, + const std::map& global_to_file_slot, + RewriteContext* rewrite_context) { + if (!is_binary_comparison_predicate(expr)) { + return false; + } + auto children = expr->children(); + const VSlotRef* slot_ref = nullptr; + const FileSlotRewriteInfo* rewrite_info = + find_slot_rewrite_info(children[0], global_to_file_slot, &slot_ref); + int slot_child_idx = 0; + int literal_child_idx = 1; + if (rewrite_info == nullptr) { + rewrite_info = find_slot_rewrite_info(children[1], global_to_file_slot, &slot_ref); + slot_child_idx = 1; + literal_child_idx = 0; + } + if (rewrite_info == nullptr || slot_ref == nullptr) { + return false; + } + auto literal_expr = + unwrap_literal_for_file_cast(children[literal_child_idx], rewrite_info->table_type); + if (literal_expr == nullptr) { + return false; + } + + auto rewritten_literal = + rewrite_literal_to_file_type(literal_expr, *rewrite_info, rewrite_context); + if (rewritten_literal == nullptr) { + children[literal_child_idx] = original_table_literal(literal_expr, rewrite_context); + expr->set_children(std::move(children)); + return false; + } + + children[slot_child_idx] = create_file_slot_ref(*slot_ref, *rewrite_info, rewrite_context); + children[literal_child_idx] = std::move(rewritten_literal); + expr->set_children(std::move(children)); + return true; +} + +static bool rewrite_in_slot_literal_predicate( + const VExprSPtr& expr, + const std::map& global_to_file_slot, + RewriteContext* rewrite_context) { + if (expr->node_type() != TExprNodeType::IN_PRED || expr->get_num_children() < 2) { + return false; + } + auto children = expr->children(); + const VSlotRef* slot_ref = nullptr; + const FileSlotRewriteInfo* rewrite_info = + find_slot_rewrite_info(children[0], global_to_file_slot, &slot_ref); + if (rewrite_info == nullptr || slot_ref == nullptr) { + return false; + } + + VExprSPtrs rewritten_literals; + rewritten_literals.reserve(children.size() - 1); + for (size_t child_idx = 1; child_idx < children.size(); ++child_idx) { + auto literal_expr = + unwrap_literal_for_file_cast(children[child_idx], rewrite_info->table_type); + if (literal_expr == nullptr) { + return false; + } + auto rewritten_literal = + rewrite_literal_to_file_type(literal_expr, *rewrite_info, rewrite_context); + if (rewritten_literal == nullptr) { + for (size_t restore_idx = 1; restore_idx < children.size(); ++restore_idx) { + auto restore_literal = unwrap_literal_for_file_cast(children[restore_idx], + rewrite_info->table_type); + if (restore_literal != nullptr) { + children[restore_idx] = + original_table_literal(restore_literal, rewrite_context); + } + } + expr->set_children(std::move(children)); + return false; + } + rewritten_literals.push_back(std::move(rewritten_literal)); + } + + children[0] = create_file_slot_ref(*slot_ref, *rewrite_info, rewrite_context); + for (size_t literal_idx = 0; literal_idx < rewritten_literals.size(); ++literal_idx) { + children[literal_idx + 1] = std::move(rewritten_literals[literal_idx]); + } + expr->set_children(std::move(children)); + return true; +} + +static VExprSPtr create_file_struct_child_name_literal(const std::string& file_child_name, + RewriteContext* rewrite_context) { + auto literal = VLiteral::create_shared(std::make_shared(), + Field::create_field(file_child_name)); + rewrite_context->add_created_expr(literal); + return literal; +} + +static bool needs_complex_file_slot_cast(const DataTypePtr& file_type, + const DataTypePtr& table_type) { + if (file_type == nullptr || table_type == nullptr || file_type->equals(*table_type)) { + return false; + } + const auto file_nested_type = remove_nullable(file_type); + const auto table_nested_type = remove_nullable(table_type); + if (file_nested_type->equals(*table_nested_type)) { + return false; + } + return is_complex_type(file_nested_type->get_primitive_type()) || + is_complex_type(table_nested_type->get_primitive_type()); +} + +static bool collect_struct_element_chain(const VExprSPtr& expr, std::vector* chain) { + DORIS_CHECK(chain != nullptr); + if (!is_struct_element_expr(expr)) { + return false; + } + const auto& parent = expr->children()[0]; + if (is_struct_element_expr(parent)) { + if (!collect_struct_element_chain(parent, chain)) { + return false; + } + } else if (!parent->is_slot_ref()) { + // Only support file-local rewrite for struct child chains rooted directly at a top-level + // slot, for example `element_at(s, 'a')` or `element_at(element_at(s, 'a'), 'b')`. + // + // Do not localize computed complex parents such as + // `element_at(element_at(map_values(m), 1), 'full_name')`. The intermediate map/array + // result has already been reshaped by scan projection and may have a different child order + // from the table expression. Partially rewriting that expression against the file block can + // silently evaluate the wrong struct child and filter out valid rows. Those predicates must + // remain as table-level conjuncts and be evaluated after TableReader materialization. + return false; + } + chain->push_back(expr); + return true; +} + +static bool rewrite_struct_element_path_to_file_expr( + const VExprSPtr& expr, const std::vector& mappings, + const std::map& global_to_file_slot, + RewriteContext* rewrite_context) { + ResolvedNestedStructPath resolved; + if (!resolve_nested_struct_expr_for_file(expr, mappings, &resolved)) { + return false; + } + + std::vector struct_element_chain; + if (!collect_struct_element_chain(expr, &struct_element_chain) || + struct_element_chain.size() != resolved.file_child_names.size() || + struct_element_chain.size() != resolved.file_child_types.size()) { + return false; + } + + auto root_children = struct_element_chain.front()->children(); + if (!root_children[0]->is_slot_ref()) { + return false; + } + const auto* slot_ref = assert_cast(root_children[0].get()); + const auto rewrite_it = global_to_file_slot.find(slot_ref_global_index(*slot_ref)); + if (rewrite_it == global_to_file_slot.end()) { + return false; + } + + // File-local conjuncts are prepared against the file-reader Block, so both the root slot and + // every struct selector must be expressed in file schema terms. For a renamed Iceberg field, + // keeping the table selector would prepare `element_at(file_struct, 'renamed')` and + // fail before any rows are read. Rewrite the whole chain while ColumnMapping still preserves + // the table-to-file relationship. Example: + // table filter: element_at(element_at(s, 'renamed_parent'), 'renamed_leaf') + // old file: s> + // file filter: element_at(element_at(s, 'parent'), 'leaf') + root_children[0] = create_file_slot_ref(*slot_ref, rewrite_it->second, rewrite_context); + struct_element_chain.front()->set_children(std::move(root_children)); + for (size_t idx = 0; idx < struct_element_chain.size(); ++idx) { + auto children = struct_element_chain[idx]->children(); + children[1] = create_file_struct_child_name_literal(resolved.file_child_names[idx], + rewrite_context); + struct_element_chain[idx]->set_children(std::move(children)); + // The selector name and the expression return type must be moved to file schema together. + // Example: + // table filter: element_at(element_at(s, 'new_a'), 'new_aa') = 50 + // old file: s.new_a STRUCT + // file filter: element_at(element_at(s, 'new_a'), 'aa') = 50 + // + // If the inner element_at keeps the table return type STRUCT, preparing the + // outer element_at(..., 'aa') fails before scanning because `aa` is not a table field. + struct_element_chain[idx]->data_type() = resolved.file_child_types[idx]; + } + return true; +} + +static VExprSPtr rewrite_table_expr_to_file_expr( + const VExprSPtr& expr, + const std::map& global_to_file_slot, + const std::vector& filter_mappings, RewriteContext* rewrite_context, + bool* can_localize) { + if (expr == nullptr) { + return nullptr; + } + DORIS_CHECK(rewrite_context != nullptr); + DORIS_CHECK(can_localize != nullptr); + if (auto* runtime_filter = dynamic_cast(expr.get()); + runtime_filter != nullptr) { + auto impl = runtime_filter->get_impl(); + if (impl == nullptr) { + *can_localize = false; + return expr; + } + auto localized_impl = rewrite_table_expr_to_file_expr( + impl, global_to_file_slot, filter_mappings, rewrite_context, can_localize); + if (!*can_localize) { + return expr; + } + runtime_filter->set_impl(std::move(localized_impl)); + return expr; + } + if (rewrite_binary_slot_literal_predicate(expr, global_to_file_slot, rewrite_context)) { + return expr; + } + if (rewrite_in_slot_literal_predicate(expr, global_to_file_slot, rewrite_context)) { + return expr; + } + if (is_struct_element_expr(expr)) { + if (!rewrite_struct_element_path_to_file_expr(expr, filter_mappings, global_to_file_slot, + rewrite_context)) { + // The scanner still evaluates the original table-level conjunct after TableReader + // finalizes the output block. Skipping an unlocalizable file conjunct is therefore + // safer than preparing a partially rewritten expression against the wrong struct + // layout. In particular, do not generate file-local conjuncts for computed complex + // parents such as `element_at(element_at(map_values(m), 1), 'field')`; only direct + // slot-rooted struct chains are supported here. + *can_localize = false; + } + return expr; + } + if (expr->is_slot_ref()) { + const auto* slot_ref = assert_cast(expr.get()); + const auto rewrite_it = global_to_file_slot.find(slot_ref_global_index(*slot_ref)); + if (rewrite_it != global_to_file_slot.end()) { + const auto& rewrite_info = rewrite_it->second; + auto file_slot = create_file_slot_ref(*slot_ref, rewrite_info, rewrite_context); + if (rewrite_info.file_type->equals(*rewrite_info.table_type)) { + return file_slot; + } + if (needs_complex_file_slot_cast(rewrite_info.file_type, rewrite_info.table_type)) { + // Generic file-local expressions cannot safely cast an evolved complex file slot + // back to the table type. Example: + // + // table filter: ARRAY_CONTAINS(MAP_KEYS(m), 'person5') + // old file: m MAP> + // table: m MAP> + // + // Although MAP_KEYS only reads the key column, wrapping the file slot as + // `CAST(file_m AS table_m)` forces the value struct cast first and fails because + // the old and new value structs have different fields. Keep such filters at the + // table level, where TableReader materializes the evolved complex value before + // Scanner evaluates the original conjunct. Direct slot-rooted struct child paths + // are handled by rewrite_struct_element_path_to_file_expr() above. + *can_localize = false; + return expr; + } + auto cast_expr = Cast::create_shared(rewrite_info.table_type); + cast_expr->add_child(std::move(file_slot)); + rewrite_context->add_created_expr(cast_expr); + return cast_expr; + } + return expr; + } + // The input is a split-local cloned tree. A previous split-local clone may already have + // inserted Cast(slot). Keep that rewrite idempotent: rewrite the cast child from table slot to + // the current split's file slot, and drop the cast when the current split no longer needs it. + if (is_cast_expr(expr) && expr->get_num_children() == 1) { + const auto& child = expr->children()[0]; + if (child->is_slot_ref()) { + const auto* slot_ref = assert_cast(child.get()); + const auto rewrite_it = global_to_file_slot.find(slot_ref_global_index(*slot_ref)); + if (rewrite_it != global_to_file_slot.end() && + expr->data_type()->equals(*rewrite_it->second.table_type)) { + auto rewritten_child = + create_file_slot_ref(*slot_ref, rewrite_it->second, rewrite_context); + if (rewrite_it->second.file_type->equals(*rewrite_it->second.table_type)) { + return rewritten_child; + } + if (needs_complex_file_slot_cast(rewrite_it->second.file_type, + rewrite_it->second.table_type)) { + *can_localize = false; + return expr; + } + expr->set_children({std::move(rewritten_child)}); + return expr; + } + } + } + + VExprSPtrs rewritten_children; + rewritten_children.reserve(expr->children().size()); + for (const auto& child : expr->children()) { + rewritten_children.push_back(rewrite_table_expr_to_file_expr( + child, global_to_file_slot, filter_mappings, rewrite_context, can_localize)); + } + expr->set_children(std::move(rewritten_children)); + return expr; +} + +static constexpr const char* ROW_LINEAGE_ROW_ID = "_row_id"; +static constexpr const char* ROW_LINEAGE_LAST_UPDATED_SEQ_NUMBER = "_last_updated_sequence_number"; +static constexpr int32_t ROW_LINEAGE_ROW_ID_FIELD_ID = 2147483540; +static constexpr int32_t ROW_LINEAGE_LAST_UPDATED_SEQ_NUMBER_FIELD_ID = 2147483539; + +static TableVirtualColumnType row_lineage_virtual_column_type(const std::string& column_name) { + if (column_name == ROW_LINEAGE_ROW_ID) { + return TableVirtualColumnType::ROW_ID; + } + if (column_name == ROW_LINEAGE_LAST_UPDATED_SEQ_NUMBER) { + return TableVirtualColumnType::LAST_UPDATED_SEQUENCE_NUMBER; + } + return TableVirtualColumnType::INVALID; +} + +static TableVirtualColumnType row_lineage_virtual_column_type_by_field_id( + const ColumnDefinition& column) { + if (!column.has_identifier_field_id()) { + return TableVirtualColumnType::INVALID; + } + switch (column.get_identifier_field_id()) { + case ROW_LINEAGE_ROW_ID_FIELD_ID: + return TableVirtualColumnType::ROW_ID; + case ROW_LINEAGE_LAST_UPDATED_SEQ_NUMBER_FIELD_ID: + return TableVirtualColumnType::LAST_UPDATED_SEQUENCE_NUMBER; + default: + return TableVirtualColumnType::INVALID; + } +} + +static TableVirtualColumnType row_lineage_virtual_column_type(const ColumnDefinition& column, + TableColumnMappingMode mode) { + switch (mode) { + case TableColumnMappingMode::BY_FIELD_ID: + return row_lineage_virtual_column_type_by_field_id(column); + case TableColumnMappingMode::BY_NAME: + case TableColumnMappingMode::BY_INDEX: + return row_lineage_virtual_column_type(column.name); + } + return TableVirtualColumnType::INVALID; +} + +// Returns true when the current file type is not the exact nested type the scan should expose. +// This is about building the projected file-side type/projection, not about whether TableReader +// later needs to rematerialize the complex value back to table layout. +static bool needs_projected_file_type_rebuild(const ColumnMapping& mapping) { + if (!is_complex_type(mapping.file_type->get_primitive_type())) { + return false; + } + if (mapping.child_mappings.empty()) { + return false; + } + DORIS_CHECK(mapping.file_type != nullptr); + DORIS_CHECK(mapping.table_type != nullptr); + if (remove_nullable(mapping.file_type)->get_primitive_type() != + remove_nullable(mapping.table_type)->get_primitive_type()) { + return true; + } + if (!mapping.table_type->equals(*mapping.file_type)) { + return true; + } + for (const auto& child_mapping : mapping.child_mappings) { + // Rename-only child mappings do not change the file-side projected shape. If field-id + // matching maps table child `renamed_b` to file child `b`, the file reader can still expose + // the original file type as long as child count/order/types are unchanged. + if (!child_mapping.file_local_id.has_value() || + needs_projected_file_type_rebuild(child_mapping)) { + return true; + } + } + return false; +} + +static std::optional file_child_ordinal_in_scan_type(const ColumnMapping& mapping, + const ColumnMapping& child_mapping) { + if (!child_mapping.file_local_id.has_value()) { + return std::nullopt; + } + const auto& file_children = !mapping.projected_file_children.empty() + ? mapping.projected_file_children + : mapping.original_file_children; + const auto child_it = std::ranges::find_if(file_children, [&](const ColumnDefinition& child) { + return child.file_local_id() == *child_mapping.file_local_id; + }); + if (child_it == file_children.end()) { + return std::nullopt; + } + return static_cast(std::distance(file_children.begin(), child_it)); +} + +static bool needs_complex_rematerialize(const ColumnMapping& mapping) { + if (mapping.child_mappings.empty()) { + return false; + } + if (mapping.table_type == nullptr || mapping.file_type == nullptr || + !mapping.table_type->equals(*mapping.file_type)) { + return true; + } + for (size_t table_child_idx = 0; table_child_idx < mapping.child_mappings.size(); + ++table_child_idx) { + const auto& child_mapping = mapping.child_mappings[table_child_idx]; + const auto file_child_idx = file_child_ordinal_in_scan_type(mapping, child_mapping); + if (!file_child_idx.has_value() || *file_child_idx != table_child_idx || + needs_complex_rematerialize(child_mapping) || + (child_mapping.table_type != nullptr && child_mapping.file_type != nullptr && + !child_mapping.table_type->equals(*child_mapping.file_type))) { + return true; + } + } + return false; +} + +static bool mapping_can_use_file_column_directly(const ColumnMapping& mapping) { + if (mapping.table_type == nullptr || mapping.file_type == nullptr) { + return false; + } + const auto table_type = remove_nullable(mapping.table_type); + const auto file_type = remove_nullable(mapping.file_type); + const bool same_timestamptz_with_different_scale = + table_type->get_primitive_type() == TYPE_TIMESTAMPTZ && + file_type->get_primitive_type() == TYPE_TIMESTAMPTZ; + if (!mapping.table_type->equals(*mapping.file_type) && !same_timestamptz_with_different_scale) { + return false; + } + return !needs_complex_rematerialize(mapping); +} + +static const ColumnDefinition* find_file_child_for_mapping(const ColumnDefinition& table_child, + const ColumnDefinition& file_parent, + TableColumnMappingMode mode, + size_t table_child_idx, + bool allow_ordinal_fallback) { + const auto file_parent_type = remove_nullable(file_parent.type)->get_primitive_type(); + switch (file_parent_type) { + case TYPE_ARRAY: + DORIS_CHECK(file_parent.children.size() == 1); + return &file_parent.children[0]; + case TYPE_MAP: + DORIS_CHECK(file_parent.children.size() == 2); + if (table_child.name == "key") { + return &file_parent.children[0]; + } + if (table_child.name == "value") { + return &file_parent.children[1]; + } + if (table_child.local_id == 0 || table_child.local_id == 1) { + return &file_parent.children[table_child.local_id]; + } + return nullptr; + default: + // Hive BY_INDEX is a top-level column matching rule. Once a complex root is selected by + // file position, nested struct children follow Hive reader's historical name matching + // semantics; their integer identifiers can be field ids, not file positions. + const auto nested_mode = + mode == TableColumnMappingMode::BY_INDEX ? TableColumnMappingMode::BY_NAME : mode; + if (const auto* file_child = + matcher_for_mode(nested_mode).find(table_child, file_parent.children); + file_child != nullptr) { + return file_child; + } + if (allow_ordinal_fallback && mode == TableColumnMappingMode::BY_FIELD_ID && + !table_child.has_identifier_field_id()) { + // Synthetic children are derived from the table DataType when nested ColumnDefinition + // metadata has been pruned away. They do not carry Iceberg field ids, so try a name + // match before falling back to ordinal order. Example: + // table value type: Struct(age, full_name, gender) + // old file value: Struct(name, age) + // Name matching keeps `age -> age`; the later unused-child fallback can then map the + // renamed `full_name -> name` instead of consuming `age` twice. + if (const auto* file_child = NameMatcher().find(table_child, file_parent.children); + file_child != nullptr) { + return file_child; + } + } + // Some callers only carry the full complex DataType for a projected table column, without + // expanded nested ColumnDefinitions. In that case we can still preserve full materialization + // by walking table/file struct fields by ordinal. This is a fallback only: explicit + // ColumnDefinition children keep using the requested table-format matching rule, which is + // required for precise schema evolution. + if (allow_ordinal_fallback && table_child_idx < file_parent.children.size()) { + return &file_parent.children[table_child_idx]; + } + return nullptr; + } +} + +static ColumnDefinition synthetic_child_definition(const std::string& name, DataTypePtr type, + int32_t local_id) { + ColumnDefinition child; + child.identifier = Field::create_field(name); + child.local_id = local_id; + child.name = name; + child.type = std::move(type); + return child; +} + +static std::vector synthesize_complex_children_from_type( + const DataTypePtr& type) { + std::vector children; + if (type == nullptr) { + return children; + } + const auto nested_type = remove_nullable(type); + switch (nested_type->get_primitive_type()) { + case TYPE_ARRAY: { + const auto* array_type = assert_cast(nested_type.get()); + children.push_back(synthetic_child_definition("element", array_type->get_nested_type(), 0)); + break; + } + case TYPE_MAP: { + const auto* map_type = assert_cast(nested_type.get()); + children.push_back(synthetic_child_definition("key", map_type->get_key_type(), 0)); + children.push_back(synthetic_child_definition("value", map_type->get_value_type(), 1)); + break; + } + case TYPE_STRUCT: { + const auto* struct_type = assert_cast(nested_type.get()); + children.reserve(struct_type->get_elements().size()); + for (size_t idx = 0; idx < struct_type->get_elements().size(); ++idx) { + children.push_back(synthetic_child_definition(struct_type->get_element_name(idx), + struct_type->get_element(idx), + cast_set(idx))); + } + break; + } + default: + break; + } + return children; +} + +static bool has_table_child_named(const std::vector& children, + std::string_view name) { + return std::ranges::any_of(children, [&](const ColumnDefinition& child) { + return std::string_view(child.name) == name; + }); +} + +static void complete_required_complex_children_from_type(const DataTypePtr& type, + std::vector* children) { + DORIS_CHECK(children != nullptr); + if (type == nullptr) { + return; + } + const auto nested_type = remove_nullable(type); + switch (nested_type->get_primitive_type()) { + case TYPE_MAP: { + const auto* map_type = assert_cast(nested_type.get()); + // MAP key/value are structural children, not independently materializable table fields. + // A key-only projection can still be attached to a whole-map output root, for example: + // SELECT * FROM t WHERE ARRAY_CONTAINS(MAP_KEYS(new_map_column), 'person5') + // + // In that shape the scanner keeps the value stream readable, but the table projection can + // carry only the key child. Add the missing value child so recursive mapping can evolve the + // value type instead of letting TableReader cast old/new value structs directly. + if (has_table_child_named(*children, "key") && !has_table_child_named(*children, "value")) { + children->push_back(synthetic_child_definition("value", map_type->get_value_type(), 1)); + } + break; + } + case TYPE_ARRAY: + // ARRAY has only one required structural child (`element`), so a non-empty projection is + // already rooted at the element path. + break; + case TYPE_STRUCT: + // STRUCT children are real fields and must remain prunable. Completing missing struct + // fields here would turn `SELECT s.a` into a full-struct read and undo nested projection. + break; + default: + break; + } +} + +static Status validate_file_schema_children(const ColumnDefinition& file_field) { + if (file_field.type == nullptr) { + return Status::InternalError("File column '{}' has null type", file_field.name); + } + const auto nested_type = remove_nullable(file_field.type); + size_t expected_children = 0; + bool complex_with_fixed_children = true; + switch (nested_type->get_primitive_type()) { + case TYPE_ARRAY: + expected_children = 1; + break; + case TYPE_MAP: + expected_children = 2; + break; + case TYPE_STRUCT: + expected_children = + assert_cast(nested_type.get())->get_elements().size(); + break; + default: + complex_with_fixed_children = false; + break; + } + if (!complex_with_fixed_children || file_field.children.size() == expected_children) { + return Status::OK(); + } + return Status::InternalError( + "Malformed complex file schema for column '{}': type={}, expected_children={}, " + "actual_children={}", + file_field.name, file_field.type->get_name(), expected_children, + file_field.children.size()); +} + +static bool has_projected_file_children(const ColumnMapping& mapping) { + if (mapping.original_file_children.empty() || mapping.projected_file_children.empty()) { + return false; + } + if (mapping.original_file_children.size() != mapping.projected_file_children.size()) { + return true; + } + for (size_t idx = 0; idx < mapping.original_file_children.size(); ++idx) { + if (mapping.original_file_children[idx].file_local_id() != + mapping.projected_file_children[idx].file_local_id()) { + return true; + } + } + return false; +} + +static bool needs_nested_file_projection(const ColumnMapping& mapping) { + if (has_projected_file_children(mapping)) { + // Return True if the projected child column is missing / re-ordered + return true; + } + return std::ranges::any_of(mapping.child_mappings, [](const ColumnMapping& child_mapping) { + return needs_nested_file_projection(child_mapping); + }); +} + +static Status build_complex_projection(const ColumnMapping& mapping, LocalColumnIndex* projection); + +// Build the projected file children/type according to the pruned complex projection. For example, +// if we have a struct column `s` with children `id` and `name`, and the projection only keeps +// `s.name`, then the file reader should expose `STRUCT`. +static Status rebuild_projected_file_children_and_type( + const DataTypePtr& file_type, const std::vector& original_file_children, + const std::vector& child_mappings, + std::vector* projected_file_children, DataTypePtr* projected_type) { + DORIS_CHECK(file_type != nullptr); + DORIS_CHECK(projected_file_children != nullptr); + DORIS_CHECK(projected_type != nullptr); + ColumnDefinition field; + field.type = file_type; + field.children = original_file_children; + LocalColumnIndex projection = LocalColumnIndex::partial_local(-1); + projection.children.reserve(child_mappings.size()); + for (const auto* child_mapping : present_child_mappings_in_file_order(child_mappings)) { + DORIS_CHECK(child_mapping->file_local_id.has_value()); + LocalColumnIndex child_projection; + RETURN_IF_ERROR(build_complex_projection(*child_mapping, &child_projection)); + projection.children.push_back(std::move(child_projection)); + } + + ColumnDefinition projected_field; + RETURN_IF_ERROR(project_column_definition(field, projection, &projected_field)); + *projected_file_children = std::move(projected_field.children); + *projected_type = std::move(projected_field.type); + return Status::OK(); +} + +// Build the complex column projection according to the ColumnMapping which is re-ordered by the +// file-schema's order. +// +// For MAP, a partial projection represents value-subtree pruning only. The key child is not a +// projected output shape; file readers still read full keys to construct ColumnMap offsets and keep +// key semantics unchanged. If a caller tries to project only/prune the key child, the common schema +// projection helper rejects it. +static Status build_complex_projection(const ColumnMapping& mapping, LocalColumnIndex* projection) { + if (projection == nullptr) { + return Status::InvalidArgument("projection is null"); + } + DORIS_CHECK(mapping.file_local_id.has_value()); + *projection = LocalColumnIndex::local(*mapping.file_local_id); + projection->project_all_children = mapping.child_mappings.empty(); + projection->children.clear(); + const auto present_children = present_child_mappings_in_file_order(mapping.child_mappings); + if (!projection->project_all_children && present_children.empty()) { + // All requested table children under this complex node are missing/default-only. The file + // reader cannot expose an empty complex projection, but TableReader can still rematerialize + // the table shape from a full file subtree and fill the missing children with defaults. + projection->project_all_children = true; + return Status::OK(); + } + for (const auto* child_mapping : present_children) { + LocalColumnIndex child_projection; + RETURN_IF_ERROR(build_complex_projection(*child_mapping, &child_projection)); + projection->children.push_back(std::move(child_projection)); + } + if (!projection->project_all_children && projection->children.empty()) { + return Status::NotSupported("Projection for complex column {} contains no file children", + mapping.file_column_name); + } + return Status::OK(); +} + +using FilterProjectionMap = std::map; + +// Update the mapping's file type according to the projection, and determine whether the projection +// is trivial (i.e. the projected file type is the same as the table type, so no need to +// rematerialize the complex value back to table layout after reading from file). +static Status apply_projection_to_mapping_file_type(const LocalColumnIndex& projection, + ColumnMapping* mapping) { + DORIS_CHECK(mapping != nullptr); + if (mapping->original_file_type == nullptr) { + mapping->original_file_type = mapping->file_type; + } + if (mapping->original_file_type == nullptr || + !is_complex_type(remove_nullable(mapping->original_file_type)->get_primitive_type())) { + return Status::OK(); + } + ColumnDefinition field; + field.type = mapping->original_file_type; + field.children = mapping->original_file_children; + ColumnDefinition projected_field; + RETURN_IF_ERROR(project_column_definition(field, projection, &projected_field)); + mapping->file_type = std::move(projected_field.type); + mapping->projected_file_children = std::move(projected_field.children); + mapping->is_trivial = mapping_can_use_file_column_directly(*mapping); + return Status::OK(); +} + +static Status merge_filter_projection(const FilterProjectionMap* filter_projections, + LocalColumnIndex* projection) { + DORIS_CHECK(projection != nullptr); + if (filter_projections == nullptr) { + return Status::OK(); + } + const auto filter_projection_it = filter_projections->find(projection->column_id()); + if (filter_projection_it == filter_projections->end()) { + return Status::OK(); + } + // Merge predicate-only nested paths into the root projection that is about to be scanned. + // Example: `SELECT s.a WHERE s.b > 1` first builds the output projection `s -> a` from + // ColumnMapping, while build_nested_struct_filter_projection_map() records `s -> b`. This merge + // produces one file scan projection `s -> a,b`. + RETURN_IF_ERROR(merge_local_column_index(projection, filter_projection_it->second)); + return Status::OK(); +} + +static bool table_root_is_map(const ColumnMapping& mapping) { + if (mapping.table_type == nullptr) { + return false; + } + return remove_nullable(mapping.table_type)->get_primitive_type() == TYPE_MAP; +} + +static Status add_scan_column(FileScanRequest* file_request, ColumnMapping* mapping, + bool is_predicate_column, bool force_full_complex_scan_projection, + const FilterProjectionMap* filter_projections = nullptr) { + const auto file_column_id = LocalColumnId(mapping->file_local_id.value()); + LocalColumnIndex projection = LocalColumnIndex::top_level(file_column_id); + // Columnar readers can turn a complex mapping into a nested file projection, but + // row-oriented readers must scan the full top-level complex field because all children are + // encoded in the same text cell. + if (!force_full_complex_scan_projection && needs_nested_file_projection(*mapping)) { + RETURN_IF_ERROR(build_complex_projection(*mapping, &projection)); + } + if (is_predicate_column && !force_full_complex_scan_projection) { + DCHECK(filter_projections != nullptr); + // If a projected complex root is also used by a predicate, rebuild the predicate scan + // projection from the output mapping before merging predicate-only children. For + // `SELECT s.a WHERE s.b > 1`, build_complex_projection() produces `s -> a` and + // merge_filter_projection() adds `s -> b`, so the predicate column reads both children. + RETURN_IF_ERROR(merge_filter_projection(filter_projections, &projection)); + } + FileScanRequestBuilder builder(file_request); + if (is_predicate_column) { + return builder.add_predicate_column(std::move(projection)); + } + return builder.add_non_predicate_column(std::move(projection)); +} + +static const LocalColumnIndex* find_scan_projection( + const std::vector& scan_columns, LocalColumnId file_column_id) { + const auto projection_it = + std::ranges::find_if(scan_columns, [&](const LocalColumnIndex& projection) { + return projection.column_id() == file_column_id; + }); + return projection_it == scan_columns.end() ? nullptr : &*projection_it; +} + +// Apply the final scan projection of one root file column back to its ColumnMapping. This updates +// mapping.file_type/projected_file_children from the original file schema to the exact shape that +// FileReader will return. +// +// Example: for `SELECT s.a WHERE s.b > 1`, add_scan_column() keeps only one predicate scan +// projection `s -> a,b`. Applying that projection changes the mapping's file type from the full +// file struct `s` to the projected file struct `s`, so later filter rewrite and +// TableReader final materialization use the same column shape as the file-local block. +static Status apply_scan_projection_to_mapping_file_type(const FileScanRequest& file_request, + ColumnMapping* mapping) { + DORIS_CHECK(mapping != nullptr); + DORIS_CHECK(mapping->file_local_id.has_value()); + const auto file_column_id = LocalColumnId(*mapping->file_local_id); + // Predicate columns are the actual scan projection when a column is used by row-level filters: + // add_scan_column() removes the duplicate non-predicate projection in that case. + const auto* projection = find_scan_projection(file_request.predicate_columns, file_column_id); + if (projection == nullptr) { + projection = find_scan_projection(file_request.non_predicate_columns, file_column_id); + } + DORIS_CHECK(projection != nullptr); + return apply_projection_to_mapping_file_type(*projection, mapping); +} + +// Build extra scan projections required only by row-level filters on nested struct children. +// +// Example: for `SELECT s.a FROM t WHERE s.b.c > 1`, the output projection may only contain `s.a`, +// but the file reader must also read `s.b.c` to evaluate the predicate. This function collects the +// table-side filter path, resolves it through ColumnMapping first, and records the corresponding +// file-side projection in filter_projections. This keeps renamed fields consistent across the scan +// projection, row-level conjunct rewrite, and nested predicate pruning. Example: +// table filter path: s -> renamed_b -> c +// old file path: s -> b -> c +// recorded path: s -> b -> c +// When add_scan_column() adds the same root as a predicate column, it rebuilds that root from the +// output mapping, merges this filter-only projection into it, and removes the duplicate +// non-predicate root entry. +static Status build_nested_struct_filter_projection_map( + const std::vector& table_filters, const std::vector& mappings, + FilterProjectionMap* filter_projections) { + DORIS_CHECK(filter_projections != nullptr); + filter_projections->clear(); + for (const auto& table_filter : table_filters) { + if (table_filter.conjunct == nullptr) { + continue; + } + // Collect all nested struct paths in the table filter. For example, for + // `s.id > 5 AND element_at(s, 'renamed_name') = 'abc'`, collect the table paths + // `s -> id` and `s -> renamed_name`, then resolve each one to its file-side projection. + std::vector paths; + collect_nested_struct_paths(table_filter.conjunct->root(), &paths); + for (const auto& path : paths) { + auto mapping_it = std::ranges::find_if(mappings, [&](const ColumnMapping& mapping) { + return mapping.global_index == path.root_global_index; + }); + if (mapping_it == mappings.end() || !mapping_it->file_local_id.has_value() || + path.selectors.empty()) { + continue; + } + + ResolvedNestedStructPath resolved; + LocalColumnIndex root_projection; + if (!resolve_nested_struct_path_for_file(path, mappings, &resolved)) { + if (!table_root_is_map(*mapping_it)) { + continue; + } + // Direct map value filters such as `m.value.a > 1` need the value leaf for row + // evaluation even when the query only projects another value child. This is only a + // scan projection fallback; complex map/array expressions are still not rewritten + // into file-local conjuncts. + LocalColumnIndex child_projection; + RETURN_IF_ERROR(build_file_child_projection_from_schema( + mapping_it->original_file_children, path.selectors, &child_projection)); + if (child_projection.local_id() < 0) { + continue; + } + root_projection = LocalColumnIndex::partial_local(*mapping_it->file_local_id); + root_projection.children.push_back(std::move(child_projection)); + } else { + root_projection = std::move(resolved.file_projection); + } + auto filter_projection_it = filter_projections->find(root_projection.column_id()); + if (filter_projection_it == filter_projections->end()) { + filter_projections->emplace(root_projection.column_id(), + std::move(root_projection)); + continue; + } + RETURN_IF_ERROR( + merge_local_column_index(&filter_projection_it->second, root_projection)); + } + } + return Status::OK(); +} + +static void rebuild_projection(ColumnMapping* mapping, LocalIndex block_position) { + DORIS_CHECK(mapping->file_local_id.has_value()); + if (mapping->is_trivial || needs_complex_rematerialize(*mapping)) { + mapping->projection = VExprContext::create_shared(VSlotRef::create_shared( + cast_set(block_position.value()), cast_set(block_position.value()), -1, + mapping->file_type, mapping->file_column_name)); + return; + } + + auto expr = Cast::create_shared(mapping->table_type); + expr->add_child(VSlotRef::create_shared(cast_set(block_position.value()), + cast_set(block_position.value()), -1, + mapping->file_type, mapping->file_column_name)); + mapping->projection = VExprContext::create_shared(expr); +} + +// Build file slot rewrite info from the localized filter targets. Only local targets can enter +// file-reader expressions; constant and unset targets stay above the file reader. +static std::map build_file_slot_rewrite_map( + const std::vector& mappings, + const std::map& filter_entries) { + std::map global_to_file_slot; + for (const auto& mapping : mappings) { + const auto entry_it = filter_entries.find(mapping.global_index); + if (entry_it == filter_entries.end() || !entry_it->second.is_local()) { + continue; + } + DORIS_CHECK(mapping.file_local_id.has_value()); + global_to_file_slot.emplace( + mapping.global_index, + FileSlotRewriteInfo {.block_position = entry_it->second.local_index().value(), + .file_type = mapping.file_type, + .table_type = mapping.table_type, + .file_column_name = mapping.file_column_name}); + } + return global_to_file_slot; +} + +Status TableColumnMapper::_create_by_index_mapping(const ColumnDefinition& table_column, + const std::vector& file_schema, + ColumnMapping* mapping) { + DORIS_CHECK(mapping != nullptr); + DORIS_CHECK(!table_column.is_partition_key); + + // Key contract: in BY_INDEX mode, `ColumnDefinition::identifier` TYPE_INT is interpreted as the + // 0-based position of this column inside `file_schema`. FE writes the physical file position + // of each non-partition projected column into that identifier. This interpretation allows: + // - sparse projection: read only a subset of file columns (for example only `_col2` + // and `_col4`); + // - column reordering: table column order differs from file column order; + // - no many-to-one mapping: FE must guarantee that each file position is referenced by at + // most one table column. + const auto file_index = table_column.get_identifier_position(); + + // Case A: file_index is in range, so build a direct positional mapping. + // The file column name (for example `_col0`) is intentionally ignored here. + if (file_index >= 0 && static_cast(file_index) < file_schema.size()) { + return _create_direct_mapping(table_column, file_schema[static_cast(file_index)], + mapping); + } + + // Case B: file_index is out of range, which means the file does not contain this column. + // Route it through the missing-column path used by schema evolution. + if (table_column.default_expr != nullptr) { + _set_constant_mapping(mapping, table_column.default_expr); + return Status::OK(); + } + // Keep the mapping empty (`file_local_id` remains `nullopt`) and let the upper finalize + // stage fill NULL/default values. + return Status::OK(); +} + +void TableColumnMapper::_set_constant_mapping(ColumnMapping* mapping, VExprContextSPtr expr) { + DORIS_CHECK(mapping != nullptr); + DORIS_CHECK(expr != nullptr); + mapping->default_expr = std::move(expr); + mapping->constant_index = _constant_map.add(ConstantEntry { + .global_index = mapping->global_index, + .expr = mapping->default_expr, + .type = mapping->table_type, + }); + mapping->filter_conversion = FilterConversionType::CONSTANT; +} + +Status TableColumnMapper::_create_mapping_for_column(const ColumnDefinition& table_column, + GlobalIndex global_index, + ColumnMapping* mapping) { + DORIS_CHECK(mapping != nullptr); + *mapping = ColumnMapping {}; + mapping->global_index = global_index; + mapping->table_column_name = table_column.name; + mapping->table_type = table_column.type; + const auto row_lineage_type = row_lineage_virtual_column_type(table_column, _options.mode); + if (const auto* partition_value = find_partition_value(table_column, _partition_values); + table_column.is_partition_key && partition_value != nullptr) { + // Partition values are split constants and must take precedence over defaults. + _set_constant_mapping(mapping, VExprContext::create_shared(VLiteral::create_shared( + mapping->table_type, *partition_value))); + } else if (_options.mode == TableColumnMappingMode::BY_INDEX && + !table_column.is_partition_key && table_column.has_identifier_field_id()) { + // BY_INDEX interprets ColumnDefinition::identifier as physical file position. + RETURN_IF_ERROR(_create_by_index_mapping(table_column, _file_schema, mapping)); + } else if (const auto* file_field = _find_file_field(table_column, _file_schema)) { + // Normal physical file column mapping. + RETURN_IF_ERROR(_create_direct_mapping(table_column, *file_field, mapping)); + if (row_lineage_type != TableVirtualColumnType::INVALID) { + // Iceberg v3 rewritten files may physically contain row lineage metadata fields. + // File non-null values must be preserved, while file NULLs still inherit from data file + // metadata in IcebergTableReader. Therefore the mapping has a real file source plus a + // virtual post-materialization step, and filters must wait for finalize output. + mapping->virtual_column_type = row_lineage_type; + mapping->filter_conversion = FilterConversionType::FINALIZE_ONLY; + } + } else if (row_lineage_type != TableVirtualColumnType::INVALID) { + // Iceberg row lineage metadata fields are optional in data files. Missing fields are exposed + // as all-NULL table columns first; IcebergTableReader fills inherited values only when the + // split carries first_row_id / last_updated_sequence_number metadata. + // FE may attach a default_expr to these hidden metadata columns, but the Iceberg v3 + // inheritance rule must take precedence over the generic missing-column default path. + mapping->virtual_column_type = row_lineage_type; + } else if (table_column.name == BeConsts::ICEBERG_ROWID_COL) { + // Doris internal Iceberg row locator is never a physical Iceberg data column. It is built + // from file path, row position and partition metadata for delete/update/merge. + mapping->virtual_column_type = TableVirtualColumnType::ICEBERG_ROWID; + } else if (table_column.default_expr != nullptr) { + // Missing schema-evolution column with an explicit default expression. + _set_constant_mapping(mapping, table_column.default_expr); + } else { + if (table_column.is_partition_key) { + return Status::InvalidArgument( + "Table column '{}' (global_index={}) does not have a matching partition value", + table_column.name, mapping->global_index.value()); + } + } + return Status::OK(); +} + +Status TableColumnMapper::_create_hidden_filter_mapping(const ColumnDefinition& table_column, + GlobalIndex global_index, + ColumnMapping* mapping) { + auto status = _create_mapping_for_column(table_column, global_index, mapping); + if (mapping->file_local_id.has_value() || mapping->constant_index.has_value() || + mapping->virtual_column_type != TableVirtualColumnType::INVALID) { + return Status::OK(); + } + if (_options.mode == TableColumnMappingMode::BY_NAME) { + return status; + } + + // Predicate-only slot refs carry the table name/type but do not carry the table-format field + // id used by BY_FIELD_ID or the file position used by BY_INDEX. Use a name fallback only for + // hidden filter localization; projected columns still obey the requested mapping mode. + const auto* file_field = + matcher_for_mode(TableColumnMappingMode::BY_NAME).find(table_column, _file_schema); + if (file_field == nullptr) { + return status; + } + ColumnMapping fallback_mapping; + fallback_mapping.global_index = global_index; + fallback_mapping.table_column_name = table_column.name; + fallback_mapping.table_type = table_column.type; + RETURN_IF_ERROR(_create_direct_mapping(table_column, *file_field, &fallback_mapping)); + *mapping = std::move(fallback_mapping); + return Status::OK(); +} + +Status TableColumnMapper::_build_hidden_filter_mappings( + const std::vector& table_filters) { + _hidden_mappings.clear(); + + std::map filter_columns; + for (const auto& table_filter : table_filters) { + if (table_filter.conjunct != nullptr) { + collect_top_level_slot_columns(table_filter.conjunct->root(), &filter_columns); + } + } + + // TableColumnPredicates only carry GlobalIndex and predicate objects. They do not provide the + // top-level column name/type needed to build a hidden mapping, so a predicate-only column can + // be hidden-mapped only when the same root slot also appears in a conjunct. + for (const auto& [global_index, table_column] : filter_columns) { + if (_find_mapping(global_index) != nullptr) { + // Ignore columns that are already mapped by the projected columns + continue; + } + ColumnMapping mapping; + RETURN_IF_ERROR(_create_hidden_filter_mapping(table_column, global_index, &mapping)); + if (mapping.file_local_id.has_value() || mapping.constant_index.has_value() || + mapping.virtual_column_type != TableVirtualColumnType::INVALID) { + _hidden_mappings.push_back(std::move(mapping)); + } + } + return Status::OK(); +} + +Status TableColumnMapper::create_mapping(const std::vector& projected_columns, + const std::map& partition_values, + const std::vector& file_schema) { + clear(); + _partition_values = partition_values; + _file_schema = file_schema; + for (size_t column_idx = 0; column_idx < projected_columns.size(); ++column_idx) { + ColumnMapping mapping; + RETURN_IF_ERROR(_create_mapping_for_column(projected_columns[column_idx], + GlobalIndex(column_idx), &mapping)); + _mappings.push_back(std::move(mapping)); + } + return Status::OK(); +} + +std::vector TableColumnMapper::_filter_visible_mappings() const { + std::vector mappings; + mappings.reserve(_mappings.size() + _hidden_mappings.size()); + mappings.insert(mappings.end(), _mappings.begin(), _mappings.end()); + mappings.insert(mappings.end(), _hidden_mappings.begin(), _hidden_mappings.end()); + return mappings; +} + +Status TableColumnMapper::_build_filter_entries(const FileScanRequest& file_request) { + _filter_entries.clear(); + const auto mappings = _filter_visible_mappings(); + for (const auto& mapping : mappings) { + FilterEntry entry; + if (mapping.constant_index.has_value()) { + entry = FilterEntry::constant(*mapping.constant_index); + } else if (mapping.file_local_id.has_value() && + filter_conversion_has_local_source(mapping.filter_conversion)) { + const auto local_position_it = + file_request.local_positions.find(LocalColumnId(*mapping.file_local_id)); + if (local_position_it != file_request.local_positions.end()) { + entry = FilterEntry::local(local_position_it->second); + } + } + _filter_entries.emplace(mapping.global_index, entry); + } + return Status::OK(); +} + +Status TableColumnMapper::create_scan_request( + const std::vector& table_filters, + const TableColumnPredicates& table_column_predicates, + const std::vector& projected_columns, FileScanRequest* file_request, + RuntimeState* runtime_state) { + // FileReader evaluates expressions against a file-local block. This mapper owns the + // table-column to file-column conversion, so it also owns the file-local block positions. + file_request->predicate_columns.clear(); + file_request->non_predicate_columns.clear(); + file_request->local_positions.clear(); + file_request->conjuncts.clear(); + file_request->delete_conjuncts.clear(); + file_request->column_predicate_filters.clear(); + _filter_entries.clear(); + // 1. Build referenced non-predicate columns + for (size_t column_idx = 0; column_idx < projected_columns.size(); ++column_idx) { + const auto global_index = GlobalIndex(column_idx); + auto* mapping = _find_mapping(global_index); + if (mapping != nullptr && mapping->file_local_id.has_value()) { + // A file column can be read lazily as a non-predicate column only when it is not used + // by row-level expression filters. Single-column ColumnPredicate filters are pruning + // hints only and must not force row-level predicate materialization. + bool used_by_filter = false; + for (const auto& table_filter : table_filters) { + const auto& global_indices = table_filter.global_indices; + if (std::find(global_indices.begin(), global_indices.end(), global_index) != + global_indices.end() && + filter_conversion_has_local_source(mapping->filter_conversion)) { + used_by_filter = true; + break; + } + } + if (!used_by_filter || !enable_lazy_materialization()) { + RETURN_IF_ERROR(add_scan_column(file_request, mapping, false, + force_full_complex_scan_projection())); + } + } + } + // 2. Build referenced predicate columns + // Hidden filter mappings must be built before localizing filters, so that they can be localized together with visible mappings and referenced by localized filter expressions. + RETURN_IF_ERROR(_build_hidden_filter_mappings(table_filters)); + RETURN_IF_ERROR( + localize_filters(table_filters, table_column_predicates, file_request, runtime_state)); + // 3. Rebuild output projection expressions for projected columns. localize_filters() has + // already applied the final scan projection to mapping.file_type/projected_file_children before + // rewriting filter expressions. + for (auto& mapping : _mappings) { + if (!mapping.file_local_id.has_value()) { + continue; + } + auto position_it = + file_request->local_positions.find(LocalColumnId(*mapping.file_local_id)); + DORIS_CHECK(position_it != file_request->local_positions.end()) + << file_request->local_positions.size() << " " << *mapping.file_local_id << " " + << mapping.file_column_name; + rebuild_projection(&mapping, position_it->second); + } + return Status::OK(); +} + +ColumnMapping* TableColumnMapper::_find_mapping(GlobalIndex global_index) { + for (auto& mapping : _mappings) { + if (mapping.global_index == global_index) { + return &mapping; + } + } + return nullptr; +} + +ColumnMapping* TableColumnMapper::_find_filter_mapping(GlobalIndex global_index) { + if (auto* mapping = _find_mapping(global_index); mapping != nullptr) { + return mapping; + } + for (auto& mapping : _hidden_mappings) { + if (mapping.global_index == global_index) { + return &mapping; + } + } + return nullptr; +} + +Status TableColumnMapper::localize_filters(const std::vector& table_filters, + const TableColumnPredicates& table_column_predicates, + FileScanRequest* file_request, + RuntimeState* runtime_state) { + FilterProjectionMap filter_projections; + auto filter_mappings = _filter_visible_mappings(); + RETURN_IF_ERROR(build_nested_struct_filter_projection_map(table_filters, filter_mappings, + &filter_projections)); + for (const auto& table_filter : table_filters) { + for (const auto& global_index : table_filter.global_indices) { + auto* mapping = _find_filter_mapping(global_index); + if (mapping == nullptr || !mapping->file_local_id.has_value() || + !filter_conversion_has_local_source(mapping->filter_conversion)) { + continue; + } + RETURN_IF_ERROR(add_scan_column(file_request, mapping, enable_lazy_materialization(), + force_full_complex_scan_projection(), + &filter_projections)); + } + } + // Rebuild the file type for every scan-local mapping before expression rewrite. Predicate-only + // hidden mappings must see the same projected file type as the file reader will produce. + for (auto& mapping : _mappings) { + if (mapping.file_local_id.has_value() && + file_request->local_positions.contains(LocalColumnId(*mapping.file_local_id))) { + RETURN_IF_ERROR(apply_scan_projection_to_mapping_file_type(*file_request, &mapping)); + } + } + for (auto& mapping : _hidden_mappings) { + if (mapping.file_local_id.has_value() && + file_request->local_positions.contains(LocalColumnId(*mapping.file_local_id))) { + RETURN_IF_ERROR(apply_scan_projection_to_mapping_file_type(*file_request, &mapping)); + } + } + RETURN_IF_ERROR(_build_filter_entries(*file_request)); + + // Build the complete table-slot rewrite map after all predicate columns have been assigned. + // This keeps expression localization independent from filter iteration order. + filter_mappings = _filter_visible_mappings(); + const auto global_to_file_slot = build_file_slot_rewrite_map(filter_mappings, _filter_entries); + for (const auto& table_filter : table_filters) { + if (table_filter.conjunct != nullptr && + table_filter_has_only_local_entries(table_filter, _filter_entries)) { + RewriteContext rewrite_context {.runtime_state = runtime_state}; + VExprSPtr rewrite_root; + Status clone_status; + try { + clone_status = clone_table_expr_tree(table_filter.conjunct->root(), &rewrite_root); + } catch (const Exception& e) { + // Some table filters contain complex intermediate values, for example + // `element_at(MAP_VALUES(m)[1], 'age') > 30`. The current file-local rewrite only + // understands top-level slots and struct-element paths rooted at top-level slots; + // cloning such expressions can hit the generic TExpr complex-type limitation. + // Leave them above TableReader, where Scanner evaluates the original table-level + // conjunct after final materialization. +#ifndef NDEBUG + return Status::InternalError( + "Failed to clone table filter for file-local rewrite: {}, expr={}", + e.to_string(), table_filter.conjunct->root()->debug_string()); +#else + continue; +#endif + } catch (const std::exception& e) { +#ifndef NDEBUG + return Status::InternalError( + "Failed to clone table filter for file-local rewrite: {}, expr={}", + e.what(), table_filter.conjunct->root()->debug_string()); +#else + continue; +#endif + } + if (!clone_status.ok()) { +#ifndef NDEBUG + return Status::InternalError( + "Failed to clone table filter for file-local rewrite: {}, expr={}", + clone_status.to_string(), table_filter.conjunct->root()->debug_string()); +#else + continue; +#endif + } + bool can_localize = true; + auto localized_root = rewrite_table_expr_to_file_expr(rewrite_root, global_to_file_slot, + filter_mappings, &rewrite_context, + &can_localize); + if (!can_localize) { + continue; + } + auto localized_conjunct = VExprContext::create_shared(std::move(localized_root)); + RETURN_IF_ERROR(rewrite_context.prepare_created_exprs(localized_conjunct.get())); + file_request->conjuncts.push_back(std::move(localized_conjunct)); + } + } + if (enable_column_predicate_filters()) { + for (const auto& [global_index, predicates] : table_column_predicates) { + const auto* mapping = _find_filter_mapping(global_index); + const auto entry_it = _filter_entries.find(global_index); + if (mapping == nullptr || !mapping->file_local_id.has_value() || predicates.empty() || + entry_it == _filter_entries.end() || !entry_it->second.is_local() || + !column_predicate_can_use_local_source(mapping->filter_conversion) || + mapping->file_type == nullptr) { + continue; + } + FileColumnPredicateFilter column_predicate_filter; + column_predicate_filter.file_column_id = LocalColumnId(*mapping->file_local_id); + column_predicate_filter.target = + FileNestedPredicateTarget(column_predicate_filter.file_column_id); + const auto file_primitive_type = + remove_nullable(mapping->file_type)->get_primitive_type(); + for (const auto& predicate : predicates) { + DORIS_CHECK(predicate != nullptr); + if (predicate->primitive_type() == file_primitive_type) { + column_predicate_filter.predicates.push_back(predicate); + } + } + if (column_predicate_filter.predicates.empty()) { + continue; + } + file_request->column_predicate_filters.push_back(std::move(column_predicate_filter)); + } + for (const auto& table_filter : table_filters) { + if (table_filter.conjunct == nullptr || + !table_filter_has_only_local_entries(table_filter, _filter_entries)) { + continue; + } + std::vector nested_column_predicate_filters; + collect_nested_column_predicate_filters(table_filter.conjunct->root(), filter_mappings, + &nested_column_predicate_filters); + for (auto& column_predicate_filter : nested_column_predicate_filters) { + merge_column_predicate_filter(std::move(column_predicate_filter), + &file_request->column_predicate_filters); + } + } + } + return Status::OK(); +} + +const ColumnDefinition* TableColumnMapper::_find_file_field( + const ColumnDefinition& table_column, + const std::vector& file_schema) const { + if (table_column.name.starts_with(BeConsts::GLOBAL_ROWID_COL)) { + const auto field_it = std::ranges::find_if(file_schema, [](const ColumnDefinition& field) { + return field.column_type == ColumnType::GLOBAL_ROWID; + }); + return field_it == file_schema.end() ? nullptr : &*field_it; + } + return matcher_for_mode(_options.mode).find(table_column, file_schema); +} + +Status TableColumnMapper::_create_direct_mapping(const ColumnDefinition& table_column, + const ColumnDefinition& file_field, + ColumnMapping* mapping) const { + DORIS_CHECK(mapping != nullptr); + DORIS_CHECK(file_field.local_id >= 0 || file_field.local_id == GLOBAL_ROWID_COLUMN_ID); + mapping->file_local_id = file_field.local_id; + mapping->table_column_name = table_column.name; + mapping->file_column_name = file_field.name; + mapping->original_file_type = file_field.type; + mapping->original_file_children = file_field.children; + mapping->projected_file_children = file_field.children; + mapping->file_type = file_field.type; + mapping->is_trivial = mapping_can_use_file_column_directly(*mapping); + mapping->filter_conversion = mapping->is_trivial ? FilterConversionType::COPY_DIRECTLY + : FilterConversionType::CAST_FILTER; + mapping->child_mappings.clear(); + + auto table_children = table_column.children; + const auto nested_table_type = remove_nullable(mapping->table_type); + // Some scan paths, especially SELECT *, only carry the complete complex DataType for a table + // column and leave ColumnDefinition::children empty. If the file type is an older complex + // schema, treating this as a leaf mapping would make TableReader fall back to a plain CAST. + // That is invalid for evolved structs with different field counts. + // + // Example: + // table column type: Map(String, Struct(age, full_name, gender)) + // old file type: Map(String, Struct(age, name)) + // table children: empty + // + // Synthesize key/value/struct-field children from the table type so the normal recursive + // mapping path can rematerialize `name -> full_name` and fill missing `gender` with defaults, + // instead of trying to CAST Struct(age, name) to Struct(age, full_name, gender). + const bool synthesized_table_children = + table_children.empty() && is_complex_type(nested_table_type->get_primitive_type()) && + !mapping->table_type->equals(*mapping->file_type); + if (synthesized_table_children) { + table_children = synthesize_complex_children_from_type(mapping->table_type); + } else if (!table_children.empty() && !mapping->table_type->equals(*mapping->file_type)) { + complete_required_complex_children_from_type(mapping->table_type, &table_children); + } + + if (!table_children.empty()) { + if (!is_complex_type(remove_nullable(mapping->file_type)->get_primitive_type())) { + return Status::NotSupported( + "Cannot map complex table column '{}' to scalar parquet column '{}', table " + "type={}, file type={}", + table_column.name, file_field.name, mapping->table_type->get_name(), + mapping->file_type->get_name()); + } + RETURN_IF_ERROR(validate_file_schema_children(file_field)); + std::vector synthesized_used_file_child_ids; + for (size_t table_child_idx = 0; table_child_idx < table_children.size(); + ++table_child_idx) { + const auto& table_child = table_children[table_child_idx]; + const auto* file_child = + find_file_child_for_mapping(table_child, file_field, _options.mode, + table_child_idx, synthesized_table_children); + if (synthesized_table_children && file_child != nullptr) { + const auto file_child_id = file_child->file_local_id(); + if (std::ranges::find(synthesized_used_file_child_ids, file_child_id) != + synthesized_used_file_child_ids.end()) { + file_child = nullptr; + for (const auto& candidate : file_field.children) { + const auto candidate_id = candidate.file_local_id(); + if (std::ranges::find(synthesized_used_file_child_ids, candidate_id) == + synthesized_used_file_child_ids.end()) { + file_child = &candidate; + break; + } + } + } + if (file_child != nullptr) { + synthesized_used_file_child_ids.push_back(file_child->file_local_id()); + } + } + if (file_child == nullptr) { + ColumnMapping child_mapping; + child_mapping.table_column_name = table_child.name; + child_mapping.file_column_name = table_child.name; + child_mapping.table_type = table_child.type; + child_mapping.file_type = table_child.type; + child_mapping.filter_conversion = FilterConversionType::FINALIZE_ONLY; + mapping->child_mappings.push_back(std::move(child_mapping)); + continue; + } + ColumnMapping child_mapping; + child_mapping.table_column_name = table_child.name; + child_mapping.table_type = table_child.type; + RETURN_IF_ERROR(_create_direct_mapping(table_child, *file_child, &child_mapping)); + mapping->child_mappings.push_back(std::move(child_mapping)); + } + if (needs_projected_file_type_rebuild(*mapping)) { + // If complex projection prunes some children, we have to rebuild the projected file type to make sure the reader expression can find the correct child types by name. + RETURN_IF_ERROR(rebuild_projected_file_children_and_type( + mapping->file_type, mapping->original_file_children, mapping->child_mappings, + &mapping->projected_file_children, &mapping->file_type)); + DCHECK(mapping->table_type != nullptr); + mapping->is_trivial = mapping_can_use_file_column_directly(*mapping); + // TODO: ? READER_EXPRESSION + mapping->filter_conversion = mapping->is_trivial + ? FilterConversionType::COPY_DIRECTLY + : FilterConversionType::READER_EXPRESSION; + } + } + return Status::OK(); +} + +} // namespace doris::format diff --git a/be/src/format_v2/column_mapper.h b/be/src/format_v2/column_mapper.h new file mode 100644 index 00000000000000..2ffbbbb9414d83 --- /dev/null +++ b/be/src/format_v2/column_mapper.h @@ -0,0 +1,294 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include +#include +#include +#include +#include +#include +#include + +#include "common/status.h" +#include "core/data_type/data_type.h" +#include "core/field.h" +#include "exprs/vexpr_fwd.h" +#include "format_v2/file_reader.h" + +namespace doris { +class ColumnPredicate; +class RuntimeState; +} // namespace doris + +namespace doris::format { + +struct ColumnDefinition; +struct TableFilter; + +// Table-level simple predicates grouped by table/global output position. The key is not +// LocalColumnId: TableColumnMapper resolves it through ColumnMapping before creating file pruning +// hints. +using TableColumnPredicates = std::map>>; + +enum class TableColumnMappingMode { + // Match by ColumnDefinition::identifier TYPE_INT as field id. + BY_FIELD_ID, + // Match by ColumnDefinition::identifier TYPE_STRING, or logical name when identifier is null. + BY_NAME, + // Match top-level columns by file position. This mainly serves Hive1 ORC style files whose + // column names are placeholder values such as `_col0` / `_col1`, where position is the only + // reliable way to select the correct column. + BY_INDEX, +}; + +enum TableVirtualColumnType { + INVALID = 0, // not a virtual column + // Iceberg v3 row lineage metadata column `_row_id`. Physical non-null values + // are preserved; NULL or missing values inherit first_row_id + row_position. + ROW_ID = 1, + // Iceberg v3 row lineage metadata column `_last_updated_sequence_number`. + // Physical non-null values are preserved; NULL or missing values inherit the + // data file's last_updated_sequence_number. + LAST_UPDATED_SEQUENCE_NUMBER = 2, + // Doris internal Iceberg row locator column `__DORIS_ICEBERG_ROWID_COL__`. + // It is a struct used by delete/update/merge, not the Iceberg `_row_id`. + ICEBERG_ROWID = 3, +}; + +enum class FilterConversionType { + COPY_DIRECTLY, // filter can be copied directly from file layer without any change, e.g. column type and table type are the same and no complex nested projection is involved. + CAST_FILTER, // filter can be converted from file layer by adding a cast, e.g. column type is nullable but table type is not, or file column has a trivial nested projection but table column has a complex nested projection. + READER_EXPRESSION, + FINALIZE_ONLY, // filter cannot be converted to file layer and should be evaluated at table reader finalize phase, e.g. predicates on ICEBERG_ROW_ID column which is generated by IcebergReader. + CONSTANT, +}; + +// Nested global-to-local child mapping. The root index points either to a request-local slot or to +// a child id, depending on the owner. child_mapping keeps the recursive table-child to file-child +// relationship explicit instead of encoding it in ColumnMapping flags. +struct IndexMapping { + int32_t index = -1; + std::map> child_mapping; +}; + +// Recursive result produced after one table/global column is assigned to a file-local source. +struct ColumnMapResult { + std::optional local_column_id; + std::optional column_index; + std::optional mapping; +}; + +// Final mapping entry from one global result column to one file-local source. +struct ColumnMapEntry { + IndexMapping mapping; + DataTypePtr local_type; + DataTypePtr global_type; + FilterConversionType filter_conversion = FilterConversionType::FINALIZE_ONLY; +}; + +// Collection of final result-column mappings produced for one file/split. +struct ResultColumnMapping { + std::map global_to_local; +}; + +// Mapping result from one table column to one file column. +// This is the main boundary object between table-level schema semantics and file-local schema +// semantics. +struct ColumnMapping { + // Position of the top-level projected column in the table/global output block. Table-level + // filters and column predicates refer to this index after FileScannerV2 translates FE ids at + // the scanner boundary. + GlobalIndex global_index; + std::string table_column_name; + // File-reader local id for the mapped node. + // + // For a root mapping it is convertible to LocalColumnId. For a nested mapping it is the + // LocalColumnIndex child id under the parent projection. This is deliberately separated from + // ColumnDefinition::identifier, which is the table-to-file matching key such as Parquet/Iceberg + // field_id or column name. + // + // Empty means the table column is constant, missing, partition-only, or virtual. + std::optional file_local_id; + std::string file_column_name; + // Full file type/children before nested projection pruning. Used to rebuild projected types + // and to localize nested filters that reference children not present in the output projection. + DataTypePtr original_file_type; + std::vector original_file_children; + // File children after applying the scan projection. The order follows the file-local semantic + // schema, not table child order. TableReader uses this to map table-output children back to the + // file-local block layout when projection, predicate-only children, and schema evolution mix. + std::vector projected_file_children; + // Split/file-local constant entry when this mapping is produced from partition/default/virtual + // expression instead of physical file data. + std::optional constant_index; + // Effective file type after applying casts/remaps/nested projection pruning. + DataTypePtr file_type; + // Target table/global type after final materialization. + DataTypePtr table_type; + + // Final projection expression used to convert file-local values into table/global values, such + // as casts, defaults, partition values, generated columns, or complex-column remaps. + VExprContextSPtr projection; + + // Mapping tree for nested table children. The order follows table output children, while file + // children can be pruned/reordered through each child mapping's file-reader local id. + std::vector child_mappings; + // True when file value can be used directly as table value without cast or child remap. + bool is_trivial = false; + // How filters referencing this table/global column can be converted below table-reader + // finalize. This is metadata for localize_filters() and future constant-filter evaluation. + FilterConversionType filter_conversion = FilterConversionType::FINALIZE_ONLY; + TableVirtualColumnType virtual_column_type = TableVirtualColumnType::INVALID; + VExprContextSPtr default_expr; + + std::string debug_string() const; +}; + +struct TableColumnMapperOptions { + TableColumnMappingMode mode = TableColumnMappingMode::BY_FIELD_ID; + + std::string debug_string() const; +}; + +Status clone_table_expr_tree(const VExprSPtr& expr, VExprSPtr* cloned_expr); +const Field* find_partition_value(const ColumnDefinition& table_column, + const std::map& partition_values); + +// Generic mapping layer from table schema to file schema. +// Iceberg uses BY_FIELD_ID. Plain by-name formats can reuse this component as well, so keep this +// abstraction table-format neutral instead of making it Iceberg-only. +class TableColumnMapper { +public: + explicit TableColumnMapper(TableColumnMapperOptions options = {}) + : _options(std::move(options)) {} + virtual ~TableColumnMapper() = default; + + // Build column mappings from table schema to file schema. + // The resulting ColumnMapping describes how each table column is produced from a file column, + // a constant, or an expression. Later projection, filter localization, and table-block + // finalization should all reuse the same mapping. + virtual Status create_mapping(const std::vector& projected_columns, + const std::map& partition_values, + const std::vector& file_schema); + + // Convert a table-level scan request into a file-local scan request. table_filters preserve + // row-level filtering semantics and are rewritten as file-local conjuncts. table_column_predicates + // are converted only into file-layer pruning hints and do not participate in batch row + // filtering. + virtual Status create_scan_request(const std::vector& table_filters, + const TableColumnPredicates& table_column_predicates, + const std::vector& projected_columns, + FileScanRequest* file_request, + RuntimeState* runtime_state = nullptr); + + // Localize table-level filters to the file schema. + // Trivial mappings can copy structured predicates directly. Type changes may be localized with + // a safe cast. Expressions that cannot be pushed down safely should be handled through + // reader_expression_map or table-level finalize/filter fallback. + virtual Status localize_filters(const std::vector& table_filters, + const TableColumnPredicates& table_column_predicates, + FileScanRequest* file_request, + RuntimeState* runtime_state = nullptr); + void clear() { + _mappings.clear(); + _hidden_mappings.clear(); + _constant_map.clear(); + _filter_entries.clear(); + _file_schema.clear(); + _partition_values.clear(); + } + const std::vector& mappings() const { return _mappings; } + const std::map& filter_entries() const { return _filter_entries; } + const ConstantMap& constant_map() const { return _constant_map; } + std::string debug_string() const; + +protected: + // Columnar readers such as Parquet can read predicate columns first, evaluate row filters, and + // lazily read the rest. Row-oriented readers such as CSV/Text materialize one row at a time and + // should keep all required columns in one scan list. + virtual bool enable_lazy_materialization() const { return true; } + // File-layer column predicate filters are reader-specific pruning hints. Parquet consumes them + // for row-group/page-index/statistics pruning; simple delimited readers do not. + virtual bool enable_column_predicate_filters() const { return true; } + // Row-oriented readers such as CSV/Text cannot physically read only a nested child from one + // delimited text field. They must scan the whole complex top-level field and let TableReader + // rematerialize the requested table child after row-level filters have run. + virtual bool force_full_complex_scan_projection() const { return false; } + + const ColumnDefinition* _find_file_field( + const ColumnDefinition& table_column, + const std::vector& file_schema) const; + Status _create_direct_mapping(const ColumnDefinition& table_column, + const ColumnDefinition& file_field, ColumnMapping* mapping) const; + + Status _create_by_index_mapping(const ColumnDefinition& table_column, + const std::vector& file_schema, + ColumnMapping* mapping); + Status _build_filter_entries(const FileScanRequest& file_request); + Status _build_result_column_mapping(const FileScanRequest& file_request); + + void _set_constant_mapping(ColumnMapping* mapping, VExprContextSPtr expr); + Status _create_mapping_for_column(const ColumnDefinition& table_column, + GlobalIndex global_index, ColumnMapping* mapping); + Status _create_hidden_filter_mapping(const ColumnDefinition& table_column, + GlobalIndex global_index, ColumnMapping* mapping); + Status _build_hidden_filter_mappings(const std::vector& table_filters); + std::vector _filter_visible_mappings() const; + + ColumnMapping* _find_mapping(GlobalIndex global_index); + ColumnMapping* _find_filter_mapping(GlobalIndex global_index); + + TableColumnMapperOptions _options; + // Column mapping for each projected column, in the same order as projected_columns. Each entry + // describes how to get one table/global column from file-local sources, and carries metadata + // for filter localization and result finalize. + std::vector _mappings; + // Predicate-only top-level columns are not output projection columns, so keep their mappings + // here. They are visible only to filter localization and file-reader predicate construction. + std::vector _hidden_mappings; + std::map _filter_entries; + ConstantMap _constant_map; + // Split-local schema state retained from create_mapping() so create_scan_request() can build + // hidden mappings for top-level filter slots that are absent from projected_columns. + std::vector _file_schema; + std::map _partition_values; +}; + +// Parquet consumes the full FileScanRequest shape: predicate columns for lazy materialization and +// column_predicate_filters for statistics/page-index pruning. +class ParquetColumnMapper final : public TableColumnMapper { +public: + using TableColumnMapper::TableColumnMapper; +}; + +// Mapper for readers that always materialize every required file column before filtering. The +// table-to-file schema mapping is still generic, but the FileScanRequest layout is simpler: +// predicate_columns and column_predicate_filters are not populated. +class MaterializedColumnMapper final : public TableColumnMapper { +public: + using TableColumnMapper::TableColumnMapper; + +protected: + bool enable_lazy_materialization() const override { return false; } + bool enable_column_predicate_filters() const override { return false; } + bool force_full_complex_scan_projection() const override { return true; } +}; + +} // namespace doris::format diff --git a/be/src/format_v2/column_mapper_nested.cpp b/be/src/format_v2/column_mapper_nested.cpp new file mode 100644 index 00000000000000..0e3539242fff26 --- /dev/null +++ b/be/src/format_v2/column_mapper_nested.cpp @@ -0,0 +1,1050 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/column_mapper_nested.h" + +#include +#include +#include +#include +#include + +#include "common/cast_set.h" +#include "common/exception.h" +#include "core/assert_cast.h" +#include "core/data_type/convert_field_to_type.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_struct.h" +#include "core/data_type/primitive_type.h" +#include "exprs/create_predicate_function.h" +#include "exprs/vexpr.h" +#include "exprs/vin_predicate.h" +#include "format_v2/expr/cast.h" +#include "gen_cpp/Exprs_types.h" +#include "storage/predicate/null_predicate.h" +#include "storage/predicate/predicate_creator.h" + +namespace doris::format { + +namespace { + +static bool is_cast_expr(const VExprSPtr& expr) { + return dynamic_cast(expr.get()) != nullptr; +} + +static bool is_binary_comparison_predicate(const VExprSPtr& expr) { + if (expr == nullptr || expr->get_num_children() != 2 || + (expr->node_type() != TExprNodeType::BINARY_PRED && + expr->node_type() != TExprNodeType::NULL_AWARE_BINARY_PRED)) { + return false; + } + switch (expr->op()) { + case TExprOpcode::EQ: + case TExprOpcode::EQ_FOR_NULL: + case TExprOpcode::NE: + case TExprOpcode::GE: + case TExprOpcode::GT: + case TExprOpcode::LE: + case TExprOpcode::LT: + return true; + default: + return false; + } +} + +static bool is_null_predicate_function(const VExprSPtr& expr, bool* is_null) { + DORIS_CHECK(is_null != nullptr); + if (expr == nullptr || expr->node_type() != TExprNodeType::FUNCTION_CALL || + expr->get_num_children() != 1) { + return false; + } + if (expr->fn().name.function_name == "is_null_pred") { + *is_null = true; + return true; + } + if (expr->fn().name.function_name == "is_not_null_pred") { + *is_null = false; + return true; + } + return false; +} + +static bool is_signed_integer_type(PrimitiveType type) { + switch (type) { + case TYPE_TINYINT: + case TYPE_SMALLINT: + case TYPE_INT: + case TYPE_BIGINT: + case TYPE_LARGEINT: + return true; + default: + return false; + } +} + +static int primitive_integer_width(PrimitiveType type) { + switch (type) { + case TYPE_TINYINT: + return 1; + case TYPE_SMALLINT: + return 2; + case TYPE_INT: + return 4; + case TYPE_BIGINT: + return 8; + case TYPE_LARGEINT: + return 16; + default: + return 0; + } +} + +static bool is_decimal_type(PrimitiveType type) { + switch (type) { + case TYPE_DECIMAL32: + case TYPE_DECIMAL64: + case TYPE_DECIMALV2: + case TYPE_DECIMAL128I: + case TYPE_DECIMAL256: + return true; + default: + return false; + } +} + +static bool is_order_preserving_safe_cast(const DataTypePtr& from_type, + const DataTypePtr& to_type) { + if (from_type == nullptr || to_type == nullptr) { + return false; + } + const auto from_nested_type = remove_nullable(from_type); + const auto to_nested_type = remove_nullable(to_type); + if (from_nested_type->equals(*to_nested_type)) { + return true; + } + + const auto from_primitive_type = from_nested_type->get_primitive_type(); + const auto to_primitive_type = to_nested_type->get_primitive_type(); + if (is_signed_integer_type(from_primitive_type) && is_signed_integer_type(to_primitive_type)) { + return primitive_integer_width(to_primitive_type) >= + primitive_integer_width(from_primitive_type); + } + if (from_primitive_type == TYPE_FLOAT && to_primitive_type == TYPE_DOUBLE) { + return true; + } + if (is_decimal_type(from_primitive_type) && is_decimal_type(to_primitive_type)) { + return from_nested_type->get_scale() == to_nested_type->get_scale() && + to_nested_type->get_precision() >= from_nested_type->get_precision(); + } + return false; +} + +static bool parse_struct_child_selector(const VExprSPtr& expr, StructChildSelector* selector) { + DORIS_CHECK(selector != nullptr); + if (expr == nullptr || !expr->is_literal()) { + return false; + } + const Field field = literal_field(expr); + switch (field.get_type()) { + case TYPE_STRING: + case TYPE_CHAR: + case TYPE_VARCHAR: + selector->by_name = true; + selector->name = std::string(field.as_string_view()); + return true; + case TYPE_BOOLEAN: + selector->by_name = false; + selector->ordinal = field.get() ? 1 : 0; + return selector->ordinal > 0; + case TYPE_TINYINT: + selector->by_name = false; + if (field.get() <= 0) { + return false; + } + selector->ordinal = cast_set(field.get()); + return true; + case TYPE_SMALLINT: + selector->by_name = false; + if (field.get() <= 0) { + return false; + } + selector->ordinal = cast_set(field.get()); + return true; + case TYPE_INT: + selector->by_name = false; + if (field.get() <= 0) { + return false; + } + selector->ordinal = cast_set(field.get()); + return true; + case TYPE_BIGINT: + selector->by_name = false; + if (field.get() <= 0) { + return false; + } + selector->ordinal = cast_set(field.get()); + return true; + default: + return false; + } +} + +static bool extract_nested_struct_path(const VExprSPtr& expr, NestedStructPath* path) { + DORIS_CHECK(path != nullptr); + if (!is_struct_element_expr(expr)) { + return false; + } + + // Process for element_at(struct, 'field') or element_at(struct, 1) expression. + StructChildSelector selector; + if (!parse_struct_child_selector(expr->children()[1], &selector)) { + return false; + } + + const auto& parent = expr->children()[0]; + if (parent->is_slot_ref()) { + const auto* slot_ref = assert_cast(parent.get()); + path->root_global_index = slot_ref_global_index(*slot_ref); + path->selectors.clear(); + path->selectors.push_back(std::move(selector)); + return true; + } + + // Process for element_at(element_at(struct, 'field'), 'field') or + // element_at(element_at(struct, 1), 1) expression. + if (!extract_nested_struct_path(parent, path)) { + return false; + } + path->selectors.push_back(std::move(selector)); + return true; +} + +static bool extract_nested_struct_path_for_pruning(const VExprSPtr& expr, NestedStructPath* path) { + DORIS_CHECK(path != nullptr); + // Simple `ELEMENT_AT` + if (extract_nested_struct_path(expr, path)) { + return true; + } + + // `ELEMENT_AT` with `CAST` + if (!is_cast_expr(expr) || expr->get_num_children() != 1) { + return false; + } + const auto& child = expr->children()[0]; + if (!is_order_preserving_safe_cast(child->data_type(), expr->data_type())) { + return false; + } + // A safe widening cast is null-preserving and keeps the comparison ordering of the nested + // primitive leaf, so file-layer pruning can target the original leaf statistics. The row-level + // filter still evaluates the original cast expression after read. + return extract_nested_struct_path_for_pruning(child, path); +} + +static const ColumnDefinition* resolve_file_child(const std::vector& children, + const StructChildSelector& selector) { + if (selector.by_name) { + const auto child_it = std::ranges::find_if(children, [&](const ColumnDefinition& child) { + return child.name == selector.name; + }); + return child_it == children.end() ? nullptr : &*child_it; + } + if (selector.ordinal == 0 || selector.ordinal > children.size()) { + return nullptr; + } + return &children[selector.ordinal - 1]; +} + +static const DataTypeStruct* struct_type_or_null(const DataTypePtr& type) { + if (type == nullptr) { + return nullptr; + } + const auto nested_type = remove_nullable(type); + if (nested_type->get_primitive_type() != TYPE_STRUCT) { + return nullptr; + } + return assert_cast(nested_type.get()); +} + +static std::optional struct_child_index(const ColumnMapping& mapping, + const StructChildSelector& selector) { + const auto* struct_type = struct_type_or_null(mapping.table_type); + if (struct_type == nullptr) { + return std::nullopt; + } + if (selector.by_name) { + const auto position = struct_type->try_get_position_by_name(selector.name); + if (!position.has_value()) { + return std::nullopt; + } + return cast_set(*position); + } + if (selector.ordinal == 0 || selector.ordinal > struct_type->get_elements().size()) { + return std::nullopt; + } + return cast_set(selector.ordinal - 1); +} + +// Get the global child index for a child mapping. If the mapping's table type is struct, resolve +// the child index by the child mapping's table column name; otherwise, use the fallback child index. +static int32_t child_mapping_global_index(const ColumnMapping& mapping, + const ColumnMapping& child_mapping, + size_t fallback_child_idx) { + const auto* struct_type = struct_type_or_null(mapping.table_type); + if (struct_type == nullptr) { + return cast_set(fallback_child_idx); + } + const auto position = struct_type->try_get_position_by_name(child_mapping.table_column_name); + DORIS_CHECK(position.has_value()) << "Cannot find child '" << child_mapping.table_column_name + << "' in table type " << mapping.table_type->get_name(); + return cast_set(*position); +} + +static const ColumnMapping* resolve_mapped_child(const ColumnMapping& mapping, + int32_t global_child_index) { + for (size_t child_idx = 0; child_idx < mapping.child_mappings.size(); ++child_idx) { + const auto& child_mapping = mapping.child_mappings[child_idx]; + if (child_mapping_global_index(mapping, child_mapping, child_idx) == global_child_index) { + return &child_mapping; + } + } + return nullptr; +} + +enum class NestedProjectionResolveResult { + RESOLVED, + NOT_REPRESENTED, + MISSING_FILE_CHILD, +}; + +// Resolve a table-side nested struct path through the existing ColumnMapping tree and build the +// corresponding file-local projection. For example, if table column `s` has children +// `{a, renamed_b}` and file column `s` has children `{a, b}`, the filter path +// `struct_element(s, 'renamed_b')` is resolved to the file projection `s -> b` by following the +// child mapping instead of matching the table child name against the file schema. Return +// MISSING_FILE_CHILD when ColumnMapping explicitly says a table child is absent from this file; in +// that case callers must not fall back to schema-name lookup, because Iceberg can drop a field and +// later add a different field with the same name. +static NestedProjectionResolveResult resolve_nested_projection_with_mapping( + const NestedStructPath& path, const std::vector& mappings, + LocalColumnIndex* root_projection) { + DORIS_CHECK(root_projection != nullptr); + *root_projection = {}; + if (path.selectors.empty()) { + return NestedProjectionResolveResult::NOT_REPRESENTED; + } + const auto mapping_it = std::ranges::find_if(mappings, [&](const ColumnMapping& mapping) { + return mapping.global_index == path.root_global_index; + }); + if (mapping_it == mappings.end() || !mapping_it->file_local_id.has_value()) { + return NestedProjectionResolveResult::NOT_REPRESENTED; + } + + *root_projection = LocalColumnIndex::partial_local(*mapping_it->file_local_id); + auto* current_projection = root_projection; + const auto* current_mapping = &*mapping_it; + + // Traverse the ColumnMapping tree according to the table-side struct selectors and emit the + // corresponding file-local child ids. A missing child mapping means this predicate-only path + // may need schema fallback; an existing child mapping without a file id means the table child + // is genuinely absent from this file and must stay above the file reader. + for (size_t selector_idx = 0; selector_idx < path.selectors.size(); ++selector_idx) { + const auto global_child_index = + struct_child_index(*current_mapping, path.selectors[selector_idx]); + if (!global_child_index.has_value()) { + *root_projection = {}; + return NestedProjectionResolveResult::NOT_REPRESENTED; + } + const auto* child_mapping = resolve_mapped_child(*current_mapping, *global_child_index); + if (child_mapping == nullptr) { + *root_projection = {}; + return NestedProjectionResolveResult::NOT_REPRESENTED; + } + if (!child_mapping->file_local_id.has_value()) { + *root_projection = {}; + return NestedProjectionResolveResult::MISSING_FILE_CHILD; + } + + auto child_projection = LocalColumnIndex::partial_local(*child_mapping->file_local_id); + child_projection.project_all_children = selector_idx + 1 == path.selectors.size(); + current_projection->children.push_back(std::move(child_projection)); + current_projection = ¤t_projection->children.back(); + current_mapping = child_mapping; + } + return NestedProjectionResolveResult::RESOLVED; +} + +static bool table_root_is_struct(const ColumnMapping& mapping) { + return struct_type_or_null(mapping.table_type) != nullptr; +} + +static const std::vector& scan_file_children(const ColumnMapping& mapping) { + return !mapping.projected_file_children.empty() ? mapping.projected_file_children + : mapping.original_file_children; +} + +static const ColumnDefinition* resolve_file_leaf_from_projection( + const std::vector& children, const LocalColumnIndex& projection) { + const auto child_it = std::ranges::find_if(children, [&](const ColumnDefinition& child) { + return child.file_local_id() == projection.local_id(); + }); + if (child_it == children.end()) { + return nullptr; + } + if (projection.children.empty()) { + return &*child_it; + } + if (projection.children.size() != 1) { + return nullptr; + } + return resolve_file_leaf_from_projection(child_it->children, projection.children[0]); +} + +static bool collect_file_child_names_from_projection(const std::vector& children, + const LocalColumnIndex& projection, + std::vector* file_child_names, + std::vector* file_child_types) { + DORIS_CHECK(file_child_names != nullptr); + DORIS_CHECK(file_child_types != nullptr); + const auto child_it = std::ranges::find_if(children, [&](const ColumnDefinition& child) { + return child.file_local_id() == projection.local_id(); + }); + if (child_it == children.end()) { + return false; + } + file_child_names->push_back(child_it->name); + file_child_types->push_back(child_it->type); + if (projection.children.empty()) { + return true; + } + if (projection.children.size() != 1) { + return false; + } + return collect_file_child_names_from_projection(child_it->children, projection.children[0], + file_child_names, file_child_types); +} + +struct NestedPredicateTarget { + LocalColumnIndex file_projection; + FileNestedPredicateTarget file_target; + std::string leaf_name; + DataTypePtr leaf_type; +}; + +static std::unique_ptr build_struct_predicate_target_from_projection( + const std::vector& children, const LocalColumnIndex& projection) { + const auto child_it = std::ranges::find_if(children, [&](const ColumnDefinition& child) { + return child.file_local_id() == projection.local_id(); + }); + if (child_it == children.end()) { + return nullptr; + } + std::unique_ptr nested_child; + if (!projection.children.empty()) { + if (projection.children.size() != 1) { + return nullptr; + } + nested_child = build_struct_predicate_target_from_projection(child_it->children, + projection.children[0]); + if (nested_child == nullptr) { + return nullptr; + } + } + return std::make_unique(child_it->file_local_id(), child_it->name, + std::move(nested_child)); +} + +static bool build_struct_predicate_target(const ColumnMapping& root_mapping, + const LocalColumnIndex& root_projection, + FileNestedPredicateTarget* file_target) { + DORIS_CHECK(file_target != nullptr); + if (!root_projection.column_id().is_valid() || root_projection.children.size() != 1) { + return false; + } + auto struct_target = build_struct_predicate_target_from_projection( + root_mapping.original_file_children, root_projection.children[0]); + if (struct_target == nullptr) { + return false; + } + *file_target = FileNestedPredicateTarget(root_projection.column_id(), std::move(struct_target)); + return true; +} + +static bool resolve_nested_predicate_target(const NestedStructPath& path, + const std::vector& mappings, + NestedPredicateTarget* target) { + DORIS_CHECK(target != nullptr); + ResolvedNestedStructPath resolved; + if (!resolve_nested_struct_path_for_file(path, mappings, &resolved)) { + return false; + } + + const auto mapping_it = std::ranges::find_if(mappings, [&](const ColumnMapping& mapping) { + return mapping.global_index == path.root_global_index; + }); + if (mapping_it == mappings.end() || resolved.file_projection.children.size() != 1) { + return false; + } + const auto* file_leaf = resolve_file_leaf_from_projection(mapping_it->original_file_children, + resolved.file_projection.children[0]); + if (file_leaf == nullptr || file_leaf->type == nullptr) { + return false; + } + target->leaf_type = remove_nullable(file_leaf->type); + if (is_complex_type(target->leaf_type->get_primitive_type())) { + return false; + } + target->leaf_name = file_leaf->name; + target->file_projection = std::move(resolved.file_projection); + if (!build_struct_predicate_target(*mapping_it, target->file_projection, + &target->file_target)) { + return false; + } + return true; +} + +static VExprSPtr original_table_literal_for_nested_predicate(const VExprSPtr& literal_expr) { + DORIS_CHECK(literal_expr != nullptr); + DORIS_CHECK(literal_expr->is_literal()); + const auto* rewritten_literal = dynamic_cast(literal_expr.get()); + if (rewritten_literal == nullptr) { + return literal_expr; + } + return VLiteral::create_shared(rewritten_literal->original_type(), + rewritten_literal->original_field()); +} + +static std::optional to_column_predicate_type(TExprOpcode::type opcode) { + switch (opcode) { + case TExprOpcode::EQ: + return PredicateType::EQ; + case TExprOpcode::NE: + return PredicateType::NE; + case TExprOpcode::GT: + return PredicateType::GT; + case TExprOpcode::GE: + return PredicateType::GE; + case TExprOpcode::LT: + return PredicateType::LT; + case TExprOpcode::LE: + return PredicateType::LE; + default: + return std::nullopt; + } +} + +static TExprOpcode::type reverse_comparison_opcode(TExprOpcode::type opcode) { + switch (opcode) { + case TExprOpcode::GT: + return TExprOpcode::LT; + case TExprOpcode::GE: + return TExprOpcode::LE; + case TExprOpcode::LT: + return TExprOpcode::GT; + case TExprOpcode::LE: + return TExprOpcode::GE; + default: + return opcode; + } +} + +static std::shared_ptr create_comparison_column_predicate( + PredicateType predicate_type, uint32_t column_id, const std::string& column_name, + const DataTypePtr& data_type, const Field& value) { + switch (predicate_type) { + case PredicateType::EQ: + return create_comparison_predicate(column_id, column_name, data_type, + value, false); + case PredicateType::NE: + return create_comparison_predicate(column_id, column_name, data_type, + value, false); + case PredicateType::GT: + return create_comparison_predicate(column_id, column_name, data_type, + value, false); + case PredicateType::GE: + return create_comparison_predicate(column_id, column_name, data_type, + value, false); + case PredicateType::LT: + return create_comparison_predicate(column_id, column_name, data_type, + value, false); + case PredicateType::LE: + return create_comparison_predicate(column_id, column_name, data_type, + value, false); + default: + return nullptr; + } +} + +static bool extract_child_id_path_from_projection(const LocalColumnIndex& root_projection, + std::vector* file_child_id_path) { + DORIS_CHECK(file_child_id_path != nullptr); + file_child_id_path->clear(); + const auto* current_projection = &root_projection; + while (!current_projection->children.empty()) { + if (current_projection->children.size() != 1) { + file_child_id_path->clear(); + return false; + } + current_projection = ¤t_projection->children[0]; + file_child_id_path->push_back(current_projection->local_id()); + } + return !file_child_id_path->empty(); +} + +static std::shared_ptr build_nested_comparison_predicate( + const VExprSPtr& literal_expr, TExprOpcode::type opcode, LocalColumnId root_file_column_id, + const std::string& leaf_name, const DataTypePtr& file_leaf_type) { + if (literal_expr == nullptr || !literal_expr->is_literal() || file_leaf_type == nullptr) { + return nullptr; + } + const auto predicate_type = to_column_predicate_type(opcode); + if (!predicate_type.has_value()) { + return nullptr; + } + const auto original_literal = original_table_literal_for_nested_predicate(literal_expr); + const Field original_field = literal_field(original_literal); + Field file_field; + try { + convert_field_to_type(original_field, *file_leaf_type, &file_field, + original_literal->data_type().get()); + } catch (const Exception&) { + return nullptr; + } + if (file_field.is_null()) { + return nullptr; + } + try { + return create_comparison_column_predicate(*predicate_type, + cast_set(root_file_column_id.value()), + leaf_name, file_leaf_type, file_field); + } catch (const Exception&) { + return nullptr; + } +} + +static std::shared_ptr build_nested_in_list_predicate( + const VExprSPtrs& literal_exprs, LocalColumnId root_file_column_id, + const std::string& leaf_name, const DataTypePtr& file_leaf_type) { + if (literal_exprs.empty() || file_leaf_type == nullptr) { + return nullptr; + } + + auto value_column = file_leaf_type->create_column(); + for (const auto& literal_expr : literal_exprs) { + if (literal_expr == nullptr || !literal_expr->is_literal()) { + return nullptr; + } + const auto original_literal = original_table_literal_for_nested_predicate(literal_expr); + const Field original_field = literal_field(original_literal); + Field file_field; + try { + convert_field_to_type(original_field, *file_leaf_type, &file_field, + original_literal->data_type().get()); + } catch (const Exception&) { + return nullptr; + } + if (file_field.is_null()) { + return nullptr; + } + value_column->insert(file_field); + } + + std::shared_ptr values; + try { + values.reset(create_set(file_leaf_type->get_primitive_type(), literal_exprs.size(), false)); + ColumnPtr value_column_ptr = std::move(value_column); + values->insert_range_from(value_column_ptr, 0, value_column_ptr->size()); + return create_in_list_predicate( + cast_set(root_file_column_id.value()), leaf_name, file_leaf_type, values, + false); + } catch (const Exception&) { + return nullptr; + } +} + +static std::shared_ptr build_nested_null_predicate( + bool is_null, LocalColumnId root_file_column_id, const std::string& leaf_name, + const DataTypePtr& file_leaf_type) { + if (file_leaf_type == nullptr) { + return nullptr; + } + const auto leaf_primitive_type = remove_nullable(file_leaf_type)->get_primitive_type(); + return NullPredicate::create_shared(cast_set(root_file_column_id.value()), leaf_name, + is_null, leaf_primitive_type); +} + +static bool set_nested_column_filter_target(const NestedPredicateTarget& target, + FileColumnPredicateFilter* column_filter) { + DORIS_CHECK(column_filter != nullptr); + std::vector file_child_id_path; + if (!extract_child_id_path_from_projection(target.file_projection, &file_child_id_path)) { + return false; + } + column_filter->file_column_id = target.file_projection.column_id(); + column_filter->file_child_id_path = std::move(file_child_id_path); + column_filter->target = target.file_target; + return true; +} + +static bool extract_nested_binary_comparison_filter(const VExprSPtr& expr, + const std::vector& mappings, + FileColumnPredicateFilter* column_filter) { + DORIS_CHECK(column_filter != nullptr); + if (!is_binary_comparison_predicate(expr)) { + return false; + } + NestedStructPath path; + VExprSPtr literal_expr; + TExprOpcode::type opcode = expr->op(); + if (extract_nested_struct_path_for_pruning(expr->children()[0], &path) && + expr->children()[1]->is_literal()) { + literal_expr = expr->children()[1]; + } else if (extract_nested_struct_path_for_pruning(expr->children()[1], &path) && + expr->children()[0]->is_literal()) { + literal_expr = expr->children()[0]; + opcode = reverse_comparison_opcode(opcode); + } else { + return false; + } + + NestedPredicateTarget target; + if (!resolve_nested_predicate_target(path, mappings, &target)) { + return false; + } + auto predicate = build_nested_comparison_predicate(literal_expr, opcode, + target.file_projection.column_id(), + target.leaf_name, target.leaf_type); + if (predicate == nullptr) { + return false; + } + if (!set_nested_column_filter_target(target, column_filter)) { + return false; + } + column_filter->predicates.push_back(std::move(predicate)); + return true; +} + +static bool extract_nested_in_list_filter(const VExprSPtr& expr, + const std::vector& mappings, + FileColumnPredicateFilter* column_filter) { + DORIS_CHECK(column_filter != nullptr); + if (expr == nullptr || expr->node_type() != TExprNodeType::IN_PRED || + expr->get_num_children() < 2) { + return false; + } + if (const auto* in_predicate = dynamic_cast(expr.get()); + in_predicate != nullptr && in_predicate->is_not_in()) { + return false; + } + + NestedStructPath path; + if (!extract_nested_struct_path_for_pruning(expr->children()[0], &path)) { + return false; + } + + VExprSPtrs literal_exprs; + literal_exprs.reserve(expr->get_num_children() - 1); + for (size_t child_idx = 1; child_idx < expr->children().size(); ++child_idx) { + if (!expr->children()[child_idx]->is_literal()) { + return false; + } + literal_exprs.push_back(expr->children()[child_idx]); + } + + NestedPredicateTarget target; + if (!resolve_nested_predicate_target(path, mappings, &target)) { + return false; + } + auto predicate = build_nested_in_list_predicate( + literal_exprs, target.file_projection.column_id(), target.leaf_name, target.leaf_type); + if (predicate == nullptr) { + return false; + } + if (!set_nested_column_filter_target(target, column_filter)) { + return false; + } + column_filter->predicates.push_back(std::move(predicate)); + return true; +} + +static bool extract_nested_null_filter(const VExprSPtr& expr, + const std::vector& mappings, + FileColumnPredicateFilter* column_filter) { + DORIS_CHECK(column_filter != nullptr); + bool is_null = false; + if (!is_null_predicate_function(expr, &is_null)) { + return false; + } + + NestedStructPath path; + if (!extract_nested_struct_path_for_pruning(expr->children()[0], &path)) { + return false; + } + + NestedPredicateTarget target; + if (!resolve_nested_predicate_target(path, mappings, &target)) { + return false; + } + auto predicate = build_nested_null_predicate(is_null, target.file_projection.column_id(), + target.leaf_name, target.leaf_type); + if (predicate == nullptr) { + return false; + } + if (!set_nested_column_filter_target(target, column_filter)) { + return false; + } + column_filter->predicates.push_back(std::move(predicate)); + return true; +} + +} // namespace + +SplitLocalFileLiteral::SplitLocalFileLiteral(const DataTypePtr& file_type, const Field& file_field, + DataTypePtr original_type, Field original_field) + : VLiteral(file_type, file_field), + _original_type(std::move(original_type)), + _original_field(std::move(original_field)) {} + +GlobalIndex slot_ref_global_index(const VSlotRef& slot_ref) { + DORIS_CHECK(slot_ref.column_id() >= 0); + return GlobalIndex(cast_set(slot_ref.column_id())); +} + +bool is_struct_element_expr(const VExprSPtr& expr) { + if (expr == nullptr || expr->get_num_children() != 2) { + return false; + } + const auto& function_name = expr->fn().name.function_name; + if (function_name == "struct_element") { + return true; + } + if (function_name != "element_at") { + return false; + } + const auto& parent_type = expr->children()[0]->data_type(); + return parent_type != nullptr && + remove_nullable(parent_type)->get_primitive_type() == TYPE_STRUCT; +} + +Field literal_field(const VExprSPtr& literal_expr) { + DORIS_CHECK(literal_expr != nullptr); + DORIS_CHECK(literal_expr->is_literal()); + const auto* literal = dynamic_cast(literal_expr.get()); + DORIS_CHECK(literal != nullptr); + Field field; + literal->get_column_ptr()->get(0, field); + return field; +} + +bool resolve_nested_struct_path_for_file(const NestedStructPath& path, + const std::vector& mappings, + ResolvedNestedStructPath* resolved, + bool require_scan_projection) { + DORIS_CHECK(resolved != nullptr); + *resolved = {}; + const auto mapping_it = std::ranges::find_if(mappings, [&](const ColumnMapping& mapping) { + return mapping.global_index == path.root_global_index; + }); + if (mapping_it == mappings.end() || !mapping_it->file_local_id.has_value() || + path.selectors.empty()) { + return false; + } + + // Prefer ColumnMapping over schema-name lookup. This is the only path that can correctly + // localize renamed Iceberg fields: a table filter `element_at(s, 'renamed_b')` must become a + // file filter on physical child `b`, even if the old file type is `STRUCT`. + const auto mapping_result = + resolve_nested_projection_with_mapping(path, mappings, &resolved->file_projection); + if (mapping_result == NestedProjectionResolveResult::MISSING_FILE_CHILD) { + return false; + } + if (mapping_result == NestedProjectionResolveResult::NOT_REPRESENTED) { + if (!table_root_is_struct(*mapping_it)) { + return false; + } + LocalColumnIndex child_projection; + if (!build_file_child_projection_from_schema(mapping_it->original_file_children, + path.selectors, &child_projection) + .ok() || + child_projection.local_id() < 0) { + return false; + } + resolved->file_projection = LocalColumnIndex::partial_local(*mapping_it->file_local_id); + resolved->file_projection.children.push_back(std::move(child_projection)); + } + + if (resolved->file_projection.children.size() != 1) { + *resolved = {}; + return false; + } + // When rewriting the final localized element_at chain, it executes on the file column produced + // by this scan, so the intermediate return types must match the projected file shape, not the + // full historical file schema. Example: + // SELECT s.c WHERE element_at(element_at(s, 'b'), 'cc') LIKE 'NestedC%' + // reads only b.cc and c; the inner element_at(s, 'b') returns Struct(cc), not + // Struct(cc, new_dd). + // + // Earlier projection collection also calls this resolver before filter-only children have been + // merged into the scan projection. That phase only needs the file path, so it still resolves + // names/types from the original file schema. + const auto& child_source = require_scan_projection ? scan_file_children(*mapping_it) + : mapping_it->original_file_children; + if (!collect_file_child_names_from_projection( + child_source, resolved->file_projection.children[0], &resolved->file_child_names, + &resolved->file_child_types) || + resolved->file_child_names.size() != path.selectors.size() || + resolved->file_child_types.size() != path.selectors.size()) { + *resolved = {}; + return false; + } + return true; +} + +bool resolve_nested_struct_expr_for_file(const VExprSPtr& expr, + const std::vector& mappings, + ResolvedNestedStructPath* resolved) { + DORIS_CHECK(resolved != nullptr); + NestedStructPath path; + if (!extract_nested_struct_path(expr, &path)) { + *resolved = {}; + return false; + } + return resolve_nested_struct_path_for_file(path, mappings, resolved, true); +} + +// Collect nested struct leaf references that can be turned into file-reader projections and +// primitive pruning predicates. For example, from `s.a > 1 AND element_at(s, 'b') = 2`, this +// records two paths rooted at `s`: `s -> a` and `s -> b`. Non-struct expressions are traversed +// recursively, while a recognized struct path is emitted once so the caller can merge it into the +// scan projection for that top-level file column. +void collect_nested_struct_paths(const VExprSPtr& expr, std::vector* paths) { + DORIS_CHECK(paths != nullptr); + if (expr == nullptr) { + return; + } + NestedStructPath path; + if (extract_nested_struct_path_for_pruning(expr, &path)) { + paths->push_back(std::move(path)); + return; + } + for (const auto& child : expr->children()) { + collect_nested_struct_paths(child, paths); + } +} + +std::vector present_child_mappings_in_file_order( + const std::vector& child_mappings) { + std::vector result; + result.reserve(child_mappings.size()); + for (const auto& child_mapping : child_mappings) { + if (child_mapping.file_local_id.has_value()) { + result.push_back(&child_mapping); + } + } + std::ranges::sort(result, [](const ColumnMapping* lhs, const ColumnMapping* rhs) { + DORIS_CHECK(lhs->file_local_id.has_value()); + DORIS_CHECK(rhs->file_local_id.has_value()); + return *lhs->file_local_id < *rhs->file_local_id; + }); + return result; +} + +// Build the nested child projection under a top-level file column by walking file schema children +// directly. The returned projection does not include the root column id; callers attach it under a +// `LocalColumnIndex::partial_local(root_id)` when merging into the scan request. +Status build_file_child_projection_from_schema(const std::vector& children, + std::span selectors, + LocalColumnIndex* projection) { + DORIS_CHECK(projection != nullptr); + if (selectors.empty()) { + return Status::InvalidArgument("Nested struct selector path is empty"); + } + const auto* child = resolve_file_child(children, selectors.front()); + if (child == nullptr) { + return Status::OK(); + } + *projection = LocalColumnIndex::local(child->file_local_id()); + projection->project_all_children = selectors.size() == 1; + projection->children.clear(); + if (selectors.size() == 1) { + return Status::OK(); + } + if (child->children.empty() || + remove_nullable(child->type)->get_primitive_type() != TYPE_STRUCT) { + *projection = LocalColumnIndex {}; + return Status::OK(); + } + LocalColumnIndex child_projection; + RETURN_IF_ERROR(build_file_child_projection_from_schema(child->children, selectors.subspan(1), + &child_projection)); + if (child_projection.local_id() < 0) { + *projection = LocalColumnIndex {}; + return Status::OK(); + } + projection->children.push_back(std::move(child_projection)); + return Status::OK(); +} + +// Merge predicates that target the same physical file column or nested leaf. For example, +// `WHERE s.b > 1 AND s.b < 10` produces two predicates for the same target `s -> b`; keeping them +// in one FileColumnPredicateFilter lets the file reader apply both pruning checks to the same leaf +// instead of carrying duplicate target entries. +void merge_column_predicate_filter(FileColumnPredicateFilter column_filter, + std::vector* filters) { + DORIS_CHECK(filters != nullptr); + auto existing_filter_it = std::ranges::find_if(*filters, [&](const auto& existing_filter) { + return existing_filter.same_target_as(column_filter); + }); + if (existing_filter_it == filters->end()) { + filters->push_back(std::move(column_filter)); + return; + } + existing_filter_it->predicates.insert(existing_filter_it->predicates.end(), + column_filter.predicates.begin(), + column_filter.predicates.end()); +} + +// Extract file-column pruning predicates from localized row-level conjuncts that reference nested +// struct leaves. This is separate from file_request->conjuncts: conjuncts do row filtering, while +// FileColumnPredicateFilter carries primitive leaf predicates for file/page/statistics pruning. +// +// Example: for `WHERE s.b.c > 10 AND element_at(s, 'd') IS NOT NULL`, this function emits pruning +// filters for the nested targets `s -> b -> c` and `s -> d`. The caller only invokes it after +// table_filter_has_only_local_entries() succeeds, so each root slot already has a file-local scan +// source in _filter_entries. +void collect_nested_column_predicate_filters(const VExprSPtr& expr, + const std::vector& mappings, + std::vector* filters) { + DORIS_CHECK(filters != nullptr); + if (expr == nullptr) { + return; + } + if (expr->node_type() == TExprNodeType::COMPOUND_PRED && + expr->op() == TExprOpcode::COMPOUND_AND) { + for (const auto& child : expr->children()) { + collect_nested_column_predicate_filters(child, mappings, filters); + } + return; + } + FileColumnPredicateFilter column_filter; + if (extract_nested_binary_comparison_filter(expr, mappings, &column_filter) || + extract_nested_in_list_filter(expr, mappings, &column_filter) || + extract_nested_null_filter(expr, mappings, &column_filter)) { + merge_column_predicate_filter(std::move(column_filter), filters); + } +} + +} // namespace doris::format diff --git a/be/src/format_v2/column_mapper_nested.h b/be/src/format_v2/column_mapper_nested.h new file mode 100644 index 00000000000000..b8b3f1f3334a8f --- /dev/null +++ b/be/src/format_v2/column_mapper_nested.h @@ -0,0 +1,105 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include +#include +#include + +#include "common/status.h" +#include "core/data_type/data_type.h" +#include "core/field.h" +#include "exprs/vexpr_fwd.h" +#include "exprs/vliteral.h" +#include "exprs/vslot_ref.h" +#include "format_v2/column_mapper.h" +#include "format_v2/file_reader.h" + +namespace doris::format { + +struct StructChildSelector { + bool by_name = true; + std::string name; + size_t ordinal = 0; +}; + +struct NestedStructPath { + GlobalIndex root_global_index; + std::vector selectors; +}; + +struct ResolvedNestedStructPath { + LocalColumnIndex file_projection; + std::vector file_child_names; + std::vector file_child_types; +}; + +// A split-local literal produced by slot-literal predicate localization. This wrapper keeps the +// original table literal so a cloned conjunct can be localized again for another split. +class SplitLocalFileLiteral final : public VLiteral { +public: + SplitLocalFileLiteral(const DataTypePtr& file_type, const Field& file_field, + DataTypePtr original_type, Field original_field); + + const DataTypePtr& original_type() const { return _original_type; } + const Field& original_field() const { return _original_field; } + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + Field file_field; + get_column_ptr()->get(0, file_field); + *cloned_expr = std::make_shared(_data_type, file_field, + _original_type, _original_field); + return Status::OK(); + } + +private: + DataTypePtr _original_type; + Field _original_field; +}; + +GlobalIndex slot_ref_global_index(const VSlotRef& slot_ref); +bool is_struct_element_expr(const VExprSPtr& expr); +Field literal_field(const VExprSPtr& literal_expr); + +bool resolve_nested_struct_path_for_file(const NestedStructPath& path, + const std::vector& mappings, + ResolvedNestedStructPath* resolved, + bool require_scan_projection = false); + +bool resolve_nested_struct_expr_for_file(const VExprSPtr& expr, + const std::vector& mappings, + ResolvedNestedStructPath* resolved); + +void collect_nested_struct_paths(const VExprSPtr& expr, std::vector* paths); + +std::vector present_child_mappings_in_file_order( + const std::vector& child_mappings); + +Status build_file_child_projection_from_schema(const std::vector& children, + std::span selectors, + LocalColumnIndex* projection); + +void merge_column_predicate_filter(FileColumnPredicateFilter column_filter, + std::vector* filters); + +void collect_nested_column_predicate_filters(const VExprSPtr& expr, + const std::vector& mappings, + std::vector* filters); + +} // namespace doris::format diff --git a/be/src/format_v2/delimited_text/csv_reader.cpp b/be/src/format_v2/delimited_text/csv_reader.cpp new file mode 100644 index 00000000000000..711146a9880479 --- /dev/null +++ b/be/src/format_v2/delimited_text/csv_reader.cpp @@ -0,0 +1,295 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/delimited_text/csv_reader.h" + +#include +#include + +#include "core/assert_cast.h" +#include "core/column/column_nullable.h" +#include "core/data_type/data_type_string.h" +#include "core/data_type_serde/data_type_string_serde.h" +#include "format/file_reader/new_plain_binary_line_reader.h" +#include "format/file_reader/new_plain_text_line_reader.h" +#include "gen_cpp/internal_service.pb.h" +#include "runtime/descriptors.h" +#include "runtime/runtime_state.h" +#include "util/decompressor.h" +#include "util/utf8_check.h" + +namespace doris::format::csv { +namespace { + +bool starts_with_at(const Slice& line, size_t pos, const std::string& needle) { + return !needle.empty() && pos + needle.size() <= line.size && + std::memcmp(line.data + pos, needle.data(), needle.size()) == 0; +} + +bool is_csv_text_format(TFileFormatType::type format_type) { + switch (format_type) { + case TFileFormatType::FORMAT_CSV_PLAIN: + case TFileFormatType::FORMAT_CSV_GZ: + case TFileFormatType::FORMAT_CSV_BZ2: + case TFileFormatType::FORMAT_CSV_LZ4FRAME: + case TFileFormatType::FORMAT_CSV_LZ4BLOCK: + case TFileFormatType::FORMAT_CSV_LZOP: + case TFileFormatType::FORMAT_CSV_SNAPPYBLOCK: + case TFileFormatType::FORMAT_CSV_DEFLATE: + return true; + default: + return false; + } +} + +} // namespace + +CsvReader::CsvReader(std::shared_ptr& system_properties, + std::unique_ptr& file_description, + std::shared_ptr io_ctx, RuntimeProfile* profile, + const TFileScanRangeParams* scan_params, + const std::vector& file_slot_descs, + TFileCompressType::type range_compress_type, + std::optional stream_load_id) + : DelimitedTextReader(system_properties, file_description, std::move(io_ctx), profile, + scan_params, file_slot_descs, range_compress_type, + std::move(stream_load_id), "CSV") {} + +CsvReader::~CsvReader() = default; + +Status CsvReader::_init_format_state() { + _file_format_type = _scan_params->format_type; + _file_compress_type = + _range_compress_type != TFileCompressType::UNKNOWN + ? _range_compress_type + : (_scan_params->__isset.compress_type ? _scan_params->compress_type + : TFileCompressType::UNKNOWN); + if (_file_compress_type == TFileCompressType::UNKNOWN && + _file_format_type == TFileFormatType::FORMAT_CSV_PLAIN) { + // FORMAT_CSV_PLAIN is an uncompressed byte stream even when FE does not fill + // compress_type. Non-first splits rely on this normalization; otherwise UNKNOWN would be + // rejected by the split-compressed-file guard in the shared reader base. + _file_compress_type = TFileCompressType::PLAIN; + } + + const auto& text_params = _scan_params->file_attributes.text_params; + _value_separator = text_params.column_separator; + _line_delimiter = text_params.line_delimiter; + if (text_params.__isset.enclose) { + _enclose = text_params.enclose; + } + if (text_params.__isset.escape) { + _escape = text_params.escape; + } + _trim_tailing_spaces = _runtime_state != nullptr && + _runtime_state->trim_tailing_spaces_for_external_table_query(); + _options.escape_char = _escape; + _options.quote_char = _enclose; + _options.collection_delim = + text_params.collection_delimiter.empty() ? ',' : text_params.collection_delimiter[0]; + _options.map_key_delim = + text_params.mapkv_delimiter.empty() ? ':' : text_params.mapkv_delimiter[0]; + if (text_params.__isset.null_format) { + _options.null_format = text_params.null_format.data(); + _options.null_len = text_params.null_format.length(); + } + if (_scan_params->file_attributes.__isset.trim_double_quotes) { + _trim_double_quotes = _scan_params->file_attributes.trim_double_quotes; + } + _options.converted_from_string = _trim_double_quotes; + if (_runtime_state != nullptr) { + _keep_cr = _runtime_state->query_options().keep_carriage_return; + } + if (text_params.__isset.empty_field_as_null) { + _empty_field_as_null = text_params.empty_field_as_null; + } + return Status::OK(); +} + +Status CsvReader::_create_decompressor() { + if (_file_compress_type != TFileCompressType::UNKNOWN) { + return Decompressor::create_decompressor(_file_compress_type, &_decompressor); + } + return Decompressor::create_decompressor(_file_format_type, &_decompressor); +} + +Status CsvReader::_create_line_reader() { + if (is_csv_text_format(_file_format_type)) { + std::shared_ptr text_line_reader_ctx; + if (_enclose == 0) { + text_line_reader_ctx = std::make_shared( + _line_delimiter, _line_delimiter.size(), _keep_cr); + } else { + // The enclosed-line context finds logical records that may span physical newlines. + // Field slicing still happens in `_split_line()` because the v2 scan request may ask + // for CSV ordinals in a different order from the physical file. + const size_t col_sep_num = + _source_file_slot_descs.size() > 1 ? _source_file_slot_descs.size() - 1 : 0; + text_line_reader_ctx = std::make_shared( + _line_delimiter, _line_delimiter.size(), _value_separator, + _value_separator.size(), col_sep_num, _enclose, _escape, _keep_cr); + } + _line_reader = NewPlainTextLineReader::create_unique( + _profile, _file_reader, _decompressor.get(), std::move(text_line_reader_ctx), _size, + _start_offset); + return Status::OK(); + } + if (_file_format_type == TFileFormatType::FORMAT_PROTO) { + _line_reader = NewPlainBinaryLineReader::create_unique(_file_reader); + return Status::OK(); + } + return Status::InternalError("Unknown CSV format type {}", _file_format_type); +} + +Status CsvReader::_validate_line(const Slice& line) { + if (_file_format_type != TFileFormatType::FORMAT_PROTO && _enable_text_validate_utf8 && + !validate_utf8(line.data, line.size)) { + return Status::InternalError("Only support csv data in utf8 codec"); + } + return Status::OK(); +} + +void CsvReader::_split_line(const Slice& line) { + _split_values.clear(); + if (_file_format_type == TFileFormatType::FORMAT_PROTO) { + auto** row_ptr = reinterpret_cast(line.data); + PDataRow* row = *row_ptr; + for (const PDataColumn& col : row->col()) { + _split_values.emplace_back(col.value()); + } + return; + } + + // The text line reader is responsible for split boundaries and multi-line quoted fields. + // Field slicing still happens here because FileScannerV2 asks columns by file-local id, so we + // must be able to materialize only the requested CSV ordinals without building a row object. + // Example: for `1,"a,b",10` and column separator `,`, this loop returns three slices: + // `1`, `a,b`, and `10`; the comma inside quotes does not create an extra field. + bool in_quote = false; + bool escaped = false; + size_t start = 0; + size_t i = 0; + while (i < line.size) { + const char ch = line.data[i]; + if (_enclose != 0) { + if (escaped) { + escaped = false; + ++i; + continue; + } + if (_escape != 0 && ch == _escape) { + escaped = true; + ++i; + continue; + } + if (ch == _enclose) { + if (in_quote && i + 1 < line.size && line.data[i + 1] == _enclose) { + i += 2; + continue; + } + in_quote = !in_quote; + ++i; + continue; + } + } + if (!in_quote && starts_with_at(line, i, _value_separator)) { + size_t value_start = start; + size_t value_len = i - start; + while (_trim_tailing_spaces && value_len > 0 && + line.data[value_start + value_len - 1] == ' ') { + --value_len; + } + if (_trim_double_quotes && value_len > 1 && line.data[value_start] == '"' && + line.data[value_start + value_len - 1] == '"') { + ++value_start; + value_len -= 2; + } else if (_enclose != 0 && value_len > 1 && line.data[value_start] == _enclose && + line.data[value_start + value_len - 1] == _enclose) { + ++value_start; + value_len -= 2; + } + _split_values.emplace_back(line.data + value_start, value_len); + i += _value_separator.size(); + start = i; + continue; + } + ++i; + } + + size_t value_start = start; + size_t value_len = line.size - start; + while (_trim_tailing_spaces && value_len > 0 && line.data[value_start + value_len - 1] == ' ') { + --value_len; + } + if (_trim_double_quotes && value_len > 1 && line.data[value_start] == '"' && + line.data[value_start + value_len - 1] == '"') { + ++value_start; + value_len -= 2; + } else if (_enclose != 0 && value_len > 1 && line.data[value_start] == _enclose && + line.data[value_start + value_len - 1] == _enclose) { + ++value_start; + value_len -= 2; + } + _split_values.emplace_back(line.data + value_start, value_len); +} + +Status CsvReader::_deserialize_one_cell(const RequestedColumn& column, IColumn* output, + Slice value) { + DORIS_CHECK(output != nullptr); + if (column.nullable_string_fast_path) { + auto& null_column = assert_cast(*output); + // String is the hottest CSV type. Avoid the generic nullable serde wrapper here: + // deserialize directly into the nested string column and append the null map bit ourselves. + if (_empty_field_as_null && value.size == 0) { + null_column.insert_data(nullptr, 0); + return Status::OK(); + } + // CSV keeps empty-field handling separate from null_format matching. An empty + // null_format must not turn every empty CSV field into NULL unless FE explicitly sets + // empty_field_as_null; OpenCSV-compatible tables expect empty fields to stay empty strings. + if (_options.null_len > 0 && value.size == _options.null_len && + std::memcmp(value.data, _options.null_format, value.size) == 0) { + null_column.insert_data(nullptr, 0); + return Status::OK(); + } + static DataTypeStringSerDe string_serde(TYPE_STRING); + auto status = string_serde.deserialize_one_cell_from_csv(null_column.get_nested_column(), + value, _options); + if (!status.ok()) { + null_column.insert_data(nullptr, 0); + return Status::OK(); + } + null_column.get_null_map_data().push_back(0); + return Status::OK(); + } + return column.serde->deserialize_one_cell_from_csv(*output, value, _options); +} + +Slice CsvReader::_normalize_value(Slice value) const { + if (_empty_field_as_null && value.size == 0) { + return Slice(_options.null_format, _options.null_len); + } + return value; +} + +bool CsvReader::_can_split() const { + return (_file_compress_type == TFileCompressType::PLAIN) || + (_file_compress_type == TFileCompressType::UNKNOWN && + _file_format_type == TFileFormatType::FORMAT_CSV_PLAIN); +} + +} // namespace doris::format::csv diff --git a/be/src/format_v2/delimited_text/csv_reader.h b/be/src/format_v2/delimited_text/csv_reader.h new file mode 100644 index 00000000000000..e5d1ce25a74f40 --- /dev/null +++ b/be/src/format_v2/delimited_text/csv_reader.h @@ -0,0 +1,73 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include + +#include "format_v2/delimited_text/delimited_text_reader.h" +#include "gen_cpp/PlanNodes_types.h" +#include "util/slice.h" + +namespace doris { +class SlotDescriptor; +} // namespace doris + +namespace doris::format::csv { + +// FileScannerV2 CSV reader. +// +// CSV files do not carry a physical schema. FE provides the table slot descriptors plus +// TFileScanRangeParams::column_idxs, where each file slot maps to a CSV field ordinal. This reader +// exposes that information as a v2 file-local schema and implements CSV parsing directly in the v2 +// FileReader contract. +class CsvReader final : public ::doris::format::DelimitedTextReader { +public: + // `file_slot_descs` must contain only columns physically readable from the CSV payload. + // Partition/default/virtual columns are materialized by TableReader after this reader returns + // a file-local block. Keeping that boundary is important because CSV has no embedded schema + // from which those non-file columns could be derived. + CsvReader(std::shared_ptr& system_properties, + std::unique_ptr& file_description, + std::shared_ptr io_ctx, RuntimeProfile* profile, + const TFileScanRangeParams* scan_params, + const std::vector& file_slot_descs, + TFileCompressType::type range_compress_type = TFileCompressType::UNKNOWN, + std::optional stream_load_id = std::nullopt); + ~CsvReader() override; + +private: + Status _init_format_state() override; + Status _create_decompressor() override; + Status _create_line_reader() override; + Status _validate_line(const Slice& line) override; + void _split_line(const Slice& line) override; + Status _deserialize_one_cell(const RequestedColumn& column, IColumn* output, + Slice value) override; + Slice _normalize_value(Slice value) const override; + bool _can_split() const override; + + TFileFormatType::type _file_format_type = TFileFormatType::FORMAT_CSV_PLAIN; + char _enclose = 0; + bool _trim_double_quotes = false; + bool _trim_tailing_spaces = false; + bool _empty_field_as_null = false; + bool _keep_cr = false; +}; + +} // namespace doris::format::csv diff --git a/be/src/format_v2/delimited_text/delimited_text_reader.cpp b/be/src/format_v2/delimited_text/delimited_text_reader.cpp new file mode 100644 index 00000000000000..f6e84b4aa7750e --- /dev/null +++ b/be/src/format_v2/delimited_text/delimited_text_reader.cpp @@ -0,0 +1,644 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/delimited_text/delimited_text_reader.h" + +#include +#include +#include +#include + +#include "common/cast_set.h" +#include "common/consts.h" +#include "core/assert_cast.h" +#include "core/block/block.h" +#include "core/column/column_nullable.h" +#include "core/data_type/data_type_array.h" +#include "core/data_type/data_type_map.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_string.h" +#include "core/data_type/data_type_struct.h" +#include "format/line_reader.h" +#include "format_v2/column_mapper.h" +#include "format_v2/materialized_reader_util.h" +#include "io/file_factory.h" +#include "io/fs/tracing_file_reader.h" +#include "runtime/descriptors.h" +#include "runtime/runtime_state.h" +#include "util/decompressor.h" +#include "util/string_util.h" + +namespace doris::format { +namespace { + +constexpr const char* DELIMITED_TEXT_PROFILE = "DelimitedTextReader"; + +void update_counter(RuntimeProfile::Counter* counter, int64_t value) { + if (counter != nullptr) { + COUNTER_UPDATE(counter, value); + } +} + +DataTypePtr nullable_type(DataTypePtr type) { + return type != nullptr && type->is_nullable() ? std::move(type) + : make_nullable(std::move(type)); +} + +DataTypePtr delimited_file_type_from_slot_type(const DataTypePtr& type) { + if (type == nullptr) { + return nullptr; + } + + const bool is_nullable = type->is_nullable(); + const auto nested_type = remove_nullable(type); + DataTypePtr file_type; + switch (nested_type->get_primitive_type()) { + case TYPE_CHAR: + case TYPE_VARCHAR: + // Delimited text files do not carry CHAR/VARCHAR length metadata. FE slot types describe + // the table target type, not a bounded physical file type. Expose bounded strings as + // unbounded STRING on the file side so TableReader can later enforce the table length. + // Example: a TEXT field "hangzhou" mapped to table CHAR(3) must be read as STRING and + // truncated to "han" during table materialization. + file_type = std::make_shared(); + break; + case TYPE_ARRAY: { + const auto* array_type = assert_cast(nested_type.get()); + file_type = std::make_shared( + delimited_file_type_from_slot_type(array_type->get_nested_type())); + break; + } + case TYPE_MAP: { + const auto* map_type = assert_cast(nested_type.get()); + file_type = std::make_shared( + delimited_file_type_from_slot_type(map_type->get_key_type()), + delimited_file_type_from_slot_type(map_type->get_value_type())); + break; + } + case TYPE_STRUCT: { + const auto* struct_type = assert_cast(nested_type.get()); + DataTypes file_children; + file_children.reserve(struct_type->get_elements().size()); + for (const auto& child_type : struct_type->get_elements()) { + file_children.push_back(delimited_file_type_from_slot_type(child_type)); + } + file_type = + std::make_shared(file_children, struct_type->get_element_names()); + break; + } + default: + file_type = nested_type; + break; + } + + return is_nullable ? make_nullable(file_type) : file_type; +} + +ColumnDefinition synthetic_file_child(const std::string& name, DataTypePtr type, int32_t local_id); + +std::vector synthesize_file_children_from_type(const DataTypePtr& type) { + std::vector children; + if (type == nullptr) { + return children; + } + const auto nested_type = remove_nullable(type); + switch (nested_type->get_primitive_type()) { + case TYPE_ARRAY: { + const auto* array_type = assert_cast(nested_type.get()); + children.push_back(synthetic_file_child("element", array_type->get_nested_type(), 0)); + break; + } + case TYPE_MAP: { + const auto* map_type = assert_cast(nested_type.get()); + children.push_back(synthetic_file_child("key", map_type->get_key_type(), 0)); + children.push_back(synthetic_file_child("value", map_type->get_value_type(), 1)); + break; + } + case TYPE_STRUCT: { + const auto* struct_type = assert_cast(nested_type.get()); + children.reserve(struct_type->get_elements().size()); + for (size_t idx = 0; idx < struct_type->get_elements().size(); ++idx) { + children.push_back(synthetic_file_child(struct_type->get_element_name(idx), + struct_type->get_element(idx), + cast_set(idx))); + } + break; + } + default: + break; + } + return children; +} + +ColumnDefinition synthetic_file_child(const std::string& name, DataTypePtr type, int32_t local_id) { + ColumnDefinition child; + child.identifier = Field::create_field(name); + child.local_id = local_id; + child.name = name; + child.type = std::move(type); + child.children = synthesize_file_children_from_type(child.type); + return child; +} + +} // namespace + +DelimitedTextReader::DelimitedTextReader( + std::shared_ptr& system_properties, + std::unique_ptr& file_description, + std::shared_ptr io_ctx, RuntimeProfile* profile, + const TFileScanRangeParams* scan_params, + const std::vector& file_slot_descs, + TFileCompressType::type range_compress_type, std::optional stream_load_id, + std::string reader_name) + : FileReader(system_properties, file_description, std::move(io_ctx), profile), + _scan_params(scan_params), + _source_file_slot_descs(file_slot_descs), + _range_compress_type(range_compress_type), + _stream_load_id(std::move(stream_load_id)), + _reader_name(std::move(reader_name)) {} + +DelimitedTextReader::~DelimitedTextReader() { + static_cast(close()); +} + +void DelimitedTextReader::_init_profile() { + if (_profile == nullptr || _text_profile.raw_lines_read != nullptr) { + return; + } + + ADD_TIMER_WITH_LEVEL(_profile, DELIMITED_TEXT_PROFILE, 1); + _text_profile.open_file_time = + ADD_CHILD_TIMER_WITH_LEVEL(_profile, "OpenFileTime", DELIMITED_TEXT_PROFILE, 1); + _text_profile.create_line_reader_time = + ADD_CHILD_TIMER_WITH_LEVEL(_profile, "CreateLineReaderTime", DELIMITED_TEXT_PROFILE, 1); + _text_profile.read_line_time = + ADD_CHILD_TIMER_WITH_LEVEL(_profile, "ReadLineTime", DELIMITED_TEXT_PROFILE, 1); + _text_profile.split_line_time = + ADD_CHILD_TIMER_WITH_LEVEL(_profile, "SplitLineTime", DELIMITED_TEXT_PROFILE, 1); + _text_profile.deserialize_time = + ADD_CHILD_TIMER_WITH_LEVEL(_profile, "DeserializeTime", DELIMITED_TEXT_PROFILE, 1); + _text_profile.conjunct_filter_time = + ADD_CHILD_TIMER_WITH_LEVEL(_profile, "ConjunctFilterTime", DELIMITED_TEXT_PROFILE, 1); + _text_profile.delete_conjunct_filter_time = ADD_CHILD_TIMER_WITH_LEVEL( + _profile, "DeleteConjunctFilterTime", DELIMITED_TEXT_PROFILE, 1); + _text_profile.raw_lines_read = ADD_CHILD_COUNTER_WITH_LEVEL( + _profile, "RawLinesRead", TUnit::UNIT, DELIMITED_TEXT_PROFILE, 1); + _text_profile.rows_read_before_filter = ADD_CHILD_COUNTER_WITH_LEVEL( + _profile, "RowsReadBeforeFilter", TUnit::UNIT, DELIMITED_TEXT_PROFILE, 1); + _text_profile.rows_filtered_by_conjunct = ADD_CHILD_COUNTER_WITH_LEVEL( + _profile, "RowsFilteredByConjunct", TUnit::UNIT, DELIMITED_TEXT_PROFILE, 1); + _text_profile.rows_filtered_by_delete_conjunct = ADD_CHILD_COUNTER_WITH_LEVEL( + _profile, "RowsFilteredByDeleteConjunct", TUnit::UNIT, DELIMITED_TEXT_PROFILE, 1); + _text_profile.rows_returned = ADD_CHILD_COUNTER_WITH_LEVEL( + _profile, "RowsReturned", TUnit::UNIT, DELIMITED_TEXT_PROFILE, 1); + _text_profile.empty_lines_read = ADD_CHILD_COUNTER_WITH_LEVEL( + _profile, "EmptyLinesRead", TUnit::UNIT, DELIMITED_TEXT_PROFILE, 1); + _text_profile.skipped_lines = ADD_CHILD_COUNTER_WITH_LEVEL( + _profile, "SkippedLines", TUnit::UNIT, DELIMITED_TEXT_PROFILE, 1); + _text_profile.cells_deserialized = ADD_CHILD_COUNTER_WITH_LEVEL( + _profile, "CellsDeserialized", TUnit::UNIT, DELIMITED_TEXT_PROFILE, 1); +} + +Status DelimitedTextReader::init(RuntimeState* state) { + _init_profile(); + _runtime_state = state; + if (_scan_params == nullptr) { + return Status::InvalidArgument("{} v2 reader requires scan params", _reader_name); + } + if (_file_description == nullptr) { + return Status::InvalidArgument("{} v2 reader requires file description", _reader_name); + } + if (!_scan_params->__isset.file_attributes || + !_scan_params->file_attributes.__isset.text_params) { + return Status::InvalidArgument("{} v2 reader requires text file attributes", _reader_name); + } + _enable_text_validate_utf8 = !_scan_params->file_attributes.__isset.enable_text_validate_utf8 || + _scan_params->file_attributes.enable_text_validate_utf8; + + RETURN_IF_ERROR(_init_format_state()); + + // Delimited text files have no physical column ids. FE sends `column_idxs` to describe how + // each physical file slot maps to a field ordinal in the text row. The local id exposed in the + // file schema is therefore the text-field ordinal, not the slot vector position. + _source_column_idxs.clear(); + if (_scan_params->__isset.column_idxs && !_scan_params->column_idxs.empty()) { + if (_scan_params->column_idxs.size() != _source_file_slot_descs.size()) { + return Status::InvalidArgument( + "{} v2 reader column_idxs size {} does not match file slot size {}", + _reader_name, _scan_params->column_idxs.size(), _source_file_slot_descs.size()); + } + _source_column_idxs.reserve(_scan_params->column_idxs.size()); + for (const auto column_idx : _scan_params->column_idxs) { + _source_column_idxs.push_back(column_idx); + } + } else { + _source_column_idxs.reserve(_source_file_slot_descs.size()); + for (size_t i = 0; i < _source_file_slot_descs.size(); ++i) { + _source_column_idxs.push_back(static_cast(i)); + } + } + + _source_serdes = create_data_type_serdes(_source_file_slot_descs); + _file_schema.clear(); + _file_schema.reserve(_source_file_slot_descs.size()); + for (size_t i = 0; i < _source_file_slot_descs.size(); ++i) { + const auto* slot = _source_file_slot_descs[i]; + DORIS_CHECK(slot != nullptr); + ColumnDefinition field; + field.identifier = Field::create_field(slot->col_name()); + field.local_id = _source_column_idxs[i]; + field.name = slot->col_name(); + field.type = nullable_type(delimited_file_type_from_slot_type(slot->get_data_type_ptr())); + // Delimited text stores a complex value in one top-level text field, but TableColumnMapper + // still needs semantic children to localize nested projections and predicates. Expose + // ARRAY element, MAP key/value, and STRUCT fields as file-schema children while keeping the + // top-level local id as the physical text field ordinal from column_idxs. + field.children = synthesize_file_children_from_type(field.type); + _file_schema.push_back(std::move(field)); + } + _eof = false; + return Status::OK(); +} + +Status DelimitedTextReader::get_schema(std::vector* file_schema) const { + if (file_schema == nullptr) { + return Status::InvalidArgument("{} v2 file_schema is null", _reader_name); + } + *file_schema = _file_schema; + return Status::OK(); +} + +std::unique_ptr DelimitedTextReader::create_column_mapper( + TableColumnMapperOptions options) const { + return std::make_unique(std::move(options)); +} + +Status DelimitedTextReader::open(std::shared_ptr request) { + RETURN_IF_ERROR(FileReader::open(std::move(request))); + DORIS_CHECK(_request != nullptr); + RETURN_IF_ERROR(_build_requested_columns(*_request, &_requested_columns)); + { + SCOPED_TIMER(_text_profile.open_file_time); + RETURN_IF_ERROR(_open_file()); + } + RETURN_IF_ERROR(_create_decompressor()); + { + SCOPED_TIMER(_text_profile.create_line_reader_time); + RETURN_IF_ERROR(_create_line_reader()); + } + _line_reader_eof = false; + _bom_removed = false; + _eof = false; + return Status::OK(); +} + +Status DelimitedTextReader::get_block(Block* file_block, size_t* rows, bool* eof) { + DORIS_CHECK(file_block != nullptr); + DORIS_CHECK(rows != nullptr); + DORIS_CHECK(eof != nullptr); + if (_line_reader == nullptr) { + return Status::InternalError("{} v2 reader is not open", _reader_name); + } + + const auto batch_size = _runtime_state != nullptr ? _runtime_state->batch_size() : 4096; + const auto max_block_bytes = _runtime_state != nullptr + ? _runtime_state->preferred_block_size_bytes() + : std::numeric_limits::max(); + *rows = 0; + *eof = false; + + { + auto columns_guard = file_block->mutate_columns_scoped(); + auto& columns = columns_guard.mutable_columns(); + // Delimited text readers are column-pruned but not lazy materialized: all file-local + // columns requested by TableReader are decoded before file-local conjuncts are evaluated. + while (*rows < batch_size && !_line_reader_eof && + Block::columns_byte_size(columns) < max_block_bytes) { + Slice line; + bool line_eof = false; + RETURN_IF_ERROR(_read_next_line(&line, &line_eof)); + if (line_eof) { + break; + } + RETURN_IF_ERROR(_fill_columns_from_line(line, &columns, rows)); + } + } + + const size_t rows_before_filter = *rows; + update_counter(_text_profile.rows_read_before_filter, rows_before_filter); + + MaterializedReaderFilterProfile filter_profile; + filter_profile.delete_conjunct_filter_time = _text_profile.delete_conjunct_filter_time; + filter_profile.conjunct_filter_time = _text_profile.conjunct_filter_time; + filter_profile.rows_filtered_by_delete_conjunct = + _text_profile.rows_filtered_by_delete_conjunct; + filter_profile.rows_filtered_by_conjunct = _text_profile.rows_filtered_by_conjunct; + RETURN_IF_ERROR(apply_materialized_reader_filters(_request.get(), _io_ctx.get(), file_block, + rows, &filter_profile)); + update_counter(_text_profile.rows_returned, *rows); + _reader_statistics.read_rows += *rows; + *eof = _line_reader_eof && *rows == 0; + _eof = *eof; + return Status::OK(); +} + +Status DelimitedTextReader::get_aggregate_result(const FileAggregateRequest& request, + FileAggregateResult* result) { + DORIS_CHECK(result != nullptr); + if (request.agg_type != TPushAggOp::type::COUNT) { + return Status::NotSupported("{} v2 reader only supports COUNT aggregate pushdown", + _reader_name); + } + if (_line_reader == nullptr) { + return Status::InternalError("{} v2 reader is not open", _reader_name); + } + + int64_t count = 0; + while (!_line_reader_eof) { + Slice line; + bool line_eof = false; + RETURN_IF_ERROR(_read_next_line(&line, &line_eof)); + if (line_eof) { + break; + } + if (line.size == 0) { + update_counter(_text_profile.empty_lines_read, 1); + if (_empty_line_as_record() || + (_runtime_state != nullptr && _runtime_state->is_read_csv_empty_line_as_null())) { + ++count; + } + continue; + } + RETURN_IF_ERROR(_validate_line(line)); + ++count; + } + result->count = count; + result->columns.clear(); + update_counter(_text_profile.rows_read_before_filter, count); + update_counter(_text_profile.rows_returned, count); + _reader_statistics.read_rows += count; + _eof = true; + return Status::OK(); +} + +Status DelimitedTextReader::close() { + if (_line_reader != nullptr) { + _line_reader->close(); + _line_reader.reset(); + } + _decompressor.reset(); + _file_reader.reset(); + _tracing_file_reader.reset(); + _requested_columns.clear(); + return Status::OK(); +} + +bool DelimitedTextReader::_is_null_format(Slice value) const { + if (value.size != _options.null_len) { + return false; + } + if (_options.null_len == 0) { + return true; + } + return std::memcmp(value.data, _options.null_format, value.size) == 0; +} + +Status DelimitedTextReader::_build_requested_columns(const FileScanRequest& request, + std::vector* columns) const { + DORIS_CHECK(columns != nullptr); + columns->clear(); + + // `request.local_positions` is keyed by FileReader schema local id. For delimited text readers + // that local id is the field ordinal from column_idxs, so reverse-map it to the source slot + // descriptor before choosing the serde. + std::vector by_position(request.local_positions.size()); + for (const auto& [file_column_id, block_position] : request.local_positions) { + const auto source_it = std::find(_source_column_idxs.begin(), _source_column_idxs.end(), + file_column_id.value()); + if (source_it == _source_column_idxs.end()) { + return Status::InvalidArgument("{} v2 request references unknown local column id {}", + _reader_name, file_column_id.value()); + } + const auto source_index = std::distance(_source_column_idxs.begin(), source_it); + DORIS_CHECK(source_index >= 0 && + static_cast(source_index) < _source_file_slot_descs.size()); + if (block_position.value() >= by_position.size()) { + return Status::InvalidArgument("{} v2 request has invalid block position {}", + _reader_name, block_position.value()); + } + const auto* slot = _source_file_slot_descs[source_index]; + const auto type = slot->get_data_type_ptr(); + RequestedColumn requested_column; + requested_column.file_column_id = file_column_id; + requested_column.block_position = block_position; + requested_column.slot_desc = slot; + requested_column.serde = _source_serdes[source_index]; + requested_column.nullable_string_fast_path = + type->is_nullable() && is_string_type(type->get_primitive_type()); + by_position[block_position.value()] = std::move(requested_column); + } + + for (size_t i = 0; i < by_position.size(); ++i) { + if (!by_position[i].file_column_id.is_valid()) { + return Status::InvalidArgument("{} v2 request misses block position {}", _reader_name, + i); + } + } + *columns = std::move(by_position); + return Status::OK(); +} + +Status DelimitedTextReader::_open_file() { + _start_offset = _file_description->range_start_offset; + _size = _file_description->range_size; + // Some callers, especially stream-load/http_stream, do not know the total length up front. + // For a first split this is fine: NewPlainTextLineReader can read until the underlying reader + // returns EOF. For non-first splits we still need a concrete range so the pre-read/skip-one-line + // boundary logic does not read an unbounded stream. + if (_size <= 0 && _file_description->file_size >= 0) { + _size = _file_description->file_size - _start_offset; + } + if (_size < 0 && _start_offset > 0) { + return Status::InvalidArgument("{} v2 reader requires a valid split size for {}", + _reader_name, _file_description->path); + } + _skip_lines = 0; + if (_start_offset == 0) { + if (_scan_params->file_attributes.__isset.header_type && + !_scan_params->file_attributes.header_type.empty()) { + const auto header_type = to_lower(_scan_params->file_attributes.header_type); + if (header_type == BeConsts::CSV_WITH_NAMES) { + _skip_lines = 1; + } else if (header_type == BeConsts::CSV_WITH_NAMES_AND_TYPES) { + _skip_lines = 2; + } + } else if (_scan_params->file_attributes.__isset.skip_lines) { + _skip_lines = _scan_params->file_attributes.skip_lines; + } + } else { + if (!_can_split()) { + return Status::InternalError("For now we do not support split compressed file"); + } + // Non-first splits normally start in the middle of a record. Pre-read at most one line + // delimiter byte range, then skip one line in `_read_next_line()`, so the first returned + // row is always complete. Example with '\n': + // file bytes: "1,a\n2,b\n" + // split start: ^ + // pre-read: ^ + // skipped line: "a" + // returned row: "2,b" + const int64_t pre_read_len = + std::min(static_cast(_line_delimiter.size()), _start_offset); + _start_offset -= pre_read_len; + _size += pre_read_len; + _skip_lines = 1; + } + + if (_scan_params->file_type == TFileType::FILE_STREAM) { + if (!_stream_load_id.has_value()) { + return Status::InvalidArgument("{} v2 stream reader requires load id", _reader_name); + } + // Stream load/http_stream data lives in NewLoadStreamMgr rather than a filesystem. The + // generic FileFactory path only supports real file systems, so FILE_STREAM must use the + // same pipe-reader lookup as the old CSV reader. + RETURN_IF_ERROR(FileFactory::create_pipe_reader(*_stream_load_id, &_file_reader, + _runtime_state, /*need_schema=*/false)); + } else { + auto reader_options = FileFactory::get_reader_options(_runtime_state->query_options(), + *_file_description); + auto file_reader = DORIS_TRY(FileFactory::create_file_reader( + *_system_properties, *_file_description, reader_options, _profile)); + _file_reader = _io_ctx && _io_ctx->file_reader_stats + ? std::make_shared(std::move(file_reader), + _io_ctx->file_reader_stats) + : file_reader; + } + if (_file_reader->size() == 0 && _scan_params->file_type != TFileType::FILE_STREAM && + _scan_params->file_type != TFileType::FILE_BROKER) { + return Status::EndOfFile("init reader failed, empty {} file: {}", _reader_name, + _file_description->path); + } + return Status::OK(); +} + +Status DelimitedTextReader::_read_next_line(Slice* line, bool* eof) { + DORIS_CHECK(line != nullptr); + DORIS_CHECK(eof != nullptr); + while (true) { + const uint8_t* ptr = nullptr; + size_t size = 0; + { + SCOPED_TIMER(_text_profile.read_line_time); + RETURN_IF_ERROR(_line_reader->read_line(&ptr, &size, &_line_reader_eof, _io_ctx.get())); + } + if (_line_reader_eof && size == 0) { + *eof = true; + return Status::OK(); + } + if (_skip_lines == 0 && !_bom_removed) { + // BOM is stripped only from the first logical data line. Header lines are skipped + // before this branch, so a BOM inside a skipped header does not leak into user data. + ptr = _remove_bom(ptr, &size); + _bom_removed = true; + } + if (_skip_lines > 0) { + --_skip_lines; + _bom_removed = true; + update_counter(_text_profile.skipped_lines, 1); + continue; + } + *line = Slice(ptr, size); + *eof = false; + update_counter(_text_profile.raw_lines_read, 1); + return Status::OK(); + } +} + +Status DelimitedTextReader::_fill_columns_from_line(const Slice& line, + std::vector* columns, + size_t* rows) { + DORIS_CHECK(columns != nullptr); + if (line.size == 0) { + update_counter(_text_profile.empty_lines_read, 1); + if (!_empty_line_as_record()) { + if (_runtime_state != nullptr && _runtime_state->is_read_csv_empty_line_as_null()) { + for (const auto& column : _requested_columns) { + RETURN_IF_ERROR(_append_null((*columns)[column.block_position.value()].get())); + update_counter(_text_profile.cells_deserialized, 1); + } + ++(*rows); + } + return Status::OK(); + } + } + RETURN_IF_ERROR(_validate_line(line)); + + { + SCOPED_TIMER(_text_profile.split_line_time); + _split_line(line); + } + SCOPED_TIMER(_text_profile.deserialize_time); + for (const auto& column : _requested_columns) { + auto* output = (*columns)[column.block_position.value()].get(); + const int32_t field_index = column.file_column_id.value(); + // Missing trailing fields are query-compatible with the old readers: they become NULL + // rather than shifting subsequent projected columns or rejecting the row. + Slice value = field_index >= 0 && static_cast(field_index) < _split_values.size() + ? _split_values[field_index] + : Slice(_options.null_format, _options.null_len); + RETURN_IF_ERROR(_deserialize_one_cell(column, output, _normalize_value(value))); + update_counter(_text_profile.cells_deserialized, 1); + } + ++(*rows); + return Status::OK(); +} + +Status DelimitedTextReader::_validate_line(const Slice& line) { + (void)line; + return Status::OK(); +} + +Slice DelimitedTextReader::_normalize_value(Slice value) const { + return value; +} + +bool DelimitedTextReader::_empty_line_as_record() const { + return false; +} + +bool DelimitedTextReader::_can_split() const { + return _file_compress_type == TFileCompressType::PLAIN; +} + +Status DelimitedTextReader::_append_null(IColumn* output) { + DORIS_CHECK(output != nullptr); + auto* nullable = assert_cast(output); + nullable->insert_data(nullptr, 0); + return Status::OK(); +} + +const uint8_t* DelimitedTextReader::_remove_bom(const uint8_t* ptr, size_t* size) { + DORIS_CHECK(size != nullptr); + if (ptr != nullptr && *size >= 3 && static_cast(ptr[0]) == 0xEF && + static_cast(ptr[1]) == 0xBB && static_cast(ptr[2]) == 0xBF) { + *size -= 3; + return ptr + 3; + } + return ptr; +} + +} // namespace doris::format diff --git a/be/src/format_v2/delimited_text/delimited_text_reader.h b/be/src/format_v2/delimited_text/delimited_text_reader.h new file mode 100644 index 00000000000000..06cb93dd7f7b65 --- /dev/null +++ b/be/src/format_v2/delimited_text/delimited_text_reader.h @@ -0,0 +1,176 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include +#include +#include + +#include "core/data_type_serde/data_type_serde.h" +#include "format_v2/file_reader.h" +#include "gen_cpp/PlanNodes_types.h" +#include "runtime/runtime_profile.h" +#include "util/slice.h" + +namespace doris { +class Decompressor; +class LineReader; +class SlotDescriptor; +} // namespace doris + +namespace doris::format { + +// Shared FileReader implementation for delimited text-like formats in FileScannerV2. +// +// CSV and Hive text have different row parsing and cell serde rules, but their v2 FileReader +// control flow is the same: expose a file-local schema from FE slot descriptors, resolve +// FileScanRequest local positions, read physical lines, materialize requested columns, apply +// file-local conjuncts, and optionally count rows by scanning. This base keeps that contract in one +// place while derived readers provide only format-specific hooks. +class DelimitedTextReader : public FileReader { +public: + ~DelimitedTextReader() override; + + Status init(RuntimeState* state) override; + Status get_schema(std::vector* file_schema) const override; + std::unique_ptr create_column_mapper( + TableColumnMapperOptions options) const override; + Status open(std::shared_ptr request) override; + Status get_block(Block* file_block, size_t* rows, bool* eof) override; + Status get_aggregate_result(const FileAggregateRequest& request, + FileAggregateResult* result) override; + Status close() override; + +protected: + struct DelimitedTextProfile { + RuntimeProfile::Counter* open_file_time = nullptr; + RuntimeProfile::Counter* create_line_reader_time = nullptr; + RuntimeProfile::Counter* read_line_time = nullptr; + RuntimeProfile::Counter* split_line_time = nullptr; + RuntimeProfile::Counter* deserialize_time = nullptr; + RuntimeProfile::Counter* conjunct_filter_time = nullptr; + RuntimeProfile::Counter* delete_conjunct_filter_time = nullptr; + RuntimeProfile::Counter* raw_lines_read = nullptr; + RuntimeProfile::Counter* rows_read_before_filter = nullptr; + RuntimeProfile::Counter* rows_filtered_by_conjunct = nullptr; + RuntimeProfile::Counter* rows_filtered_by_delete_conjunct = nullptr; + RuntimeProfile::Counter* rows_returned = nullptr; + RuntimeProfile::Counter* empty_lines_read = nullptr; + RuntimeProfile::Counter* skipped_lines = nullptr; + RuntimeProfile::Counter* cells_deserialized = nullptr; + }; + + struct RequestedColumn { + LocalColumnId file_column_id = LocalColumnId::invalid(); + LocalIndex block_position; + const SlotDescriptor* slot_desc = nullptr; + DataTypeSerDeSPtr serde; + bool nullable_string_fast_path = false; + }; + + DelimitedTextReader(std::shared_ptr& system_properties, + std::unique_ptr& file_description, + std::shared_ptr io_ctx, RuntimeProfile* profile, + const TFileScanRangeParams* scan_params, + const std::vector& file_slot_descs, + TFileCompressType::type range_compress_type, + std::optional stream_load_id, std::string reader_name); + + // Initialize format-specific options after the common init path has validated scan params and + // runtime state. Implementations must fill `_value_separator`, `_line_delimiter`, + // `_file_compress_type`, `_options`, and any parser-specific state before the common schema + // construction reads column_idxs. + virtual Status _init_format_state() = 0; + // Create the decompressor used by the line reader. CSV may infer compression from the file + // format enum, while Hive text uses only the explicit compress_type. + virtual Status _create_decompressor() = 0; + // Create the physical line reader. Implementations choose plain/enclosed/binary line contexts, + // but must store the result in `_line_reader` for the common get_block/count paths. + virtual Status _create_line_reader() = 0; + // Validate one logical line before splitting. CSV enforces UTF-8 for query reads; Hive text + // deliberately accepts arbitrary bytes and uses the default OK implementation. + virtual Status _validate_line(const Slice& line); + // Split one logical line into `_split_values`. The common materialization path then resolves + // requested field ordinals against `_split_values`. + virtual void _split_line(const Slice& line) = 0; + // Deserialize a single normalized field into the requested output column using the + // format-specific serde API. + virtual Status _deserialize_one_cell(const RequestedColumn& column, IColumn* output, + Slice value) = 0; + // Let formats rewrite a raw field before serde. CSV uses this for empty_field_as_null; Hive + // text keeps the raw field because empty string and NULL are distinct unless null_format + // matches exactly. + virtual Slice _normalize_value(Slice value) const; + // Whether an empty physical line is one logical record. CSV keeps the existing default + // skip behavior, while Hive TEXTFILE treats an empty line as a record with one empty field. + virtual bool _empty_line_as_record() const; + // Whether this file can start at a non-zero split offset. Compressed delimited files cannot be + // split because the decompressor needs the stream from the beginning. + virtual bool _can_split() const; + + Status _append_null(IColumn* output); + // Match the generic nullable serde semantics exactly: a field is NULL when its raw slice is + // byte-for-byte equal to null_format. This also covers Hive tables that set + // serialization.null.format to the empty string. + bool _is_null_format(Slice value) const; + const uint8_t* _remove_bom(const uint8_t* ptr, size_t* size); + void _init_profile() override; + + const TFileScanRangeParams* _scan_params = nullptr; + std::vector _source_file_slot_descs; + std::vector _source_column_idxs; + DataTypeSerDeSPtrs _source_serdes; + std::vector _file_schema; + RuntimeState* _runtime_state = nullptr; + + std::vector _requested_columns; + std::unique_ptr _decompressor; + std::unique_ptr _line_reader; + std::vector _split_values; + DataTypeSerDe::FormatOptions _options; + + std::string _value_separator; + std::string _line_delimiter; + TFileCompressType::type _file_compress_type = TFileCompressType::UNKNOWN; + TFileCompressType::type _range_compress_type = TFileCompressType::UNKNOWN; + std::optional _stream_load_id; + int64_t _start_offset = 0; + int64_t _size = -1; + int _skip_lines = 0; + char _escape = 0; + bool _line_reader_eof = false; + bool _bom_removed = false; + // FE exposes this as an optional text-file attribute. Keep the default strict so missing thrift + // fields do not accidentally accept arbitrary bytes; CSV can still opt out through the session + // variable or TVF/file-format property `enable_text_validate_utf8=false`. + bool _enable_text_validate_utf8 = true; + DelimitedTextProfile _text_profile; + +private: + Status _build_requested_columns(const FileScanRequest& request, + std::vector* columns) const; + Status _open_file(); + Status _read_next_line(Slice* line, bool* eof); + Status _fill_columns_from_line(const Slice& line, std::vector* columns, + size_t* rows); + + std::string _reader_name; +}; + +} // namespace doris::format diff --git a/be/src/format_v2/delimited_text/text_reader.cpp b/be/src/format_v2/delimited_text/text_reader.cpp new file mode 100644 index 00000000000000..930052a14f1229 --- /dev/null +++ b/be/src/format_v2/delimited_text/text_reader.cpp @@ -0,0 +1,164 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/delimited_text/text_reader.h" + +#include +#include + +#include "core/assert_cast.h" +#include "core/column/column_nullable.h" +#include "core/data_type/data_type_string.h" +#include "core/data_type_serde/data_type_string_serde.h" +#include "format/file_reader/new_plain_text_line_reader.h" +#include "runtime/descriptors.h" +#include "util/decompressor.h" + +namespace doris::format::text { +namespace { + +bool starts_with_at(const Slice& line, size_t pos, const std::string& needle) { + return !needle.empty() && pos + needle.size() <= line.size && + std::memcmp(line.data + pos, needle.data(), needle.size()) == 0; +} + +} // namespace + +TextReader::TextReader(std::shared_ptr& system_properties, + std::unique_ptr& file_description, + std::shared_ptr io_ctx, RuntimeProfile* profile, + const TFileScanRangeParams* scan_params, + const std::vector& file_slot_descs, + TFileCompressType::type range_compress_type, + std::optional stream_load_id) + : DelimitedTextReader(system_properties, file_description, std::move(io_ctx), profile, + scan_params, file_slot_descs, range_compress_type, + std::move(stream_load_id), "Text") {} + +TextReader::~TextReader() = default; + +Status TextReader::_init_format_state() { + _file_compress_type = + _range_compress_type != TFileCompressType::UNKNOWN + ? _range_compress_type + : (_scan_params->__isset.compress_type ? _scan_params->compress_type + : TFileCompressType::PLAIN); + + const auto& text_params = _scan_params->file_attributes.text_params; + _value_separator = text_params.column_separator; + _line_delimiter = text_params.line_delimiter; + if (text_params.__isset.escape) { + _escape = text_params.escape; + } + _options.escape_char = _escape; + _options.collection_delim = + text_params.collection_delimiter.empty() ? ',' : text_params.collection_delimiter[0]; + _options.map_key_delim = + text_params.mapkv_delimiter.empty() ? ':' : text_params.mapkv_delimiter[0]; + if (text_params.__isset.null_format) { + _options.null_format = text_params.null_format.data(); + _options.null_len = text_params.null_format.length(); + } + return Status::OK(); +} + +Status TextReader::_create_decompressor() { + return Decompressor::create_decompressor(_file_compress_type, &_decompressor); +} + +Status TextReader::_create_line_reader() { + auto text_line_reader_ctx = std::make_shared( + _line_delimiter, _line_delimiter.size(), false); + _line_reader = NewPlainTextLineReader::create_unique( + _profile, _file_reader, _decompressor.get(), std::move(text_line_reader_ctx), _size, + _start_offset); + return Status::OK(); +} + +void TextReader::_split_line(const Slice& line) { + _split_values.clear(); + if (_value_separator.size() == 1) { + _split_line_single_char(line); + } else { + _split_line_multi_char(line); + } +} + +void TextReader::_split_line_single_char(const Slice& line) { + size_t value_start = 0; + for (size_t i = 0; i < line.size; ++i) { + if (line.data[i] == _value_separator[0]) { + // Hive text lets a string escape the field separator. The backslash remains in the + // field slice so deserialize_one_cell_from_hive_text() can unescape the final value. + if (_escape != 0 && i > 0 && line.data[i - 1] == _escape) { + continue; + } + _split_values.emplace_back(line.data + value_start, i - value_start); + value_start = i + _value_separator.size(); + } + } + _split_values.emplace_back(line.data + value_start, line.size - value_start); +} + +void TextReader::_split_line_multi_char(const Slice& line) { + size_t value_start = 0; + size_t i = 0; + while (i < line.size) { + if (starts_with_at(line, i, _value_separator)) { + if (_escape != 0 && i > 0 && line.data[i - 1] == _escape) { + ++i; + continue; + } + _split_values.emplace_back(line.data + value_start, i - value_start); + i += _value_separator.size(); + value_start = i; + continue; + } + ++i; + } + _split_values.emplace_back(line.data + value_start, line.size - value_start); +} + +Status TextReader::_deserialize_one_cell(const RequestedColumn& column, IColumn* output, + Slice value) { + DORIS_CHECK(output != nullptr); + if (column.nullable_string_fast_path) { + auto& null_column = assert_cast(*output); + if (_is_null_format(value)) { + null_column.insert_data(nullptr, 0); + return Status::OK(); + } + static DataTypeStringSerDe string_serde(TYPE_STRING); + auto status = string_serde.deserialize_one_cell_from_hive_text( + null_column.get_nested_column(), value, _options); + if (!status.ok()) { + null_column.insert_data(nullptr, 0); + return Status::OK(); + } + null_column.get_null_map_data().push_back(0); + return Status::OK(); + } + return column.serde->deserialize_one_cell_from_hive_text(*output, value, _options); +} + +bool TextReader::_empty_line_as_record() const { + // Hive TEXTFILE treats an empty physical line as a record. The splitter maps it + // to one empty field and missing trailing fields are filled with null_format. + return true; +} + +} // namespace doris::format::text diff --git a/be/src/format_v2/delimited_text/text_reader.h b/be/src/format_v2/delimited_text/text_reader.h new file mode 100644 index 00000000000000..8efbfe359c7e64 --- /dev/null +++ b/be/src/format_v2/delimited_text/text_reader.h @@ -0,0 +1,62 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include + +#include "format_v2/delimited_text/delimited_text_reader.h" +#include "gen_cpp/PlanNodes_types.h" +#include "util/slice.h" + +namespace doris { +class SlotDescriptor; +} // namespace doris + +namespace doris::format::text { + +// FileScannerV2 Hive text reader. +// +// Text files do not have embedded schema, so FE-provided file slots and column_idxs are converted +// into a file-local schema in the same way as CSV v2. The row parser is intentionally different +// from CSV: field splitting follows Hive text escaping rules and cells are deserialized through +// deserialize_one_cell_from_hive_text(). +class TextReader final : public ::doris::format::DelimitedTextReader { +public: + TextReader(std::shared_ptr& system_properties, + std::unique_ptr& file_description, + std::shared_ptr io_ctx, RuntimeProfile* profile, + const TFileScanRangeParams* scan_params, + const std::vector& file_slot_descs, + TFileCompressType::type range_compress_type = TFileCompressType::UNKNOWN, + std::optional stream_load_id = std::nullopt); + ~TextReader() override; + +private: + Status _init_format_state() override; + Status _create_decompressor() override; + Status _create_line_reader() override; + void _split_line(const Slice& line) override; + void _split_line_single_char(const Slice& line); + void _split_line_multi_char(const Slice& line); + Status _deserialize_one_cell(const RequestedColumn& column, IColumn* output, + Slice value) override; + bool _empty_line_as_record() const override; +}; + +} // namespace doris::format::text diff --git a/be/src/format_v2/expr/cast.cpp b/be/src/format_v2/expr/cast.cpp new file mode 100644 index 00000000000000..efeb9d851deb22 --- /dev/null +++ b/be/src/format_v2/expr/cast.cpp @@ -0,0 +1,131 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/expr/cast.h" + +#include +#include +#include + +#include + +#include "common/status.h" +#include "core/block/block.h" +#include "core/block/column_with_type_and_name.h" +#include "core/block/columns_with_type_and_name.h" +#include "exprs/function/simple_function_factory.h" +#include "exprs/vexpr_context.h" +#include "exprs/vliteral.h" + +namespace doris::format { + +Status Cast::prepare(RuntimeState* state, const RowDescriptor& desc, VExprContext* context) { + RETURN_IF_ERROR_OR_PREPARED(VExpr::prepare(state, desc, context)); + if (_children.size() != 1) { + return Status::InternalError( + fmt::format("Cast should have exactly 1 child expr, but got {}", _children.size())); + } + ColumnsWithTypeAndName argument_template; + argument_template.reserve(_children.size()); + if (_children[0]->is_literal()) { + // For some functions, he needs some literal columns to derive the return type. + auto literal_node = std::dynamic_pointer_cast(_children[0]); + argument_template.emplace_back(literal_node->get_column_ptr(), _children[0]->data_type(), + _children[0]->expr_name()); + } else { + argument_template.emplace_back(nullptr, _children[0]->data_type(), + _children[0]->expr_name()); + } + + _expr_name = fmt::format("CAST(arguments={},return={})", _children[0]->data_type()->get_name(), + _data_type->get_name()); + // get the function. won't prepare function. + _function = SimpleFunctionFactory::instance().get_function( + "CAST", argument_template, _data_type, + {.new_version_unix_timestamp = state->query_options().new_version_unix_timestamp}, + state->be_exec_version()); + if (_function == nullptr) { + return Status::InternalError("Could not find function {} ", _expr_name); + } + VExpr::register_function_context(state, context); + _prepare_finished = true; + return Status::OK(); +} + +Status Cast::open(RuntimeState* state, VExprContext* context, + FunctionContext::FunctionStateScope scope) { + DCHECK(_prepare_finished); + for (auto& i : _children) { + RETURN_IF_ERROR(i->open(state, context, scope)); + } + RETURN_IF_ERROR(VExpr::init_function_context(state, context, scope, _function)); + if (scope == FunctionContext::FRAGMENT_LOCAL) { + RETURN_IF_ERROR(VExpr::get_const_col(context, nullptr)); + } + _open_finished = true; + return Status::OK(); +} + +void Cast::close(VExprContext* context, FunctionContext::FunctionStateScope scope) { + VExpr::close_function_context(context, scope, _function); + VExpr::close(context, scope); +} + +Status Cast::execute_column_impl(VExprContext* context, const Block* block, + const Selector* selector, size_t count, + ColumnPtr& result_column) const { + return _do_execute(context, block, selector, count, result_column); +} + +std::string Cast::debug_string() const { + return _expr_name; +} + +Status Cast::_do_execute(VExprContext* context, const Block* block, const Selector* selector, + size_t count, ColumnPtr& result_column) const { + DCHECK(_open_finished || block == nullptr) << debug_string(); + if (_children.size() != 1) { + return Status::InternalError( + fmt::format("Cast should have exactly 1 child expr, but got {}", _children.size())); + } + if (is_const_and_have_executed()) { // const have executed in open function + result_column = get_result_from_const(count); + return Status::OK(); + } + + Block temp_block; + ColumnNumbers args(1); + + ColumnPtr tmp_arg_column; + RETURN_IF_ERROR(_children[0]->execute_column(context, block, selector, count, tmp_arg_column)); + auto arg_type = _children[0]->execute_type(block); + temp_block.insert({tmp_arg_column, arg_type, _children[0]->expr_name()}); + args[0] = 0; + + uint32_t num_columns_without_result = temp_block.columns(); + // prepare a column to save result + temp_block.insert({nullptr, _data_type, _expr_name}); + + RETURN_IF_ERROR(_function->execute(context->fn_context(_fn_context_index), temp_block, args, + num_columns_without_result, count)); + result_column = temp_block.get_by_position(num_columns_without_result).column; + DCHECK_EQ(result_column->size(), count); + RETURN_IF_ERROR(result_column->column_self_check()); + return Status::OK(); +} + +} // namespace doris::format diff --git a/be/src/format_v2/expr/cast.h b/be/src/format_v2/expr/cast.h new file mode 100644 index 00000000000000..1dc06bcf07f2bc --- /dev/null +++ b/be/src/format_v2/expr/cast.h @@ -0,0 +1,68 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include + +#include "common/object_pool.h" +#include "common/status.h" +#include "exprs/function_context.h" +#include "exprs/vexpr.h" + +namespace doris { +class RowDescriptor; +class RuntimeState; +class TExprNode; +class Block; +class VExprContext; +} // namespace doris + +namespace doris::format { + +class Cast final : public VExpr { + ENABLE_FACTORY_CREATOR(Cast); + +public: + Cast(const DataTypePtr& type) { + _node_type = TExprNodeType::CAST_EXPR; + _opcode = TExprOpcode::CAST; + _data_type = type; + } + ~Cast() override = default; + Status prepare(RuntimeState* state, const RowDescriptor& desc, VExprContext* context) override; + Status open(RuntimeState* state, VExprContext* context, + FunctionContext::FunctionStateScope scope) override; + void close(VExprContext* context, FunctionContext::FunctionStateScope scope) override; + Status execute_column_impl(VExprContext* context, const Block* block, const Selector* selector, + size_t count, ColumnPtr& result_column) const override; + std::string debug_string() const override; + uint64_t get_digest(uint64_t seed) const override { return 0; } + const std::string& expr_name() const override { return _expr_name; } + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + *cloned_expr = Cast::create_shared(_data_type); + return Status::OK(); + } + +private: + Status _do_execute(VExprContext* context, const Block* block, const Selector* selector, + size_t count, ColumnPtr& result_column) const; + std::string _expr_name; + FunctionBasePtr _function; +}; +} // namespace doris::format diff --git a/be/src/format_v2/expr/delete_predicate.cpp b/be/src/format_v2/expr/delete_predicate.cpp new file mode 100644 index 00000000000000..9ab1090247c15a --- /dev/null +++ b/be/src/format_v2/expr/delete_predicate.cpp @@ -0,0 +1,122 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/expr/delete_predicate.h" + +#include +#include +#include + +#include +#include +#include + +#include "common/status.h" +#include "core/block/block.h" +#include "core/block/column_numbers.h" +#include "core/block/column_with_type_and_name.h" +#include "core/block/columns_with_type_and_name.h" + +namespace doris::format { + +DeletePredicate::DeletePredicate(const std::vector& deleted_rows) + : VExpr(), _deleted_rows(deleted_rows) { + _node_type = TExprNodeType::PREDICATE; + _opcode = TExprOpcode::DELETE; + _data_type = std::make_shared(); +} + +Status DeletePredicate::prepare(RuntimeState* state, const RowDescriptor& desc, + VExprContext* context) { + RETURN_IF_ERROR_OR_PREPARED(VExpr::prepare(state, desc, context)); + _expr_name = "DeletePredicate"; + _prepare_finished = true; + return Status::OK(); +} + +Status DeletePredicate::open(RuntimeState* state, VExprContext* context, + FunctionContext::FunctionStateScope scope) { + DCHECK(_prepare_finished); + RETURN_IF_ERROR_OR_PREPARED(VExpr::open(state, context, scope)); + _open_finished = true; + return Status::OK(); +} + +void DeletePredicate::close(VExprContext* context, FunctionContext::FunctionStateScope scope) { + VExpr::close(context, scope); +} + +/** + * DeletePredicate is derived from 2 cases: + * 1. All row IDs indicates deleted rows. (e.g. Delete rows with row_id in (1, 2, 3)) + * 2. Bit vector indicates whether each row is deleted or not. (e.g. Bit vector[0,1,0,0,1] indicates row 1 and row 4 are deleted) + * + * So DeletePredicate should have exactly 1 child expr, which is the slot of row id. + * Row IDs should be generated by file reader as a virtual column in `block`. + **/ +Status DeletePredicate::execute(VExprContext* context, Block* block, int* result_column_id) const { + if (_children.size() != 1) { + return Status::InternalError(fmt::format( + "DeletePredicate should have exactly 1 child expr, but got {}", _children.size())); + } + int slot = -1; + RETURN_IF_ERROR(_children[0]->execute(context, block, &slot)); + if (slot < 0 || static_cast(slot) >= block->columns()) { + return Status::InternalError( + "DeletePredicate row id child returned invalid column id {}, block has {} columns", + slot, block->columns()); + } + const auto& row_ids = + assert_cast(*block->get_by_position(slot).column).get_data(); + const auto count = row_ids.size(); + auto res_col = ColumnBool::create(count, 0); + if (_deleted_rows.empty()) { + block->insert({std::move(res_col), std::make_shared(), expr_name()}); + *result_column_id = static_cast(block->get_columns().size() - 1); + return Status::OK(); + } + if (count == 0) { + block->insert({std::move(res_col), std::make_shared(), expr_name()}); + *result_column_id = static_cast(block->get_columns().size() - 1); + return Status::OK(); + } + const int64_t* delete_rows = _deleted_rows.data(); + const int64_t* delete_rows_end = delete_rows + _deleted_rows.size(); + const int64_t* start_pos = std::lower_bound(delete_rows, delete_rows_end, row_ids[0]); + int64_t start_index = start_pos - delete_rows; + const int64_t* end_pos = std::upper_bound(start_pos, delete_rows_end, row_ids[count - 1]); + const int64_t end_index = end_pos - delete_rows; + + while (start_index < end_index) { + int64_t delete_row = delete_rows[start_index]; + if (const auto it = std::ranges::lower_bound(row_ids, delete_row); + it != row_ids.end() && *it == delete_row) { + const size_t index = it - row_ids.begin(); + res_col->get_data()[index] = true; + } + ++start_index; + } + block->insert({std::move(res_col), std::make_shared(), expr_name()}); + *result_column_id = static_cast(block->get_columns().size() - 1); + return Status::OK(); +} + +std::string DeletePredicate::debug_string() const { + return _expr_name; +} + +} // namespace doris::format diff --git a/be/src/format_v2/expr/delete_predicate.h b/be/src/format_v2/expr/delete_predicate.h new file mode 100644 index 00000000000000..dce2de3edf278e --- /dev/null +++ b/be/src/format_v2/expr/delete_predicate.h @@ -0,0 +1,60 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include + +#include "common/object_pool.h" +#include "common/status.h" +#include "exprs/function_context.h" +#include "exprs/vexpr.h" + +namespace doris { +class RowDescriptor; +class RuntimeState; +class TExprNode; +class Block; +class VExprContext; +} // namespace doris + +namespace doris::format { + +class DeletePredicate final : public VExpr { + ENABLE_FACTORY_CREATOR(DeletePredicate); + +public: + DeletePredicate(const std::vector& deleted_rows); + ~DeletePredicate() override = default; + Status execute(VExprContext* context, Block* block, int* result_column_id) const override; + Status execute_column_impl(VExprContext* context, const Block* block, const Selector* selector, + size_t count, ColumnPtr& result_column) const override { + return Status::InternalError("Not implement DeletePredicate::execute_column_impl"); + } + Status prepare(RuntimeState* state, const RowDescriptor& desc, VExprContext* context) override; + Status open(RuntimeState* state, VExprContext* context, + FunctionContext::FunctionStateScope scope) override; + void close(VExprContext* context, FunctionContext::FunctionStateScope scope) override; + std::string debug_string() const override; + uint64_t get_digest(uint64_t seed) const override { return 0; } + const std::string& expr_name() const override { return _expr_name; } + +private: + std::string _expr_name; + const std::vector& _deleted_rows; +}; +} // namespace doris::format diff --git a/be/src/format_v2/expr/equality_delete_predicate.cpp b/be/src/format_v2/expr/equality_delete_predicate.cpp new file mode 100644 index 00000000000000..13454e3b22f116 --- /dev/null +++ b/be/src/format_v2/expr/equality_delete_predicate.cpp @@ -0,0 +1,159 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/expr/equality_delete_predicate.h" + +#include + +#include + +#include "common/status.h" +#include "core/assert_cast.h" +#include "core/block/column_with_type_and_name.h" +#include "core/column/column_nullable.h" +#include "core/column/column_vector.h" +#include "core/data_type/data_type_number.h" + +namespace doris::format { +namespace { + +bool column_value_equal(const ColumnPtr& lhs, size_t lhs_row, const ColumnPtr& rhs, + size_t rhs_row) { + if (lhs->is_nullable() && rhs->is_nullable()) { + return lhs->compare_at(lhs_row, rhs_row, *rhs, -1) == 0; + } + if (lhs->is_nullable()) { + const auto& nullable_lhs = assert_cast(*lhs); + return !nullable_lhs.is_null_at(lhs_row) && + nullable_lhs.get_nested_column().compare_at(lhs_row, rhs_row, *rhs, -1) == 0; + } + if (rhs->is_nullable()) { + const auto& nullable_rhs = assert_cast(*rhs); + return !nullable_rhs.is_null_at(rhs_row) && + lhs->compare_at(lhs_row, rhs_row, nullable_rhs.get_nested_column(), -1) == 0; + } + return lhs->compare_at(lhs_row, rhs_row, *rhs, -1) == 0; +} + +} // namespace + +EqualityDeletePredicate::EqualityDeletePredicate(Block delete_block, std::vector field_ids) + : VExpr(), _delete_block(std::move(delete_block)), _field_ids(std::move(field_ids)) { + _node_type = TExprNodeType::PREDICATE; + _opcode = TExprOpcode::DELETE; + _data_type = std::make_shared(); + _expr_name = "EqualityDeletePredicate"; + DCHECK_EQ(_delete_block.columns(), _field_ids.size()); + _delete_hashes = _build_hashes(_delete_block); + for (size_t row = 0; row < _delete_hashes.size(); ++row) { + _delete_hash_map.emplace(_delete_hashes[row], row); + } +} + +Status EqualityDeletePredicate::prepare(RuntimeState* state, const RowDescriptor& desc, + VExprContext* context) { + RETURN_IF_ERROR_OR_PREPARED(VExpr::prepare(state, desc, context)); + _expr_name = "EqualityDeletePredicate"; + _prepare_finished = true; + return Status::OK(); +} + +Status EqualityDeletePredicate::open(RuntimeState* state, VExprContext* context, + FunctionContext::FunctionStateScope scope) { + DCHECK(_prepare_finished); + for (auto& child : _children) { + RETURN_IF_ERROR(child->open(state, context, scope)); + } + if (scope == FunctionContext::FRAGMENT_LOCAL) { + RETURN_IF_ERROR(VExpr::get_const_col(context, nullptr)); + } + _open_finished = true; + return Status::OK(); +} + +void EqualityDeletePredicate::close(VExprContext* context, + FunctionContext::FunctionStateScope scope) { + VExpr::close(context, scope); +} + +Status EqualityDeletePredicate::execute(VExprContext* context, Block* block, + int* result_column_id) const { + if (_children.size() != _field_ids.size()) { + return Status::InternalError( + "EqualityDeletePredicate should have {} child exprs, but got {}", _field_ids.size(), + _children.size()); + } + + Block data_key_block; + for (const auto& child : _children) { + Block eval_block = *block; + int slot = -1; + RETURN_IF_ERROR(child->execute(context, &eval_block, &slot)); + const auto& key_column = eval_block.get_by_position(slot); + data_key_block.insert({key_column.column, key_column.type, key_column.name}); + } + + const auto rows = data_key_block.rows(); + auto res_col = ColumnBool::create(rows, 0); + if (_delete_hash_map.empty() || rows == 0) { + block->insert({std::move(res_col), std::make_shared(), expr_name()}); + *result_column_id = static_cast(block->columns() - 1); + return Status::OK(); + } + + auto data_hashes = _build_hashes(data_key_block); + auto& result_data = res_col->get_data(); + for (size_t row = 0; row < rows; ++row) { + const auto range = _delete_hash_map.equal_range(data_hashes[row]); + for (auto it = range.first; it != range.second; ++it) { + if (_equal(data_key_block, row, it->second)) { + result_data[row] = true; + break; + } + } + } + + block->insert({std::move(res_col), std::make_shared(), expr_name()}); + *result_column_id = static_cast(block->columns() - 1); + return Status::OK(); +} + +std::vector EqualityDeletePredicate::_build_hashes(const Block& block) { + std::vector hashes(block.rows(), 0); + for (const auto& column : block.get_columns()) { + column->update_hashes_with_value(hashes.data(), nullptr); + } + return hashes; +} + +bool EqualityDeletePredicate::_equal(const Block& data_block, size_t data_row, + size_t delete_row) const { + for (size_t column_idx = 0; column_idx < _delete_block.columns(); ++column_idx) { + const auto& data_column = data_block.get_by_position(column_idx).column; + const auto& delete_column = _delete_block.get_by_position(column_idx).column; + if (!column_value_equal(data_column, data_row, delete_column, delete_row)) { + return false; + } + } + return true; +} + +std::string EqualityDeletePredicate::debug_string() const { + return _expr_name; +} + +} // namespace doris::format diff --git a/be/src/format_v2/expr/equality_delete_predicate.h b/be/src/format_v2/expr/equality_delete_predicate.h new file mode 100644 index 00000000000000..cad16ca387ccd8 --- /dev/null +++ b/be/src/format_v2/expr/equality_delete_predicate.h @@ -0,0 +1,71 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include +#include +#include +#include +#include + +#include "common/status.h" +#include "core/block/block.h" +#include "exprs/function_context.h" +#include "exprs/vexpr.h" + +namespace doris { +class RowDescriptor; +class RuntimeState; +class VExprContext; +} // namespace doris + +namespace doris::format { + +class EqualityDeletePredicate final : public VExpr { + ENABLE_FACTORY_CREATOR(EqualityDeletePredicate); + +public: + EqualityDeletePredicate(Block delete_block, std::vector field_ids); + ~EqualityDeletePredicate() override = default; + + Status execute(VExprContext* context, Block* block, int* result_column_id) const override; + Status execute_column_impl(VExprContext* context, const Block* block, const Selector* selector, + size_t count, ColumnPtr& result_column) const override { + return Status::InternalError("Not implement EqualityDeletePredicate::execute_column_impl"); + } + Status prepare(RuntimeState* state, const RowDescriptor& desc, VExprContext* context) override; + Status open(RuntimeState* state, VExprContext* context, + FunctionContext::FunctionStateScope scope) override; + void close(VExprContext* context, FunctionContext::FunctionStateScope scope) override; + std::string debug_string() const override; + uint64_t get_digest(uint64_t seed) const override { return 0; } + const std::string& expr_name() const override { return _expr_name; } + +private: + static std::vector _build_hashes(const Block& block); + bool _equal(const Block& data_block, size_t data_row, size_t delete_row) const; + + std::string _expr_name; + Block _delete_block; + std::vector _field_ids; + std::vector _delete_hashes; + std::multimap _delete_hash_map; +}; + +} // namespace doris::format diff --git a/be/src/format_v2/file_reader.cpp b/be/src/format_v2/file_reader.cpp new file mode 100644 index 00000000000000..31b3f27c69797d --- /dev/null +++ b/be/src/format_v2/file_reader.cpp @@ -0,0 +1,209 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/file_reader.h" + +#include + +#include "format_v2/column_mapper.h" +#include "io/fs/buffered_reader.h" +#include "io/fs/tracing_file_reader.h" +#include "runtime/runtime_state.h" + +namespace doris::format { +namespace { + +std::unique_ptr clone_struct_predicate_target( + const std::unique_ptr& target) { + return target == nullptr ? nullptr : std::make_unique(*target); +} + +template +std::string join_debug_strings(const std::vector& values, Formatter formatter) { + std::ostringstream out; + out << "["; + for (size_t i = 0; i < values.size(); ++i) { + if (i > 0) { + out << ", "; + } + out << formatter(values[i]); + } + out << "]"; + return out.str(); +} + +std::string int_vector_debug_string(const std::vector& values) { + std::ostringstream out; + out << "["; + for (size_t i = 0; i < values.size(); ++i) { + if (i > 0) { + out << ", "; + } + out << values[i]; + } + out << "]"; + return out.str(); +} + +void append_struct_predicate_path(const FileStructPredicateTarget* target, + std::vector* path) { + DORIS_CHECK(path != nullptr); + for (const auto* current = target; current != nullptr; current = current->child.get()) { + path->push_back(current->file_local_id); + } +} + +std::string struct_predicate_target_debug_string(const FileStructPredicateTarget* target) { + if (target == nullptr) { + return "null"; + } + std::ostringstream out; + out << "{file_local_id=" << target->file_local_id + << ", file_child_name=" << target->file_child_name + << ", child=" << struct_predicate_target_debug_string(target->child.get()) << "}"; + return out.str(); +} + +bool struct_predicate_targets_equal(const FileStructPredicateTarget* lhs, + const FileStructPredicateTarget* rhs) { + while (lhs != nullptr && rhs != nullptr) { + if (lhs->file_local_id != rhs->file_local_id) { + return false; + } + lhs = lhs->child.get(); + rhs = rhs->child.get(); + } + return lhs == nullptr && rhs == nullptr; +} + +} // namespace + +FileStructPredicateTarget::FileStructPredicateTarget(const FileStructPredicateTarget& other) + : file_local_id(other.file_local_id), + file_child_name(other.file_child_name), + child(clone_struct_predicate_target(other.child)) {} + +FileStructPredicateTarget& FileStructPredicateTarget::operator=( + const FileStructPredicateTarget& other) { + if (this == &other) { + return *this; + } + file_local_id = other.file_local_id; + file_child_name = other.file_child_name; + child = clone_struct_predicate_target(other.child); + return *this; +} + +FileNestedPredicateTarget::FileNestedPredicateTarget(const FileNestedPredicateTarget& other) + : file_column_id(other.file_column_id), + struct_target(clone_struct_predicate_target(other.struct_target)) {} + +FileNestedPredicateTarget& FileNestedPredicateTarget::operator=( + const FileNestedPredicateTarget& other) { + if (this == &other) { + return *this; + } + file_column_id = other.file_column_id; + struct_target = clone_struct_predicate_target(other.struct_target); + return *this; +} + +LocalColumnId FileColumnPredicateFilter::effective_file_column_id() const { + return target.is_valid() ? target.file_column_id : file_column_id; +} + +std::vector FileColumnPredicateFilter::effective_file_child_id_path() const { + if (!target.is_valid()) { + return file_child_id_path; + } + std::vector path; + append_struct_predicate_path(target.struct_target.get(), &path); + return path; +} + +bool FileColumnPredicateFilter::same_target_as(const FileColumnPredicateFilter& other) const { + if (target.is_valid() && other.target.is_valid()) { + return target.file_column_id == other.target.file_column_id && + struct_predicate_targets_equal(target.struct_target.get(), + other.target.struct_target.get()); + } + return effective_file_column_id() == other.effective_file_column_id() && + effective_file_child_id_path() == other.effective_file_child_id_path(); +} + +std::string FileColumnPredicateFilter::debug_string() const { + std::ostringstream out; + out << "FileColumnPredicateFilter{target={file_column_id=" << effective_file_column_id() + << ", struct_target=" << struct_predicate_target_debug_string(target.struct_target.get()) + << "}, file_child_id_path=" << int_vector_debug_string(effective_file_child_id_path()) + << ", predicate_count=" << predicates.size() << "}"; + return out.str(); +} + +std::string FileScanRequest::debug_string() const { + std::ostringstream out; + out << "FileScanRequest{predicate_columns=" + << join_debug_strings( + predicate_columns, + [](const LocalColumnIndex& projection) { return projection.debug_string(); }) + << ", non_predicate_columns=" + << join_debug_strings( + non_predicate_columns, + [](const LocalColumnIndex& projection) { return projection.debug_string(); }) + << ", local_positions={"; + size_t position_idx = 0; + for (const auto& [column_id, block_position] : local_positions) { + if (position_idx++ > 0) { + out << ", "; + } + out << column_id << ":" << block_position; + } + out << "}, conjunct_count=" << conjuncts.size() + << ", delete_conjunct_count=" << delete_conjuncts.size() << ", column_predicate_filters=" + << join_debug_strings( + column_predicate_filters, + [](const FileColumnPredicateFilter& filter) { return filter.debug_string(); }) + << "}"; + return out.str(); +} + +Status FileReader::init(RuntimeState* state) { + _init_profile(); + SCOPED_RAW_TIMER(&_reader_statistics.file_reader_create_time); + ++_reader_statistics.open_file_num; + io::FileReaderOptions reader_options = + FileFactory::get_reader_options(state->query_options(), *_file_description); + _file_reader = DORIS_TRY(io::DelegateReader::create_file_reader( + _profile, *_system_properties, *_file_description, reader_options, + io::DelegateReader::AccessMode::RANDOM, _io_ctx)); + // IOContext can be present without file_reader_stats in standalone tests or callers that only + // need extra IO state. TracingFileReader dereferences the stats pointer on every read, so only + // wrap the physical reader when stats collection is actually available. + _tracing_file_reader = _io_ctx && _io_ctx->file_reader_stats + ? std::make_shared( + _file_reader, _io_ctx->file_reader_stats) + : _file_reader; + _eof = false; + return Status::OK(); +} + +std::unique_ptr FileReader::create_column_mapper( + TableColumnMapperOptions options) const { + return std::make_unique(std::move(options)); +} + +} // namespace doris::format diff --git a/be/src/format_v2/file_reader.h b/be/src/format_v2/file_reader.h new file mode 100644 index 00000000000000..6b990351aae928 --- /dev/null +++ b/be/src/format_v2/file_reader.h @@ -0,0 +1,416 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include +#include +#include +#include +#include +#include +#include + +#include "common/status.h" +#include "core/data_type/data_type.h" +#include "core/field.h" +#include "exprs/vexpr_fwd.h" +#include "format_v2/column_data.h" +#include "gen_cpp/PlanNodes_types.h" +#include "io/file_factory.h" +#include "io/fs/file_reader_writer_fwd.h" + +namespace doris { +class Block; +class ColumnPredicate; +struct ConditionCacheContext; + +namespace io { +struct IOContext; +} // namespace io +} // namespace doris + +namespace doris::format { + +class TableColumnMapper; +struct TableColumnMapperOptions; + +// Struct-only nested predicate target used by file-layer pruning. +// +// This intentionally models only a STRUCT field chain. LIST/MAP/repeated predicates need explicit +// quantified semantics, so they must not be encoded here. +struct FileStructPredicateTarget { + int32_t file_local_id = -1; + std::string file_child_name; + std::unique_ptr child; + + FileStructPredicateTarget() = default; + FileStructPredicateTarget(int32_t local_id, std::string child_name, + std::unique_ptr nested_child = nullptr) + : file_local_id(local_id), + file_child_name(std::move(child_name)), + child(std::move(nested_child)) {} + FileStructPredicateTarget(const FileStructPredicateTarget& other); + FileStructPredicateTarget& operator=(const FileStructPredicateTarget& other); + FileStructPredicateTarget(FileStructPredicateTarget&& other) noexcept = default; + FileStructPredicateTarget& operator=(FileStructPredicateTarget&& other) noexcept = default; +}; + +struct FileNestedPredicateTarget { + LocalColumnId file_column_id = LocalColumnId::invalid(); + // Null means the predicate targets the top-level primitive column itself. + std::unique_ptr struct_target; + + FileNestedPredicateTarget() = default; + explicit FileNestedPredicateTarget(LocalColumnId column_id) : file_column_id(column_id) {} + FileNestedPredicateTarget(LocalColumnId column_id, + std::unique_ptr target) + : file_column_id(column_id), struct_target(std::move(target)) {} + FileNestedPredicateTarget(const FileNestedPredicateTarget& other); + FileNestedPredicateTarget& operator=(const FileNestedPredicateTarget& other); + FileNestedPredicateTarget(FileNestedPredicateTarget&& other) noexcept = default; + FileNestedPredicateTarget& operator=(FileNestedPredicateTarget&& other) noexcept = default; + + bool is_valid() const { return file_column_id.is_valid(); } +}; + +// File-local single-column predicates for file-layer pruning, such as min/max, page index, +// dictionary and bloom filter. +// +// Predicates must all belong to target.file_column_id. target.struct_target points to the nested +// primitive leaf under that root; null means the top-level column itself is the primitive leaf. +// These predicates are pruning hints only and are not row-level conjuncts. +struct FileColumnPredicateFilter { + FileNestedPredicateTarget target; + // Compatibility fields for call sites and tests that still construct pruning filters directly. + // New mapper code should fill target; file readers consume target first and only fall back to + // these fields while the API migration is in progress. + LocalColumnId file_column_id = LocalColumnId::invalid(); + std::vector file_child_id_path; + std::vector> predicates; + + LocalColumnId effective_file_column_id() const; + std::vector effective_file_child_id_path() const; + bool same_target_as(const FileColumnPredicateFilter& other) const; + std::string debug_string() const; +}; + +enum class FileFormat { + PARQUET, + ORC, + CSV, + JSON, + TEXT, + JNI, + NATIVE, + ARROW, +}; + +// 通用文件层 scan 请求。 +// 该结构描述所有文件格式都可以共享的 file-local 读取输入。这里不出现 table/global +// schema。所有 schema change、filter localization、default/generated/partition +// 列都应在 table 层完成。 +struct FileScanRequest { + virtual ~FileScanRequest() = default; + + std::string debug_string() const; + + // Columns that must be read before row-level filtering. They are materialized eagerly because + // conjuncts/delete_conjuncts need them to decide the selected rows. + std::vector predicate_columns; + // Columns read after row-level filtering. Predicate columns are also available for output and + // should not be duplicated here. + std::vector non_predicate_columns; + // file-local column id -> file-local output block position. + std::map local_positions; + // Row-level filters converted to file-local expressions from table-level predicates. + VExprContextSPtrs conjuncts; + // Delete predicates converted to file-local expressions. + VExprContextSPtrs delete_conjuncts; + // Single-column predicates used only for file-layer pruning, such as statistics, page index, + // dictionary and bloom filter. They must not be used for batch row-level filtering. + std::vector column_predicate_filters; +}; + +// Helper for constructing the scan-column layout in FileScanRequest. +// +// FileScanRequest keeps predicate and non-predicate columns separate because columnar readers such +// as Parquet can read predicate columns first, filter rows, and then lazily read the remaining +// projected columns. The two lists still share one file-local output block, whose positions are +// stored in local_positions. This builder centralizes the mechanical rules for that shared layout: +// - each root file column gets one stable block position; +// - predicate columns dominate non-predicate columns because they are already returned in the file +// block and can be reused for final materialization; +// - repeated nested projections for the same root are merged instead of duplicated. +// +// TableColumnMapper should still own table-to-file semantic resolution. This helper only owns the +// FileScanRequest layout contract after a file-local projection has been produced. +class FileScanRequestBuilder { +public: + explicit FileScanRequestBuilder(FileScanRequest* request) : _request(request) { + DORIS_CHECK(_request != nullptr); + } + + Status add_predicate_column(LocalColumnIndex projection) { + return _add_column(std::move(projection), &_request->predicate_columns, + /*is_predicate_column=*/true); + } + + Status add_non_predicate_column(LocalColumnIndex projection) { + return _add_column(std::move(projection), &_request->non_predicate_columns, + /*is_predicate_column=*/false); + } + + Status add_predicate_column(LocalColumnId column_id) { + return add_predicate_column(LocalColumnIndex::top_level(column_id)); + } + + Status add_non_predicate_column(LocalColumnId column_id) { + return add_non_predicate_column(LocalColumnIndex::top_level(column_id)); + } + +private: + static LocalIndex _next_block_position(const FileScanRequest& request) { + size_t next_position = 0; + for (const auto& [_, block_position] : request.local_positions) { + next_position = std::max(next_position, block_position.value() + 1); + } + return LocalIndex(next_position); + } + + static void _sort_projection_children_by_file_id(LocalColumnIndex* projection) { + DORIS_CHECK(projection != nullptr); + if (projection->project_all_children) { + return; + } + for (auto& child : projection->children) { + _sort_projection_children_by_file_id(&child); + } + std::ranges::sort(projection->children, + [](const LocalColumnIndex& lhs, const LocalColumnIndex& rhs) { + return lhs.local_id() < rhs.local_id(); + }); + } + + Status _add_column(LocalColumnIndex projection, std::vector* scan_columns, + bool is_predicate_column) { + DORIS_CHECK(scan_columns != nullptr); + const auto file_column_id = projection.column_id(); + DORIS_CHECK(file_column_id != LocalColumnId::invalid()); + if (!is_predicate_column && + std::ranges::find_if(_request->predicate_columns, [&](const LocalColumnIndex& p) { + return p.column_id() == file_column_id; + }) != _request->predicate_columns.end()) { + return Status::OK(); + } + if (!_request->local_positions.contains(file_column_id)) { + _request->local_positions.emplace(file_column_id, _next_block_position(*_request)); + } + + _sort_projection_children_by_file_id(&projection); + auto existing_projection_it = std::ranges::find_if( + *scan_columns, + [&](const LocalColumnIndex& p) { return p.column_id() == file_column_id; }); + if (existing_projection_it == scan_columns->end()) { + scan_columns->push_back(std::move(projection)); + } else { + RETURN_IF_ERROR(merge_local_column_index(&*existing_projection_it, projection)); + _sort_projection_children_by_file_id(&*existing_projection_it); + } + + if (is_predicate_column) { + auto it = std::ranges::find_if( + _request->non_predicate_columns, + [&](const LocalColumnIndex& p) { return p.column_id() == file_column_id; }); + if (it != _request->non_predicate_columns.end()) { + _request->non_predicate_columns.erase(it); + } + } + return Status::OK(); + } + + FileScanRequest* _request = nullptr; +}; + +struct FileAggregateRequest { + struct Column { + // File-local projection for the aggregate column. For nested MIN/MAX, this points to the + // single primitive leaf that can be represented by file statistics. + LocalColumnIndex projection; + }; + + TPushAggOp::type agg_type = TPushAggOp::type::NONE; + std::vector columns; +}; + +struct FileAggregateResult { + struct Column { + // Mirrors FileAggregateRequest::Column::projection so TableReader can put the returned + // aggregate value back into the matching projected nested shape. + LocalColumnIndex projection; + bool has_min = false; + bool has_max = false; + Field min_value; + Field max_value; + }; + + int64_t count = 0; + std::vector columns; +}; + +// 文件物理读取层通用接口。 +// 该接口只描述 file-local schema、file-local scan request 和 file-local block。 +// TableReader/IcebergTableReader 可以通过它组合不同文件格式 reader。 +/** + * +-----> get_schema() -----------------+ + * FileReader() -----> init() ----| -----> close() + * +-----> open() -----> get_block() ----+ + */ +class FileReader { +public: + struct ReaderStatistics { + int32_t filtered_row_groups = 0; + int32_t filtered_row_groups_by_min_max = 0; + int32_t filtered_row_groups_by_bloom_filter = 0; + int32_t read_row_groups = 0; + int64_t filtered_group_rows = 0; + int64_t filtered_page_rows = 0; + int64_t lazy_read_filtered_rows = 0; + int64_t read_rows = 0; + int64_t filtered_bytes = 0; + int64_t column_read_time = 0; + int64_t parse_meta_time = 0; + int64_t parse_footer_time = 0; + int64_t file_footer_read_calls = 0; + int64_t file_footer_hit_cache = 0; + int64_t file_reader_create_time = 0; + int64_t open_file_num = 0; + int64_t row_group_filter_time = 0; + int64_t page_index_filter_time = 0; + int64_t read_page_index_time = 0; + int64_t parse_page_index_time = 0; + int64_t predicate_filter_time = 0; + int64_t dict_filter_rewrite_time = 0; + int64_t bloom_filter_read_time = 0; + }; + + FileReader(std::shared_ptr& system_properties, + std::unique_ptr& file_description, + std::shared_ptr io_ctx, RuntimeProfile* profile) + : _system_properties(system_properties), + _file_description(std::move(file_description)), + _io_ctx(io_ctx), + _profile(profile) {} + virtual ~FileReader() = default; + + // Initialize file reader and parse file metadata. + virtual Status init(RuntimeState* state); + + // Get semantic file-local schema from file metadata. The file schema is determined by file + // format and file content, and does not contain table/global schema semantics. A file reader may + // expose raw file identifiers, such as Parquet field_id, through ColumnDefinition::identifier, + // but it must not interpret table-format semantics such as Iceberg name mapping, + // default/generated columns, or partition columns. File-format physical wrappers should be + // normalized away before exposing this schema; for example, Parquet MAP is exposed as key/value + // children rather than key_value/entry. + // + // Doris plans external-table scan types as nullable, including all nested children of complex + // types. This protects Doris from illegal or inconsistent values produced by external systems. + // Therefore every ColumnDefinition::type returned here must be nullable. Complex types must + // also expose nullable child types recursively, even if the physical file marks those fields as + // required. + // + // This method can only be called after init() successfully, but does not require open() to be + // called. + virtual Status get_schema(std::vector* file_schema) const = 0; + + // Create the mapper that matches this reader's scan-request capabilities. TableReader still + // owns table-format semantics such as BY_NAME/BY_FIELD_ID/BY_INDEX, partition values and + // default expressions; the FileReader only chooses whether file-local requests support columnar + // lazy materialization/pruning or must materialize one flat list of required columns. + virtual std::unique_ptr create_column_mapper( + TableColumnMapperOptions options) const; + + // Open the file reader with file-local scan request. The file reader should initialize its internal state according to the request, but does not need to interpret table/global schema semantics. For example, all schema change, filter localization, default/generated/partition columns should be handled in table reader layer. This method can only be called after init() successfully. + virtual Status open(std::shared_ptr request) { + _request = std::move(request); + return Status::OK(); + } + + // 读取下一批 file-local block。 + // 该方法只能在 open(FileScanRequest) 成功后调用。 + // file_block 的列顺序和类型必须遵守 FileScanRequest，而不是 table/global schema。 + // rows 返回当前批次输出行数；eof 表示当前文件 reader 是否读完；多文件切换由 + // TableReader 负责。 + virtual Status get_block(Block* file_block, size_t* rows, bool* eof) { + // stub 默认立即 EOF。 + if (rows != nullptr) { + *rows = 0; + } + if (eof != nullptr) { + *eof = true; + } + _eof = true; + return Status::OK(); + } + + virtual Status get_aggregate_result(const FileAggregateRequest& request, + FileAggregateResult* result) { + return Status::NotSupported("FileReader does not support aggregate pushdown"); + } + + // Condition cache is managed by TableReader and consumed by physical file readers. + // On cache HIT, readers may skip granules whose cached bit is false before doing column IO. + // On cache MISS, readers mark a granule true when row-level predicates keep at least one row + // in that granule. Readers that cannot map batch rows to stable file-global row ids should + // keep the default no-op implementation. + virtual void set_condition_cache_context(std::shared_ptr ctx) {} + + // Total rows covered by this physical reader. TableReader uses it to pre-size the miss bitmap. + // Readers should return 0 if the metadata is unavailable or the row coordinate is unstable. + virtual int64_t get_total_rows() const { return 0; } + + // 关闭当前物理文件 reader 并释放文件层状态。 + // 该方法不处理 table-level delete/finalize 状态，后者由 TableReader 子类管理。 + virtual Status close() { + _file_reader.reset(); + _tracing_file_reader.reset(); + _io_ctx.reset(); + _eof = true; + return Status::OK(); + } + +protected: + virtual void _init_profile() {} + + io::FileReaderSPtr _file_reader; + // _tracing_file_reader wraps _file_reader. + // _file_reader is original file reader. + // _tracing_file_reader is tracing file reader with io context. + // If io_ctx is null, _tracing_file_reader will be the same as file_reader. + io::FileReaderSPtr _tracing_file_reader = nullptr; + std::shared_ptr _request; + bool _eof = true; + ReaderStatistics _reader_statistics; + std::shared_ptr _system_properties; + std::unique_ptr _file_description; + std::shared_ptr _io_ctx; + RuntimeProfile* _profile = nullptr; +}; + +} // namespace doris::format diff --git a/be/src/format_v2/jni/hudi_jni_reader.cpp b/be/src/format_v2/jni/hudi_jni_reader.cpp new file mode 100644 index 00000000000000..3247e3c683c2de --- /dev/null +++ b/be/src/format_v2/jni/hudi_jni_reader.cpp @@ -0,0 +1,167 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/jni/hudi_jni_reader.h" + +#include + +#include "core/block/block.h" +#include "exprs/vexpr_context.h" +#include "util/string_util.h" +#include "util/uid_util.h" + +namespace doris::format::hudi { +namespace { + +constexpr std::string_view HOODIE_CONF_PREFIX = "hoodie."; +constexpr std::string_view HADOOP_CONF_PREFIX = "hadoop_conf."; + +} // namespace + +Status HudiJniReader::validate_scan_range(const TFileRangeDesc& range) const { + if (!range.__isset.table_format_params) { + return Status::InternalError("missing table_format_params for hudi jni reader"); + } + if (!range.table_format_params.__isset.hudi_params) { + return Status::InternalError("missing hudi_params for hudi jni reader"); + } + const auto& hudi_params = range.table_format_params.hudi_params; + if (!hudi_params.__isset.base_path || hudi_params.base_path.empty()) { + return Status::InternalError( + "missing base_path for hudi jni reader, possibly caused by FE/BE protocol " + "mismatch"); + } + if (!hudi_params.__isset.data_file_path || hudi_params.data_file_path.empty()) { + return Status::InternalError( + "missing data_file_path for hudi jni reader, possibly caused by FE/BE protocol " + "mismatch"); + } + if (!hudi_params.__isset.data_file_length) { + return Status::InternalError( + "missing data_file_length for hudi jni reader, possibly caused by FE/BE " + "protocol mismatch"); + } + if (!hudi_params.__isset.column_names) { + return Status::InternalError( + "missing column_names for hudi jni reader, possibly caused by FE/BE protocol " + "mismatch"); + } + if (!hudi_params.__isset.column_types) { + return Status::InternalError( + "missing column_types for hudi jni reader, possibly caused by FE/BE protocol " + "mismatch"); + } + DORIS_CHECK(hudi_params.column_names.size() == hudi_params.column_types.size()); + if (_scan_params == nullptr) { + return Status::InternalError( + "missing scan params for hudi jni reader, possibly caused by FE/BE protocol " + "mismatch"); + } + return Status::OK(); +} + +std::string HudiJniReader::connector_class() const { + return "org/apache/doris/hudi/HadoopHudiJniScanner"; +} + +Status HudiJniReader::build_scanner_params(std::map* params) const { + DORIS_CHECK(params != nullptr); + DORIS_CHECK(_scan_params != nullptr); + params->clear(); + + const auto& hudi_params = _current_range.table_format_params.hudi_params; + (*params)["base_path"] = hudi_params.base_path; + (*params)["data_file_path"] = hudi_params.data_file_path; + (*params)["data_file_length"] = std::to_string(hudi_params.data_file_length); + (*params)["delta_file_paths"] = join(hudi_params.delta_logs, ","); + (*params)["hudi_column_names"] = join(hudi_params.column_names, ","); + (*params)["hudi_column_types"] = join(hudi_params.column_types, "#"); + (*params)["instant_time"] = hudi_params.instant_time; + (*params)["serde"] = hudi_params.serde; + (*params)["input_format"] = hudi_params.input_format; + if (_runtime_state != nullptr) { + (*params)["query_id"] = print_id(_runtime_state->query_id()); + } + + for (const auto& kv : _scan_params->properties) { + if (kv.first.starts_with(HOODIE_CONF_PREFIX)) { + (*params)[kv.first] = kv.second; + } else { + (*params)[std::string(HADOOP_CONF_PREFIX) + kv.first] = kv.second; + } + } + return Status::OK(); +} + +Status HudiJniReader::build_jni_columns( + std::vector* columns) const { + DORIS_CHECK(columns != nullptr); + columns->clear(); + columns->reserve(_projected_columns.size()); + for (size_t i = 0; i < _projected_columns.size(); ++i) { + const auto& table_column = _projected_columns[i]; + if (table_column.is_partition_key && + find_partition_value(table_column, _partition_values) != nullptr) { + continue; + } + columns->push_back({ + .java_name = table_column.name, + .output_index = i, + .output_type = table_column.type, + .transfer_type = table_column.type, + .replace_type = "not_replace", + }); + } + return Status::OK(); +} + +Status HudiJniReader::finalize_jni_block(Block* jni_block, Block* output_block, size_t* rows) { + DORIS_CHECK(jni_block != nullptr); + DORIS_CHECK(output_block != nullptr); + DORIS_CHECK(rows != nullptr); + const auto original_rows = *rows; + + const auto& columns = jni_columns(); + DORIS_CHECK(columns.size() == jni_block->columns()); + for (size_t i = 0; i < columns.size(); ++i) { + const auto& column = columns[i]; + DORIS_CHECK(column.output_index < output_block->columns()); + output_block->get_by_position(column.output_index).type = column.output_type; + output_block->replace_by_position(column.output_index, + jni_block->get_by_position(i).column); + } + + for (size_t i = 0; i < _projected_columns.size(); ++i) { + const auto& table_column = _projected_columns[i]; + const auto* partition_value = find_partition_value(table_column, _partition_values); + if (!table_column.is_partition_key || partition_value == nullptr) { + continue; + } + output_block->get_by_position(i).type = table_column.type; + output_block->replace_by_position( + i, table_column.type->create_column_const(original_rows, *partition_value)); + } + DORIS_CHECK(output_block->rows() == original_rows); + if (!_conjuncts.empty()) { + RETURN_IF_ERROR( + VExprContext::filter_block(_conjuncts, output_block, output_block->columns())); + } + *rows = output_block->rows(); + return Status::OK(); +} + +} // namespace doris::format::hudi diff --git a/be/src/format_v2/jni/hudi_jni_reader.h b/be/src/format_v2/jni/hudi_jni_reader.h new file mode 100644 index 00000000000000..4beb6f2d1728b6 --- /dev/null +++ b/be/src/format_v2/jni/hudi_jni_reader.h @@ -0,0 +1,43 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include +#include + +#include "common/status.h" +#include "format_v2/jni/jni_table_reader.h" +#include "gen_cpp/PlanNodes_types.h" + +namespace doris::format::hudi { + +class HudiJniReader final : public format::JniTableReader { +public: + ~HudiJniReader() override = default; + +protected: + std::string connector_class() const override; + Status validate_scan_range(const TFileRangeDesc& range) const override; + Status build_scanner_params(std::map* params) const override; + Status build_jni_columns( + std::vector* columns) const override; + Status finalize_jni_block(Block* jni_block, Block* output_block, size_t* rows) override; +}; + +} // namespace doris::format::hudi diff --git a/be/src/format_v2/jni/iceberg_sys_table_reader.cpp b/be/src/format_v2/jni/iceberg_sys_table_reader.cpp new file mode 100644 index 00000000000000..b41d505f886d31 --- /dev/null +++ b/be/src/format_v2/jni/iceberg_sys_table_reader.cpp @@ -0,0 +1,76 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/jni/iceberg_sys_table_reader.h" + +#include + +#include "format/jni/jni_data_bridge.h" +#include "util/string_util.h" + +namespace doris::format::iceberg { +namespace { + +constexpr std::string_view HADOOP_OPTION_PREFIX = "hadoop."; + +} // namespace + +Status IcebergSysTableJniReader::validate_scan_range(const TFileRangeDesc& range) const { + if (!range.__isset.table_format_params) { + return Status::InternalError( + "missing table_format_params for iceberg sys table jni reader"); + } + if (!range.table_format_params.__isset.iceberg_params) { + return Status::InternalError("missing iceberg_params for iceberg sys table jni reader"); + } + if (!range.table_format_params.iceberg_params.__isset.serialized_split || + range.table_format_params.iceberg_params.serialized_split.empty()) { + return Status::InternalError( + "missing serialized_split for iceberg sys table jni reader, " + "possibly caused by FE/BE protocol mismatch"); + } + return Status::OK(); +} + +std::string IcebergSysTableJniReader::connector_class() const { + return "org/apache/doris/iceberg/IcebergSysTableJniScanner"; +} + +Status IcebergSysTableJniReader::build_scanner_params( + std::map* params) const { + DORIS_CHECK(params != nullptr); + params->clear(); + params->emplace("serialized_split", + _current_range.table_format_params.iceberg_params.serialized_split); + + std::vector required_types; + required_types.reserve(_projected_columns.size()); + for (const auto& column : _projected_columns) { + required_types.emplace_back(JniDataBridge::get_jni_type_with_different_string(column.type)); + } + (*params)["required_types"] = join(required_types, "#"); + + if (_scan_params != nullptr && _scan_params->__isset.properties && + !_scan_params->properties.empty()) { + for (const auto& kv : _scan_params->properties) { + (*params)[std::string(HADOOP_OPTION_PREFIX) + kv.first] = kv.second; + } + } + return Status::OK(); +} + +} // namespace doris::format::iceberg diff --git a/be/src/format_v2/jni/iceberg_sys_table_reader.h b/be/src/format_v2/jni/iceberg_sys_table_reader.h new file mode 100644 index 00000000000000..be254c39f3ffb5 --- /dev/null +++ b/be/src/format_v2/jni/iceberg_sys_table_reader.h @@ -0,0 +1,40 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include +#include + +#include "common/status.h" +#include "format_v2/jni/jni_table_reader.h" +#include "gen_cpp/PlanNodes_types.h" + +namespace doris::format::iceberg { + +class IcebergSysTableJniReader final : public format::JniTableReader { +public: + ~IcebergSysTableJniReader() override = default; + +protected: + std::string connector_class() const override; + Status validate_scan_range(const TFileRangeDesc& range) const override; + Status build_scanner_params(std::map* params) const override; +}; + +} // namespace doris::format::iceberg diff --git a/be/src/format_v2/jni/jdbc_reader.cpp b/be/src/format_v2/jni/jdbc_reader.cpp new file mode 100644 index 00000000000000..e0391f3a13a8f0 --- /dev/null +++ b/be/src/format_v2/jni/jdbc_reader.cpp @@ -0,0 +1,187 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/jni/jdbc_reader.h" + +#include +#include + +#include "common/cast_set.h" +#include "core/assert_cast.h" +#include "core/block/block.h" +#include "core/block/columns_with_type_and_name.h" +#include "core/column/column_nullable.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_string.h" +#include "exprs/function/simple_function_factory.h" +#include "exprs/vexpr_context.h" +#include "format_v2/table_reader.h" +#include "util/jdbc_utils.h" + +namespace doris::format::jdbc { + +std::string JdbcJniReader::connector_class() const { + return "org/apache/doris/jdbc/JdbcJniScanner"; +} + +Status JdbcJniReader::prepare_split(const format::SplitReadOptions& options) { + _jdbc_params.clear(); + if (options.current_range.__isset.table_format_params && + options.current_range.table_format_params.table_format_type == "jdbc") { + _jdbc_params = std::map( + options.current_range.table_format_params.jdbc_params.begin(), + options.current_range.table_format_params.jdbc_params.end()); + } + return format::JniTableReader::prepare_split(options); +} + +// need pass to the java side, so the java scanner can parse the params and construct the JDBC connection +Status JdbcJniReader::build_scanner_params(std::map* params) const { + DORIS_CHECK(params != nullptr); + *params = _jdbc_params; + if (params->contains("jdbc_driver_url")) { + std::string resolved; + if (JdbcUtils::resolve_driver_url((*params)["jdbc_driver_url"], &resolved).ok()) { + (*params)["jdbc_driver_url"] = resolved; + } + } + return Status::OK(); +} + +Status JdbcJniReader::build_jni_columns( + std::vector* columns) const { + DORIS_CHECK(columns != nullptr); + columns->clear(); + columns->reserve(_projected_columns.size()); + for (size_t i = 0; i < _projected_columns.size(); ++i) { + const auto& table_column = _projected_columns[i]; + const auto primitive_type = remove_nullable(table_column.type)->get_primitive_type(); + columns->push_back({ + .java_name = table_column.name, + .output_index = i, + .output_type = table_column.type, + .transfer_type = _transfer_type_for(table_column.type), + .replace_type = _replace_type_for(primitive_type), + }); + } + return Status::OK(); +} + +Status JdbcJniReader::finalize_jni_block(Block* jni_block, Block* output_block, size_t* rows) { + DORIS_CHECK(jni_block != nullptr); + DORIS_CHECK(output_block != nullptr); + DORIS_CHECK(rows != nullptr); + const auto original_rows = *rows; + const auto& columns = jni_columns(); + DORIS_CHECK(columns.size() == jni_block->columns()); + + for (size_t i = 0; i < columns.size(); ++i) { + const auto& column = columns[i]; + DORIS_CHECK(column.output_type != nullptr); + DORIS_CHECK(column.output_index < output_block->columns()); + if (_is_special_type(remove_nullable(column.output_type)->get_primitive_type())) { + RETURN_IF_ERROR(_cast_string_to_special_type(column, jni_block, i, output_block, + original_rows)); + continue; + } + output_block->get_by_position(column.output_index).type = column.output_type; + output_block->replace_by_position(column.output_index, + jni_block->get_by_position(i).column); + } + DORIS_CHECK(output_block->rows() == original_rows); + if (!_conjuncts.empty()) { + RETURN_IF_ERROR( + VExprContext::filter_block(_conjuncts, output_block, output_block->columns())); + } + *rows = output_block->rows(); + return Status::OK(); +} + +std::string JdbcJniReader::_replace_type_for(PrimitiveType type) const { + switch (type) { + case PrimitiveType::TYPE_BITMAP: + return "bitmap"; + case PrimitiveType::TYPE_HLL: + return "hll"; + case PrimitiveType::TYPE_QUANTILE_STATE: + return "quantile_state"; + case PrimitiveType::TYPE_JSONB: + return "jsonb"; + default: + return "not_replace"; + } +} + +bool JdbcJniReader::_is_special_type(PrimitiveType type) const { + return type == PrimitiveType::TYPE_BITMAP || type == PrimitiveType::TYPE_HLL || + type == PrimitiveType::TYPE_QUANTILE_STATE || type == PrimitiveType::TYPE_JSONB; +} + +DataTypePtr JdbcJniReader::_transfer_type_for(const DataTypePtr& output_type) const { + DORIS_CHECK(output_type != nullptr); + if (!_is_special_type(remove_nullable(output_type)->get_primitive_type())) { + return output_type; + } + DataTypePtr string_type = std::make_shared(); + if (output_type->is_nullable()) { + string_type = make_nullable(string_type); + } + return string_type; +} + +Status JdbcJniReader::_cast_string_to_special_type(const format::JniTableReader::JniColumn& column, + Block* jni_block, size_t jni_column_index, + Block* output_block, size_t rows) { + DORIS_CHECK(column.output_type != nullptr); + DORIS_CHECK(column.transfer_type != nullptr); + const auto target_type = column.output_type; + const auto target_type_name = target_type->get_name(); + + ColumnPtr input_column = jni_block->get_by_position(jni_column_index).column; + ColumnPtr cast_param = target_type->create_column_const_with_default_value(1); + + ColumnsWithTypeAndName argument_template; + argument_template.reserve(2); + argument_template.emplace_back(std::move(input_column), column.transfer_type, + "java.sql.String"); + argument_template.emplace_back(std::move(cast_param), target_type, target_type_name); + + FunctionBasePtr cast_function = SimpleFunctionFactory::instance().get_function( + "CAST", argument_template, make_nullable(target_type)); + if (cast_function == nullptr) { + return Status::InternalError("Failed to find CAST function for type {}", target_type_name); + } + + Block cast_block(argument_template); + const auto result_idx = cast_set(cast_block.columns()); + cast_block.insert({nullptr, make_nullable(target_type), "cast_result"}); + RETURN_IF_ERROR( + cast_function->execute(nullptr, cast_block, {0}, result_idx, cast_set(rows))); + + auto result_column = cast_block.get_by_position(result_idx).column; + output_block->get_by_position(column.output_index).type = target_type; + if (target_type->is_nullable()) { + output_block->replace_by_position(column.output_index, result_column); + } else { + const auto* nullable_column = assert_cast(result_column.get()); + output_block->replace_by_position(column.output_index, + nullable_column->get_nested_column_ptr()); + } + return Status::OK(); +} + +} // namespace doris::format::jdbc diff --git a/be/src/format_v2/jni/jdbc_reader.h b/be/src/format_v2/jni/jdbc_reader.h new file mode 100644 index 00000000000000..91a5878cb4622f --- /dev/null +++ b/be/src/format_v2/jni/jdbc_reader.h @@ -0,0 +1,56 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include +#include + +#include "common/status.h" +#include "core/data_type/data_type.h" +#include "core/types.h" +#include "format_v2/jni/jni_table_reader.h" +#include "gen_cpp/PlanNodes_types.h" + +namespace doris::format::jdbc { + +class JdbcJniReader final : public format::JniTableReader { +public: + ~JdbcJniReader() override = default; + + Status prepare_split(const format::SplitReadOptions& options) override; + +protected: + std::string connector_class() const override; + Status build_scanner_params(std::map* params) const override; + Status build_jni_columns( + std::vector* columns) const override; + Status finalize_jni_block(Block* jni_block, Block* output_block, size_t* rows) override; + +private: + bool _is_special_type(PrimitiveType type) const; + std::string _replace_type_for(PrimitiveType type) const; + DataTypePtr _transfer_type_for(const DataTypePtr& output_type) const; + Status _cast_string_to_special_type(const format::JniTableReader::JniColumn& column, + Block* jni_block, size_t jni_column_index, + Block* output_block, size_t rows); + + std::map _jdbc_params; +}; + +} // namespace doris::format::jdbc diff --git a/be/src/format_v2/jni/jni_table_reader.cpp b/be/src/format_v2/jni/jni_table_reader.cpp new file mode 100644 index 00000000000000..9245b2545f9162 --- /dev/null +++ b/be/src/format_v2/jni/jni_table_reader.cpp @@ -0,0 +1,384 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/jni/jni_table_reader.h" + +#include + +#include "common/cast_set.h" +#include "core/block/block.h" +#include "exprs/vexpr_context.h" +#include "runtime/descriptors.h" +#include "runtime/runtime_state.h" +#include "util/string_util.h" + +namespace doris::format { + +Status JniTableReader::init(TableReadOptions&& options) { + RETURN_IF_ERROR(TableReader::init(std::move(options))); + _init_profile(); + + // JNI readers do not go through TableReader::open_reader(), where file-local filters are + // prepared for file readers. They execute table-level conjuncts directly on the JNI block. + RowDescriptor row_desc; + for (const auto& conjunct : _conjuncts) { + RETURN_IF_ERROR(conjunct->prepare(_runtime_state, row_desc)); + RETURN_IF_ERROR(conjunct->open(_runtime_state)); + } + return Status::OK(); +} + +Status JniTableReader::prepare_split(const SplitReadOptions& options) { + _current_range = options.current_range; + RETURN_IF_ERROR(validate_scan_range(options.current_range)); + RETURN_IF_ERROR(TableReader::prepare_split(options)); + DORIS_CHECK(!_closed); + DORIS_CHECK(!_scanner_opened); + if (_is_table_level_count_active()) { + return Status::OK(); + } + // Subclasses populate split-specific scanner params before calling this method, so the Java + // scanner can be opened here instead of being lazily opened by the first get_block() call. + return _open_jni_scanner(); +} + +Status JniTableReader::get_block(Block* output_block, bool* eos) { + DORIS_CHECK(output_block != nullptr); + DORIS_CHECK(eos != nullptr); + DORIS_CHECK(output_block->columns() == _projected_columns.size()); + output_block->clear_column_data(_projected_columns.size()); + if (_is_table_level_count_active()) { + return _read_table_level_count(output_block, eos); + } + + DORIS_CHECK(_scanner_opened); + if (_eof) { + *eos = true; + return Status::OK(); + } + + while (true) { + size_t current_rows = 0; + bool current_eof = false; + // get next block data from Java scanner, and fill the data to _jni_block_template + RETURN_IF_ERROR(_get_next_jni_block(¤t_rows, ¤t_eof)); + if (current_eof) { + _eof = true; + RETURN_IF_ERROR(_close_jni_scanner()); + *eos = true; + return Status::OK(); + } + + RETURN_IF_ERROR(finalize_jni_block(&_jni_block_template, output_block, ¤t_rows)); + if (current_rows == 0) { + output_block->clear_column_data(_projected_columns.size()); + continue; + } + *eos = false; + return Status::OK(); + } +} + +Status JniTableReader::_get_next_jni_block(size_t* rows, bool* eof) { + DORIS_CHECK(rows != nullptr); + DORIS_CHECK(eof != nullptr); + *rows = 0; + _jni_block_template.clear_column_data(_jni_columns.size()); + + JNIEnv* env = nullptr; + RETURN_IF_ERROR(Jni::Env::Get(&env)); + long meta_address = 0; + { + SCOPED_RAW_TIMER(&_java_scan_watcher); + //getNextBatchMeta function, return the meta address + RETURN_IF_ERROR(_jni_scanner_obj.call_long_method(env, _jni_scanner_get_next_batch) + .call(&meta_address)); + } + RETURN_ERROR_IF_EXC(env); + if (meta_address == 0) { + *eof = true; + return Status::OK(); + } + + JniDataBridge::TableMetaAddress table_meta(meta_address); + const auto num_rows = table_meta.next_meta_as_long(); + if (num_rows == 0) { + *eof = true; + return Status::OK(); + } + + *rows = cast_set(num_rows); + // fill data from Java table meta to C++ block + RETURN_IF_ERROR(_fill_jni_block(table_meta, *rows)); + // call releaseTable() method in JAVA side to release the Java table Heap free Memory + RETURN_IF_ERROR(_jni_scanner_obj.call_void_method(env, _jni_scanner_release_table).call()); + RETURN_ERROR_IF_EXC(env); + *eof = false; + return Status::OK(); +} + +// Java table to C++ block +Status JniTableReader::_fill_jni_block(JniDataBridge::TableMetaAddress& table_meta, + size_t num_rows) { + SCOPED_RAW_TIMER(&_fill_block_watcher); + JNIEnv* env = nullptr; + RETURN_IF_ERROR(Jni::Env::Get(&env)); + for (size_t i = 0; i < _jni_columns.size(); ++i) { + const auto& read_column = _jni_columns[i]; + auto& column_with_type_and_name = _jni_block_template.get_by_position(i); + auto& column_ptr = column_with_type_and_name.column; + RETURN_IF_ERROR(JniDataBridge::fill_column(table_meta, column_ptr, + read_column.transfer_type, num_rows)); + // call releaseColumn(int columnIndex) method in JAVA side to release the Java column Heap free Memory + RETURN_IF_ERROR(_jni_scanner_obj.call_void_method(env, _jni_scanner_release_column) + .with_arg(cast_set(i)) + .call()); + RETURN_ERROR_IF_EXC(env); + } + return Status::OK(); +} + +Status JniTableReader::finalize_jni_block(Block* jni_block, Block* output_block, size_t* rows) { + DORIS_CHECK(jni_block != nullptr); + DORIS_CHECK(output_block != nullptr); + DORIS_CHECK(rows != nullptr); + DORIS_CHECK(jni_block->columns() == _jni_columns.size()); + const auto original_rows = *rows; + for (size_t i = 0; i < _jni_columns.size(); ++i) { + const auto& column = _jni_columns[i]; + DORIS_CHECK(column.output_index < output_block->columns()); + output_block->get_by_position(column.output_index).type = column.output_type; + output_block->replace_by_position(column.output_index, + jni_block->get_by_position(i).column); + } + DORIS_CHECK(output_block->rows() == original_rows); + // Apply conjuncts on the output block + if (!_conjuncts.empty()) { + RETURN_IF_ERROR( + VExprContext::filter_block(_conjuncts, output_block, output_block->columns())); + } + *rows = output_block->rows(); + return Status::OK(); +} + +Status JniTableReader::build_jni_columns(std::vector* columns) const { + DORIS_CHECK(columns != nullptr); + columns->clear(); + columns->reserve(_projected_columns.size()); + for (size_t i = 0; i < _projected_columns.size(); ++i) { + const auto& table_column = _projected_columns[i]; + columns->push_back({ + .java_name = table_column.name, + .output_index = i, + .output_type = table_column.type, + .transfer_type = table_column.type, + .replace_type = "not_replace", + }); + } + return Status::OK(); +} + +int64_t JniTableReader::self_split_weight() const { + return _current_range.__isset.self_split_weight ? _current_range.self_split_weight : -1; +} + +Status JniTableReader::close() { + if (_closed) { + return Status::OK(); + } + _closed = true; + RETURN_IF_ERROR(_close_jni_scanner()); + return TableReader::close(); +} + +Status JniTableReader::_close_jni_scanner() { + if (!_scanner_opened) { + JNIEnv* env = nullptr; + if (!_jni_scanner_obj.uninitialized()) { + RETURN_IF_ERROR(Jni::Env::Get(&env)); + } + _reset_split_state(env); + return Status::OK(); + } + + JNIEnv* env = nullptr; + RETURN_IF_ERROR(Jni::Env::Get(&env)); + if (_scanner_profile != nullptr) { + COUNTER_UPDATE(_open_scanner_time, _jni_scanner_open_watcher); + COUNTER_UPDATE(_fill_block_time, _fill_block_watcher); + } + + RETURN_ERROR_IF_EXC(env); + jlong append_data_time = 0; + RETURN_IF_ERROR(_jni_scanner_obj.call_long_method(env, _jni_scanner_get_append_data_time) + .call(&append_data_time)); + jlong create_vector_table_time = 0; + RETURN_IF_ERROR( + _jni_scanner_obj.call_long_method(env, _jni_scanner_get_create_vector_table_time) + .call(&create_vector_table_time)); + if (_scanner_profile != nullptr) { + COUNTER_UPDATE(_java_append_data_time, append_data_time); + COUNTER_UPDATE(_java_create_vector_table_time, create_vector_table_time); + COUNTER_UPDATE(_java_scan_time, + _java_scan_watcher - append_data_time - create_vector_table_time); + _max_time_split_weight_counter->conditional_update( + _jni_scanner_open_watcher + _fill_block_watcher + _java_scan_watcher, + self_split_weight()); + } + + // _fill_jni_block may fail before releasing the current Java table. JniScanner::releaseTable() + // is idempotent, so closing the split always releases it. + RETURN_IF_ERROR(_jni_scanner_obj.call_void_method(env, _jni_scanner_release_table).call()); + RETURN_IF_ERROR(_jni_scanner_obj.call_void_method(env, _jni_scanner_close).call()); + _reset_split_state(env); + return Status::OK(); +} + +void JniTableReader::_reset_split_state(JNIEnv* env) { + if (!_jni_scanner_obj.uninitialized()) { + DORIS_CHECK(env != nullptr); + _jni_scanner_obj.reset(env); + } + _scanner_opened = false; + _eof = false; + _scanner_params.clear(); + _jni_columns.clear(); + _jni_block_template.clear(); + _jni_scanner_open_watcher = 0; + _java_scan_watcher = 0; + _fill_block_watcher = 0; +} + +Status JniTableReader::_open_jni_scanner() { + // subclasses build map _scanner_params to JAVA side + RETURN_IF_ERROR(build_scanner_params(&_scanner_params)); + // subclasses build _jni_columns info to JAVA side, including column name and column type + RETURN_IF_ERROR(build_jni_columns(&_jni_columns)); + // _jni_columns info is used to build Java scanner schema params and JNI block template. + _prepare_jni_scanner_schema(); + + if (_runtime_state != nullptr) { + _batch_size = _runtime_state->batch_size(); + _scanner_params["time_zone"] = _runtime_state->timezone(); + } + + JNIEnv* env = nullptr; + RETURN_IF_ERROR(Jni::Env::Get(&env)); + SCOPED_RAW_TIMER(&_jni_scanner_open_watcher); + RETURN_IF_ERROR(_register_jni_class_functions_once(env)); + RETURN_IF_ERROR(_create_jni_scanner_object(env, cast_set(_batch_size))); + // call open() method in JAVA side. + RETURN_IF_ERROR(_jni_scanner_obj.call_void_method(env, _jni_scanner_open).call()); + RETURN_ERROR_IF_EXC(env); + + _scanner_opened = true; + return Status::OK(); +} + +void JniTableReader::_prepare_jni_scanner_schema() { + std::vector required_fields; + std::vector column_types; + std::vector replace_types; + required_fields.reserve(_jni_columns.size()); + column_types.reserve(_jni_columns.size()); + replace_types.reserve(_jni_columns.size()); + _jni_block_template.clear(); + _jni_block_template.reserve(_jni_columns.size()); + + bool has_replace_type = false; + for (const auto& column : _jni_columns) { + DORIS_CHECK(column.transfer_type != nullptr); + required_fields.push_back(column.java_name); + column_types.push_back( + JniDataBridge::get_jni_type_with_different_string(column.transfer_type)); + replace_types.push_back(column.replace_type); + has_replace_type = has_replace_type || column.replace_type != "not_replace"; + _jni_block_template.insert( + {column.transfer_type->create_column(), column.transfer_type, column.java_name}); + } + _scanner_params["required_fields"] = join(required_fields, ","); + _scanner_params["columns_types"] = join(column_types, "#"); + if (has_replace_type) { + _scanner_params["replace_string"] = join(replace_types, ","); + } +} + +Status JniTableReader::_register_jni_class_functions_once(JNIEnv* env) { + if (!_jni_scanner_cls.uninitialized()) { + return Status::OK(); + } + + RETURN_IF_ERROR( + Jni::Util::get_jni_scanner_class(env, connector_class().c_str(), &_jni_scanner_cls)); + RETURN_IF_ERROR(_jni_scanner_cls.get_method(env, "", "(ILjava/util/Map;)V", + &_jni_scanner_constructor)); + RETURN_IF_ERROR(_jni_scanner_cls.get_method(env, "open", "()V", &_jni_scanner_open)); + RETURN_IF_ERROR(_jni_scanner_cls.get_method(env, "getNextBatchMeta", "()J", + &_jni_scanner_get_next_batch)); + RETURN_IF_ERROR(_jni_scanner_cls.get_method(env, "getAppendDataTime", "()J", + &_jni_scanner_get_append_data_time)); + RETURN_IF_ERROR(_jni_scanner_cls.get_method(env, "getCreateVectorTableTime", "()J", + &_jni_scanner_get_create_vector_table_time)); + RETURN_IF_ERROR(_jni_scanner_cls.get_method(env, "close", "()V", &_jni_scanner_close)); + RETURN_IF_ERROR(_jni_scanner_cls.get_method(env, "releaseColumn", "(I)V", + &_jni_scanner_release_column)); + RETURN_IF_ERROR( + _jni_scanner_cls.get_method(env, "releaseTable", "()V", &_jni_scanner_release_table)); + RETURN_IF_ERROR(_jni_scanner_cls.get_method(env, "getStatistics", "()Ljava/util/Map;", + &_jni_scanner_get_statistics)); + RETURN_IF_ERROR( + _jni_scanner_cls.get_method(env, "setBatchSize", "(I)V", &_jni_scanner_set_batch_size)); + return Status::OK(); +} + +Status JniTableReader::_create_jni_scanner_object(JNIEnv* env, int batch_size) { + DORIS_CHECK(!_jni_scanner_cls.uninitialized()); + DORIS_CHECK(!_jni_scanner_constructor.uninitialized()); + DORIS_CHECK(_jni_scanner_obj.uninitialized()); + Jni::LocalObject hashmap_object; + RETURN_IF_ERROR(Jni::Util::convert_to_java_map(env, _scanner_params, &hashmap_object)); + RETURN_IF_ERROR(_jni_scanner_cls.new_object(env, _jni_scanner_constructor) + .with_arg(batch_size) + .with_arg(hashmap_object) + .call(&_jni_scanner_obj)); + return Status::OK(); +} + +void JniTableReader::_init_profile() { + if (_scanner_profile == nullptr) { + return; + } + const auto connector_name = _connector_name(); + ADD_TIMER(_scanner_profile, connector_name); + _open_scanner_time = ADD_CHILD_TIMER(_scanner_profile, "OpenScannerTime", connector_name); + _java_scan_time = ADD_CHILD_TIMER(_scanner_profile, "JavaScanTime", connector_name); + _java_append_data_time = + ADD_CHILD_TIMER(_scanner_profile, "JavaAppendDataTime", connector_name); + _java_create_vector_table_time = + ADD_CHILD_TIMER(_scanner_profile, "JavaCreateVectorTableTime", connector_name); + _fill_block_time = ADD_CHILD_TIMER(_scanner_profile, "FillBlockTime", connector_name); + _max_time_split_weight_counter = _scanner_profile->add_conditition_counter( + "MaxTimeSplitWeight", TUnit::UNIT, [](int64_t _c, int64_t c) { return c > _c; }, + connector_name); +} + +std::string JniTableReader::_connector_name() const { + const auto parts = split(connector_class(), "/"); + return parts.empty() ? connector_class() : parts.back(); +} + +} // namespace doris::format diff --git a/be/src/format_v2/jni/jni_table_reader.h b/be/src/format_v2/jni/jni_table_reader.h new file mode 100644 index 00000000000000..4d1b0f4768cf8d --- /dev/null +++ b/be/src/format_v2/jni/jni_table_reader.h @@ -0,0 +1,118 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include +#include + +#include "common/status.h" +#include "core/data_type/data_type.h" +#include "format/jni/jni_data_bridge.h" +#include "format_v2/table_reader.h" +#include "runtime/runtime_profile.h" +#include "util/jni-util.h" + +namespace doris::format { + +class JniTableReader : public TableReader { +public: + struct JniColumn { + std::string java_name; + // The index of the column in the output block, which is used to place the data from Java side to the correct position in the output block. + size_t output_index = 0; + // The original output type of the column, which is used for type casting after getting the data from Java side. like Bitmap column + // For columns without special types, the transfer_type and output_type are the same. + DataTypePtr output_type; + //Bitmap Type transfer type is String, so the Java scanner will convert the Bitmap column to String before transferring the data to C++, and then C++ side can convert the String back to Bitmap. + DataTypePtr transfer_type; + std::string replace_type = "not_replace"; + }; + + ~JniTableReader() override = default; + + Status init(TableReadOptions&& options) override; + Status prepare_split(const SplitReadOptions& options) override; + Status get_block(Block* block, bool* eos) override; + Status close() override; + +protected: + // Subclasses should implement these methods to specify the Java scanner class + virtual std::string connector_class() const = 0; + virtual Status validate_scan_range(const TFileRangeDesc&) const { return Status::OK(); } + // Subclasses should implement this method to build the scanner params map + virtual Status build_scanner_params(std::map* params) const = 0; + // Subclasses can override this method when Java transfer types differ from output types. + virtual Status build_jni_columns(std::vector* columns) const; + virtual Status finalize_jni_block(Block* jni_block, Block* output_block, size_t* rows); + // used for profile + virtual int64_t self_split_weight() const; + const std::vector& jni_columns() const { return _jni_columns; } + TFileRangeDesc _current_range; + +private: + // init + void _init_profile(); + std::string _connector_name() const; + // open + Status _open_jni_scanner(); + void _reset_split_state(JNIEnv* env); + void _prepare_jni_scanner_schema(); + Status _register_jni_class_functions_once(JNIEnv* env); + Status _create_jni_scanner_object(JNIEnv* env, int batch_size); + // get_next + Status _get_next_jni_block(size_t* rows, bool* eof); + Status _fill_jni_block(JniDataBridge::TableMetaAddress& table_meta, size_t num_rows); + + Status _close_jni_scanner(); + + std::map _scanner_params; + std::vector _jni_columns; + Block _jni_block_template; + + bool _closed = false; + bool _scanner_opened = false; + bool _eof = false; + size_t _batch_size = 0; + + RuntimeProfile::Counter* _open_scanner_time = nullptr; + RuntimeProfile::Counter* _java_scan_time = nullptr; + RuntimeProfile::Counter* _java_append_data_time = nullptr; + RuntimeProfile::Counter* _java_create_vector_table_time = nullptr; + RuntimeProfile::Counter* _fill_block_time = nullptr; + RuntimeProfile::ConditionCounter* _max_time_split_weight_counter = nullptr; + + int64_t _jni_scanner_open_watcher = 0; + int64_t _java_scan_watcher = 0; + int64_t _fill_block_watcher = 0; + + Jni::GlobalClass _jni_scanner_cls; + Jni::GlobalObject _jni_scanner_obj; + Jni::MethodId _jni_scanner_constructor; + Jni::MethodId _jni_scanner_open; + Jni::MethodId _jni_scanner_get_append_data_time; + Jni::MethodId _jni_scanner_get_create_vector_table_time; + Jni::MethodId _jni_scanner_get_next_batch; + Jni::MethodId _jni_scanner_close; + Jni::MethodId _jni_scanner_release_column; + Jni::MethodId _jni_scanner_release_table; + Jni::MethodId _jni_scanner_get_statistics; + Jni::MethodId _jni_scanner_set_batch_size; +}; + +} // namespace doris::format diff --git a/be/src/format_v2/jni/max_compute_jni_reader.cpp b/be/src/format_v2/jni/max_compute_jni_reader.cpp new file mode 100644 index 00000000000000..a26e9e229b5d82 --- /dev/null +++ b/be/src/format_v2/jni/max_compute_jni_reader.cpp @@ -0,0 +1,149 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/jni/max_compute_jni_reader.h" + +#include "core/block/block.h" +#include "exprs/vexpr_context.h" + +namespace doris::format::max_compute { + +MaxComputeJniReader::MaxComputeJniReader(const doris::MaxComputeTableDescriptor* table_desc) + : _table_desc(table_desc) {} + +Status MaxComputeJniReader::validate_scan_range(const TFileRangeDesc& range) const { + if (!range.__isset.table_format_params) { + return Status::InternalError("missing table_format_params for max compute jni reader"); + } + if (!range.table_format_params.__isset.max_compute_params) { + return Status::InternalError("missing max_compute_params for max compute jni reader"); + } + const auto& max_compute_params = range.table_format_params.max_compute_params; + if (!max_compute_params.__isset.session_id || max_compute_params.session_id.empty()) { + return Status::InternalError( + "missing session_id for max compute jni reader, possibly caused by FE/BE " + "protocol mismatch"); + } + if (!max_compute_params.__isset.table_batch_read_session || + max_compute_params.table_batch_read_session.empty()) { + return Status::InternalError( + "missing table_batch_read_session for max compute jni reader, possibly caused " + "by FE/BE protocol mismatch"); + } + if (!range.__isset.start_offset) { + return Status::InternalError( + "missing start_offset for max compute jni reader, possibly caused by FE/BE " + "protocol mismatch"); + } + if (!range.__isset.size) { + return Status::InternalError( + "missing size for max compute jni reader, possibly caused by FE/BE protocol " + "mismatch"); + } + if (_scan_params == nullptr) { + return Status::InternalError( + "missing scan params for max compute jni reader, possibly caused by FE/BE " + "protocol mismatch"); + } + return Status::OK(); +} + +std::string MaxComputeJniReader::connector_class() const { + return "org/apache/doris/maxcompute/MaxComputeJniScanner"; +} + +Status MaxComputeJniReader::build_scanner_params(std::map* params) const { + DORIS_CHECK(params != nullptr); + DORIS_CHECK(_table_desc != nullptr); + params->clear(); + + *params = _table_desc->properties(); + (*params)["endpoint"] = _table_desc->endpoint(); + (*params)["quota"] = _table_desc->quota(); + (*params)["project"] = _table_desc->project(); + (*params)["table"] = _table_desc->table(); + + const auto& max_compute_params = _current_range.table_format_params.max_compute_params; + (*params)["session_id"] = max_compute_params.session_id; + (*params)["scan_serializer"] = max_compute_params.table_batch_read_session; + (*params)["start_offset"] = std::to_string(_current_range.start_offset); + (*params)["split_size"] = std::to_string(_current_range.size); + (*params)["connect_timeout"] = std::to_string(max_compute_params.connect_timeout); + (*params)["read_timeout"] = std::to_string(max_compute_params.read_timeout); + (*params)["retry_count"] = std::to_string(max_compute_params.retry_times); + return Status::OK(); +} + +Status MaxComputeJniReader::build_jni_columns( + std::vector* columns) const { + DORIS_CHECK(columns != nullptr); + columns->clear(); + columns->reserve(_projected_columns.size()); + for (size_t i = 0; i < _projected_columns.size(); ++i) { + const auto& table_column = _projected_columns[i]; + if (table_column.is_partition_key && + find_partition_value(table_column, _partition_values) != nullptr) { + continue; + } + columns->push_back({ + .java_name = table_column.name, + .output_index = i, + .output_type = table_column.type, + .transfer_type = table_column.type, + .replace_type = "not_replace", + }); + } + return Status::OK(); +} + +Status MaxComputeJniReader::finalize_jni_block(Block* jni_block, Block* output_block, + size_t* rows) { + DORIS_CHECK(jni_block != nullptr); + DORIS_CHECK(output_block != nullptr); + DORIS_CHECK(rows != nullptr); + const auto original_rows = *rows; + + const auto& columns = jni_columns(); + DORIS_CHECK(columns.size() == jni_block->columns()); + for (size_t i = 0; i < columns.size(); ++i) { + const auto& column = columns[i]; + DORIS_CHECK(column.output_index < output_block->columns()); + output_block->get_by_position(column.output_index).type = column.output_type; + output_block->replace_by_position(column.output_index, + jni_block->get_by_position(i).column); + } + + for (size_t i = 0; i < _projected_columns.size(); ++i) { + const auto& table_column = _projected_columns[i]; + const auto* partition_value = find_partition_value(table_column, _partition_values); + if (!table_column.is_partition_key || partition_value == nullptr) { + continue; + } + output_block->get_by_position(i).type = table_column.type; + output_block->replace_by_position( + i, table_column.type->create_column_const(original_rows, *partition_value)); + } + DORIS_CHECK(output_block->rows() == original_rows); + if (!_conjuncts.empty()) { + RETURN_IF_ERROR( + VExprContext::filter_block(_conjuncts, output_block, output_block->columns())); + } + *rows = output_block->rows(); + return Status::OK(); +} + +} // namespace doris::format::max_compute diff --git a/be/src/format_v2/jni/max_compute_jni_reader.h b/be/src/format_v2/jni/max_compute_jni_reader.h new file mode 100644 index 00000000000000..8addce07988e4c --- /dev/null +++ b/be/src/format_v2/jni/max_compute_jni_reader.h @@ -0,0 +1,51 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include +#include + +#include "common/status.h" +#include "format_v2/jni/jni_table_reader.h" +#include "gen_cpp/PlanNodes_types.h" + +namespace doris { +class MaxComputeTableDescriptor; +} // namespace doris + +namespace doris::format::max_compute { + +class MaxComputeJniReader final : public format::JniTableReader { +public: + explicit MaxComputeJniReader(const doris::MaxComputeTableDescriptor* table_desc); + ~MaxComputeJniReader() override = default; + +protected: + std::string connector_class() const override; + Status validate_scan_range(const TFileRangeDesc& range) const override; + Status build_scanner_params(std::map* params) const override; + Status build_jni_columns( + std::vector* columns) const override; + Status finalize_jni_block(Block* jni_block, Block* output_block, size_t* rows) override; + +private: + const doris::MaxComputeTableDescriptor* _table_desc = nullptr; +}; + +} // namespace doris::format::max_compute diff --git a/be/src/format_v2/jni/paimon_jni_reader.cpp b/be/src/format_v2/jni/paimon_jni_reader.cpp new file mode 100644 index 00000000000000..c68cc7b952a5d5 --- /dev/null +++ b/be/src/format_v2/jni/paimon_jni_reader.cpp @@ -0,0 +1,93 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/jni/paimon_jni_reader.h" + +#include + +namespace doris::format::paimon { +namespace { + +constexpr std::string_view PAIMON_OPTION_PREFIX = "paimon."; +constexpr std::string_view HADOOP_OPTION_PREFIX = "hadoop."; + +} // namespace + +Status PaimonJniReader::validate_scan_range(const TFileRangeDesc& range) const { + if (!range.__isset.table_format_params) { + return Status::InternalError("missing table_format_params for paimon jni reader"); + } + if (!range.table_format_params.__isset.paimon_params) { + return Status::InternalError("missing paimon_params for paimon jni reader"); + } + if (!range.table_format_params.paimon_params.__isset.paimon_split || + range.table_format_params.paimon_params.paimon_split.empty()) { + return Status::InternalError( + "missing paimon_split for paimon jni reader, possibly caused by FE/BE protocol " + "mismatch"); + } + if (!range.table_format_params.paimon_params.__isset.reader_type || + range.table_format_params.paimon_params.reader_type != TPaimonReaderType::PAIMON_JNI) { + return Status::InternalError( + "invalid reader_type for paimon jni reader, possibly caused by FE/BE protocol " + "mismatch"); + } + if (_scan_params == nullptr || !_scan_params->__isset.serialized_table || + _scan_params->serialized_table.empty()) { + return Status::InternalError( + "missing serialized_table for paimon jni reader, possibly caused by FE/BE " + "protocol mismatch"); + } + if (!_scan_params->__isset.paimon_predicate || _scan_params->paimon_predicate.empty()) { + return Status::InternalError( + "missing paimon_predicate for paimon jni reader, possibly caused by FE/BE " + "protocol mismatch"); + } + return Status::OK(); +} + +std::string PaimonJniReader::connector_class() const { + return "org/apache/doris/paimon/PaimonJniScanner"; +} + +Status PaimonJniReader::build_scanner_params(std::map* params) const { + DORIS_CHECK(params != nullptr); + DORIS_CHECK(_scan_params != nullptr); + params->clear(); + + const auto& paimon_params = _current_range.table_format_params.paimon_params; + (*params)["paimon_split"] = paimon_params.paimon_split; + (*params)["paimon_predicate"] = _scan_params->paimon_predicate; + (*params)["serialized_table"] = _scan_params->serialized_table; + + if (_scan_params->__isset.paimon_options && !_scan_params->paimon_options.empty()) { + for (const auto& kv : _scan_params->paimon_options) { + (*params)[std::string(PAIMON_OPTION_PREFIX) + kv.first] = kv.second; + } + } + if (_scan_params->__isset.properties && !_scan_params->properties.empty()) { + for (const auto& kv : _scan_params->properties) { + (*params)[std::string(HADOOP_OPTION_PREFIX) + kv.first] = kv.second; + } + } + // TODO: Remove legacy split-level paimon_predicate, paimon_options and hadoop_conf from thrift + // after all readers stop using them. Format V2 Paimon JNI consumes the scan-level fields + // planned by current FE and intentionally does not fall back to deprecated split-level fields. + return Status::OK(); +} + +} // namespace doris::format::paimon diff --git a/be/src/format_v2/jni/paimon_jni_reader.h b/be/src/format_v2/jni/paimon_jni_reader.h new file mode 100644 index 00000000000000..f789edb0b17bd0 --- /dev/null +++ b/be/src/format_v2/jni/paimon_jni_reader.h @@ -0,0 +1,40 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include +#include + +#include "common/status.h" +#include "format_v2/jni/jni_table_reader.h" +#include "gen_cpp/PlanNodes_types.h" + +namespace doris::format::paimon { + +class PaimonJniReader final : public format::JniTableReader { +public: + ~PaimonJniReader() override = default; + +protected: + std::string connector_class() const override; + Status validate_scan_range(const TFileRangeDesc& range) const override; + Status build_scanner_params(std::map* params) const override; +}; + +} // namespace doris::format::paimon diff --git a/be/src/format_v2/jni/trino_connector_jni_reader.cpp b/be/src/format_v2/jni/trino_connector_jni_reader.cpp new file mode 100644 index 00000000000000..11c9945c5dea16 --- /dev/null +++ b/be/src/format_v2/jni/trino_connector_jni_reader.cpp @@ -0,0 +1,141 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/jni/trino_connector_jni_reader.h" + +#include + +#include "common/config.h" +#include "util/jni-util.h" + +namespace doris::format::trino_connector { +namespace { + +constexpr std::string_view TRINO_CONNECTOR_OPTION_PREFIX = "trino."; +constexpr std::string_view TRINO_CONNECTOR_NAME = "connector.name"; + +} // namespace + +Status TrinoConnectorJniReader::validate_scan_range(const TFileRangeDesc& range) const { + if (!range.__isset.table_format_params) { + return Status::InternalError("missing table_format_params for trino connector jni reader"); + } + if (!range.table_format_params.__isset.trino_connector_params) { + return Status::InternalError( + "missing trino_connector_params for trino connector jni reader"); + } + + const auto& trino_params = range.table_format_params.trino_connector_params; + if (!trino_params.__isset.catalog_name || trino_params.catalog_name.empty()) { + return Status::InternalError( + "missing catalog_name for trino connector jni reader, possibly caused by FE/BE " + "protocol mismatch"); + } + if (!trino_params.__isset.trino_connector_options || + !trino_params.trino_connector_options.contains(std::string(TRINO_CONNECTOR_NAME))) { + return Status::InternalError( + "missing trino connector.name option for trino connector jni reader, possibly " + "caused by FE/BE protocol mismatch"); + } + if (!trino_params.__isset.trino_connector_split || trino_params.trino_connector_split.empty()) { + return Status::InternalError( + "missing trino_connector_split for trino connector jni reader, possibly caused " + "by FE/BE protocol mismatch"); + } + if (!trino_params.__isset.trino_connector_table_handle || + trino_params.trino_connector_table_handle.empty()) { + return Status::InternalError( + "missing trino_connector_table_handle for trino connector jni reader, possibly " + "caused by FE/BE protocol mismatch"); + } + if (!trino_params.__isset.trino_connector_column_handles || + trino_params.trino_connector_column_handles.empty()) { + return Status::InternalError( + "missing trino_connector_column_handles for trino connector jni reader, possibly " + "caused by FE/BE protocol mismatch"); + } + if (!trino_params.__isset.trino_connector_column_metadata || + trino_params.trino_connector_column_metadata.empty()) { + return Status::InternalError( + "missing trino_connector_column_metadata for trino connector jni reader, possibly " + "caused by FE/BE protocol mismatch"); + } + if (!trino_params.__isset.trino_connector_trascation_handle || + trino_params.trino_connector_trascation_handle.empty()) { + return Status::InternalError( + "missing trino_connector_trascation_handle for trino connector jni reader, " + "possibly caused by FE/BE protocol mismatch"); + } + return Status::OK(); +} + +Status TrinoConnectorJniReader::prepare_split(const format::SplitReadOptions& options) { + RETURN_IF_ERROR(validate_scan_range(options.current_range)); + RETURN_IF_ERROR(_set_spi_plugins_dir()); + return format::JniTableReader::prepare_split(options); +} + +std::string TrinoConnectorJniReader::connector_class() const { + return "org/apache/doris/trinoconnector/TrinoConnectorJniScanner"; +} + +Status TrinoConnectorJniReader::build_scanner_params( + std::map* params) const { + DORIS_CHECK(params != nullptr); + params->clear(); + + const auto& trino_params = _current_range.table_format_params.trino_connector_params; + (*params)["catalog_name"] = trino_params.catalog_name; + (*params)["db_name"] = trino_params.db_name; + (*params)["table_name"] = trino_params.table_name; + (*params)["trino_connector_split"] = trino_params.trino_connector_split; + (*params)["trino_connector_table_handle"] = trino_params.trino_connector_table_handle; + (*params)["trino_connector_column_handles"] = trino_params.trino_connector_column_handles; + (*params)["trino_connector_column_metadata"] = trino_params.trino_connector_column_metadata; + (*params)["trino_connector_predicate"] = trino_params.trino_connector_predicate; + (*params)["trino_connector_trascation_handle"] = trino_params.trino_connector_trascation_handle; + + for (const auto& kv : trino_params.trino_connector_options) { + (*params)[std::string(TRINO_CONNECTOR_OPTION_PREFIX) + kv.first] = kv.second; + } + return Status::OK(); +} + +Status TrinoConnectorJniReader::_set_spi_plugins_dir() const { + JNIEnv* env = nullptr; + RETURN_IF_ERROR(Jni::Env::Get(&env)); + + Jni::LocalClass plugin_loader_cls; + const std::string plugin_loader_class = + "org/apache/doris/trinoconnector/TrinoConnectorPluginLoader"; + RETURN_IF_ERROR( + Jni::Util::get_jni_scanner_class(env, plugin_loader_class.c_str(), &plugin_loader_cls)); + + Jni::MethodId set_plugins_dir_method; + RETURN_IF_ERROR(plugin_loader_cls.get_static_method( + env, "setPluginsDir", "(Ljava/lang/String;)V", &set_plugins_dir_method)); + + Jni::LocalString trino_connector_plugin_path; + RETURN_IF_ERROR(Jni::LocalString::new_string( + env, doris::config::trino_connector_plugin_dir.c_str(), &trino_connector_plugin_path)); + + return plugin_loader_cls.call_static_void_method(env, set_plugins_dir_method) + .with_arg(trino_connector_plugin_path) + .call(); +} + +} // namespace doris::format::trino_connector diff --git a/be/src/format_v2/jni/trino_connector_jni_reader.h b/be/src/format_v2/jni/trino_connector_jni_reader.h new file mode 100644 index 00000000000000..a20c3a5f62ef96 --- /dev/null +++ b/be/src/format_v2/jni/trino_connector_jni_reader.h @@ -0,0 +1,44 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include + +#include "common/status.h" +#include "format_v2/jni/jni_table_reader.h" +#include "gen_cpp/PlanNodes_types.h" + +namespace doris::format::trino_connector { + +class TrinoConnectorJniReader final : public format::JniTableReader { +public: + ~TrinoConnectorJniReader() override = default; + + Status prepare_split(const format::SplitReadOptions& options) override; + +protected: + std::string connector_class() const override; + Status validate_scan_range(const TFileRangeDesc& range) const override; + Status build_scanner_params(std::map* params) const override; + +private: + Status _set_spi_plugins_dir() const; +}; + +} // namespace doris::format::trino_connector diff --git a/be/src/format_v2/json/json_reader.cpp b/be/src/format_v2/json/json_reader.cpp new file mode 100644 index 00000000000000..f0219bb7d85345 --- /dev/null +++ b/be/src/format_v2/json/json_reader.cpp @@ -0,0 +1,1123 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/json/json_reader.h" + +#include + +#include +#include +#include +#include +#include +#include + +#include "common/cast_set.h" +#include "core/assert_cast.h" +#include "core/block/block.h" +#include "core/column/column_array.h" +#include "core/column/column_map.h" +#include "core/column/column_nullable.h" +#include "core/column/column_string.h" +#include "core/column/column_struct.h" +#include "core/data_type/data_type_array.h" +#include "core/data_type/data_type_map.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_string.h" +#include "core/data_type/data_type_struct.h" +#include "format/file_reader/new_plain_text_line_reader.h" +#include "format_v2/column_mapper.h" +#include "format_v2/materialized_reader_util.h" +#include "io/file_factory.h" +#include "io/fs/file_reader.h" +#include "io/fs/stream_load_pipe.h" +#include "io/fs/tracing_file_reader.h" +#include "runtime/descriptors.h" +#include "runtime/runtime_state.h" +#include "util/decompressor.h" +#include "util/slice.h" + +namespace doris::format::json { +namespace { + +DataTypePtr json_file_type_from_slot_type(const DataTypePtr& type) { + if (type == nullptr) { + return nullptr; + } + + // Text-like file readers expose CHAR/VARCHAR as STRING and let the table column mapper cast to + // the destination slot type. JSON follows the same file-schema convention so that v2 mapping + // behaves consistently across text formats. + const bool is_nullable = type->is_nullable(); + const auto nested_type = remove_nullable(type); + DataTypePtr file_type; + switch (nested_type->get_primitive_type()) { + case TYPE_CHAR: + case TYPE_VARCHAR: + file_type = std::make_shared(); + break; + case TYPE_ARRAY: { + const auto* array_type = assert_cast(nested_type.get()); + file_type = std::make_shared( + json_file_type_from_slot_type(array_type->get_nested_type())); + break; + } + case TYPE_MAP: { + const auto* map_type = assert_cast(nested_type.get()); + file_type = std::make_shared( + json_file_type_from_slot_type(map_type->get_key_type()), + json_file_type_from_slot_type(map_type->get_value_type())); + break; + } + case TYPE_STRUCT: { + const auto* struct_type = assert_cast(nested_type.get()); + DataTypes file_children; + file_children.reserve(struct_type->get_elements().size()); + for (const auto& child_type : struct_type->get_elements()) { + file_children.push_back(json_file_type_from_slot_type(child_type)); + } + file_type = + std::make_shared(file_children, struct_type->get_element_names()); + break; + } + default: + file_type = nested_type; + break; + } + + return is_nullable ? make_nullable(file_type) : file_type; +} + +ColumnDefinition synthetic_file_child(const std::string& name, DataTypePtr type, int32_t local_id); + +std::vector synthesize_file_children_from_type(const DataTypePtr& type) { + std::vector children; + if (type == nullptr) { + return children; + } + const auto nested_type = remove_nullable(type); + switch (nested_type->get_primitive_type()) { + case TYPE_ARRAY: { + const auto* array_type = assert_cast(nested_type.get()); + children.push_back(synthetic_file_child("element", array_type->get_nested_type(), 0)); + break; + } + case TYPE_MAP: { + const auto* map_type = assert_cast(nested_type.get()); + children.push_back(synthetic_file_child("key", map_type->get_key_type(), 0)); + children.push_back(synthetic_file_child("value", map_type->get_value_type(), 1)); + break; + } + case TYPE_STRUCT: { + const auto* struct_type = assert_cast(nested_type.get()); + children.reserve(struct_type->get_elements().size()); + for (size_t idx = 0; idx < struct_type->get_elements().size(); ++idx) { + children.push_back(synthetic_file_child(struct_type->get_element_name(idx), + struct_type->get_element(idx), + cast_set(idx))); + } + break; + } + default: + break; + } + return children; +} + +ColumnDefinition synthetic_file_child(const std::string& name, DataTypePtr type, int32_t local_id) { + ColumnDefinition child; + child.identifier = Field::create_field(name); + child.local_id = local_id; + child.name = name; + child.type = std::move(type); + child.children = synthesize_file_children_from_type(child.type); + return child; +} + +std::string lower_key(std::string_view key) { + std::string lowered(key.data(), key.size()); + std::transform(lowered.begin(), lowered.end(), lowered.begin(), ::tolower); + return lowered; +} + +} // namespace + +JsonReader::JsonReader(std::shared_ptr& system_properties, + std::unique_ptr& file_description, + std::shared_ptr io_ctx, RuntimeProfile* profile, + const TFileScanRangeParams* scan_params, const TFileRangeDesc& range, + const std::vector& file_slot_descs, + TFileCompressType::type range_compress_type, + std::optional stream_load_id) + : FileReader(system_properties, file_description, std::move(io_ctx), profile), + _scan_params(scan_params), + _range(range), + _source_file_slot_descs(file_slot_descs), + _range_compress_type(range_compress_type), + _stream_load_id(std::move(stream_load_id)) {} + +JsonReader::~JsonReader() { + static_cast(close()); +} + +Status JsonReader::init(RuntimeState* state) { + _runtime_state = state; + if (_scan_params == nullptr) { + return Status::InvalidArgument("JSON v2 reader requires scan params"); + } + if (_file_description == nullptr) { + return Status::InvalidArgument("JSON v2 reader requires file description"); + } + if (_runtime_state == nullptr) { + return Status::InvalidArgument("JSON v2 reader requires runtime state"); + } + if (!_scan_params->__isset.file_attributes) { + return Status::InvalidArgument("JSON v2 reader requires file attributes"); + } + + const auto& attributes = _scan_params->file_attributes; + if (attributes.__isset.text_params && attributes.text_params.__isset.line_delimiter) { + _line_delimiter = attributes.text_params.line_delimiter; + } else { + _line_delimiter = "\n"; + } + _line_delimiter_length = _line_delimiter.size(); + _jsonpaths = attributes.__isset.jsonpaths ? attributes.jsonpaths : ""; + _json_root = attributes.__isset.json_root ? attributes.json_root : ""; + _read_json_by_line = attributes.__isset.read_json_by_line && attributes.read_json_by_line; + _strip_outer_array = attributes.__isset.strip_outer_array && attributes.strip_outer_array; + _num_as_string = attributes.__isset.num_as_string && attributes.num_as_string; + _fuzzy_parse = attributes.__isset.fuzzy_parse && attributes.fuzzy_parse; + _openx_json_ignore_malformed = attributes.__isset.openx_json_ignore_malformed && + attributes.openx_json_ignore_malformed; + _is_hive_table = _range.table_format_params.table_format_type == "hive"; + _file_compress_type = _range_compress_type != TFileCompressType::UNKNOWN + ? _range_compress_type + : _scan_params->compress_type; + + _source_serdes = create_data_type_serdes(_source_file_slot_descs); + _file_schema.clear(); + _file_schema.reserve(_source_file_slot_descs.size()); + // JSON has no physical footer schema. The FE file slots are therefore the authoritative schema + // for both field names and source local ids. + for (size_t idx = 0; idx < _source_file_slot_descs.size(); ++idx) { + const auto* slot = _source_file_slot_descs[idx]; + DORIS_CHECK(slot != nullptr); + ColumnDefinition field; + field.identifier = Field::create_field(slot->col_name()); + field.local_id = cast_set(idx); + field.name = slot->col_name(); + field.type = json_file_type_from_slot_type(slot->get_data_type_ptr()); + field.children = synthesize_file_children_from_type(field.type); + _file_schema.push_back(std::move(field)); + } + _eof = false; + return Status::OK(); +} + +Status JsonReader::get_schema(std::vector* file_schema) const { + if (file_schema == nullptr) { + return Status::InvalidArgument("JSON v2 file_schema is null"); + } + *file_schema = _file_schema; + return Status::OK(); +} + +std::unique_ptr JsonReader::create_column_mapper( + TableColumnMapperOptions options) const { + return std::make_unique(std::move(options)); +} + +Status JsonReader::open(std::shared_ptr request) { + RETURN_IF_ERROR(FileReader::open(std::move(request))); + DORIS_CHECK(_request != nullptr); + RETURN_IF_ERROR(_build_requested_columns(*_request, &_requested_columns)); + _slot_name_to_index.clear(); + _slot_name_to_index.reserve(_requested_columns.size()); + for (size_t idx = 0; idx < _requested_columns.size(); ++idx) { + auto name = _requested_columns[idx].slot_desc->col_name(); + _slot_name_to_index.emplace(_is_hive_table ? lower_key(name) : name, idx); + } + _previous_positions.clear(); + _reader_range = _json_range(); + RETURN_IF_ERROR(_open_file_reader()); + RETURN_IF_ERROR(_create_decompressor()); + if (_read_json_by_line) { + RETURN_IF_ERROR(_create_line_reader()); + } + RETURN_IF_ERROR(_parse_jsonpath_and_json_root()); + _json_parser = std::make_unique(); + _padding_buffer.resize(_padded_size); + _reader_eof = false; + _single_document_read = false; + _eof = false; + return Status::OK(); +} + +Status JsonReader::get_block(Block* file_block, size_t* rows, bool* eof) { + DORIS_CHECK(file_block != nullptr); + DORIS_CHECK(rows != nullptr); + DORIS_CHECK(eof != nullptr); + if (_json_parser == nullptr || _physical_file_reader == nullptr) { + return Status::InternalError("JSON v2 reader is not open"); + } + + const auto batch_size = _runtime_state->batch_size(); + const auto max_block_bytes = _runtime_state->preferred_block_size_bytes(); + *rows = 0; + *eof = false; + + while (file_block->rows() < batch_size && !_reader_eof && + file_block->bytes() < max_block_bytes) { + if (_read_json_by_line && _skip_first_line) { + size_t skipped_size = 0; + const uint8_t* skipped_line = nullptr; + RETURN_IF_ERROR(_line_reader->read_line(&skipped_line, &skipped_size, &_reader_eof, + _io_ctx.get())); + _skip_first_line = false; + continue; + } + + const size_t original_rows = file_block->rows(); + size_t size = 0; + bool is_empty_row = false; + Status st = Status::OK(); + try { + st = _parse_next_json(&size, &_reader_eof); + if (st.ok() && !_reader_eof) { + if (size == 0) { + is_empty_row = true; + } else { + st = _extract_json_value(size, &_reader_eof, &is_empty_row); + } + } + if (st.ok() && !_reader_eof && !is_empty_row) { + st = _append_rows_from_current_value(file_block, &is_empty_row, &_reader_eof); + } + } catch (simdjson::simdjson_error& e) { + st = Status::DataQualityError("Parse json data failed. code: {}, error info: {}", + e.error(), e.what()); + } + if (!st.ok()) { + RETURN_IF_ERROR(_handle_json_error(st, file_block, original_rows, &is_empty_row)); + } + // An ignored or empty JSON object can produce no row. Avoid spinning forever on a document + // that was consumed but produced no materialized value. + if (!is_empty_row && file_block->rows() == original_rows) { + break; + } + } + + *rows = file_block->rows(); + RETURN_IF_ERROR(_apply_filters(file_block, rows)); + _reader_statistics.read_rows += *rows; + *eof = _reader_eof && *rows == 0; + _eof = *eof; + return Status::OK(); +} + +Status JsonReader::close() { + if (_line_reader != nullptr) { + _line_reader->close(); + _line_reader.reset(); + } + _json_parser.reset(); + _decompressor.reset(); + _physical_file_reader.reset(); + _tracing_file_reader.reset(); + _file_reader.reset(); + _requested_columns.clear(); + _slot_name_to_index.clear(); + _previous_positions.clear(); + _cached_string_values.clear(); + return Status::OK(); +} + +Status JsonReader::_build_requested_columns(const FileScanRequest& request, + std::vector* columns) const { + DORIS_CHECK(columns != nullptr); + columns->clear(); + // FileScanRequest stores a map from file-local id to output block position. Materialization is + // position-driven, so normalize it into a dense vector ordered by block position while keeping + // the original source index for jsonpaths. + std::vector by_position(request.local_positions.size()); + for (const auto& [file_column_id, block_position] : request.local_positions) { + if (file_column_id.value() < 0 || + static_cast(file_column_id.value()) >= _source_file_slot_descs.size()) { + return Status::InvalidArgument("JSON v2 request references unknown local column id {}", + file_column_id.value()); + } + if (block_position.value() >= by_position.size()) { + return Status::InvalidArgument("JSON v2 request has invalid block position {}", + block_position.value()); + } + const auto source_index = cast_set(file_column_id.value()); + RequestedColumn requested_column; + requested_column.file_column_id = file_column_id; + requested_column.block_position = block_position; + requested_column.source_index = source_index; + requested_column.slot_desc = _source_file_slot_descs[source_index]; + requested_column.serde = _source_serdes[source_index]; + by_position[block_position.value()] = std::move(requested_column); + } + for (size_t pos = 0; pos < by_position.size(); ++pos) { + if (!by_position[pos].file_column_id.is_valid()) { + return Status::InvalidArgument("JSON v2 request misses block position {}", pos); + } + } + *columns = std::move(by_position); + return Status::OK(); +} + +TFileRangeDesc JsonReader::_json_range() const { + auto range = _range; + range.__set_path(_file_description->path); + range.__set_start_offset(_file_description->range_start_offset); + range.__set_size(_file_description->range_size); + if (_file_description->file_size >= 0) { + range.__set_file_size(_file_description->file_size); + } + if (!_file_description->fs_name.empty()) { + range.__set_fs_name(_file_description->fs_name); + } + range.__set_file_cache_admission(_file_description->file_cache_admission); + if (_range_compress_type != TFileCompressType::UNKNOWN) { + range.__set_compress_type(_range_compress_type); + } + if (_stream_load_id.has_value()) { + range.__set_load_id(*_stream_load_id); + } + return range; +} + +Status JsonReader::_open_file_reader() { + _current_offset = _reader_range.start_offset; + if (_current_offset != 0) { + --_current_offset; + } + if (_scan_params->file_type == TFileType::FILE_STREAM) { + if (!_stream_load_id.has_value()) { + return Status::InvalidArgument("JSON v2 stream reader requires load id"); + } + RETURN_IF_ERROR(FileFactory::create_pipe_reader(*_stream_load_id, &_physical_file_reader, + _runtime_state, /*need_schema=*/false)); + } else { + _file_description->mtime = + _reader_range.__isset.modification_time ? _reader_range.modification_time : 0; + auto reader_options = FileFactory::get_reader_options(_runtime_state->query_options(), + *_file_description); + auto file_reader = DORIS_TRY(FileFactory::create_file_reader( + *_system_properties, *_file_description, reader_options, _profile)); + _physical_file_reader = + _io_ctx && _io_ctx->file_reader_stats + ? std::make_shared(std::move(file_reader), + _io_ctx->file_reader_stats) + : file_reader; + } + _file_reader = _physical_file_reader; + _tracing_file_reader = _physical_file_reader; + return Status::OK(); +} + +Status JsonReader::_create_decompressor() { + return Decompressor::create_decompressor(_file_compress_type, &_decompressor); +} + +Status JsonReader::_create_line_reader() { + int64_t size = _reader_range.size; + if (_reader_range.start_offset != 0) { + // Start one byte earlier and discard the first partial line, matching split semantics used + // by text readers. + ++size; + _skip_first_line = true; + } else { + _skip_first_line = false; + } + _line_reader = NewPlainTextLineReader::create_unique( + _profile, _physical_file_reader, _decompressor.get(), + std::make_shared(_line_delimiter, _line_delimiter_length, + false), + size, _current_offset); + return Status::OK(); +} + +Status JsonReader::_parse_jsonpath_and_json_root() { + _parsed_jsonpaths.clear(); + _parsed_json_root.clear(); + if (!_jsonpaths.empty()) { + rapidjson::Document jsonpaths_doc; + if (jsonpaths_doc.Parse(_jsonpaths.c_str(), _jsonpaths.length()).HasParseError() || + !jsonpaths_doc.IsArray()) { + return Status::InvalidJsonPath("Invalid json path: {}", _jsonpaths); + } + for (int i = 0; i < jsonpaths_doc.Size(); ++i) { + const rapidjson::Value& path = jsonpaths_doc[i]; + if (!path.IsString()) { + return Status::InvalidJsonPath("Invalid json path: {}", _jsonpaths); + } + std::string json_path = path.GetString(); + if (json_path.size() == 1 && json_path[0] == '$') { + json_path.insert(1, "."); + } + std::vector parsed_paths; + JsonFunctions::parse_json_paths(json_path, &parsed_paths); + _parsed_jsonpaths.push_back(std::move(parsed_paths)); + } + } + if (!_json_root.empty()) { + std::string json_root = _json_root; + if (json_root.size() == 1 && json_root[0] == '$') { + json_root.insert(1, "."); + } + JsonFunctions::parse_json_paths(json_root, &_parsed_json_root); + } + return Status::OK(); +} + +Status JsonReader::_read_one_document(size_t* size, bool* eof) { + DORIS_CHECK(size != nullptr); + DORIS_CHECK(eof != nullptr); + *size = 0; + *eof = false; + if (_line_reader != nullptr) { + const uint8_t* line = nullptr; + RETURN_IF_ERROR(_line_reader->read_line(&line, size, eof, _io_ctx.get())); + if (*eof) { + return Status::OK(); + } + _document_buffer.assign(reinterpret_cast(line), *size); + return Status::OK(); + } + // Non-line mode treats the split as one JSON document. This supports a single object or an + // array with strip_outer_array=true. + if (_single_document_read) { + *eof = true; + return Status::OK(); + } + _single_document_read = true; + if (_scan_params->file_type == TFileType::FILE_STREAM) { + return _read_one_document_from_pipe(size); + } + + auto read_size = _reader_range.size; + if (read_size <= 0 && _reader_range.__isset.file_size) { + read_size = _reader_range.file_size - _current_offset; + } + if (read_size <= 0) { + *eof = true; + return Status::OK(); + } + _document_buffer.resize(cast_set(read_size)); + Slice result(_document_buffer.data(), _document_buffer.size()); + RETURN_IF_ERROR(_physical_file_reader->read_at(_current_offset, result, size, _io_ctx.get())); + _document_buffer.resize(*size); + if (*size == 0) { + *eof = true; + } + return Status::OK(); +} + +Status JsonReader::_read_one_document_from_pipe(size_t* read_size) { + auto* stream_load_pipe = dynamic_cast(_physical_file_reader.get()); + if (stream_load_pipe == nullptr) { + return Status::InternalError("JSON v2 stream reader requires StreamLoadPipe"); + } + DorisUniqueBufferPtr file_buf; + RETURN_IF_ERROR(stream_load_pipe->read_one_message(&file_buf, read_size)); + _document_buffer.assign(reinterpret_cast(file_buf.get()), *read_size); + if (!stream_load_pipe->is_chunked_transfer()) { + return Status::OK(); + } + + while (true) { + DorisUniqueBufferPtr next_buf; + size_t next_size = 0; + RETURN_IF_ERROR(stream_load_pipe->read_one_message(&next_buf, &next_size)); + if (next_size == 0) { + break; + } + _document_buffer.append(reinterpret_cast(next_buf.get()), next_size); + *read_size += next_size; + } + return Status::OK(); +} + +Status JsonReader::_parse_next_json(size_t* size, bool* eof) { + RETURN_IF_ERROR(_read_one_document(size, eof)); + if (*eof || *size == 0) { + return Status::OK(); + } + if (*size >= 3 && static_cast(_document_buffer[0]) == 0xEF && + static_cast(_document_buffer[1]) == 0xBB && + static_cast(_document_buffer[2]) == 0xBF) { + _document_buffer.erase(0, 3); + *size -= 3; + } + if (*size + simdjson::SIMDJSON_PADDING > _padded_size) { + _padded_size = *size + simdjson::SIMDJSON_PADDING; + _padding_buffer.resize(_padded_size); + } + // Ondemand values reference the input buffer. Keep the padded bytes in a member buffer until the + // current document is fully materialized. + std::memcpy(_padding_buffer.data(), _document_buffer.data(), *size); + _original_doc_size = *size; + const auto error = + _json_parser->iterate(std::string_view(_padding_buffer.data(), *size), _padded_size) + .get(_original_json_doc); + if (error != simdjson::error_code::SUCCESS) { + return Status::DataQualityError( + "Parse json data for JsonDoc failed. code: {}, error info: {}", error, + simdjson::error_message(error)); + } + return Status::OK(); +} + +Status JsonReader::_extract_json_value(size_t size, bool* eof, bool* is_empty_row) { + DORIS_CHECK(eof != nullptr); + DORIS_CHECK(is_empty_row != nullptr); + *is_empty_row = false; + if (size == 0 || *eof) { + *is_empty_row = true; + return Status::OK(); + } + auto type_res = _original_json_doc.type(); + if (type_res.error() != simdjson::error_code::SUCCESS) { + return Status::DataQualityError( + "Parse json data for JsonDoc failed. code: {}, error info: {}", type_res.error(), + simdjson::error_message(type_res.error())); + } + const auto type = type_res.value(); + if (type != simdjson::ondemand::json_type::object && + type != simdjson::ondemand::json_type::array) { + return Status::DataQualityError("Not an json object or json array"); + } + _parsed_from_json_root = false; + if (!_parsed_json_root.empty() && type == simdjson::ondemand::json_type::object) { + // In object mode json_root can be applied once here. In outer-array mode each array element + // needs its own root extraction, which is handled while iterating the array. + simdjson::ondemand::object object = _original_json_doc; + Status st = JsonFunctions::extract_from_object(object, _parsed_json_root, &_json_value); + if (!st.ok()) { + return Status::DataQualityError("{}", st.to_string()); + } + _parsed_from_json_root = true; + } else { + _json_value = _original_json_doc; + } + + const auto value_type = _json_value.type().value(); + if (value_type == simdjson::ondemand::json_type::array && !_strip_outer_array) { + return Status::DataQualityError( + "JSON data is array-object, `strip_outer_array` must be TRUE."); + } + if (value_type != simdjson::ondemand::json_type::array && _strip_outer_array) { + return Status::DataQualityError( + "JSON data is not an array-object, `strip_outer_array` must be FALSE."); + } + if (!_parsed_jsonpaths.empty() && _strip_outer_array && + _json_value.count_elements().value() == 0) { + *is_empty_row = true; + } + return Status::OK(); +} + +Status JsonReader::_append_rows_from_current_value(Block* block, bool* is_empty_row, bool* eof) { + if (_parsed_jsonpaths.empty()) { + return _append_simple_json_rows(block, is_empty_row, eof); + } + if (_strip_outer_array) { + return _append_flat_array_jsonpath_rows(block, is_empty_row, eof); + } + return _append_nested_jsonpath_row(block, is_empty_row, eof); +} + +Status JsonReader::_append_simple_json_rows(Block* block, bool* is_empty_row, bool* eof) { + DORIS_CHECK(block != nullptr); + DORIS_CHECK(is_empty_row != nullptr); + DORIS_CHECK(eof != nullptr); + bool valid = false; + if (_json_value.type().value() == simdjson::ondemand::json_type::array) { + _array = _json_value.get_array(); + if (_array.count_elements() == 0) { + *is_empty_row = true; + return Status::OK(); + } + _array_iter = _array.begin(); + while (_array_iter != _array.end()) { + simdjson::ondemand::object object_value = (*_array_iter).get_object(); + RETURN_IF_ERROR(_set_column_values_from_object(&object_value, block, &valid)); + ++_array_iter; + if (!valid) { + *is_empty_row = true; + return Status::OK(); + } + } + } else { + simdjson::ondemand::object object_value = _json_value.get_object(); + RETURN_IF_ERROR(_set_column_values_from_object(&object_value, block, &valid)); + if (!valid) { + *is_empty_row = true; + return Status::OK(); + } + } + *is_empty_row = false; + return Status::OK(); +} + +Status JsonReader::_append_flat_array_jsonpath_rows(Block* block, bool* is_empty_row, bool* eof) { + DORIS_CHECK(block != nullptr); + DORIS_CHECK(is_empty_row != nullptr); + DORIS_CHECK(eof != nullptr); + const size_t original_rows = block->rows(); + bool valid = true; + _array = _json_value.get_array(); + _array_iter = _array.begin(); + while (_array_iter != _array.end()) { + simdjson::ondemand::object object_value = (*_array_iter).get_object(); + if (!_parsed_from_json_root && !_parsed_json_root.empty()) { + // For strip_outer_array, json_root is evaluated against each element. Elements without + // the requested root do not produce rows, matching the load reader behavior. + simdjson::ondemand::value rooted_value; + Status st = JsonFunctions::extract_from_object(object_value, _parsed_json_root, + &rooted_value); + if (!st.ok()) { + if (st.is()) { + ++_array_iter; + continue; + } + return st; + } + if (rooted_value.type().value() != simdjson::ondemand::json_type::object) { + ++_array_iter; + continue; + } + object_value = rooted_value.get_object(); + } + RETURN_IF_ERROR(_write_columns_by_jsonpath(&object_value, block, &valid)); + ++_array_iter; + } + *is_empty_row = block->rows() == original_rows; + return Status::OK(); +} + +Status JsonReader::_append_nested_jsonpath_row(Block* block, bool* is_empty_row, bool* eof) { + DORIS_CHECK(block != nullptr); + DORIS_CHECK(is_empty_row != nullptr); + DORIS_CHECK(eof != nullptr); + if (_json_value.type().value() != simdjson::ondemand::json_type::object) { + return Status::DataQualityError("Not object item"); + } + bool valid = true; + simdjson::ondemand::object object_value = _json_value.get_object(); + RETURN_IF_ERROR(_write_columns_by_jsonpath(&object_value, block, &valid)); + *is_empty_row = !valid; + return Status::OK(); +} + +Status JsonReader::_set_column_values_from_object(simdjson::ondemand::object* object_value, + Block* block, bool* valid) { + DORIS_CHECK(object_value != nullptr); + DORIS_CHECK(block != nullptr); + DORIS_CHECK(valid != nullptr); + std::vector seen_columns(block->columns(), false); + const size_t cur_row_count = block->rows(); + bool has_valid_value = false; + size_t key_index = 0; + + for (auto field : *object_value) { + std::string_view key = field.unescaped_key().value(); + const size_t column_index = _column_index(key, key_index++); + if (column_index == static_cast(-1)) { + continue; + } + if (seen_columns[column_index]) { + if (_is_hive_table) { + // Hive JSON keeps the last duplicate key ignoring case. The earlier value has + // already been appended, so remove it before writing the replacement. + _pop_back_last_inserted_value(block, column_index); + } else { + continue; + } + } + simdjson::ondemand::value value = field.value().value(); + const auto& requested = _requested_columns[column_index]; + auto* column_ptr = block->get_by_position(column_index).column->assert_mutable().get(); + RETURN_IF_ERROR(_write_data_to_column( + value, requested.slot_desc->get_data_type_ptr(), column_ptr, + requested.slot_desc->col_name(), requested.serde, valid)); + if (!*valid) { + return Status::OK(); + } + seen_columns[column_index] = true; + has_valid_value = true; + } + + for (size_t i = 0; i < _requested_columns.size(); ++i) { + if (seen_columns[i]) { + continue; + } + auto* column_ptr = block->get_by_position(i).column->assert_mutable().get(); + RETURN_IF_ERROR(_fill_missing_column(_requested_columns[i], column_ptr, valid)); + if (!*valid) { + _truncate_block_to_rows(block, cur_row_count); + return Status::OK(); + } + } + *valid = true; + if (!has_valid_value) { + return Status::OK(); + } + return Status::OK(); +} + +Status JsonReader::_write_columns_by_jsonpath(simdjson::ondemand::object* object_value, + Block* block, bool* valid) { + DORIS_CHECK(object_value != nullptr); + DORIS_CHECK(block != nullptr); + DORIS_CHECK(valid != nullptr); + bool has_valid_value = false; + const size_t cur_row_count = block->rows(); + _cached_string_values.clear(); + + for (size_t i = 0; i < _requested_columns.size(); ++i) { + const auto& requested = _requested_columns[i]; + auto* column_ptr = block->get_by_position(i).column->assert_mutable().get(); + simdjson::ondemand::value json_value; + Status st = Status::OK(); + if (requested.source_index < _parsed_jsonpaths.size()) { + st = JsonFunctions::extract_from_object( + *object_value, _parsed_jsonpaths[requested.source_index], &json_value); + if (!st.ok() && !st.is()) { + return st; + } + } + if (_is_root_path_for_column(requested)) { + // A root jsonpath means "materialize the whole current JSON document" instead of a + // field under it. Use the original bytes so callers receive the same document text. + if (is_column_nullable(*column_ptr)) { + auto* nullable_column = assert_cast(column_ptr); + nullable_column->get_null_map_data().push_back(0); + auto* column_string = + assert_cast(nullable_column->get_nested_column_ptr().get()); + column_string->insert_data(_padding_buffer.data(), _original_doc_size); + } else { + auto* column_string = assert_cast(column_ptr); + column_string->insert_data(_padding_buffer.data(), _original_doc_size); + } + has_valid_value = true; + } else if (requested.source_index >= _parsed_jsonpaths.size() || + st.is()) { + RETURN_IF_ERROR(_fill_missing_column(requested, column_ptr, valid)); + if (!*valid) { + _truncate_block_to_rows(block, cur_row_count); + return Status::OK(); + } + } else { + RETURN_IF_ERROR(_write_data_to_column( + json_value, requested.slot_desc->get_data_type_ptr(), column_ptr, + requested.slot_desc->col_name(), requested.serde, valid)); + if (!*valid) { + _truncate_block_to_rows(block, cur_row_count); + return Status::OK(); + } + has_valid_value = true; + } + } + + if (!has_valid_value) { + // jsonpaths can legally match nothing. Roll the row back so an all-missing path set does + // not create a synthetic row of nulls. + _truncate_block_to_rows(block, cur_row_count); + *valid = false; + return Status::OK(); + } + *valid = true; + return Status::OK(); +} + +template +Status JsonReader::_write_data_to_column(simdjson::ondemand::value& value, + const DataTypePtr& type_desc, IColumn* column_ptr, + const std::string& column_name, + const DataTypeSerDeSPtr& serde, bool* valid) { + ColumnNullable* nullable_column = nullptr; + IColumn* data_column_ptr = column_ptr; + DataTypeSerDeSPtr data_serde = serde; + const auto value_type = value.type().value(); + + if (is_column_nullable(*column_ptr)) { + nullable_column = assert_cast(column_ptr); + data_column_ptr = nullable_column->get_nested_column().get_ptr().get(); + if (type_desc->is_nullable()) { + data_serde = serde->get_nested_serdes()[0]; + } + if (value_type == simdjson::ondemand::json_type::null) { + nullable_column->insert_default(); + *valid = true; + return Status::OK(); + } + } else if (value_type == simdjson::ondemand::json_type::null) { + return Status::DataQualityError("Json value is null, but the column `{}` is not nullable.", + column_name); + } + + const auto primitive_type = type_desc->get_primitive_type(); + if (!is_complex_type(primitive_type)) { + if (value_type == simdjson::ondemand::json_type::string) { + std::string_view value_string; + if constexpr (use_string_cache) { + const auto cache_key = value.raw_json().value(); + if (_cached_string_values.contains(cache_key)) { + value_string = _cached_string_values[cache_key]; + } else { + value_string = value.get_string(); + _cached_string_values.emplace(cache_key, value_string); + } + } else { + value_string = value.get_string(); + } + Slice slice {value_string.data(), value_string.size()}; + RETURN_IF_ERROR(data_serde->deserialize_one_cell_from_json(*data_column_ptr, slice, + _serde_options)); + } else if (value_type == simdjson::ondemand::json_type::boolean) { + const char* str_value = value.get_bool() ? "1" : "0"; + Slice slice {str_value, 1}; + RETURN_IF_ERROR(data_serde->deserialize_one_cell_from_json(*data_column_ptr, slice, + _serde_options)); + } else { + std::string_view json_str = simdjson::to_json_string(value); + Slice slice {json_str.data(), json_str.size()}; + RETURN_IF_ERROR(data_serde->deserialize_one_cell_from_json(*data_column_ptr, slice, + _serde_options)); + } + } else if (primitive_type == TYPE_STRUCT) { + if (value_type != simdjson::ondemand::json_type::object) { + return Status::DataQualityError( + "Json value isn't object, but the column `{}` is struct.", column_name); + } + const auto* type_struct = + assert_cast(remove_nullable(type_desc).get()); + auto* struct_column_ptr = assert_cast(data_column_ptr); + const auto sub_serdes = data_serde->get_nested_serdes(); + std::map sub_col_name_to_idx; + for (size_t sub_col_idx = 0; sub_col_idx < type_struct->get_elements().size(); + ++sub_col_idx) { + sub_col_name_to_idx.emplace(lower_key(type_struct->get_element_name(sub_col_idx)), + sub_col_idx); + } + std::vector has_value(type_struct->get_elements().size(), false); + simdjson::ondemand::object struct_value = value.get_object(); + for (auto sub : struct_value) { + const auto sub_key = lower_key(sub.unescaped_key().value()); + const auto it = sub_col_name_to_idx.find(sub_key); + if (it == sub_col_name_to_idx.end()) { + continue; + } + const auto sub_column_idx = it->second; + auto sub_column_ptr = struct_column_ptr->get_column(sub_column_idx).get_ptr(); + if (has_value[sub_column_idx]) { + // Struct fields follow Hive-style duplicate handling: the last matching nested key + // wins. Remove the earlier nested value before appending the new one. + sub_column_ptr->pop_back(1); + } + has_value[sub_column_idx] = true; + auto sub_value = sub.value().value(); + RETURN_IF_ERROR(_write_data_to_column( + sub_value, type_struct->get_element(sub_column_idx), sub_column_ptr.get(), + column_name + "." + sub_key, sub_serdes[sub_column_idx], valid)); + } + for (size_t sub_col_idx = 0; sub_col_idx < type_struct->get_elements().size(); + ++sub_col_idx) { + if (has_value[sub_col_idx]) { + continue; + } + auto sub_column_ptr = struct_column_ptr->get_column(sub_col_idx).get_ptr(); + if (!is_column_nullable(*sub_column_ptr)) { + return Status::DataQualityError( + "Json file structColumn miss field {} and this column isn't nullable.", + column_name + "." + type_struct->get_element_name(sub_col_idx)); + } + sub_column_ptr->insert_default(); + } + } else if (primitive_type == TYPE_MAP) { + if (value_type != simdjson::ondemand::json_type::object) { + return Status::DataQualityError("Json value isn't object, but the column `{}` is map.", + column_name); + } + const auto* map_type = assert_cast(remove_nullable(type_desc).get()); + auto* map_column_ptr = assert_cast(data_column_ptr); + const auto sub_serdes = data_serde->get_nested_serdes(); + size_t field_count = 0; + simdjson::ondemand::object object_value = value.get_object(); + for (auto member_value : object_value) { + auto* key_column = map_column_ptr->get_keys_ptr()->assert_mutable()->get_ptr().get(); + auto key_serde = sub_serdes[0]; + if (is_column_nullable(*key_column)) { + auto* nullable_key = assert_cast(key_column); + nullable_key->get_null_map_data().push_back(0); + key_column = nullable_key->get_nested_column().get_ptr().get(); + if (map_type->get_key_type()->is_nullable()) { + key_serde = key_serde->get_nested_serdes()[0]; + } + } + std::string_view key_view = member_value.unescaped_key().value(); + Slice key_slice(key_view.data(), key_view.size()); + RETURN_IF_ERROR(key_serde->deserialize_one_cell_from_json(*key_column, key_slice, + _serde_options)); + simdjson::ondemand::value field_value = member_value.value().value(); + RETURN_IF_ERROR(_write_data_to_column( + field_value, map_type->get_value_type(), + map_column_ptr->get_values_ptr()->assert_mutable()->get_ptr().get(), + column_name + ".value", sub_serdes[1], valid)); + ++field_count; + } + auto& offsets = map_column_ptr->get_offsets(); + offsets.emplace_back(offsets.back() + field_count); + } else if (primitive_type == TYPE_ARRAY) { + if (value_type != simdjson::ondemand::json_type::array) { + return Status::DataQualityError("Json value isn't array, but the column `{}` is array.", + column_name); + } + const auto* array_type = + assert_cast(remove_nullable(type_desc).get()); + auto* array_column_ptr = assert_cast(data_column_ptr); + const auto sub_serdes = data_serde->get_nested_serdes(); + size_t field_count = 0; + simdjson::ondemand::array array_value = value.get_array(); + for (simdjson::ondemand::value sub_value : array_value) { + RETURN_IF_ERROR(_write_data_to_column( + sub_value, array_type->get_nested_type(), + array_column_ptr->get_data().get_ptr().get(), column_name + ".element", + sub_serdes[0], valid)); + ++field_count; + } + auto& offsets = array_column_ptr->get_offsets(); + offsets.emplace_back(offsets.back() + field_count); + } else { + return Status::InternalError("Not support JSON value to complex column"); + } + + if (nullable_column && value_type != simdjson::ondemand::json_type::null) { + nullable_column->get_null_map_data().push_back(0); + } + *valid = true; + return Status::OK(); +} + +Status JsonReader::_fill_missing_column(const RequestedColumn& column, IColumn* column_ptr, + bool* valid) { + if (column.slot_desc->is_nullable()) { + auto* nullable_column = assert_cast(column_ptr); + nullable_column->insert_default(); + *valid = true; + return Status::OK(); + } + return Status::DataQualityError( + "The column `{}` is not nullable, but it's not found in jsondata.", + column.slot_desc->col_name()); +} + +Status JsonReader::_append_null_for_malformed_json(Block* block) { + DORIS_CHECK(block != nullptr); + for (int i = 0; i < block->columns(); ++i) { + auto& column_with_type = block->get_by_position(i); + if (!is_column_nullable(*column_with_type.column)) { + return Status::DataQualityError("malformed json, but the column `{}` is not nullable.", + column_with_type.column->get_name()); + } + auto column = IColumn::mutate(std::move(column_with_type.column)); + assert_cast(column.get())->insert_default(); + column_with_type.column = std::move(column); + } + return Status::OK(); +} + +Status JsonReader::_handle_json_error(const Status& status, Block* block, size_t original_rows, + bool* is_empty_row) { + DORIS_CHECK(block != nullptr); + DORIS_CHECK(is_empty_row != nullptr); + // Deserialization can fail after several columns have already appended data. Always restore the + // block to the row count before this document before either surfacing the error or appending + // the ignore-malformed null row. + _truncate_block_to_rows(block, original_rows); + if (_openx_json_ignore_malformed && status.is()) { + RETURN_IF_ERROR(_append_null_for_malformed_json(block)); + *is_empty_row = false; + return Status::OK(); + } + return status; +} + +Status JsonReader::_apply_filters(Block* file_block, size_t* rows) { + return apply_materialized_reader_filters(_request.get(), _io_ctx.get(), file_block, rows); +} + +void JsonReader::_truncate_block_to_rows(Block* block, size_t num_rows) { + DORIS_CHECK(block != nullptr); + for (int i = 0; i < block->columns(); ++i) { + auto& column_with_type = block->get_by_position(i); + auto column = IColumn::mutate(std::move(column_with_type.column)); + if (column->size() > num_rows) { + column->pop_back(column->size() - num_rows); + } + column_with_type.column = std::move(column); + } +} + +void JsonReader::_pop_back_last_inserted_value(Block* block, size_t column_index) { + DORIS_CHECK(block != nullptr); + auto& column = block->get_by_position(column_index).column; + auto mutable_column = IColumn::mutate(std::move(column)); + mutable_column->pop_back(1); + column = std::move(mutable_column); +} + +size_t JsonReader::_column_index(std::string_view key, size_t key_index) { + std::string hive_key; + std::string_view lookup_key = key; + if (_is_hive_table) { + hive_key = lower_key(key); + lookup_key = hive_key; + } + if (key_index < _previous_positions.size()) { + // Most JSON lines share field order. Reuse the previous line's key-position mapping before + // falling back to the hash table lookup. + const auto previous = _previous_positions[key_index]; + if (previous < _requested_columns.size()) { + const auto previous_name = _requested_columns[previous].slot_desc->col_name(); + if ((_is_hive_table ? lower_key(previous_name) : previous_name) == lookup_key) { + return previous; + } + } + } + const auto it = _slot_name_to_index.find(std::string(lookup_key)); + if (it == _slot_name_to_index.end()) { + return static_cast(-1); + } + if (key_index >= _previous_positions.size()) { + _previous_positions.resize(key_index + 1, static_cast(-1)); + } + _previous_positions[key_index] = it->second; + return it->second; +} + +bool JsonReader::_is_root_path_for_column(const RequestedColumn& column) const { + return column.source_index < _parsed_jsonpaths.size() && + JsonFunctions::is_root_path(_parsed_jsonpaths[column.source_index]); +} + +} // namespace doris::format::json diff --git a/be/src/format_v2/json/json_reader.h b/be/src/format_v2/json/json_reader.h new file mode 100644 index 00000000000000..52cdfad6728d64 --- /dev/null +++ b/be/src/format_v2/json/json_reader.h @@ -0,0 +1,179 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include // IWYU pragma: keep + +#include +#include +#include +#include +#include +#include + +#include "core/custom_allocator.h" +#include "core/data_type_serde/data_type_serde.h" +#include "exprs/json_functions.h" +#include "format_v2/file_reader.h" +#include "gen_cpp/PlanNodes_types.h" +#include "runtime/runtime_profile.h" + +namespace doris { +class Decompressor; +class LineReader; +class SlotDescriptor; +class IColumn; +} // namespace doris + +namespace doris::format::json { + +// FileScannerV2 JSON reader. +// +// JSON files do not carry an embedded physical schema. The v2 table layer still needs a +// file-local schema and FileScanRequest contract, so this reader exposes FE-provided file slots as +// v2 file-local columns and performs JSON parsing/materialization directly in the v2 path. +class JsonReader final : public FileReader { +public: + // `file_slot_descs` is the FE-planned file schema. JSON has no physical schema, so the reader + // exposes these slots as synthetic file-local columns and materializes only the columns + // requested by FileScanRequest. + JsonReader(std::shared_ptr& system_properties, + std::unique_ptr& file_description, + std::shared_ptr io_ctx, RuntimeProfile* profile, + const TFileScanRangeParams* scan_params, const TFileRangeDesc& range, + const std::vector& file_slot_descs, + TFileCompressType::type range_compress_type = TFileCompressType::UNKNOWN, + std::optional stream_load_id = std::nullopt); + ~JsonReader() override; + + // Initializes scan attributes and builds the synthetic schema from FE slots. + Status init(RuntimeState* state) override; + Status get_schema(std::vector* file_schema) const override; + std::unique_ptr create_column_mapper( + TableColumnMapperOptions options) const override; + // Opens the underlying file or stream and binds requested local column ids to output block + // positions. After this call, `get_block` can be called until it returns eof. + Status open(std::shared_ptr request) override; + // Appends rows into `file_block` according to the FileScanRequest order. The block must already + // contain columns matching the requested positions. + Status get_block(Block* file_block, size_t* rows, bool* eof) override; + Status close() override; + +private: + // A requested column keeps both identities: + // - `source_index`: index in FE file slots, used for jsonpaths and SerDe lookup. + // - `block_position`: index in the caller's output block, used for materialization. + struct RequestedColumn { + LocalColumnId file_column_id = LocalColumnId::invalid(); + LocalIndex block_position; + size_t source_index = 0; + SlotDescriptor* slot_desc = nullptr; + DataTypeSerDeSPtr serde; + }; + + Status _build_requested_columns(const FileScanRequest& request, + std::vector* columns) const; + // Reconciles TableReader's split/range descriptor with FileReader's concrete file description. + TFileRangeDesc _json_range() const; + Status _open_file_reader(); + Status _create_decompressor(); + Status _create_line_reader(); + Status _parse_jsonpath_and_json_root(); + // Reads one logical JSON document: one line for JSON Lines, or the whole range/pipe payload for + // single-document mode. + Status _read_one_document(size_t* size, bool* eof); + Status _read_one_document_from_pipe(size_t* read_size); + // Moves the logical document into a simdjson-padded buffer and creates an ondemand document. + Status _parse_next_json(size_t* size, bool* eof); + // Applies json_root and validates the object/array shape required by strip_outer_array. + Status _extract_json_value(size_t size, bool* eof, bool* is_empty_row); + Status _append_rows_from_current_value(Block* block, bool* is_empty_row, bool* eof); + Status _append_simple_json_rows(Block* block, bool* is_empty_row, bool* eof); + Status _append_flat_array_jsonpath_rows(Block* block, bool* is_empty_row, bool* eof); + Status _append_nested_jsonpath_row(Block* block, bool* is_empty_row, bool* eof); + Status _set_column_values_from_object(simdjson::ondemand::object* object_value, Block* block, + bool* valid); + Status _write_columns_by_jsonpath(simdjson::ondemand::object* object_value, Block* block, + bool* valid); + template + Status _write_data_to_column(simdjson::ondemand::value& value, const DataTypePtr& type_desc, + IColumn* column_ptr, const std::string& column_name, + const DataTypeSerDeSPtr& serde, bool* valid); + Status _fill_missing_column(const RequestedColumn& column, IColumn* column_ptr, bool* valid); + Status _append_null_for_malformed_json(Block* block); + Status _handle_json_error(const Status& status, Block* block, size_t original_rows, + bool* is_empty_row); + Status _apply_filters(Block* file_block, size_t* rows); + void _truncate_block_to_rows(Block* block, size_t num_rows); + void _pop_back_last_inserted_value(Block* block, size_t column_index); + size_t _column_index(std::string_view key, size_t key_index); + bool _is_root_path_for_column(const RequestedColumn& column) const; + + const TFileScanRangeParams* _scan_params = nullptr; + TFileRangeDesc _range; + TFileRangeDesc _reader_range; + std::vector _source_file_slot_descs; + DataTypeSerDeSPtrs _source_serdes; + std::vector _file_schema; + RuntimeState* _runtime_state = nullptr; + TFileCompressType::type _range_compress_type = TFileCompressType::UNKNOWN; + std::optional _stream_load_id; + std::vector _requested_columns; + std::unordered_map _slot_name_to_index; + std::vector _previous_positions; + + io::FileReaderSPtr _physical_file_reader; + std::unique_ptr _decompressor; + std::unique_ptr _line_reader; + int64_t _current_offset = 0; + bool _reader_eof = false; + bool _skip_first_line = false; + bool _single_document_read = false; + + std::string _line_delimiter; + size_t _line_delimiter_length = 0; + std::string _jsonpaths; + std::string _json_root; + bool _read_json_by_line = false; + bool _strip_outer_array = false; + bool _num_as_string = false; + bool _fuzzy_parse = false; + bool _is_hive_table = false; + bool _openx_json_ignore_malformed = false; + TFileCompressType::type _file_compress_type = TFileCompressType::UNKNOWN; + + std::vector> _parsed_jsonpaths; + std::vector _parsed_json_root; + bool _parsed_from_json_root = false; + DataTypeSerDe::FormatOptions _serde_options; + + // simdjson ondemand values point into `_padding_buffer`, so the buffer must outlive all values + // created from the current document. + std::unique_ptr _json_parser; + simdjson::ondemand::document _original_json_doc; + simdjson::ondemand::value _json_value; + simdjson::ondemand::array _array; + simdjson::ondemand::array_iterator _array_iter; + std::string _document_buffer; + std::string _padding_buffer; + size_t _original_doc_size = 0; + size_t _padded_size = 1024 * 1024 * 8 + simdjson::SIMDJSON_PADDING; + std::unordered_map _cached_string_values; +}; + +} // namespace doris::format::json diff --git a/be/src/format_v2/materialized_reader_util.cpp b/be/src/format_v2/materialized_reader_util.cpp new file mode 100644 index 00000000000000..a7e533633510c4 --- /dev/null +++ b/be/src/format_v2/materialized_reader_util.cpp @@ -0,0 +1,89 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/materialized_reader_util.h" + +#include + +#include "core/block/block.h" +#include "core/data_type/data_type_nullable.h" +#include "exprs/vexpr_context.h" +#include "format_v2/file_reader.h" +#include "io/io_common.h" + +namespace doris::format { +namespace { + +void update_counter(RuntimeProfile::Counter* counter, int64_t value) { + if (counter != nullptr) { + COUNTER_UPDATE(counter, value); + } +} + +} // namespace + +ColumnPtr make_column_nullable_if_needed(ColumnPtr column, const DataTypePtr& target_type) { + if (target_type != nullptr && target_type->is_nullable() && column.get() != nullptr && + !column->is_nullable()) { + return make_nullable(std::move(column)); + } + return column; +} + +Status apply_materialized_reader_filters(const FileScanRequest* request, io::IOContext* io_ctx, + Block* file_block, size_t* rows, + const MaterializedReaderFilterProfile* profile) { + DORIS_CHECK(file_block != nullptr); + DORIS_CHECK(rows != nullptr); + const size_t rows_before_filter = *rows; + size_t rows_after_delete_filter = rows_before_filter; + if (request != nullptr && rows_before_filter > 0 && !request->delete_conjuncts.empty()) { + { + SCOPED_TIMER(profile == nullptr ? nullptr : profile->delete_conjunct_filter_time); + RETURN_IF_ERROR(VExprContext::filter_block(request->delete_conjuncts, file_block, + file_block->columns())); + } + rows_after_delete_filter = + file_block->columns() == 0 ? rows_before_filter : file_block->rows(); + if (profile != nullptr) { + update_counter(profile->rows_filtered_by_delete_conjunct, + rows_before_filter - rows_after_delete_filter); + } + } + + size_t rows_after_filter = rows_after_delete_filter; + if (request != nullptr && rows_after_delete_filter > 0 && !request->conjuncts.empty()) { + { + SCOPED_TIMER(profile == nullptr ? nullptr : profile->conjunct_filter_time); + RETURN_IF_ERROR(VExprContext::filter_block(request->conjuncts, file_block, + file_block->columns())); + } + rows_after_filter = + file_block->columns() == 0 ? rows_after_delete_filter : file_block->rows(); + const auto rows_filtered_by_conjunct = rows_after_delete_filter - rows_after_filter; + if (profile != nullptr) { + update_counter(profile->rows_filtered_by_conjunct, rows_filtered_by_conjunct); + } + if (io_ctx != nullptr) { + io_ctx->predicate_filtered_rows += rows_filtered_by_conjunct; + } + } + *rows = rows_after_filter; + return Status::OK(); +} + +} // namespace doris::format diff --git a/be/src/format_v2/materialized_reader_util.h b/be/src/format_v2/materialized_reader_util.h new file mode 100644 index 00000000000000..2fb1383dfb9569 --- /dev/null +++ b/be/src/format_v2/materialized_reader_util.h @@ -0,0 +1,63 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include + +#include "common/status.h" +#include "core/column/column.h" +#include "core/data_type/data_type.h" +#include "runtime/runtime_profile.h" + +namespace doris { +class Block; + +namespace io { +struct IOContext; +} // namespace io + +namespace format { +struct FileScanRequest; + +// Shared helpers for FileReader implementations that deserialize or build already materialized +// Doris columns and then hand those columns to TableReader for final mapping. +ColumnPtr make_column_nullable_if_needed(ColumnPtr column, const DataTypePtr& target_type); + +// Optional profile counters for text-like readers. Native/JSON do not expose per-reader filter +// counters today, so they call apply_materialized_reader_filters() without this struct. +struct MaterializedReaderFilterProfile { + RuntimeProfile::Counter* delete_conjunct_filter_time = nullptr; + RuntimeProfile::Counter* conjunct_filter_time = nullptr; + RuntimeProfile::Counter* rows_filtered_by_delete_conjunct = nullptr; + RuntimeProfile::Counter* rows_filtered_by_conjunct = nullptr; +}; + +// Applies file-local filters in the same order used by FileScannerV2 readers: +// 1. delete_conjuncts remove rows that should not be visible to the scan output; +// 2. conjuncts apply ordinary file-local predicates. +// +// Only ordinary conjunct filtering contributes to IOContext::predicate_filtered_rows. This matches +// the previous JSON/Text/CSV behavior and keeps scanner accounting separate from delete filtering. +// When `profile` is provided, the helper also updates text-reader timer and row counters so CSV +// and Hive text keep their existing observability after sharing this implementation. +Status apply_materialized_reader_filters(const FileScanRequest* request, io::IOContext* io_ctx, + Block* file_block, size_t* rows, + const MaterializedReaderFilterProfile* profile = nullptr); + +} // namespace format +} // namespace doris diff --git a/be/src/format_v2/native/native_reader.cpp b/be/src/format_v2/native/native_reader.cpp new file mode 100644 index 00000000000000..2a0a89f80adc8d --- /dev/null +++ b/be/src/format_v2/native/native_reader.cpp @@ -0,0 +1,311 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/native/native_reader.h" + +#include +#include + +#include "common/cast_set.h" +#include "core/block/block.h" +#include "core/data_type/data_type_factory.hpp" +#include "core/data_type/data_type_nullable.h" +#include "format/native/native_format.h" +#include "format_v2/column_mapper.h" +#include "format_v2/materialized_reader_util.h" +#include "io/file_factory.h" +#include "io/fs/tracing_file_reader.h" +#include "runtime/runtime_state.h" +#include "util/slice.h" + +namespace doris::format::native { +namespace { + +Status parse_native_pblock(const std::string& buffer, const std::string& path, PBlock* pblock) { + DORIS_CHECK(pblock != nullptr); + if (!pblock->ParseFromArray(buffer.data(), cast_set(buffer.size()))) { + return Status::InternalError("Failed to parse native PBlock from file {}", path); + } + return Status::OK(); +} + +} // namespace + +NativeReader::NativeReader(std::shared_ptr& system_properties, + std::unique_ptr& file_description, + std::shared_ptr io_ctx, RuntimeProfile* profile) + : FileReader(system_properties, file_description, std::move(io_ctx), profile) {} + +NativeReader::~NativeReader() { + static_cast(close()); +} + +Status NativeReader::init(RuntimeState* state) { + _runtime_state = state; + if (_file_description == nullptr) { + return Status::InvalidArgument("Native v2 reader requires file description"); + } + RETURN_IF_ERROR(FileReader::init(state)); + RETURN_IF_ERROR(_validate_and_consume_header()); + return Status::OK(); +} + +Status NativeReader::get_schema(std::vector* file_schema) const { + if (file_schema == nullptr) { + return Status::InvalidArgument("Native v2 file_schema is null"); + } + RETURN_IF_ERROR(_ensure_schema_loaded()); + *file_schema = _file_schema; + return Status::OK(); +} + +std::unique_ptr NativeReader::create_column_mapper( + TableColumnMapperOptions options) const { + return std::make_unique(std::move(options)); +} + +Status NativeReader::open(std::shared_ptr request) { + RETURN_IF_ERROR(FileReader::open(std::move(request))); + DORIS_CHECK(_request != nullptr); + _first_block_consumed = false; + _reader_eof = false; + _eof = false; + return Status::OK(); +} + +Status NativeReader::get_block(Block* file_block, size_t* rows, bool* eof) { + DORIS_CHECK(file_block != nullptr); + DORIS_CHECK(rows != nullptr); + DORIS_CHECK(eof != nullptr); + if (_request == nullptr) { + return Status::InternalError("Native v2 reader is not open"); + } + + *rows = 0; + *eof = false; + if (_reader_eof) { + *eof = true; + _eof = true; + return Status::OK(); + } + + std::string buffer; + bool local_eof = false; + if (_first_block_loaded && !_first_block_consumed) { + buffer = _first_block_buffer; + } else { + RETURN_IF_ERROR(_read_next_pblock(&buffer, &local_eof)); + } + + if (local_eof && buffer.empty()) { + _reader_eof = true; + *eof = true; + _eof = true; + return Status::OK(); + } + if (buffer.empty()) { + return Status::InternalError("read empty native block from file {}", + _file_description->path); + } + + PBlock pblock; + RETURN_IF_ERROR(parse_native_pblock(buffer, _file_description->path, &pblock)); + if (!_schema_inited) { + RETURN_IF_ERROR(_init_schema_from_pblock(pblock)); + } + + Block source_block; + size_t uncompressed_bytes = 0; + int64_t decompress_time = 0; + RETURN_IF_ERROR(source_block.deserialize(pblock, &uncompressed_bytes, &decompress_time)); + RETURN_IF_ERROR(_materialize_requested_columns(source_block, file_block)); + *rows = file_block->rows(); + RETURN_IF_ERROR(_apply_filters(file_block, rows)); + _reader_statistics.read_rows += *rows; + + if (_first_block_loaded && !_first_block_consumed) { + _first_block_consumed = true; + } + if (_current_offset >= _file_size) { + _reader_eof = true; + } + *eof = _reader_eof && *rows == 0; + _eof = *eof; + return Status::OK(); +} + +Status NativeReader::close() { + _file_reader.reset(); + _tracing_file_reader.reset(); + _request.reset(); + _reader_eof = true; + _eof = true; + return Status::OK(); +} + +Status NativeReader::_validate_and_consume_header() { + DORIS_CHECK(_tracing_file_reader != nullptr); + _file_size = _tracing_file_reader->size(); + _current_offset = 0; + _reader_eof = (_file_size == 0); + + static constexpr size_t HEADER_SIZE = sizeof(DORIS_NATIVE_MAGIC) + sizeof(uint32_t); + if (_reader_eof || _file_size < cast_set(HEADER_SIZE)) { + return Status::InternalError( + "invalid Doris Native file {}, file size {} is smaller than header size {}", + _file_description->path, _file_size, HEADER_SIZE); + } + + char header[HEADER_SIZE]; + Slice header_slice(header, sizeof(header)); + size_t bytes_read = 0; + RETURN_IF_ERROR(_tracing_file_reader->read_at(0, header_slice, &bytes_read, _io_ctx.get())); + if (bytes_read != sizeof(header)) { + return Status::InternalError( + "failed to read Doris Native header from file {}, expect {} bytes, got {} bytes", + _file_description->path, sizeof(header), bytes_read); + } + if (std::memcmp(header, DORIS_NATIVE_MAGIC, sizeof(DORIS_NATIVE_MAGIC)) != 0) { + return Status::InternalError("invalid Doris Native magic header in file {}", + _file_description->path); + } + + uint32_t version = 0; + std::memcpy(&version, header + sizeof(DORIS_NATIVE_MAGIC), sizeof(uint32_t)); + if (version != DORIS_NATIVE_FORMAT_VERSION) { + return Status::InternalError( + "unsupported Doris Native format version {} in file {}, expect {}", version, + _file_description->path, DORIS_NATIVE_FORMAT_VERSION); + } + + _current_offset = sizeof(header); + _reader_eof = (_file_size == _current_offset); + return Status::OK(); +} + +Status NativeReader::_ensure_schema_loaded() const { + if (_schema_inited) { + return Status::OK(); + } + if (!_first_block_loaded) { + bool local_eof = false; + RETURN_IF_ERROR(_read_next_pblock(&_first_block_buffer, &local_eof)); + if (local_eof && _first_block_buffer.empty()) { + return Status::EndOfFile("empty native file {}", _file_description->path); + } + if (_first_block_buffer.empty()) { + return Status::InternalError("first native block is empty {}", _file_description->path); + } + _first_block_loaded = true; + } + + PBlock pblock; + RETURN_IF_ERROR(parse_native_pblock(_first_block_buffer, _file_description->path, &pblock)); + RETURN_IF_ERROR(_init_schema_from_pblock(pblock)); + return Status::OK(); +} + +Status NativeReader::_read_next_pblock(std::string* buffer, bool* eof) const { + DORIS_CHECK(buffer != nullptr); + DORIS_CHECK(eof != nullptr); + DORIS_CHECK(_tracing_file_reader != nullptr); + buffer->clear(); + *eof = false; + + if (_current_offset >= _file_size) { + *eof = true; + return Status::OK(); + } + + uint64_t block_len = 0; + Slice len_slice(reinterpret_cast(&block_len), sizeof(block_len)); + size_t bytes_read = 0; + RETURN_IF_ERROR( + _tracing_file_reader->read_at(_current_offset, len_slice, &bytes_read, _io_ctx.get())); + if (bytes_read == 0) { + *eof = true; + return Status::OK(); + } + if (bytes_read != sizeof(block_len)) { + return Status::InternalError( + "Failed to read native block length from file {}, expect {}, actual {}", + _file_description->path, sizeof(block_len), bytes_read); + } + _current_offset += sizeof(block_len); + if (block_len == 0) { + *eof = (_current_offset >= _file_size); + return Status::OK(); + } + + buffer->assign(block_len, '\0'); + Slice data_slice(buffer->data(), block_len); + bytes_read = 0; + RETURN_IF_ERROR( + _tracing_file_reader->read_at(_current_offset, data_slice, &bytes_read, _io_ctx.get())); + if (bytes_read != block_len) { + return Status::InternalError( + "Failed to read native block body from file {}, expect {}, actual {}", + _file_description->path, block_len, bytes_read); + } + _current_offset += block_len; + *eof = (_current_offset >= _file_size); + return Status::OK(); +} + +Status NativeReader::_init_schema_from_pblock(const PBlock& pblock) const { + _file_schema.clear(); + _file_schema.reserve(pblock.column_metas_size()); + for (int idx = 0; idx < pblock.column_metas_size(); ++idx) { + const auto& meta = pblock.column_metas(idx); + ColumnDefinition field; + field.identifier = Field::create_field(meta.name()); + field.local_id = idx; + field.name = meta.name(); + field.type = make_nullable(DataTypeFactory::instance().create_data_type(meta)); + _file_schema.push_back(std::move(field)); + } + _schema_inited = true; + return Status::OK(); +} + +Status NativeReader::_materialize_requested_columns(const Block& source_block, + Block* file_block) const { + DORIS_CHECK(file_block != nullptr); + DORIS_CHECK(_request != nullptr); + for (const auto& [file_column_id, block_position] : _request->local_positions) { + const auto source_idx = file_column_id.value(); + if (source_idx < 0 || cast_set(source_idx) >= source_block.columns()) { + return Status::InternalError("native file {} does not contain local column id {}", + _file_description->path, source_idx); + } + if (block_position.value() >= file_block->columns()) { + return Status::InternalError("native v2 request has invalid block position {}", + block_position.value()); + } + const auto& target = file_block->get_by_position(block_position.value()); + auto column = source_block.get_by_position(source_idx).column; + column = make_column_nullable_if_needed(std::move(column), target.type); + file_block->replace_by_position(block_position.value(), IColumn::mutate(std::move(column))); + } + return Status::OK(); +} + +Status NativeReader::_apply_filters(Block* file_block, size_t* rows) const { + return apply_materialized_reader_filters(_request.get(), _io_ctx.get(), file_block, rows); +} + +} // namespace doris::format::native diff --git a/be/src/format_v2/native/native_reader.h b/be/src/format_v2/native/native_reader.h new file mode 100644 index 00000000000000..3719a6afd6c4f5 --- /dev/null +++ b/be/src/format_v2/native/native_reader.h @@ -0,0 +1,70 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include + +#include +#include +#include +#include + +#include "format_v2/file_reader.h" + +namespace doris::format::native { + +// FileScannerV2 reader for Doris Native files. +// +// Native files are self-describing only through the first serialized PBlock. TableReader asks for +// schema before open(), so this reader may read and cache that first PBlock during get_schema() and +// then replay it as the first data batch after open(). +class NativeReader final : public FileReader { +public: + NativeReader(std::shared_ptr& system_properties, + std::unique_ptr& file_description, + std::shared_ptr io_ctx, RuntimeProfile* profile); + ~NativeReader() override; + + Status init(RuntimeState* state) override; + Status get_schema(std::vector* file_schema) const override; + std::unique_ptr create_column_mapper( + TableColumnMapperOptions options) const override; + Status open(std::shared_ptr request) override; + Status get_block(Block* file_block, size_t* rows, bool* eof) override; + Status close() override; + +private: + Status _validate_and_consume_header(); + Status _ensure_schema_loaded() const; + Status _read_next_pblock(std::string* buffer, bool* eof) const; + Status _init_schema_from_pblock(const PBlock& pblock) const; + Status _materialize_requested_columns(const Block& source_block, Block* file_block) const; + Status _apply_filters(Block* file_block, size_t* rows) const; + + RuntimeState* _runtime_state = nullptr; + mutable int64_t _current_offset = 0; + mutable int64_t _file_size = 0; + mutable bool _reader_eof = true; + mutable bool _schema_inited = false; + mutable std::vector _file_schema; + mutable std::string _first_block_buffer; + mutable bool _first_block_loaded = false; + mutable bool _first_block_consumed = false; +}; + +} // namespace doris::format::native diff --git a/be/src/format_v2/parquet/parquet_column_schema.cpp b/be/src/format_v2/parquet/parquet_column_schema.cpp new file mode 100644 index 00000000000000..e73624f3828d62 --- /dev/null +++ b/be/src/format_v2/parquet/parquet_column_schema.cpp @@ -0,0 +1,501 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/parquet/parquet_column_schema.h" + +#include + +#include +#include +#include +#include + +#include "core/data_type/data_type_array.h" +#include "core/data_type/data_type_map.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_struct.h" +#include "format_v2/parquet/parquet_type.h" + +namespace doris::format::parquet { +namespace { + +// Schema 构建过程中的上下文，携带逐层累加的 Dremel level 状态。 +// child_context() 在递归过程中根据子节点的 optional/repeated 属性递增对应的 level。 +struct SchemaBuildContext { + int32_t local_id = -1; // 父节点内的 child ordinal + int16_t definition_level = 0; // 累计 optional/repeated 数 + int16_t repetition_level = 0; // 累计 repeated 数 + int16_t nullable_definition_level = 0; // 最近 optional 节点的 def level + int16_t repeated_repetition_level = 0; // 最近 repeated 节点的 rep level + int16_t repeated_ancestor_definition_level = 0; // 最近 repeated 节点的 def level +}; + +enum class SchemaBuildMode { + // Normal recursive schema build. Bare repeated fields are exposed as Doris ARRAY for + // protobuf/legacy Parquet compatibility, while repeated LIST/MAP annotated groups are rejected + // because Parquet LIST/MAP outer groups are not allowed to be repeated at a top-level or struct + // field boundary. + NORMAL, + // Build the current repeated node as the already-selected element of an enclosing LIST. This + // is the compatibility path for Arrow/parquet-format legacy two-level LIST encodings where the + // repeated node itself is the array element instead of a wrapper that should be stripped. + REPEATED_NODE_AS_LIST_ELEMENT, + // Build the current repeated group as a STRUCT element of an enclosing LIST, ignoring LIST/MAP + // annotations on the repeated group itself. This keeps compatibility with the old Doris + // Parquet schema parser for Hive/legacy wrappers named "array" or "_tuple". + REPEATED_NODE_AS_STRUCT_ELEMENT, +}; + +// Result of applying Parquet LIST backward compatibility rules to the single repeated child of a +// LIST-annotated group. The repeated child can either be a physical wrapper whose only child is the +// element, or the element node itself. +struct ListElementResolution { + // Parquet node that should be exposed as Doris ARRAY element. + const ::parquet::schema::Node* element_node = nullptr; + // Level state after consuming the LIST repeated child. The parent ARRAY schema keeps this state + // to materialize offsets, empty arrays and null arrays. + SchemaBuildContext repeated_context; + // Level state used to build element_node. This equals repeated_context when the repeated child + // itself is the element, and includes the wrapper's only child when standard 3-level LIST + // encoding is stripped. + SchemaBuildContext element_context; + // Build mode for element_node. Non-NORMAL modes mean element_node is the repeated child itself, + // and the repeated level must not be interpreted as a second unrelated array at the same + // boundary. + SchemaBuildMode element_build_mode = SchemaBuildMode::NORMAL; +}; + +// Resolved repeated entry group of a MAP-annotated group. The entry wrapper is a physical Parquet +// encoding detail; Doris folds it into the parent MAP schema and exposes only direct [key, value] +// children. +struct MapEntryResolution { + const ::parquet::schema::GroupNode* entry_group = nullptr; + // Level state after consuming the repeated entry group. The parent MAP schema keeps this state + // to materialize offsets, empty maps and null maps. + SchemaBuildContext entry_context; +}; + +bool is_list_node(const ::parquet::schema::Node& node) { + const auto& logical_type = node.logical_type(); + return node.converted_type() == ::parquet::ConvertedType::LIST || + (logical_type != nullptr && logical_type->is_valid() && logical_type->is_list()); +} + +bool is_map_node(const ::parquet::schema::Node& node) { + const auto& logical_type = node.logical_type(); + return node.converted_type() == ::parquet::ConvertedType::MAP || + node.converted_type() == ::parquet::ConvertedType::MAP_KEY_VALUE || + (logical_type != nullptr && logical_type->is_valid() && logical_type->is_map()); +} + +bool has_logical_annotation(const ::parquet::schema::Node& node) { + const auto& logical_type = node.logical_type(); + return (node.converted_type() != ::parquet::ConvertedType::NONE && + node.converted_type() != ::parquet::ConvertedType::UNDEFINED) || + (logical_type != nullptr && logical_type->is_valid() && !logical_type->is_none()); +} + +bool has_structural_list_name(const std::string& list_name, const std::string& repeated_name) { + return repeated_name == "array" || repeated_name == list_name + "_tuple"; +} + +bool should_build_repeated_field_as_list(const ::parquet::schema::Node& node) { + return node.is_repeated() && !is_list_node(node) && !is_map_node(node); +} + +DataTypePtr nullable_if_needed(DataTypePtr type, const ::parquet::schema::Node& node) { + return node.is_optional() ? make_nullable(type) : type; +} + +void inherit_common_schema_state(const ::parquet::schema::Node& node, + const SchemaBuildContext& context, + ParquetColumnSchema* column_schema) { + DORIS_CHECK(column_schema != nullptr); + column_schema->local_id = context.local_id; + column_schema->parquet_field_id = node.field_id(); + column_schema->name = node.name(); + column_schema->max_definition_level = context.definition_level; + column_schema->max_repetition_level = context.repetition_level; + column_schema->nullable_definition_level = context.nullable_definition_level; + column_schema->definition_level = context.definition_level; + column_schema->repetition_level = context.repetition_level; + column_schema->repeated_ancestor_definition_level = context.repeated_ancestor_definition_level; + column_schema->repeated_repetition_level = context.repeated_repetition_level; +} + +SchemaBuildContext child_context(const SchemaBuildContext& parent, + const ::parquet::schema::Node& child_node, int32_t child_idx) { + SchemaBuildContext result = parent; + result.local_id = child_idx; + if (child_node.repetition() == ::parquet::Repetition::OPTIONAL) { + result.definition_level++; + result.nullable_definition_level = result.definition_level; + } + if (child_node.is_repeated()) { + result.repetition_level++; + result.definition_level++; + result.repeated_repetition_level = result.repetition_level; + result.repeated_ancestor_definition_level = result.definition_level; + } + return result; +} + +void propagate_child_levels(ParquetColumnSchema* column_schema) { + DORIS_CHECK(column_schema != nullptr); + for (const auto& child : column_schema->children) { + column_schema->max_definition_level = + std::max(column_schema->max_definition_level, child->max_definition_level); + column_schema->max_repetition_level = + std::max(column_schema->max_repetition_level, child->max_repetition_level); + } +} + +// Mirrors Arrow's ResolveList() compatibility rules, but only decides which Parquet node is the +// logical LIST element. The caller still builds Doris' semantic LIST->[element] schema tree. +// +// Important cases: +// - repeated primitive: the primitive itself is the element (legacy two-level LIST). +// - repeated group with multiple children: the group itself is a STRUCT element. +// - repeated group named "array" or "_tuple": the group itself is a STRUCT element per +// Parquet backward compatibility rules, even when it has one child or its own logical annotation. +// This also keeps v2 file-local schema aligned with Doris' old schema parser used by HDFS TVF. +// - other repeated group with a logical annotation, or whose only child is repeated: the group +// itself is the element. This preserves nested LIST/MAP and repeated fields inside struct +// elements. +// - otherwise, strip the one-child repeated wrapper as standard three-level LIST encoding. +Status resolve_list_element_node(const ::parquet::schema::GroupNode& list_group, + const SchemaBuildContext& list_context, + ListElementResolution* result) { + if (result == nullptr) { + return Status::InvalidArgument("result is null"); + } + if (list_group.field_count() != 1) { + return Status::NotSupported("Unsupported parquet LIST encoding for column {}", + list_group.name()); + } + const auto& repeated_node = *list_group.field(0); + if (!repeated_node.is_repeated()) { + return Status::NotSupported("Unsupported parquet LIST encoding for column {}", + list_group.name()); + } + result->repeated_context = child_context(list_context, repeated_node, 0); + if (repeated_node.is_primitive()) { + result->element_node = &repeated_node; + result->element_context = result->repeated_context; + result->element_build_mode = SchemaBuildMode::REPEATED_NODE_AS_LIST_ELEMENT; + return Status::OK(); + } + + const auto& repeated_group = static_cast(repeated_node); + if (repeated_group.field_count() == 0) { + return Status::NotSupported("Unsupported parquet LIST element layout for column {}", + list_group.name()); + } + const bool repeated_group_has_logical_annotation = has_logical_annotation(repeated_group); + if (repeated_group.field_count() > 1 || + has_structural_list_name(list_group.name(), repeated_group.name())) { + result->element_node = &repeated_node; + result->element_context = result->repeated_context; + result->element_build_mode = SchemaBuildMode::REPEATED_NODE_AS_STRUCT_ELEMENT; + return Status::OK(); + } + if (repeated_group_has_logical_annotation) { + result->element_node = &repeated_node; + result->element_context = result->repeated_context; + result->element_build_mode = SchemaBuildMode::REPEATED_NODE_AS_LIST_ELEMENT; + return Status::OK(); + } + + const auto& only_child = *repeated_group.field(0); + if (only_child.is_repeated()) { + result->element_node = &repeated_node; + result->element_context = result->repeated_context; + result->element_build_mode = SchemaBuildMode::REPEATED_NODE_AS_LIST_ELEMENT; + return Status::OK(); + } + + result->element_node = &only_child; + result->element_context = child_context(result->repeated_context, only_child, 0); + return Status::OK(); +} + +// Resolves the repeated entry group of a MAP/MAP_KEY_VALUE node. Unlike LIST, MAP has no supported +// two-level form in this reader: Doris requires a repeated group with exactly key and value +// children, then folds that physical entry group out of ParquetColumnSchema. Some external writers +// emit optional MAP keys even though standard Parquet MAP keys are required; keep the key's +// definition levels and expose it as nullable for compatibility with the old reader. +Status resolve_map_entry_group(const ::parquet::schema::GroupNode& map_group, + const SchemaBuildContext& map_context, MapEntryResolution* result) { + if (result == nullptr) { + return Status::InvalidArgument("result is null"); + } + if (map_group.field_count() != 1) { + return Status::NotSupported("Unsupported parquet MAP encoding for column {}", + map_group.name()); + } + const auto& entry_node = *map_group.field(0); + if (!entry_node.is_repeated()) { + return Status::NotSupported("Unsupported parquet MAP encoding for column {}", + map_group.name()); + } + if (entry_node.is_primitive()) { + return Status::NotSupported("Unsupported parquet MAP key_value layout for column {}", + map_group.name()); + } + const auto& entry_group = static_cast(entry_node); + if (entry_group.field_count() != 2) { + return Status::NotSupported("Unsupported parquet MAP key_value layout for column {}", + map_group.name()); + } + // The Parquet logical MAP spec requires key to be REQUIRED. Some legacy/Hive-written files + // still mark the key field OPTIONAL even when all actual keys are non-null, for example: + // + // optional group t_map_varchar (MAP) { + // repeated group key_value { + // optional binary key (STRING); + // optional binary value (STRING); + // } + // } + // + // Accept that schema here so compatible files can be read. MapColumnReader validates the + // materialized key column and rejects data that really contains null map keys. + result->entry_group = &entry_group; + result->entry_context = child_context(map_context, entry_node, 0); + return Status::OK(); +} + +Status build_node_schema_with_mode(const ::parquet::SchemaDescriptor& schema, + const ::parquet::schema::Node& node, + const SchemaBuildContext& context, + std::unique_ptr* result, + SchemaBuildMode mode); + +// Builds a semantic ARRAY schema for a bare repeated field. Arrow handles this in +// NodeToSchemaField()/GroupToSchemaField(); Doris needs the same compatibility behavior because +// protobuf and old parquet writers often encode repeated fields without a LIST annotation. +// +// Example: +// optional group event { +// repeated group links { +// optional binary url (UTF8); +// optional int32 rank; +// } +// } +// Doris exposes event.links as ARRAY>, not STRUCT. This keeps v2's +// file-local schema aligned with the old schema parser used by HDFS TVF schema fetching. +// +// When the repeated field appears inside an already resolved LIST element, only the nested repeated +// child should be wrapped: +// optional group a (LIST) { +// repeated group element { +// repeated int32 items; +// } +// } +// The outer LIST element is the repeated "element" group, and its repeated "items" child should be +// represented as a field of type ARRAY inside the struct element. +Status build_repeated_field_as_list_schema(const ::parquet::SchemaDescriptor& schema, + const ::parquet::schema::Node& repeated_node, + const SchemaBuildContext& repeated_context, + std::unique_ptr* result) { + if (result == nullptr) { + return Status::InvalidArgument("result is null"); + } + auto list_schema = std::make_unique(); + inherit_common_schema_state(repeated_node, repeated_context, list_schema.get()); + list_schema->kind = ParquetColumnSchemaKind::LIST; + list_schema->definition_level = repeated_context.definition_level; + list_schema->repetition_level = repeated_context.repetition_level; + list_schema->repeated_repetition_level = repeated_context.repeated_repetition_level; + + std::unique_ptr element_child; + RETURN_IF_ERROR(build_node_schema_with_mode(schema, repeated_node, repeated_context, + &element_child, + SchemaBuildMode::REPEATED_NODE_AS_LIST_ELEMENT)); + element_child->name = "element"; + list_schema->type = std::make_shared(element_child->type); + list_schema->children.push_back(std::move(element_child)); + propagate_child_levels(list_schema.get()); + *result = std::move(list_schema); + return Status::OK(); +} + +// Recursively builds ParquetColumnSchema for the given schema node and its children in Parquet +// file's metadata. NORMAL mode exposes bare repeated fields as ARRAY for legacy compatibility. +// REPEATED_NODE_AS_LIST_ELEMENT mode means the current repeated node was already selected as an +// enclosing LIST element, so only its nested bare repeated children should be wrapped. +Status build_node_schema_with_mode(const ::parquet::SchemaDescriptor& schema, + const ::parquet::schema::Node& node, + const SchemaBuildContext& context, + std::unique_ptr* result, + SchemaBuildMode mode) { + if (result == nullptr) { + return Status::InvalidArgument("result is null"); + } + if (mode == SchemaBuildMode::NORMAL && should_build_repeated_field_as_list(node)) { + return build_repeated_field_as_list_schema(schema, node, context, result); + } + + auto column_schema = std::make_unique(); + inherit_common_schema_state(node, context, column_schema.get()); + + if (node.is_primitive()) { + const int leaf_column_id = schema.ColumnIndex(node); + if (leaf_column_id < 0) { + return Status::InvalidArgument("Cannot find leaf column id for parquet column {}", + node.name()); + } + column_schema->kind = ParquetColumnSchemaKind::PRIMITIVE; + column_schema->leaf_column_id = leaf_column_id; + column_schema->descriptor = schema.Column(leaf_column_id); + if (column_schema->descriptor != nullptr) { + column_schema->max_definition_level = column_schema->descriptor->max_definition_level(); + column_schema->max_repetition_level = column_schema->descriptor->max_repetition_level(); + } + column_schema->type_descriptor = resolve_parquet_type(column_schema->descriptor); + column_schema->type = column_schema->type_descriptor.doris_type; + if (column_schema->type == nullptr) { + if (!column_schema->type_descriptor.unsupported_reason.empty()) { + return Status::NotSupported("Unsupported parquet column '{}': {}", node.name(), + column_schema->type_descriptor.unsupported_reason); + } + return Status::NotSupported("Unsupported parquet column type for column {}", + node.name()); + } + column_schema->type = node.is_optional() + ? make_nullable(remove_nullable(column_schema->type)) + : remove_nullable(column_schema->type); + *result = std::move(column_schema); + return Status::OK(); + } + + const auto& group = static_cast(node); + if (is_list_node(node) && mode != SchemaBuildMode::REPEATED_NODE_AS_STRUCT_ELEMENT) { + if (mode == SchemaBuildMode::NORMAL && node.is_repeated()) { + return Status::NotSupported("Unsupported repeated parquet LIST column {}", node.name()); + } + column_schema->kind = ParquetColumnSchemaKind::LIST; + ListElementResolution list_element; + RETURN_IF_ERROR(resolve_list_element_node(group, context, &list_element)); + column_schema->definition_level = list_element.repeated_context.definition_level; + column_schema->repetition_level = list_element.repeated_context.repetition_level; + column_schema->repeated_repetition_level = + list_element.repeated_context.repeated_repetition_level; + std::unique_ptr child; + RETURN_IF_ERROR(build_node_schema_with_mode(schema, *list_element.element_node, + list_element.element_context, &child, + list_element.element_build_mode)); + child->name = "element"; + column_schema->type = + nullable_if_needed(std::make_shared(child->type), node); + column_schema->children.push_back(std::move(child)); + propagate_child_levels(column_schema.get()); + *result = std::move(column_schema); + return Status::OK(); + } + + if (is_map_node(node) && mode != SchemaBuildMode::REPEATED_NODE_AS_STRUCT_ELEMENT) { + if (mode == SchemaBuildMode::NORMAL && node.is_repeated()) { + return Status::NotSupported("Unsupported repeated parquet MAP column {}", node.name()); + } + column_schema->kind = ParquetColumnSchemaKind::MAP; + MapEntryResolution map_entry; + RETURN_IF_ERROR(resolve_map_entry_group(group, context, &map_entry)); + column_schema->definition_level = map_entry.entry_context.definition_level; + column_schema->repetition_level = map_entry.entry_context.repetition_level; + column_schema->repeated_repetition_level = + map_entry.entry_context.repeated_repetition_level; + for (int child_idx = 0; child_idx < map_entry.entry_group->field_count(); ++child_idx) { + std::unique_ptr child; + RETURN_IF_ERROR(build_node_schema_with_mode( + schema, *map_entry.entry_group->field(child_idx), + child_context(map_entry.entry_context, *map_entry.entry_group->field(child_idx), + child_idx), + &child, SchemaBuildMode::NORMAL)); + child->name = child_idx == 0 ? "key" : "value"; + column_schema->children.push_back(std::move(child)); + } + if (column_schema->children.size() != 2) { + return Status::NotSupported("Unsupported parquet MAP key_value layout for column {}", + node.name()); + } + auto key_type = make_nullable(column_schema->children[0]->type); + auto value_type = make_nullable(column_schema->children[1]->type); + column_schema->type = + nullable_if_needed(std::make_shared(key_type, value_type), node); + propagate_child_levels(column_schema.get()); + *result = std::move(column_schema); + return Status::OK(); + } + + column_schema->kind = ParquetColumnSchemaKind::STRUCT; + DataTypes child_types; + Strings child_names; + child_types.reserve(group.field_count()); + child_names.reserve(group.field_count()); + for (int child_idx = 0; child_idx < group.field_count(); ++child_idx) { + const auto& child_node = *group.field(child_idx); + std::unique_ptr child; + const auto child_ctx = child_context(context, child_node, child_idx); + if (should_build_repeated_field_as_list(child_node)) { + RETURN_IF_ERROR( + build_repeated_field_as_list_schema(schema, child_node, child_ctx, &child)); + } else { + RETURN_IF_ERROR(build_node_schema_with_mode(schema, child_node, child_ctx, &child, + SchemaBuildMode::NORMAL)); + } + child_types.push_back(make_nullable(child->type)); + child_names.push_back(child->name); + column_schema->children.push_back(std::move(child)); + } + column_schema->type = + nullable_if_needed(std::make_shared(child_types, child_names), node); + propagate_child_levels(column_schema.get()); + *result = std::move(column_schema); + return Status::OK(); +} + +Status build_node_schema(const ::parquet::SchemaDescriptor& schema, + const ::parquet::schema::Node& node, const SchemaBuildContext& context, + std::unique_ptr* result) { + return build_node_schema_with_mode(schema, node, context, result, SchemaBuildMode::NORMAL); +} + +} // namespace + +Status build_parquet_column_schema(const ::parquet::SchemaDescriptor& schema, + std::vector>* fields) { + if (fields == nullptr) { + return Status::InvalidArgument("fields is null"); + } + fields->clear(); + const auto* root = schema.group_node(); + if (root == nullptr) { + return Status::InvalidArgument("Parquet schema root is null"); + } + fields->reserve(root->field_count()); + for (int field_idx = 0; field_idx < root->field_count(); ++field_idx) { + std::unique_ptr field; + SchemaBuildContext context; + RETURN_IF_ERROR(build_node_schema( + schema, *root->field(field_idx), + child_context(context, *root->field(field_idx), field_idx), &field)); + fields->push_back(std::move(field)); + } + return Status::OK(); +} + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/parquet_column_schema.h b/be/src/format_v2/parquet/parquet_column_schema.h new file mode 100644 index 00000000000000..637930fb498ecd --- /dev/null +++ b/be/src/format_v2/parquet/parquet_column_schema.h @@ -0,0 +1,119 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include +#include + +#include "common/status.h" +#include "core/data_type/data_type.h" +#include "format_v2/parquet/parquet_type.h" + +namespace parquet { +class ColumnDescriptor; +class SchemaDescriptor; +} // namespace parquet + +namespace doris::format::parquet { + +// Schema 节点类型枚举，决定 ParquetColumnReaderFactory 创建哪种 Reader。 +enum class ParquetColumnSchemaKind { + PRIMITIVE, // 基本类型叶子 → ScalarColumnReader + STRUCT, // 结构体 → StructColumnReader + LIST, // 数组 → ListColumnReader + MAP, // 字典 → MapColumnReader +}; + +// ============================================================================ +// Parquet 文件的 file-local schema 树 — build_parquet_column_schema() 的输出 +// ============================================================================ +// +// 该树描述 Parquet 逻辑字段及其到物理 leaf column 的映射，将 Arrow 的物理 schema +// （含 wrapper groups、Dremel levels）转换为 Doris reader 可以直接消费的语义化 schema。 +// +// 关键设计决策： +// - LIST/MAP 的物理 wrapper group 在构建时被折叠，children 直接是 [element] 或 [key, value]。 +// wrapper 的 repeated 属性转为父节点的 level 字段，reader 通过 levels 重建嵌套结构。 +// - 所有类型统一 nullable（Doris external table 的策略：外部数据不可信）。 +// - Dremel levels 在 child_context() 中逐层累加，复杂 reader 用它们从 leaf 的 level 流中 +// 重建嵌套容器（offsets + null_map）。 +// ============================================================================ +struct ParquetColumnSchema { + // ======== 标识 ======== + + // 在父节点 children 中的序号。顶层字段使用 root field ordinal。 + // ParquetColumnReaderFactory 通过 LocalColumnIndex 携带的 local_id 路径递归定位 reader。 + int local_id = -1; + + // Parquet 序列化 schema 中的 field_id attribute（-1 表示文件未定义）。 + // 仅用于 Iceberg 等 table format 的 schema matching 标识，不用于 reader 寻址。 + int parquet_field_id = -1; + + std::string name; + + // ======== 类型 ======== + + // Doris DataType。复杂类型的 children 已递归 nullable。 + DataTypePtr type = nullptr; + + // Parquet 物理 leaf column 序号。 + // PRIMITIVE 节点才有有效值，用于访问 ColumnDescriptor、RecordReader、ColumnChunk、Statistics。 + // 复杂类型节点本身不是物理列，值为 -1。 + int leaf_column_id = -1; + + // 从 leaf ColumnDescriptor 解析出的类型编码信息。仅 PRIMITIVE 节点有效。 + ParquetTypeDescriptor type_descriptor {}; + + ParquetColumnSchemaKind kind = ParquetColumnSchemaKind::PRIMITIVE; + + // Arrow ColumnDescriptor 指针。仅 PRIMITIVE 节点有效，复杂节点为 nullptr。 + const ::parquet::ColumnDescriptor* descriptor = nullptr; + + // ======== Dremel Levels ======== + + // 该子树中的最大 def/rep level。PRIMITIVE 从 ColumnDescriptor 获取，复杂节点从 children 上报。 + int16_t max_definition_level = 0; + int16_t max_repetition_level = 0; + + // 使本节点自身变为 nullable 的 def level 阈值。 + // 复杂 reader 用此值区分"我的值是 NULL"（def < threshold）和"我有值但内容为空"（def >= threshold）。 + int16_t nullable_definition_level = 0; + + // 从 root 到本节点的累计 def/rep level。在 child_context() 中逐层 +1。 + int16_t definition_level = 0; + int16_t repetition_level = 0; + + // 最近 repeated 祖先的 def level。 + int16_t repeated_ancestor_definition_level = 0; + + // 最近 repeated 祖先的 rep level。 + // LIST/MAP reader 用此值从孩子 rep level 流中判断"新元素开始"（rep_level >= threshold）。 + int16_t repeated_repetition_level = 0; + + // ======== 子树 ======== + // LIST: [element]，MAP: [key, value]，STRUCT: 直接孩子，PRIMITIVE: 空 + std::vector> children {}; +}; + +// 从 Arrow Parquet SchemaDescriptor 构造 file-local schema tree。 +// 这是 init() 阶段最重要的转换：物理 schema（含 wrapper groups）→ 语义化 schema（wrapper 已折叠）。 +Status build_parquet_column_schema(const ::parquet::SchemaDescriptor& schema, + std::vector>* fields); + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/parquet_file_context.cpp b/be/src/format_v2/parquet/parquet_file_context.cpp new file mode 100644 index 00000000000000..3cb5655144be95 --- /dev/null +++ b/be/src/format_v2/parquet/parquet_file_context.cpp @@ -0,0 +1,451 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/parquet/parquet_file_context.h" + +#include +#include +#include +#include +#include + +#include +#include +#include +#include +#include +#include + +#include "common/check.h" +#include "common/config.h" +#include "io/file_factory.h" +#include "io/fs/file_reader.h" +#include "storage/cache/page_cache.h" +#include "util/slice.h" + +namespace doris::format::parquet { + +namespace detail { + +std::vector plan_page_cache_range_read( + int64_t position, int64_t nbytes, const std::vector& cached_ranges) { + if (position < 0 || nbytes <= 0) { + return {}; + } + + std::vector ranges; + ranges.reserve(cached_ranges.size()); + const int64_t request_end = position + nbytes; + for (const auto& range : cached_ranges) { + if (range.size > 0 && range.offset < request_end && position < range.end_offset()) { + ranges.push_back(range); + } + } + std::sort(ranges.begin(), ranges.end(), [](const auto& lhs, const auto& rhs) { + if (lhs.offset != rhs.offset) { + return lhs.offset < rhs.offset; + } + return lhs.size > rhs.size; + }); + + std::vector plan; + int64_t cursor = position; + while (cursor < request_end) { + // At each cursor position, choose the cached range that already covers the cursor and + // extends farthest to the right. This handles both adjacent ranges and overlapping + // ranges. If no range covers the current cursor, there is a gap and the request must + // miss as a whole. + auto best = ranges.end(); + int64_t best_end = cursor; + for (auto it = ranges.begin(); it != ranges.end(); ++it) { + const int64_t cached_end = it->end_offset(); + if (it->offset <= cursor && cursor < cached_end && cached_end > best_end) { + best = it; + best_end = cached_end; + } + } + if (best == ranges.end()) { + return {}; + } + const int64_t copy_size = std::min(best_end, request_end) - cursor; + ParquetPageCacheReadPlanEntry entry; + entry.cached_range = *best; + entry.copy_offset_in_cache = cursor - best->offset; + entry.output_offset = cursor - position; + entry.copy_size = copy_size; + plan.push_back(entry); + cursor += copy_size; + } + return plan; +} + +} // namespace detail + +namespace { + +// StoragePageCache only supports exact-key lookup. Keep lightweight range metadata here so later +// Arrow ReadAt requests can reuse cached bytes when their requested ranges are subsets of, or are +// fully covered by, previously cached ranges. Stale metadata is pruned on lookup. +std::mutex cached_page_range_index_mutex; +std::unordered_map> cached_page_range_index; +constexpr size_t MAX_CACHED_PAGE_RANGE_FILES = 4096; +constexpr size_t MAX_CACHED_PAGE_RANGES_PER_FILE = 65536; + +void register_cached_page_range(const std::string& file_key, int64_t position, int64_t nbytes) { + DORIS_CHECK(nbytes > 0); + std::lock_guard lock(cached_page_range_index_mutex); + if (cached_page_range_index.find(file_key) == cached_page_range_index.end() && + cached_page_range_index.size() >= MAX_CACHED_PAGE_RANGE_FILES) { + cached_page_range_index.erase(cached_page_range_index.begin()); + } + auto& ranges = cached_page_range_index[file_key]; + auto it = std::find_if(ranges.begin(), ranges.end(), [&](const ParquetPageCacheRange& range) { + return range.offset == position && range.size == nbytes; + }); + if (it == ranges.end()) { + if (ranges.size() >= MAX_CACHED_PAGE_RANGES_PER_FILE) { + ranges.erase(ranges.begin()); + } + ranges.push_back(ParquetPageCacheRange {position, nbytes}); + } +} + +void unregister_cached_page_range(const std::string& file_key, + const ParquetPageCacheRange& stale_range) { + std::lock_guard lock(cached_page_range_index_mutex); + auto it = cached_page_range_index.find(file_key); + if (it == cached_page_range_index.end()) { + return; + } + auto& ranges = it->second; + ranges.erase(std::remove_if(ranges.begin(), ranges.end(), + [&](const ParquetPageCacheRange& range) { + return range.offset == stale_range.offset && + range.size == stale_range.size; + }), + ranges.end()); + if (ranges.empty()) { + cached_page_range_index.erase(it); + } +} + +std::vector cached_page_ranges_for_file(const std::string& file_key) { + std::lock_guard lock(cached_page_range_index_mutex); + auto it = cached_page_range_index.find(file_key); + if (it == cached_page_range_index.end()) { + return {}; + } + return it->second; +} + +std::string build_page_cache_file_key(const io::FileReader& file_reader, + const io::FileDescription& file_description) { + const int64_t mtime = + file_description.mtime != 0 ? file_description.mtime : file_reader.mtime(); + if (mtime == 0) { + // StoragePageCache is process-global. A key with only path + unknown mtime can outlive a + // rewritten local test file, or any external file whose version was not propagated. Disable + // v2 parquet page cache until the scan descriptor carries a stable object version. + return {}; + } + const int64_t file_size = file_description.file_size >= 0 + ? file_description.file_size + : static_cast(file_reader.size()); + return fmt::format("{}::{}::mtime={}::size={}", file_description.fs_name, + file_reader.path().native(), mtime, file_size); +} + +// 将 Doris 的 io::FileReader 适配为 Arrow 的 RandomAccessFile 接口。 +// +// ParquetFileReader::Open() 要求一个 Arrow::RandomAccessFile， +// 本适配器将 Doris 的 read_at() / size() 等接口映射为 Arrow 的 ReadAt() / GetSize()。 +// Seek() 和 Tell() 维护了内部的 position 游标用于顺序 read() 操作。 +class DorisRandomAccessFile final : public arrow::io::RandomAccessFile { +public: + DorisRandomAccessFile(io::FileReaderSPtr file_reader, io::IOContext* io_ctx, + bool enable_page_cache, std::string page_cache_file_key) + : _file_reader(std::move(file_reader)), + _io_ctx(io_ctx), + _enable_page_cache(enable_page_cache), + _page_cache_file_key(std::move(page_cache_file_key)) { + DORIS_CHECK(_file_reader != nullptr); + set_mode(arrow::io::FileMode::READ); + } + + arrow::Status Close() override { + _closed = true; + return arrow::Status::OK(); + } + + bool closed() const override { return _closed; } + + arrow::Result Tell() const override { return _pos; } + + arrow::Status Seek(int64_t position) override { + if (position < 0) { + return arrow::Status::Invalid("negative seek position"); + } + _pos = position; + return arrow::Status::OK(); + } + + arrow::Result GetSize() override { + if (!_file_reader) { + return arrow::Status::IOError("Doris file reader is not open"); + } + return static_cast(_file_reader->size()); + } + + arrow::Result Read(int64_t nbytes, void* out) override { + ARROW_ASSIGN_OR_RAISE(auto bytes_read, ReadAt(_pos, nbytes, out)); + _pos += bytes_read; + return bytes_read; + } + + arrow::Result> Read(int64_t nbytes) override { + ARROW_ASSIGN_OR_RAISE(auto buffer, arrow::AllocateResizableBuffer(nbytes)); + ARROW_ASSIGN_OR_RAISE(auto bytes_read, Read(nbytes, buffer->mutable_data())); + ARROW_RETURN_NOT_OK(buffer->Resize(bytes_read, false)); + buffer->ZeroPadding(); + return buffer; + } + + arrow::Result ReadAt(int64_t position, int64_t nbytes, void* out) override { + if (!_file_reader) { + return arrow::Status::IOError("Doris file reader is not open"); + } + if (position < 0 || nbytes < 0) { + return arrow::Status::Invalid("negative read position or length"); + } + if (try_read_from_page_cache(position, nbytes, out)) { + return nbytes; + } + size_t bytes_read = 0; + Status st = _file_reader->read_at( + static_cast(position), + Slice(static_cast(out), static_cast(nbytes)), &bytes_read, + _io_ctx); + if (!st.ok()) { + return arrow::Status::IOError(st.to_string_no_stack()); + } + insert_page_cache(position, nbytes, out, bytes_read); + return static_cast(bytes_read); + } + + arrow::Result> ReadAt(int64_t position, + int64_t nbytes) override { + ARROW_ASSIGN_OR_RAISE(auto buffer, arrow::AllocateResizableBuffer(nbytes)); + ARROW_ASSIGN_OR_RAISE(auto bytes_read, ReadAt(position, nbytes, buffer->mutable_data())); + ARROW_RETURN_NOT_OK(buffer->Resize(bytes_read, false)); + buffer->ZeroPadding(); + return buffer; + } + + void register_page_cache_ranges(std::vector ranges) { + std::lock_guard lock(_page_cache_mutex); + _page_cache_ranges = std::move(ranges); + } + + ParquetPageCacheStats page_cache_stats() const { + std::lock_guard lock(_page_cache_mutex); + return _page_cache_stats; + } + +private: + bool page_cache_enabled() const { + return _enable_page_cache && !config::disable_storage_page_cache && + StoragePageCache::instance() != nullptr && !_page_cache_file_key.empty(); + } + + bool range_in_page_cache_scope(int64_t position, int64_t nbytes) const { + if (nbytes <= 0) { + return false; + } + const int64_t end = position + nbytes; + for (const auto& range : _page_cache_ranges) { + const int64_t range_end = range.offset + range.size; + if (position >= range.offset && end <= range_end) { + return true; + } + } + return false; + } + + StoragePageCache::CacheKey page_cache_key(int64_t position, int64_t nbytes) const { + return StoragePageCache::CacheKey(_page_cache_file_key, + static_cast(position + nbytes), position); + } + + bool copy_cached_range(const ParquetPageCacheRange& cached_range, int64_t copy_position, + int64_t copy_size, void* out, int64_t output_offset) { + PageCacheHandle handle; + if (!StoragePageCache::instance()->lookup( + page_cache_key(cached_range.offset, cached_range.size), &handle, + segment_v2::DATA_PAGE)) { + unregister_cached_page_range(_page_cache_file_key, cached_range); + return false; + } + Slice cached = handle.data(); + const int64_t cache_offset = copy_position - cached_range.offset; + DORIS_CHECK(cache_offset >= 0); + DORIS_CHECK(cached.size >= static_cast(cache_offset + copy_size)); + memcpy(static_cast(out) + output_offset, cached.data + cache_offset, + static_cast(copy_size)); + return true; + } + + bool try_read_from_cached_ranges(int64_t position, int64_t nbytes, void* out) { + auto plan = detail::plan_page_cache_range_read( + position, nbytes, cached_page_ranges_for_file(_page_cache_file_key)); + if (plan.empty()) { + return false; + } + for (const auto& entry : plan) { + if (!copy_cached_range(entry.cached_range, + entry.cached_range.offset + entry.copy_offset_in_cache, + entry.copy_size, out, entry.output_offset)) { + return false; + } + } + return true; + } + + bool try_read_from_page_cache(int64_t position, int64_t nbytes, void* out) { + std::lock_guard lock(_page_cache_mutex); + if (!page_cache_enabled() || !range_in_page_cache_scope(position, nbytes)) { + return false; + } + ++_page_cache_stats.read_count; + // Fast path: Arrow issues the same ReadAt(offset, size) again, so the exact + // StoragePageCache key matches. + // + // Fallback path: Arrow may read a different but related byte range on another scan. + // Examples: + // - Current request [120, 150) can be served from cached [100, 200) by copying the + // 30-byte subset starting at cached offset 20. + // - Current request [100, 260) can be served by stitching cached [100, 180) and + // [180, 260). If any middle span is missing, it is a miss and the file reader fills + // the whole request from storage. + if (!copy_cached_range(ParquetPageCacheRange {position, nbytes}, position, nbytes, out, + 0) && + !try_read_from_cached_ranges(position, nbytes, out)) { + ++_page_cache_stats.miss_count; + return false; + } + ++_page_cache_stats.hit_count; + ++_page_cache_stats.compressed_hit_count; + return true; + } + + void insert_page_cache(int64_t position, int64_t nbytes, const void* data, size_t bytes_read) { + std::lock_guard lock(_page_cache_mutex); + if (!page_cache_enabled() || !range_in_page_cache_scope(position, nbytes) || + bytes_read != static_cast(nbytes)) { + return; + } + auto* page = new DataPage(bytes_read, true, segment_v2::DATA_PAGE); + memcpy(page->data(), data, bytes_read); + PageCacheHandle handle; + StoragePageCache::instance()->insert(page_cache_key(position, nbytes), page, &handle, + segment_v2::DATA_PAGE); + register_cached_page_range(_page_cache_file_key, position, nbytes); + ++_page_cache_stats.write_count; + ++_page_cache_stats.compressed_write_count; + } + + io::FileReaderSPtr _file_reader; + io::IOContext* _io_ctx = nullptr; + int64_t _pos = 0; + bool _closed = false; + bool _enable_page_cache = false; + std::string _page_cache_file_key; + mutable std::mutex _page_cache_mutex; + std::vector _page_cache_ranges; + ParquetPageCacheStats _page_cache_stats; +}; + +} // namespace + +Status arrow_status_to_doris_status(const arrow::Status& status) { + if (status.ok()) { + return Status::OK(); + } + if (status.IsIOError()) { + return Status::IOError(status.ToString()); + } + if (status.IsInvalid()) { + return Status::InvalidArgument(status.ToString()); + } + return Status::InternalError(status.ToString()); +} + +Status ParquetFileContext::open(io::FileReaderSPtr input_file_reader, io::IOContext* io_ctx, + bool enable_page_cache, + const io::FileDescription& file_description) { + DORIS_CHECK(input_file_reader != nullptr); + auto page_cache_file_key = build_page_cache_file_key(*input_file_reader, file_description); + arrow_file = std::make_shared(std::move(input_file_reader), io_ctx, + enable_page_cache, + std::move(page_cache_file_key)); + try { + // TODO: Cache parquet metadata in file system layer to avoid repeated metadata read for same file. + this->file_reader = ::parquet::ParquetFileReader::Open( + arrow_file, ::parquet::default_reader_properties()); + metadata = this->file_reader->metadata(); + schema = metadata != nullptr ? metadata->schema() : nullptr; + } catch (const ::parquet::ParquetException& e) { + return Status::Corruption("Failed to open parquet file: {}", e.what()); + } catch (const std::exception& e) { + return Status::InternalError("Failed to open parquet file: {}", e.what()); + } + + if (metadata == nullptr || schema == nullptr) { + return Status::Corruption("Failed to read parquet metadata"); + } + return Status::OK(); +} + +void ParquetFileContext::register_page_cache_ranges(std::vector ranges) { + DORIS_CHECK(arrow_file != nullptr); + static_cast(arrow_file.get()) + ->register_page_cache_ranges(std::move(ranges)); +} + +ParquetPageCacheStats ParquetFileContext::page_cache_stats() const { + if (arrow_file == nullptr) { + return {}; + } + return static_cast(arrow_file.get())->page_cache_stats(); +} + +Status ParquetFileContext::close() { + if (file_reader != nullptr) { + try { + file_reader->Close(); + } catch (const std::exception&) { + // close 需要保持幂等；这里不覆盖此前 scan 路径上的真实错误。 + } + } + if (arrow_file != nullptr) { + static_cast(arrow_status_to_doris_status(arrow_file->Close())); + } + file_reader.reset(); + arrow_file.reset(); + return Status::OK(); +} + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/parquet_file_context.h b/be/src/format_v2/parquet/parquet_file_context.h new file mode 100644 index 00000000000000..a1b7a49b6b89b8 --- /dev/null +++ b/be/src/format_v2/parquet/parquet_file_context.h @@ -0,0 +1,113 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include + +#include +#include +#include + +#include "common/status.h" +#include "io/fs/file_reader.h" + +namespace doris::io { +struct FileDescription; +} // namespace doris::io + +namespace doris::format::parquet { + +struct ParquetPageCacheRange { + int64_t offset = 0; + int64_t size = 0; + + int64_t end_offset() const { return offset + size; } +}; + +struct ParquetPageCacheReadPlanEntry { + // The exact cached StoragePageCache entry. The final cache key is still exact-range based: + // file key + cached_range.end_offset() + cached_range.offset. + ParquetPageCacheRange cached_range; + // Byte offset inside cached_range to start copying from. + int64_t copy_offset_in_cache = 0; + // Byte offset inside the current ReadAt output buffer to start writing to. + int64_t output_offset = 0; + int64_t copy_size = 0; +}; + +struct ParquetPageCacheStats { + int64_t read_count = 0; + int64_t write_count = 0; + int64_t compressed_write_count = 0; + int64_t hit_count = 0; + int64_t miss_count = 0; + int64_t compressed_hit_count = 0; +}; + +namespace detail { + +// Build the copy plan for a ReadAt(position, nbytes) request from the range metadata of +// previously cached entries. +// +// StoragePageCache cannot do range lookup by itself; it can only lookup an exact key. The +// caller therefore keeps lightweight cached range metadata and uses this function to decide +// which exact cache entries to fetch and which byte spans to copy. +// +// Examples: +// 1. Subset hit: +// request [120, 150), cached [100, 200) -> copy 30 bytes from cached offset 20. +// 2. Superset hit covered by multiple cached entries: +// request [100, 260), cached [100, 180) and [180, 260) +// -> two copies: [100, 180) to output offset 0, [180, 260) to output offset 80. +// 3. Partial overlap is a miss: +// request [100, 260), cached [100, 180) only -> empty plan, caller reads from file. +std::vector plan_page_cache_range_read( + int64_t position, int64_t nbytes, const std::vector& cached_ranges); + +} // namespace detail + +// Parquet 文件上下文 — 管理 Arrow 层文件对象和元数据的生命周期。 +// +// 该类是 Doris 与 Arrow Parquet C++ library 的边界： +// - open(): 将 Doris 的 io::FileReader 包装为 Arrow::RandomAccessFile， +// 然后用 Arrow 的 ParquetFileReader::Open() 解析 footer。 +// - close(): 释放 Arrow 持有的文件句柄和 reader 资源。 +// +// metadata 和 schema 在 open() 后可用，供 build_parquet_column_schema()、 +// plan_parquet_row_groups() 等使用。ParquetColumnReaderFactory 通过 +// file_reader->RowGroup(idx) 按需打开 RowGroupReader。 +struct ParquetFileContext { + std::shared_ptr arrow_file; // Doris FileReader 的 Arrow 包装 + std::unique_ptr<::parquet::ParquetFileReader> file_reader; // Arrow Parquet 文件解析器 + std::shared_ptr<::parquet::FileMetaData> metadata; // Footer metadata (RowGroup 信息) + const ::parquet::SchemaDescriptor* schema = nullptr; // 物理 leaf column schema + + Status open(io::FileReaderSPtr input_file_reader, io::IOContext* io_ctx, bool enable_page_cache, + const io::FileDescription& file_description); + // Register file ranges that belong to selected Parquet column chunks. Arrow still owns page + // decoding, so v2 caches the serialized bytes read inside these ranges and excludes + // footer/metadata reads that happen before registration. + void register_page_cache_ranges(std::vector ranges); + ParquetPageCacheStats page_cache_stats() const; + Status close(); +}; + +Status arrow_status_to_doris_status(const arrow::Status& status); + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/parquet_profile.cpp b/be/src/format_v2/parquet/parquet_profile.cpp new file mode 100644 index 00000000000000..79f979ea0cf1b8 --- /dev/null +++ b/be/src/format_v2/parquet/parquet_profile.cpp @@ -0,0 +1,191 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/parquet/parquet_profile.h" + +#include "format_v2/parquet/parquet_statistics.h" + +namespace doris::format::parquet { + +void ParquetProfile::init(RuntimeProfile* profile) { + if (profile == nullptr) { + return; + } + + static const char* parquet_profile = "ParquetReader"; + ADD_TIMER_WITH_LEVEL(profile, parquet_profile, 1); + + filtered_row_groups = ADD_CHILD_COUNTER_WITH_LEVEL(profile, "RowGroupsFiltered", TUnit::UNIT, + parquet_profile, 1); + filtered_row_groups_by_min_max = ADD_CHILD_COUNTER_WITH_LEVEL( + profile, "RowGroupsFilteredByMinMax", TUnit::UNIT, parquet_profile, 1); + filtered_row_groups_by_dictionary = ADD_CHILD_COUNTER_WITH_LEVEL( + profile, "RowGroupsFilteredByDictionary", TUnit::UNIT, parquet_profile, 1); + filtered_row_groups_by_bloom_filter = ADD_CHILD_COUNTER_WITH_LEVEL( + profile, "RowGroupsFilteredByBloomFilter", TUnit::UNIT, parquet_profile, 1); + to_read_row_groups = ADD_CHILD_COUNTER_WITH_LEVEL(profile, "RowGroupsReadNum", TUnit::UNIT, + parquet_profile, 1); + total_row_groups = ADD_CHILD_COUNTER_WITH_LEVEL(profile, "RowGroupsTotalNum", TUnit::UNIT, + parquet_profile, 1); + selected_row_ranges = ADD_CHILD_COUNTER_WITH_LEVEL(profile, "SelectedRowRanges", TUnit::UNIT, + parquet_profile, 1); + filtered_group_rows = ADD_CHILD_COUNTER_WITH_LEVEL(profile, "FilteredRowsByGroup", TUnit::UNIT, + parquet_profile, 1); + filtered_page_rows = ADD_CHILD_COUNTER_WITH_LEVEL(profile, "FilteredRowsByPage", TUnit::UNIT, + parquet_profile, 1); + pages_skipped_by_data_page_filter = ADD_CHILD_COUNTER_WITH_LEVEL( + profile, "PagesSkippedByDataPageFilter", TUnit::UNIT, parquet_profile, 1); + data_page_filter_skip_bytes = ADD_CHILD_COUNTER_WITH_LEVEL(profile, "DataPageFilterSkipBytes", + TUnit::BYTES, parquet_profile, 1); + selected_rows = + ADD_CHILD_COUNTER_WITH_LEVEL(profile, "SelectedRows", TUnit::UNIT, parquet_profile, 1); + rows_filtered_by_conjunct = ADD_CHILD_COUNTER_WITH_LEVEL(profile, "RowsFilteredByConjunct", + TUnit::UNIT, parquet_profile, 1); + total_batches = + ADD_CHILD_COUNTER_WITH_LEVEL(profile, "TotalBatches", TUnit::UNIT, parquet_profile, 1); + empty_selection_batches = ADD_CHILD_COUNTER_WITH_LEVEL(profile, "EmptySelectionBatches", + TUnit::UNIT, parquet_profile, 1); + range_gap_skipped_rows = ADD_CHILD_COUNTER_WITH_LEVEL(profile, "RangeGapSkippedRows", + TUnit::UNIT, parquet_profile, 1); + reader_read_rows = ADD_CHILD_COUNTER_WITH_LEVEL(profile, "ReaderReadRows", TUnit::UNIT, + parquet_profile, 1); + reader_skip_rows = ADD_CHILD_COUNTER_WITH_LEVEL(profile, "ReaderSkipRows", TUnit::UNIT, + parquet_profile, 1); + reader_select_rows = ADD_CHILD_COUNTER_WITH_LEVEL(profile, "ReaderSelectRows", TUnit::UNIT, + parquet_profile, 1); + arrow_read_records_time = + ADD_CHILD_TIMER_WITH_LEVEL(profile, "ArrowReadRecordsTime", parquet_profile, 1); + materialization_time = + ADD_CHILD_TIMER_WITH_LEVEL(profile, "MaterializationTime", parquet_profile, 1); + lazy_read_filtered_rows = ADD_CHILD_COUNTER_WITH_LEVEL(profile, "FilteredRowsByLazyRead", + TUnit::UNIT, parquet_profile, 1); + filtered_bytes = ADD_CHILD_COUNTER_WITH_LEVEL(profile, "FilteredBytes", TUnit::BYTES, + parquet_profile, 1); + raw_rows_read = + ADD_CHILD_COUNTER_WITH_LEVEL(profile, "RawRowsRead", TUnit::UNIT, parquet_profile, 1); + column_read_time = ADD_CHILD_TIMER_WITH_LEVEL(profile, "ColumnReadTime", parquet_profile, 1); + parse_meta_time = ADD_CHILD_TIMER_WITH_LEVEL(profile, "ParseMetaTime", parquet_profile, 1); + parse_footer_time = ADD_CHILD_TIMER_WITH_LEVEL(profile, "ParseFooterTime", parquet_profile, 1); + file_reader_create_time = + ADD_CHILD_TIMER_WITH_LEVEL(profile, "FileReaderCreateTime", parquet_profile, 1); + open_file_num = + ADD_CHILD_COUNTER_WITH_LEVEL(profile, "FileNum", TUnit::UNIT, parquet_profile, 1); + page_index_read_calls = ADD_COUNTER_WITH_LEVEL(profile, "PageIndexReadCalls", TUnit::UNIT, 1); + page_index_filter_time = + ADD_CHILD_TIMER_WITH_LEVEL(profile, "PageIndexFilterTime", parquet_profile, 1); + read_page_index_time = + ADD_CHILD_TIMER_WITH_LEVEL(profile, "PageIndexReadTime", parquet_profile, 1); + parse_page_index_time = + ADD_CHILD_TIMER_WITH_LEVEL(profile, "PageIndexParseTime", parquet_profile, 1); + row_group_filter_time = + ADD_CHILD_TIMER_WITH_LEVEL(profile, "RowGroupFilterTime", parquet_profile, 1); + file_footer_read_calls = ADD_COUNTER_WITH_LEVEL(profile, "FileFooterReadCalls", TUnit::UNIT, 1); + file_footer_hit_cache = ADD_COUNTER_WITH_LEVEL(profile, "FileFooterHitCache", TUnit::UNIT, 1); + decompress_time = ADD_CHILD_TIMER_WITH_LEVEL(profile, "DecompressTime", parquet_profile, 1); + decompress_cnt = ADD_CHILD_COUNTER_WITH_LEVEL(profile, "DecompressCount", TUnit::UNIT, + parquet_profile, 1); + page_read_counter = + ADD_CHILD_COUNTER_WITH_LEVEL(profile, "PageReadCount", TUnit::UNIT, parquet_profile, 1); + page_cache_write_counter = ADD_CHILD_COUNTER_WITH_LEVEL(profile, "PageCacheWriteCount", + TUnit::UNIT, parquet_profile, 1); + page_cache_compressed_write_counter = ADD_CHILD_COUNTER_WITH_LEVEL( + profile, "PageCacheCompressedWriteCount", TUnit::UNIT, parquet_profile, 1); + page_cache_decompressed_write_counter = ADD_CHILD_COUNTER_WITH_LEVEL( + profile, "PageCacheDecompressedWriteCount", TUnit::UNIT, parquet_profile, 1); + page_cache_hit_counter = ADD_CHILD_COUNTER_WITH_LEVEL(profile, "PageCacheHitCount", TUnit::UNIT, + parquet_profile, 1); + page_cache_missing_counter = ADD_CHILD_COUNTER_WITH_LEVEL(profile, "PageCacheMissingCount", + TUnit::UNIT, parquet_profile, 1); + page_cache_compressed_hit_counter = ADD_CHILD_COUNTER_WITH_LEVEL( + profile, "PageCacheCompressedHitCount", TUnit::UNIT, parquet_profile, 1); + page_cache_decompressed_hit_counter = ADD_CHILD_COUNTER_WITH_LEVEL( + profile, "PageCacheDecompressedHitCount", TUnit::UNIT, parquet_profile, 1); + decode_header_time = + ADD_CHILD_TIMER_WITH_LEVEL(profile, "PageHeaderDecodeTime", parquet_profile, 1); + read_page_header_time = + ADD_CHILD_TIMER_WITH_LEVEL(profile, "PageHeaderReadTime", parquet_profile, 1); + decode_value_time = ADD_CHILD_TIMER_WITH_LEVEL(profile, "DecodeValueTime", parquet_profile, 1); + decode_dict_time = ADD_CHILD_TIMER_WITH_LEVEL(profile, "DecodeDictTime", parquet_profile, 1); + decode_level_time = ADD_CHILD_TIMER_WITH_LEVEL(profile, "DecodeLevelTime", parquet_profile, 1); + decode_null_map_time = + ADD_CHILD_TIMER_WITH_LEVEL(profile, "DecodeNullMapTime", parquet_profile, 1); + skip_page_header_num = ADD_CHILD_COUNTER_WITH_LEVEL(profile, "SkipPageHeaderNum", TUnit::UNIT, + parquet_profile, 1); + parse_page_header_num = ADD_CHILD_COUNTER_WITH_LEVEL(profile, "ParsePageHeaderNum", TUnit::UNIT, + parquet_profile, 1); + predicate_filter_time = + ADD_CHILD_TIMER_WITH_LEVEL(profile, "PredicateFilterTime", parquet_profile, 1); + dict_filter_rewrite_time = + ADD_CHILD_TIMER_WITH_LEVEL(profile, "DictFilterRewriteTime", parquet_profile, 1); + convert_time = ADD_CHILD_TIMER_WITH_LEVEL(profile, "ConvertTime", parquet_profile, 1); + bloom_filter_read_time = + ADD_CHILD_TIMER_WITH_LEVEL(profile, "BloomFilterReadTime", parquet_profile, 1); +} + +void ParquetProfile::update_pruning_stats(const ParquetPruningStats& pruning_stats) const { + COUNTER_UPDATE(filtered_row_groups, + pruning_stats.total_row_groups - pruning_stats.selected_row_groups); + COUNTER_UPDATE(filtered_row_groups_by_min_max, pruning_stats.filtered_row_groups_by_statistics); + COUNTER_UPDATE(filtered_row_groups_by_dictionary, + pruning_stats.filtered_row_groups_by_dictionary); + COUNTER_UPDATE(filtered_row_groups_by_bloom_filter, + pruning_stats.filtered_row_groups_by_bloom_filter); + COUNTER_UPDATE(to_read_row_groups, pruning_stats.selected_row_groups); + COUNTER_UPDATE(total_row_groups, pruning_stats.total_row_groups); + COUNTER_UPDATE(selected_row_ranges, pruning_stats.selected_row_ranges); + COUNTER_UPDATE(filtered_group_rows, pruning_stats.filtered_group_rows); + COUNTER_UPDATE(filtered_page_rows, pruning_stats.filtered_page_rows); + COUNTER_UPDATE(page_index_read_calls, pruning_stats.page_index_read_calls); + COUNTER_UPDATE(bloom_filter_read_time, pruning_stats.bloom_filter_read_time); + COUNTER_UPDATE(row_group_filter_time, pruning_stats.row_group_filter_time); + COUNTER_UPDATE(page_index_filter_time, pruning_stats.page_index_filter_time); + COUNTER_UPDATE(read_page_index_time, pruning_stats.read_page_index_time); +} + +ParquetPageSkipProfile ParquetProfile::page_skip_profile() const { + return { + .skipped_pages = pages_skipped_by_data_page_filter, + .skipped_bytes = data_page_filter_skip_bytes, + }; +} + +ParquetColumnReaderProfile ParquetProfile::column_reader_profile() const { + return { + .reader_read_rows = reader_read_rows, + .reader_skip_rows = reader_skip_rows, + .reader_select_rows = reader_select_rows, + .arrow_read_records_time = arrow_read_records_time, + .materialization_time = materialization_time, + }; +} + +ParquetScanProfile ParquetProfile::scan_profile() const { + return { + .raw_rows_read = raw_rows_read, + .selected_rows = selected_rows, + .rows_filtered_by_conjunct = rows_filtered_by_conjunct, + .lazy_read_filtered_rows = lazy_read_filtered_rows, + .total_batches = total_batches, + .empty_selection_batches = empty_selection_batches, + .range_gap_skipped_rows = range_gap_skipped_rows, + .column_read_time = column_read_time, + .predicate_filter_time = predicate_filter_time, + .column_reader_profile = column_reader_profile(), + }; +} + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/parquet_profile.h b/be/src/format_v2/parquet/parquet_profile.h new file mode 100644 index 00000000000000..26e6d01d943fd0 --- /dev/null +++ b/be/src/format_v2/parquet/parquet_profile.h @@ -0,0 +1,158 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include "runtime/runtime_profile.h" + +namespace doris::format::parquet { + +struct ParquetPruningStats; + +// ============================================================================ +// Page Skip Profile — data page 级跳过统计 +// ============================================================================ +struct ParquetPageSkipProfile { + RuntimeProfile::Counter* skipped_pages = nullptr; // 被 page index 跳过的 data page 数 + RuntimeProfile::Counter* skipped_bytes = nullptr; // 被跳过的压缩字节数 +}; + +// ============================================================================ +// Column Reader Profile — 列读取统计 +// ============================================================================ +struct ParquetColumnReaderProfile { + RuntimeProfile::Counter* reader_read_rows = nullptr; // read() 读取的行数 + RuntimeProfile::Counter* reader_skip_rows = nullptr; // skip() 跳过的行数 + RuntimeProfile::Counter* reader_select_rows = nullptr; // select() 选中的行数 + RuntimeProfile::Counter* arrow_read_records_time = nullptr; // Arrow RecordReader 耗时 (ns) + RuntimeProfile::Counter* materialization_time = nullptr; // 值物化耗时 (ns) +}; + +// ============================================================================ +// Scan Profile — 扫描调度统计（每个 batch 的粒度） +// ============================================================================ +struct ParquetScanProfile { + RuntimeProfile::Counter* raw_rows_read = nullptr; // 从 RecordReader 读取的原始行数 + RuntimeProfile::Counter* selected_rows = nullptr; // conjuncts 过滤后选中的行数 + RuntimeProfile::Counter* rows_filtered_by_conjunct = nullptr; // 被 conjuncts 过滤掉的行数 + RuntimeProfile::Counter* lazy_read_filtered_rows = + nullptr; // 因 late materialization 减少读取的行数 + RuntimeProfile::Counter* total_batches = nullptr; // 总批次数 + RuntimeProfile::Counter* empty_selection_batches = nullptr; // 全过滤的空批次数 + RuntimeProfile::Counter* range_gap_skipped_rows = nullptr; // range gap 跳过的行数 + RuntimeProfile::Counter* column_read_time = nullptr; // 列读取耗时 (ns) + RuntimeProfile::Counter* predicate_filter_time = nullptr; // predicate 过滤耗时 (ns) + ParquetColumnReaderProfile column_reader_profile; // 嵌套的列读取统计 +}; + +// ============================================================================ +// Parquet Profile — 统一的 RuntimeProfile Counter 集合 +// ============================================================================ +// +// 管理 new Parquet reader 暴露的所有 RuntimeProfile Counter。 +// 通过 page_skip_profile() / column_reader_profile() / scan_profile() 方法 +// 将整体的 Counter 集合拆分为不同模块需要的窄视图。 +// ============================================================================ +struct ParquetProfile { + void init(RuntimeProfile* profile); + void update_pruning_stats(const ParquetPruningStats& pruning_stats) const; + + // 构建各模块的窄视图（只是指针透传，不创建新 Counter） + ParquetPageSkipProfile page_skip_profile() const; + ParquetColumnReaderProfile column_reader_profile() const; + ParquetScanProfile scan_profile() const; + + // ======== RowGroup 裁剪 ======== + RuntimeProfile::Counter* filtered_row_groups = nullptr; + RuntimeProfile::Counter* filtered_row_groups_by_min_max = nullptr; + RuntimeProfile::Counter* filtered_row_groups_by_dictionary = nullptr; + RuntimeProfile::Counter* filtered_row_groups_by_bloom_filter = nullptr; + RuntimeProfile::Counter* to_read_row_groups = nullptr; + RuntimeProfile::Counter* total_row_groups = nullptr; + RuntimeProfile::Counter* selected_row_ranges = nullptr; + RuntimeProfile::Counter* filtered_group_rows = nullptr; + RuntimeProfile::Counter* filtered_page_rows = nullptr; + + // ======== Page Skip ======== + RuntimeProfile::Counter* pages_skipped_by_data_page_filter = nullptr; + RuntimeProfile::Counter* data_page_filter_skip_bytes = nullptr; + + // ======== Batch 读取 ======== + RuntimeProfile::Counter* selected_rows = nullptr; + RuntimeProfile::Counter* rows_filtered_by_conjunct = nullptr; + RuntimeProfile::Counter* total_batches = nullptr; + RuntimeProfile::Counter* empty_selection_batches = nullptr; + RuntimeProfile::Counter* range_gap_skipped_rows = nullptr; + + // ======== Column Reader ======== + RuntimeProfile::Counter* reader_read_rows = nullptr; + RuntimeProfile::Counter* reader_skip_rows = nullptr; + RuntimeProfile::Counter* reader_select_rows = nullptr; + RuntimeProfile::Counter* arrow_read_records_time = nullptr; + RuntimeProfile::Counter* materialization_time = nullptr; + + // ======== 延迟读取 ======== + RuntimeProfile::Counter* lazy_read_filtered_rows = nullptr; + RuntimeProfile::Counter* filtered_bytes = nullptr; + RuntimeProfile::Counter* raw_rows_read = nullptr; + RuntimeProfile::Counter* column_read_time = nullptr; + + // ======== 文件操作 ======== + RuntimeProfile::Counter* parse_meta_time = nullptr; + RuntimeProfile::Counter* parse_footer_time = nullptr; + RuntimeProfile::Counter* file_reader_create_time = nullptr; + RuntimeProfile::Counter* open_file_num = nullptr; + RuntimeProfile::Counter* file_footer_read_calls = nullptr; + RuntimeProfile::Counter* file_footer_hit_cache = nullptr; + + // ======== 裁剪耗时 ======== + RuntimeProfile::Counter* row_group_filter_time = nullptr; + RuntimeProfile::Counter* page_index_read_calls = nullptr; + RuntimeProfile::Counter* page_index_filter_time = nullptr; + RuntimeProfile::Counter* read_page_index_time = nullptr; + RuntimeProfile::Counter* parse_page_index_time = nullptr; + + // ======== 解压 & Page Cache ======== + RuntimeProfile::Counter* decompress_time = nullptr; + RuntimeProfile::Counter* decompress_cnt = nullptr; + RuntimeProfile::Counter* page_read_counter = nullptr; + RuntimeProfile::Counter* page_cache_write_counter = nullptr; + RuntimeProfile::Counter* page_cache_compressed_write_counter = nullptr; + RuntimeProfile::Counter* page_cache_decompressed_write_counter = nullptr; + RuntimeProfile::Counter* page_cache_hit_counter = nullptr; + RuntimeProfile::Counter* page_cache_missing_counter = nullptr; + RuntimeProfile::Counter* page_cache_compressed_hit_counter = nullptr; + RuntimeProfile::Counter* page_cache_decompressed_hit_counter = nullptr; + + // ======== 解码 ======== + RuntimeProfile::Counter* decode_header_time = nullptr; + RuntimeProfile::Counter* read_page_header_time = nullptr; + RuntimeProfile::Counter* decode_value_time = nullptr; + RuntimeProfile::Counter* decode_dict_time = nullptr; + RuntimeProfile::Counter* decode_level_time = nullptr; + RuntimeProfile::Counter* decode_null_map_time = nullptr; + RuntimeProfile::Counter* skip_page_header_num = nullptr; + RuntimeProfile::Counter* parse_page_header_num = nullptr; + + // ======== 其他 ======== + RuntimeProfile::Counter* predicate_filter_time = nullptr; + RuntimeProfile::Counter* dict_filter_rewrite_time = nullptr; + RuntimeProfile::Counter* convert_time = nullptr; + RuntimeProfile::Counter* bloom_filter_read_time = nullptr; +}; + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/parquet_reader.cpp b/be/src/format_v2/parquet/parquet_reader.cpp new file mode 100644 index 00000000000000..f7dc39ce7967f4 --- /dev/null +++ b/be/src/format_v2/parquet/parquet_reader.cpp @@ -0,0 +1,564 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/parquet/parquet_reader.h" + +#include +#include +#include +#include +#include +#include +#include +#include + +#include "core/assert_cast.h" +#include "core/block/block.h" +#include "core/data_type/data_type_array.h" +#include "core/data_type/data_type_factory.hpp" +#include "core/data_type/data_type_map.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_struct.h" +#include "format_v2/column_mapper.h" +#include "format_v2/parquet/parquet_column_schema.h" +#include "format_v2/parquet/parquet_file_context.h" +#include "format_v2/parquet/parquet_scan.h" +#include "format_v2/parquet/parquet_statistics.h" +#include "format_v2/parquet/reader/column_reader.h" +#include "runtime/runtime_state.h" + +namespace doris::format::parquet { + +struct ParquetReaderScanState { + ParquetFileContext file_context; + std::vector> file_schema; + RowGroupScanPlan scan_plan; + ParquetScanScheduler scheduler; + const cctz::time_zone* timezone = nullptr; + bool enable_bloom_filter = false; + bool enable_page_cache = false; +}; + +int64_t column_chunk_start_offset(const ::parquet::ColumnChunkMetaData& column_metadata) { + return column_metadata.has_dictionary_page() + ? cast_set(column_metadata.dictionary_page_offset()) + : cast_set(column_metadata.data_page_offset()); +} + +void collect_all_leaf_column_ids(const ParquetColumnSchema& column_schema, + std::unordered_set* leaf_column_ids) { + DORIS_CHECK(leaf_column_ids != nullptr); + if (column_schema.kind == ParquetColumnSchemaKind::PRIMITIVE) { + if (column_schema.leaf_column_id >= 0) { + leaf_column_ids->insert(column_schema.leaf_column_id); + } + return; + } + for (const auto& child : column_schema.children) { + DORIS_CHECK(child != nullptr); + collect_all_leaf_column_ids(*child, leaf_column_ids); + } +} + +void collect_projected_leaf_column_ids(const ParquetColumnSchema& column_schema, + const format::LocalColumnIndex& projection, + std::unordered_set* leaf_column_ids) { + DORIS_CHECK(leaf_column_ids != nullptr); + if (projection.project_all_children || projection.children.empty()) { + collect_all_leaf_column_ids(column_schema, leaf_column_ids); + return; + } + for (const auto& child_projection : projection.children) { + const auto child_it = + std::ranges::find_if(column_schema.children, [&](const auto& child_schema) { + return child_schema->local_id == child_projection.local_id(); + }); + DORIS_CHECK(child_it != column_schema.children.end()); + collect_projected_leaf_column_ids(**child_it, child_projection, leaf_column_ids); + } +} + +void collect_request_leaf_column_ids( + const std::vector>& file_schema, + const format::FileScanRequest& request, std::unordered_set* leaf_column_ids) { + DORIS_CHECK(leaf_column_ids != nullptr); + auto collect_scan_column = [&](const format::LocalColumnIndex& projection) { + const auto local_id = projection.local_id(); + if (local_id == format::ROW_POSITION_COLUMN_ID || + local_id == format::GLOBAL_ROWID_COLUMN_ID) { + return; + } + DORIS_CHECK(local_id >= 0 && local_id < static_cast(file_schema.size())); + DORIS_CHECK(file_schema[local_id] != nullptr); + collect_projected_leaf_column_ids(*file_schema[local_id], projection, leaf_column_ids); + }; + for (const auto& column : request.predicate_columns) { + collect_scan_column(column); + } + for (const auto& column : request.non_predicate_columns) { + collect_scan_column(column); + } +} + +std::vector build_page_cache_ranges( + const ::parquet::FileMetaData& metadata, + const std::vector>& file_schema, + const format::FileScanRequest& request, const RowGroupScanPlan& row_group_plan) { + std::unordered_set leaf_column_ids; + collect_request_leaf_column_ids(file_schema, request, &leaf_column_ids); + std::vector ranges; + ranges.reserve(row_group_plan.row_groups.size() * leaf_column_ids.size()); + for (const auto& row_group_plan_item : row_group_plan.row_groups) { + auto row_group_metadata = metadata.RowGroup(row_group_plan_item.row_group_id); + DORIS_CHECK(row_group_metadata != nullptr); + for (const auto leaf_column_id : leaf_column_ids) { + DORIS_CHECK(leaf_column_id >= 0 && leaf_column_id < row_group_metadata->num_columns()); + auto column_metadata = row_group_metadata->ColumnChunk(leaf_column_id); + DORIS_CHECK(column_metadata != nullptr); + const int64_t offset = column_chunk_start_offset(*column_metadata); + const int64_t size = column_metadata->total_compressed_size(); + DORIS_CHECK(offset >= 0); + DORIS_CHECK(size >= 0); + if (size > 0) { + ranges.push_back(ParquetPageCacheRange {.offset = offset, .size = size}); + } + } + } + return ranges; +} + +DataTypePtr nullable_like_original(const DataTypePtr& type, DataTypePtr nested_type) { + return type != nullptr && type->is_nullable() ? make_nullable(nested_type) : nested_type; +} + +int timestamp_tz_scale(const ParquetTypeDescriptor& type_descriptor) { + switch (type_descriptor.time_unit) { + case ParquetTimeUnit::MILLIS: + return 3; + case ParquetTimeUnit::MICROS: + case ParquetTimeUnit::UNKNOWN: + default: + return 6; + } +} + +bool should_map_to_timestamp_tz(const ParquetColumnSchema& column_schema) { + const auto& type_descriptor = column_schema.type_descriptor; + return type_descriptor.is_timestamp && type_descriptor.timestamp_is_adjusted_to_utc; +} + +DataTypePtr apply_timestamp_tz_mapping(ParquetColumnSchema* column_schema) { + DORIS_CHECK(column_schema != nullptr); + if (column_schema->kind == ParquetColumnSchemaKind::PRIMITIVE) { + if (should_map_to_timestamp_tz(*column_schema)) { + const bool nullable = + column_schema->type != nullptr && column_schema->type->is_nullable(); + const auto scale = timestamp_tz_scale(column_schema->type_descriptor); + column_schema->type = DataTypeFactory::instance().create_data_type(TYPE_TIMESTAMPTZ, + nullable, 0, scale); + column_schema->type_descriptor.doris_type = column_schema->type; + } + return column_schema->type; + } + + std::vector child_types; + child_types.reserve(column_schema->children.size()); + for (auto& child : column_schema->children) { + child_types.push_back(apply_timestamp_tz_mapping(child.get())); + } + + if (column_schema->kind == ParquetColumnSchemaKind::LIST) { + DORIS_CHECK(child_types.size() == 1); + column_schema->type = nullable_like_original( + column_schema->type, std::make_shared(child_types[0])); + } else if (column_schema->kind == ParquetColumnSchemaKind::MAP) { + DORIS_CHECK(child_types.size() == 2); + column_schema->type = nullable_like_original( + column_schema->type, std::make_shared(make_nullable(child_types[0]), + make_nullable(child_types[1]))); + } else if (column_schema->kind == ParquetColumnSchemaKind::STRUCT) { + Strings child_names; + child_names.reserve(column_schema->children.size()); + for (const auto& child : column_schema->children) { + child_names.push_back(child->name); + } + column_schema->type = nullable_like_original( + column_schema->type, std::make_shared(child_types, child_names)); + } + return column_schema->type; +} + +static Status find_projected_minmax_leaf(const ParquetColumnSchema& column_schema, + const format::LocalColumnIndex& projection, + const ParquetColumnSchema** leaf_schema) { + DORIS_CHECK(leaf_schema != nullptr); + if (projection.project_all_children || projection.children.empty()) { + if (column_schema.leaf_column_id < 0) { + return Status::NotSupported( + "Parquet aggregate pushdown only supports primitive column {}", + column_schema.name); + } + if (column_schema.max_repetition_level > 0) { + return Status::NotSupported( + "Parquet aggregate pushdown does not support repeated column {}", + column_schema.name); + } + *leaf_schema = &column_schema; + return Status::OK(); + } + if (projection.children.size() != 1) { + return Status::NotSupported( + "Parquet aggregate pushdown only supports a single nested leaf under column {}", + column_schema.name); + } + const auto& child_projection = projection.children[0]; + const auto child_schema_it = + std::ranges::find_if(column_schema.children, [&](const auto& child_schema) { + return child_schema->local_id == child_projection.local_id(); + }); + if (child_schema_it != column_schema.children.end()) { + return find_projected_minmax_leaf(**child_schema_it, child_projection, leaf_schema); + } + return Status::InvalidArgument("Invalid parquet aggregate projection local id {} for column {}", + child_projection.local_id(), column_schema.name); +} + +void ParquetReader::_fill_column_definition(const ParquetColumnSchema& column_schema, + format::ColumnDefinition* field) const { + if (column_schema.parquet_field_id >= 0) { + field->identifier = Field::create_field(column_schema.parquet_field_id); + } else { + field->identifier = Field::create_field(column_schema.name); + } + field->local_id = column_schema.local_id; + field->name = column_schema.name; + field->type = column_schema.type != nullptr && !column_schema.type->is_nullable() + ? make_nullable(column_schema.type) + : column_schema.type; + field->children.clear(); + field->children.reserve(column_schema.children.size()); + for (const auto& child : column_schema.children) { + format::ColumnDefinition child_field; + _fill_column_definition(*child, &child_field); + field->children.push_back(std::move(child_field)); + } +} + +ParquetReader::ParquetReader(std::shared_ptr& system_properties, + std::unique_ptr& file_description, + std::shared_ptr io_ctx, RuntimeProfile* profile, + std::optional global_rowid_context, + bool enable_mapping_timestamp_tz) + : FileReader(system_properties, file_description, io_ctx, profile), + _global_rowid_context(global_rowid_context), + _enable_mapping_timestamp_tz(enable_mapping_timestamp_tz) {} + +ParquetReader::~ParquetReader() = default; + +Status ParquetReader::init(RuntimeState* state) { + RETURN_IF_ERROR(format::FileReader::init(state)); + if (_profile != nullptr) { + COUNTER_UPDATE(_parquet_profile.file_reader_create_time, + _reader_statistics.file_reader_create_time); + COUNTER_UPDATE(_parquet_profile.open_file_num, _reader_statistics.open_file_num); + } + _state = std::make_unique(); + _state->enable_bloom_filter = + state != nullptr && state->query_options().enable_parquet_filter_by_bloom_filter; + _state->enable_page_cache = + state != nullptr && state->query_options().enable_parquet_file_page_cache; + if (state != nullptr) { + _state->timezone = &state->timezone_obj(); + _state->scheduler.set_timezone(&state->timezone_obj()); + _state->scheduler.set_enable_strict_mode(state->enable_strict_mode()); + } + // Open parquet file and parse metadata to get file schema. + RETURN_IF_ERROR(_state->file_context.open(_tracing_file_reader, _io_ctx.get(), + _state->enable_page_cache, *_file_description)); + // Build file schema from parquet metadata. + // A file reader may expose raw file identifiers, such as Parquet field_id, through ColumnDefinition::identifier + RETURN_IF_ERROR( + build_parquet_column_schema(*_state->file_context.schema, &_state->file_schema)); + if (_enable_mapping_timestamp_tz) { + for (auto& column_schema : _state->file_schema) { + apply_timestamp_tz_mapping(column_schema.get()); + } + } + return Status::OK(); +} + +Status ParquetReader::get_schema(std::vector* file_schema) const { + if (file_schema == nullptr) { + return Status::InvalidArgument("file_schema is null"); + } + file_schema->clear(); + if (_state == nullptr || _state->file_context.schema == nullptr) { + return Status::Uninitialized("ParquetReader is not open"); + } + + file_schema->reserve(_state->file_schema.size()); + for (size_t column_idx = 0; column_idx < _state->file_schema.size(); ++column_idx) { + format::ColumnDefinition field; + _fill_column_definition(*_state->file_schema[column_idx], &field); + DORIS_CHECK(field.local_id == static_cast(column_idx)); + file_schema->push_back(std::move(field)); + } + if (_global_rowid_context.has_value()) { + file_schema->push_back(format::global_rowid_column_definition()); + } + return Status::OK(); +} + +std::unique_ptr ParquetReader::create_column_mapper( + format::TableColumnMapperOptions options) const { + return std::make_unique(std::move(options)); +} + +Status ParquetReader::open(std::shared_ptr request) { + if (_state == nullptr || _state->file_context.metadata == nullptr || + _state->file_context.schema == nullptr) { + return Status::Uninitialized("ParquetReader is not open"); + } + auto request_snapshot = request; + DORIS_CHECK(request_snapshot != nullptr); + RETURN_IF_ERROR(format::FileReader::open(std::move(request))); + + const int num_fields = static_cast(_state->file_schema.size()); + for (const auto& column_filter : request_snapshot->column_predicate_filters) { + const auto file_column_id = column_filter.effective_file_column_id(); + if (!file_column_id.is_valid() || file_column_id.value() >= num_fields) { + return Status::InvalidArgument("Invalid parquet filter top-level local id {}", + file_column_id.value()); + } + } + + // `local_positions.empty()` means all columns are needed by table reader + // TODO(gabriel): It will happen only for TVF `select *` query. + if (request_snapshot->local_positions.empty()) { + for (const auto& col : request_snapshot->predicate_columns) { + request_snapshot->local_positions.emplace(col.column_id(), + format::LocalIndex(col.column_id().value())); + } + for (const auto& col : request_snapshot->non_predicate_columns) { + request_snapshot->local_positions.emplace(col.column_id(), + format::LocalIndex(col.column_id().value())); + } + } + + for (const auto& col : request_snapshot->predicate_columns) { + DORIS_CHECK(request_snapshot->local_positions.count(col.column_id()) > 0); + const auto local_id = col.local_id(); + if (local_id == format::ROW_POSITION_COLUMN_ID || + local_id == format::GLOBAL_ROWID_COLUMN_ID) { + continue; + } + DORIS_CHECK(local_id >= 0 && local_id < num_fields); + } + for (const auto& col : request_snapshot->non_predicate_columns) { + DORIS_CHECK(request_snapshot->local_positions.count(col.column_id()) > 0); + const auto local_id = col.local_id(); + if (local_id == format::ROW_POSITION_COLUMN_ID || + local_id == format::GLOBAL_ROWID_COLUMN_ID) { + continue; + } + DORIS_CHECK(local_id >= 0 && local_id < num_fields); + } + + RowGroupScanPlan row_group_plan; + ParquetScanRange scan_range; + scan_range.start_offset = _file_description->range_start_offset; + scan_range.size = _file_description->range_size; + scan_range.file_size = _file_description->file_size; + // Get selected ranges in row groups according to metadata (Row-Group level index and Page Index including Zonemap, Dictionary, Bloom Filter). + RETURN_IF_ERROR(plan_parquet_row_groups( + *_state->file_context.metadata, _state->file_context.file_reader.get(), + _state->file_schema, *request_snapshot, scan_range, _state->enable_bloom_filter, + &row_group_plan, _state->timezone)); + if (_profile != nullptr) { + _parquet_profile.update_pruning_stats(row_group_plan.pruning_stats); + } + if (_state->enable_page_cache) { + _state->file_context.register_page_cache_ranges( + build_page_cache_ranges(*_state->file_context.metadata, _state->file_schema, + *request_snapshot, row_group_plan)); + } + _state->scan_plan = row_group_plan; + _state->scheduler.set_page_skip_profile(_parquet_profile.page_skip_profile()); + _state->scheduler.set_global_rowid_context(_global_rowid_context); + _state->scheduler.set_scan_profile(_parquet_profile.scan_profile()); + _state->scheduler.set_plan(std::move(row_group_plan)); + _eof = _state->scheduler.empty(); + return Status::OK(); +} + +Status ParquetReader::get_block(Block* file_block, size_t* rows, bool* eof) { + if (_state == nullptr || _state->file_context.file_reader == nullptr || + _state->file_context.schema == nullptr) { + return Status::Uninitialized("ParquetReader is not open"); + } + *rows = 0; + if (_eof) { + *eof = true; + return Status::OK(); + } + auto request_snapshot = _request; + if (request_snapshot == nullptr) { + return Status::Cancelled("ParquetReader is closed"); + } + + const auto predicate_filtered_rows_before = _state->scheduler.predicate_filtered_rows(); + RETURN_IF_ERROR(_state->scheduler.read_next_batch(_state->file_context, _state->file_schema, + *request_snapshot, file_block, rows, eof)); + _sync_page_cache_profile(); + if (_io_ctx != nullptr) { + _io_ctx->predicate_filtered_rows += + _state->scheduler.predicate_filtered_rows() - predicate_filtered_rows_before; + } + _eof = *eof; + return Status::OK(); +} + +void ParquetReader::_sync_page_cache_profile() { + if (_profile == nullptr || _state == nullptr) { + return; + } + const auto stats = _state->file_context.page_cache_stats(); + COUNTER_UPDATE(_parquet_profile.page_read_counter, + stats.read_count - _reported_page_cache_stats.read_count); + COUNTER_UPDATE(_parquet_profile.page_cache_write_counter, + stats.write_count - _reported_page_cache_stats.write_count); + COUNTER_UPDATE( + _parquet_profile.page_cache_compressed_write_counter, + stats.compressed_write_count - _reported_page_cache_stats.compressed_write_count); + COUNTER_UPDATE(_parquet_profile.page_cache_hit_counter, + stats.hit_count - _reported_page_cache_stats.hit_count); + COUNTER_UPDATE(_parquet_profile.page_cache_missing_counter, + stats.miss_count - _reported_page_cache_stats.miss_count); + COUNTER_UPDATE(_parquet_profile.page_cache_compressed_hit_counter, + stats.compressed_hit_count - _reported_page_cache_stats.compressed_hit_count); + _reported_page_cache_stats = stats; +} + +void ParquetReader::set_condition_cache_context(std::shared_ptr ctx) { + if (_state == nullptr) { + return; + } + _state->scheduler.set_condition_cache_context(std::move(ctx)); + if (_io_ctx != nullptr) { + // Condition-cache HIT filters row ranges before batch reading, so skipped rows never belong + // to a later get_block() batch. Report the plan-level skipped rows at the same point where + // the scan plan is rewritten. + _io_ctx->condition_cache_filtered_rows += _state->scheduler.condition_cache_filtered_rows(); + } +} + +int64_t ParquetReader::get_total_rows() const { + if (_state == nullptr) { + return 0; + } + int64_t rows = 0; + for (const auto& row_group_plan : _state->scan_plan.row_groups) { + rows += row_group_plan.row_group_rows; + } + return rows; +} + +Status ParquetReader::get_aggregate_result(const format::FileAggregateRequest& request, + format::FileAggregateResult* result) { + DORIS_CHECK(result != nullptr); + if (_state == nullptr || _state->file_context.metadata == nullptr || + _state->file_context.schema == nullptr) { + return Status::Uninitialized("ParquetReader is not open"); + } + result->count = 0; + result->columns.clear(); + if (request.agg_type != TPushAggOp::type::COUNT && + request.agg_type != TPushAggOp::type::MINMAX) { + return Status::NotSupported("Unsupported parquet aggregate pushdown type {}", + request.agg_type); + } + + // Aggregate row count in all selected row groups. For MIN/MAX aggregate, this is used to determine whether there is no row group selected. + for (const auto& row_group_plan : _state->scan_plan.row_groups) { + auto row_group_metadata = + _state->file_context.metadata->RowGroup(row_group_plan.row_group_id); + DORIS_CHECK(row_group_metadata != nullptr); + result->count += row_group_metadata->num_rows(); + } + if (request.agg_type == TPushAggOp::type::COUNT) { + return Status::OK(); + } + + result->columns.resize(request.columns.size()); + for (size_t request_column_idx = 0; request_column_idx < request.columns.size(); + ++request_column_idx) { + const auto file_column_id = request.columns[request_column_idx].projection.local_id(); + if (file_column_id < 0 || + file_column_id >= static_cast(_state->file_schema.size())) { + return Status::InvalidArgument("Invalid parquet aggregate column id {}", + file_column_id); + } + const auto& column_schema = _state->file_schema[file_column_id]; + DORIS_CHECK(column_schema != nullptr); + const ParquetColumnSchema* leaf_schema = nullptr; + RETURN_IF_ERROR(find_projected_minmax_leaf( + *column_schema, request.columns[request_column_idx].projection, &leaf_schema)); + DORIS_CHECK(leaf_schema != nullptr); + + auto& aggregate_column = result->columns[request_column_idx]; + aggregate_column.projection = request.columns[request_column_idx].projection; + for (const auto& row_group_plan : _state->scan_plan.row_groups) { + auto row_group_metadata = + _state->file_context.metadata->RowGroup(row_group_plan.row_group_id); + DORIS_CHECK(row_group_metadata != nullptr); + auto column_chunk = row_group_metadata->ColumnChunk(leaf_schema->leaf_column_id); + DORIS_CHECK(column_chunk != nullptr); + const auto statistics = ParquetStatisticsUtils::TransformColumnStatistics( + *leaf_schema, column_chunk->statistics(), _state->timezone); + if (!statistics.has_min_max) { + return Status::NotSupported("Missing parquet min/max statistics for column {}", + leaf_schema->name); + } + if (!aggregate_column.has_min || statistics.min_value < aggregate_column.min_value) { + aggregate_column.min_value = statistics.min_value; + aggregate_column.has_min = true; + } + if (!aggregate_column.has_max || aggregate_column.max_value < statistics.max_value) { + aggregate_column.max_value = statistics.max_value; + aggregate_column.has_max = true; + } + } + if (!aggregate_column.has_min || !aggregate_column.has_max) { + return Status::NotSupported("No parquet row group selected for min/max pushdown"); + } + } + return Status::OK(); +} + +Status ParquetReader::close() { + if (_state != nullptr) { + _sync_page_cache_profile(); + RETURN_IF_ERROR(_state->file_context.close()); + } + return FileReader::close(); +} + +void ParquetReader::_init_profile() { + _parquet_profile.init(_profile); +} + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/parquet_reader.h b/be/src/format_v2/parquet/parquet_reader.h new file mode 100644 index 00000000000000..a85ccfede37c8b --- /dev/null +++ b/be/src/format_v2/parquet/parquet_reader.h @@ -0,0 +1,113 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include +#include + +#include "common/status.h" +#include "format_v2/file_reader.h" +#include "format_v2/parquet/parquet_column_schema.h" +#include "format_v2/parquet/parquet_file_context.h" +#include "format_v2/parquet/parquet_profile.h" + +namespace doris { +namespace io { +struct IOContext; +} // namespace io +} // namespace doris + +namespace doris::format::parquet { + +struct ParquetReaderScanState; + +// ============================================================================ +// Parquet 文件物理读取层 — FileReader 接口的 Parquet 实现 +// ============================================================================ +// +// 职责边界： +// ✓ 理解 Parquet file-local schema，处理文件打开、元数据解析、批次读取 +// ✗ 不理解 Iceberg/global schema，不处理 table-level cast/default/generated/partition 列 +// +// 被 TableReader（HiveReader、IcebergTableReader）通过 FileReader 接口调用。 +// TableReader 负责 schema mapping、predicate localization，生成 FileScanRequest 后 +// 传给 ParquetReader::open()。 +// +// 生命周期（TableReader 视角）： +// init() → get_schema() → open(request) → get_block() [loop] → close() +// +// init() — 打开文件，解析 footer，构建 ParquetColumnSchema 树 +// get_schema() — 暴露 file-local ColumnDefinition[]，供 TableReader 做 schema matching +// open() — 接收 FileScanRequest，执行 RowGroup 裁剪（plan_parquet_row_groups）， +// 初始化 ParquetScanScheduler +// get_block() — 委托 ParquetScanScheduler 逐批读取（late materialization） +// close() — 释放 Arrow 文件资源 +// ============================================================================ +class ParquetReader : public format::FileReader { +public: + ParquetReader(std::shared_ptr& system_properties, + std::unique_ptr& file_description, + std::shared_ptr io_ctx, RuntimeProfile* profile, + std::optional global_rowid_context = std::nullopt, + bool enable_mapping_timestamp_tz = false); + ~ParquetReader() override; + + Status init(RuntimeState* state) override; + + Status get_schema(std::vector* file_schema) const override; + + std::unique_ptr create_column_mapper( + format::TableColumnMapperOptions options) const override; + + Status open(std::shared_ptr request) override; + + // 读取下一批 Parquet file-local block。 + // 返回的列保持 file-local 语义，不补 default/generated/partition 列。 + Status get_block(Block* file_block, size_t* rows, bool* eof) override; + + // 聚合下推：从已裁剪选中的 RowGroup statistics 中提取 COUNT / MIN / MAX。 + Status get_aggregate_result(const format::FileAggregateRequest& request, + format::FileAggregateResult* result) override; + + void set_condition_cache_context(std::shared_ptr ctx) override; + + int64_t get_total_rows() const override; + + Status close() override; + +protected: + void _init_profile() override; + +private: + void _sync_page_cache_profile(); + + // 递归将 ParquetColumnSchema 树转换为 ColumnDefinition。 + // identifier 生成规则：有 parquet_field_id → Field(INT, field_id)，否则 → Field(STRING, name) + void _fill_column_definition(const ParquetColumnSchema& column_schema, + format::ColumnDefinition* field) const; + + std::unique_ptr + _state; // 全部扫描状态（file_context + schema + scheduler） + ParquetProfile _parquet_profile; // RuntimeProfile 计数器集合 + ParquetPageCacheStats _reported_page_cache_stats; + std::optional _global_rowid_context; // 全局 RowId 上下文 + bool _enable_mapping_timestamp_tz = false; // 是否将 UTC timestamp 映射为 TIMESTAMPTZ +}; + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/parquet_scan.cpp b/be/src/format_v2/parquet/parquet_scan.cpp new file mode 100644 index 00000000000000..5148436fbc49a5 --- /dev/null +++ b/be/src/format_v2/parquet/parquet_scan.cpp @@ -0,0 +1,671 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/parquet/parquet_scan.h" + +#include +#include +#include +#include + +#include "common/exception.h" +#include "common/status.h" +#include "core/assert_cast.h" +#include "core/block/block.h" +#include "core/column/column_vector.h" +#include "exprs/vexpr_context.h" +#include "format_v2/parquet/parquet_column_schema.h" +#include "format_v2/parquet/parquet_file_context.h" +#include "format_v2/parquet/parquet_statistics.h" + +namespace doris::format::parquet { + +namespace { + +int64_t column_start_offset(const ::parquet::ColumnChunkMetaData& column_metadata) { + return column_metadata.has_dictionary_page() + ? cast_set(column_metadata.dictionary_page_offset()) + : cast_set(column_metadata.data_page_offset()); +} + +// 判断 RG 是否在 scan_range 的 offset 范围之外。 +// +// 策略：取 RG 第一个和最后一个 column chunk 的起始 offset 的中点， +// 如果中点不在 [range_start, range_end) 内则该 RG 不属于当前 split。 +// 特殊处理：当 scan_range 覆盖整个文件（start=0, size>=file_size）时直接返回 false。 +bool is_row_group_outside_range(const ::parquet::FileMetaData& metadata, + const ParquetScanRange& scan_range, int row_group_idx) { + // size < 0 表示不限制范围（读整个文件） + if (scan_range.size < 0) { + return false; + } + const int64_t range_start_offset = scan_range.start_offset; + const int64_t range_end_offset = range_start_offset + scan_range.size; + DORIS_CHECK(range_start_offset >= 0); + DORIS_CHECK(range_end_offset >= range_start_offset); + // 覆盖整个文件 → 不过滤 + if (range_start_offset == 0 && + (scan_range.file_size < 0 || range_end_offset >= scan_range.file_size)) { + return false; + } + + auto row_group_metadata = metadata.RowGroup(row_group_idx); + DORIS_CHECK(row_group_metadata != nullptr); + DORIS_CHECK(row_group_metadata->num_columns() > 0); + const auto first_column = row_group_metadata->ColumnChunk(0); + const auto last_column = row_group_metadata->ColumnChunk(row_group_metadata->num_columns() - 1); + DORIS_CHECK(first_column != nullptr); + DORIS_CHECK(last_column != nullptr); + // RG 的 offset 范围 = [第一个 column chunk 起始, 最后一个 column chunk 结束) + const int64_t row_group_start_offset = column_start_offset(*first_column); + const int64_t row_group_end_offset = + column_start_offset(*last_column) + last_column->total_compressed_size(); + // 用 RGB 的中点判断归属 — 中点在哪个 split 的范围就属于哪个 split + const int64_t row_group_mid_offset = + row_group_start_offset + (row_group_end_offset - row_group_start_offset) / 2; + return row_group_mid_offset < range_start_offset || row_group_mid_offset >= range_end_offset; +} + +} // namespace + +// 最外层裁剪入口：三级流水线（代价从低到高）→ 输出 RowGroupScanPlan。 +// +// 1. 计算 first_file_row + 过滤 scan_range 外的 RG — O(1) 算术（is_row_group_outside_range） +// 2. select_row_groups_by_statistics() — RG 级裁剪 (min/max + dictionary + bloom filter)， +// 仅对 scan_range 内的 RG 执行，避免对范围外的 RG 做昂贵的 bloom filter/dictionary 读取 +// 3. select_row_group_ranges_by_page_index() — Page 级细粒度裁剪 +Status plan_parquet_row_groups(const ::parquet::FileMetaData& metadata, + ::parquet::ParquetFileReader* file_reader, + const std::vector>& file_schema, + const format::FileScanRequest& request, + const ParquetScanRange& scan_range, bool enable_bloom_filter, + RowGroupScanPlan* plan, const cctz::time_zone* timezone) { + DORIS_CHECK(plan != nullptr); + plan->row_groups.clear(); + plan->pruning_stats = ParquetPruningStats {}; + + // ① 计算 first_file_row + 过滤 scan_range（代价最低，先做） + std::vector row_group_first_rows(metadata.num_row_groups()); + std::vector scan_range_selected_row_groups; + scan_range_selected_row_groups.reserve(metadata.num_row_groups()); + int64_t next_row_group_first_row = 0; + for (int row_group_idx = 0; row_group_idx < metadata.num_row_groups(); ++row_group_idx) { + row_group_first_rows[row_group_idx] = next_row_group_first_row; + auto row_group_metadata = metadata.RowGroup(row_group_idx); + DORIS_CHECK(row_group_metadata != nullptr); + const int64_t row_group_rows = row_group_metadata->num_rows(); + if (row_group_rows < 0) { + return Status::Corruption("Invalid negative row count in parquet row group {}", + row_group_idx); + } + next_row_group_first_row += row_group_rows; + if (!is_row_group_outside_range(metadata, scan_range, row_group_idx)) { + scan_range_selected_row_groups.push_back(row_group_idx); + } + } + + // ② RG 级裁剪：仅对 scan_range 内的 RG 执行 + std::vector statistics_selected_row_groups; + RETURN_IF_ERROR(select_row_groups_by_statistics( + metadata, file_reader, file_schema, request, &scan_range_selected_row_groups, + &statistics_selected_row_groups, enable_bloom_filter, &plan->pruning_stats, timezone)); + + plan->row_groups.reserve(statistics_selected_row_groups.size()); + for (const auto row_group_idx : statistics_selected_row_groups) { + auto row_group_metadata = metadata.RowGroup(row_group_idx); + DORIS_CHECK(row_group_metadata != nullptr); + const int64_t row_group_rows = row_group_metadata->num_rows(); + if (row_group_rows == 0) { + continue; + } + + RowGroupReadPlan row_group_plan; + row_group_plan.row_group_id = row_group_idx; + row_group_plan.first_file_row = row_group_first_rows[row_group_idx]; + row_group_plan.row_group_rows = row_group_rows; + RETURN_IF_ERROR(select_row_group_ranges_by_page_index( + file_reader, file_schema, request, row_group_idx, row_group_rows, + &row_group_plan.selected_ranges, &row_group_plan.page_skip_plans, + &plan->pruning_stats, timezone)); + if (row_group_plan.selected_ranges.empty()) { + continue; + } + plan->pruning_stats.selected_row_ranges += row_group_plan.selected_ranges.size(); + plan->row_groups.push_back(std::move(row_group_plan)); + } + plan->pruning_stats.selected_row_groups = plan->row_groups.size(); + return Status::OK(); +} + +namespace { + +uint16_t apply_filter_to_selection(const IColumn::Filter& filter, SelectionVector* selection, + uint16_t selected_rows) { + uint16_t new_selected_rows = 0; + for (uint16_t selection_idx = 0; selection_idx < selected_rows; ++selection_idx) { + const auto row_idx = selection->get_index(selection_idx); + if (filter[row_idx] != 0) { + selection->set_index(new_selected_rows++, static_cast(row_idx)); + } + } + return new_selected_rows; +} + +Status execute_filter_conjuncts(const format::FileScanRequest& request, int64_t batch_rows, + Block* file_block, SelectionVector* selection, + uint16_t* selected_rows) { + for (const auto& conjunct : request.conjuncts) { + if (*selected_rows == 0) { + break; + } + DORIS_CHECK(conjunct != nullptr); + IColumn::Filter filter(static_cast(batch_rows), 1); + bool can_filter_all = false; + RETURN_IF_ERROR(conjunct->execute_filter(file_block, filter.data(), + static_cast(batch_rows), false, + &can_filter_all)); + *selected_rows = + can_filter_all ? 0 : apply_filter_to_selection(filter, selection, *selected_rows); + } + return Status::OK(); +} + +Status execute_delete_conjuncts(const format::FileScanRequest& request, int64_t batch_rows, + Block* file_block, SelectionVector* selection, + uint16_t* selected_rows) { + for (const auto& delete_conjunct : request.delete_conjuncts) { + if (*selected_rows == 0) { + break; + } + DORIS_CHECK(delete_conjunct != nullptr); + int result_column_id = -1; + RETURN_IF_ERROR(delete_conjunct->root()->execute(delete_conjunct.get(), file_block, + &result_column_id)); + DORIS_CHECK(result_column_id >= 0 && + result_column_id < static_cast(file_block->columns())); + const auto& delete_filter = assert_cast( + *file_block->get_by_position(result_column_id).column) + .get_data(); + DORIS_CHECK(delete_filter.size() == static_cast(batch_rows)); + IColumn::Filter keep_filter(static_cast(batch_rows), 1); + bool has_kept_row = false; + for (size_t row = 0; row < static_cast(batch_rows); ++row) { + keep_filter[row] = !delete_filter[row]; + has_kept_row |= keep_filter[row] != 0; + } + file_block->erase(result_column_id); + *selected_rows = + !has_kept_row ? 0 + : apply_filter_to_selection(keep_filter, selection, *selected_rows); + } + return Status::OK(); +} + +} // namespace + +IColumn::Filter selection_to_filter(const SelectionVector& selection, uint16_t selected_rows, + int64_t batch_rows) { + IColumn::Filter filter(static_cast(batch_rows), 0); + for (uint16_t selection_idx = 0; selection_idx < selected_rows; ++selection_idx) { + filter[selection.get_index(selection_idx)] = 1; + } + return filter; +} + +Status execute_batch_filters(const format::FileScanRequest& request, int64_t batch_rows, + Block* file_block, SelectionVector* selection, uint16_t* selected_rows, + int64_t* conjunct_filtered_rows) { + if (request.conjuncts.empty() && request.delete_conjuncts.empty()) { + return Status::OK(); + } + const auto selected_rows_before_conjunct = *selected_rows; + RETURN_IF_ERROR( + execute_filter_conjuncts(request, batch_rows, file_block, selection, selected_rows)); + if (conjunct_filtered_rows != nullptr) { + *conjunct_filtered_rows += static_cast(selected_rows_before_conjunct) - + static_cast(*selected_rows); + } + if (*selected_rows == 0) { + return Status::OK(); + } + return execute_delete_conjuncts(request, batch_rows, file_block, selection, selected_rows); +} + +namespace { +// TODO: batch size in SessionVariable +constexpr int64_t DEFAULT_PARQUET_READ_BATCH_SIZE = 4096; + +int64_t count_range_rows(const std::vector& ranges) { + int64_t rows = 0; + for (const auto& range : ranges) { + rows += range.length; + } + return rows; +} + +void append_intersection(const RowRange& left, const RowRange& right, + std::vector* result) { + const int64_t start = std::max(left.start, right.start); + const int64_t end = std::min(left.start + left.length, right.start + right.length); + if (start < end) { + result->push_back(RowRange {.start = start, .length = end - start}); + } +} + +std::vector filter_ranges_by_condition_cache(const std::vector& ranges, + const std::vector& cache, + int64_t row_group_first_row, + int64_t base_granule) { + std::vector result; + if (cache.empty()) { + return ranges; + } + + // Cache coordinates are file-global granules; RowRange coordinates are row-group-relative. + // Walk every selected range in order and split it by granule. Granules covered by the bitmap + // are kept only when the bit is true. Granules outside the bitmap are kept conservatively, so + // an undersized or old-format cache entry cannot skip valid rows. + for (const auto& range : ranges) { + const int64_t global_start = row_group_first_row + range.start; + const int64_t global_end = global_start + range.length; + for (int64_t granule = global_start / ConditionCacheContext::GRANULE_SIZE; + granule <= (global_end - 1) / ConditionCacheContext::GRANULE_SIZE; ++granule) { + const int64_t cache_idx = granule - base_granule; + const bool keep = cache_idx < 0 || static_cast(cache_idx) >= cache.size() || + cache[static_cast(cache_idx)]; + if (!keep) { + continue; + } + const int64_t granule_start = granule * ConditionCacheContext::GRANULE_SIZE; + const int64_t granule_end = granule_start + ConditionCacheContext::GRANULE_SIZE; + const RowRange file_granule_range {.start = granule_start - row_group_first_row, + .length = granule_end - granule_start}; + append_intersection(range, file_granule_range, &result); + } + } + return result; +} + +} // namespace + +void ParquetScanScheduler::set_plan(RowGroupScanPlan plan) { + _row_group_plans = std::move(plan.row_groups); + _condition_cache_filtered_rows = 0; + _predicate_filtered_rows = 0; + reset(); +} + +void ParquetScanScheduler::set_condition_cache_context(std::shared_ptr ctx) { + _condition_cache_ctx = std::move(ctx); + if (!_condition_cache_ctx || !_condition_cache_ctx->filter_result || _row_group_plans.empty()) { + return; + } + + _condition_cache_ctx->base_granule = + _row_group_plans.front().first_file_row / ConditionCacheContext::GRANULE_SIZE; + if (!_condition_cache_ctx->is_hit) { + return; + } + + std::vector filtered_plans; + filtered_plans.reserve(_row_group_plans.size()); + for (auto& plan : _row_group_plans) { + const int64_t old_rows = count_range_rows(plan.selected_ranges); + plan.selected_ranges = filter_ranges_by_condition_cache( + plan.selected_ranges, *_condition_cache_ctx->filter_result, plan.first_file_row, + _condition_cache_ctx->base_granule); + const int64_t new_rows = count_range_rows(plan.selected_ranges); + _condition_cache_filtered_rows += old_rows - new_rows; + if (!plan.selected_ranges.empty()) { + filtered_plans.push_back(std::move(plan)); + } + } + _row_group_plans = std::move(filtered_plans); + reset(); +} + +void ParquetScanScheduler::reset() { + _next_row_group_plan_idx = 0; + reset_current_row_group(); +} + +void ParquetScanScheduler::reset_current_row_group() { + _current_row_group.reset(); + _current_predicate_columns.clear(); + _current_non_predicate_columns.clear(); + _current_row_group_rows = 0; + _current_row_group_rows_read = 0; + _current_row_group_first_row = 0; + _current_selected_ranges.clear(); + _current_range_idx = 0; + _current_range_rows_read = 0; +} + +Status ParquetScanScheduler::open_next_row_group( + ParquetFileContext& file_context, + const std::vector>& file_schema, + const format::FileScanRequest& request, bool* has_row_group) { + *has_row_group = false; + if (_next_row_group_plan_idx >= _row_group_plans.size()) { + return Status::OK(); + } + const RowGroupReadPlan& row_group_plan = _row_group_plans[_next_row_group_plan_idx++]; + const int row_group_idx = row_group_plan.row_group_id; + try { + _current_row_group = file_context.file_reader->RowGroup(row_group_idx); + } catch (const ::parquet::ParquetException& e) { + return Status::Corruption("Failed to open parquet row group {}: {}", row_group_idx, + e.what()); + } catch (const std::exception& e) { + return Status::InternalError("Failed to open parquet row group {}: {}", row_group_idx, + e.what()); + } + + auto row_group_metadata = file_context.metadata->RowGroup(row_group_idx); + DORIS_CHECK(row_group_metadata != nullptr); + _current_row_group_rows = row_group_metadata->num_rows(); + DORIS_CHECK(_current_row_group_rows == row_group_plan.row_group_rows); + DORIS_CHECK(_current_row_group_rows > 0); + DORIS_CHECK(!row_group_plan.selected_ranges.empty()); + _current_row_group_first_row = row_group_plan.first_file_row; + _current_row_group_rows_read = 0; + _current_selected_ranges = row_group_plan.selected_ranges; + _current_range_idx = 0; + _current_range_rows_read = 0; + _current_predicate_columns.clear(); + _current_non_predicate_columns.clear(); + + ParquetColumnReaderFactory column_reader_factory( + _current_row_group, file_context.schema->num_columns(), &row_group_plan.page_skip_plans, + _page_skip_profile, _timezone, _enable_strict_mode, + _scan_profile.column_reader_profile); + for (const auto& col : request.predicate_columns) { + const auto local_id = col.local_id(); + if (local_id == format::ROW_POSITION_COLUMN_ID) { + _current_predicate_columns[local_id] = + column_reader_factory.create_row_position_column_reader( + _current_row_group_first_row); + continue; + } + if (local_id == format::GLOBAL_ROWID_COLUMN_ID) { + DORIS_CHECK(_global_rowid_context.has_value()); + _current_predicate_columns[local_id] = + column_reader_factory.create_global_rowid_column_reader( + *_global_rowid_context, _current_row_group_first_row); + continue; + } + + DORIS_CHECK(local_id >= 0 && local_id < static_cast(file_schema.size())); + const auto& column_schema = file_schema[local_id]; + DORIS_CHECK(column_schema != nullptr); + std::unique_ptr column_reader; + RETURN_IF_ERROR(column_reader_factory.create(*column_schema, &col, &column_reader)); + _current_predicate_columns[local_id] = std::move(column_reader); + } + for (const auto& col : request.non_predicate_columns) { + const auto local_id = col.local_id(); + if (local_id == format::ROW_POSITION_COLUMN_ID) { + _current_non_predicate_columns[local_id] = + column_reader_factory.create_row_position_column_reader( + _current_row_group_first_row); + continue; + } + if (local_id == format::GLOBAL_ROWID_COLUMN_ID) { + DORIS_CHECK(_global_rowid_context.has_value()); + _current_non_predicate_columns[local_id] = + column_reader_factory.create_global_rowid_column_reader( + *_global_rowid_context, _current_row_group_first_row); + continue; + } + DORIS_CHECK(local_id >= 0 && local_id < static_cast(file_schema.size())); + const auto& column_schema = file_schema[local_id]; + DORIS_CHECK(column_schema != nullptr); + std::unique_ptr column_reader; + RETURN_IF_ERROR(column_reader_factory.create(*column_schema, &col, &column_reader)); + _current_non_predicate_columns[local_id] = std::move(column_reader); + } + *has_row_group = true; + return Status::OK(); +} + +Status ParquetScanScheduler::skip_current_row_group_rows(int64_t rows) { + DORIS_CHECK(rows >= 0); + if (rows == 0) { + return Status::OK(); + } + if (_scan_profile.range_gap_skipped_rows != nullptr) { + COUNTER_UPDATE(_scan_profile.range_gap_skipped_rows, rows); + } + for (const auto& column_reader : _current_predicate_columns | std::views::values) { + RETURN_IF_ERROR(column_reader->skip(rows)); + } + for (const auto& column_reader : _current_non_predicate_columns | std::views::values) { + RETURN_IF_ERROR(column_reader->skip(rows)); + } + _current_row_group_rows_read += rows; + return Status::OK(); +} + +Status ParquetScanScheduler::read_filter_columns(int64_t batch_rows, + const format::FileScanRequest& request, + Block* file_block, SelectionVector* selection, + uint16_t* selected_rows, + int64_t* conjunct_filtered_rows) { + if (!request.conjuncts.empty() || !request.delete_conjuncts.empty()) { + selection->resize(static_cast(batch_rows)); + } + for (const auto& [fid, column_reader] : _current_predicate_columns) { + auto position_it = request.local_positions.find(format::LocalColumnId(fid)); + DORIS_CHECK(position_it != request.local_positions.end()); + const auto block_position = position_it->second.value(); + DCHECK(remove_nullable(column_reader->type()) + ->equals(*remove_nullable(file_block->get_by_position(block_position).type))) + << column_reader->type()->get_name() << " " + << file_block->get_by_position(block_position).type->get_name() << " " + << column_reader->name() << " " << file_block->get_by_position(block_position).name; + auto column = file_block->get_by_position(block_position).column->assert_mutable(); + int64_t column_rows = 0; + { + SCOPED_TIMER(_scan_profile.column_read_time); + RETURN_IF_ERROR(column_reader->read(batch_rows, column, &column_rows)); + } + if (column_rows != batch_rows) { + return Status::Corruption("Parquet filter column {} returned {} rows, expected {} rows", + column_reader->name(), column_rows, batch_rows); + } + file_block->replace_by_position(block_position, std::move(column)); + } + if (_scan_profile.predicate_filter_time == nullptr) { + return execute_batch_filters(request, batch_rows, file_block, selection, selected_rows, + conjunct_filtered_rows); + } + SCOPED_TIMER(_scan_profile.predicate_filter_time); + return execute_batch_filters(request, batch_rows, file_block, selection, selected_rows, + conjunct_filtered_rows); +} + +Status ParquetScanScheduler::read_current_row_group_batch(int64_t batch_rows, + const format::FileScanRequest& request, + int64_t batch_first_file_row, + Block* file_block, size_t* rows) { + if (_scan_profile.total_batches != nullptr) { + COUNTER_UPDATE(_scan_profile.total_batches, 1); + } + if (_scan_profile.raw_rows_read != nullptr) { + COUNTER_UPDATE(_scan_profile.raw_rows_read, batch_rows); + } + if (_current_predicate_columns.empty() && _current_non_predicate_columns.empty()) { + *rows = static_cast(batch_rows); + if (_scan_profile.selected_rows != nullptr) { + COUNTER_UPDATE(_scan_profile.selected_rows, batch_rows); + } + return Status::OK(); + } + SelectionVector selection; + DORIS_CHECK(batch_rows <= std::numeric_limits::max()); + uint16_t selected_rows = static_cast(batch_rows); + int64_t conjunct_filtered_rows = 0; + RETURN_IF_ERROR(read_filter_columns(batch_rows, request, file_block, &selection, &selected_rows, + &conjunct_filtered_rows)); + _predicate_filtered_rows += conjunct_filtered_rows; + mark_condition_cache_granules(selection, selected_rows, batch_first_file_row); + + const bool need_filter_output = selected_rows != batch_rows; + if (_scan_profile.selected_rows != nullptr) { + COUNTER_UPDATE(_scan_profile.selected_rows, selected_rows); + } + if (_scan_profile.rows_filtered_by_conjunct != nullptr) { + COUNTER_UPDATE(_scan_profile.rows_filtered_by_conjunct, conjunct_filtered_rows); + } + if (!_current_non_predicate_columns.empty() && + _scan_profile.lazy_read_filtered_rows != nullptr) { + COUNTER_UPDATE(_scan_profile.lazy_read_filtered_rows, batch_rows - selected_rows); + } + if (selected_rows == 0 && _scan_profile.empty_selection_batches != nullptr) { + COUNTER_UPDATE(_scan_profile.empty_selection_batches, 1); + } + if (need_filter_output) { + IColumn::Filter output_filter = selection_to_filter(selection, selected_rows, batch_rows); + for (const auto& col : request.predicate_columns) { + auto position_it = request.local_positions.find(col.column_id()); + DORIS_CHECK(position_it != request.local_positions.end()); + const auto block_position = position_it->second.value(); + RETURN_IF_CATCH_EXCEPTION(file_block->replace_by_position( + block_position, file_block->get_by_position(block_position) + .column->filter(output_filter, selected_rows))); + } + } + + { + SCOPED_TIMER(_scan_profile.column_read_time); + for (const auto& [fid, column_reader] : _current_non_predicate_columns) { + auto position_it = request.local_positions.find(format::LocalColumnId(fid)); + DORIS_CHECK(position_it != request.local_positions.end()); + const auto block_position = position_it->second.value(); + auto column = file_block->get_by_position(block_position).column->assert_mutable(); + DCHECK_EQ(file_block->get_by_position(block_position).type->get_primitive_type(), + column_reader->type()->get_primitive_type()) + << type_to_string(file_block->get_by_position(block_position) + .type->get_primitive_type()) + << " " << type_to_string(column_reader->type()->get_primitive_type()) << " " + << column_reader->name() << " " << fid << " " << block_position; + if (need_filter_output) { + [[maybe_unused]] auto old_size = column->size(); + RETURN_IF_ERROR( + column_reader->select(selection, selected_rows, batch_rows, column)); + if (column->size() != old_size + selected_rows) { + return Status::Corruption( + "Parquet selected output column {} returned {} rows, expected {} rows", + column_reader->name(), column->size(), old_size + selected_rows); + } + } else { + int64_t column_rows = 0; + RETURN_IF_ERROR(column_reader->read(batch_rows, column, &column_rows)); + if (column_rows != batch_rows) { + return Status::Corruption( + "Parquet output column {} returned {} rows, expected {} rows", + column_reader->name(), column_rows, batch_rows); + } + } + file_block->replace_by_position(block_position, std::move(column)); + } + } + *rows = static_cast(selected_rows); + return Status::OK(); +} + +void ParquetScanScheduler::mark_condition_cache_granules(const SelectionVector& selection, + uint16_t selected_rows, + int64_t batch_first_file_row) { + if (!_condition_cache_ctx || _condition_cache_ctx->is_hit || + !_condition_cache_ctx->filter_result) { + return; + } + auto& cache = *_condition_cache_ctx->filter_result; + for (uint16_t selection_idx = 0; selection_idx < selected_rows; ++selection_idx) { + const int64_t file_row = batch_first_file_row + selection.get_index(selection_idx); + const int64_t granule = file_row / ConditionCacheContext::GRANULE_SIZE; + const int64_t cache_idx = granule - _condition_cache_ctx->base_granule; + if (cache_idx >= 0 && static_cast(cache_idx) < cache.size()) { + cache[static_cast(cache_idx)] = true; + } + } +} + +Status ParquetScanScheduler::read_next_batch( + ParquetFileContext& file_context, + const std::vector>& file_schema, + const format::FileScanRequest& request, Block* file_block, size_t* rows, bool* eof) { + *rows = 0; + while (true) { + if (_current_row_group == nullptr) { + bool has_row_group = false; + RETURN_IF_ERROR( + open_next_row_group(file_context, file_schema, request, &has_row_group)); + if (!has_row_group) { + *eof = true; + return Status::OK(); + } + } + + if (_current_range_idx >= _current_selected_ranges.size()) { + // Current row group finished, try next row group. + reset_current_row_group(); + continue; + } + + const RowRange& current_range = _current_selected_ranges[_current_range_idx]; + DORIS_CHECK(current_range.start >= 0); + DORIS_CHECK(current_range.length > 0); + DORIS_CHECK(current_range.start + current_range.length <= _current_row_group_rows); + + if (_current_row_group_rows_read < current_range.start) { + // Skip filtered rows according to row group level pruning. + RETURN_IF_ERROR(skip_current_row_group_rows(current_range.start - + _current_row_group_rows_read)); + } + DORIS_CHECK(_current_row_group_rows_read == current_range.start + _current_range_rows_read); + const int64_t remaining_rows = current_range.length - _current_range_rows_read; + if (remaining_rows <= 0) { + // Current range finished, try next range in the same row group. + ++_current_range_idx; + _current_range_rows_read = 0; + continue; + } + + const int64_t batch_rows = + std::min(DEFAULT_PARQUET_READ_BATCH_SIZE, remaining_rows); + const int64_t physical_rows_read = batch_rows; + const int64_t batch_first_file_row = + _current_row_group_first_row + _current_row_group_rows_read; + RETURN_IF_ERROR(read_current_row_group_batch(batch_rows, request, batch_first_file_row, + file_block, rows)); + _current_row_group_rows_read += physical_rows_read; + _current_range_rows_read += physical_rows_read; + if (_current_range_rows_read >= current_range.length) { + ++_current_range_idx; + _current_range_rows_read = 0; + } + if (*rows == 0) { + continue; + } + *eof = false; + return Status::OK(); + } +} + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/parquet_scan.h b/be/src/format_v2/parquet/parquet_scan.h new file mode 100644 index 00000000000000..528722902ec6d3 --- /dev/null +++ b/be/src/format_v2/parquet/parquet_scan.h @@ -0,0 +1,217 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include +#include +#include +#include +#include + +#include "common/status.h" +#include "core/column/column.h" +#include "format_v2/file_reader.h" +#include "format_v2/parquet/parquet_profile.h" +#include "format_v2/parquet/parquet_statistics.h" +#include "format_v2/parquet/reader/column_reader.h" +#include "format_v2/parquet/selection_vector.h" +#include "runtime/runtime_profile.h" +#include "storage/segment/condition_cache.h" + +namespace parquet { +class FileMetaData; +class ParquetFileReader; +class RowGroupReader; +} // namespace parquet + +namespace cctz { +class time_zone; +} // namespace cctz + +namespace doris { +class Block; + +namespace format { +struct FileScanRequest; +} // namespace format +} // namespace doris + +namespace doris::format::parquet { + +struct ParquetFileContext; +struct ParquetColumnSchema; + +// ============================================================================ +// 扫描范围 & 裁剪计划 +// ============================================================================ + +// 文件扫描范围，来自 FileDescription 的 range_start_offset/range_size/file_size。 +// 用于判断 RowGroup 是否落在当前 split 负责的 offset 区间内。 +struct ParquetScanRange { + int64_t start_offset = 0; + int64_t size = -1; // -1 表示读整个文件 + int64_t file_size = -1; // -1 表示未知 +}; + +// 单个 RowGroup 的读取计划，由 plan_parquet_row_groups() 生成。 +struct RowGroupReadPlan { + int row_group_id = -1; // RG 编号 + int64_t first_file_row = 0; // 该 RG 在文件中的起始行号（从 0 累加） + int64_t row_group_rows = 0; // 该 RG 的总行数 + std::vector selected_ranges; // page index 裁剪后需读取的行范围 + std::map page_skip_plans; // leaf_column_id → 可完全跳过的 data page +}; + +// 整个文件的扫描计划 — plan_parquet_row_groups() 的输出。 +struct RowGroupScanPlan { + std::vector row_groups; // 裁剪后需要扫描的 RowGroup 列表 + ParquetPruningStats pruning_stats; // 裁剪统计 +}; + +// ============================================================================ +// RowGroup 裁剪 & 调度 +// ============================================================================ + +// 最外层裁剪入口：从文件的所有 RowGroup 中选出需要扫描的 RG 及其内部行范围。 +// +// 裁剪流水线（代价从低到高）： +// 1. 按 scan_range 过滤（O(1) offset 算术）→ 只在当前 split offset 范围内的 RG 进入下一步 +// 2. select_row_groups_by_statistics() → statistics/dictionary/bloom filter 裁剪 +// 3. select_row_group_ranges_by_page_index() → 逐 page 细粒度裁剪，生成 selected_ranges +// +// 输出 RowGroupScanPlan，供 ParquetScanScheduler 逐批调度读取。 +Status plan_parquet_row_groups(const ::parquet::FileMetaData& metadata, + ::parquet::ParquetFileReader* file_reader, + const std::vector>& file_schema, + const format::FileScanRequest& request, + const ParquetScanRange& scan_range, bool enable_bloom_filter, + RowGroupScanPlan* plan, const cctz::time_zone* timezone = nullptr); + +// 将 SelectionVector 转换为 IColumn::Filter（Doris 的 bitmap 格式）。 +// 用于在 late materialization 中对已读取的 predicate 列做行过滤。 +IColumn::Filter selection_to_filter(const SelectionVector& selection, uint16_t selected_rows, + int64_t batch_rows); + +// 执行批次级的 conjuncts + delete_conjuncts 过滤。 +// 对 predicate 列的全量 batch 执行表达式，生成 SelectionVector 标记命中行。 +Status execute_batch_filters(const format::FileScanRequest& request, int64_t batch_rows, + Block* file_block, SelectionVector* selection, uint16_t* selected_rows, + int64_t* conjunct_filtered_rows = nullptr); + +// ============================================================================ +// Parquet 扫描调度器 +// ============================================================================ +// +// 持有 RowGroupScanPlan，在 get_block() 被调用时逐批推进扫描。 +// +// 核心循环（read_next_batch）： +// while true: +// ① open_next_row_group() — 打开下一个 RG，创建 predicate/non-predicate ColumnReaders +// ② skip range gap — 跳过被 page index 裁剪掉的行范围 +// ③ read_current_row_group_batch(batch_rows) +// ├─ read_filter_columns() ：读 predicate 列 → 执行 conjuncts → SelectionVector +// ├─ filter predicate columns：按 selection 过滤已读的 predicate 列 +// └─ read non-predicate ：select() 只读命中的 non-predicate 列 +// ④ 返回 batch，或继续循环（当前 batch 全被 filter 掉） +// +// 设计要点： +// - Late materialization：predicate 列先读（全量 4096 行），生成 selection； +// non-predicate 列按 selection 的 select() 只读命中行，大幅减少 I/O。 +// - RowGroup 级别的 ColumnReader 工厂在 open_next_row_group 中创建， +// 每个 RG 创建一套新的 reader，reader 生命周期绑定到当前 RG。 +// ============================================================================ +class ParquetScanScheduler { +public: + void set_plan(RowGroupScanPlan plan); + void set_page_skip_profile(ParquetPageSkipProfile page_skip_profile) { + _page_skip_profile = page_skip_profile; + } + void set_scan_profile(ParquetScanProfile scan_profile) { _scan_profile = scan_profile; } + void set_global_rowid_context(std::optional context) { + _global_rowid_context = context; + } + void set_condition_cache_context(std::shared_ptr ctx); + void set_timezone(const cctz::time_zone* timezone) { _timezone = timezone; } + void set_enable_strict_mode(bool enable_strict_mode) { + _enable_strict_mode = enable_strict_mode; + } + void reset(); + bool empty() const { return _row_group_plans.empty(); } + int64_t condition_cache_filtered_rows() const { return _condition_cache_filtered_rows; } + int64_t predicate_filtered_rows() const { return _predicate_filtered_rows; } + + Status read_next_batch(ParquetFileContext& file_context, + const std::vector>& file_schema, + const format::FileScanRequest& request, Block* file_block, size_t* rows, + bool* eof); + +private: + void reset_current_row_group(); + + // 打开下一个 RG，创建 ParquetColumnReaderFactory 并创建 predicate/non-predicate readers。 + Status open_next_row_group(ParquetFileContext& file_context, + const std::vector>& file_schema, + const format::FileScanRequest& request, bool* has_row_group); + + // 跳过当前 RG 内 rows 行（range gap），对所有 reader 调用 skip()。 + Status skip_current_row_group_rows(int64_t rows); + + // 读取 predicate 列并执行 conjuncts + delete_conjuncts，生成 SelectionVector。 + Status read_filter_columns(int64_t batch_rows, const format::FileScanRequest& request, + Block* file_block, SelectionVector* selection, + uint16_t* selected_rows, int64_t* conjunct_filtered_rows); + + // 单 batch 的完整读取：predicate 列 → filter → non-predicate 列（select 模式）。 + Status read_current_row_group_batch(int64_t batch_rows, const format::FileScanRequest& request, + int64_t batch_first_file_row, Block* file_block, + size_t* rows); + + void mark_condition_cache_granules(const SelectionVector& selection, uint16_t selected_rows, + int64_t batch_first_file_row); + + // ======== 计划状态 ======== + std::vector _row_group_plans; // 待扫描的 RG 队列 + size_t _next_row_group_plan_idx = 0; // 下一个待处理的 RG 下标 + + // ======== 当前 RG 状态 ======== + std::shared_ptr<::parquet::RowGroupReader> _current_row_group; // Arrow RowGroup 读取器 + std::map> + _current_predicate_columns; // predicate ColumnReaders + std::map> + _current_non_predicate_columns; // non-predicate ColumnReaders + int64_t _current_row_group_rows = 0; // 当前 RG 总行数 + int64_t _current_row_group_rows_read = 0; // 当前 RG 已读行数（游标） + int64_t _current_row_group_first_row = 0; // 当前 RG 在文件中的起始行号 + std::vector + _current_selected_ranges; // 当前 RG 的 selected_ranges（page index 裁剪后） + size_t _current_range_idx = 0; // 当前处理到第几个 selected_range + int64_t _current_range_rows_read = 0; // 当前 range 已读行数 + + // ======== 配置 ======== + ParquetPageSkipProfile _page_skip_profile; + ParquetScanProfile _scan_profile; + std::optional _global_rowid_context; + const cctz::time_zone* _timezone = nullptr; + bool _enable_strict_mode = false; + std::shared_ptr _condition_cache_ctx; + int64_t _condition_cache_filtered_rows = 0; + int64_t _predicate_filtered_rows = 0; +}; + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/parquet_statistics.cpp b/be/src/format_v2/parquet/parquet_statistics.cpp new file mode 100644 index 00000000000000..676f6cb4e379d0 --- /dev/null +++ b/be/src/format_v2/parquet/parquet_statistics.cpp @@ -0,0 +1,1327 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/parquet/parquet_statistics.h" + +#include +#include +#include +#include +#include +#include +#include +#include + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + +#include "common/config.h" +#include "core/data_type/data_type.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type_serde/data_type_serde.h" +#include "core/field.h" +#include "format_v2/parquet/parquet_column_schema.h" +#include "runtime/runtime_profile.h" +#include "storage/index/zone_map/zone_map_index.h" +#include "storage/predicate/accept_null_predicate.h" +#include "storage/predicate/column_predicate.h" + +namespace doris::format::parquet { + +namespace { + +// RG 级裁剪原因枚举。row_group_prune_reason() 依次检查每种裁剪方式， +// 返回第一个命中裁剪的原因。NONE 表示该 RG 无法被任何方式裁剪。 +enum class ParquetRowGroupPruneReason { + NONE, // 无法裁剪，需要读取 + STATISTICS, // min/max statistics 排除 + DICTIONARY, // dictionary 排除 + BLOOM_FILTER, // bloom filter 排除 +}; + +PrimitiveType physical_filter_type(const ParquetColumnSchema& column_schema) { + if (column_schema.type == nullptr) { + return INVALID_TYPE; + } + switch (remove_nullable(column_schema.type)->get_primitive_type()) { + case TYPE_BOOLEAN: + case TYPE_INT: + case TYPE_BIGINT: + case TYPE_FLOAT: + case TYPE_DOUBLE: + case TYPE_STRING: + return remove_nullable(column_schema.type)->get_primitive_type(); + default: + return INVALID_TYPE; + } +} + +DecodedTimeUnit decoded_time_unit(ParquetTimeUnit time_unit) { + switch (time_unit) { + case ParquetTimeUnit::MILLIS: + return DecodedTimeUnit::MILLIS; + case ParquetTimeUnit::MICROS: + return DecodedTimeUnit::MICROS; + case ParquetTimeUnit::NANOS: + return DecodedTimeUnit::NANOS; + default: + return DecodedTimeUnit::UNKNOWN; + } +} + +Status read_decoded_field(const ParquetColumnSchema& column_schema, DecodedColumnView view, + Field* field, const cctz::time_zone* timezone) { + DORIS_CHECK(column_schema.type != nullptr); + DORIS_CHECK(field != nullptr); + constexpr uint8_t not_null = 0; + view.row_count = 1; + view.null_map = ¬_null; + view.time_unit = decoded_time_unit(column_schema.type_descriptor.time_unit); + view.logical_integer_bit_width = column_schema.type_descriptor.integer_bit_width; + view.logical_integer_is_signed = !column_schema.type_descriptor.is_unsigned_integer; + view.decimal_precision = column_schema.type_descriptor.decimal_precision; + view.decimal_scale = column_schema.type_descriptor.decimal_scale; + view.fixed_length = column_schema.type_descriptor.fixed_length; + view.timestamp_is_adjusted_to_utc = column_schema.type_descriptor.timestamp_is_adjusted_to_utc; + view.timezone = timezone; + return column_schema.type->get_serde()->read_field_from_decoded_value(*column_schema.type, + field, view); +} + +template +bool set_decoded_field(const ParquetColumnSchema& column_schema, DecodedValueKind value_kind, + const NativeType& value, Field* field, const cctz::time_zone* timezone) { + DecodedColumnView view; + view.value_kind = value_kind; + view.values = reinterpret_cast(&value); + return read_decoded_field(column_schema, view, field, timezone).ok(); +} + +template +bool set_decoded_min_max(const std::shared_ptr<::parquet::Statistics>& statistics, + const ParquetColumnSchema& column_schema, DecodedValueKind value_kind, + ParquetColumnStatistics* column_statistics, + const cctz::time_zone* timezone) { + auto typed_statistics = + std::static_pointer_cast<::parquet::TypedStatistics>(statistics); + if (!set_decoded_field(column_schema, value_kind, typed_statistics->min(), + &column_statistics->min_value, timezone) || + !set_decoded_field(column_schema, value_kind, typed_statistics->max(), + &column_statistics->max_value, timezone)) { + return false; + } + return true; +} + +bool set_decoded_binary_field(const ParquetColumnSchema& column_schema, DecodedValueKind value_kind, + const StringRef& value, Field* field, + const cctz::time_zone* timezone) { + std::vector binary_values {value}; + DecodedColumnView view; + view.value_kind = value_kind; + view.binary_values = &binary_values; + return read_decoded_field(column_schema, view, field, timezone).ok(); +} + +bool set_string_min_max(const std::shared_ptr<::parquet::Statistics>& statistics, + const ParquetColumnSchema& column_schema, + ParquetColumnStatistics* column_statistics, + const cctz::time_zone* timezone) { + switch (statistics->physical_type()) { + case ::parquet::Type::BYTE_ARRAY: { + auto typed_statistics = + std::static_pointer_cast<::parquet::TypedStatistics<::parquet::ByteArrayType>>( + statistics); + const auto min = ::parquet::ByteArrayToString(typed_statistics->min()); + const auto max = ::parquet::ByteArrayToString(typed_statistics->max()); + if (!set_decoded_binary_field(column_schema, DecodedValueKind::BINARY, + StringRef(min.data(), min.size()), + &column_statistics->min_value, timezone) || + !set_decoded_binary_field(column_schema, DecodedValueKind::BINARY, + StringRef(max.data(), max.size()), + &column_statistics->max_value, timezone)) { + return false; + } + return true; + } + case ::parquet::Type::FIXED_LEN_BYTE_ARRAY: { + if (column_schema.descriptor == nullptr || column_schema.descriptor->type_length() <= 0) { + return false; + } + auto typed_statistics = + std::static_pointer_cast<::parquet::TypedStatistics<::parquet::FLBAType>>( + statistics); + const int type_length = column_schema.descriptor->type_length(); + const std::string min(reinterpret_cast(typed_statistics->min().ptr), + type_length); + const std::string max(reinterpret_cast(typed_statistics->max().ptr), + type_length); + if (!set_decoded_binary_field(column_schema, DecodedValueKind::FIXED_BINARY, + StringRef(min.data(), min.size()), + &column_statistics->min_value, timezone) || + !set_decoded_binary_field(column_schema, DecodedValueKind::FIXED_BINARY, + StringRef(max.data(), max.size()), + &column_statistics->max_value, timezone)) { + return false; + } + return true; + } + default: + return false; + } +} + +bool is_null_only_predicate(const ColumnPredicate& predicate) { + return predicate.type() == PredicateType::IS_NULL || + predicate.type() == PredicateType::IS_NOT_NULL; +} + +bool is_supported_dictionary_predicate(const ColumnPredicate& predicate) { + switch (predicate.type()) { + case PredicateType::EQ: + case PredicateType::IN_LIST: + return true; + default: + return false; + } +} + +bool is_bloom_filter_prunable_predicate(const ColumnPredicate& predicate) { + if (dynamic_cast(&predicate) != nullptr || + is_null_only_predicate(predicate)) { + return false; + } + return predicate.can_do_bloom_filter(false); +} + +template +T load_predicate_value(const char* data) { + T value; + memcpy(&value, data, sizeof(T)); + return value; +} + +// 将 Arrow 的 ::parquet::BloomFilter 适配为 Doris 的 segment_v2::BloomFilter 接口。 +// 仅实现 test_bytes()（谓词评估所需），add_bytes/add_hash 等写操作不支持。 +// +// 适配的关键：Arrow BloomFilter 按物理类型存储 hash，而 Doris ColumnPredicate +// 通过 evaluate_and( BloomFilter*) 来测试谓词值是否可能存在。 +// 本适配器根据 Doris 类型将谓词值转为对应物理类型的 hash 去查询 Arrow BloomFilter。 +class ArrowParquetBloomFilterAdapter final : public segment_v2::BloomFilter { +public: + ArrowParquetBloomFilterAdapter(const ParquetColumnSchema& column_schema, + const ::parquet::BloomFilter& bloom_filter) + : _column_schema(column_schema), _bloom_filter(bloom_filter) {} + + void add_bytes(const char* buf, size_t size) override { DORIS_CHECK(false); } + + bool test_bytes(const char* buf, size_t size) const override { + if (buf == nullptr) { + return true; + } + switch (physical_filter_type(_column_schema)) { + case TYPE_BOOLEAN: + return test_boolean(buf, size); + case TYPE_INT: + return test_int32(buf, size); + case TYPE_BIGINT: + return test_int64(buf, size); + case TYPE_FLOAT: + return test_float(buf, size); + case TYPE_DOUBLE: + return test_double(buf, size); + case TYPE_STRING: + return test_string(buf, size); + default: + return true; + } + } + + void set_has_null(bool has_null) override { DORIS_CHECK(!has_null); } + bool has_null() const override { return false; } + void add_hash(uint64_t hash) override { DORIS_CHECK(false); } + bool test_hash(uint64_t hash) const override { return _bloom_filter.FindHash(hash); } + +private: + bool test_boolean(const char* buf, size_t size) const { + if (size == sizeof(bool)) { + const int32_t value = load_predicate_value(buf) ? 1 : 0; + return _bloom_filter.FindHash(_bloom_filter.Hash(value)); + } + if (size == sizeof(int32_t)) { + const int32_t value = load_predicate_value(buf); + return _bloom_filter.FindHash(_bloom_filter.Hash(value != 0 ? 1 : 0)); + } + return true; + } + + bool test_int32(const char* buf, size_t size) const { + if (size == sizeof(int8_t)) { + return find_int32(static_cast(load_predicate_value(buf))); + } + if (size == sizeof(int16_t)) { + return find_int32(static_cast(load_predicate_value(buf))); + } + if (size == sizeof(int32_t)) { + return find_int32(load_predicate_value(buf)); + } + return true; + } + + bool test_int64(const char* buf, size_t size) const { + if (size != sizeof(int64_t)) { + return true; + } + const int64_t value = load_predicate_value(buf); + return _bloom_filter.FindHash(_bloom_filter.Hash(value)); + } + + bool test_float(const char* buf, size_t size) const { + if (size != sizeof(float)) { + return true; + } + const float value = load_predicate_value(buf); + return _bloom_filter.FindHash(_bloom_filter.Hash(value)); + } + + bool test_double(const char* buf, size_t size) const { + if (size != sizeof(double)) { + return true; + } + const double value = load_predicate_value(buf); + return _bloom_filter.FindHash(_bloom_filter.Hash(value)); + } + + bool test_string(const char* buf, size_t size) const { + ::parquet::ByteArray value(static_cast(size), + reinterpret_cast(buf)); + return _bloom_filter.FindHash(_bloom_filter.Hash(&value)); + } + + bool find_int32(int32_t value) const { + return _bloom_filter.FindHash(_bloom_filter.Hash(value)); + } + + const ParquetColumnSchema& _column_schema; + const ::parquet::BloomFilter& _bloom_filter; +}; + +const ParquetColumnSchema* resolve_predicate_leaf_schema( + const std::vector>& schema, + const format::FileColumnPredicateFilter& column_filter); + +bool bloom_filter_supported(const ParquetColumnSchema& column_schema) { + switch (physical_filter_type(column_schema)) { + case TYPE_BOOLEAN: + case TYPE_INT: + case TYPE_BIGINT: + case TYPE_FLOAT: + case TYPE_DOUBLE: + case TYPE_STRING: + return true; + default: + return false; + } +} + +bool bloom_filter_excludes(const ParquetColumnSchema& column_schema, + const format::FileColumnPredicateFilter& column_filter, + const ::parquet::BloomFilter& bloom_filter) { + if (!bloom_filter_supported(column_schema)) { + return false; + } + ArrowParquetBloomFilterAdapter adapter(column_schema, bloom_filter); + for (const auto& column_predicate : column_filter.predicates) { + if (column_predicate == nullptr || !is_bloom_filter_prunable_predicate(*column_predicate)) { + return false; + } + if (!column_predicate->evaluate_and(&adapter)) { + return true; + } + } + return false; +} + +struct RowGroupBloomFilterCache { + ::parquet::BloomFilterReader* bloom_filter_reader = nullptr; + std::map> column_bloom_filters; + std::set loaded_columns; + + ::parquet::BloomFilter* get(int row_group_idx, int leaf_column_id, + ParquetPruningStats* pruning_stats) { + if (bloom_filter_reader == nullptr || leaf_column_id < 0) { + return nullptr; + } + if (loaded_columns.find(leaf_column_id) == loaded_columns.end()) { + loaded_columns.insert(leaf_column_id); + try { + std::shared_ptr<::parquet::RowGroupBloomFilterReader> row_group_reader; + if (pruning_stats != nullptr) { + SCOPED_RAW_TIMER(&pruning_stats->bloom_filter_read_time); + row_group_reader = bloom_filter_reader->RowGroup(row_group_idx); + if (row_group_reader != nullptr) { + column_bloom_filters[leaf_column_id] = + row_group_reader->GetColumnBloomFilter(leaf_column_id); + } + } else { + row_group_reader = bloom_filter_reader->RowGroup(row_group_idx); + if (row_group_reader != nullptr) { + column_bloom_filters[leaf_column_id] = + row_group_reader->GetColumnBloomFilter(leaf_column_id); + } + } + } catch (const ::parquet::ParquetException&) { + return nullptr; + } catch (const std::exception&) { + return nullptr; + } + } + auto it = column_bloom_filters.find(leaf_column_id); + return it == column_bloom_filters.end() ? nullptr : it->second.get(); + } +}; + +ParquetRowGroupPruneReason bloom_filter_prune_reason( + int row_group_idx, const std::vector>& schema, + const format::FileColumnPredicateFilter& column_filter, + RowGroupBloomFilterCache* bloom_filter_cache, ParquetPruningStats* pruning_stats) { + if (bloom_filter_cache == nullptr || column_filter.predicates.empty()) { + return ParquetRowGroupPruneReason::NONE; + } + const auto* column_schema = resolve_predicate_leaf_schema(schema, column_filter); + if (column_schema == nullptr || !bloom_filter_supported(*column_schema)) { + return ParquetRowGroupPruneReason::NONE; + } + for (const auto& column_predicate : column_filter.predicates) { + if (column_predicate == nullptr || !is_bloom_filter_prunable_predicate(*column_predicate)) { + return ParquetRowGroupPruneReason::NONE; + } + } + auto* bloom_filter = + bloom_filter_cache->get(row_group_idx, column_schema->leaf_column_id, pruning_stats); + if (bloom_filter == nullptr) { + return ParquetRowGroupPruneReason::NONE; + } + return bloom_filter_excludes(*column_schema, column_filter, *bloom_filter) + ? ParquetRowGroupPruneReason::BLOOM_FILTER + : ParquetRowGroupPruneReason::NONE; +} + +bool is_dictionary_data_encoding(::parquet::Encoding::type encoding) { + return encoding == ::parquet::Encoding::PLAIN_DICTIONARY || + encoding == ::parquet::Encoding::RLE_DICTIONARY; +} + +bool is_level_encoding(::parquet::Encoding::type encoding) { + return encoding == ::parquet::Encoding::RLE || encoding == ::parquet::Encoding::BIT_PACKED; +} + +bool is_data_page_type(::parquet::PageType::type page_type) { + return page_type == ::parquet::PageType::DATA_PAGE || + page_type == ::parquet::PageType::DATA_PAGE_V2; +} + +bool is_dictionary_encoded_chunk(const ::parquet::ColumnChunkMetaData& column_metadata) { + if (!column_metadata.has_dictionary_page()) { + return false; + } + + const auto& encoding_stats = column_metadata.encoding_stats(); + if (!encoding_stats.empty()) { + bool has_dictionary_data_page = false; + for (const auto& encoding_stat : encoding_stats) { + if (!is_data_page_type(encoding_stat.page_type) || encoding_stat.count <= 0) { + continue; + } + if (!is_dictionary_data_encoding(encoding_stat.encoding)) { + return false; + } + has_dictionary_data_page = true; + } + return has_dictionary_data_page; + } + + bool has_dictionary_encoding = false; + for (const auto encoding : column_metadata.encodings()) { + if (is_dictionary_data_encoding(encoding)) { + has_dictionary_encoding = true; + continue; + } + if (!is_level_encoding(encoding)) { + return false; + } + } + return has_dictionary_encoding; +} + +bool supports_dictionary_pruning(const ParquetColumnSchema& column_schema, + const ::parquet::ColumnChunkMetaData& column_metadata, + const format::FileColumnPredicateFilter& column_filter) { + if (column_schema.kind != ParquetColumnSchemaKind::PRIMITIVE || + column_schema.descriptor == nullptr || column_schema.type == nullptr) { + return false; + } + if (!column_schema.type_descriptor.is_string_like) { + return false; + } + if (column_metadata.type() != ::parquet::Type::BYTE_ARRAY && + column_metadata.type() != ::parquet::Type::FIXED_LEN_BYTE_ARRAY) { + return false; + } + for (const auto& column_predicate : column_filter.predicates) { + if (column_predicate == nullptr || !is_supported_dictionary_predicate(*column_predicate)) { + return false; + } + } + return true; +} + +struct OwnedDictionaryWords { + std::vector values; + std::vector refs; + + void clear() { + values.clear(); + refs.clear(); + } + + void build_refs() { + refs.reserve(values.size()); + for (const auto& value : values) { + refs.emplace_back(value.data(), value.size()); + } + } +}; + +bool read_dictionary_words(::parquet::ParquetFileReader* file_reader, int row_group_idx, + int leaf_column_id, const ParquetColumnSchema& column_schema, + OwnedDictionaryWords* dict_words) { + DORIS_CHECK(dict_words != nullptr); + dict_words->clear(); + if (file_reader == nullptr || leaf_column_id < 0) { + return false; + } + + auto row_group_reader = file_reader->RowGroup(row_group_idx); + if (row_group_reader == nullptr) { + return false; + } + auto page_reader = row_group_reader->GetColumnPageReader(leaf_column_id); + if (page_reader == nullptr) { + return false; + } + + std::shared_ptr<::parquet::Page> page; + try { + page = page_reader->NextPage(); + } catch (const ::parquet::ParquetException&) { + return false; + } catch (const std::exception&) { + return false; + } + if (page == nullptr || page->type() != ::parquet::PageType::DICTIONARY_PAGE) { + return false; + } + const auto* dictionary_page = static_cast(page.get()); + if (dictionary_page->encoding() != ::parquet::Encoding::PLAIN && + dictionary_page->encoding() != ::parquet::Encoding::PLAIN_DICTIONARY) { + return false; + } + const int32_t dictionary_length = dictionary_page->num_values(); + if (dictionary_length <= 0) { + return false; + } + const auto* dictionary_data = dictionary_page->data(); + const int dictionary_size = dictionary_page->size(); + + dict_words->values.reserve(static_cast(dictionary_length)); + if (column_schema.descriptor->physical_type() == ::parquet::Type::BYTE_ARRAY) { + auto decoder = ::parquet::MakeTypedDecoder<::parquet::ByteArrayType>( + ::parquet::Encoding::PLAIN, column_schema.descriptor); + decoder->SetData(dictionary_length, dictionary_data, dictionary_size); + std::vector<::parquet::ByteArray> byte_array_values(static_cast(dictionary_length)); + if (decoder->Decode(byte_array_values.data(), dictionary_length) != dictionary_length) { + return false; + } + for (int32_t dict_idx = 0; dict_idx < dictionary_length; ++dict_idx) { + dict_words->values.emplace_back( + reinterpret_cast(byte_array_values[dict_idx].ptr), + byte_array_values[dict_idx].len); + } + dict_words->build_refs(); + return true; + } + if (column_schema.descriptor->physical_type() == ::parquet::Type::FIXED_LEN_BYTE_ARRAY) { + const int type_length = column_schema.descriptor->type_length(); + if (type_length <= 0) { + return false; + } + auto decoder = ::parquet::MakeTypedDecoder<::parquet::FLBAType>(::parquet::Encoding::PLAIN, + column_schema.descriptor); + decoder->SetData(dictionary_length, dictionary_data, dictionary_size); + std::vector<::parquet::FixedLenByteArray> flba_values( + static_cast(dictionary_length)); + if (decoder->Decode(flba_values.data(), dictionary_length) != dictionary_length) { + return false; + } + for (int32_t dict_idx = 0; dict_idx < dictionary_length; ++dict_idx) { + dict_words->values.emplace_back( + reinterpret_cast(flba_values[dict_idx].ptr), type_length); + } + dict_words->build_refs(); + return true; + } + return false; +} + +segment_v2::ZoneMap to_column_predicate_statistics(const ParquetColumnStatistics& statistics) { + segment_v2::ZoneMap predicate_statistics; + predicate_statistics.min_value = statistics.min_value; + predicate_statistics.max_value = statistics.max_value; + predicate_statistics.has_null = statistics.has_null; + predicate_statistics.has_not_null = statistics.has_not_null; + return predicate_statistics; +} + +const ParquetColumnSchema* find_child_schema_by_local_id(const ParquetColumnSchema& column_schema, + int32_t local_id) { + const auto child_it = std::ranges::find_if( + column_schema.children, [&](const std::unique_ptr& child) { + return child != nullptr && child->local_id == local_id; + }); + return child_it == column_schema.children.end() ? nullptr : child_it->get(); +} + +const ParquetColumnSchema* resolve_predicate_leaf_schema( + const std::vector>& schema, + const format::FileColumnPredicateFilter& column_filter) { + const auto file_column_id = column_filter.effective_file_column_id(); + if (!file_column_id.is_valid() || file_column_id.value() >= static_cast(schema.size())) { + return nullptr; + } + const ParquetColumnSchema* column_schema = schema[file_column_id.value()].get(); + if (column_schema == nullptr) { + return nullptr; + } + for (const auto child_local_id : column_filter.effective_file_child_id_path()) { + column_schema = find_child_schema_by_local_id(*column_schema, child_local_id); + if (column_schema == nullptr) { + return nullptr; + } + } + if (column_schema->kind != ParquetColumnSchemaKind::PRIMITIVE || + column_schema->leaf_column_id < 0 || column_schema->max_repetition_level > 0) { + return nullptr; + } + return column_schema; +} + +bool check_statistics(const format::FileColumnPredicateFilter& column_filter, + const ParquetColumnStatistics& statistics) { + if (!statistics.has_any_statistics()) { + return false; + } + + for (const auto& column_predicate : column_filter.predicates) { + if (is_null_only_predicate(*column_predicate)) { + if (!statistics.has_null_count) { + continue; + } + } else if (!statistics.has_any_statistics()) { + continue; + } + if (!column_predicate->evaluate_and(to_column_predicate_statistics(statistics))) { + return true; + } + } + return false; +} + +} // namespace + +ParquetColumnStatistics ParquetStatisticsUtils::TransformColumnStatistics( + const ParquetColumnSchema& column_schema, + const std::shared_ptr<::parquet::Statistics>& statistics, const cctz::time_zone* timezone) { + ParquetColumnStatistics result; + if (statistics == nullptr) { + return result; + } + + result.has_null = statistics->HasNullCount() && statistics->null_count() > 0; + result.has_not_null = statistics->num_values() > 0 || statistics->HasMinMax(); + result.has_null_count = statistics->HasNullCount(); + if (!result.has_not_null || !statistics->HasMinMax()) { + return result; + } + + DORIS_CHECK(column_schema.type != nullptr); + switch (statistics->physical_type()) { + case ::parquet::Type::BOOLEAN: + result.has_min_max = set_decoded_min_max<::parquet::BooleanType>( + statistics, column_schema, DecodedValueKind::BOOL, &result, timezone); + return result; + case ::parquet::Type::INT32: + result.has_min_max = set_decoded_min_max<::parquet::Int32Type>( + statistics, column_schema, decoded_value_kind(column_schema.type_descriptor), + &result, timezone); + return result; + case ::parquet::Type::INT64: + result.has_min_max = set_decoded_min_max<::parquet::Int64Type>( + statistics, column_schema, decoded_value_kind(column_schema.type_descriptor), + &result, timezone); + return result; + case ::parquet::Type::FLOAT: + result.has_min_max = set_decoded_min_max<::parquet::FloatType>( + statistics, column_schema, DecodedValueKind::FLOAT, &result, timezone); + return result; + case ::parquet::Type::DOUBLE: + result.has_min_max = set_decoded_min_max<::parquet::DoubleType>( + statistics, column_schema, DecodedValueKind::DOUBLE, &result, timezone); + return result; + case ::parquet::Type::BYTE_ARRAY: + case ::parquet::Type::FIXED_LEN_BYTE_ARRAY: + result.has_min_max = set_string_min_max(statistics, column_schema, &result, timezone); + return result; + default: + return result; + } +} + +namespace { + +// 统一的 RG 级裁剪入口 — 依次检查 statistics → dictionary → bloom filter。 +// +// 裁剪流水线： +// 1. resolve_predicate_leaf_schema() — 从 file schema 树中定位谓词目标叶子 +// 2. TransformColumnStatistics() + check_statistics() — min/max 范围是否冲突 +// 3. supports_dictionary_pruning() + read_dictionary_words() — EQ/IN_LIST 谓词字典裁剪 +// 4. bloom_filter_prune_reason() — 查询 bloom filter +// 每个步骤命中即返回对应的 prune reason，否则继续下一步。 +ParquetRowGroupPruneReason row_group_prune_reason( + const ::parquet::RowGroupMetaData& row_group, ::parquet::ParquetFileReader* file_reader, + int row_group_idx, const std::vector>& schema, + const format::FileColumnPredicateFilter& column_filter, + RowGroupBloomFilterCache* bloom_filter_cache, ParquetPruningStats* pruning_stats, + const cctz::time_zone* timezone) { + if (column_filter.predicates.empty()) { + return ParquetRowGroupPruneReason::NONE; + } + const auto* column_schema = resolve_predicate_leaf_schema(schema, column_filter); + if (column_schema == nullptr) { + return ParquetRowGroupPruneReason::NONE; + } + DCHECK_LT(column_schema->leaf_column_id, row_group.num_columns()); + auto column_chunk = row_group.ColumnChunk(column_schema->leaf_column_id); + if (column_chunk == nullptr) { + return ParquetRowGroupPruneReason::NONE; + } + if (check_statistics(column_filter, + ParquetStatisticsUtils::TransformColumnStatistics( + *column_schema, column_chunk->statistics(), timezone))) { + return ParquetRowGroupPruneReason::STATISTICS; + } + if (!supports_dictionary_pruning(*column_schema, *column_chunk, column_filter) || + !is_dictionary_encoded_chunk(*column_chunk)) { + return bloom_filter_prune_reason(row_group_idx, schema, column_filter, bloom_filter_cache, + pruning_stats); + } + OwnedDictionaryWords dict_words; + if (!read_dictionary_words(file_reader, row_group_idx, column_schema->leaf_column_id, + *column_schema, &dict_words)) { + return bloom_filter_prune_reason(row_group_idx, schema, column_filter, bloom_filter_cache, + pruning_stats); + } + for (const auto& column_predicate : column_filter.predicates) { + if (!column_predicate->evaluate_and(dict_words.refs.data(), dict_words.refs.size())) { + return ParquetRowGroupPruneReason::DICTIONARY; + } + } + return bloom_filter_prune_reason(row_group_idx, schema, column_filter, bloom_filter_cache, + pruning_stats); +} + +void init_bloom_filter_cache(::parquet::ParquetFileReader* file_reader, bool enable_bloom_filter, + RowGroupBloomFilterCache* bloom_filter_cache) { + DORIS_CHECK(bloom_filter_cache != nullptr); + if (!enable_bloom_filter || file_reader == nullptr) { + return; + } + try { + bloom_filter_cache->bloom_filter_reader = &file_reader->GetBloomFilterReader(); + } catch (const ::parquet::ParquetException&) { + bloom_filter_cache->bloom_filter_reader = nullptr; + } catch (const std::exception&) { + bloom_filter_cache->bloom_filter_reader = nullptr; + } +} + +// 统计信息裁剪的主循环。遍历 candidate_row_groups（或所有 RG）， +// 对每个 RG 调用 row_group_prune_reason() 判断是否可跳过。 +// +// candidate_row_groups 参数： +// nullptr → 遍历 [0, num_row_groups) +// 非 null → 只遍历指定的候选 RG（调用方已通过 scan_range 等其他条件预过滤） +Status select_row_groups(const ::parquet::FileMetaData& metadata, + ::parquet::ParquetFileReader* file_reader, + const std::vector>& file_schema, + const format::FileScanRequest& request, + const std::vector* candidate_row_groups, + std::vector* selected_row_groups, bool enable_bloom_filter, + ParquetPruningStats* pruning_stats, const cctz::time_zone* timezone) { + int64_t row_group_filter_time_sink = 0; + SCOPED_RAW_TIMER(pruning_stats == nullptr ? &row_group_filter_time_sink + : &pruning_stats->row_group_filter_time); + if (selected_row_groups == nullptr) { + return Status::InvalidArgument("selected_row_groups is null"); + } + selected_row_groups->clear(); + + const int num_row_groups = metadata.num_row_groups(); + if (pruning_stats != nullptr) { + pruning_stats->total_row_groups = num_row_groups; + } + const auto candidate_size = candidate_row_groups == nullptr + ? static_cast(num_row_groups) + : candidate_row_groups->size(); + selected_row_groups->reserve(candidate_size); + for (size_t candidate_idx = 0; candidate_idx < candidate_size; ++candidate_idx) { + const int row_group_idx = candidate_row_groups == nullptr + ? static_cast(candidate_idx) + : (*candidate_row_groups)[candidate_idx]; + DORIS_CHECK(row_group_idx >= 0); + DORIS_CHECK(row_group_idx < num_row_groups); + auto row_group = metadata.RowGroup(row_group_idx); + if (row_group == nullptr) { + selected_row_groups->push_back(row_group_idx); + continue; + } + bool drop = false; + RowGroupBloomFilterCache bloom_filter_cache; + init_bloom_filter_cache(file_reader, enable_bloom_filter, &bloom_filter_cache); + for (const auto& column_filter : request.column_predicate_filters) { + const auto prune_reason = row_group_prune_reason( + *row_group, file_reader, row_group_idx, file_schema, column_filter, + &bloom_filter_cache, pruning_stats, timezone); + if (prune_reason == ParquetRowGroupPruneReason::NONE) { + continue; + } + drop = true; + if (pruning_stats != nullptr) { + pruning_stats->filtered_group_rows += row_group->num_rows(); + if (prune_reason == ParquetRowGroupPruneReason::STATISTICS) { + ++pruning_stats->filtered_row_groups_by_statistics; + } else if (prune_reason == ParquetRowGroupPruneReason::DICTIONARY) { + ++pruning_stats->filtered_row_groups_by_dictionary; + } else if (prune_reason == ParquetRowGroupPruneReason::BLOOM_FILTER) { + ++pruning_stats->filtered_row_groups_by_bloom_filter; + } + break; + } + break; + } + if (drop) { + continue; + } + selected_row_groups->push_back(row_group_idx); + } + return Status::OK(); +} + +} // namespace + +bool ParquetStatisticsUtils::BloomFilterExcludes( + const ParquetColumnSchema& column_schema, + const format::FileColumnPredicateFilter& column_filter, + const ::parquet::BloomFilter& bloom_filter) { + return bloom_filter_excludes(column_schema, column_filter, bloom_filter); +} + +Status select_row_groups_by_statistics( + const ::parquet::FileMetaData& metadata, ::parquet::ParquetFileReader* file_reader, + const std::vector>& file_schema, + const format::FileScanRequest& request, const std::vector* candidate_row_groups, + std::vector* selected_row_groups, bool enable_bloom_filter, + ParquetPruningStats* pruning_stats, const cctz::time_zone* timezone) { + return select_row_groups(metadata, file_reader, file_schema, request, candidate_row_groups, + selected_row_groups, enable_bloom_filter, pruning_stats, timezone); +} + +namespace { + +template +bool set_page_decoded_min_max(const std::shared_ptr<::parquet::ColumnIndex>& column_index, + const ParquetColumnSchema& column_schema, size_t page_idx, + DecodedValueKind value_kind, ParquetColumnStatistics* page_statistics, + const cctz::time_zone* timezone) { + const auto typed_index = + std::static_pointer_cast<::parquet::TypedColumnIndex>(column_index); + if (page_idx >= typed_index->min_values().size() || + page_idx >= typed_index->max_values().size()) { + return false; + } + if (!set_decoded_field(column_schema, value_kind, typed_index->min_values()[page_idx], + &page_statistics->min_value, timezone) || + !set_decoded_field(column_schema, value_kind, typed_index->max_values()[page_idx], + &page_statistics->max_value, timezone)) { + return false; + } + page_statistics->has_min_max = true; + return true; +} + +bool set_page_string_min_max(const std::shared_ptr<::parquet::ColumnIndex>& column_index, + const ParquetColumnSchema& column_schema, size_t page_idx, + ParquetColumnStatistics* page_statistics, + const cctz::time_zone* timezone) { + switch (column_schema.descriptor->physical_type()) { + case ::parquet::Type::BYTE_ARRAY: { + const auto typed_index = + std::static_pointer_cast<::parquet::ByteArrayColumnIndex>(column_index); + if (page_idx >= typed_index->min_values().size() || + page_idx >= typed_index->max_values().size()) { + return false; + } + const auto min = ::parquet::ByteArrayToString(typed_index->min_values()[page_idx]); + const auto max = ::parquet::ByteArrayToString(typed_index->max_values()[page_idx]); + if (!set_decoded_binary_field(column_schema, DecodedValueKind::BINARY, + StringRef(min.data(), min.size()), + &page_statistics->min_value, timezone) || + !set_decoded_binary_field(column_schema, DecodedValueKind::BINARY, + StringRef(max.data(), max.size()), + &page_statistics->max_value, timezone)) { + return false; + } + page_statistics->has_min_max = true; + return true; + } + case ::parquet::Type::FIXED_LEN_BYTE_ARRAY: { + const int type_length = column_schema.descriptor->type_length(); + if (type_length <= 0) { + return false; + } + const auto typed_index = std::static_pointer_cast<::parquet::FLBAColumnIndex>(column_index); + if (page_idx >= typed_index->min_values().size() || + page_idx >= typed_index->max_values().size()) { + return false; + } + const std::string min( + reinterpret_cast(typed_index->min_values()[page_idx].ptr), + type_length); + const std::string max( + reinterpret_cast(typed_index->max_values()[page_idx].ptr), + type_length); + if (!set_decoded_binary_field(column_schema, DecodedValueKind::FIXED_BINARY, + StringRef(min.data(), min.size()), + &page_statistics->min_value, timezone) || + !set_decoded_binary_field(column_schema, DecodedValueKind::FIXED_BINARY, + StringRef(max.data(), max.size()), + &page_statistics->max_value, timezone)) { + return false; + } + page_statistics->has_min_max = true; + return true; + } + default: + return false; + } +} + +bool set_page_min_max(const std::shared_ptr<::parquet::ColumnIndex>& column_index, + const ParquetColumnSchema& column_schema, size_t page_idx, + ParquetColumnStatistics* page_statistics, const cctz::time_zone* timezone) { + DORIS_CHECK(column_schema.type != nullptr); + switch (column_schema.descriptor->physical_type()) { + case ::parquet::Type::BOOLEAN: + return set_page_decoded_min_max<::parquet::BooleanType>(column_index, column_schema, + page_idx, DecodedValueKind::BOOL, + page_statistics, timezone); + case ::parquet::Type::INT32: + return set_page_decoded_min_max<::parquet::Int32Type>( + column_index, column_schema, page_idx, + decoded_value_kind(column_schema.type_descriptor), page_statistics, timezone); + case ::parquet::Type::INT64: + return set_page_decoded_min_max<::parquet::Int64Type>( + column_index, column_schema, page_idx, + decoded_value_kind(column_schema.type_descriptor), page_statistics, timezone); + case ::parquet::Type::FLOAT: + return set_page_decoded_min_max<::parquet::FloatType>(column_index, column_schema, page_idx, + DecodedValueKind::FLOAT, + page_statistics, timezone); + case ::parquet::Type::DOUBLE: + return set_page_decoded_min_max<::parquet::DoubleType>(column_index, column_schema, + page_idx, DecodedValueKind::DOUBLE, + page_statistics, timezone); + case ::parquet::Type::BYTE_ARRAY: + case ::parquet::Type::FIXED_LEN_BYTE_ARRAY: + return set_page_string_min_max(column_index, column_schema, page_idx, page_statistics, + timezone); + default: + return false; + } +} + +bool build_page_statistics(const std::shared_ptr<::parquet::ColumnIndex>& column_index, + const ParquetColumnSchema& column_schema, size_t page_idx, + ParquetColumnStatistics* page_statistics, + const cctz::time_zone* timezone) { + DORIS_CHECK(page_statistics != nullptr); + *page_statistics = ParquetColumnStatistics {}; + + const auto& null_pages = column_index->null_pages(); + if (!column_index->has_null_counts() || page_idx >= null_pages.size() || + page_idx >= column_index->null_counts().size()) { + return false; + } + + page_statistics->has_null_count = true; + page_statistics->has_null = column_index->null_counts()[page_idx] > 0; + page_statistics->has_not_null = !null_pages[page_idx]; + if (!page_statistics->has_not_null) { + return true; + } + return set_page_min_max(column_index, column_schema, page_idx, page_statistics, timezone); +} + +std::vector intersect_ranges(const std::vector& left, + const std::vector& right) { + std::vector result; + size_t left_idx = 0; + size_t right_idx = 0; + while (left_idx < left.size() && right_idx < right.size()) { + const int64_t left_start = left[left_idx].start; + const int64_t left_end = left_start + left[left_idx].length; + const int64_t right_start = right[right_idx].start; + const int64_t right_end = right_start + right[right_idx].length; + const int64_t start = std::max(left_start, right_start); + const int64_t end = std::min(left_end, right_end); + if (start < end) { + result.push_back(RowRange {start, end - start}); + } + if (left_end < right_end) { + ++left_idx; + } else { + ++right_idx; + } + } + return result; +} + +int64_t count_range_rows(const std::vector& ranges) { + int64_t rows = 0; + for (const auto& range : ranges) { + rows += range.length; + } + return rows; +} + +RowRange page_row_range(const ::parquet::OffsetIndex& offset_index, size_t page_idx, + int64_t row_group_rows) { + const auto& page_locations = offset_index.page_locations(); + const int64_t start = page_locations[page_idx].first_row_index; + const int64_t end = page_idx + 1 == page_locations.size() + ? row_group_rows + : page_locations[page_idx + 1].first_row_index; + DORIS_CHECK(start >= 0); + DORIS_CHECK(end >= start); + DORIS_CHECK(end <= row_group_rows); + return RowRange {start, end - start}; +} + +void append_row_range(const RowRange& range, std::vector* ranges) { + if (range.length == 0) { + return; + } + if (!ranges->empty()) { + auto& previous = ranges->back(); + if (previous.start + previous.length == range.start) { + previous.length += range.length; + return; + } + } + ranges->push_back(range); +} + +bool select_ranges_for_filter(const std::shared_ptr<::parquet::RowGroupPageIndexReader>& row_group, + const std::vector>& file_schema, + const format::FileColumnPredicateFilter& column_filter, + int64_t row_group_rows, std::vector* ranges, + const cctz::time_zone* timezone) { + if (column_filter.predicates.empty()) { + return false; + } + const auto* column_schema = resolve_predicate_leaf_schema(file_schema, column_filter); + if (column_schema == nullptr || column_schema->descriptor == nullptr) { + return false; + } + + std::shared_ptr<::parquet::ColumnIndex> column_index; + std::shared_ptr<::parquet::OffsetIndex> offset_index; + try { + column_index = row_group->GetColumnIndex(column_schema->leaf_column_id); + offset_index = row_group->GetOffsetIndex(column_schema->leaf_column_id); + } catch (const ::parquet::ParquetException&) { + return false; + } catch (const std::exception&) { + return false; + } + if (column_index == nullptr || offset_index == nullptr || + column_index->null_pages().size() != offset_index->page_locations().size()) { + return false; + } + + ranges->clear(); + const auto page_count = offset_index->page_locations().size(); + for (size_t page_idx = 0; page_idx < page_count; ++page_idx) { + ParquetColumnStatistics page_statistics; + if (!build_page_statistics(column_index, *column_schema, page_idx, &page_statistics, + timezone)) { + ranges->clear(); + return false; + } + const RowRange row_range = page_row_range(*offset_index, page_idx, row_group_rows); + if (check_statistics(column_filter, page_statistics)) { + continue; + } + append_row_range(row_range, ranges); + } + return true; +} + +bool ranges_intersect(const std::vector& ranges, const RowRange& range) { + const int64_t range_end = range.start + range.length; + for (const auto& selected_range : ranges) { + const int64_t selected_end = selected_range.start + selected_range.length; + if (selected_end <= range.start) { + continue; + } + if (selected_range.start >= range_end) { + return false; + } + return true; + } + return false; +} + +void collect_leaf_schemas(const ParquetColumnSchema& column_schema, + const format::LocalColumnIndex* projection, + std::vector* leaf_schemas) { + if (column_schema.kind == ParquetColumnSchemaKind::PRIMITIVE) { + leaf_schemas->push_back(&column_schema); + return; + } + for (const auto& child_schema : column_schema.children) { + if (!format::is_child_projected(projection, child_schema->local_id)) { + continue; + } + const auto* child_projection = + format::find_child_projection(projection, child_schema->local_id); + collect_leaf_schemas(*child_schema, child_projection, leaf_schemas); + } +} + +void collect_request_leaf_schemas( + const std::vector>& file_schema, + const format::FileScanRequest& request, + std::vector* leaf_schemas) { + std::set seen_leaf_ids; + auto collect_projection = [&](const format::LocalColumnIndex& projection) { + const int32_t local_id = projection.local_id(); + if (local_id < 0 || local_id >= static_cast(file_schema.size())) { + return; + } + std::vector projection_leaf_schemas; + collect_leaf_schemas(*file_schema[local_id], &projection, &projection_leaf_schemas); + for (const auto* leaf_schema : projection_leaf_schemas) { + DORIS_CHECK(leaf_schema != nullptr); + if (seen_leaf_ids.insert(leaf_schema->leaf_column_id).second) { + leaf_schemas->push_back(leaf_schema); + } + } + }; + for (const auto& projection : request.predicate_columns) { + collect_projection(projection); + } + for (const auto& projection : request.non_predicate_columns) { + collect_projection(projection); + } + for (const auto& column_filter : request.column_predicate_filters) { + const auto* leaf_schema = resolve_predicate_leaf_schema(file_schema, column_filter); + if (leaf_schema == nullptr) { + continue; + } + if (seen_leaf_ids.insert(leaf_schema->leaf_column_id).second) { + leaf_schemas->push_back(leaf_schema); + } + } +} + +bool build_page_skip_plan_for_leaf( + const std::shared_ptr<::parquet::RowGroupPageIndexReader>& row_group, + const ParquetColumnSchema& column_schema, const std::vector& selected_ranges, + int64_t row_group_rows, ParquetPageSkipPlan* page_skip_plan) { + DORIS_CHECK(page_skip_plan != nullptr); + *page_skip_plan = ParquetPageSkipPlan {}; + // OffsetIndex first_row_index is row-based only for non-repeated leaves. LIST/MAP/repeated + // leaves need repetition-level-aware range mapping and are intentionally left out for now. + if (column_schema.kind != ParquetColumnSchemaKind::PRIMITIVE || + column_schema.descriptor == nullptr || column_schema.leaf_column_id < 0 || + column_schema.descriptor->max_repetition_level() != 0) { + return false; + } + + std::shared_ptr<::parquet::OffsetIndex> offset_index; + try { + offset_index = row_group->GetOffsetIndex(column_schema.leaf_column_id); + } catch (const ::parquet::ParquetException&) { + return false; + } catch (const std::exception&) { + return false; + } + if (offset_index == nullptr) { + return false; + } + + const auto page_count = offset_index->page_locations().size(); + page_skip_plan->leaf_column_id = column_schema.leaf_column_id; + page_skip_plan->skipped_pages.resize(page_count); + page_skip_plan->skipped_page_compressed_sizes.resize(page_count); + const auto& page_locations = offset_index->page_locations(); + for (size_t page_idx = 0; page_idx < page_count; ++page_idx) { + const RowRange row_range = page_row_range(*offset_index, page_idx, row_group_rows); + if (row_range.length == 0 || ranges_intersect(selected_ranges, row_range)) { + continue; + } + page_skip_plan->skipped_pages[page_idx] = 1; + page_skip_plan->skipped_page_compressed_sizes[page_idx] = + page_locations[page_idx].compressed_page_size; + append_row_range(row_range, &page_skip_plan->skipped_ranges); + } + if (page_skip_plan->empty()) { + *page_skip_plan = ParquetPageSkipPlan {}; + return false; + } + return true; +} + +void build_page_skip_plans(const std::shared_ptr<::parquet::RowGroupPageIndexReader>& row_group, + const std::vector>& file_schema, + const format::FileScanRequest& request, + const std::vector& selected_ranges, int64_t row_group_rows, + std::map* page_skip_plans) { + DORIS_CHECK(page_skip_plans != nullptr); + page_skip_plans->clear(); + std::vector leaf_schemas; + collect_request_leaf_schemas(file_schema, request, &leaf_schemas); + for (const auto* leaf_schema : leaf_schemas) { + DORIS_CHECK(leaf_schema != nullptr); + ParquetPageSkipPlan page_skip_plan; + if (build_page_skip_plan_for_leaf(row_group, *leaf_schema, selected_ranges, row_group_rows, + &page_skip_plan)) { + page_skip_plans->emplace(page_skip_plan.leaf_column_id, std::move(page_skip_plan)); + } + } +} + +} // namespace + +Status select_row_group_ranges_by_page_index( + ::parquet::ParquetFileReader* file_reader, + const std::vector>& file_schema, + const format::FileScanRequest& request, int row_group_idx, int64_t row_group_rows, + std::vector* selected_ranges, std::map* page_skip_plans, + ParquetPruningStats* pruning_stats, const cctz::time_zone* timezone) { + int64_t page_index_filter_time_sink = 0; + SCOPED_RAW_TIMER(pruning_stats == nullptr ? &page_index_filter_time_sink + : &pruning_stats->page_index_filter_time); + DORIS_CHECK(selected_ranges != nullptr); + selected_ranges->clear(); + if (page_skip_plans != nullptr) { + page_skip_plans->clear(); + } + if (row_group_rows <= 0) { + return Status::OK(); + } + selected_ranges->push_back(RowRange {0, row_group_rows}); + if (!config::enable_parquet_page_index || request.column_predicate_filters.empty() || + file_reader == nullptr) { + return Status::OK(); + } + + std::shared_ptr<::parquet::PageIndexReader> page_index_reader; + std::shared_ptr<::parquet::RowGroupPageIndexReader> row_group_index_reader; + try { + if (pruning_stats != nullptr) { + ++pruning_stats->page_index_read_calls; + } + { + int64_t read_page_index_time_sink = 0; + SCOPED_RAW_TIMER(pruning_stats == nullptr ? &read_page_index_time_sink + : &pruning_stats->read_page_index_time); + page_index_reader = file_reader->GetPageIndexReader(); + if (page_index_reader == nullptr) { + return Status::OK(); + } + row_group_index_reader = page_index_reader->RowGroup(row_group_idx); + } + } catch (const ::parquet::ParquetException&) { + return Status::OK(); + } catch (const std::exception&) { + return Status::OK(); + } + if (row_group_index_reader == nullptr) { + return Status::OK(); + } + + for (const auto& column_filter : request.column_predicate_filters) { + std::vector filter_ranges; + if (!select_ranges_for_filter(row_group_index_reader, file_schema, column_filter, + row_group_rows, &filter_ranges, timezone)) { + continue; + } + *selected_ranges = intersect_ranges(*selected_ranges, filter_ranges); + if (selected_ranges->empty()) { + if (page_skip_plans != nullptr) { + page_skip_plans->clear(); + } + if (pruning_stats != nullptr) { + pruning_stats->filtered_page_rows += row_group_rows; + ++pruning_stats->filtered_row_groups_by_page_index; + } + return Status::OK(); + } + } + if (page_skip_plans != nullptr) { + build_page_skip_plans(row_group_index_reader, file_schema, request, *selected_ranges, + row_group_rows, page_skip_plans); + } + if (pruning_stats != nullptr) { + const int64_t selected_rows = count_range_rows(*selected_ranges); + DORIS_CHECK(selected_rows <= row_group_rows); + pruning_stats->filtered_page_rows += row_group_rows - selected_rows; + } + return Status::OK(); +} + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/parquet_statistics.h b/be/src/format_v2/parquet/parquet_statistics.h new file mode 100644 index 00000000000000..741ca77779c35a --- /dev/null +++ b/be/src/format_v2/parquet/parquet_statistics.h @@ -0,0 +1,143 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include +#include +#include + +#include "common/status.h" +#include "core/field.h" +#include "format_v2/file_reader.h" +#include "format_v2/parquet/selection_vector.h" + +namespace parquet { +class BloomFilter; +class FileMetaData; +class ParquetFileReader; +class Statistics; +} // namespace parquet + +namespace cctz { +class time_zone; +} // namespace cctz + +namespace doris { +class ColumnPredicate; +} // namespace doris + +namespace doris::format::parquet { + +struct ParquetColumnSchema; + +// ============================================================================ +// 裁剪统计信息 +// ============================================================================ + +// RowGroup/Page 裁剪过程中的统计计数。 +// 由 plan_parquet_row_groups() 填充，最终汇总到 ParquetProfile 的 RuntimeProfile。 +struct ParquetPruningStats { + int64_t total_row_groups = 0; // 文件中 RG 总数 + int64_t selected_row_groups = 0; // 裁剪后选中的 RG 数 + int64_t filtered_row_groups_by_statistics = 0; // 被 min/max statistics 裁剪的 RG 数 + int64_t filtered_row_groups_by_dictionary = 0; // 被 dictionary 裁剪的 RG 数 + int64_t filtered_row_groups_by_bloom_filter = 0; // 被 bloom filter 裁剪的 RG 数 + int64_t filtered_row_groups_by_page_index = 0; // 被 page index 完全裁剪的 RG 数 + int64_t filtered_group_rows = 0; // 被裁剪的 RG 的总行数 + int64_t filtered_page_rows = 0; // 被 page index 裁剪的行数 + int64_t selected_row_ranges = 0; // 选中的行范围数 + int64_t page_index_read_calls = 0; // Page Index 读取次数 + int64_t bloom_filter_read_time = 0; // Bloom filter 读取耗时 (ns) + int64_t row_group_filter_time = 0; // RG 级裁剪耗时 (ns) + int64_t page_index_filter_time = 0; // Page index 裁剪耗时 (ns) + int64_t read_page_index_time = 0; // Page index 读取耗时 (ns) +}; + +// Parquet ColumnChunk statistics 转换后的 Doris 统计视图。 +// 将 Arrow 的 min/max 物理值按 type_descriptor 转换为 Doris Field， +// 供 ColumnPredicate::evaluate_and() 判断是否可以裁剪。 +struct ParquetColumnStatistics { + Field min_value; // 列最小值（已转换为 Doris 类型） + Field max_value; // 列最大值 + bool has_null = false; // 是否包含 NULL + bool has_not_null = false; // 是否包含非 NULL 值 + bool has_null_count = false; // null_count 字段是否有效 + bool has_min_max = false; // min/max 字段是否有效（转换成功） + + bool has_any_statistics() const { return has_null_count || has_min_max; } +}; + +// ============================================================================ +// Parquet 文件级裁剪工具 +// ============================================================================ +// +// 裁剪逻辑分层： +// ① select_row_groups_by_statistics() — RG 级：min/max + dictionary + bloom filter +// ② select_row_group_ranges_by_page_index() — Page 级：ColumnIndex 细粒度 range 裁剪 + skip plan +// +// 这些函数只消费已 localize 到 file schema 的 FileScanRequest， +// 不理解 table/global schema。所有裁剪发生在 plan_parquet_row_groups() 阶段。 +// +// 内部实现（.cpp 中）： +// row_group_prune_reason() 是统一的 RG 级裁剪入口，依次检查： +// statistics(TransformColumnStatistics + check_statistics) +// → dictionary(read_dictionary_words + predicate::evaluate_and) +// → bloom filter(bloom_filter_prune_reason) +// 返回第一个命中裁剪的原因。 +// ============================================================================ +struct ParquetStatisticsUtils { + // 将 Arrow Parquet Statistics 转换为 Doris 的 ParquetColumnStatistics。 + // 如果 min/max 是 Parquet 物理值（如 INT32 存的 decimal、INT96 的 timestamp）， + // 会按 column_schema.type_descriptor 转换为 Doris 逻辑值。 + static ParquetColumnStatistics TransformColumnStatistics( + const ParquetColumnSchema& column_schema, + const std::shared_ptr<::parquet::Statistics>& statistics, + const cctz::time_zone* timezone = nullptr); + + // 检查 bloom filter 是否排除该列的所有 predicate 值。 + // 通过 ArrowParquetBloomFilterAdapter 将 Arrow BloomFilter 适配为 Doris BloomFilter 接口。 + static bool BloomFilterExcludes(const ParquetColumnSchema& column_schema, + const format::FileColumnPredicateFilter& column_filter, + const ::parquet::BloomFilter& bloom_filter); +}; + +// ① RG 级裁剪：对 candidate_row_groups 中的每个 RG，调用 row_group_prune_reason() +// 依次检查 statistics → dictionary → bloom filter。 +// candidate_row_groups 为 nullptr 时遍历所有 RG。 +Status select_row_groups_by_statistics( + const ::parquet::FileMetaData& metadata, ::parquet::ParquetFileReader* file_reader, + const std::vector>& file_schema, + const format::FileScanRequest& request, const std::vector* candidate_row_groups, + std::vector* selected_row_groups, bool enable_bloom_filter, + ParquetPruningStats* pruning_stats, const cctz::time_zone* timezone = nullptr); + +// ② Page 级裁剪：对指定 RG，通过 ColumnIndex (page statistics) 和 OffsetIndex +// 对每个 column_predicate_filter 逐 page 裁剪，生成 selected_ranges（该 RG 内需读取的行范围） +// 和 page_skip_plans（完全跳过哪些 data page，供 Arrow RecordReader 在物理读取层跳过）。 +// +// 所有 column_filter 的 range 取交集（intersect_ranges）， +// 交集为空则该 RG 被完全裁剪。 +Status select_row_group_ranges_by_page_index( + ::parquet::ParquetFileReader* file_reader, + const std::vector>& file_schema, + const format::FileScanRequest& request, int row_group_idx, int64_t row_group_rows, + std::vector* selected_ranges, std::map* page_skip_plans, + ParquetPruningStats* pruning_stats, const cctz::time_zone* timezone = nullptr); + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/parquet_type.cpp b/be/src/format_v2/parquet/parquet_type.cpp new file mode 100644 index 00000000000000..d35181d0397178 --- /dev/null +++ b/be/src/format_v2/parquet/parquet_type.cpp @@ -0,0 +1,358 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/parquet/parquet_type.h" + +#include + +#include +#include + +#include "core/data_type/data_type_factory.hpp" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" +#include "core/data_type/primitive_type.h" + +namespace doris::format::parquet { +namespace { + +DataTypePtr create_type(PrimitiveType type, bool nullable, int precision = 0, int scale = 0) { + return DataTypeFactory::instance().create_data_type(type, nullable, precision, scale); +} + +PrimitiveType decimal_primitive_type(int precision) { + return precision > 38 ? TYPE_DECIMAL256 : TYPE_DECIMAL128I; +} + +void mark_decimal(const ::parquet::ColumnDescriptor* column, int precision, int scale, + ParquetTypeDescriptor* result) { + result->is_decimal = true; + result->decimal_precision = precision; + result->decimal_scale = scale; + switch (column->physical_type()) { + case ::parquet::Type::INT32: + result->extra_type_info = ParquetExtraTypeInfo::DECIMAL_INT32; + break; + case ::parquet::Type::INT64: + result->extra_type_info = ParquetExtraTypeInfo::DECIMAL_INT64; + break; + case ::parquet::Type::BYTE_ARRAY: + case ::parquet::Type::FIXED_LEN_BYTE_ARRAY: + result->extra_type_info = ParquetExtraTypeInfo::DECIMAL_BYTE_ARRAY; + break; + default: + result->extra_type_info = ParquetExtraTypeInfo::NONE; + break; + } +} + +void mark_integer(int bit_width, bool is_signed, ParquetTypeDescriptor* result) { + result->integer_bit_width = bit_width; + result->is_unsigned_integer = !is_signed; +} + +DataTypePtr converted_type_to_doris_type(const ::parquet::ColumnDescriptor* column, + ParquetTypeDescriptor* result) { + const bool nullable = column->max_definition_level() > 0; + switch (column->converted_type()) { + case ::parquet::ConvertedType::UTF8: + case ::parquet::ConvertedType::ENUM: + case ::parquet::ConvertedType::JSON: + case ::parquet::ConvertedType::BSON: + return create_type(TYPE_STRING, nullable); + case ::parquet::ConvertedType::DECIMAL: + mark_decimal(column, column->type_precision(), column->type_scale(), result); + return create_type(decimal_primitive_type(column->type_precision()), nullable, + column->type_precision(), column->type_scale()); + case ::parquet::ConvertedType::DATE: + return create_type(TYPE_DATEV2, nullable); + case ::parquet::ConvertedType::TIME_MILLIS: + result->unsupported_reason = "Parquet TIME with isAdjustedToUTC=true is not supported"; + return nullptr; + case ::parquet::ConvertedType::TIME_MICROS: + result->unsupported_reason = "Parquet TIME with isAdjustedToUTC=true is not supported"; + return nullptr; + case ::parquet::ConvertedType::TIMESTAMP_MILLIS: + result->is_timestamp = true; + result->timestamp_is_adjusted_to_utc = true; + result->time_unit = ParquetTimeUnit::MILLIS; + result->extra_type_info = ParquetExtraTypeInfo::UNIT_MS; + return create_type(TYPE_DATETIMEV2, nullable, 0, 3); + case ::parquet::ConvertedType::TIMESTAMP_MICROS: + result->is_timestamp = true; + result->timestamp_is_adjusted_to_utc = true; + result->time_unit = ParquetTimeUnit::MICROS; + result->extra_type_info = ParquetExtraTypeInfo::UNIT_MICROS; + return create_type(TYPE_DATETIMEV2, nullable, 0, 6); + // Parquet stores signed and unsigned integer logical annotations on signed physical carriers: + // INT_8/UINT_8/INT_16/UINT_16/INT_32/UINT_32 use physical INT32, and + // INT_64/UINT_64 use physical INT64. Doris maps unsigned integers to the next wider + // signed type so all values in the unsigned range can be represented. + case ::parquet::ConvertedType::INT_8: + mark_integer(8, true, result); + return create_type(TYPE_TINYINT, nullable); + case ::parquet::ConvertedType::UINT_8: + mark_integer(8, false, result); + return create_type(TYPE_SMALLINT, nullable); + case ::parquet::ConvertedType::INT_16: + mark_integer(16, true, result); + return create_type(TYPE_SMALLINT, nullable); + case ::parquet::ConvertedType::UINT_16: + mark_integer(16, false, result); + return create_type(TYPE_INT, nullable); + case ::parquet::ConvertedType::INT_32: + mark_integer(32, true, result); + return create_type(TYPE_INT, nullable); + case ::parquet::ConvertedType::UINT_32: + mark_integer(32, false, result); + return create_type(TYPE_BIGINT, nullable); + case ::parquet::ConvertedType::INT_64: + mark_integer(64, true, result); + return create_type(TYPE_BIGINT, nullable); + case ::parquet::ConvertedType::UINT_64: + mark_integer(64, false, result); + return create_type(TYPE_LARGEINT, nullable); + case ::parquet::ConvertedType::NONE: + default: + return nullptr; + } +} + +DataTypePtr logical_type_to_doris_type(const ::parquet::ColumnDescriptor* column, + ParquetTypeDescriptor* result) { + const auto& logical_type = column->logical_type(); + if (logical_type == nullptr || !logical_type->is_valid() || logical_type->is_none()) { + return nullptr; + } + const bool nullable = column->max_definition_level() > 0; + if (logical_type->is_string() || logical_type->is_enum() || logical_type->is_JSON() || + logical_type->is_BSON() || logical_type->is_UUID()) { + return create_type(TYPE_STRING, nullable); + } + if (logical_type->is_decimal()) { + const auto& decimal_type = static_cast(*logical_type); + mark_decimal(column, decimal_type.precision(), decimal_type.scale(), result); + return create_type(decimal_primitive_type(decimal_type.precision()), nullable, + decimal_type.precision(), decimal_type.scale()); + } + if (logical_type->is_date()) { + return create_type(TYPE_DATEV2, nullable); + } + if (logical_type->is_time()) { + const auto& time_type = static_cast(*logical_type); + if (time_type.is_adjusted_to_utc()) { + result->unsupported_reason = "Parquet TIME with isAdjustedToUTC=true is not supported"; + return nullptr; + } + int scale = 0; + if (time_type.time_unit() == ::parquet::LogicalType::TimeUnit::MILLIS) { + scale = 3; + result->time_unit = ParquetTimeUnit::MILLIS; + result->extra_type_info = ParquetExtraTypeInfo::UNIT_MS; + } else if (time_type.time_unit() == ::parquet::LogicalType::TimeUnit::MICROS) { + scale = 6; + result->time_unit = ParquetTimeUnit::MICROS; + result->extra_type_info = ParquetExtraTypeInfo::UNIT_MICROS; + } else { + return nullptr; + } + return create_type(TYPE_TIMEV2, nullable, 0, scale); + } + if (logical_type->is_timestamp()) { + const auto& timestamp_type = + static_cast(*logical_type); + int scale = 0; + if (timestamp_type.time_unit() == ::parquet::LogicalType::TimeUnit::MILLIS) { + scale = 3; + result->time_unit = ParquetTimeUnit::MILLIS; + result->extra_type_info = ParquetExtraTypeInfo::UNIT_MS; + } else if (timestamp_type.time_unit() == ::parquet::LogicalType::TimeUnit::MICROS) { + scale = 6; + result->time_unit = ParquetTimeUnit::MICROS; + result->extra_type_info = ParquetExtraTypeInfo::UNIT_MICROS; + } else if (timestamp_type.time_unit() == ::parquet::LogicalType::TimeUnit::NANOS) { + scale = 6; + result->time_unit = ParquetTimeUnit::NANOS; + result->extra_type_info = ParquetExtraTypeInfo::UNIT_NS; + } else { + return nullptr; + } + result->is_timestamp = true; + result->timestamp_is_adjusted_to_utc = timestamp_type.is_adjusted_to_utc(); + return create_type(TYPE_DATETIMEV2, nullable, 0, scale); + } + if (logical_type->is_int()) { + const auto& int_type = static_cast(*logical_type); + mark_integer(int_type.bit_width(), int_type.is_signed(), result); + switch (int_type.bit_width()) { + case 8: + return create_type(int_type.is_signed() ? TYPE_TINYINT : TYPE_SMALLINT, nullable); + case 16: + return create_type(int_type.is_signed() ? TYPE_SMALLINT : TYPE_INT, nullable); + case 32: + return create_type(int_type.is_signed() ? TYPE_INT : TYPE_BIGINT, nullable); + case 64: + return create_type(int_type.is_signed() ? TYPE_BIGINT : TYPE_LARGEINT, nullable); + default: + return nullptr; + } + } + if (logical_type->is_float16()) { + if (column->physical_type() != ::parquet::Type::FIXED_LEN_BYTE_ARRAY || + column->type_length() != 2) { + return nullptr; + } + result->extra_type_info = ParquetExtraTypeInfo::FLOAT16; + return create_type(TYPE_FLOAT, nullable); + } + return nullptr; +} + +DataTypePtr physical_type_to_doris_type(const ::parquet::ColumnDescriptor* column) { + const bool nullable = column->max_definition_level() > 0; + DataTypePtr type; + switch (column->physical_type()) { + case ::parquet::Type::BOOLEAN: + type = std::make_shared(); + break; + case ::parquet::Type::INT32: + type = std::make_shared(); + break; + case ::parquet::Type::INT64: + type = std::make_shared(); + break; + case ::parquet::Type::FLOAT: + type = std::make_shared(); + break; + case ::parquet::Type::DOUBLE: + type = std::make_shared(); + break; + case ::parquet::Type::BYTE_ARRAY: + case ::parquet::Type::FIXED_LEN_BYTE_ARRAY: + type = std::make_shared(); + break; + case ::parquet::Type::INT96: + type = create_type(TYPE_DATETIMEV2, nullable, 0, 6); + break; + default: + return nullptr; + } + return nullable ? make_nullable(type) : type; +} + +bool record_reader_physical_type_supported(::parquet::Type::type physical_type) { + switch (physical_type) { + case ::parquet::Type::BOOLEAN: + case ::parquet::Type::INT32: + case ::parquet::Type::INT64: + case ::parquet::Type::INT96: + case ::parquet::Type::FLOAT: + case ::parquet::Type::DOUBLE: + case ::parquet::Type::BYTE_ARRAY: + case ::parquet::Type::FIXED_LEN_BYTE_ARRAY: + return true; + default: + return false; + } +} + +} // namespace + +std::string parquet_column_name(const ::parquet::ColumnDescriptor* column) { + if (column == nullptr) { + return {}; + } + auto path = column->path(); + if (path) { + return path->ToDotString(); + } + return column->name(); +} + +ParquetTypeDescriptor resolve_parquet_type(const ::parquet::ColumnDescriptor* column) { + ParquetTypeDescriptor result; + if (column == nullptr) { + return result; + } + + result.physical_type = column->physical_type(); + result.converted_type = column->converted_type(); + result.fixed_length = column->type_length(); + + if (auto logical_type = logical_type_to_doris_type(column, &result); logical_type != nullptr) { + result.doris_type = logical_type; + } else if (!result.unsupported_reason.empty()) { + result.doris_type = nullptr; + result.supports_record_reader = false; + } else if (auto converted_type = converted_type_to_doris_type(column, &result); + converted_type != nullptr) { + result.doris_type = converted_type; + } else if (!result.unsupported_reason.empty()) { + result.doris_type = nullptr; + result.supports_record_reader = false; + } else { + result.doris_type = physical_type_to_doris_type(column); + if (result.physical_type == ::parquet::Type::INT96) { + result.extra_type_info = ParquetExtraTypeInfo::IMPALA_TIMESTAMP; + } + } + + result.is_string_like = !result.is_decimal && + result.extra_type_info != ParquetExtraTypeInfo::FLOAT16 && + (result.physical_type == ::parquet::Type::BYTE_ARRAY || + result.physical_type == ::parquet::Type::FIXED_LEN_BYTE_ARRAY); + + if (!record_reader_physical_type_supported(result.physical_type)) { + result.supports_record_reader = false; + } + return result; +} + +bool supports_record_reader(const ParquetTypeDescriptor& type_descriptor) { + return type_descriptor.supports_record_reader; +} + +DecodedValueKind decoded_value_kind(const ParquetTypeDescriptor& type_descriptor) { + switch (type_descriptor.physical_type) { + case ::parquet::Type::BOOLEAN: + return DecodedValueKind::BOOL; + case ::parquet::Type::INT32: + if (type_descriptor.is_unsigned_integer && type_descriptor.integer_bit_width == 32) { + return DecodedValueKind::UINT32; + } + return DecodedValueKind::INT32; + case ::parquet::Type::INT64: + if (type_descriptor.is_unsigned_integer && type_descriptor.integer_bit_width == 64) { + return DecodedValueKind::UINT64; + } + return DecodedValueKind::INT64; + case ::parquet::Type::INT96: + return DecodedValueKind::INT96; + case ::parquet::Type::FLOAT: + return DecodedValueKind::FLOAT; + case ::parquet::Type::DOUBLE: + return DecodedValueKind::DOUBLE; + case ::parquet::Type::FIXED_LEN_BYTE_ARRAY: + return DecodedValueKind::FIXED_BINARY; + case ::parquet::Type::BYTE_ARRAY: + default: + return DecodedValueKind::BINARY; + } +} + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/parquet_type.h b/be/src/format_v2/parquet/parquet_type.h new file mode 100644 index 00000000000000..1f99bf332e532f --- /dev/null +++ b/be/src/format_v2/parquet/parquet_type.h @@ -0,0 +1,109 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include + +#include + +#include "core/data_type/data_type.h" +#include "core/data_type_serde/decoded_column_view.h" + +namespace parquet { +class ColumnDescriptor; +} // namespace parquet + +namespace doris::format::parquet { + +// ============================================================================ +// Parquet 额外类型编码信息 +// ============================================================================ +// +// Doris 的 DataType 只能表达最终展示类型（如 Decimal(10,2)、DATETIMEV2(6)）， +// 但 reader 读值时还需要知道 Parquet 物理存储方式。 +// ParquetExtraTypeInfo 补全了这个信息。 + +enum class ParquetExtraTypeInfo { + NONE, // 无特殊编码，按物理类型直接读取 + DECIMAL_INT32, // decimal 存为 4-byte big-endian int + DECIMAL_INT64, // decimal 存为 8-byte big-endian int + DECIMAL_BYTE_ARRAY, // decimal 存为变长或定长 big-endian byte array + UNIT_MS, // 时间精度为毫秒 + UNIT_MICROS, // 时间精度为微秒 + UNIT_NS, // 时间精度为纳秒 + IMPALA_TIMESTAMP, // INT96 格式的 Impala 兼容 timestamp + FLOAT16, // 半精度浮点（FIXED_LEN_BYTE_ARRAY(2) → Float32） +}; + +enum class ParquetTimeUnit { + UNKNOWN, + MILLIS, + MICROS, + NANOS, +}; + +// ============================================================================ +// Parquet 类型解析结果 — resolve_parquet_type() 的输出 +// ============================================================================ +// +// 将 Arrow ColumnDescriptor（physical_type + logical_type + converted_type） +// 解析为 Doris DataType + 读值时需要的全部编码信息。 +// +// 三级解析优先级：logical_type（优先）→ converted_type（次）→ physical_type（兜底） +// +// 关键字段说明： +// doris_type — Doris 侧的最终类型（如 DECIMAL128(10,2)、DATETIMEV2(6)） +// extra_type_info — 物理编码方式（如 DECIMAL_INT32、IMPALA_TIMESTAMP） +// physical_type — Parquet 物理类型（INT32/INT64/BYTE_ARRAY/...） +// is_string_like — 物理类型是 binary 且不是 decimal/FLOAT16 → 归为 string-like +// supports_record_reader — 是否可以通过 Arrow RecordReader 读取（当前全部支持） +struct ParquetTypeDescriptor { + DataTypePtr doris_type; + ParquetExtraTypeInfo extra_type_info = ParquetExtraTypeInfo::NONE; + ParquetTimeUnit time_unit = ParquetTimeUnit::UNKNOWN; + ::parquet::Type::type physical_type = ::parquet::Type::UNDEFINED; + ::parquet::ConvertedType::type converted_type = ::parquet::ConvertedType::UNDEFINED; + int integer_bit_width = -1; // INT_8/16/32/64 的位宽 + int decimal_precision = -1; // DECIMAL(p,s) 的精度 + int decimal_scale = -1; // DECIMAL(p,s) 的小数位 + int fixed_length = -1; // FIXED_LEN_BYTE_ARRAY 的固定长度 + bool is_unsigned_integer = false; // 是否 unsigned 整数（UINT_8/16/32/64） + bool is_decimal = false; // 是否 decimal 类型 + bool is_timestamp = false; // 是否 timestamp 类型 + bool timestamp_is_adjusted_to_utc = false; // timestamp 是否已 UTC 归一化 + bool is_string_like = false; // binary 但不是 decimal/FLOAT16 + bool supports_record_reader = true; // 能否通过 Arrow RecordReader 读取 + std::string unsupported_reason; // 非空表示该 Parquet 逻辑类型暂不支持 +}; + +// 返回 Parquet leaf column 的 file-local 展示名（如 "a.b.c"）。 +std::string parquet_column_name(const ::parquet::ColumnDescriptor* column); + +// 将 Parquet ColumnDescriptor 解析为 ParquetTypeDescriptor。 +// 不做 table schema evolution：类型提升和 default/generated/partition 列由 TableReader 处理。 +ParquetTypeDescriptor resolve_parquet_type(const ::parquet::ColumnDescriptor* column); + +// 判断该类型是否可以通过 Arrow Parquet RecordReader 读取。 +// 当前所有已知物理类型均支持，预留扩展性。 +bool supports_record_reader(const ParquetTypeDescriptor& type_descriptor); + +// 返回该类型的值在 Arrow RecordReader 中的解码方式。 +// 用于 ParquetLeafReader 确定按 INT32/INT64/FLOAT/BINARY 等哪种格式解读 values buffer。 +DecodedValueKind decoded_value_kind(const ParquetTypeDescriptor& type_descriptor); + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/reader/column_reader.cpp b/be/src/format_v2/parquet/reader/column_reader.cpp new file mode 100644 index 00000000000000..5c1efc67c6e8ab --- /dev/null +++ b/be/src/format_v2/parquet/reader/column_reader.cpp @@ -0,0 +1,561 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/parquet/reader/column_reader.h" + +#include +#include +#include +#include + +#include +#include +#include +#include +#include +#include +#include +#include + +#include "core/data_type/data_type_array.h" +#include "core/data_type/data_type_map.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_struct.h" +#include "format_v2/file_reader.h" +#include "format_v2/parquet/parquet_column_schema.h" +#include "format_v2/parquet/reader/global_rowid_column_reader.h" +#include "format_v2/parquet/reader/list_column_reader.h" +#include "format_v2/parquet/reader/map_column_reader.h" +#include "format_v2/parquet/reader/row_position_column_reader.h" +#include "format_v2/parquet/reader/scalar_column_reader.h" +#include "format_v2/parquet/reader/struct_column_reader.h" +#include "runtime/runtime_profile.h" + +namespace doris::format::parquet { +namespace { + +// Arrow PageReader 的 data page filter 回调。 +// 在 page index 裁剪阶段已生成 ParquetPageSkipPlan，其中记录了每个 data page 是否应跳过。 +// 本回调在 Arrow 遍历 data page 时被触发，按 skip plan 标记跳过对应 page， +// 使 RecordReader 在物理读取层面就不读这些 page。 +class DataPageSkipFilter { +public: + DataPageSkipFilter(const ParquetPageSkipPlan* page_skip_plan, + ParquetPageSkipProfile page_skip_profile) + : _page_skip_plan(page_skip_plan), _page_skip_profile(page_skip_profile) { + DORIS_CHECK(_page_skip_plan != nullptr); + } + + bool operator()(const ::parquet::DataPageStats&) { + // Arrow invokes this callback once for each DATA_PAGE/DATA_PAGE_V2 and never for + // dictionary pages, so this ordinal matches Parquet OffsetIndex page locations. + const size_t page_idx = _next_data_page_idx++; + const bool skip = _page_skip_plan->should_skip_page(page_idx); + if (!skip) { + return false; + } + update_skip_profile(page_idx); + return true; + } + +private: + void update_skip_profile(size_t page_idx) const { + if (_page_skip_profile.skipped_pages != nullptr) { + COUNTER_UPDATE(_page_skip_profile.skipped_pages, 1); + } + if (_page_skip_profile.skipped_bytes != nullptr) { + COUNTER_UPDATE(_page_skip_profile.skipped_bytes, + _page_skip_plan->skipped_page_compressed_size(page_idx)); + } + } + + const ParquetPageSkipPlan* _page_skip_plan = nullptr; + ParquetPageSkipProfile _page_skip_profile; + size_t _next_data_page_idx = 0; +}; + +// 从 page_skip_plans map 中查找指定 leaf_column_id 的 skip plan。 +const ParquetPageSkipPlan* find_page_skip_plan( + const std::map* page_skip_plans, int leaf_column_id) { + if (page_skip_plans == nullptr) { + return nullptr; + } + const auto plan_it = page_skip_plans->find(leaf_column_id); + return plan_it == page_skip_plans->end() ? nullptr : &plan_it->second; +} + +// 为 Arrow PageReader 安装 data page 级别的跳过过滤器。 +// 如果该 leaf column 没有 page skip plan，跳过安装。 +void install_data_page_filter(std::unique_ptr<::parquet::PageReader>& page_reader, + const std::map* page_skip_plans, + int leaf_column_id, ParquetPageSkipProfile page_skip_profile) { + DORIS_CHECK(page_reader != nullptr); + const ParquetPageSkipPlan* page_skip_plan = + find_page_skip_plan(page_skip_plans, leaf_column_id); + if (page_skip_plan == nullptr) { + return; + } + page_reader->set_data_page_filter(DataPageSkipFilter(page_skip_plan, page_skip_profile)); +} + +// 判断嵌套场景下该列是否可以通过简化版 ScalarColumnReader 读取。 +// 当前只对纯物理类型（无 logical/converted annotation）返回 true。 +bool supports_nested_scalar_record_reader(const ParquetColumnSchema& column_schema) { + if (column_schema.type_descriptor.supports_record_reader) { + return true; + } + const auto& type_descriptor = column_schema.type_descriptor; + if ((type_descriptor.extra_type_info != ParquetExtraTypeInfo::NONE && + type_descriptor.extra_type_info != ParquetExtraTypeInfo::FLOAT16) || + type_descriptor.is_decimal || type_descriptor.is_timestamp || + type_descriptor.is_string_like) { + return false; + } + if (type_descriptor.converted_type != ::parquet::ConvertedType::NONE && + type_descriptor.converted_type != ::parquet::ConvertedType::UNDEFINED) { + return false; + } + switch (type_descriptor.physical_type) { + case ::parquet::Type::BOOLEAN: + case ::parquet::Type::INT32: + case ::parquet::Type::INT64: + case ::parquet::Type::FLOAT: + case ::parquet::Type::DOUBLE: + return true; + default: + return false; + } + return true; +} + +} // namespace + +Status ParquetColumnReader::skip(int64_t rows) { + return Status::NotSupported("Parquet column skip is not implemented, rows={}", rows); +} + +void ParquetColumnReader::update_reader_read_rows(int64_t rows) const { + if (_profile.reader_read_rows != nullptr) { + COUNTER_UPDATE(_profile.reader_read_rows, rows); + } +} + +void ParquetColumnReader::update_reader_skip_rows(int64_t rows) const { + if (_profile.reader_skip_rows != nullptr) { + COUNTER_UPDATE(_profile.reader_skip_rows, rows); + } +} + +// select() 的默认实现：将 SelectionVector 转为连续的 RowRange 列表， +// 对每个 range 调用 skip(range.start - cursor) + read(range.length)， +// 最后 skip(batch_rows - cursor) 消耗完整个 batch。 +// 子类可以覆写以获得更高效的实现。 +Status ParquetColumnReader::select(const SelectionVector& sel, uint16_t selected_rows, + int64_t batch_rows, MutableColumnPtr& column) { + if (column.get() == nullptr) { + return Status::InvalidArgument("Parquet selected read result is null for column {}", + name()); + } + RETURN_IF_ERROR(sel.verify(selected_rows, batch_rows)); + + const auto ranges = selection_to_ranges(sel, selected_rows); + int64_t cursor = 0; + for (const auto& range : ranges) { + if (range.start < cursor || range.start + range.length > batch_rows) { + return Status::InvalidArgument("Invalid parquet selection range [{}, {}) for column {}", + range.start, range.start + range.length, name()); + } + RETURN_IF_ERROR(skip(range.start - cursor)); + + int64_t range_rows_read = 0; + RETURN_IF_ERROR(read(range.length, column, &range_rows_read)); + if (range_rows_read != range.length) { + return Status::Corruption( + "Parquet selected read returned {} rows, expected {} rows for column {}", + range_rows_read, range.length, name()); + } + cursor = range.start + range.length; + } + RETURN_IF_ERROR(skip(batch_rows - cursor)); + if (_profile.reader_select_rows != nullptr) { + COUNTER_UPDATE(_profile.reader_select_rows, selected_rows); + } + return Status::OK(); +} + +ParquetColumnReaderFactory::ParquetColumnReaderFactory( + std::shared_ptr<::parquet::RowGroupReader> row_group, int num_leaf_columns, + const std::map* page_skip_plans, + ParquetPageSkipProfile page_skip_profile, const cctz::time_zone* timezone, + bool enable_strict_mode, ParquetColumnReaderProfile column_reader_profile) + : _row_group(std::move(row_group)), + _record_readers(static_cast(num_leaf_columns)), + _page_skip_plans(page_skip_plans), + _page_skip_profile(page_skip_profile), + _timezone(timezone), + _enable_strict_mode(enable_strict_mode), + _column_reader_profile(column_reader_profile) {} + +std::unique_ptr ParquetColumnReaderFactory::create_row_position_column_reader( + int64_t row_group_first_row) const { + return std::make_unique(row_group_first_row, _column_reader_profile); +} + +std::unique_ptr ParquetColumnReaderFactory::create_global_rowid_column_reader( + const format::GlobalRowIdContext& context, int64_t row_group_first_row) const { + return std::make_unique(context, row_group_first_row, + _column_reader_profile); +} + +Status ParquetColumnReaderFactory::make_scalar_column_reader( + const ParquetColumnSchema& column_schema, + std::shared_ptr<::parquet::internal::RecordReader> record_reader, bool use_page_skip_plan, + std::unique_ptr* reader) const { + if (reader == nullptr) { + return Status::InvalidArgument("reader is null"); + } + const auto* page_skip_plan = + use_page_skip_plan ? find_page_skip_plan(_page_skip_plans, column_schema.leaf_column_id) + : nullptr; + *reader = std::make_unique(column_schema, std::move(record_reader), + page_skip_plan, _timezone, _enable_strict_mode, + _column_reader_profile); + return Status::OK(); +} + +Status ParquetColumnReaderFactory::create_scalar_column_reader( + const ParquetColumnSchema& column_schema, bool is_nested, + std::unique_ptr* reader) const { + if (reader == nullptr) { + return Status::InvalidArgument("reader is null"); + } + if (!column_schema.type_descriptor.unsupported_reason.empty()) { + return Status::NotSupported("Unsupported parquet column '{}': {}", column_schema.name, + column_schema.type_descriptor.unsupported_reason); + } + if (is_nested && column_schema.kind != ParquetColumnSchemaKind::PRIMITIVE) { + return Status::InvalidArgument("Parquet nested scalar reader requires primitive column {}", + column_schema.name); + } + if (column_schema.leaf_column_id < 0 || + column_schema.leaf_column_id >= static_cast(_record_readers.size())) { + return Status::InvalidArgument("Invalid parquet leaf column id {} for column {}", + column_schema.leaf_column_id, column_schema.name); + } + if (column_schema.descriptor == nullptr) { + return Status::InvalidArgument("Parquet column descriptor is null for column {}", + column_schema.name); + } + if (!is_nested && (column_schema.descriptor->max_repetition_level() != 0 || + column_schema.descriptor->max_definition_level() > 1)) { + return Status::NotSupported( + "Current parquet scalar reader only supports flat primitive columns; column {} is " + "not supported", + column_schema.name); + } + if (is_nested && !supports_nested_scalar_record_reader(column_schema)) { + return Status::NotSupported( + "Current parquet nested scalar reader does not support column {}", + column_schema.name); + } + if (!is_nested && !column_schema.type_descriptor.supports_record_reader) { + return Status::NotSupported("Current parquet scalar reader does not support column {}", + column_schema.name); + } + std::shared_ptr<::parquet::internal::RecordReader> record_reader; + // Nested readers implement skip() by materializing rows into a scratch column. If Arrow + // page filtering is also installed, those scratch reads can consume the next selected row + // after a page-index range gap. Keep page filtering on flat scalar readers only. + RETURN_IF_ERROR(get_record_reader(column_schema.leaf_column_id, column_schema.descriptor, + column_schema.name, !is_nested, &record_reader)); + return make_scalar_column_reader(column_schema, std::move(record_reader), !is_nested, reader); +} + +// 惰性创建并缓存 Arrow RecordReader（按 leaf_column_id 索引）。 +// +// 多个 Doris reader 可能通过不同嵌套路径共享同一个物理列（例如 MAP 的 key 和 value +// 是独立的物理列，分别被 key_reader 和 value_reader 持有，但它们不共享 RecordReader）。 +// 真正的共享发生在同一个物理列被 STRUCT 的多个子字段同时需要时。 +// +// 创建过程： +// 1. RowGroupReader::GetColumnPageReader(leaf_column_id) → Arrow PageReader +// 2. install_data_page_filter() — 安装 page index 裁剪的 page 级过滤器 +// 3. LevelInfo::ComputeLevelInfo() + RecordReader::Make() — 创建 RecordReader +// 4. SetPageReader() — 绑定 PageReader +Status ParquetColumnReaderFactory::get_record_reader( + int leaf_column_id, const ::parquet::ColumnDescriptor* descriptor, const std::string& name, + bool install_page_filter, + std::shared_ptr<::parquet::internal::RecordReader>* reader) const { + if (reader == nullptr) { + return Status::InvalidArgument("reader is null"); + } + if (_row_group == nullptr) { + return Status::InternalError("Parquet row group reader is not initialized for column {}", + name); + } + if (leaf_column_id < 0 || leaf_column_id >= static_cast(_record_readers.size())) { + return Status::InvalidArgument("Invalid parquet leaf column id {} for column {}", + leaf_column_id, name); + } + if (descriptor == nullptr) { + return Status::InvalidArgument("Parquet column descriptor is null for column {}", name); + } + // 惰性创建：只有第一次访问时才初始化 RecordReader + if (_record_readers[leaf_column_id] == nullptr) { + try { + auto page_reader = _row_group->GetColumnPageReader(leaf_column_id); + if (install_page_filter) { + install_data_page_filter(page_reader, _page_skip_plans, leaf_column_id, + _page_skip_profile); + } + const auto level_info = ::parquet::internal::LevelInfo::ComputeLevelInfo(descriptor); + _record_readers[leaf_column_id] = ::parquet::internal::RecordReader::Make( + descriptor, level_info, ::arrow::default_memory_pool(), + /*read_dictionary=*/false, + /*read_dense_for_nullable=*/false); + _record_readers[leaf_column_id]->SetPageReader(std::move(page_reader)); + } catch (const ::parquet::ParquetException& e) { + return Status::Corruption("Failed to create parquet record reader for column {}: {}", + name, e.what()); + } catch (const std::exception& e) { + return Status::InternalError("Failed to create parquet record reader for column {}: {}", + name, e.what()); + } + } + if (_record_readers[leaf_column_id] == nullptr) { + return Status::Corruption("Failed to create parquet record reader for column {}", name); + } + *reader = _record_readers[leaf_column_id]; + return Status::OK(); +} + +Status ParquetColumnReaderFactory::create_struct_column_reader( + const ParquetColumnSchema& column_schema, const format::LocalColumnIndex* projection, + std::unique_ptr* reader) const { + if (reader == nullptr) { + return Status::InvalidArgument("reader is null"); + } + std::vector> child_readers; + child_readers.reserve(column_schema.children.size()); + std::vector child_output_indices; + child_output_indices.reserve(column_schema.children.size()); + DataTypes projected_child_types; + Strings projected_child_names; + for (size_t child_idx = 0; child_idx < column_schema.children.size(); ++child_idx) { + const auto& child_schema = column_schema.children[child_idx]; + const auto* child_projection = + format::find_child_projection(projection, child_schema->local_id); + if (!format::is_child_projected(projection, child_schema->local_id)) { + continue; + } + std::unique_ptr child_reader; + RETURN_IF_ERROR(create_column_reader(*child_schema, child_projection, true, &child_reader)); + child_output_indices.push_back(static_cast(projected_child_types.size())); + projected_child_types.push_back(make_nullable(child_reader->type())); + projected_child_names.push_back(child_reader->name()); + child_readers.push_back(std::move(child_reader)); + } + if (format::is_partial_projection(projection) && + projected_child_types.size() != projection->children.size()) { + return Status::InvalidArgument( + "Parquet STRUCT projection for column {} contains invalid child", + column_schema.name); + } + if (projected_child_types.empty() && !column_schema.children.empty()) { + return Status::NotSupported("Parquet STRUCT projection for column {} contains no children", + column_schema.name); + } + DataTypePtr type = column_schema.type; + if (format::is_partial_projection(projection)) { + type = std::make_shared(projected_child_types, projected_child_names); + if (column_schema.type != nullptr && column_schema.type->is_nullable()) { + type = make_nullable(type); + } + } + *reader = std::make_unique( + column_schema, std::move(type), std::move(child_readers), + std::move(child_output_indices), _column_reader_profile); + return Status::OK(); +} + +Status ParquetColumnReaderFactory::create_list_column_reader( + const ParquetColumnSchema& column_schema, const format::LocalColumnIndex* projection, + std::unique_ptr* reader) const { + if (reader == nullptr) { + return Status::InvalidArgument("reader is null"); + } + if (column_schema.children.size() != 1) { + return Status::NotSupported("Unsupported parquet LIST layout for column {}", + column_schema.name); + } + std::unique_ptr element_reader; + const auto& element_schema = *column_schema.children[0]; + const auto* element_projection = + format::find_child_projection(projection, element_schema.local_id); + if (format::is_partial_projection(projection) && element_projection == nullptr) { + return Status::NotSupported("Parquet LIST projection for column {} contains no element", + column_schema.name); + } + RETURN_IF_ERROR( + create_column_reader(element_schema, element_projection, true, &element_reader)); + DataTypePtr type = column_schema.type; + if (format::is_partial_projection(element_projection)) { + type = std::make_shared(element_reader->type()); + if (column_schema.type != nullptr && column_schema.type->is_nullable()) { + type = make_nullable(type); + } + } + *reader = std::make_unique(column_schema, std::move(type), + std::move(element_reader), _column_reader_profile); + return Status::OK(); +} + +Status ParquetColumnReaderFactory::create_map_column_reader( + const ParquetColumnSchema& column_schema, const format::LocalColumnIndex* projection, + std::unique_ptr* reader) const { + if (reader == nullptr) { + return Status::InvalidArgument("reader is null"); + } + if (column_schema.children.size() != 2) { + return Status::NotSupported("Unsupported parquet MAP layout for column {}", + column_schema.name); + } + const auto& key_schema = *column_schema.children[0]; + const auto& value_schema = *column_schema.children[1]; + const auto* value_projection = format::find_child_projection(projection, value_schema.local_id); + if (format::is_partial_projection(projection)) { + if (value_projection == nullptr) { + return Status::NotSupported("Parquet MAP projection for column {} contains no value", + column_schema.name); + } + for (const auto& child_projection : projection->children) { + if (child_projection.local_id() == key_schema.local_id) { + continue; + } + if (child_projection.local_id() != value_schema.local_id) { + return Status::InvalidArgument( + "Parquet MAP projection for column {} contains invalid child", + column_schema.name); + } + } + } + std::unique_ptr key_reader; + // MAP materialization always needs the full key stream. It owns entry existence, offsets and + // key equality semantics, so MAP projection is defined only as value-subtree pruning. + RETURN_IF_ERROR(create_column_reader(key_schema, nullptr, true, &key_reader)); + std::unique_ptr value_reader; + RETURN_IF_ERROR(create_column_reader(value_schema, value_projection, true, &value_reader)); + DataTypePtr type = column_schema.type; + if (format::is_partial_projection(value_projection)) { + type = std::make_shared(make_nullable(key_reader->type()), + make_nullable(value_reader->type())); + if (column_schema.type != nullptr && column_schema.type->is_nullable()) { + type = make_nullable(type); + } + } + *reader = + std::make_unique(column_schema, std::move(type), std::move(key_reader), + std::move(value_reader), _column_reader_profile); + return Status::OK(); +} + +Status ParquetColumnReaderFactory::create(const ParquetColumnSchema& column_schema, + const format::LocalColumnIndex* projection, + std::unique_ptr* reader) const { + return create_column_reader(column_schema, projection, false, reader); +} + +Status ParquetColumnReaderFactory::create_column_reader( + const ParquetColumnSchema& column_schema, const format::LocalColumnIndex* projection, + bool is_nested, std::unique_ptr* reader) const { + if (reader == nullptr) { + return Status::InvalidArgument("reader is null"); + } + switch (column_schema.kind) { + case ParquetColumnSchemaKind::PRIMITIVE: + if (is_nested) { + if (format::is_partial_projection(projection)) { + return Status::InvalidArgument("Parquet scalar projection is invalid for column {}", + column_schema.name); + } + return create_scalar_column_reader(column_schema, true, reader); + } + return create_scalar_column_reader(column_schema, false, reader); + case ParquetColumnSchemaKind::STRUCT: + return create_struct_column_reader(column_schema, projection, reader); + case ParquetColumnSchemaKind::LIST: + return create_list_column_reader(column_schema, projection, reader); + case ParquetColumnSchemaKind::MAP: + return create_map_column_reader(column_schema, projection, reader); + } + return Status::NotSupported("Unsupported parquet column schema kind for column {}", + column_schema.name); +} + +ParquetColumnReader::ParquetColumnReader(const ParquetColumnSchema& schema, const DataTypePtr type, + ParquetColumnReaderProfile profile) + : _profile(profile), + _field_id(schema.local_id), + _leaf_column_id(schema.leaf_column_id), + _nullable_definition_level(schema.nullable_definition_level), + _repeated_repetition_level(schema.repeated_repetition_level), + _definition_level(schema.definition_level), + _repetition_level(schema.repetition_level), + _repeated_ancestor_definition_level(schema.repeated_ancestor_definition_level), + _type(std::move(type)), + _name(schema.name) {} + +Status ParquetColumnReader::load_nested_batch(int64_t) { + return Status::NotSupported("Parquet nested batch load is not supported for column {}", _name); +} + +Status ParquetColumnReader::build_nested_column(int64_t, MutableColumnPtr&, int64_t*) { + return Status::NotSupported("Parquet nested column build is not supported for column {}", + _name); +} + +Status ParquetColumnReader::skip_nested_column(int64_t rows) { + auto scratch_column = _type->create_column(); + int64_t values_read = 0; + RETURN_IF_ERROR(build_nested_column(rows, scratch_column, &values_read)); + if (values_read != rows) { + return Status::Corruption("Failed to skip nested parquet column {}: skipped {} of {} rows", + _name, values_read, rows); + } + return Status::OK(); +} + +const std::vector& ParquetColumnReader::nested_definition_levels() const { + static const std::vector empty; + return empty; +} + +const std::vector& ParquetColumnReader::nested_repetition_levels() const { + static const std::vector empty; + return empty; +} + +int64_t ParquetColumnReader::nested_levels_written() const { + return 0; +} + +bool ParquetColumnReader::is_or_has_repeated_child() const { + return _repetition_level > 0; +} + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/reader/column_reader.h b/be/src/format_v2/parquet/reader/column_reader.h new file mode 100644 index 00000000000000..9253dcaf0b8b44 --- /dev/null +++ b/be/src/format_v2/parquet/reader/column_reader.h @@ -0,0 +1,265 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include +#include +#include +#include + +#include "common/status.h" +#include "core/column/column_nullable.h" +#include "core/data_type/data_type.h" +#include "format_v2/column_data.h" +#include "format_v2/parquet/parquet_profile.h" +#include "format_v2/parquet/parquet_type.h" +#include "format_v2/parquet/selection_vector.h" +#include "runtime/runtime_profile.h" + +namespace parquet { +class ColumnDescriptor; +class RowGroupReader; + +namespace internal { +class RecordReader; +} // namespace internal +} // namespace parquet + +namespace cctz { +class time_zone; +} // namespace cctz + +namespace doris { +class IColumn; +} // namespace doris + +namespace doris::format::parquet { +struct ParquetColumnSchema; + +// Doris 的 Parquet column reader 抽象基类。 +// +// 该类包装 Arrow Parquet RecordReader，负责将 file-local Parquet leaf column 读取成 +// Doris-owned column。它不理解 Iceberg/global schema，也不处理 table-level +// cast/default/generated/partition 语义。 +// +// 对外提供两组接口： +// +// ① 平铺读取路径（top-level primitive / 复杂类型的整体读取）： +// read() — 从当前位置全量读取 rows 行 +// skip() — row-level 跳过 +// select() — 按 SelectionVector 部分读取（late materialization 的关键） +// +// ② 嵌套读取协议（LIST/MAP/STRUCT 内部的父子协作）： +// load_nested_batch() — 加载一批 def/rep levels + values +// build_nested_column() — 从 levels 重建嵌套结构并填充值 +// skip_nested_column() — 跳过一批嵌套数据 +// 这个两步协议将 level 解码与值物化分离，让复杂 reader 可以先确定容器结构再按需填充值。 +class ParquetColumnReader { +public: + virtual ~ParquetColumnReader() = default; + + // ========== 标识字段 ========== + + // Reader 在 file_schema 树中的 id。 + // 顶层 reader 返回 root column ordinal，嵌套 reader 返回父节点下的 child ordinal。 + virtual int file_column_id() const { return _field_id; } + + // 该 reader 对应的 Parquet 物理 leaf column id。 + // 用于访问 ColumnDescriptor、RecordReader、ColumnChunk metadata 和 statistics。 + // 例如 MAP：顶层 MAP 节点的 parquet_leaf_column_id == file_column_id， + // 但其子节点 a.key 的 parquet_leaf_column_id == 0（key 列在文件中的物理序号）。 + virtual int parquet_leaf_column_id() const { return _leaf_column_id; } + + // ========== Level 字段 ========== + // 使本节点自身变为 nullable 的 definition level 阈值。 + // 复杂 reader 用此值区分"我的值是 NULL"和"我有值但内容为空"。 + int16_t nullable_definition_level() const { return _nullable_definition_level; } + // 最近 repeated 祖先的 repetition level。 + // LIST/MAP reader 用此值从孩子 rep level 流中判断"新元素开始"。 + int16_t repeated_repetition_level() const { return _repeated_repetition_level; } + + virtual const DataTypePtr& type() const { return _type; } + virtual const std::string& name() const { return _name; } + const ParquetColumnReaderProfile& profile() const { return _profile; } + + // ========== ① 平铺读取接口 ========== + + // 全量读取：从当前位置读 rows 行，写入 column。 + virtual Status read(int64_t rows, MutableColumnPtr& column, int64_t* rows_read) = 0; + + // 跳过 rows 行。必须使用 row-level skip（推进游标），不能退化为 value-level skip。 + virtual Status skip(int64_t rows); + + // 部分读取：跳过 batch 内未选中的行，只输出 SelectionVector 中标记的行。 + // 用于 late materialization —— predicate 列全量读，non-predicate 列按 selection 读。 + // 该方法只允许 skip + read 推进游标，不允许退化为整批 read + filter。 + virtual Status select(const SelectionVector& sel, uint16_t selected_rows, int64_t batch_rows, + MutableColumnPtr& column); + + // ========== ② 嵌套读取协议 ========== + // 复杂 reader（LIST/MAP/STRUCT）通过这个两步协议与子 reader 协作。 + + // 第一步：加载一批嵌套数据。递归调用子 reader，最终到达 leaf reader 的 + // ParquetLeafReader::read_nested_batch()，返回 def/rep levels + values。 + virtual Status load_nested_batch(int64_t rows); + + // 第二步：从已加载的 levels 重建嵌套结构（offsets + null_map）并填充值。 + // length_upper_bound 是预估值，用于提前 reserve 空间。 + virtual Status build_nested_column(int64_t length_upper_bound, MutableColumnPtr& column, + int64_t* values_read); + + // 跳过 rows 行嵌套数据。递归调用子 reader 的 skip_nested_column。 + virtual Status skip_nested_column(int64_t rows); + + // 返回已加载的嵌套 definition/repetition levels（由子 reader 或自身填充）。 + virtual const std::vector& nested_definition_levels() const; + virtual const std::vector& nested_repetition_levels() const; + virtual int64_t nested_levels_written() const; + // 该 reader 自身或其子树中是否包含 repeated 子节点。 + virtual bool is_or_has_repeated_child() const; + + // ========== 嵌套构建游标 ========== + // 复杂 reader 在 build_nested_column 时分多轮调用子 reader，游标跟踪当前处理到的 + // def/rep level 数组位置，避免重复处理同一批 level。 + int64_t nested_build_level_cursor() const { return _nested_build_level_cursor; } + void set_nested_build_level_cursor(int64_t cursor) { + DORIS_CHECK(cursor >= 0); + _nested_build_level_cursor = cursor; + } + void reset_nested_build_level_cursor() { _nested_build_level_cursor = 0; } + +protected: + ParquetColumnReader(const ParquetColumnSchema& schema, const DataTypePtr type, + ParquetColumnReaderProfile profile = {}); + ParquetColumnReader() = default; + void update_reader_read_rows(int64_t rows) const; + void update_reader_skip_rows(int64_t rows) const; + + ParquetColumnReaderProfile _profile; + const int _field_id = -1; // 在父节点中的 child ordinal + const int _leaf_column_id = -1; // Parquet 物理 leaf column id (-1 = 非叶子) + const int16_t _nullable_definition_level = 0; // 本节点 nullable 的 def level 阈值 + const int16_t _repeated_repetition_level = 0; // 最近 repeated 祖先的 rep level + const int16_t _definition_level = 0; // 累计到本节点的 def level + const int16_t _repetition_level = 0; // 累计到本节点的 rep level + const int16_t _repeated_ancestor_definition_level = 0; // 最近 repeated 祖先的 def level + const DataTypePtr _type; // Doris 目标类型 + const std::string _name; // 列名（用于报错信息） + int64_t _nested_build_level_cursor = 0; // 嵌套构建游标（当前处理到的 level 位置） +}; + +// 为一个 Parquet RowGroup 创建 Doris Column Reader 的工厂。 +// +// 工厂持有 RowGroup 级别的共享状态： +// - Arrow RecordReader 实例（按 leaf_column_id 缓存，同一物理列可能被多个 reader 共享） +// - Page skip plans 和 page skip profile（page index 裁剪结果） +// - 标量物化选项：timezone、strict mode 等 +// +// 外部调用方只请求顶层列或虚拟扫描列，嵌套子列的递归构造保持私有， +// ParquetScanScheduler 和 ParquetReader 不感知物理 schema 细节。 +// +// Projection 支持：当只需要复杂类型的部分子列时（如 MAP 只读 value）， +// factory 通过 LocalColumnIndex 参数传递 projection 路径， +// 只为被 projected 的子列创建 reader，跳过不需要的部分。 +class ParquetColumnReaderFactory { +public: + ParquetColumnReaderFactory(std::shared_ptr<::parquet::RowGroupReader> row_group, + int num_leaf_columns, + const std::map* page_skip_plans = nullptr, + ParquetPageSkipProfile page_skip_profile = {}, + const cctz::time_zone* timezone = nullptr, + bool enable_strict_mode = false, + ParquetColumnReaderProfile column_reader_profile = {}); + + // 为顶层列 schema 创建 reader。projection 可选，为 nullptr 时读取全部子列， + // 非 nullptr 时只读取被 projected 的子树部分。 + Status create(const ParquetColumnSchema& column_schema, + const format::LocalColumnIndex* projection, + std::unique_ptr* reader) const; + + // 便捷重载：projection = nullptr（读取全部子列）。 + Status create(const ParquetColumnSchema& column_schema, + std::unique_ptr* reader) const { + return create(column_schema, nullptr, reader); + } + + // 创建虚拟列 reader：生成行位置序号。 + std::unique_ptr create_row_position_column_reader( + int64_t row_group_first_row) const; + // 创建虚拟列 reader：生成全局唯一 RowId。 + std::unique_ptr create_global_rowid_column_reader( + const format::GlobalRowIdContext& context, int64_t row_group_first_row) const; + +private: + // 创建基本类型叶子的 reader。 + // is_nested=true 表示该叶子在复杂类型内部，允许携带 def/rep levels。 + // is_nested=false 表示顶层平铺列，需要做额外的 flat layout 校验。 + Status create_scalar_column_reader(const ParquetColumnSchema& column_schema, bool is_nested, + std::unique_ptr* reader) const; + + // 创建 STRUCT reader。递归为 projected 子列创建 reader。 + // 部分 projection 时重建 DataTypeStruct，使物化结果只包含被 projected 的子字段。 + Status create_struct_column_reader(const ParquetColumnSchema& column_schema, + const format::LocalColumnIndex* projection, + std::unique_ptr* reader) const; + + // 创建 LIST reader，持有单个 element reader。 + // element 被部分 projection 时，重建 DataTypeArray 使用 projected 的 element type。 + Status create_list_column_reader(const ParquetColumnSchema& column_schema, + const format::LocalColumnIndex* projection, + std::unique_ptr* reader) const; + + // 创建 MAP reader，持有 key reader + value reader。 + // Schema 构建时已折叠 key_value/entry wrapper，children 直接是 [key, value]。 + // 部分 MAP projection 仅对 value 子树做裁剪。key 流始终完整读取， + // 因为它拥有 entry 的存在性、offsets 和 key equality 语义。 + Status create_map_column_reader(const ParquetColumnSchema& column_schema, + const format::LocalColumnIndex* projection, + std::unique_ptr* reader) const; + + // 私有递归分发器。根据 ParquetColumnSchema::kind 路由到对应的 create_* 方法。 + // is_nested 为 true 表示该节点属于复杂 reader 的子节点，控制 primitive leaf 的校验逻辑； + // 复杂 reader 总是从规范化的 ParquetColumnSchema 子树创建。 + Status create_column_reader(const ParquetColumnSchema& column_schema, + const format::LocalColumnIndex* projection, bool is_nested, + std::unique_ptr* reader) const; + + // 惰性创建并缓存 Arrow RecordReader（按 leaf_column_id 索引）。 + // 多个 Doris reader 可能通过不同嵌套路径共享同一个物理列的数据流， + // 因此 RecordReader 的生命周期绑定到 RowGroup 工厂。 + Status get_record_reader(int leaf_column_id, const ::parquet::ColumnDescriptor* descriptor, + const std::string& name, bool install_page_filter, + std::shared_ptr<::parquet::internal::RecordReader>* reader) const; + + // 在 schema 校验和 RecordReader 查找完成后，最终构造 ScalarColumnReader。 + Status make_scalar_column_reader( + const ParquetColumnSchema& column_schema, + std::shared_ptr<::parquet::internal::RecordReader> record_reader, + bool use_page_skip_plan, std::unique_ptr* reader) const; + + std::shared_ptr<::parquet::RowGroupReader> _row_group; // Arrow RowGroup 读取器 + mutable std::vector> + _record_readers; // RecordReader 缓存(按 leaf_column_id) + const std::map* _page_skip_plans = nullptr; // page index 裁剪结果 + ParquetPageSkipProfile _page_skip_profile; // page skip profile + const cctz::time_zone* _timezone = nullptr; // 时区 + bool _enable_strict_mode = false; // 严格模式 + ParquetColumnReaderProfile _column_reader_profile; // column reader profile +}; +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/reader/global_rowid_column_reader.cpp b/be/src/format_v2/parquet/reader/global_rowid_column_reader.cpp new file mode 100644 index 00000000000000..ae391615f4a8e9 --- /dev/null +++ b/be/src/format_v2/parquet/reader/global_rowid_column_reader.cpp @@ -0,0 +1,87 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/parquet/reader/global_rowid_column_reader.h" + +#include + +#include "common/cast_set.h" +#include "common/consts.h" +#include "core/assert_cast.h" +#include "core/column/column_string.h" +#include "core/data_type/data_type_string.h" +#include "format_v2/parquet/parquet_column_schema.h" +#include "storage/utils.h" + +namespace doris::format::parquet { + +GlobalRowIdColumnReader::GlobalRowIdColumnReader(format::GlobalRowIdContext context, + int64_t row_group_first_row, + ParquetColumnReaderProfile profile) + : ParquetColumnReader(ParquetColumnSchema {.name = BeConsts::GLOBAL_ROWID_COL}, + std::make_shared(), profile), + _context(context), + _row_group_first_row(row_group_first_row) {} + +int GlobalRowIdColumnReader::file_column_id() const { + return format::GLOBAL_ROWID_COLUMN_ID; +} + +int GlobalRowIdColumnReader::parquet_leaf_column_id() const { + return -1; +} + +const DataTypePtr& GlobalRowIdColumnReader::type() const { + return _type; +} + +const std::string& GlobalRowIdColumnReader::name() const { + return _name; +} + +Status GlobalRowIdColumnReader::read(int64_t rows, MutableColumnPtr& column, int64_t* rows_read) { + if (column.get() == nullptr || rows_read == nullptr) { + return Status::InvalidArgument("Invalid parquet global rowid read result pointer"); + } + if (rows < 0) { + return Status::InvalidArgument("Invalid parquet global rowid read rows {}", rows); + } + for (int64_t row = 0; row < rows; ++row) { + append_row_id(cast_set(_row_group_first_row + _next_row_position + row), column); + } + _next_row_position += rows; + *rows_read = rows; + return Status::OK(); +} + +Status GlobalRowIdColumnReader::skip(int64_t rows) { + if (rows <= 0) { + return Status::OK(); + } + _next_row_position += rows; + return Status::OK(); +} + +void GlobalRowIdColumnReader::append_row_id(uint32_t row_id, MutableColumnPtr& column) const { + // 编码为 17-byte GlobalRowLoacationV2: version(1) + backend_id(8) + file_id(4) + row_id(4) + auto* string_column = assert_cast(column.get()); + GlobalRowLoacationV2 location(_context.version, _context.backend_id, _context.file_id, row_id); + string_column->insert_data(reinterpret_cast(&location), + sizeof(GlobalRowLoacationV2)); +} + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/reader/global_rowid_column_reader.h b/be/src/format_v2/parquet/reader/global_rowid_column_reader.h new file mode 100644 index 00000000000000..0b37fa9b56052c --- /dev/null +++ b/be/src/format_v2/parquet/reader/global_rowid_column_reader.h @@ -0,0 +1,58 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include + +#include "format_v2/column_data.h" +#include "format_v2/parquet/reader/column_reader.h" + +namespace doris::format::parquet { + +// 虚拟列 reader：生成行的全局唯一 RowId。 +// +// 不对应任何 Parquet 物理列，不持有 RecordReader。 +// RowId 编码格式：， +// 共 17 bytes，以 String 类型输出。 +// +// row_id = _row_group_first_row + _next_row_position，随 read() 递增。 +// 用于 TopN filter 等需要跨文件唯一定位行的场景。 +class GlobalRowIdColumnReader final : public ParquetColumnReader { +public: + GlobalRowIdColumnReader(format::GlobalRowIdContext context, int64_t row_group_first_row, + ParquetColumnReaderProfile profile = {}); + + int file_column_id() const override; + int parquet_leaf_column_id() const override; + const DataTypePtr& type() const override; + const std::string& name() const override; + + Status read(int64_t rows, MutableColumnPtr& column, int64_t* rows_read) override; + Status skip(int64_t rows) override; + +private: + // 将单个 row_id 编码为 17-byte RowId 字符串并追加到 column。 + void append_row_id(uint32_t row_id, MutableColumnPtr& column) const; + + format::GlobalRowIdContext _context; // RowId 前缀（version + backend_id + file_id） + int64_t _row_group_first_row = 0; // 当前 RG 在文件中的起始行号 + int64_t _next_row_position = 0; // 下一个待输出的行位置 +}; + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/reader/list_column_reader.cpp b/be/src/format_v2/parquet/reader/list_column_reader.cpp new file mode 100644 index 00000000000000..f53de93e813b85 --- /dev/null +++ b/be/src/format_v2/parquet/reader/list_column_reader.cpp @@ -0,0 +1,178 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/parquet/reader/list_column_reader.h" + +#include +#include +#include + +#include "core/assert_cast.h" +#include "core/column/column_nullable.h" +#include "core/data_type/data_type_array.h" +#include "core/data_type/data_type_nullable.h" +#include "format_v2/parquet/reader/nested_column_materializer.h" + +namespace doris::format::parquet { +namespace { + +void remove_nullable_wrapper_if_not_expected(const DataTypePtr& output_type, + MutableColumnPtr* column) { + DORIS_CHECK(column != nullptr); + if (output_type->is_nullable()) { + return; + } + if (auto* nullable_column = check_and_get_column(**column)) { + *column = nullable_column->get_nested_column_ptr(); + } +} + +} // namespace + +Status ListColumnReader::read(int64_t rows, MutableColumnPtr& column, int64_t* rows_read) { + RETURN_IF_ERROR(load_nested_batch(rows)); + return build_nested_column(rows, column, rows_read); +} + +Status ListColumnReader::skip(int64_t rows) { + if (rows <= 0) { + return Status::OK(); + } + auto scratch_column = _type->create_column(); + RETURN_IF_ERROR(load_nested_batch(rows)); + int64_t rows_read = 0; + RETURN_IF_ERROR(build_nested_column(rows, scratch_column, &rows_read)); + if (rows_read != rows) { + return Status::Corruption("Failed to skip parquet LIST column {}: skipped {} of {} rows", + _name, rows_read, rows); + } + update_reader_skip_rows(rows); + return Status::OK(); +} + +Status ListColumnReader::load_nested_batch(int64_t rows) { + DORIS_CHECK(_element_reader != nullptr); + reset_nested_build_level_cursor(); + return _element_reader->load_nested_batch(rows); +} + +// LIST 的嵌套构建核心逻辑： +// +// 从 element reader 的 def/rep levels 重建 ColumnArray： +// +// 1. 遍历 def/rep levels，解析每个顶层行： +// - rep_level == _repetition_level → 继续当前 element（entry_count++） +// - rep_level < _repetition_level → 新顶层行开始 +// - def_level < _definition_level-1 → 该 LIST 本身为 NULL +// - def_level >= _definition_level → entry 非空（至少 1 个元素） +// 2. 委托 element reader 的 build_nested_column() 填充所有元素值 +// 3. append_offsets() + append_parent_nulls() 写入 ColumnArray 结构 +Status ListColumnReader::build_nested_column(int64_t length_upper_bound, MutableColumnPtr& column, + int64_t* values_read) { + if (column.get() == nullptr || values_read == nullptr) { + return Status::InvalidArgument("Invalid parquet list build result pointer for column {}", + _name); + } + DORIS_CHECK(_element_reader != nullptr); + auto* array_column = array_column_from_output(column); + DORIS_CHECK(array_column != nullptr); + auto* parent_null_map = null_map_from_nullable_output(column); + auto nested_column = array_column->get_data_ptr()->assert_mutable(); + const auto& element_output_type = + assert_cast(*remove_nullable(_type)).get_nested_type(); + remove_nullable_wrapper_if_not_expected(element_output_type, &nested_column); + + const auto& def_levels = _element_reader->nested_definition_levels(); + const auto& rep_levels = _element_reader->nested_repetition_levels(); + const int64_t levels_written = _element_reader->nested_levels_written(); + std::vector entry_counts; + NullMap parent_nulls; + *values_read = 0; + int64_t level_idx = nested_build_level_cursor(); + const int16_t min_parent_definition_level = + static_cast(_definition_level - 1 - (_type->is_nullable() ? 1 : 0)); + while (level_idx < levels_written) { + const int16_t def_level = def_levels[level_idx]; + const int16_t rep_level = rep_levels[level_idx]; + const bool starts_parent = rep_level < _repetition_level; + if (starts_parent && *values_read >= length_upper_bound) { + break; + } + ++level_idx; + if (rep_level > _repetition_level || def_level < min_parent_definition_level || + (!starts_parent && def_level < _repeated_ancestor_definition_level)) { + continue; + } + if (rep_level == _repetition_level) { + if (entry_counts.empty()) { + return Status::Corruption("Invalid repeated level for parquet LIST column {}", + _name); + } + if (def_level >= _definition_level) { + ++entry_counts.back(); + } + continue; + } + + const bool parent_is_null = def_level < _definition_level - 1; + if (parent_is_null && parent_null_map == nullptr) { + return Status::Corruption("Parquet LIST column {} contains null for non-nullable LIST", + _name); + } + parent_nulls.push_back(parent_is_null); + entry_counts.push_back(def_level >= _definition_level ? 1 : 0); + ++*values_read; + } + set_nested_build_level_cursor(level_idx); + + int64_t child_value_count = 0; + uint64_t total_entries = 0; + for (const auto entry_count : entry_counts) { + total_entries += entry_count; + } + RETURN_IF_ERROR(_element_reader->build_nested_column(static_cast(total_entries), + nested_column, &child_value_count)); + if (child_value_count != static_cast(total_entries)) { + return Status::Corruption("Parquet LIST column {} built {} child values, expected {}", + _name, child_value_count, total_entries); + } + array_column->get_data_ptr() = std::move(nested_column); + append_offsets(array_column->get_offsets(), entry_counts); + append_parent_nulls(parent_null_map, parent_nulls); + return Status::OK(); +} + +const std::vector& ListColumnReader::nested_definition_levels() const { + DORIS_CHECK(_element_reader != nullptr); + return _element_reader->nested_definition_levels(); +} + +const std::vector& ListColumnReader::nested_repetition_levels() const { + DORIS_CHECK(_element_reader != nullptr); + return _element_reader->nested_repetition_levels(); +} + +int64_t ListColumnReader::nested_levels_written() const { + DORIS_CHECK(_element_reader != nullptr); + return _element_reader->nested_levels_written(); +} + +bool ListColumnReader::is_or_has_repeated_child() const { + return true; +} + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/reader/list_column_reader.h b/be/src/format_v2/parquet/reader/list_column_reader.h new file mode 100644 index 00000000000000..d91ffd2706e327 --- /dev/null +++ b/be/src/format_v2/parquet/reader/list_column_reader.h @@ -0,0 +1,67 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include +#include +#include + +#include "format_v2/parquet/parquet_column_schema.h" +#include "format_v2/parquet/reader/column_reader.h" + +namespace doris::format::parquet { + +// LIST（数组）列的读取器，持有单个 element reader。 +// +// 实现策略： +// LIST 的物理 rep/def level 流由 element reader 提供。ListColumnReader 消费这些 +// levels 来重建 ColumnArray 的 offsets 和 null_map，然后将实际值委托给 element reader。 +// +// 嵌套协议流程： +// 1. load_nested_batch() → element reader 加载 def/rep levels +// 2. build_nested_column() → 从 rep levels 计算每行的 entry_count， +// 通过 append_offsets() 写入 ColumnArray offsets， +// 从 def levels 判断 LIST 本身是否为 NULL， +// 然后委托 element reader 的 build_nested_column() 填充值。 +// +// 平铺 read() 也走同样的逻辑，只是入口不同。 +class ListColumnReader final : public ParquetColumnReader { +public: + ListColumnReader(const ParquetColumnSchema& schema, DataTypePtr type, + std::unique_ptr element_reader, + ParquetColumnReaderProfile profile = {}) + : ParquetColumnReader(schema, type, profile), + _element_reader(std::move(element_reader)) {} + + Status read(int64_t rows, MutableColumnPtr& column, int64_t* rows_read) override; + Status skip(int64_t rows) override; + Status load_nested_batch(int64_t rows) override; + Status build_nested_column(int64_t length_upper_bound, MutableColumnPtr& column, + int64_t* values_read) override; + const std::vector& nested_definition_levels() const override; + const std::vector& nested_repetition_levels() const override; + int64_t nested_levels_written() const override; + bool is_or_has_repeated_child() const override; + +private: + std::unique_ptr + _element_reader; // 元素 reader（递归，可能为 Scalar/Struct/List/Map） +}; + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/reader/map_column_reader.cpp b/be/src/format_v2/parquet/reader/map_column_reader.cpp new file mode 100644 index 00000000000000..defe317afa96eb --- /dev/null +++ b/be/src/format_v2/parquet/reader/map_column_reader.cpp @@ -0,0 +1,244 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/parquet/reader/map_column_reader.h" + +#include +#include +#include +#include + +#include "core/assert_cast.h" +#include "core/column/column_nullable.h" +#include "core/data_type/data_type_map.h" +#include "core/data_type/data_type_nullable.h" +#include "format_v2/parquet/reader/nested_column_materializer.h" +#include "format_v2/parquet/reader/scalar_column_reader.h" + +namespace doris::format::parquet { +namespace { + +void remove_nullable_wrapper_if_not_expected(const DataTypePtr& output_type, + MutableColumnPtr* column) { + DORIS_CHECK(column != nullptr); + if (output_type->is_nullable()) { + return; + } + if (auto* nullable_column = check_and_get_column(**column)) { + *column = nullable_column->get_nested_column_ptr(); + } +} + +} // namespace + +Status MapColumnReader::read(int64_t rows, MutableColumnPtr& column, int64_t* rows_read) { + RETURN_IF_ERROR(load_nested_batch(rows)); + return build_nested_column(rows, column, rows_read); +} + +Status MapColumnReader::skip(int64_t rows) { + if (rows <= 0) { + return Status::OK(); + } + auto scratch_column = _type->create_column(); + RETURN_IF_ERROR(load_nested_batch(rows)); + int64_t rows_read = 0; + RETURN_IF_ERROR(build_nested_column(rows, scratch_column, &rows_read)); + if (rows_read != rows) { + return Status::Corruption("Failed to skip parquet MAP column {}: skipped {} of {} rows", + _name, rows_read, rows); + } + update_reader_skip_rows(rows); + return Status::OK(); +} + +Status MapColumnReader::load_nested_batch(int64_t rows) { + DORIS_CHECK(_key_reader != nullptr); + DORIS_CHECK(_value_reader != nullptr); + reset_nested_build_level_cursor(); + RETURN_IF_ERROR(_key_reader->load_nested_batch(rows)); + return _value_reader->load_nested_batch(rows); +} + +// MAP 的嵌套构建核心逻辑： +// +// 从 key reader 的 def/rep levels 重建 ColumnMap： +// +// 1. 遍历 key reader 的 def/rep levels，解析 entry 结构（同 LIST，key stream 提供 shape）。 +// 2. 委托 key reader 的 build_nested_column() 填充所有 key 值。 +// 3. key null 校验：检查 key 列中是否存在 NULL，有则报错（MAP key 不允许 NULL）。 +// 4. value 填充分两条路径： +// a. ScalarColumnReader 路径：value 与 key 在 level 流中一一对应（same rep level）， +// 通过 append_nested_value() 逐 entry 填充 value。 +// b. 复杂 value 路径（如 MAP>）：value 拥有自己的嵌套 shape， +// 直接 build_nested_column(total_entries) 递归填充。 +// 5. append_offsets() + append_parent_nulls() 写入 ColumnMap 结构。 +Status MapColumnReader::build_nested_column(int64_t length_upper_bound, MutableColumnPtr& column, + int64_t* values_read) { + if (column.get() == nullptr || values_read == nullptr) { + return Status::InvalidArgument("Invalid parquet map build result pointer for column {}", + _name); + } + DORIS_CHECK(_key_reader != nullptr); + DORIS_CHECK(_value_reader != nullptr); + auto* map_column = map_column_from_output(column); + DORIS_CHECK(map_column != nullptr); + auto* parent_null_map = null_map_from_nullable_output(column); + auto key_column = map_column->get_keys_ptr()->assert_mutable(); + auto value_column = map_column->get_values_ptr()->assert_mutable(); + const auto& map_output_type = assert_cast(*remove_nullable(_type)); + remove_nullable_wrapper_if_not_expected(map_output_type.get_key_type(), &key_column); + remove_nullable_wrapper_if_not_expected(map_output_type.get_value_type(), &value_column); + + const auto& def_levels = _key_reader->nested_definition_levels(); + const auto& rep_levels = _key_reader->nested_repetition_levels(); + const int64_t levels_written = _key_reader->nested_levels_written(); + + std::vector entry_counts; + std::vector map_level_indices; + NullMap parent_nulls; + *values_read = 0; + int64_t level_idx = nested_build_level_cursor(); + const int16_t min_parent_definition_level = + static_cast(_definition_level - 1 - (_type->is_nullable() ? 1 : 0)); + while (level_idx < levels_written) { + const int16_t def_level = def_levels[level_idx]; + const int16_t rep_level = rep_levels[level_idx]; + const bool starts_parent = rep_level < _repetition_level; + if (starts_parent && *values_read >= length_upper_bound) { + break; + } + const int64_t current_level_idx = level_idx; + ++level_idx; + if (rep_level > _repetition_level || def_level < min_parent_definition_level || + (!starts_parent && def_level < _repeated_ancestor_definition_level)) { + continue; + } + map_level_indices.push_back(current_level_idx); + if (rep_level == _repetition_level) { + if (entry_counts.empty()) { + return Status::Corruption("Invalid repeated level for parquet MAP column {}", + _name); + } + if (def_level >= _definition_level) { + ++entry_counts.back(); + } + continue; + } + + const bool parent_is_null = def_level < _definition_level - 1; + if (parent_is_null && parent_null_map == nullptr) { + return Status::Corruption("Parquet MAP column {} contains null for non-nullable MAP", + _name); + } + parent_nulls.push_back(parent_is_null); + entry_counts.push_back(def_level >= _definition_level ? 1 : 0); + ++*values_read; + } + set_nested_build_level_cursor(level_idx); + + uint64_t total_entries = 0; + for (const auto entry_count : entry_counts) { + total_entries += entry_count; + } + const size_t key_start = key_column->size(); + int64_t key_value_count = 0; + RETURN_IF_ERROR(_key_reader->build_nested_column(static_cast(total_entries), + key_column, &key_value_count)); + if (key_value_count != static_cast(total_entries)) { + return Status::Corruption("Parquet MAP column {} built {} keys, expected {}", _name, + key_value_count, total_entries); + } + if (const auto* nullable_key_column = check_and_get_column(*key_column); + nullable_key_column != nullptr && + nullable_key_column->has_null(key_start, nullable_key_column->size())) { + return Status::Corruption("Parquet MAP column {} contains null key", _name); + } + int64_t value_count = 0; + if (auto* scalar_value_reader = dynamic_cast(_value_reader.get())) { + const auto& value_def_levels = scalar_value_reader->nested_definition_levels(); + const auto& value_rep_levels = scalar_value_reader->nested_repetition_levels(); + const int64_t value_levels_written = scalar_value_reader->nested_levels_written(); + int64_t value_level_idx = scalar_value_reader->nested_build_level_cursor(); + for (const int64_t key_level_idx : map_level_indices) { + while (value_level_idx < value_levels_written && + (value_rep_levels[value_level_idx] > _repetition_level || + value_def_levels[value_level_idx] < min_parent_definition_level || + (value_rep_levels[value_level_idx] >= _repetition_level && + value_def_levels[value_level_idx] < _repeated_ancestor_definition_level))) { + ++value_level_idx; + } + if (value_level_idx >= value_levels_written) { + return Status::Corruption( + "Parquet MAP column {} value stream ended before key stream", _name); + } + // MAP is encoded as a repeated key/value struct. The key stream owns entry existence, + // but the value stream still has one shape slot for every consumed MAP slot. Consume + // value slots in lockstep with key slots so shape-only slots from empty/null maps do + // not become scalar values. + if (value_rep_levels[value_level_idx] != rep_levels[key_level_idx]) { + return Status::Corruption( + "Parquet MAP column {} value repetition level is not aligned with key " + "stream", + _name); + } + if (def_levels[key_level_idx] >= _definition_level) { + RETURN_IF_ERROR( + scalar_value_reader->append_nested_value(value_level_idx, value_column)); + ++value_count; + } + ++value_level_idx; + } + scalar_value_reader->set_nested_build_level_cursor(value_level_idx); + } else { + // Complex MAP values own their nested shape below the entry slot, so they can recursively + // materialize exactly one child value for each MAP entry. + RETURN_IF_ERROR(_value_reader->build_nested_column(static_cast(total_entries), + value_column, &value_count)); + } + if (value_count != static_cast(total_entries)) { + return Status::Corruption("Parquet MAP column {} built {} values, expected {}", _name, + value_count, total_entries); + } + + map_column->get_keys_ptr() = std::move(key_column); + map_column->get_values_ptr() = std::move(value_column); + append_offsets(map_column->get_offsets(), entry_counts); + append_parent_nulls(parent_null_map, parent_nulls); + return Status::OK(); +} + +const std::vector& MapColumnReader::nested_definition_levels() const { + DORIS_CHECK(_key_reader != nullptr); + return _key_reader->nested_definition_levels(); +} + +const std::vector& MapColumnReader::nested_repetition_levels() const { + DORIS_CHECK(_key_reader != nullptr); + return _key_reader->nested_repetition_levels(); +} + +int64_t MapColumnReader::nested_levels_written() const { + DORIS_CHECK(_key_reader != nullptr); + return _key_reader->nested_levels_written(); +} + +bool MapColumnReader::is_or_has_repeated_child() const { + return true; +} + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/reader/map_column_reader.h b/be/src/format_v2/parquet/reader/map_column_reader.h new file mode 100644 index 00000000000000..559cdc9c0c680a --- /dev/null +++ b/be/src/format_v2/parquet/reader/map_column_reader.h @@ -0,0 +1,73 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include +#include +#include + +#include "format_v2/parquet/parquet_column_schema.h" +#include "format_v2/parquet/reader/column_reader.h" + +namespace doris::format::parquet { + +// MAP 列的读取器，持有 key reader 和 value reader。 +// +// key reader 始终完整读取（不做 projection 裁剪），因为它拥有： +// - entry 的存在性：null key → entry 无效 +// - offsets 信息：从 key 的 rep levels 确定每个顶层行有多少个 entry +// - key 唯一性语义：重复 key 的行为由引擎层决定 +// +// 嵌套协议流程： +// 1. load_nested_batch() → 分别加载 key reader 和 value reader +// 2. build_nested_column() → +// a. 从 key reader 的 rep levels 计算 entry_counts → 设置 ColumnMap offsets +// b. 从 key reader 的 def levels 判断 MAP 本身和每个 entry 的 null 状态 +// c. 校验：key 为 NULL 的 entry 被标记为无效（兼容 Hive 的非标准 optional key） +// d. 委托 key reader 的 build_nested_column() 填充 keys +// e. 委托 value reader 的 build_nested_column() 填充 values +// +// MapColumnReader 是 ScalarColumnReader 的 friend，可以直接访问其内部方法 +// 来逐个读取 key value 做 entry 校验。 +class MapColumnReader final : public ParquetColumnReader { +public: + MapColumnReader(const ParquetColumnSchema& schema, DataTypePtr type, + std::unique_ptr key_reader, + std::unique_ptr value_reader, + ParquetColumnReaderProfile profile = {}) + : ParquetColumnReader(schema, type, profile), + _key_reader(std::move(key_reader)), + _value_reader(std::move(value_reader)) {} + + Status read(int64_t rows, MutableColumnPtr& column, int64_t* rows_read) override; + Status skip(int64_t rows) override; + Status load_nested_batch(int64_t rows) override; + Status build_nested_column(int64_t length_upper_bound, MutableColumnPtr& column, + int64_t* values_read) override; + const std::vector& nested_definition_levels() const override; + const std::vector& nested_repetition_levels() const override; + int64_t nested_levels_written() const override; + bool is_or_has_repeated_child() const override; + +private: + std::unique_ptr _key_reader; // key 列 reader（始终完整读取） + std::unique_ptr _value_reader; // value 列 reader（可按 projection 裁剪） +}; + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/reader/nested_column_materializer.cpp b/be/src/format_v2/parquet/reader/nested_column_materializer.cpp new file mode 100644 index 00000000000000..9ea14a75cdb0a5 --- /dev/null +++ b/be/src/format_v2/parquet/reader/nested_column_materializer.cpp @@ -0,0 +1,81 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/parquet/reader/nested_column_materializer.h" + +#include +#include + +#include "core/assert_cast.h" +#include "core/column/column_nullable.h" + +namespace doris::format::parquet { + +// Doris 顶层列总是 Nullable 包装的：ColumnNullable → ColumnArray/ColumnMap/ColumnStruct。 +// 这些函数封装了穿透 Nullable wrapper 的逻辑，让调用方可以直接拿到嵌套 column。 + +ColumnArray* array_column_from_output(MutableColumnPtr& column) { + // 穿透外层 ColumnNullable → 取内部 ColumnArray + if (auto* nullable_column = check_and_get_column(*column)) { + return assert_cast(&nullable_column->get_nested_column()); + } + // 非 nullable 路径（嵌套在 struct 内部时可能出现） + return assert_cast(column.get()); +} + +ColumnMap* map_column_from_output(MutableColumnPtr& column) { + if (auto* nullable_column = check_and_get_column(*column)) { + return assert_cast(&nullable_column->get_nested_column()); + } + return assert_cast(column.get()); +} + +ColumnStruct* struct_column_from_output(MutableColumnPtr& column) { + if (auto* nullable_column = check_and_get_column(*column)) { + return assert_cast(&nullable_column->get_nested_column()); + } + return assert_cast(column.get()); +} + +NullMap* null_map_from_nullable_output(MutableColumnPtr& column) { + // 只有被 ColumnNullable 包装时才存在 null_map + if (auto* nullable_column = check_and_get_column(*column)) { + return &nullable_column->get_null_map_data(); + } + // 嵌套在 required 父节点内部 → 没有独立的 null_map，父级负责标记 + return nullptr; +} + +void append_offsets(ColumnArray::Offsets64& offsets, const std::vector& entry_counts) { + // offsets 是累积值：offsets[i] = sum(entry_counts[0..i]) + // 最后一个 offset = 当前已累积的总元素数，用来作为下一次追加的起点 + offsets.reserve(offsets.size() + entry_counts.size()); + uint64_t current_offset = offsets.empty() ? 0 : offsets.back(); + for (const auto entry_count : entry_counts) { + current_offset += entry_count; + offsets.push_back(current_offset); + } +} + +void append_parent_nulls(NullMap* dst, const NullMap& src) { + if (dst == nullptr) { + return; // 目标列不是 nullable → 无需写入 null 标记 + } + dst->insert(src.begin(), src.end()); +} + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/reader/nested_column_materializer.h b/be/src/format_v2/parquet/reader/nested_column_materializer.h new file mode 100644 index 00000000000000..e95ce3e73d665f --- /dev/null +++ b/be/src/format_v2/parquet/reader/nested_column_materializer.h @@ -0,0 +1,65 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include + +#include "core/column/column.h" +#include "core/column/column_array.h" +#include "core/column/column_map.h" +#include "core/column/column_nullable.h" +#include "core/column/column_struct.h" + +namespace doris::format::parquet { + +// ============================================================================ +// Doris Column 嵌套类型访问辅助函数 +// +// 复杂 reader（StructColumnReader、ListColumnReader、MapColumnReader）通过 +// 这些函数从输出 Column 中获取嵌套部分的指针。 +// +// 背景：Doris 的顶层列总是 Nullable 包装的（ColumnNullable），嵌套列本身 +// （ColumnArray、ColumnMap、ColumnStruct）在 ColumnNullable 内部。这些函数 +// 封装了"穿透 Nullable wrapper → 获取嵌套 column"的逻辑。 +// ============================================================================ + +// 从输出列获取 ColumnArray* — 自动穿透外层的 ColumnNullable wrapper。 +ColumnArray* array_column_from_output(MutableColumnPtr& column); + +// 从输出列获取 ColumnMap* — 自动穿透外层的 ColumnNullable wrapper。 +ColumnMap* map_column_from_output(MutableColumnPtr& column); + +// 从输出列获取 ColumnStruct* — 自动穿透外层的 ColumnNullable wrapper。 +ColumnStruct* struct_column_from_output(MutableColumnPtr& column); + +// 从输出列获取 NullMap* — 自动穿透外层的 ColumnNullable wrapper。 +// 如果输出列不是 ColumnNullable（嵌套在非 nullable 的 struct 内部），返回 nullptr。 +NullMap* null_map_from_nullable_output(MutableColumnPtr& column); + +// 将 entry_counts 数组追加为 ColumnArray 的 offsets。 +// entry_counts[i] 表示第 i 个顶层行包含的元素数量， +// offsets[i] = offsets[i-1] + entry_counts[i]。 +// 例如 entry_counts = [3, 0, 2] → offsets = [3, 3, 5]。 +void append_offsets(ColumnArray::Offsets64& offsets, const std::vector& entry_counts); + +// 将 src 中的 null 标记追加到 dst 之后。 +// 用于 struct/literal null 嵌套场景：当父级为 NULL 时，其子列也需要对应行标记为 NULL。 +void append_parent_nulls(NullMap* dst, const NullMap& src); + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/reader/parquet_leaf_reader.cpp b/be/src/format_v2/parquet/reader/parquet_leaf_reader.cpp new file mode 100644 index 00000000000000..80e2f74d23d777 --- /dev/null +++ b/be/src/format_v2/parquet/reader/parquet_leaf_reader.cpp @@ -0,0 +1,716 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/parquet/reader/parquet_leaf_reader.h" + +#include +#include +#include +#include + +#include +#include +#include +#include +#include +#include +#include +#include +#include + +#include "core/data_type/data_type_nullable.h" +#include "core/data_type_serde/decoded_column_view.h" +#include "core/string_ref.h" +#include "runtime/runtime_profile.h" +#include "util/simd/bits.h" + +namespace doris::format::parquet { +namespace { + +// 将 ParquetTimeUnit 转换为 DataTypeSerde 层的 DecodedTimeUnit。 +DecodedTimeUnit decoded_time_unit(ParquetTimeUnit time_unit) { + switch (time_unit) { + case ParquetTimeUnit::MILLIS: + return DecodedTimeUnit::MILLIS; + case ParquetTimeUnit::MICROS: + return DecodedTimeUnit::MICROS; + case ParquetTimeUnit::NANOS: + return DecodedTimeUnit::NANOS; + case ParquetTimeUnit::UNKNOWN: + default: + return DecodedTimeUnit::UNKNOWN; + } +} + +// 返回指定 DecodedValueKind 的单个值的字节大小。 +// Binary/FIXED_BINARY 返回 error（它们不是固定宽度类型）。 +Status decoded_fixed_value_size(const std::string& column_name, DecodedValueKind value_kind, + size_t* value_size) { + switch (value_kind) { + case DecodedValueKind::BOOL: + *value_size = sizeof(bool); + return Status::OK(); + case DecodedValueKind::INT32: + *value_size = sizeof(int32_t); + return Status::OK(); + case DecodedValueKind::UINT32: + *value_size = sizeof(uint32_t); + return Status::OK(); + case DecodedValueKind::INT64: + *value_size = sizeof(int64_t); + return Status::OK(); + case DecodedValueKind::UINT64: + *value_size = sizeof(uint64_t); + return Status::OK(); + case DecodedValueKind::INT96: + *value_size = 12; + return Status::OK(); + case DecodedValueKind::FLOAT: + *value_size = sizeof(float); + return Status::OK(); + case DecodedValueKind::DOUBLE: + *value_size = sizeof(double); + return Status::OK(); + case DecodedValueKind::BINARY: + case DecodedValueKind::FIXED_BINARY: + return Status::InvalidArgument("Parquet binary value kind has no fixed value size for {}", + column_name); + } + return Status::InternalError("Unknown decoded value kind for column {}", column_name); +} + +// 从 BinaryRecordReader 获取 Arrow Array chunks。 +// GetBuilderChunks() 会将 Arrow 内部 builder 的所有权转移出来并 reset， +// 因此每个 batch 只能调用一次。 +Status get_binary_chunks(const std::string& column_name, + ::parquet::internal::RecordReader& record_reader, + std::vector>* chunks) { + auto* binary_reader = dynamic_cast<::parquet::internal::BinaryRecordReader*>(&record_reader); + if (binary_reader == nullptr) { + return Status::InternalError("Parquet binary record reader is not available for column {}", + column_name); + } + *chunks = binary_reader->GetBuilderChunks(); + return Status::OK(); +} + +// 将 Arrow BinaryArray / FixedSizeBinaryArray 的 chunks 转换为 Doris StringRef 向量。 +// +// read_dense_for_nullable 模式：Arrow 只输出了非 NULL 的紧凑值，本函数按 null_map +// 将它们展开为与 records_read 对齐的稀疏数组（NULL 行填 nullptr + 0）。 +// +// 非 dense 模式：直接按行一一对应转换。 +Status build_binary_values(const std::string& column_name, + const std::vector>& chunks, + int64_t records_read, const NullMap* null_map, + bool read_dense_for_nullable, std::vector* binary_values) { + std::vector compact_values; + auto* values = read_dense_for_nullable ? &compact_values : binary_values; + values->reserve(records_read); + for (const auto& chunk : chunks) { + if (chunk == nullptr) { + return Status::Corruption( + "Parquet binary record reader returned null chunk for column {}", column_name); + } + if (auto* binary_array = dynamic_cast<::arrow::BinaryArray*>(chunk.get())) { + for (int64_t row_idx = 0; row_idx < binary_array->length(); ++row_idx) { + if (binary_array->IsNull(row_idx)) { + values->emplace_back(static_cast(nullptr), 0); + continue; + } + int32_t length = 0; + const uint8_t* value = binary_array->GetValue(row_idx, &length); + values->emplace_back(reinterpret_cast(value), length); + } + } else if (auto* fixed_array = dynamic_cast<::arrow::FixedSizeBinaryArray*>(chunk.get())) { + for (int64_t row_idx = 0; row_idx < fixed_array->length(); ++row_idx) { + if (fixed_array->IsNull(row_idx)) { + values->emplace_back(static_cast(nullptr), 0); + continue; + } + values->emplace_back(reinterpret_cast(fixed_array->GetValue(row_idx)), + fixed_array->byte_width()); + } + } else { + return Status::InternalError("Unexpected Arrow binary array type for column {}", + column_name); + } + } + if (read_dense_for_nullable) { + if (null_map == nullptr || null_map->size() != static_cast(records_read)) { + return Status::Corruption( + "Invalid dense nullable parquet null map for column {}: rows={}, null_map={}", + column_name, records_read, null_map == nullptr ? 0 : null_map->size()); + } + const int64_t non_null_count = static_cast(simd::count_zero_num( + reinterpret_cast(null_map->data()), null_map->size())); + if (compact_values.size() != static_cast(non_null_count)) { + return Status::Corruption( + "Invalid dense nullable parquet binary values for column {}: values={}, " + "records={}, nulls={}", + column_name, compact_values.size(), records_read, + records_read - non_null_count); + } + binary_values->reserve(records_read); + size_t value_idx = 0; + for (int64_t record_idx = 0; record_idx < records_read; ++record_idx) { + if ((*null_map)[record_idx] != 0) { + binary_values->emplace_back(static_cast(nullptr), 0); + continue; + } + binary_values->emplace_back(compact_values[value_idx++]); + } + return Status::OK(); + } + if (binary_values->size() != static_cast(records_read)) { + return Status::Corruption( + "Invalid parquet binary record read result for column {}: rows={}, records={}", + column_name, binary_values->size(), records_read); + } + return Status::OK(); +} + +// IEEE 754 half-precision (16-bit) → single-precision (32-bit) 转换。 +// Parquet FLOAT16 用 FIXED_LEN_BYTE_ARRAY(2) 存储，Doris 没有原生 Float16 类型， +// 需要提升为 Float32。 +float half_to_float(uint16_t value) { + const uint32_t sign = (value & 0x8000U) << 16; + const uint32_t exponent = (value & 0x7C00U) >> 10; + const uint32_t mantissa = value & 0x03FFU; + + if (exponent == 0) { + if (mantissa == 0) { + return std::bit_cast(sign); + } + const float subnormal = std::ldexp(static_cast(mantissa), -24); + return sign == 0 ? subnormal : -subnormal; + } + if (exponent == 0x1FU) { + return std::bit_cast(sign | 0x7F800000U | (mantissa << 13)); + } + return std::bit_cast(sign | ((exponent + 112U) << 23) | (mantissa << 13)); +} + +// 将 Parquet FLOAT16 的 binary values 批量解码为 float 向量。 +// 每个 FLOAT16 值占 2 bytes，调用 half_to_float 逐值转换。 +Status build_float16_values(const std::string& column_name, + const ParquetTypeDescriptor& type_descriptor, + const std::vector& binary_values, int64_t row_count, + std::vector* float_values) { + if (type_descriptor.fixed_length != 2) { + return Status::Corruption("Invalid parquet Float16 length for column {}: {}", column_name, + type_descriptor.fixed_length); + } + if (binary_values.size() != static_cast(row_count)) { + return Status::Corruption( + "Invalid parquet Float16 value count for column {}: values={}, rows={}", + column_name, binary_values.size(), row_count); + } + float_values->resize(static_cast(row_count)); + for (int64_t row = 0; row < row_count; ++row) { + const auto& binary_value = binary_values[static_cast(row)]; + if (binary_value.data == nullptr && binary_value.size == 0) { + (*float_values)[static_cast(row)] = 0; + continue; + } + if (binary_value.data == nullptr || binary_value.size != 2) { + return Status::Corruption( + "Invalid parquet Float16 value for column {} at row {}: data={}, size={}", + column_name, row, binary_value.data == nullptr ? "null" : "non-null", + binary_value.size); + } + uint16_t raw_value = 0; + std::memcpy(&raw_value, binary_value.data, sizeof(raw_value)); + (*float_values)[static_cast(row)] = half_to_float(raw_value); + } + return Status::OK(); +} + +} // namespace + +// 将 RecordReader 的内部状态捕获为不可变的 ParquetLeafBatch。 +// +// 该函数在 RecordReader::ReadRecords() 之后立即调用，将 Arrow 返回的 +// level/value buffer 指针（或 binary chunks 的所有权）快照到 batch 中。 +// 之后 batch 可以被多次读取（如先 build_null_map 再 append_values）， +// 不受 RecordReader 后续操作的干扰。 +Status ParquetLeafReader::collect_batch(::parquet::internal::RecordReader& record_reader, + ParquetLeafBatch* batch) const { + DORIS_CHECK(batch != nullptr); + batch->_def_levels = nullptr; + batch->_rep_levels = nullptr; + batch->_fixed_values = nullptr; + batch->_binary_chunks.clear(); + // 根据 type_descriptor 确定 value_kind，控制后续 value 读取路径 + batch->_value_kind = decoded_value_kind(_type_descriptor); + batch->_consumed_level_count = record_reader.levels_position(); + batch->_decoded_level_count = record_reader.levels_written(); + if (_descriptor->max_definition_level() > 0) { + batch->_def_levels = record_reader.def_levels(); + } + if (_descriptor->max_repetition_level() > 0) { + batch->_rep_levels = record_reader.rep_levels(); + } + batch->_read_dense_for_nullable = record_reader.read_dense_for_nullable(); + batch->_values_written = record_reader.values_written(); + + // 固定宽度类型：values buffer 指针直接可用 + if (!batch->is_binary_value()) { + batch->_fixed_values = record_reader.values(); + return Status::OK(); + } + + // Binary 类型：必须通过 GetBuilderChunks() 获取所有权。 + // GetBuilderChunks() 会转移 Arrow builder 所有权并 reset builder， + // 所以只能调用一次——这里就是那一次。 + RETURN_IF_ERROR(get_binary_chunks(_name, record_reader, &batch->_binary_chunks)); + // 从 chunks 重新计算 values_written（因为二进制值的计数方式不同） + batch->_values_written = 0; + for (const auto& chunk : batch->_binary_chunks) { + if (chunk == nullptr) { + return Status::Corruption( + "Parquet binary record reader returned null chunk for column {}", _name); + } + batch->_values_written += chunk->length(); + } + return Status::OK(); +} + +// 将 batch 中的值写入目标 Doris Column。 +// +// 数据准备阶段（DecodedColumnView 填充前）： +// 根据物理存储格式将值准备为 DataTypeSerde 可消费的形式： +// - FLOAT16: binary → half_to_float → float_values +// - Binary 类型: Arrow chunks → StringRef[] +// - 固定宽度 dense nullable: Arrow 紧凑值 → 间隔排列的 spaced_values +// - 固定宽度非 dense: 直接使用 batch._fixed_values 指针 +// +// 物化阶段（DataTypeSerde::read_column_from_decoded_values）： +// 根据 type_descriptor 的信息（decimal precision/scale、timestamp unit、timezone 等） +// 将原始 bytes 转换为 Doris 的最终类型表示。 +Status ParquetLeafReader::append_values(const ParquetLeafBatch& batch, int64_t row_count, + const NullMap* null_map, MutableColumnPtr& column) const { + std::vector binary_values; + std::vector spaced_values; + std::vector float_values; + DecodedColumnView view; + view.value_kind = batch._value_kind; + view.time_unit = decoded_time_unit(_type_descriptor.time_unit); + view.row_count = row_count; + view.logical_integer_bit_width = _type_descriptor.integer_bit_width; + view.logical_integer_is_signed = !_type_descriptor.is_unsigned_integer; + view.decimal_precision = _type_descriptor.decimal_precision; + view.decimal_scale = _type_descriptor.decimal_scale; + view.fixed_length = _type_descriptor.fixed_length; + view.timestamp_is_adjusted_to_utc = _type_descriptor.timestamp_is_adjusted_to_utc; + view.timezone = _timezone; + view.enable_strict_mode = _enable_strict_mode; + view.null_map = null_map == nullptr || null_map->empty() ? nullptr : null_map->data(); + const bool read_dense_for_nullable = batch._read_dense_for_nullable && view.null_map != nullptr; + + // 数据准备：根据物理存储格式填充 view + if (_type_descriptor.extra_type_info == ParquetExtraTypeInfo::FLOAT16) { + // FLOAT16: FIXED_LEN_BYTE_ARRAY(2) → half_to_float → float 向量 + RETURN_IF_ERROR(build_binary_values(_name, batch._binary_chunks, row_count, null_map, + read_dense_for_nullable, &binary_values)); + RETURN_IF_ERROR(build_float16_values(_name, _type_descriptor, binary_values, row_count, + &float_values)); + view.value_kind = DecodedValueKind::FLOAT; + view.values = reinterpret_cast(float_values.data()); + } else if (batch.is_binary_value()) { + // STRING / DECIMAL_BYTE_ARRAY / ENUM / JSON 等 + RETURN_IF_ERROR(build_binary_values(_name, batch._binary_chunks, row_count, null_map, + read_dense_for_nullable, &binary_values)); + view.binary_values = &binary_values; + } else if (read_dense_for_nullable) { + // 固定宽度 + dense nullable: 需要展开为间隔排列 + RETURN_IF_ERROR(build_spaced_fixed_values(batch, row_count, null_map, &spaced_values)); + view.values = spaced_values.data(); + } else { + // 固定宽度 + 非 nullable 或 非 dense: values 指针直接可用 + view.values = batch._fixed_values; + } + + if (_decoded_value_appender != nullptr) { + return _decoded_value_appender(column, view); + } + + { + SCOPED_TIMER(_profile.materialization_time); + // 通过 DataTypeSerde 完成类型感知的值写入。 + // 对于 nullable 类型，serde 会直接写入 null_map + nested_column。 + // 对于非 nullable 类型（嵌套场景），当前实现临时走 ColumnNullable 兼容路径。 + if (!_type->is_nullable()) { + if (auto* nullable_column = check_and_get_column(*column); + nullable_column != nullptr) { + auto& nested_column = nullable_column->get_nested_column(); + auto& tmp_null_map = nullable_column->get_null_map_data(); + const auto old_nested_size = nested_column.size(); + const auto old_null_map_size = tmp_null_map.size(); + auto st = _type->get_serde()->read_column_from_decoded_values(nested_column, view); + if (!st.ok()) { + nested_column.resize(old_nested_size); + return st; + } + tmp_null_map.resize(old_null_map_size + nested_column.size() - old_nested_size); + memset(tmp_null_map.data() + old_null_map_size, 0, + tmp_null_map.size() - old_null_map_size); + } else { + RETURN_IF_ERROR(_type->get_serde()->read_column_from_decoded_values(*column, view)); + } + } else { + RETURN_IF_ERROR(_type->get_serde()->read_column_from_decoded_values(*column, view)); + } + } + return Status::OK(); +} + +// 判断当前 value_kind 是否为 binary 类型（需要走 Arrow chunks 路径而非 fixed_values 指针）。 +bool ParquetLeafBatch::is_binary_value() const { + return _value_kind == DecodedValueKind::BINARY || _value_kind == DecodedValueKind::FIXED_BINARY; +} + +// 为 dense nullable 模式构建间隔排列的固定宽度值数组。 +// +// Arrow RecordReader 在 read_dense_for_nullable 模式下只写非 NULL 值（紧凑排列， +// 不包含 NULL 行的占位），本函数按 null_map 将紧凑值展开： +// - NULL 行：对应位置保留为 0（不会被 read_column_from_decoded_values 读取） +// - 非 NULL 行：从 compact buffer 中取下一个值写入对应位置 +// +// 例如：null_map = [0,1,0,1,0]，values = [v0,v1,v2] +// 展开后（逻辑上）= [v0, -, v1, -, v2] +Status ParquetLeafReader::build_spaced_fixed_values(const ParquetLeafBatch& batch, + int64_t row_count, const NullMap* null_map, + std::vector* spaced_values) const { + DORIS_CHECK(null_map != nullptr); + DORIS_CHECK(spaced_values != nullptr); + size_t value_size = 0; + RETURN_IF_ERROR(decoded_fixed_value_size(_name, batch._value_kind, &value_size)); + spaced_values->resize(static_cast(row_count) * value_size); + const auto non_null_count = static_cast(simd::count_zero_num( + reinterpret_cast(null_map->data()), null_map->size())); + // 完整性校验：紧凑值数量必须等于非 NULL 行数 + if (batch._values_written != non_null_count) { + return Status::Corruption( + "Invalid dense nullable parquet values for column {}: values={}, records={}, " + "nulls={}", + _name, batch._values_written, row_count, row_count - non_null_count); + } + auto* dst = spaced_values->data(); + int64_t value_idx = 0; + for (int64_t record_idx = 0; record_idx < row_count; ++record_idx) { + if ((*null_map)[record_idx] != 0) { + continue; // NULL 行：跳过，对应位置保持为 0 + } + // 非 NULL 行：从紧凑 buffer 中取出下一个值，按 value_size 拷贝到对应行偏移 + std::memcpy(dst + static_cast(record_idx) * value_size, + batch._fixed_values + static_cast(value_idx) * value_size, value_size); + ++value_idx; + } + return Status::OK(); +} + +ParquetLeafReader::ParquetLeafReader( + const ::parquet::ColumnDescriptor* descriptor, ParquetTypeDescriptor type_descriptor, + DataTypePtr type, std::string name, + std::shared_ptr<::parquet::internal::RecordReader> record_reader, + ParquetColumnReaderProfile profile, const cctz::time_zone* timezone, + bool enable_strict_mode, + std::function decoded_value_appender) + : _descriptor(descriptor), + _type_descriptor(type_descriptor), + _type(std::move(type)), + _name(std::move(name)), + _record_reader(std::move(record_reader)), + _profile(profile), + _timezone(timezone), + _enable_strict_mode(enable_strict_mode), + _decoded_value_appender(std::move(decoded_value_appender)) {} + +// 从 Arrow RecordReader 读取 batch_rows 行，并将结果捕获到 ParquetLeafBatch 中。 +// +// 步骤： +// 1. Reset + Reserve: 准备 RecordReader 的内部缓冲区 +// 2. ReadRecords(batch_rows): 触发一次 data page 读取和解码（Dremel levels + values） +// 3. collect_batch(): 将解码结果快照到 ParquetLeafBatch +Status ParquetLeafReader::read_batch(int64_t batch_rows, ParquetLeafBatch* batch, + int64_t* rows_read) const { + if (batch == nullptr || rows_read == nullptr) { + return Status::InvalidArgument("Invalid parquet leaf batch result pointer for column {}", + _name); + } + if (_record_reader == nullptr) { + return Status::InternalError("Parquet record reader is not initialized for column {}", + _name); + } + + try { + _record_reader->Reset(); + _record_reader->Reserve(batch_rows); + { + SCOPED_TIMER(_profile.arrow_read_records_time); + // ReadRecords 返回实际读到的记录数，可能小于 batch_rows（到达 column chunk 末尾） + *rows_read = _record_reader->ReadRecords(batch_rows); + } + } catch (const ::parquet::ParquetException& e) { + return Status::Corruption("Failed to read parquet records for column {}: {}", _name, + e.what()); + } catch (const std::exception& e) { + return Status::InternalError("Failed to read parquet records for column {}: {}", _name, + e.what()); + } + if (*rows_read < 0 || *rows_read > batch_rows) { + return Status::Corruption("Invalid parquet record read result for column {}: {}", _name, + *rows_read); + } + return collect_batch(*_record_reader, batch); +} + +// 根据 batch 中的 definition levels 构建 Doris NullMap。 +// +// 规则：def_level == max_definition_level → 非 NULL（null_map=0），否则为 NULL（null_map=1）。 +// 如果该列没有 optional/repeated 祖先（max_definition_level == 0），则所有值都非 NULL， +// 直接返回 OK（不设置 null_map），由调用方按无 NULL 处理。 +Status ParquetLeafReader::build_null_map(const ParquetLeafBatch& batch, int64_t records_read, + NullMap* null_map) const { + // 无 optional 祖先 → 所有值都非 NULL，不需要 null_map + if (_descriptor->max_definition_level() == 0) { + return Status::OK(); + } + auto* def_levels = batch.def_levels(); + if (def_levels == nullptr && records_read > 0) { + return Status::Corruption( + "Parquet record reader returned null definition levels for nullable column {}", + _name); + } + const int16_t max_definition_level = _descriptor->max_definition_level(); + null_map->resize(records_read); + auto* __restrict dst = null_map->data(); + const auto* __restrict src = def_levels; + for (int64_t record_idx = 0; record_idx < records_read; ++record_idx) { + dst[record_idx] = src[record_idx] != max_definition_level; + } + return Status::OK(); +} + +// 嵌套叶子的一步式读取：read levels + values → 解析 value layout → 物化 values_column。 +// +// 这是 ParquetLeafReader 中最复杂的函数。它处理 Arrow RecordReader 在不同场景下 +// 按不同方式写入 level/value 的复杂情况。 +// +// 整体流程： +// +// 1. 调用 read_batch() 获取原始的 level/value 数据。 +// +// 2. 将 def/rep levels 拷贝到 batch 中（因为 RecordReader 的 level 数组可能被后续读取覆盖）。 +// +// 3. 解析 value layout — Arrow RecordReader 在不同场景下按不同粒度和方式写入 value： +// - LEVELS: value 与 level 一一对应（每个 level slot 恰好有一个 value） +// - VALUE_SLOTS: value 数量 == 满足 value_slot_definition_level 的 slot 数 +// - LEAF_VALUES: value 数量 == def_level == max_definition_level 的 slot 数（真正的叶值） +// - PAYLOAD_VALUE_SLOTS: value 数量 == 降级后的 payload_slot_definition_level slot 数 +// 这种降级发生在 Arrow 为 NULL 祖先写入 value placeholder 时（见下文）。 +// +// 4. 构建 value_indices[] 映射：level_idx → value buffer 中的位置（-1 表示该 slot 无 value）。 +// +// 5. 构建 value_nulls[]：标记每个 value 是否为 NULL。 +// +// 6. 调用 append_values() 物化 values_column（非 nullable 的基本类型）。 +// +// 关于 PAYLOAD_VALUE_SLOTS 降级（count_value_slots 的 while 循环）： +// Arrow 的 RecordReader 有时会为不满足 Doris 物化阈值的 NULL 祖先写入 value placeholder。 +// 例如 MAP value 在 def_level 不足时，Arrow 仍可能分配一个 value slot 但写入占位值。 +// 此时 values_written > value_slot_count（按标准 threshold 计算的 slot 数）。 +// 代码尝试逐步降低 payload_slot_definition_level，直到找到匹配 value 数目的 threshold， +// 确保 value_indices 映射和 values_written 对齐，不会把占位值错配给真实 slot。 +Status ParquetLeafReader::read_nested_batch(int64_t batch_rows, int16_t value_slot_definition_level, + ParquetNestedScalarBatch* batch, + int16_t value_slot_repetition_level) const { + ParquetLeafBatch leaf_batch; + int64_t records_read = 0; + RETURN_IF_ERROR(read_batch(batch_rows, &leaf_batch, &records_read)); + return build_nested_batch_from_leaf_batch(leaf_batch, records_read, value_slot_definition_level, + batch, value_slot_repetition_level); +} + +Status ParquetLeafReader::build_nested_batch_from_leaf_batch( + const ParquetLeafBatch& leaf_batch, int64_t records_read, + int16_t value_slot_definition_level, ParquetNestedScalarBatch* batch, + int16_t value_slot_repetition_level) const { + if (batch == nullptr) { + return Status::InvalidArgument("Nested scalar batch is null for column {}", _name); + } + *batch = ParquetNestedScalarBatch(); + batch->value_slot_definition_level = value_slot_definition_level; + batch->value_slot_repetition_level = value_slot_repetition_level; + + batch->records_read = records_read; + if (_type->is_nullable() && leaf_batch.read_dense_for_nullable()) { + return Status::NotSupported( + "Dense nullable parquet nested reader is not supported for column {}", _name); + } + batch->levels_written = leaf_batch.consumed_level_count(); + const int64_t values_written = leaf_batch.values_written(); + if (batch->levels_written > leaf_batch.decoded_level_count()) { + return Status::Corruption( + "Invalid nested parquet level position for column {}: position={}, levels={}", + _name, batch->levels_written, leaf_batch.decoded_level_count()); + } + if (batch->levels_written == 0 && batch->records_read > 0 && + values_written == batch->records_read && _descriptor->max_definition_level() == 0 && + _descriptor->max_repetition_level() == 0) { + batch->levels_written = batch->records_read; + } + if (batch->levels_written < batch->records_read || values_written < 0 || + values_written > batch->levels_written) { + return Status::Corruption( + "Invalid nested parquet read result for column {}: rows={}, levels={}, values={}", + _name, batch->records_read, batch->levels_written, values_written); + } + if (batch->levels_written == 0) { + return Status::OK(); + } + + auto* def_levels = leaf_batch.def_levels(); + if (def_levels == nullptr && _descriptor->max_definition_level() > 0) { + return Status::Corruption( + "Nested parquet reader returned null definition levels for column {}", _name); + } + batch->def_levels.resize(static_cast(batch->levels_written)); + if (_descriptor->max_definition_level() == 0 || def_levels == nullptr) { + std::fill(batch->def_levels.begin(), batch->def_levels.end(), + _descriptor->max_definition_level()); + } else { + std::copy(def_levels, def_levels + batch->levels_written, batch->def_levels.begin()); + } + + auto* rep_levels = leaf_batch.rep_levels(); + if (rep_levels == nullptr && _descriptor->max_repetition_level() > 0) { + return Status::Corruption( + "Nested parquet reader returned null repetition levels for column {}", _name); + } + batch->rep_levels.resize(static_cast(batch->levels_written)); + if (_descriptor->max_repetition_level() == 0 || rep_levels == nullptr) { + std::fill(batch->rep_levels.begin(), batch->rep_levels.end(), 0); + } else { + std::copy(rep_levels, rep_levels + batch->levels_written, batch->rep_levels.begin()); + } + + const int16_t leaf_definition_level = _descriptor->max_definition_level(); + // Arrow's RecordReader may emit value placeholders for null ancestors that are below the + // Doris materialization threshold. Those slots must still advance the payload value index; + // otherwise the next defined child level points at the placeholder instead of its real value. + auto count_value_slots = [&](int16_t slot_definition_level) { + int64_t slot_count = 0; + for (int64_t level_idx = 0; level_idx < batch->levels_written; ++level_idx) { + if (batch->def_levels[level_idx] >= slot_definition_level && + batch->rep_levels[level_idx] <= value_slot_repetition_level) { + ++slot_count; + } + } + return slot_count; + }; + + const int64_t value_slot_count = count_value_slots(value_slot_definition_level); + int16_t payload_slot_definition_level = value_slot_definition_level; + int64_t payload_value_slot_count = value_slot_count; + while (payload_slot_definition_level > 0 && payload_value_slot_count < values_written) { + --payload_slot_definition_level; + payload_value_slot_count = count_value_slots(payload_slot_definition_level); + } + + int64_t leaf_value_count = 0; + for (int64_t level_idx = 0; level_idx < batch->levels_written; ++level_idx) { + if (batch->def_levels[level_idx] < value_slot_definition_level || + batch->rep_levels[level_idx] > value_slot_repetition_level) { + continue; + } + if (batch->def_levels[level_idx] == leaf_definition_level) { + ++leaf_value_count; + } + } + + enum class ValueLayout { LEVELS, VALUE_SLOTS, LEAF_VALUES, PAYLOAD_VALUE_SLOTS }; + ValueLayout value_layout = ValueLayout::LEAF_VALUES; + if (values_written == batch->levels_written) { + value_layout = ValueLayout::LEVELS; + } else if (values_written == value_slot_count) { + value_layout = ValueLayout::VALUE_SLOTS; + } else if (values_written == leaf_value_count) { + value_layout = ValueLayout::LEAF_VALUES; + } else if (values_written == payload_value_slot_count) { + value_layout = ValueLayout::PAYLOAD_VALUE_SLOTS; + } else { + return Status::Corruption( + "Nested parquet reader returned inconsistent value count for column {}: values={}, " + "levels={}, slots={}, leaf_values={}, payload_slots={}, " + "payload_slot_definition_level={}", + _name, values_written, batch->levels_written, value_slot_count, leaf_value_count, + payload_value_slot_count, payload_slot_definition_level); + } + + batch->value_indices.resize(static_cast(batch->levels_written), -1); + NullMap value_nulls(static_cast(values_written), 1); + int64_t value_idx = 0; + const int16_t decoded_slot_definition_level = value_layout == ValueLayout::PAYLOAD_VALUE_SLOTS + ? payload_slot_definition_level + : value_slot_definition_level; + for (int64_t level_idx = 0; level_idx < batch->levels_written; ++level_idx) { + if (batch->def_levels[level_idx] < decoded_slot_definition_level || + batch->rep_levels[level_idx] > value_slot_repetition_level) { + continue; + } + const bool has_leaf_value = batch->def_levels[level_idx] == leaf_definition_level; + int64_t decoded_value_idx = -1; + if (value_layout == ValueLayout::LEVELS) { + decoded_value_idx = level_idx; + } else if (value_layout == ValueLayout::VALUE_SLOTS) { + decoded_value_idx = value_idx++; + } else if (value_layout == ValueLayout::PAYLOAD_VALUE_SLOTS) { + decoded_value_idx = value_idx++; + } else { + if (!has_leaf_value) { + continue; + } + decoded_value_idx = value_idx++; + } + DORIS_CHECK(decoded_value_idx >= 0); + DORIS_CHECK(decoded_value_idx < values_written); + if (has_leaf_value) { + batch->value_indices[static_cast(level_idx)] = decoded_value_idx; + value_nulls[static_cast(decoded_value_idx)] = 0; + } + } + if (value_layout != ValueLayout::LEVELS && value_idx != values_written) { + return Status::Corruption( + "Nested parquet reader value cursor stopped early for column {}: values={}, " + "visited={}", + _name, values_written, value_idx); + } + + const auto value_type = remove_nullable(_type); + batch->values_column = value_type->create_column(); + if (values_written > 0) { + ParquetLeafReader value_reader(_descriptor, _type_descriptor, value_type, _name, + _record_reader, _profile, _timezone, _enable_strict_mode); + RETURN_IF_ERROR(value_reader.append_values(leaf_batch, values_written, &value_nulls, + batch->values_column)); + } + return Status::OK(); +} + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/reader/parquet_leaf_reader.h b/be/src/format_v2/parquet/reader/parquet_leaf_reader.h new file mode 100644 index 00000000000000..a7b8f8c541634e --- /dev/null +++ b/be/src/format_v2/parquet/reader/parquet_leaf_reader.h @@ -0,0 +1,220 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include +#include +#include +#include +#include + +#include "common/status.h" +#include "core/column/column.h" +#include "core/column/column_nullable.h" +#include "core/data_type_serde/decoded_column_view.h" +#include "format_v2/parquet/parquet_profile.h" +#include "format_v2/parquet/parquet_type.h" + +namespace parquet { +class ColumnDescriptor; + +namespace internal { +class RecordReader; +} // namespace internal +} // namespace parquet + +namespace cctz { +class time_zone; +} // namespace cctz + +namespace arrow { +class Array; +} // namespace arrow + +namespace doris::format::parquet { + +struct ParquetLeafReaderTestAccess; + +// 嵌套标量叶子的读取结果，将 Dremel 编码的 shape 和实际 value 分离。 +// +// 设计意图：复杂 reader（LIST/MAP/STRUCT）先消费 shape（def_levels + rep_levels + value_indices） +// 重建容器结构（offsets + null_map），再按 value_indices 将 values_column 写入容器。 +// +// 例子：MAP 的 value 列在 rep_level=[0,1,0] 表示 2 个 entry 的 3 个 slot。 +// 复杂 reader 先根据 rep_levels 确定 offsets=[0,2]，再根据 value_indices 把 value 写入对应 slot。 +// +// 字段说明： +// records_read - 本批读到的顶层记录数（从 ReadRecords 返回） +// levels_written - 本批实际产生的 level 数（= consumed_level_count） +// value_slot_definition_level - 有资格包含 value 的 slot 的最小 def level（由父 reader 设定） +// value_slot_repetition_level - 有资格包含 value 的 slot 的最大 rep level（由父 reader 设定） +// def_levels[] - definition levels 的拷贝 +// rep_levels[] - repetition levels 的拷贝 +// value_indices[] - level_idx → value buffer 中的下标（-1 表示该 slot 无 value，如 NULL key） +// values_column - 物化后的 value 列（非 nullable 的类型） +struct ParquetNestedScalarBatch { + int64_t records_read = 0; + int64_t levels_written = 0; + int16_t value_slot_definition_level = 0; + int16_t value_slot_repetition_level = std::numeric_limits::max(); + std::vector def_levels; + std::vector rep_levels; + std::vector value_indices; + MutableColumnPtr values_column; + + bool empty() const { return levels_written == 0; } +}; + +// Arrow RecordReader 一次 ReadRecords() 后的批次结果视图。 +// +// 该类将 Arrow RecordReader 的内部状态"快照化"为一个不可变的视图，解决两个问题： +// 1. BinaryRecordReader 通过 GetBuilderChunks() 返回值的所有权，而固定宽度类型通过 values()。 +// 统一为 ParquetLeafBatch 后，外部只需判断 is_binary_value() 选择数据源。 +// 2. Arrow RecordReader 的数据是 one-shot transfer 语义（GetBuilderChunks 会 reset builder）， +// ParquetLeafBatch 将数据捕获后，允许多次读取（如先 build_null_map 再 append_values）。 +// +// 字段说明： +// _consumed_level_count - 本次读取前 RecordReader 已经消费的 level 数（= levels_position） +// _decoded_level_count - 本次读取后 RecordReader 解码出的 level 总数（= levels_written） +// _values_written - 本批写出的 value 个数 +// _def_levels / _rep_levels - 指向 RecordReader 内部 level 数组的指针（非拥有） +// _fixed_values - 固定宽度类型的 value buffer 指针（非拥有） +// _binary_chunks - Binary 类型的 Arrow Array chunks（拥有所有权） +// _read_dense_for_nullable - RecordReader 是否为 nullable 列启用了 dense 模式 +class ParquetLeafBatch { +public: + int64_t consumed_level_count() const { return _consumed_level_count; } + int64_t decoded_level_count() const { return _decoded_level_count; } + int64_t values_written() const { return _values_written; } + bool read_dense_for_nullable() const { return _read_dense_for_nullable; } + const int16_t* def_levels() const { return _def_levels; } + const int16_t* rep_levels() const { return _rep_levels; } + +private: + friend class ParquetLeafReader; + + bool is_binary_value() const; + + DecodedValueKind _value_kind = DecodedValueKind::INT32; + int64_t _consumed_level_count = 0; + int64_t _decoded_level_count = 0; + int64_t _values_written = 0; + const int16_t* _def_levels = nullptr; + const int16_t* _rep_levels = nullptr; + const uint8_t* _fixed_values = nullptr; + bool _read_dense_for_nullable = false; + std::vector> _binary_chunks; +}; + +// Parquet 原始类型叶子的值读取器。每个 ScalarColumnReader 在读取时创建一个临时 ParquetLeafReader。 +// +// 职责：包装 Arrow 的 RecordReader，将其解码出的 type-erased level/value buffer 转换为 Doris +// Column 可以消费的形式。 +// +// 该类不持有任何可变状态（除 _record_reader 的 shared_ptr），因此是 const 可调用的。 +// RecordReader 本身由 ParquetColumnReaderFactory 按 leaf_column_id 缓存和共享。 +// +// 对外提供两组接口： +// +// ① 平铺列（top-level primitive column）的读取路径： +// read_batch() → build_null_map() + append_values() +// 适用于非嵌套的基本类型列，如 SELECT id, name FROM t。 +// +// ② 嵌套叶子（nested LIST/MAP/STRUCT 内的 primitive leaf）的读取路径： +// read_nested_batch() +// 一步完成"读取 level/value → 解析 value slot 映射 → 物化 values_column"， +// 返回 ParquetNestedScalarBatch 供父 reader 组装容器结构。 +class ParquetLeafReader { +public: + ParquetLeafReader(const ::parquet::ColumnDescriptor* descriptor, + ParquetTypeDescriptor type_descriptor, DataTypePtr type, std::string name, + std::shared_ptr<::parquet::internal::RecordReader> record_reader, + ParquetColumnReaderProfile profile = {}, + const cctz::time_zone* timezone = nullptr, bool enable_strict_mode = false, + std::function + decoded_value_appender = nullptr); + + // ①a. 从 Arrow RecordReader 读取 batch_rows 行，将结果捕获到 ParquetLeafBatch 中。 + // 调用方拿到 batch 后可以多次访问 level 和 value 信息。 + Status read_batch(int64_t batch_rows, ParquetLeafBatch* batch, int64_t* rows_read) const; + + // ①b. 根据 batch 中的 definition levels 构建 Doris NullMap。 + // def_level == max_definition_level → 非 NULL，否则为 NULL。 + // 如果该列没有 optional/repeated 祖先（max_definition_level == 0），直接返回 OK。 + Status build_null_map(const ParquetLeafBatch& batch, int64_t records_read, + NullMap* null_map) const; + + // ①c. 将 batch 中的值写入目标 Doris Column。 + // - 固定宽度类型：直接从 _fixed_values 指针读取 + // - Binary 类型：从 _binary_chunks 构造 StringRef 向量 + // - FLOAT16 类型：从 binary 解码后转为 float + // - dense nullable 模式：先按 null_map 展开为间隔排列的 values 再写入 + // 值转换（如 INT64 timestamp → DateTime）通过 DataTypeSerde::read_column_from_decoded_values 完成。 + Status append_values(const ParquetLeafBatch& batch, int64_t row_count, const NullMap* null_map, + MutableColumnPtr& column) const; + + // ② 嵌套叶子的一步式读取。内部调用 read_batch() 获取 level/value， + // 然后解析 value layout（Arrow 的 RecordReader 在不同场景下按不同粒度写入 value： + // LEVELS / VALUE_SLOTS / LEAF_VALUES / PAYLOAD_VALUE_SLOTS）， + // 构建 value_indices 映射和 value_nulls，最后调用 append_values() 物化 values_column。 + // + // value_slot_definition_level: 有资格容纳 value 的 slot 的最小 def level。 + // 例如 MAP key 的 value_slot_definition_level = key 的 max_dl（只有 def>=max_dl 的 slot 才有 key 值）。 + // value_slot_repetition_level: 有资格容纳 value 的 slot 的最大 rep level。 + // 用于过滤属于其他 repeated 层级（如嵌套 LIST inside MAP）的 slot。 + Status read_nested_batch( + int64_t batch_rows, int16_t value_slot_definition_level, + ParquetNestedScalarBatch* batch, + int16_t value_slot_repetition_level = std::numeric_limits::max()) const; + +private: + friend struct ParquetLeafReaderTestAccess; + + // 将 RecordReader 的内部状态捕获为不可变的 ParquetLeafBatch。 + // 分别处理固定宽度类型（values()）和 binary 类型（GetBuilderChunks()）。 + Status collect_batch(::parquet::internal::RecordReader& record_reader, + ParquetLeafBatch* batch) const; + + // 为 dense nullable 模式构建间隔排列的固定宽度值数组。 + // Arrow RecordReader 在 read_dense_for_nullable 模式下只写非 NULL 值（紧凑排列）， + // 本函数按 null_map 将它们展开为与行一一对应的间隔排列格式。 + Status build_spaced_fixed_values(const ParquetLeafBatch& batch, int64_t row_count, + const NullMap* null_map, + std::vector* spaced_values) const; + + Status build_nested_batch_from_leaf_batch(const ParquetLeafBatch& leaf_batch, + int64_t records_read, + int16_t value_slot_definition_level, + ParquetNestedScalarBatch* batch, + int16_t value_slot_repetition_level) const; + + const ::parquet::ColumnDescriptor* _descriptor = + nullptr; // Arrow 列描述符（physical_type, max_dl, max_rl） + ParquetTypeDescriptor _type_descriptor; // 类型编码信息（decimal 精度、timestamp 单位等） + DataTypePtr _type; // Doris 目标类型 + std::string _name; // 列名（用于报错信息） + std::shared_ptr<::parquet::internal::RecordReader> + _record_reader; // Arrow 物理列读取器（共享所有权） + ParquetColumnReaderProfile _profile; // Profile 计数器 + const cctz::time_zone* _timezone = nullptr; // 时区（timestamp 转换用） + bool _enable_strict_mode = false; // 严格模式（类型不匹配时是否报错） + std::function _decoded_value_appender; +}; + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/reader/row_position_column_reader.cpp b/be/src/format_v2/parquet/reader/row_position_column_reader.cpp new file mode 100644 index 00000000000000..85bd8e9dcaf165 --- /dev/null +++ b/be/src/format_v2/parquet/reader/row_position_column_reader.cpp @@ -0,0 +1,80 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/parquet/reader/row_position_column_reader.h" + +#include + +#include "core/assert_cast.h" +#include "core/column/column_vector.h" +#include "core/data_type/data_type_number.h" +#include "format_v2/parquet/parquet_column_schema.h" + +namespace doris::format::parquet { + +// 构造函数：创建一个匿名 ParquetColumnSchema（只有 name），类型为 Int64。 +// 虚拟列不对应任何 Parquet 物理列，因此不需要完整的 schema 信息。 +RowPositionColumnReader::RowPositionColumnReader(int64_t row_group_first_row, + ParquetColumnReaderProfile profile) + : ParquetColumnReader(ParquetColumnSchema {.name = format::ROW_POSITION_COLUMN_NAME}, + std::make_shared(), profile), + _row_group_first_row(row_group_first_row) {} + +int RowPositionColumnReader::file_column_id() const { + return format::ROW_POSITION_COLUMN_ID; +} + +int RowPositionColumnReader::parquet_leaf_column_id() const { + return -1; +} + +const DataTypePtr& RowPositionColumnReader::type() const { + return _type; +} + +const std::string& RowPositionColumnReader::name() const { + return _name; +} + +Status RowPositionColumnReader::read(int64_t rows, MutableColumnPtr& column, int64_t* rows_read) { + if (column.get() == nullptr || rows_read == nullptr) { + return Status::InvalidArgument("Invalid parquet row position read result pointer"); + } + if (rows < 0) { + return Status::InvalidArgument("Invalid parquet row position read rows {}", rows); + } + auto* vector_column = assert_cast(column.get()); + auto& data = vector_column->get_data(); + const auto old_size = data.size(); + data.resize(old_size + rows); + for (int64_t row = 0; row < rows; ++row) { + data[old_size + row] = _row_group_first_row + _next_row_position + row; + } + _next_row_position += rows; + *rows_read = rows; + return Status::OK(); +} + +Status RowPositionColumnReader::skip(int64_t rows) { + if (rows <= 0) { + return Status::OK(); + } + _next_row_position += rows; + return Status::OK(); +} + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/reader/row_position_column_reader.h b/be/src/format_v2/parquet/reader/row_position_column_reader.h new file mode 100644 index 00000000000000..52aa629d4992bf --- /dev/null +++ b/be/src/format_v2/parquet/reader/row_position_column_reader.h @@ -0,0 +1,52 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include + +#include "format_v2/parquet/reader/column_reader.h" + +namespace doris::format::parquet { + +// 虚拟列 reader：生成文件中当前行的位置序号（从 RowGroup 起始行号开始递增）。 +// +// 不对应任何 Parquet 物理列，不持有 RecordReader。 +// read() 直接写入从 _row_group_first_row + _next_row_position 开始的连续 Int64 值。 +// skip() 只推进 _next_row_position 游标。 +// +// 用于需要知道行在文件中位置的场景（如 Iceberg 的 file_row_position）。 +class RowPositionColumnReader final : public ParquetColumnReader { +public: + explicit RowPositionColumnReader(int64_t row_group_first_row, + ParquetColumnReaderProfile profile = {}); + + int file_column_id() const override; + int parquet_leaf_column_id() const override; + const DataTypePtr& type() const override; + const std::string& name() const override; + + Status read(int64_t rows, MutableColumnPtr& column, int64_t* rows_read) override; + Status skip(int64_t rows) override; + +private: + int64_t _row_group_first_row = 0; // 当前 RG 在文件中的起始行号 + int64_t _next_row_position = 0; // 下一个待输出的行位置 +}; + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/reader/scalar_column_reader.cpp b/be/src/format_v2/parquet/reader/scalar_column_reader.cpp new file mode 100644 index 00000000000000..2e13bc7c51685b --- /dev/null +++ b/be/src/format_v2/parquet/reader/scalar_column_reader.cpp @@ -0,0 +1,325 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/parquet/reader/scalar_column_reader.h" + +#include + +#include +#include +#include + +#include "core/column/column.h" +#include "core/column/column_nullable.h" +#include "format_v2/parquet/parquet_column_schema.h" +#include "util/simd/bits.h" + +namespace doris::format::parquet { +namespace { + +// 嵌套标量值游标 — 从 ParquetNestedScalarBatch 中按 level_idx 查找对应的 value。 +// MapColumnReader 利用它为每个 key slot 找到对应的 value 行。 +class ParquetNestedScalarValueCursor { +public: + explicit ParquetNestedScalarValueCursor(const ParquetNestedScalarBatch* batch) { reset(batch); } + + void reset(const ParquetNestedScalarBatch* batch) { + DORIS_CHECK(batch != nullptr); + _batch = batch; + } + + Status value_index(const std::string& column_name, int64_t level_idx, int64_t* value_idx) { + DORIS_CHECK(_batch != nullptr); + DORIS_CHECK(value_idx != nullptr); + DORIS_CHECK(level_idx < _batch->levels_written); + DORIS_CHECK(level_idx >= 0); + DORIS_CHECK(static_cast(level_idx) < _batch->value_indices.size()); + const int64_t computed_value_idx = _batch->value_indices[static_cast(level_idx)]; + if (computed_value_idx < 0) { + return Status::Corruption("Nested parquet value is absent for column {}", column_name); + } + DORIS_CHECK(_batch->values_column.get() != nullptr); + if (computed_value_idx >= _batch->values_column->size()) { + return Status::Corruption("Nested parquet value index is out of range for column {}", + column_name); + } + *value_idx = computed_value_idx; + return Status::OK(); + } + +private: + const ParquetNestedScalarBatch* _batch = nullptr; +}; + +// 将嵌套 batch 中 level_idx 位置的值追加到目标 column。 +// 如果目标 column 是 ColumnNullable，将值写入 nested column 并 push_back(0) 到 null map。 +Status append_scalar_batch_value(const ScalarColumnReader& column_reader, + const ParquetNestedScalarBatch& batch, int64_t level_idx, + ParquetNestedScalarValueCursor* value_cursor, + MutableColumnPtr& column) { + DORIS_CHECK(value_cursor != nullptr); + int64_t value_idx = -1; + RETURN_IF_ERROR(value_cursor->value_index(column_reader.name(), level_idx, &value_idx)); + auto* nullable_column = check_and_get_column(*column); + if (nullable_column != nullptr) { + nullable_column->get_nested_column().insert_from(*batch.values_column, + static_cast(value_idx)); + nullable_column->get_null_map_data().push_back(0); + return Status::OK(); + } + column->insert_from(*batch.values_column, static_cast(value_idx)); + return Status::OK(); +} + +} // namespace + +ScalarColumnReader::ScalarColumnReader( + const ParquetColumnSchema& column_schema, + std::shared_ptr<::parquet::internal::RecordReader> record_reader, + const ParquetPageSkipPlan* page_skip_plan, const cctz::time_zone* timezone, + bool enable_strict_mode, ParquetColumnReaderProfile profile) + : ParquetColumnReader(column_schema, column_schema.type, profile), + _descriptor(column_schema.descriptor), + _type_descriptor(column_schema.type_descriptor), + _record_reader(std::move(record_reader)), + _page_skip_plan(page_skip_plan), + _timezone(timezone), + _enable_strict_mode(enable_strict_mode), + _nested_batch(std::make_unique()) {} + +ScalarColumnReader::~ScalarColumnReader() = default; + +// 平铺读取：直接从 Arrow RecordReader 读 rows 行 → 构建 null_map → 物化到 Doris Column。 +// +// 这是 ScalarColumnReader 最核心的路径，对应 ParquetLeafReader 的 ① 平铺读取流程。 +Status ScalarColumnReader::read(int64_t rows, MutableColumnPtr& column, int64_t* rows_read) { + if (column.get() == nullptr || rows_read == nullptr) { + return Status::InvalidArgument("Invalid parquet column read result pointer for column {}", + _name); + } + if (_record_reader == nullptr) { + return Status::InternalError("Parquet record reader is not initialized for column {}", + _name); + } + auto reader = leaf_reader(); + ParquetLeafBatch leaf_batch; + RETURN_IF_ERROR(reader.read_batch(rows, &leaf_batch, rows_read)); + + NullMap null_map; + RETURN_IF_ERROR(reader.build_null_map(leaf_batch, *rows_read, &null_map)); + const auto value_kind = decoded_value_kind(_type_descriptor); + const bool is_binary_value = + value_kind == DecodedValueKind::BINARY || value_kind == DecodedValueKind::FIXED_BINARY; + if (!is_binary_value && leaf_batch.read_dense_for_nullable() && !null_map.empty()) { + const int64_t non_null_count = static_cast(simd::count_zero_num( + reinterpret_cast(null_map.data()), null_map.size())); + const int64_t null_count = *rows_read - non_null_count; + if (leaf_batch.values_written() != non_null_count) { + return Status::Corruption( + "Invalid dense nullable parquet record read result for column {}: values={}, " + "records={}, nulls={}", + _name, leaf_batch.values_written(), *rows_read, null_count); + } + } else if (!is_binary_value && !leaf_batch.read_dense_for_nullable() && + leaf_batch.values_written() != *rows_read) { + return Status::Corruption( + "Invalid parquet record read result for column {}: values={}, records={}", _name, + leaf_batch.values_written(), *rows_read); + } + + RETURN_IF_ERROR(reader.append_values(leaf_batch, *rows_read, &null_map, column)); + advance_rows_read(*rows_read); + update_reader_read_rows(*rows_read); + return Status::OK(); +} + +Status ScalarColumnReader::skip_records(int64_t rows) { + if (_record_reader == nullptr) { + return Status::InternalError("Parquet record reader is not initialized for column {}", + _name); + } + if (rows <= 0) { + return Status::OK(); + } + int64_t skipped_rows = 0; + try { + _record_reader->Reset(); + while (skipped_rows < rows) { + const int64_t skipped = _record_reader->SkipRecords(rows - skipped_rows); + if (skipped <= 0) { + return Status::Corruption( + "Failed to skip parquet records for column {}: skipped {} of {} rows", + _name, skipped_rows, rows); + } + skipped_rows += skipped; + } + } catch (const ::parquet::ParquetException& e) { + return Status::Corruption("Failed to skip parquet records for column {}: {}", _name, + e.what()); + } catch (const std::exception& e) { + return Status::InternalError("Failed to skip parquet records for column {}: {}", _name, + e.what()); + } + update_reader_skip_rows(rows); + return Status::OK(); +} + +int64_t ScalarColumnReader::page_filtered_rows_to_skip(int64_t rows) const { + if (_page_skip_plan == nullptr || rows <= 0) { + return 0; + } + const int64_t skip_end = _row_group_rows_read + rows; + int64_t filtered_rows = 0; + for (const auto& range : _page_skip_plan->skipped_ranges) { + const int64_t range_end = range.start + range.length; + if (range_end <= _row_group_rows_read) { + continue; + } + if (range.start >= skip_end) { + break; + } + const int64_t start = std::max(range.start, _row_group_rows_read); + const int64_t end = std::min(range_end, skip_end); + if (start < end) { + // Scheduler gap skips are derived from page-index selected_ranges. A page-filtered + // range can only overlap such a gap when the whole data page is outside every selected + // range, so partial overlap would mean the planner and scheduler are out of sync. + DORIS_CHECK(start == range.start); + DORIS_CHECK(end == range_end); + filtered_rows += end - start; + } + } + return filtered_rows; +} + +void ScalarColumnReader::advance_rows_read(int64_t rows) { + DORIS_CHECK(rows >= 0); + _row_group_rows_read += rows; +} + +// 跳过 rows 行。分为两个阶段： +// 1. page_filtered_rows_to_skip() — 计算落在 page skip range 内的行数（已由 page index 跳过） +// 2. skip_records() — 对剩余行调用 RecordReader::SkipRecords() +// 这两个阶段的行数之和等于 rows。 +Status ScalarColumnReader::skip(int64_t rows) { + if (rows <= 0) { + return Status::OK(); + } + + const int64_t page_filtered_rows = page_filtered_rows_to_skip(rows); + DORIS_CHECK(page_filtered_rows <= rows); + const int64_t record_reader_skip_rows = rows - page_filtered_rows; + RETURN_IF_ERROR(skip_records(record_reader_skip_rows)); + advance_rows_read(rows); + return Status::OK(); +} + +// 嵌套协议的 load 阶段：调用 ParquetLeafReader::read_nested_batch()。 +// +// 关键参数 materialized_slot_definition_level： +// Nullable 标量叶子需要为 NULL 占位符也保留 value slot。 +// 如果 _type->is_nullable()，将 slot threshold 降低 1 级（_definition_level - 1）， +// 这样即使 def_level < _definition_level（即 NULL）的 slot 也会有一个 value index。 +// The value index stream must advance on those null slots, otherwise later payload values shift. +Status ScalarColumnReader::load_nested_batch(int64_t rows) { + DORIS_CHECK(_nested_batch != nullptr); + reset_nested_build_level_cursor(); + const int16_t materialized_slot_definition_level = + static_cast(_definition_level - (_type->is_nullable() ? 1 : 0)); + RETURN_IF_ERROR(leaf_reader().read_nested_batch(rows, materialized_slot_definition_level, + _nested_batch.get(), _repetition_level)); + advance_rows_read(_nested_batch->records_read); + update_reader_read_rows(_nested_batch->records_read); + return Status::OK(); +} + +Status ScalarColumnReader::build_nested_column(int64_t length_upper_bound, MutableColumnPtr& column, + int64_t* values_read) { + if (column.get() == nullptr || values_read == nullptr) { + return Status::InvalidArgument("Invalid parquet nested scalar build result for column {}", + _name); + } + DORIS_CHECK(_nested_batch != nullptr); + ParquetNestedScalarValueCursor value_cursor(_nested_batch.get()); + const int16_t materialized_slot_definition_level = _nested_batch->value_slot_definition_level; + *values_read = 0; + int64_t level_idx = nested_build_level_cursor(); + while (level_idx < _nested_batch->levels_written && *values_read < length_upper_bound) { + const int64_t current_level_idx = level_idx; + const int16_t def_level = _nested_batch->def_levels[current_level_idx]; + const int16_t rep_level = _nested_batch->rep_levels[current_level_idx]; + ++level_idx; + if (def_level < materialized_slot_definition_level || rep_level > _repetition_level) { + continue; + } + if (def_level == _definition_level) { + RETURN_IF_ERROR(append_scalar_batch_value(*this, *_nested_batch, current_level_idx, + &value_cursor, column)); + } else { + if (!_type->is_nullable() && def_level >= _nullable_definition_level) { + return Status::Corruption( + "Parquet scalar column {} contains null for non-nullable field", _name); + } + column->insert_default(); + } + ++*values_read; + } + set_nested_build_level_cursor(level_idx); + return Status::OK(); +} + +Status ScalarColumnReader::append_nested_value(int64_t level_idx, MutableColumnPtr& column) const { + if (column.get() == nullptr) { + return Status::InvalidArgument("Invalid parquet nested scalar append result for column {}", + _name); + } + DORIS_CHECK(_nested_batch != nullptr); + DORIS_CHECK(level_idx >= 0); + DORIS_CHECK(level_idx < _nested_batch->levels_written); + ParquetNestedScalarValueCursor value_cursor(_nested_batch.get()); + const int16_t def_level = _nested_batch->def_levels[level_idx]; + if (def_level == _definition_level) { + return append_scalar_batch_value(*this, *_nested_batch, level_idx, &value_cursor, column); + } + if (!_type->is_nullable()) { + return Status::Corruption("Parquet MAP column {} contains null for non-nullable value", + _name); + } + column->insert_default(); + return Status::OK(); +} + +const std::vector& ScalarColumnReader::nested_definition_levels() const { + DORIS_CHECK(_nested_batch != nullptr); + return _nested_batch->def_levels; +} + +const std::vector& ScalarColumnReader::nested_repetition_levels() const { + DORIS_CHECK(_nested_batch != nullptr); + return _nested_batch->rep_levels; +} + +int64_t ScalarColumnReader::nested_levels_written() const { + DORIS_CHECK(_nested_batch != nullptr); + return _nested_batch->levels_written; +} + +bool ScalarColumnReader::is_or_has_repeated_child() const { + return _repetition_level > 0; +} + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/reader/scalar_column_reader.h b/be/src/format_v2/parquet/reader/scalar_column_reader.h new file mode 100644 index 00000000000000..24131377b60a16 --- /dev/null +++ b/be/src/format_v2/parquet/reader/scalar_column_reader.h @@ -0,0 +1,108 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include + +#include "format_v2/parquet/parquet_type.h" +#include "format_v2/parquet/reader/column_reader.h" +#include "format_v2/parquet/reader/parquet_leaf_reader.h" + +namespace parquet { +class ColumnDescriptor; + +namespace internal { +class RecordReader; +} // namespace internal +} // namespace parquet + +namespace cctz { +class time_zone; +} // namespace cctz + +namespace doris::format::parquet { + +struct ScalarColumnReaderTestAccess; + +// 基本类型列的读取器，直接持有 Arrow RecordReader 并通过 ParquetLeafReader 读写值。 +// +// 这是所有 ColumnReader 中唯一直接与 Arrow RecordReader 交互的 reader。 +// 它同时服务于两种场景： +// 1. 顶层平铺列（如 SELECT id, name FROM t）→ 通过 read()/skip()/select() +// 2. 复杂类型内部的叶子（如 MAP 的 key/value、LIST 的 element）→ 通过嵌套协议 +// load_nested_batch() / build_nested_column() +// +// MapColumnReader 被声明为 friend，因为它需要直接访问 descriptor() 和 leaf_reader() +// 来读取 key 列的 values 用于 entry 存在性校验。 +class ScalarColumnReader final : public ParquetColumnReader { + friend class MapColumnReader; + friend struct ScalarColumnReaderTestAccess; + +public: + ScalarColumnReader(const ParquetColumnSchema& column_schema, + std::shared_ptr<::parquet::internal::RecordReader> record_reader, + const ParquetPageSkipPlan* page_skip_plan = nullptr, + const cctz::time_zone* timezone = nullptr, bool enable_strict_mode = false, + ParquetColumnReaderProfile profile = {}); + ~ScalarColumnReader() override; + + // ========== ① 平铺读取 ========== + + Status read(int64_t rows, MutableColumnPtr& column, int64_t* rows_read) override; + Status skip(int64_t rows) override; + + // ========== ② 嵌套协议 ========== + + Status load_nested_batch(int64_t rows) override; + Status build_nested_column(int64_t length_upper_bound, MutableColumnPtr& column, + int64_t* values_read) override; + const std::vector& nested_definition_levels() const override; + const std::vector& nested_repetition_levels() const override; + int64_t nested_levels_written() const override; + bool is_or_has_repeated_child() const override; + +private: + // 将嵌套 batch 中单个 level_idx 对应的值写入目标 column。 + // 被 MapColumnReader 用来逐个填充 value。 + Status append_nested_value(int64_t level_idx, MutableColumnPtr& column) const; + + const ::parquet::ColumnDescriptor* descriptor() const { return _descriptor; } + + // 创建临时 ParquetLeafReader。每次调用都创建新实例（轻量级，只持有 shared_ptr）。 + ParquetLeafReader leaf_reader() const { + return ParquetLeafReader(_descriptor, _type_descriptor, _type, _name, _record_reader, + _profile, _timezone, _enable_strict_mode); + } + + void advance_rows_read(int64_t rows); + Status skip_records(int64_t rows); + // 计算 page skip 优化下当前 batch 内可以通过 page skip 跳过的行数。 + int64_t page_filtered_rows_to_skip(int64_t rows) const; + + const ::parquet::ColumnDescriptor* _descriptor = nullptr; // Arrow 列描述符 + ParquetTypeDescriptor _type_descriptor; // 类型编码信息 + std::shared_ptr<::parquet::internal::RecordReader> _record_reader; // Arrow 物理列读取器 + const ParquetPageSkipPlan* _page_skip_plan = nullptr; // page index 裁剪结果（可为 nullptr） + const cctz::time_zone* _timezone = nullptr; // 时区 + bool _enable_strict_mode = false; // 严格模式 + int64_t _row_group_rows_read = 0; // 当前 RG 已读行数（游标） + std::unique_ptr _nested_batch; // 嵌套读取的中间结果 +}; + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/reader/struct_column_reader.cpp b/be/src/format_v2/parquet/reader/struct_column_reader.cpp new file mode 100644 index 00000000000000..ae372afb973270 --- /dev/null +++ b/be/src/format_v2/parquet/reader/struct_column_reader.cpp @@ -0,0 +1,270 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/parquet/reader/struct_column_reader.h" + +#include +#include +#include +#include + +#include "core/column/column_struct.h" +#include "format_v2/parquet/reader/nested_column_materializer.h" +#include "format_v2/parquet/reader/scalar_column_reader.h" + +namespace doris::format::parquet { + +// 选择提供 shape 信息的子 reader：返回第一个非 repeated 的子 reader。 +// 如果所有子 reader 都是 repeated 的，返回第一个子 reader。 +// shape source 的 def/rep levels 决定 struct 的 null 状态和嵌套边界。 +ParquetColumnReader* StructColumnReader::shape_source_reader() const { + for (const auto& child : _children) { + auto* child_reader = child.get(); + DORIS_CHECK(child_reader != nullptr); + if (!child_reader->is_or_has_repeated_child()) { + return child_reader; + } + } + if (_children.empty()) { + return nullptr; + } + return _children[0].get(); +} + +Status StructColumnReader::advance_child_past_null_parent(ParquetColumnReader* child_reader, + int64_t parent_level_idx) const { + DORIS_CHECK(child_reader != nullptr); + const int64_t next_child_cursor = parent_level_idx + 1; + if (auto* scalar_child = dynamic_cast(child_reader)) { + if (next_child_cursor > scalar_child->nested_levels_written()) { + return Status::Corruption( + "Parquet STRUCT child {} ended before null parent row in column {}", + scalar_child->name(), _name); + } + scalar_child->set_nested_build_level_cursor( + std::max(scalar_child->nested_build_level_cursor(), next_child_cursor)); + return Status::OK(); + } + if (auto* struct_child = dynamic_cast(child_reader); + struct_child != nullptr && !struct_child->is_or_has_repeated_child()) { + if (next_child_cursor > struct_child->nested_levels_written()) { + return Status::Corruption( + "Parquet STRUCT child {} ended before null parent row in column {}", + struct_child->name(), _name); + } + struct_child->set_nested_build_level_cursor( + std::max(struct_child->nested_build_level_cursor(), next_child_cursor)); + for (auto& grandchild : struct_child->_children) { + RETURN_IF_ERROR(struct_child->advance_child_past_null_parent(grandchild.get(), + parent_level_idx)); + } + return Status::OK(); + } + + int64_t child_cursor = child_reader->nested_build_level_cursor(); + const auto& child_rep_levels = child_reader->nested_repetition_levels(); + const int64_t child_levels_written = child_reader->nested_levels_written(); + while (child_cursor < child_levels_written) { + const int16_t child_rep_level = child_rep_levels[child_cursor]; + ++child_cursor; + if (!child_reader->is_or_has_repeated_child() || child_rep_level <= _repetition_level) { + break; + } + } + child_reader->set_nested_build_level_cursor(child_cursor); + return Status::OK(); +} + +Status StructColumnReader::read(int64_t rows, MutableColumnPtr& column, int64_t* rows_read) { + RETURN_IF_ERROR(load_nested_batch(rows)); + return build_nested_column(rows, column, rows_read); +} + +Status StructColumnReader::skip(int64_t rows) { + if (rows <= 0) { + return Status::OK(); + } + auto scratch_column = _type->create_column(); + RETURN_IF_ERROR(load_nested_batch(rows)); + int64_t rows_read = 0; + RETURN_IF_ERROR(build_nested_column(rows, scratch_column, &rows_read)); + if (rows_read != rows) { + return Status::Corruption("Failed to skip parquet STRUCT column {}: skipped {} of {} rows", + _name, rows_read, rows); + } + update_reader_skip_rows(rows); + return Status::OK(); +} + +Status StructColumnReader::load_nested_batch(int64_t rows) { + reset_nested_build_level_cursor(); + for (auto& child_reader : _children) { + DORIS_CHECK(child_reader != nullptr); + RETURN_IF_ERROR(child_reader->load_nested_batch(rows)); + } + return Status::OK(); +} + +// STRUCT 的嵌套构建核心逻辑： +// +// 整体策略：STRUCT 拥有行对齐责任。子 reader 只消费 STRUCT 非 NULL 父行的 level stream， +// NULL 父行为所有子列填充 default 占位符。 +// +// 流程： +// 1. 从 shape_source_reader 的 def/rep levels 解析 struct 的 null 状态， +// 构建 parent_nulls[] 和 parent_level_indices[]。 +// 2. 遍历所有子 reader，按 parent_nulls 分批次调用子 reader 的 build_nested_column()： +// - 连续的非 NULL 父行 → 批量 build（如 100 个 present → build 100 个子列行） +// - NULL 父行 → 子列 insert_default()，并推进子 reader 的游标跳过该 NULL slot +// 3. 将 parent_nulls 写入 struct 外层 ColumnNullable 的 null_map。 +// +// 对于 NULL 父行下 ScalarColumnReader 子列的特殊处理： +// Scalar 子列的 level stream 中 NULL struct parent 也占一个 slot（但低于 value threshold）， +// 需要将子 cursor 精确推进到 parent_level_idx + 1 以跳过该 slot。 +Status StructColumnReader::build_nested_column(int64_t length_upper_bound, MutableColumnPtr& column, + int64_t* values_read) { + if (column.get() == nullptr || values_read == nullptr) { + return Status::InvalidArgument("Invalid parquet struct build result pointer for column {}", + _name); + } + if (_children.empty()) { + column->resize(column->size() + static_cast(length_upper_bound)); + *values_read = length_upper_bound; + return Status::OK(); + } + auto* struct_column = struct_column_from_output(column); + DORIS_CHECK(struct_column != nullptr); + auto* parent_null_map = null_map_from_nullable_output(column); + auto* shape_reader = shape_source_reader(); + DORIS_CHECK(shape_reader != nullptr); + const auto& def_levels = shape_reader->nested_definition_levels(); + const auto& rep_levels = shape_reader->nested_repetition_levels(); + const int64_t levels_written = shape_reader->nested_levels_written(); + + NullMap parent_nulls; + std::vector parent_level_indices; + *values_read = 0; + int64_t level_idx = nested_build_level_cursor(); + while (level_idx < levels_written) { + const int64_t current_level_idx = level_idx; + const int16_t def_level = def_levels[level_idx]; + const int16_t rep_level = rep_levels[level_idx]; + const bool starts_parent = + !shape_reader->is_or_has_repeated_child() || rep_level <= _repetition_level; + if (starts_parent && *values_read >= length_upper_bound) { + break; + } + ++level_idx; + if (def_level < _repeated_ancestor_definition_level) { + continue; + } + if (shape_reader->is_or_has_repeated_child() && rep_level > _repetition_level) { + continue; + } + const bool parent_is_null = def_level < _nullable_definition_level; + if (parent_is_null && parent_null_map == nullptr) { + return Status::Corruption( + "Parquet STRUCT column {} contains null for non-nullable struct", _name); + } + parent_nulls.push_back(parent_is_null); + parent_level_indices.push_back(current_level_idx); + ++*values_read; + } + set_nested_build_level_cursor(level_idx); + + std::vector child_columns; + child_columns.reserve(struct_column->get_columns().size()); + for (size_t child_idx = 0; child_idx < struct_column->get_columns().size(); ++child_idx) { + child_columns.push_back(struct_column->get_column_ptr(child_idx)->assert_mutable()); + } + for (size_t child_idx = 0; child_idx < _children.size(); ++child_idx) { + const int output_idx = _child_output_indices[child_idx]; + if (output_idx < 0) { + continue; + } + // STRUCT owns row alignment. Child readers consume only present parent rows from their + // level streams; null STRUCT parents become default placeholders in every child column. + // This mirrors Arrow's separation between struct validity and child array materialization, + // and avoids asking scalar/list/map children to invent values for an absent parent. + int64_t pending_present_rows = 0; + int64_t total_child_rows = 0; + auto flush_present_rows = [&]() -> Status { + if (pending_present_rows == 0) { + return Status::OK(); + } + int64_t child_rows = 0; + RETURN_IF_ERROR(_children[child_idx]->build_nested_column( + pending_present_rows, child_columns[output_idx], &child_rows)); + if (child_rows != pending_present_rows) { + return Status::Corruption( + "Parquet STRUCT child {} built {} rows, expected {} for column {}", + _children[child_idx]->name(), child_rows, pending_present_rows, _name); + } + total_child_rows += child_rows; + pending_present_rows = 0; + return Status::OK(); + }; + for (size_t parent_idx = 0; parent_idx < parent_nulls.size(); ++parent_idx) { + const auto parent_is_null = parent_nulls[parent_idx]; + if (!parent_is_null) { + ++pending_present_rows; + continue; + } + RETURN_IF_ERROR(flush_present_rows()); + child_columns[output_idx]->insert_default(); + RETURN_IF_ERROR(advance_child_past_null_parent(_children[child_idx].get(), + parent_level_indices[parent_idx])); + ++total_child_rows; + } + RETURN_IF_ERROR(flush_present_rows()); + if (total_child_rows != *values_read) { + return Status::Corruption( + "Parquet STRUCT child {} built {} rows, expected {} for column {}", + _children[child_idx]->name(), total_child_rows, *values_read, _name); + } + } + for (size_t child_idx = 0; child_idx < child_columns.size(); ++child_idx) { + struct_column->get_column_ptr(child_idx) = std::move(child_columns[child_idx]); + } + append_parent_nulls(parent_null_map, parent_nulls); + return Status::OK(); +} + +const std::vector& StructColumnReader::nested_definition_levels() const { + auto* shape_reader = shape_source_reader(); + DORIS_CHECK(shape_reader != nullptr); + return shape_reader->nested_definition_levels(); +} + +const std::vector& StructColumnReader::nested_repetition_levels() const { + auto* shape_reader = shape_source_reader(); + DORIS_CHECK(shape_reader != nullptr); + return shape_reader->nested_repetition_levels(); +} + +int64_t StructColumnReader::nested_levels_written() const { + auto* shape_reader = shape_source_reader(); + DORIS_CHECK(shape_reader != nullptr); + return shape_reader->nested_levels_written(); +} + +bool StructColumnReader::is_or_has_repeated_child() const { + auto* shape_reader = shape_source_reader(); + return shape_reader != nullptr && shape_reader->is_or_has_repeated_child(); +} + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/reader/struct_column_reader.h b/be/src/format_v2/parquet/reader/struct_column_reader.h new file mode 100644 index 00000000000000..3fd324a9847533 --- /dev/null +++ b/be/src/format_v2/parquet/reader/struct_column_reader.h @@ -0,0 +1,76 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include +#include +#include +#include + +#include "format_v2/parquet/parquet_column_schema.h" +#include "format_v2/parquet/reader/column_reader.h" + +namespace doris::format::parquet { + +// STRUCT 列的读取器，持有多个子 reader 并按需协调读取。 +// +// 实现策略：平铺读取和嵌套协议都委托给子 reader 完成。 +// - read(): 分别让每个被 projected 的子 reader 读取对应行数，组装 ColumnStruct。 +// 如果子 reader 自身是复杂类型（如 LIST inside STRUCT），递归调用其 read()。 +// - 嵌套协议：选择一个 shape source reader（第一个包含足够 level 信息的子 reader）， +// 从它读取 def/rep levels 来确定 struct 的 null 状态，然后让所有子 reader 同步构建。 +// +// _child_output_indices 用于部分 projection 场景： +// 例如 STRUCT 只读 a 和 c， +// 则 _children = [a_reader, c_reader], _child_output_indices = [0, 2]。 +// build_nested_column 时按 indices 将子列写入 ColumnStruct 的正确位置。 +class StructColumnReader final : public ParquetColumnReader { +public: + StructColumnReader(const ParquetColumnSchema& schema, DataTypePtr type, + std::vector> children, + std::vector child_output_indices, + ParquetColumnReaderProfile profile = {}) + : ParquetColumnReader(schema, type, profile), + _children(std::move(children)), + _child_output_indices(std::move(child_output_indices)) { + DCHECK_EQ(_children.size(), _child_output_indices.size()); + } + + Status read(int64_t rows, MutableColumnPtr& column, int64_t* rows_read) override; + Status skip(int64_t rows) override; + Status load_nested_batch(int64_t rows) override; + Status build_nested_column(int64_t length_upper_bound, MutableColumnPtr& column, + int64_t* values_read) override; + const std::vector& nested_definition_levels() const override; + const std::vector& nested_repetition_levels() const override; + int64_t nested_levels_written() const override; + bool is_or_has_repeated_child() const override; + +private: + // 选择提供 shape 信息的子 reader（第一个非空或包含 repeated 子节点的 reader）。 + // shape source 的 def/rep levels 用于确定 struct 的 null 状态和嵌套边界。 + ParquetColumnReader* shape_source_reader() const; + Status advance_child_past_null_parent(ParquetColumnReader* child_reader, + int64_t parent_level_idx) const; + + std::vector> _children; // 被 projected 的子 reader 列表 + std::vector _child_output_indices; // 子 reader → struct 输出位置的映射 +}; + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/parquet/selection_vector.h b/be/src/format_v2/parquet/selection_vector.h new file mode 100644 index 00000000000000..8d2794d1df1345 --- /dev/null +++ b/be/src/format_v2/parquet/selection_vector.h @@ -0,0 +1,176 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include +#include +#include + +#include "common/check.h" +#include "common/status.h" + +namespace doris::format::parquet { + +struct RowRange { + int64_t start = 0; + int64_t length = 0; +}; + +struct ParquetPageSkipPlan { + int leaf_column_id = -1; + // Page ordinal is the data-page ordinal in the column chunk. It intentionally excludes + // dictionary pages, matching Arrow PageReader::set_data_page_filter(). + std::vector skipped_pages; + std::vector skipped_page_compressed_sizes; + // Row ranges covered by skipped data pages. ScalarColumnReader uses these ranges to avoid + // calling RecordReader::SkipRecords() again for pages already skipped by Arrow. + std::vector skipped_ranges; + + bool empty() const { return skipped_ranges.empty(); } + + bool should_skip_page(size_t page_idx) const { + return page_idx < skipped_pages.size() && skipped_pages[page_idx] != 0; + } + + int64_t skipped_page_compressed_size(size_t page_idx) const { + DCHECK_LT(page_idx, skipped_page_compressed_sizes.size()); + return skipped_page_compressed_sizes[page_idx]; + } +}; + +// 批次内选中行的行号视图，类似 DuckDB 的 SelectionVector。 +// +// 用途：在 late materialization 中，predicate 列全量读取后执行 conjuncts， +// 生成 SelectionVector 标记哪些行命中。Non-predicate 列再通过 select() 只读命中行。 +// +// 两种模式： +// - 未绑定 data (_data == nullptr)：identity selection，get_index(i) == i +// - 已绑定 data：_data[i] 是第 i 个选中行的 batch 内行号 +// +// selection_to_ranges() 将选中的行号合并为连续的 RowRange 列表， +// 供 ColumnReader 做 range-based skip + read。 +class SelectionVector { +public: + using Index = uint16_t; + + SelectionVector() = default; + + explicit SelectionVector(size_t count) { resize(count); } + + SelectionVector(Index* data, size_t count) { initialize(data, count); } + + void initialize(Index* data, size_t count) { + _owned.clear(); + _data = data; + _size = count; + } + + void resize(size_t count) { + _owned.resize(count); + _data = _owned.data(); + _size = count; + for (size_t idx = 0; idx < count; ++idx) { + _data[idx] = static_cast(idx); + } + } + + void clear() { + _owned.clear(); + _data = nullptr; + _size = 0; + } + + size_t size() const { return _size; } + + bool is_set() const { return _data != nullptr; } + + Index* data() { return _data; } + + const Index* data() const { return _data; } + + size_t get_index(size_t idx) const { + if (_data == nullptr) { + return idx; + } + return _data[idx]; + } + + void set_index(size_t idx, Index value) { _data[idx] = value; } + + Status verify(size_t count, int64_t batch_rows) const { + if (batch_rows < 0) { + return Status::InvalidArgument("Negative parquet selection batch rows {}", batch_rows); + } + if (std::cmp_greater(count, batch_rows)) { + return Status::InvalidArgument("Parquet selection count {} exceeds batch rows {}", + count, batch_rows); + } + if (_data != nullptr && count > _size) { + return Status::InvalidArgument("Parquet selection count {} exceeds vector size {}", + count, _size); + } + size_t previous = 0; + for (size_t idx = 0; idx < count; ++idx) { + const size_t current = get_index(idx); + if (std::cmp_greater_equal(current, batch_rows)) { + return Status::InvalidArgument( + "Parquet selection index {} out of range [0, {}) at position {}", current, + batch_rows, idx); + } + if (idx > 0 && current <= previous) { + return Status::InvalidArgument( + "Parquet selection index {} is not strictly greater than previous {} at " + "position {}", + current, previous, idx); + } + previous = current; + } + return Status::OK(); + } + +private: + std::vector _owned; + Index* _data = nullptr; + size_t _size = 0; +}; + +inline std::vector selection_to_ranges(const SelectionVector& selection, + uint16_t selected_rows) { + std::vector ranges; + if (selected_rows == 0) { + return ranges; + } + + int64_t range_start = selection.get_index(0); + int64_t previous = selection.get_index(0); + for (uint16_t selection_idx = 1; selection_idx < selected_rows; ++selection_idx) { + const int64_t current = selection.get_index(selection_idx); + if (current == previous + 1) { + previous = current; + continue; + } + ranges.push_back(RowRange {.start = range_start, .length = previous - range_start + 1}); + range_start = current; + previous = current; + } + ranges.push_back(RowRange {.start = range_start, .length = previous - range_start + 1}); + return ranges; +} + +} // namespace doris::format::parquet diff --git a/be/src/format_v2/schema_projection.cpp b/be/src/format_v2/schema_projection.cpp new file mode 100644 index 00000000000000..342f4c91898c92 --- /dev/null +++ b/be/src/format_v2/schema_projection.cpp @@ -0,0 +1,147 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/schema_projection.h" + +#include +#include +#include + +#include "core/assert_cast.h" +#include "core/data_type/data_type_array.h" +#include "core/data_type/data_type_map.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_struct.h" + +namespace doris::format { +namespace { + +// Rebuild the complex DataType for one already-pruned semantic ColumnDefinition node. +// +// The caller has already matched the projection against ColumnDefinition::children and preserved +// the file-local child order. This helper only mirrors those projected semantic children into the +// node type. It intentionally does not understand physical format wrappers. In particular, a MAP +// node is expected to have semantic children [key, value], even if the underlying format stores a +// wrapper such as Parquet key_value/entry. +Status rebuild_semantic_projected_type(const DataTypePtr& original_type, + const std::vector& projected_children, + DataTypePtr* projected_type) { + DORIS_CHECK(original_type != nullptr); + DORIS_CHECK(projected_type != nullptr); + + DataTypePtr nested_projected_type; + const auto primitive_type = remove_nullable(original_type)->get_primitive_type(); + switch (primitive_type) { + case TYPE_STRUCT: { + DataTypes child_types; + Strings child_names; + child_types.reserve(projected_children.size()); + child_names.reserve(projected_children.size()); + for (const auto& child : projected_children) { + child_types.push_back(child.type); + child_names.push_back(child.name); + } + nested_projected_type = std::make_shared(child_types, child_names); + break; + } + case TYPE_ARRAY: + DORIS_CHECK(projected_children.size() == 1); + nested_projected_type = std::make_shared(projected_children[0].type); + break; + case TYPE_MAP: { + DORIS_CHECK(remove_nullable(original_type)->get_primitive_type() == TYPE_MAP); + const auto* original_map_type = + assert_cast(remove_nullable(original_type).get()); + DataTypePtr key_type = original_map_type->get_key_type(); + DataTypePtr value_type; + for (const auto& child : projected_children) { + // Partial MAP projection only prunes the value subtree. The key stream must remain + // complete because it defines entry existence and offsets when materializing ColumnMap; + // the projected DataTypeMap also preserves the original key type instead of rebuilding + // it from children. If a caller includes key in the semantic child list, ignore it + // here; the presence of a value child still decides the projected value shape. + if (child.file_local_id() == 0 || child.name == "key") { + continue; + } + if (child.file_local_id() == 1 || child.name == "value") { + value_type = child.type; + } + } + if (value_type == nullptr) { + return Status::NotSupported("MAP projection for type {} contains no value child", + original_type->get_name()); + } + nested_projected_type = std::make_shared(key_type, value_type); + break; + } + default: + return Status::InvalidArgument("Cannot project children from non-complex type {}", + original_type->get_name()); + } + + *projected_type = original_type->is_nullable() ? make_nullable(nested_projected_type) + : nested_projected_type; + return Status::OK(); +} + +} // namespace + +Status project_column_definition(const ColumnDefinition& field, const LocalColumnIndex& projection, + ColumnDefinition* projected_field) { + if (projected_field == nullptr) { + return Status::InvalidArgument("projected_field is null"); + } + *projected_field = field; + if (projection.project_all_children || projection.children.empty()) { + return Status::OK(); + } + + projected_field->children.clear(); + for (const auto& child_projection : projection.children) { + if (child_projection.local_id() == -1) { + return Status::InvalidArgument("Empty projection path for field {}", field.name); + } + const auto child_it = + std::ranges::find_if(field.children, [&](const ColumnDefinition& child) { + return child.file_local_id() == child_projection.local_id(); + }); + if (child_it == field.children.end()) { + return Status::InvalidArgument("Invalid projection child id {} for field {}", + child_projection.local_id(), field.name); + } + } + for (const auto& child : field.children) { + const auto child_projection_it = + std::ranges::find_if(projection.children, [&](const LocalColumnIndex& child_proj) { + return child_proj.local_id() == child.file_local_id(); + }); + if (child_projection_it == projection.children.end()) { + continue; + } + ColumnDefinition projected_child; + RETURN_IF_ERROR(project_column_definition(child, *child_projection_it, &projected_child)); + projected_field->children.push_back(std::move(projected_child)); + } + if (projected_field->children.empty()) { + return Status::NotSupported("Projection for field {} contains no children", field.name); + } + + return rebuild_semantic_projected_type(field.type, projected_field->children, + &projected_field->type); +} + +} // namespace doris::format diff --git a/be/src/format_v2/schema_projection.h b/be/src/format_v2/schema_projection.h new file mode 100644 index 00000000000000..c2125d66931631 --- /dev/null +++ b/be/src/format_v2/schema_projection.h @@ -0,0 +1,57 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include "common/status.h" +#include "format_v2/file_reader.h" + +namespace doris::format { + +// Build a projected file-local semantic schema node from a full schema node and a nested +// LocalColumnIndex projection. +// +// This module is deliberately about semantic ColumnDefinition trees, not physical file-format +// trees. FileReader::get_schema() returns file-local columns after type conversion to Doris +// DataType, and their children must follow Doris semantics: +// +// STRUCT children = fields +// ARRAY children = [element] +// MAP children = [key, value] +// +// Format-specific wrappers, such as Parquet MAP key_value/entry nodes, are intentionally hidden +// from this API. A format reader that needs those wrappers for its physical reader tree should +// translate the semantic projection back to its physical layout internally. +// +// The function does three things: +// - Copies `field` metadata to `projected_field`. +// - Recursively prunes children according to `projection.children`, matching children by +// ColumnDefinition::file_local_id() rather than vector ordinal. The root projection id is not +// interpreted here because the caller has already selected `field`. +// - Rebuilds the node DataType from the projected semantic children so the returned definition is +// self-consistent. STRUCT uses projected child names/types, ARRAY uses the projected element +// type, and MAP preserves the original key type while rebuilding the projected value type. +// +// A full projection copies `field` unchanged. Partial MAP projection only uses the value child for +// type rebuilding. MAP is materialized as offsets + keys + values, so the reader must still read +// the complete key stream to build entry shape and offsets. If the semantic projection includes +// the key child, it is ignored here; key-only MAP projections are rejected because they do not +// define a value shape. +Status project_column_definition(const ColumnDefinition& field, const LocalColumnIndex& projection, + ColumnDefinition* projected_field); + +} // namespace doris::format diff --git a/be/src/format_v2/table/hive_reader.cpp b/be/src/format_v2/table/hive_reader.cpp new file mode 100644 index 00000000000000..ad4b75b00856ea --- /dev/null +++ b/be/src/format_v2/table/hive_reader.cpp @@ -0,0 +1,148 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/table/hive_reader.h" + +#include + +#include "common/consts.h" +#include "format_v2/column_mapper.h" +#include "format_v2/file_reader.h" +#include "runtime/runtime_state.h" + +namespace doris::format::hive { +namespace { + +TFileFormatType::type format_type_from_context(const format::ProjectedColumnBuildContext& context) { + DORIS_CHECK(context.scan_params != nullptr); + if (context.range != nullptr && context.range->__isset.format_type) { + return context.range->format_type; + } + return context.scan_params->format_type; +} + +bool use_column_position_mapping(const format::ProjectedColumnBuildContext& context) { + if (context.runtime_state == nullptr || context.scan_params == nullptr) { + return false; + } + switch (format_type_from_context(context)) { + case TFileFormatType::FORMAT_PARQUET: + return !context.runtime_state->query_options().hive_parquet_use_column_names; + default: + return false; + } +} + +bool is_file_column_position_slot(const TFileScanSlotInfo& slot_info, + const std::string& column_name) { + if (column_name.starts_with(BeConsts::GLOBAL_ROWID_COL) || + column_name == BeConsts::ICEBERG_ROWID_COL) { + return false; + } + if (slot_info.__isset.is_file_slot) { + return slot_info.is_file_slot; + } + return !slot_info.__isset.category || slot_info.category != TColumnCategory::PARTITION_KEY; +} + +} // namespace + +Status HiveReader::init(format::TableReadOptions&& options) { + const format::FileFormat file_format = options.format; + RETURN_IF_ERROR(format::TableReader::init(std::move(options))); + + // Hive-specific behavior: choose the column matching mode based on file format and the + // matching session variable. + // - hive_orc_use_column_names / hive_parquet_use_column_names == true + // => BY_NAME (modern Hive default, match by column name) + // - those options == false + // => BY_INDEX (mainly for Hive1 ORC `_col0` / `_col1`, match by top-level position; + // Parquet exposes the same switch for consistency) + // The base init path does not accept file-format-specific mapper configuration, so the mapper + // must be replaced here after the base initialization completes. + DORIS_CHECK(_runtime_state != nullptr); + const auto& query_options = _runtime_state->query_options(); + bool use_column_names = true; + if (file_format == format::FileFormat::ORC) { + use_column_names = query_options.hive_orc_use_column_names; + } else if (file_format == format::FileFormat::PARQUET) { + use_column_names = query_options.hive_parquet_use_column_names; + } else if (file_format == format::FileFormat::CSV || file_format == format::FileFormat::TEXT || + file_format == format::FileFormat::JSON) { + // Hive CSV/TEXT/JSON readers synthesize a file-local schema from FE-provided file slots + // because these formats do not carry embedded column names or field ids. The scan params' + // format-specific attributes still tell the physical reader how to read values, while the + // table-level mapper can safely match the synthesized file schema by table column name. + use_column_names = true; + } else { + return Status::NotSupported("HiveReader does not support file reader format {}", + file_format); + } + + _mode = use_column_names ? format::TableColumnMappingMode::BY_NAME + : format::TableColumnMappingMode::BY_INDEX; + return Status::OK(); +} + +Status HiveReader::annotate_projected_column(const TFileScanSlotInfo& slot_info, + format::ProjectedColumnBuildContext* context, + format::ColumnDefinition* column) const { + RETURN_IF_ERROR(format::TableReader::annotate_projected_column(slot_info, context, column)); + DORIS_CHECK(context != nullptr); + DORIS_CHECK(column != nullptr); + if (!use_column_position_mapping(*context) || + !is_file_column_position_slot(slot_info, column->name)) { + return Status::OK(); + } + const auto* scan_params = context->scan_params; + DORIS_CHECK(scan_params != nullptr); + if (!scan_params->__isset.column_idxs || + context->next_file_column_idx >= scan_params->column_idxs.size()) { + return Status::InvalidArgument( + "Hive positional column mapping is missing file index for column '{}', " + "required file slot ordinal={}, column_idxs_size={}", + column->name, context->next_file_column_idx, + scan_params->__isset.column_idxs ? scan_params->column_idxs.size() : 0); + } + const auto file_index = scan_params->column_idxs[context->next_file_column_idx]; + if (file_index < 0) { + return Status::InvalidArgument( + "Hive positional column mapping has negative file index {} for column '{}'", + file_index, column->name); + } + column->identifier = Field::create_field(file_index); + ++context->next_file_column_idx; + return Status::OK(); +} + +Status HiveReader::validate_projected_columns( + const format::ProjectedColumnBuildContext& context) const { + if (!use_column_position_mapping(context)) { + return Status::OK(); + } + DORIS_CHECK(context.scan_params != nullptr); + if (context.scan_params->__isset.column_idxs && + context.next_file_column_idx != context.scan_params->column_idxs.size()) { + return Status::InvalidArgument( + "Hive positional column mapping has unused file indexes: consumed={}, " + "column_idxs_size={}", + context.next_file_column_idx, context.scan_params->column_idxs.size()); + } + return Status::OK(); +} + +} // namespace doris::format::hive diff --git a/be/src/format_v2/table/hive_reader.h b/be/src/format_v2/table/hive_reader.h new file mode 100644 index 00000000000000..308bb242c8cf21 --- /dev/null +++ b/be/src/format_v2/table/hive_reader.h @@ -0,0 +1,42 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include "common/status.h" +#include "format_v2/table_reader.h" + +namespace doris::format::hive { + +class HiveReader final : public format::TableReader { +public: + ENABLE_FACTORY_CREATOR(HiveReader); + ~HiveReader() final = default; + + Status init(format::TableReadOptions&& options) override; + format::TableColumnMappingMode mapping_mode() const override { return _mode; } + Status annotate_projected_column(const TFileScanSlotInfo& slot_info, + format::ProjectedColumnBuildContext* context, + format::ColumnDefinition* column) const override; + Status validate_projected_columns( + const format::ProjectedColumnBuildContext& context) const override; + +private: + format::TableColumnMappingMode _mode = format::TableColumnMappingMode::BY_NAME; +}; + +} // namespace doris::format::hive diff --git a/be/src/format_v2/table/hudi_reader.cpp b/be/src/format_v2/table/hudi_reader.cpp new file mode 100644 index 00000000000000..d76be201067bd7 --- /dev/null +++ b/be/src/format_v2/table/hudi_reader.cpp @@ -0,0 +1,163 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/table/hudi_reader.h" + +#include + +#include "exprs/vexpr_context.h" +#include "format_v2/column_mapper.h" +#include "format_v2/jni/hudi_jni_reader.h" +#include "format_v2/table/schema_history_util.h" +#include "gen_cpp/PlanNodes_types.h" + +namespace doris::format::hudi { + +Status HudiReader::prepare_split(const format::SplitReadOptions& options) { + _split_schema_id = -1; + if (options.current_range.__isset.table_format_params && + options.current_range.table_format_params.__isset.hudi_params && + options.current_range.table_format_params.hudi_params.__isset.schema_id) { + _split_schema_id = options.current_range.table_format_params.hudi_params.schema_id; + } + return format::TableReader::prepare_split(options); +} + +format::TableColumnMappingMode HudiReader::mapping_mode() const { + return format::can_map_by_history_schema(_scan_params, _split_schema_id) + ? format::TableColumnMappingMode::BY_FIELD_ID + : format::TableColumnMappingMode::BY_NAME; +} + +Status HudiReader::annotate_file_schema(std::vector* file_schema) { + DORIS_CHECK(file_schema != nullptr); + if (mapping_mode() != format::TableColumnMappingMode::BY_FIELD_ID) { + return Status::OK(); + } + return format::annotate_file_schema_from_history(_scan_params, _split_schema_id, file_schema); +} + +Status HudiHybridReader::init(format::TableReadOptions&& options) { + return format::TableReader::init(std::move(options)); +} + +Status HudiHybridReader::prepare_split(const format::SplitReadOptions& options) { + RETURN_IF_ERROR(_ensure_current_split_reader(options)); + DORIS_CHECK(_current_split_reader != nullptr); + return _current_split_reader->prepare_split(options); +} + +Status HudiHybridReader::get_block(Block* block, bool* eos) { + DORIS_CHECK(_current_split_reader != nullptr); + return _current_split_reader->get_block(block, eos); +} + +Status HudiHybridReader::close() { + Status close_status = Status::OK(); + if (_native_reader != nullptr) { + close_status = _native_reader->close(); + } + if (_jni_reader != nullptr) { + auto status = _jni_reader->close(); + if (!status.ok() && close_status.ok()) { + close_status = std::move(status); + } + } + _current_split_reader = nullptr; + return close_status; +} + +Status HudiHybridReader::_ensure_current_split_reader(const format::SplitReadOptions& options) { + DORIS_CHECK(_scan_params != nullptr); + if (_is_jni_split(*_scan_params, options.current_range)) { + if (_jni_reader == nullptr) { + _jni_reader = std::make_unique(); + RETURN_IF_ERROR(_init_child_reader(_jni_reader.get(), format::FileFormat::JNI)); + } + _current_split_reader = _jni_reader.get(); + } else { + format::FileFormat file_format; + RETURN_IF_ERROR(_to_file_format(*_scan_params, options.current_range, &file_format)); + if (_native_reader == nullptr) { + _native_reader = format::hudi::HudiReader::create_unique(); + RETURN_IF_ERROR(_init_child_reader(_native_reader.get(), file_format)); + } + _current_split_reader = _native_reader.get(); + } + return Status::OK(); +} + +Status HudiHybridReader::_init_child_reader(format::TableReader* reader, + format::FileFormat file_format) { + DORIS_CHECK(reader != nullptr); + VExprContextSPtrs conjuncts; + RETURN_IF_ERROR(_clone_conjuncts(&conjuncts)); + return reader->init({ + .projected_columns = _projected_columns, + .column_predicates = _table_column_predicates, + .conjuncts = std::move(conjuncts), + .format = file_format, + .scan_params = _scan_params, + .io_ctx = _io_ctx, + .runtime_state = _runtime_state, + .scanner_profile = _scanner_profile, + .push_down_agg_type = _push_down_agg_type, + .condition_cache_digest = _condition_cache_digest, + }); +} + +Status HudiHybridReader::_clone_conjuncts(VExprContextSPtrs* conjuncts) const { + DORIS_CHECK(conjuncts != nullptr); + conjuncts->clear(); + conjuncts->reserve(_conjuncts.size()); + for (const auto& conjunct : _conjuncts) { + VExprSPtr root; + RETURN_IF_ERROR(format::clone_table_expr_tree(conjunct->root(), &root)); + conjuncts->push_back(VExprContext::create_shared(std::move(root))); + } + return Status::OK(); +} + +TFileFormatType::type HudiHybridReader::_range_format_type(const TFileScanRangeParams& params, + const TFileRangeDesc& range) { + return range.__isset.format_type ? range.format_type : params.format_type; +} + +bool HudiHybridReader::_is_jni_split(const TFileScanRangeParams& params, + const TFileRangeDesc& range) { + return _range_format_type(params, range) == TFileFormatType::FORMAT_JNI; +} + +Status HudiHybridReader::_to_file_format(const TFileScanRangeParams& params, + const TFileRangeDesc& range, + format::FileFormat* file_format) { + DORIS_CHECK(file_format != nullptr); + const auto format_type = _range_format_type(params, range); + switch (format_type) { + case TFileFormatType::FORMAT_PARQUET: + *file_format = format::FileFormat::PARQUET; + return Status::OK(); + case TFileFormatType::FORMAT_ORC: + *file_format = format::FileFormat::ORC; + return Status::OK(); + default: + return Status::NotSupported("Unsupported native Hudi file format {}", + to_string(format_type)); + } +} + +} // namespace doris::format::hudi diff --git a/be/src/format_v2/table/hudi_reader.h b/be/src/format_v2/table/hudi_reader.h new file mode 100644 index 00000000000000..aeaaedf6ab6064 --- /dev/null +++ b/be/src/format_v2/table/hudi_reader.h @@ -0,0 +1,78 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include + +#include "format_v2/table_reader.h" + +namespace doris::format::hudi { + +class HudiReader final : public format::TableReader { +public: + ENABLE_FACTORY_CREATOR(HudiReader); + ~HudiReader() final = default; + + Status prepare_split(const format::SplitReadOptions& options) override; + +#ifdef BE_TEST + void TEST_set_scan_params(TFileScanRangeParams* params) { _scan_params = params; } + format::TableColumnMappingMode TEST_mapping_mode() const { return mapping_mode(); } + Status TEST_annotate_file_schema(std::vector* file_schema) { + return annotate_file_schema(file_schema); + } +#endif + +protected: + format::TableColumnMappingMode mapping_mode() const override; + Status annotate_file_schema(std::vector* file_schema) override; + +private: + int64_t _split_schema_id = -1; +}; + +// Hudi MOR scans can contain both JNI splits that need log-file merge semantics and native +// data-file splits without delta logs in the same SplitSource. FileScannerV2 owns one table reader +// for the scanner lifetime, so this reader keeps native and JNI child readers internally and +// dispatches each split to the matching child reader. +class HudiHybridReader final : public format::TableReader { +public: + ~HudiHybridReader() override = default; + + Status init(format::TableReadOptions&& options) override; + Status prepare_split(const format::SplitReadOptions& options) override; + Status get_block(Block* block, bool* eos) override; + Status close() override; + +private: + Status _ensure_current_split_reader(const format::SplitReadOptions& options); + Status _init_child_reader(format::TableReader* reader, format::FileFormat file_format); + Status _clone_conjuncts(VExprContextSPtrs* conjuncts) const; + static TFileFormatType::type _range_format_type(const TFileScanRangeParams& params, + const TFileRangeDesc& range); + static bool _is_jni_split(const TFileScanRangeParams& params, const TFileRangeDesc& range); + static Status _to_file_format(const TFileScanRangeParams& params, const TFileRangeDesc& range, + format::FileFormat* file_format); + + std::unique_ptr _native_reader; // handle native parquet/orc splits + std::unique_ptr _jni_reader; // handle MOR JNI splits + format::TableReader* _current_split_reader = nullptr; +}; + +} // namespace doris::format::hudi diff --git a/be/src/format_v2/table/iceberg_reader.cpp b/be/src/format_v2/table/iceberg_reader.cpp new file mode 100644 index 00000000000000..ccc100f05044cc --- /dev/null +++ b/be/src/format_v2/table/iceberg_reader.cpp @@ -0,0 +1,797 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/table/iceberg_reader.h" + +#include +#include +#include +#include +#include + +#include "common/cast_set.h" +#include "common/consts.h" +#include "core/assert_cast.h" +#include "core/block/block.h" +#include "core/column/column_const.h" +#include "core/column/column_nullable.h" +#include "core/column/column_string.h" +#include "core/column/column_struct.h" +#include "core/column/column_vector.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/define_primitive_type.h" +#include "core/field.h" +#include "exprs/vslot_ref.h" +#include "format/table/deletion_vector_reader.h" +#include "format_v2/expr/cast.h" +#include "format_v2/expr/equality_delete_predicate.h" +#include "format_v2/parquet/parquet_reader.h" +#include "format_v2/parquet/reader/column_reader.h" +#include "format_v2/table_reader.h" +#include "io/file_factory.h" + +namespace doris::format::iceberg { + +static constexpr const char* ROW_LINEAGE_ROW_ID = "_row_id"; +static constexpr int32_t ROW_LINEAGE_ROW_ID_FIELD_ID = 2147483540; + +template +static std::string join_values_for_debug(const std::vector& values) { + std::ostringstream out; + out << "["; + for (size_t idx = 0; idx < values.size(); ++idx) { + if (idx > 0) { + out << ", "; + } + out << values[idx]; + } + out << "]"; + return out.str(); +} + +static bool is_projected_row_lineage_row_id(const format::ColumnDefinition& column) { + // Iceberg row lineage columns can be bound by field id when a mapper has already been built, + // but customize_file_scan_request() is also exercised directly by scan-request tests before the + // mapper exists. In that path, inspect the projected table schema so row-position dependencies + // are still added for `_row_id`. + return column.name == ROW_LINEAGE_ROW_ID || + (column.has_identifier_field_id() && + column.get_identifier_field_id() == ROW_LINEAGE_ROW_ID_FIELD_ID); +} + +static bool is_projected_iceberg_rowid(const format::ColumnDefinition& column) { + return column.name == BeConsts::ICEBERG_ROWID_COL; +} + +static std::string iceberg_delete_file_debug_string(const TIcebergDeleteFileDesc& delete_file) { + std::ostringstream out; + out << "TIcebergDeleteFileDesc{path=" << (delete_file.__isset.path ? delete_file.path : "null") + << ", content=" << (delete_file.__isset.content ? delete_file.content : -1) + << ", file_format=" + << (delete_file.__isset.file_format ? static_cast(delete_file.file_format) : -1) + << ", position_lower_bound=" + << (delete_file.__isset.position_lower_bound ? delete_file.position_lower_bound : -1) + << ", position_upper_bound=" + << (delete_file.__isset.position_upper_bound ? delete_file.position_upper_bound : -1) + << ", field_ids=" + << (delete_file.__isset.field_ids ? join_values_for_debug(delete_file.field_ids) : "[]") + << ", content_offset=" + << (delete_file.__isset.content_offset ? delete_file.content_offset : -1) + << ", content_size_in_bytes=" + << (delete_file.__isset.content_size_in_bytes ? delete_file.content_size_in_bytes : -1) + << "}"; + return out.str(); +} + +static std::string iceberg_delete_files_debug_string( + const std::vector& delete_files) { + std::ostringstream out; + out << "["; + for (size_t idx = 0; idx < delete_files.size(); ++idx) { + if (idx > 0) { + out << ", "; + } + out << iceberg_delete_file_debug_string(delete_files[idx]); + } + out << "]"; + return out.str(); +} + +static std::string iceberg_params_debug_string(const std::optional& params) { + if (!params.has_value()) { + return "null"; + } + const auto& iceberg_params = *params; + std::ostringstream out; + out << "TIcebergFileDesc{format_version=" + << (iceberg_params.__isset.format_version ? iceberg_params.format_version : -1) + << ", content=" << (iceberg_params.__isset.content ? iceberg_params.content : -1) + << ", original_file_path=" + << (iceberg_params.__isset.original_file_path ? iceberg_params.original_file_path : "null") + << ", row_count=" << (iceberg_params.__isset.row_count ? iceberg_params.row_count : -1) + << ", partition_spec_id=" + << (iceberg_params.__isset.partition_spec_id ? iceberg_params.partition_spec_id : 0) + << ", has_partition_data_json=" << iceberg_params.__isset.partition_data_json + << ", first_row_id=" + << (iceberg_params.__isset.first_row_id ? iceberg_params.first_row_id : -1) + << ", last_updated_sequence_number=" + << (iceberg_params.__isset.last_updated_sequence_number + ? iceberg_params.last_updated_sequence_number + : -1) + << ", delete_file_count=" + << (iceberg_params.__isset.delete_files ? iceberg_params.delete_files.size() : 0) + << ", delete_files=" + << (iceberg_params.__isset.delete_files + ? iceberg_delete_files_debug_string(iceberg_params.delete_files) + : "[]") + << ", has_serialized_split=" << iceberg_params.__isset.serialized_split << "}"; + return out.str(); +} + +IcebergTableReader::PositionDeleteRowsCollector::PositionDeleteRowsCollector( + std::string data_file_path, format::DeleteRows* rows) + : _data_file_path(std::move(data_file_path)), _rows(rows) {} + +Status IcebergTableReader::PositionDeleteRowsCollector::collect(const Block& block, + size_t read_rows) { + if (read_rows == 0) { + return Status::OK(); + } + const auto& file_path_column = assert_cast( + *remove_nullable((block.get_by_position(ICEBERG_FILE_PATH_BLOCK_POSITION).column))); + const auto& pos_column = assert_cast( + *remove_nullable(block.get_by_position(ICEBERG_ROW_POS_BLOCK_POSITION).column)); + for (size_t row = 0; row < read_rows; ++row) { + const auto file_path = file_path_column.get_data_at(row).to_string(); + if (file_path == _data_file_path) { + _rows->push_back(pos_column.get_element(row)); + } + } + return Status::OK(); +} + +Status IcebergTableReader::prepare_split(const format::SplitReadOptions& options) { + _row_lineage_columns = {}; + _iceberg_params.reset(); + _delete_predicates_initialized = false; + _position_delete_rows_storage.clear(); + _equality_delete_filters.clear(); + if (options.current_range.__isset.table_format_params && + options.current_range.table_format_params.__isset.iceberg_params) { + const auto& iceberg_params = options.current_range.table_format_params.iceberg_params; + _iceberg_params = iceberg_params; + if (iceberg_params.__isset.first_row_id) { + _row_lineage_columns.first_row_id = iceberg_params.first_row_id; + } + if (iceberg_params.__isset.last_updated_sequence_number) { + _row_lineage_columns.last_updated_sequence_number = + iceberg_params.last_updated_sequence_number; + } + } + RETURN_IF_ERROR(TableReader::prepare_split(options)); + if (_is_table_level_count_active()) { + return Status::OK(); + } + RETURN_IF_ERROR(_init_delete_predicates(options.current_range.table_format_params)); + return Status::OK(); +} + +std::string IcebergTableReader::debug_string() const { + size_t position_delete_file_count = 0; + size_t equality_delete_file_count = 0; + size_t deletion_vector_file_count = 0; + if (_iceberg_params.has_value() && _iceberg_params->__isset.delete_files) { + for (const auto& delete_file : _iceberg_params->delete_files) { + if (!delete_file.__isset.content) { + continue; + } + if (delete_file.content == POSITION_DELETE) { + ++position_delete_file_count; + } else if (delete_file.content == EQUALITY_DELETE) { + ++equality_delete_file_count; + } else if (delete_file.content == DELETION_VECTOR) { + ++deletion_vector_file_count; + } + } + } + + std::ostringstream equality_filters; + equality_filters << "["; + for (size_t idx = 0; idx < _equality_delete_filters.size(); ++idx) { + if (idx > 0) { + equality_filters << ", "; + } + const auto& filter = _equality_delete_filters[idx]; + equality_filters << "EqualityDeleteFilter{field_ids=" + << join_values_for_debug(filter.field_ids) << ", key_types=["; + for (size_t type_idx = 0; type_idx < filter.key_types.size(); ++type_idx) { + if (type_idx > 0) { + equality_filters << ", "; + } + equality_filters << (filter.key_types[type_idx] == nullptr + ? "null" + : filter.key_types[type_idx]->get_name()); + } + equality_filters << "], delete_block_rows=" << filter.delete_block.rows() + << ", delete_block_columns=" << filter.delete_block.columns() << "}"; + } + equality_filters << "]"; + + std::ostringstream out; + out << "IcebergTableReader{base=" << format::TableReader::debug_string() + << ", iceberg_params=" << iceberg_params_debug_string(_iceberg_params) + << ", row_lineage_first_row_id=" << _row_lineage_columns.first_row_id + << ", row_lineage_last_updated_sequence_number=" + << _row_lineage_columns.last_updated_sequence_number + << ", need_row_lineage_row_id=" << _need_row_lineage_row_id() + << ", need_iceberg_rowid=" << _need_iceberg_rowid() + << ", row_position_block_position=" << _row_position_block_position + << ", delete_predicates_initialized=" << _delete_predicates_initialized + << ", position_delete_file_count=" << position_delete_file_count + << ", equality_delete_file_count=" << equality_delete_file_count + << ", deletion_vector_file_count=" << deletion_vector_file_count + << ", position_delete_rows_storage_count=" << _position_delete_rows_storage.size() + << ", equality_delete_filter_count=" << _equality_delete_filters.size() + << ", equality_delete_filters=" << equality_filters.str() << "}"; + return out.str(); +} + +Status IcebergTableReader::materialize_virtual_columns(Block* table_block) { + for (size_t column_idx = 0; column_idx < _data_reader.column_mapper->mappings().size(); + ++column_idx) { + const auto& mapping = _data_reader.column_mapper->mappings()[column_idx]; + switch (mapping.virtual_column_type) { + case format::TableVirtualColumnType::ROW_ID: + RETURN_IF_ERROR(_materialize_row_lineage_row_id(table_block, column_idx)); + break; + case format::TableVirtualColumnType::LAST_UPDATED_SEQUENCE_NUMBER: + RETURN_IF_ERROR( + _materialize_row_lineage_last_updated_sequence_number(table_block, column_idx)); + break; + case format::TableVirtualColumnType::ICEBERG_ROWID: + RETURN_IF_ERROR(_materialize_iceberg_rowid(table_block, column_idx)); + break; + case format::TableVirtualColumnType::INVALID: + break; + } + } + return Status::OK(); +} + +Status IcebergTableReader::customize_file_scan_request(format::FileScanRequest* file_request) { + RETURN_IF_ERROR(TableReader::customize_file_scan_request(file_request)); + if ((_row_lineage_columns.first_row_id >= 0 && _need_row_lineage_row_id()) || + _need_iceberg_rowid()) { + RETURN_IF_ERROR(_append_row_position_output_column(file_request)); + } + RETURN_IF_ERROR(_append_equality_delete_predicates(file_request)); + return Status::OK(); +} + +bool IcebergTableReader::_supports_aggregate_pushdown(TPushAggOp::type agg_type) const { + if (!TableReader::_supports_aggregate_pushdown(agg_type)) { + return false; + } + return _equality_delete_filters.empty(); +} + +Status IcebergTableReader::_parse_deletion_vector_file(const TTableFormatFileDesc& t_desc, + DeleteFileDesc* desc, + bool* has_delete_file) { + DORIS_CHECK(desc != nullptr); + DORIS_CHECK(has_delete_file != nullptr); + *has_delete_file = false; + if (!t_desc.__isset.iceberg_params) { + return Status::OK(); + } + const auto& iceberg_params = t_desc.iceberg_params; + if (!iceberg_params.__isset.format_version || + iceberg_params.format_version < MIN_SUPPORT_DELETE_FILES_VERSION || + !iceberg_params.__isset.delete_files || iceberg_params.delete_files.empty()) { + return Status::OK(); + } + + const TIcebergDeleteFileDesc* deletion_vector = nullptr; + for (const auto& delete_file : iceberg_params.delete_files) { + if (!delete_file.__isset.content || delete_file.content != DELETION_VECTOR) { + continue; + } + if (deletion_vector != nullptr) { + return Status::DataQualityError("This iceberg data file has multiple DVs."); + } + deletion_vector = &delete_file; + } + if (deletion_vector == nullptr) { + return Status::OK(); + } + if (!deletion_vector->__isset.content_offset || + !deletion_vector->__isset.content_size_in_bytes) { + return Status::InternalError("Deletion vector is missing content offset or length"); + } + + desc->key = _iceberg_delete_vector_cache_key(*deletion_vector); + desc->path = deletion_vector->path; + desc->start_offset = deletion_vector->content_offset; + desc->size = deletion_vector->content_size_in_bytes; + desc->file_size = -1; + desc->format = DeleteFileDesc::Format::ICEBERG; + *has_delete_file = true; + return Status::OK(); +} + +Status IcebergTableReader::_init_delete_predicates(const TTableFormatFileDesc& t_desc) { + if (!t_desc.__isset.iceberg_params || _delete_predicates_initialized) { + _delete_predicates_initialized = true; + return Status::OK(); + } + const auto& iceberg_params = t_desc.iceberg_params; + if (!iceberg_params.__isset.format_version || + iceberg_params.format_version < MIN_SUPPORT_DELETE_FILES_VERSION || + !iceberg_params.__isset.delete_files || iceberg_params.delete_files.empty()) { + _delete_predicates_initialized = true; + return Status::OK(); + } + + std::vector position_delete_files; + std::vector equality_delete_files; + for (const auto& delete_file : iceberg_params.delete_files) { + if (!delete_file.__isset.content) { + continue; + } + if (delete_file.content == POSITION_DELETE) { + position_delete_files.push_back(delete_file); + } else if (delete_file.content == EQUALITY_DELETE) { + equality_delete_files.push_back(delete_file); + } + } + // `_delete_rows != nullptr` means DeleteVector is parsed + if (_delete_rows != nullptr) { + _position_delete_rows_storage = *_delete_rows; + _delete_rows = &_position_delete_rows_storage; + } + // Combine position delete rows from both deletion vector and position delete files, and + // initialize equality delete predicates. Position delete files contain row positions of + // deleted rows, which can be directly added to `_delete_rows`. Equality delete files contain + // values of deleted rows, which require reading the files and building predicates for later + // filtering. + if (!position_delete_files.empty()) { + RETURN_IF_ERROR(_init_position_delete_rows(position_delete_files)); + } + if (!equality_delete_files.empty()) { + RETURN_IF_ERROR(_init_equality_delete_predicates(equality_delete_files)); + } + + _delete_predicates_initialized = true; + return Status::OK(); +} + +std::string IcebergTableReader::_iceberg_delete_vector_cache_key( + const TIcebergDeleteFileDesc& delete_file) { + const std::string key_prefix = "iceberg_dv:"; + std::string key; + key.resize(key_prefix.size() + delete_file.path.size() + sizeof(delete_file.content_offset) + + sizeof(delete_file.content_size_in_bytes)); + char* data = key.data(); + memcpy(data, key_prefix.data(), key_prefix.size()); + data += key_prefix.size(); + memcpy(data, delete_file.path.data(), delete_file.path.size()); + data += delete_file.path.size(); + memcpy(data, &delete_file.content_offset, sizeof(delete_file.content_offset)); + data += sizeof(delete_file.content_offset); + memcpy(data, &delete_file.content_size_in_bytes, sizeof(delete_file.content_size_in_bytes)); + return key; +} + +std::shared_ptr IcebergTableReader::_delete_file_system_properties( + const TFileScanRangeParams& scan_params) { + auto system_properties = std::make_shared(); + system_properties->system_type = + scan_params.__isset.file_type ? scan_params.file_type : TFileType::FILE_LOCAL; + system_properties->properties = scan_params.properties; + system_properties->hdfs_params = scan_params.hdfs_params; + if (scan_params.__isset.broker_addresses) { + system_properties->broker_addresses.assign(scan_params.broker_addresses.begin(), + scan_params.broker_addresses.end()); + } + return system_properties; +} + +std::unique_ptr IcebergTableReader::_delete_file_description( + const TFileRangeDesc& range) { + auto file_description = std::make_unique(); + file_description->path = range.path; + file_description->file_size = range.__isset.file_size ? range.file_size : -1; + file_description->range_start_offset = range.__isset.start_offset ? range.start_offset : 0; + file_description->range_size = range.__isset.size ? range.size : -1; + if (range.__isset.fs_name) { + file_description->fs_name = range.fs_name; + } + return file_description; +} + +std::string IcebergTableReader::_data_file_path() const { + if (_iceberg_params.has_value() && _iceberg_params->__isset.original_file_path) { + return _iceberg_params->original_file_path; + } + DORIS_CHECK(_current_task != nullptr); + DORIS_CHECK(_current_task->data_file != nullptr); + return _current_task->data_file->path; +} + +Status IcebergTableReader::_append_row_position_output_column(format::FileScanRequest* request) { + const auto row_position_column_id = format::LocalColumnId(format::ROW_POSITION_COLUMN_ID); + _append_file_scan_column(request, row_position_column_id, &request->non_predicate_columns); + _row_position_block_position = request->local_positions.at(row_position_column_id).value(); + return Status::OK(); +} + +Status IcebergTableReader::_append_equality_delete_predicates(format::FileScanRequest* request) { + DORIS_CHECK(request != nullptr); + for (const auto& filter : _equality_delete_filters) { + auto delete_predicate = + std::make_shared(filter.delete_block, filter.field_ids); + DCHECK_EQ(filter.field_ids.size(), filter.key_types.size()); + for (size_t idx = 0; idx < filter.field_ids.size(); ++idx) { + const int field_id = filter.field_ids[idx]; + auto field_it = std::ranges::find_if( + _data_reader.file_schema, [field_id](const format::ColumnDefinition& field) { + return field.has_identifier_field_id() && + field.get_identifier_field_id() == field_id; + }); + if (field_it == _data_reader.file_schema.end()) { + return Status::InternalError( + "Can not find equality delete column field id {} in data file schema", + field_id); + } + const auto field_column_id = format::LocalColumnId(field_it->file_local_id()); + _append_file_scan_column(request, field_column_id, &request->predicate_columns); + const auto block_position = request->local_positions.at(field_column_id).value(); + auto slot = VSlotRef::create_shared(cast_set(block_position), + cast_set(block_position), -1, field_it->type, + field_it->name); + if (field_it->type->equals(*filter.key_types[idx])) { + delete_predicate->add_child(std::move(slot)); + } else { + auto cast_expr = Cast::create_shared(filter.key_types[idx]); + cast_expr->add_child(std::move(slot)); + delete_predicate->add_child(std::move(cast_expr)); + } + } + request->delete_conjuncts.push_back( + VExprContext::create_shared(std::move(delete_predicate))); + } + return Status::OK(); +} + +Status IcebergTableReader::_read_parquet_position_delete_file( + const TIcebergDeleteFileDesc& delete_file, const TFileScanRangeParams& scan_params, + IcebergDeleteFileIOContext* delete_io_ctx, PositionDeleteRowsCollector* collector) { + if (!delete_file.__isset.file_format) { + return Status::InternalError("Iceberg position delete file is missing file format"); + } + if (delete_file.file_format == TFileFormatType::FORMAT_ORC) { + return Status::NotSupported("Iceberg ORC position delete file is not supported"); + } + if (delete_file.file_format != TFileFormatType::FORMAT_PARQUET) { + return Status::NotSupported("Unsupported Iceberg delete file format {}", + delete_file.file_format); + } + + auto delete_range = build_iceberg_delete_file_range(delete_file.path); + if (_current_task != nullptr && _current_task->data_file != nullptr && + !_current_task->data_file->fs_name.empty()) { + delete_range.__set_fs_name(_current_task->data_file->fs_name); + } + auto system_properties = _delete_file_system_properties(scan_params); + auto file_description = _delete_file_description(delete_range); + std::shared_ptr io_ctx(&delete_io_ctx->io_ctx, [](io::IOContext*) {}); + format::parquet::ParquetReader reader(system_properties, file_description, io_ctx, + _scanner_profile); + RETURN_IF_ERROR(reader.init(_runtime_state)); + + std::vector schema; + RETURN_IF_ERROR(reader.get_schema(&schema)); + format::ColumnDefinition* file_path_field = nullptr; + format::ColumnDefinition* pos_field = nullptr; + for (auto& field : schema) { + if (field.name == ICEBERG_FILE_PATH) { + file_path_field = &field; + } else if (field.name == ICEBERG_ROW_POS) { + pos_field = &field; + } + } + if (file_path_field == nullptr || pos_field == nullptr) { + return Status::InternalError("Position delete parquet file is missing required columns"); + } + + auto request = std::make_shared(); + request->non_predicate_columns = { + format::LocalColumnIndex::top_level( + format::LocalColumnId(file_path_field->file_local_id())), + format::LocalColumnIndex::top_level(format::LocalColumnId(pos_field->file_local_id()))}; + request->local_positions = { + {format::LocalColumnId(file_path_field->file_local_id()), + format::LocalIndex(ICEBERG_FILE_PATH_BLOCK_POSITION)}, + {format::LocalColumnId(pos_field->file_local_id()), + format::LocalIndex(ICEBERG_ROW_POS_BLOCK_POSITION)}, + }; + RETURN_IF_ERROR(reader.open(request)); + + bool eof = false; + auto build_position_delete_block = [](const format::ColumnDefinition& file_path_field, + const format::ColumnDefinition& pos_field) -> Block { + Block block; + block.insert( + {file_path_field.type->create_column(), file_path_field.type, ICEBERG_FILE_PATH}); + block.insert({pos_field.type->create_column(), pos_field.type, ICEBERG_ROW_POS}); + return block; + }; + while (!eof) { + Block block = build_position_delete_block(*file_path_field, *pos_field); + size_t read_rows = 0; + RETURN_IF_ERROR(reader.get_block(&block, &read_rows, &eof)); + RETURN_IF_ERROR(collector->collect(block, read_rows)); + } + return reader.close(); +} + +Status IcebergTableReader::_init_position_delete_rows( + const std::vector& delete_files) { + TFileScanRangeParams delete_scan_params = + _scan_params == nullptr ? TFileScanRangeParams() : *_scan_params; + format::DeleteRows position_delete_rows; + IcebergDeleteFileIOContext delete_io_ctx(_runtime_state); + PositionDeleteRowsCollector collector(_data_file_path(), &position_delete_rows); + for (const auto& delete_file : delete_files) { + RETURN_IF_ERROR(_read_parquet_position_delete_file(delete_file, delete_scan_params, + &delete_io_ctx, &collector)); + } + if (position_delete_rows.empty()) { + return Status::OK(); + } + // Position delete files and deletion vectors both become row-position deletes for the + // common TableReader DeletePredicate path. Keep the merged rows in a member vector because + // DeletePredicate stores a reference to the vector used by _delete_rows. + _position_delete_rows_storage.insert(_position_delete_rows_storage.end(), + position_delete_rows.begin(), position_delete_rows.end()); + std::sort(_position_delete_rows_storage.begin(), _position_delete_rows_storage.end()); + _position_delete_rows_storage.erase( + std::unique(_position_delete_rows_storage.begin(), _position_delete_rows_storage.end()), + _position_delete_rows_storage.end()); + _delete_rows = &_position_delete_rows_storage; + return Status::OK(); +} + +Status IcebergTableReader::_init_equality_delete_predicates( + const std::vector& delete_files) { + TFileScanRangeParams delete_scan_params = + _scan_params == nullptr ? TFileScanRangeParams() : *_scan_params; + IcebergDeleteFileIOContext delete_io_ctx(_runtime_state); + for (const auto& delete_file : delete_files) { + RETURN_IF_ERROR(_read_parquet_equality_delete_file(delete_file, delete_scan_params, + &delete_io_ctx)); + } + return Status::OK(); +} + +Status IcebergTableReader::_read_parquet_equality_delete_file( + const TIcebergDeleteFileDesc& delete_file, const TFileScanRangeParams& scan_params, + IcebergDeleteFileIOContext* delete_io_ctx) { + if (!delete_file.__isset.file_format) { + return Status::InternalError("Iceberg equality delete file is missing file format"); + } + if (delete_file.file_format != TFileFormatType::FORMAT_PARQUET) { + return Status::NotSupported("Unsupported Iceberg equality delete file format {}", + delete_file.file_format); + } + if (!delete_file.__isset.field_ids || delete_file.field_ids.empty()) { + return Status::InternalError("Iceberg equality delete file is missing field ids"); + } + + auto delete_range = build_iceberg_delete_file_range(delete_file.path); + if (_current_task != nullptr && _current_task->data_file != nullptr && + !_current_task->data_file->fs_name.empty()) { + delete_range.__set_fs_name(_current_task->data_file->fs_name); + } + auto system_properties = _delete_file_system_properties(scan_params); + auto file_description = _delete_file_description(delete_range); + std::shared_ptr io_ctx(&delete_io_ctx->io_ctx, [](io::IOContext*) {}); + format::parquet::ParquetReader reader(system_properties, file_description, io_ctx, + _scanner_profile); + RETURN_IF_ERROR(reader.init(_runtime_state)); + + std::vector schema; + RETURN_IF_ERROR(reader.get_schema(&schema)); + std::vector delete_fields; + std::vector delete_field_ids; + std::vector delete_key_types; + for (const auto field_id : delete_file.field_ids) { + auto field_it = std::find_if(schema.begin(), schema.end(), + [field_id](const format::ColumnDefinition& field) { + return field.has_identifier_field_id() && + field_id == field.get_identifier_field_id(); + }); + if (field_it == schema.end()) { + return Status::InternalError("Can not find field id {} in equality delete file {}", + field_id, delete_file.path); + } + if (!field_it->children.empty()) { + return Status::NotSupported( + "Iceberg equality delete does not support complex column {}", field_it->name); + } + delete_fields.push_back(*field_it); + delete_field_ids.push_back(field_id); + delete_key_types.push_back(field_it->type); + } + + auto request = std::make_shared(); + for (size_t idx = 0; idx < delete_fields.size(); ++idx) { + const auto local_column_id = format::LocalColumnId(delete_fields[idx].file_local_id()); + request->non_predicate_columns.push_back( + format::LocalColumnIndex::top_level(local_column_id)); + request->local_positions.emplace(local_column_id, format::LocalIndex(idx)); + } + RETURN_IF_ERROR(reader.open(request)); + + auto build_equality_delete_block = + [](const std::vector fields) -> Block { + Block block; + for (const auto& field : fields) { + block.insert({field.type->create_column(), field.type, field.name}); + } + return block; + }; + Block delete_block = build_equality_delete_block(delete_fields); + MutableBlock mutable_delete_block(std::move(delete_block)); + bool eof = false; + while (!eof) { + Block block = build_equality_delete_block(delete_fields); + size_t read_rows = 0; + RETURN_IF_ERROR(reader.get_block(&block, &read_rows, &eof)); + if (read_rows > 0) { + RETURN_IF_ERROR(mutable_delete_block.merge(block)); + } + } + RETURN_IF_ERROR(reader.close()); + delete_block = mutable_delete_block.to_block(); + _equality_delete_filters.push_back( + EqualityDeleteFilter {.field_ids = std::move(delete_field_ids), + .key_types = std::move(delete_key_types), + .delete_block = std::move(delete_block)}); + return Status::OK(); +} + +Status IcebergTableReader::_materialize_row_lineage_row_id(Block* table_block, size_t column_idx) { + if (_row_lineage_columns.first_row_id < 0) { + return Status::OK(); + } + DORIS_CHECK(_row_position_block_position < _data_reader.block_template.columns()); + const auto& row_position_column = assert_cast( + *_data_reader.block_template.get_by_position(_row_position_block_position).column); + DORIS_CHECK(row_position_column.size() == table_block->rows()); + auto column = IColumn::mutate( + table_block->get_by_position(column_idx).column->convert_to_full_column_if_const()); + auto* nullable_column = assert_cast(column.get()); + auto& null_map = nullable_column->get_null_map_data(); + auto& data = assert_cast(*nullable_column->get_nested_column_ptr()).get_data(); + DORIS_CHECK(null_map.size() == row_position_column.size()); + DORIS_CHECK(data.size() == row_position_column.size()); + for (size_t row = 0; row < row_position_column.size(); ++row) { + if (null_map[row]) { + null_map[row] = 0; + data[row] = _row_lineage_columns.first_row_id + row_position_column.get_element(row); + } + } + table_block->replace_by_position(column_idx, std::move(column)); + return Status::OK(); +} + +Status IcebergTableReader::_materialize_iceberg_rowid(Block* table_block, size_t column_idx) { + DORIS_CHECK(_row_position_block_position < _data_reader.block_template.columns()); + const auto& row_position_column = assert_cast( + *_data_reader.block_template.get_by_position(_row_position_block_position).column); + DORIS_CHECK(row_position_column.size() == table_block->rows()); + + const auto& type = table_block->get_by_position(column_idx).type; + auto column = type->create_column(); + auto* nullable_column = check_and_get_column(column.get()); + auto* struct_column = nullable_column != nullptr + ? check_and_get_column( + nullable_column->get_nested_column_ptr().get()) + : check_and_get_column(column.get()); + DORIS_CHECK(struct_column != nullptr); + DORIS_CHECK(struct_column->tuple_size() >= 4); + + const auto rows = row_position_column.size(); + const auto file_path = _data_file_path(); + const int32_t partition_spec_id = + _iceberg_params.has_value() && _iceberg_params->__isset.partition_spec_id + ? _iceberg_params->partition_spec_id + : 0; + const std::string partition_data_json = + _iceberg_params.has_value() && _iceberg_params->__isset.partition_data_json + ? _iceberg_params->partition_data_json + : ""; + + auto& file_path_column = struct_column->get_column(0); + auto& row_pos_column = struct_column->get_column(1); + auto& spec_id_column = struct_column->get_column(2); + auto& partition_data_column = struct_column->get_column(3); + file_path_column.reserve(rows); + row_pos_column.reserve(rows); + spec_id_column.reserve(rows); + partition_data_column.reserve(rows); + for (size_t row = 0; row < rows; ++row) { + file_path_column.insert_data(file_path.data(), file_path.size()); + const int64_t row_pos = row_position_column.get_element(row); + row_pos_column.insert_data(reinterpret_cast(&row_pos), sizeof(row_pos)); + spec_id_column.insert_data(reinterpret_cast(&partition_spec_id), + sizeof(partition_spec_id)); + partition_data_column.insert_data(partition_data_json.data(), partition_data_json.size()); + } + if (nullable_column != nullptr) { + nullable_column->get_null_map_data().resize_fill(rows, 0); + } + table_block->replace_by_position(column_idx, std::move(column)); + return Status::OK(); +} + +Status IcebergTableReader::_materialize_row_lineage_last_updated_sequence_number( + Block* table_block, size_t column_idx) { + if (_row_lineage_columns.last_updated_sequence_number < 0) { + return Status::OK(); + } + auto column = IColumn::mutate( + table_block->get_by_position(column_idx).column->convert_to_full_column_if_const()); + auto* nullable_column = assert_cast(column.get()); + auto& null_map = nullable_column->get_null_map_data(); + auto& data = assert_cast(*nullable_column->get_nested_column_ptr()).get_data(); + DORIS_CHECK(null_map.size() == table_block->rows()); + DORIS_CHECK(data.size() == table_block->rows()); + for (size_t row = 0; row < table_block->rows(); ++row) { + if (null_map[row]) { + null_map[row] = 0; + data[row] = _row_lineage_columns.last_updated_sequence_number; + } + } + table_block->replace_by_position(column_idx, std::move(column)); + return Status::OK(); +} + +bool IcebergTableReader::_need_row_lineage_row_id() const { + if (_data_reader.column_mapper != nullptr) { + for (const auto& mapping : _data_reader.column_mapper->mappings()) { + if (mapping.virtual_column_type == format::TableVirtualColumnType::ROW_ID) { + return true; + } + } + } + return std::ranges::any_of(_projected_columns, is_projected_row_lineage_row_id); +} + +bool IcebergTableReader::_need_iceberg_rowid() const { + if (_data_reader.column_mapper != nullptr) { + for (const auto& mapping : _data_reader.column_mapper->mappings()) { + if (mapping.virtual_column_type == format::TableVirtualColumnType::ICEBERG_ROWID) { + return true; + } + } + } + return std::ranges::any_of(_projected_columns, is_projected_iceberg_rowid); +} + +} // namespace doris::format::iceberg diff --git a/be/src/format_v2/table/iceberg_reader.h b/be/src/format_v2/table/iceberg_reader.h new file mode 100644 index 00000000000000..1a2811ef968277 --- /dev/null +++ b/be/src/format_v2/table/iceberg_reader.h @@ -0,0 +1,175 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include +#include +#include + +#include "common/status.h" +#include "core/block/block.h" +#include "format/table/iceberg_delete_file_reader_helper.h" +#include "format_v2/file_reader.h" +#include "format_v2/table_reader.h" +#include "gen_cpp/PlanNodes_types.h" + +namespace doris { +class Block; +struct DeleteFileDesc; +namespace io { +struct FileDescription; +struct FileSystemProperties; +} // namespace io +} // namespace doris + +namespace doris::format::iceberg { + +// Iceberg table-level reader. +// It reuses TableReader for split orchestration, dynamic partition pruning and table-block +// finalization, while composing a FileReader for physical data-file reads instead of inheriting +// from a concrete file-format reader. +class IcebergTableReader : public format::TableReader { +public: + ~IcebergTableReader() override = default; + Status init(format::TableReadOptions&& options) override { + RETURN_IF_ERROR(format::TableReader::init(std::move(options))); + _mapper_options.mode = format::TableColumnMappingMode::BY_FIELD_ID; + return Status::OK(); + } + + Status prepare_split(const format::SplitReadOptions& options) override; + std::string debug_string() const override; + format::TableColumnMappingMode mapping_mode() const override { + return !_data_reader.file_schema.empty() && _has_field_id(_data_reader.file_schema) + ? format::TableColumnMappingMode::BY_FIELD_ID + : format::TableColumnMappingMode::BY_NAME; + } + +protected: + Status materialize_virtual_columns(Block* table_block) override; + + Status customize_file_scan_request(format::FileScanRequest* file_request) override; + + bool _supports_aggregate_pushdown(TPushAggOp::type agg_type) const override; + + Status _parse_deletion_vector_file(const TTableFormatFileDesc& t_desc, DeleteFileDesc* desc, + bool* has_delete_file) override; + + Status _init_delete_predicates(const TTableFormatFileDesc& t_desc); + +private: + bool _has_field_id(const std::vector& schema) const { + for (const auto& field : schema) { + // TopN lazy materialization asks the file reader to synthesize GLOBAL_ROWID in the + // first-phase scan. That virtual column is not an Iceberg data field and therefore has + // no Iceberg field id. Do not let it downgrade schema-evolution reads to BY_NAME, + // otherwise old data files whose physical names predate a rename (for example, + // table column `new_new_id` stored as file column `id`) are materialized as defaults. + if (field.column_type != format::ColumnType::DATA_COLUMN) { + continue; + } + if (!field.has_identifier_field_id()) { + return false; + } + if (!_has_field_id(field.children)) { + return false; + } + } + return true; + } + static constexpr int MIN_SUPPORT_DELETE_FILES_VERSION = 2; + static constexpr int POSITION_DELETE = 1; + static constexpr int EQUALITY_DELETE = 2; + static constexpr int DELETION_VECTOR = 3; + + struct RowLineageColumns { + int64_t first_row_id = -1; + int64_t last_updated_sequence_number = -1; + }; + + static constexpr const char* ICEBERG_FILE_PATH = "file_path"; + static constexpr const char* ICEBERG_ROW_POS = "pos"; + static constexpr size_t ICEBERG_FILE_PATH_BLOCK_POSITION = 0; + static constexpr size_t ICEBERG_ROW_POS_BLOCK_POSITION = 1; + + class PositionDeleteRowsCollector final { + public: + PositionDeleteRowsCollector(std::string data_file_path, format::DeleteRows* rows); + + Status collect(const Block& block, size_t read_rows); + + private: + std::string _data_file_path; + format::DeleteRows* _rows = nullptr; + }; + + static std::string _iceberg_delete_vector_cache_key(const TIcebergDeleteFileDesc& delete_file); + + static std::shared_ptr _delete_file_system_properties( + const TFileScanRangeParams& scan_params); + + static std::unique_ptr _delete_file_description( + const TFileRangeDesc& range); + + std::string _data_file_path() const; + + // Append row position column to file scan request for position delete handling. + Status _append_row_position_output_column(format::FileScanRequest* request); + // Append equality delete predicates to file scan request based on the delete files in iceberg + // params. DeleteVector and position delete files use the common DeleteRows path in TableReader. + Status _append_equality_delete_predicates(format::FileScanRequest* request); + + Status _init_equality_delete_predicates( + const std::vector& delete_files); + + // Read equality/position delete files. + Status _read_parquet_equality_delete_file(const TIcebergDeleteFileDesc& delete_file, + const TFileScanRangeParams& scan_params, + IcebergDeleteFileIOContext* delete_io_ctx); + Status _read_parquet_position_delete_file(const TIcebergDeleteFileDesc& delete_file, + const TFileScanRangeParams& scan_params, + IcebergDeleteFileIOContext* delete_io_ctx, + PositionDeleteRowsCollector* collector); + + // Read position delete files and collect deleted row positions to update DeletePredicate. + Status _init_position_delete_rows(const std::vector& delete_files); + + // Materialize row lineage virtual columns based on the position delete file. + Status _materialize_iceberg_rowid(Block* table_block, size_t column_idx); + Status _materialize_row_lineage_row_id(Block* table_block, size_t column_idx); + Status _materialize_row_lineage_last_updated_sequence_number(Block* table_block, + size_t column_idx); + + RowLineageColumns _row_lineage_columns; + size_t _row_position_block_position = 0; + std::optional _iceberg_params; + bool _delete_predicates_initialized = false; + format::DeleteRows _position_delete_rows_storage; + struct EqualityDeleteFilter { + std::vector field_ids; + std::vector key_types; + Block delete_block; + }; + std::vector _equality_delete_filters; + + bool _need_row_lineage_row_id() const; + bool _need_iceberg_rowid() const; +}; + +} // namespace doris::format::iceberg diff --git a/be/src/format_v2/table/paimon_reader.cpp b/be/src/format_v2/table/paimon_reader.cpp new file mode 100644 index 00000000000000..9f1bc797dd5ec7 --- /dev/null +++ b/be/src/format_v2/table/paimon_reader.cpp @@ -0,0 +1,188 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/table/paimon_reader.h" + +#include +#include +#include + +#include "exprs/vexpr_context.h" +#include "format/table/deletion_vector_reader.h" +#include "format_v2/column_mapper.h" +#include "format_v2/jni/paimon_jni_reader.h" +#include "format_v2/table/schema_history_util.h" +#include "gen_cpp/PlanNodes_types.h" + +namespace doris::format::paimon { + +Status PaimonReader::prepare_split(const format::SplitReadOptions& options) { + _split_schema_id = -1; + const auto& paimon_params = options.current_range.table_format_params.paimon_params; + if (paimon_params.__isset.schema_id) { + _split_schema_id = paimon_params.schema_id; + } + return format::TableReader::prepare_split(options); +} + +format::TableColumnMappingMode PaimonReader::mapping_mode() const { + return format::can_map_by_history_schema(_scan_params, _split_schema_id) + ? format::TableColumnMappingMode::BY_FIELD_ID + : format::TableColumnMappingMode::BY_NAME; +} + +Status PaimonReader::annotate_file_schema(std::vector* file_schema) { + DORIS_CHECK(file_schema != nullptr); + if (mapping_mode() != format::TableColumnMappingMode::BY_FIELD_ID) { + return Status::OK(); + } + return format::annotate_file_schema_from_history(_scan_params, _split_schema_id, file_schema); +} + +Status PaimonReader::_parse_deletion_vector_file(const TTableFormatFileDesc& t_desc, + DeleteFileDesc* desc, bool* has_delete_file) { + DORIS_CHECK(desc != nullptr); + DORIS_CHECK(has_delete_file != nullptr); + *has_delete_file = false; + const auto& table_desc = t_desc.paimon_params; + if (!table_desc.__isset.deletion_file) { + return Status::OK(); + } + const auto& deletion_file = table_desc.deletion_file; + + const std::string key_prefix = "paimon_dv:"; + desc->key.resize(key_prefix.size() + deletion_file.path.size() + sizeof(deletion_file.offset)); + char* key_data = desc->key.data(); + memcpy(key_data, key_prefix.data(), key_prefix.size()); + key_data += key_prefix.size(); + memcpy(key_data, deletion_file.path.data(), deletion_file.path.size()); + key_data += deletion_file.path.size(); + memcpy(key_data, &deletion_file.offset, sizeof(deletion_file.offset)); + desc->path = deletion_file.path; + desc->start_offset = deletion_file.offset; + desc->size = deletion_file.length + 4; + desc->file_size = -1; + desc->format = DeleteFileDesc::Format::PAIMON; + *has_delete_file = true; + return Status::OK(); +} + +Status PaimonHybridReader::init(format::TableReadOptions&& options) { + return format::TableReader::init(std::move(options)); +} + +Status PaimonHybridReader::prepare_split(const format::SplitReadOptions& options) { + RETURN_IF_ERROR(_ensure_current_split_reader(options)); + DORIS_CHECK(_current_split_reader != nullptr); + return _current_split_reader->prepare_split(options); +} + +Status PaimonHybridReader::get_block(Block* block, bool* eos) { + DORIS_CHECK(_current_split_reader != nullptr); + return _current_split_reader->get_block(block, eos); +} + +Status PaimonHybridReader::close() { + Status close_status = Status::OK(); + if (_native_reader != nullptr) { + close_status = _native_reader->close(); + } + if (_jni_reader != nullptr) { + auto status = _jni_reader->close(); + if (!status.ok() && close_status.ok()) { + close_status = std::move(status); + } + } + _current_split_reader = nullptr; + return close_status; +} + +Status PaimonHybridReader::_ensure_current_split_reader(const format::SplitReadOptions& options) { + if (_is_jni_split(options.current_range)) { + if (_jni_reader == nullptr) { + _jni_reader = std::make_unique(); + RETURN_IF_ERROR(_init_child_reader(_jni_reader.get(), format::FileFormat::JNI)); + } + _current_split_reader = _jni_reader.get(); + } else { + format::FileFormat file_format; + RETURN_IF_ERROR(_to_file_format(options.current_range, &file_format)); + if (_native_reader == nullptr) { + _native_reader = format::paimon::PaimonReader::create_unique(); + RETURN_IF_ERROR(_init_child_reader(_native_reader.get(), file_format)); + } + _current_split_reader = _native_reader.get(); + } + return Status::OK(); +} + +Status PaimonHybridReader::_init_child_reader(format::TableReader* reader, + format::FileFormat file_format) { + DORIS_CHECK(reader != nullptr); + VExprContextSPtrs conjuncts; + RETURN_IF_ERROR(_clone_conjuncts(&conjuncts)); + return reader->init({ + .projected_columns = _projected_columns, + .column_predicates = _table_column_predicates, + .conjuncts = std::move(conjuncts), + .format = file_format, + .scan_params = _scan_params, + .io_ctx = _io_ctx, + .runtime_state = _runtime_state, + .scanner_profile = _scanner_profile, + .push_down_agg_type = _push_down_agg_type, + .condition_cache_digest = _condition_cache_digest, + }); +} + +Status PaimonHybridReader::_clone_conjuncts(VExprContextSPtrs* conjuncts) const { + DORIS_CHECK(conjuncts != nullptr); + conjuncts->clear(); + conjuncts->reserve(_conjuncts.size()); + for (const auto& conjunct : _conjuncts) { + VExprSPtr root; + RETURN_IF_ERROR(format::clone_table_expr_tree(conjunct->root(), &root)); + conjuncts->push_back(VExprContext::create_shared(std::move(root))); + } + return Status::OK(); +} + +bool PaimonHybridReader::_is_jni_split(const TFileRangeDesc& range) { + return range.__isset.table_format_params && range.table_format_params.__isset.paimon_params && + range.table_format_params.paimon_params.__isset.reader_type && + range.table_format_params.paimon_params.reader_type == TPaimonReaderType::PAIMON_JNI; +} + +Status PaimonHybridReader::_to_file_format(const TFileRangeDesc& range, + format::FileFormat* file_format) { + DORIS_CHECK(file_format != nullptr); + const auto format_type = + range.__isset.format_type ? range.format_type : TFileFormatType::FORMAT_PARQUET; + switch (format_type) { + case TFileFormatType::FORMAT_PARQUET: + *file_format = format::FileFormat::PARQUET; + return Status::OK(); + case TFileFormatType::FORMAT_ORC: + *file_format = format::FileFormat::ORC; + return Status::OK(); + default: + return Status::NotSupported("Unsupported native Paimon file format {}", + to_string(format_type)); + } +} + +} // namespace doris::format::paimon diff --git a/be/src/format_v2/table/paimon_reader.h b/be/src/format_v2/table/paimon_reader.h new file mode 100644 index 00000000000000..200c4e885b5055 --- /dev/null +++ b/be/src/format_v2/table/paimon_reader.h @@ -0,0 +1,84 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include "format_v2/table_reader.h" + +namespace doris { +struct DeleteFileDesc; +} +namespace doris::format::paimon { + +class PaimonReader final : public format::TableReader { +public: + ENABLE_FACTORY_CREATOR(PaimonReader); + ~PaimonReader() final = default; + Status prepare_split(const format::SplitReadOptions& options) override; + +#ifdef BE_TEST + void TEST_set_scan_params(TFileScanRangeParams* params) { _scan_params = params; } + format::TableColumnMappingMode TEST_mapping_mode() const { return mapping_mode(); } + Status TEST_annotate_file_schema(std::vector* file_schema) { + return annotate_file_schema(file_schema); + } +#endif + +protected: + format::TableColumnMappingMode mapping_mode() const override; + Status annotate_file_schema(std::vector* file_schema) override; + + Status _parse_deletion_vector_file(const TTableFormatFileDesc& t_desc, DeleteFileDesc* desc, + bool* has_delete_file) override; + +private: + int64_t _split_schema_id = -1; +}; + +// Paimon scans can contain both native data-file splits and serialized JNI splits in the same +// SplitSource. FileScannerV2 owns one table reader for the scanner lifetime, so this reader keeps +// native and JNI child readers internally and dispatches each split to the matching child reader. +class PaimonHybridReader final : public format::TableReader { +public: + ~PaimonHybridReader() override = default; + + Status init(format::TableReadOptions&& options) override; + Status prepare_split(const format::SplitReadOptions& options) override; + Status get_block(Block* block, bool* eos) override; + Status close() override; + +#ifdef BE_TEST + static bool TEST_is_jni_split(const TFileRangeDesc& range) { return _is_jni_split(range); } + static Status TEST_to_file_format(const TFileRangeDesc& range, + format::FileFormat* file_format) { + return _to_file_format(range, file_format); + } +#endif + +private: + Status _ensure_current_split_reader(const format::SplitReadOptions& options); + Status _init_child_reader(format::TableReader* reader, format::FileFormat file_format); + Status _clone_conjuncts(VExprContextSPtrs* conjuncts) const; + static bool _is_jni_split(const TFileRangeDesc& range); + static Status _to_file_format(const TFileRangeDesc& range, format::FileFormat* file_format); + + std::unique_ptr _native_reader; // handle parquet/orc native splits + std::unique_ptr _jni_reader; // handle serialized JNI splits + format::TableReader* _current_split_reader = nullptr; +}; + +} // namespace doris::format::paimon diff --git a/be/src/format_v2/table/remote_doris_reader.cpp b/be/src/format_v2/table/remote_doris_reader.cpp new file mode 100644 index 00000000000000..39580fd2561897 --- /dev/null +++ b/be/src/format_v2/table/remote_doris_reader.cpp @@ -0,0 +1,365 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/table/remote_doris_reader.h" + +#include +#include + +#include +#include +#include +#include + +#include "common/cast_set.h" +#include "core/assert_cast.h" +#include "core/block/block.h" +#include "core/data_type/data_type.h" +#include "core/data_type/data_type_array.h" +#include "core/data_type/data_type_map.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_struct.h" +#include "core/data_type_serde/data_type_serde.h" +#include "format/arrow/arrow_utils.h" +#include "format_v2/materialized_reader_util.h" +#include "runtime/descriptors.h" +#include "runtime/runtime_state.h" +#include "util/timezone_utils.h" + +namespace doris::format::remote_doris { +namespace { + +Status validate_remote_doris_range(const TFileRangeDesc& range) { + if (!range.__isset.table_format_params || + range.table_format_params.table_format_type != "remote_doris") { + return Status::InvalidArgument("Remote Doris v2 reader requires remote_doris table format"); + } + if (!range.table_format_params.__isset.remote_doris_params) { + return Status::InvalidArgument("Remote Doris v2 reader requires remote_doris_params"); + } + const auto& params = range.table_format_params.remote_doris_params; + if (!params.__isset.location_uri || params.location_uri.empty()) { + return Status::InvalidArgument("Remote Doris v2 reader requires location_uri"); + } + if (!params.__isset.ticket || params.ticket.empty()) { + return Status::InvalidArgument("Remote Doris v2 reader requires ticket"); + } + return Status::OK(); +} + +class FlightRemoteDorisStream final : public RemoteDorisStream { +public: + explicit FlightRemoteDorisStream(const TFileRangeDesc& range) : _range(range) {} + + Status open() { + RETURN_IF_ERROR(validate_remote_doris_range(_range)); + const auto& params = _range.table_format_params.remote_doris_params; + arrow::flight::Location location; + RETURN_DORIS_STATUS_IF_ERROR( + arrow::flight::Location::Parse(params.location_uri).Value(&location)); + arrow::flight::Ticket ticket; + RETURN_DORIS_STATUS_IF_ERROR( + arrow::flight::Ticket::Deserialize(params.ticket).Value(&ticket)); + RETURN_DORIS_STATUS_IF_ERROR( + arrow::flight::FlightClient::Connect(location).Value(&_flight_client)); + RETURN_DORIS_STATUS_IF_ERROR(_flight_client->DoGet(ticket).Value(&_stream)); + return Status::OK(); + } + + Status next(std::shared_ptr* batch) override { + DORIS_CHECK(batch != nullptr); + arrow::flight::FlightStreamChunk chunk; + RETURN_DORIS_STATUS_IF_ERROR(_stream->Next().Value(&chunk)); + *batch = chunk.data; + return Status::OK(); + } + + Status close() override { + _stream.reset(); + if (_flight_client != nullptr) { + RETURN_DORIS_STATUS_IF_ERROR(_flight_client->Close()); + _flight_client.reset(); + } + return Status::OK(); + } + +private: + const TFileRangeDesc _range; + std::unique_ptr _flight_client; + std::unique_ptr _stream; +}; + +Status create_flight_stream(const TFileRangeDesc& range, std::unique_ptr* out) { + DORIS_CHECK(out != nullptr); + auto stream = std::make_unique(range); + RETURN_IF_ERROR(stream->open()); + *out = std::move(stream); + return Status::OK(); +} + +ColumnDefinition remote_doris_child_definition(const std::string& name, DataTypePtr type, + int32_t local_id); + +std::vector synthesize_remote_doris_children(const DataTypePtr& type) { + std::vector children; + DORIS_CHECK(type != nullptr); + const auto nested_type = remove_nullable(type); + switch (nested_type->get_primitive_type()) { + case TYPE_ARRAY: { + const auto* array_type = assert_cast(nested_type.get()); + children.push_back( + remote_doris_child_definition("element", array_type->get_nested_type(), 0)); + break; + } + case TYPE_MAP: { + const auto* map_type = assert_cast(nested_type.get()); + children.push_back(remote_doris_child_definition("key", map_type->get_key_type(), 0)); + children.push_back(remote_doris_child_definition("value", map_type->get_value_type(), 1)); + break; + } + case TYPE_STRUCT: { + const auto* struct_type = assert_cast(nested_type.get()); + children.reserve(struct_type->get_elements().size()); + for (size_t idx = 0; idx < struct_type->get_elements().size(); ++idx) { + children.push_back(remote_doris_child_definition(struct_type->get_element_name(idx), + struct_type->get_element(idx), + cast_set(idx))); + } + break; + } + default: + break; + } + return children; +} + +ColumnDefinition remote_doris_child_definition(const std::string& name, DataTypePtr type, + int32_t local_id) { + ColumnDefinition child; + child.identifier = Field::create_field(name); + child.local_id = local_id; + child.name = name; + child.type = std::move(type); + child.children = synthesize_remote_doris_children(child.type); + return child; +} + +} // namespace + +RemoteDorisFileReader::RemoteDorisFileReader( + std::shared_ptr& system_properties, + std::unique_ptr& file_description, + std::shared_ptr io_ctx, RuntimeProfile* profile, const TFileRangeDesc& range, + const std::vector& file_slot_descs, + RemoteDorisStreamFactory stream_factory) + : FileReader(system_properties, file_description, std::move(io_ctx), profile), + _range(range), + _file_slot_descs(file_slot_descs), + _stream_factory(std::move(stream_factory)) { + TimezoneUtils::find_cctz_time_zone(TimezoneUtils::default_time_zone, _ctz); +} + +RemoteDorisFileReader::~RemoteDorisFileReader() { + static_cast(close()); +} + +Status RemoteDorisFileReader::init(RuntimeState* state) { + (void)state; + RETURN_IF_ERROR(validate_remote_doris_range(_range)); + RETURN_IF_ERROR(_build_col_name_to_file_id()); + _eof = false; + return Status::OK(); +} + +Status RemoteDorisFileReader::get_schema(std::vector* file_schema) const { + DORIS_CHECK(file_schema != nullptr); + file_schema->clear(); + file_schema->reserve(_file_slot_descs.size()); + for (size_t idx = 0; idx < _file_slot_descs.size(); ++idx) { + const auto* slot = _file_slot_descs[idx]; + DORIS_CHECK(slot != nullptr); + file_schema->push_back({ + .identifier = Field::create_field(cast_set(idx)), + .local_id = cast_set(idx), + .name = slot->col_name(), + .type = slot->type(), + // Remote Doris exposes table slots as file columns. Complex columns still need + // structural children so TableColumnMapper can validate and project them. + .children = synthesize_remote_doris_children(slot->type()), + }); + } + return Status::OK(); +} + +Status RemoteDorisFileReader::open(std::shared_ptr request) { + RETURN_IF_ERROR(FileReader::open(std::move(request))); + RETURN_IF_ERROR(_open_stream()); + _eof = false; + return Status::OK(); +} + +Status RemoteDorisFileReader::get_block(Block* file_block, size_t* rows, bool* eof) { + DORIS_CHECK(file_block != nullptr); + DORIS_CHECK(rows != nullptr); + DORIS_CHECK(eof != nullptr); + if (_stream == nullptr) { + return Status::InternalError("Remote Doris v2 reader is not open"); + } + + *rows = 0; + *eof = false; + std::shared_ptr batch; + RETURN_IF_ERROR(_stream->next(&batch)); + if (batch == nullptr) { + *eof = true; + _eof = true; + return Status::OK(); + } + + RETURN_IF_ERROR(_materialize_record_batch(*batch, file_block, rows)); + RETURN_IF_ERROR( + apply_materialized_reader_filters(_request.get(), _io_ctx.get(), file_block, rows)); + _reader_statistics.read_rows += *rows; + return Status::OK(); +} + +Status RemoteDorisFileReader::close() { + if (_stream != nullptr) { + RETURN_IF_ERROR(_stream->close()); + _stream.reset(); + } + _request.reset(); + _eof = true; + return Status::OK(); +} + +Status RemoteDorisFileReader::_open_stream() { + DORIS_CHECK(_stream == nullptr); + if (_stream_factory) { + RETURN_IF_ERROR(_stream_factory(_range, &_stream)); + } else { + RETURN_IF_ERROR(create_flight_stream(_range, &_stream)); + } + DORIS_CHECK(_stream != nullptr); + return Status::OK(); +} + +Status RemoteDorisFileReader::_materialize_record_batch(const arrow::RecordBatch& batch, + Block* file_block, size_t* rows) const { + DORIS_CHECK(file_block != nullptr); + DORIS_CHECK(rows != nullptr); + if (_request == nullptr) { + return Status::InternalError("Remote Doris v2 reader is not open"); + } + + std::vector materialized_columns(file_block->columns(), false); + for (int arrow_idx = 0; arrow_idx < batch.num_columns(); ++arrow_idx) { + const std::string& column_name = batch.schema()->field(arrow_idx)->name(); + const auto file_id_it = _col_name_to_file_id.find(column_name); + if (file_id_it == _col_name_to_file_id.end()) { + return Status::InternalError("Remote Doris returned unknown column {}", column_name); + } + const auto block_position_it = _request->local_positions.find(file_id_it->second); + if (block_position_it == _request->local_positions.end()) { + continue; + } + RETURN_IF_ERROR(_materialize_arrow_column(batch, arrow_idx, file_id_it->second, + block_position_it->second, file_block)); + materialized_columns[block_position_it->second.value()] = true; + } + + for (const auto& [file_column_id, block_position] : _request->local_positions) { + if (block_position.value() >= materialized_columns.size()) { + return Status::InternalError( + "Remote Doris requested block position {} out of range, block columns {}", + block_position.value(), materialized_columns.size()); + } + if (!materialized_columns[block_position.value()]) { + return Status::InternalError("Remote Doris did not return requested file column id {}", + file_column_id.value()); + } + } + + *rows = cast_set(batch.num_rows()); + return Status::OK(); +} + +Status RemoteDorisFileReader::_materialize_arrow_column(const arrow::RecordBatch& batch, + int arrow_column_idx, + LocalColumnId file_column_id, + const LocalIndex& block_position, + Block* file_block) const { + DORIS_CHECK(file_block != nullptr); + if (block_position.value() >= file_block->columns()) { + return Status::InternalError( + "Remote Doris block position {} out of range, block columns {}", + block_position.value(), file_block->columns()); + } + const auto column_name = batch.schema()->field(arrow_column_idx)->name(); + auto columns_guard = file_block->mutate_columns_scoped(); + auto& columns = columns_guard.mutable_columns(); + try { + RETURN_IF_ERROR(columns_guard.get_datatype_by_position(block_position.value()) + ->get_serde() + ->read_column_from_arrow(*columns[block_position.value()], + batch.column(arrow_column_idx).get(), 0, + batch.num_rows(), _ctz)); + } catch (const Exception& e) { + return Status::InternalError( + "Failed to convert Remote Doris Arrow column '{}' (file_column_id={}) to Doris " + "block: {}", + column_name, file_column_id.value(), e.what()); + } + return Status::OK(); +} + +Status RemoteDorisFileReader::_build_col_name_to_file_id() { + _col_name_to_file_id.clear(); + _col_name_to_file_id.reserve(_file_slot_descs.size()); + for (size_t idx = 0; idx < _file_slot_descs.size(); ++idx) { + const auto* slot = _file_slot_descs[idx]; + DORIS_CHECK(slot != nullptr); + _col_name_to_file_id.emplace(slot->col_name(), LocalColumnId(cast_set(idx))); + } + return Status::OK(); +} + +RemoteDorisReader::RemoteDorisReader(RemoteDorisStreamFactory stream_factory) + : _stream_factory(std::move(stream_factory)) {} + +Status RemoteDorisReader::init(TableReadOptions&& options) { + if (options.file_slot_descs == nullptr) { + return Status::InvalidArgument("Remote Doris v2 reader requires file slot descriptors"); + } + return TableReader::init(std::move(options)); +} + +Status RemoteDorisReader::prepare_split(const SplitReadOptions& options) { + RETURN_IF_ERROR(validate_remote_doris_range(options.current_range)); + return TableReader::prepare_split(options); +} + +Status RemoteDorisReader::create_file_reader(std::unique_ptr* reader) { + DORIS_CHECK(reader != nullptr); + DORIS_CHECK(_file_slot_descs != nullptr); + *reader = std::make_unique( + _system_properties, _current_task->data_file, _io_ctx, _scanner_profile, + _current_file_range_desc, *_file_slot_descs, _stream_factory); + return Status::OK(); +} + +} // namespace doris::format::remote_doris diff --git a/be/src/format_v2/table/remote_doris_reader.h b/be/src/format_v2/table/remote_doris_reader.h new file mode 100644 index 00000000000000..b4dd2a505a95ad --- /dev/null +++ b/be/src/format_v2/table/remote_doris_reader.h @@ -0,0 +1,104 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include + +#include +#include +#include +#include +#include +#include + +#include "common/status.h" +#include "format_v2/file_reader.h" +#include "format_v2/table_reader.h" +#include "gen_cpp/PlanNodes_types.h" + +namespace doris { +class Block; +class RuntimeProfile; +class RuntimeState; +class SlotDescriptor; +} // namespace doris + +namespace doris::format::remote_doris { + +// Small abstraction around Arrow Flight to keep Remote Doris v2 reader unit-testable without +// starting a Flight server. Production code uses FlightRemoteDorisStream; tests can provide +// RecordBatch-backed streams that exercise the same FileReader block materialization path. +class RemoteDorisStream { +public: + virtual ~RemoteDorisStream() = default; + virtual Status next(std::shared_ptr* batch) = 0; + virtual Status close() = 0; +}; + +using RemoteDorisStreamFactory = + std::function*)>; + +class RemoteDorisFileReader final : public FileReader { +public: + RemoteDorisFileReader(std::shared_ptr& system_properties, + std::unique_ptr& file_description, + std::shared_ptr io_ctx, RuntimeProfile* profile, + const TFileRangeDesc& range, + const std::vector& file_slot_descs, + RemoteDorisStreamFactory stream_factory = {}); + ~RemoteDorisFileReader() override; + + Status init(RuntimeState* state) override; + Status get_schema(std::vector* file_schema) const override; + Status open(std::shared_ptr request) override; + Status get_block(Block* file_block, size_t* rows, bool* eof) override; + Status close() override; + +private: + Status _open_stream(); + Status _materialize_record_batch(const arrow::RecordBatch& batch, Block* file_block, + size_t* rows) const; + Status _materialize_arrow_column(const arrow::RecordBatch& batch, int arrow_column_idx, + LocalColumnId file_column_id, const LocalIndex& block_position, + Block* file_block) const; + Status _build_col_name_to_file_id(); + + const TFileRangeDesc _range; + const std::vector _file_slot_descs; + RemoteDorisStreamFactory _stream_factory; + cctz::time_zone _ctz; + std::unique_ptr _stream; + std::unordered_map _col_name_to_file_id; +}; + +class RemoteDorisReader final : public TableReader { +public: + explicit RemoteDorisReader(RemoteDorisStreamFactory stream_factory = {}); + + Status init(TableReadOptions&& options) override; + Status prepare_split(const SplitReadOptions& options) override; + +protected: + Status create_file_reader(std::unique_ptr* reader) override; + +private: + RemoteDorisStreamFactory _stream_factory; +}; + +} // namespace doris::format::remote_doris diff --git a/be/src/format_v2/table/schema_history_util.cpp b/be/src/format_v2/table/schema_history_util.cpp new file mode 100644 index 00000000000000..10109839e6987d --- /dev/null +++ b/be/src/format_v2/table/schema_history_util.cpp @@ -0,0 +1,150 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/table/schema_history_util.h" + +#include +#include +#include + +#include "core/field.h" +#include "util/string_util.h" + +namespace doris::format { +namespace { + +const schema::external::TField* get_field_ptr(const schema::external::TFieldPtr& field_ptr) { + if (!field_ptr.__isset.field_ptr || field_ptr.field_ptr == nullptr) { + return nullptr; + } + return field_ptr.field_ptr.get(); +} + +const schema::external::TField* find_child_field_by_name( + const std::vector& fields, const std::string& name) { + for (const auto& field_ptr : fields) { + const auto* field = get_field_ptr(field_ptr); + if (field == nullptr) { + continue; + } + if (field->__isset.name && to_lower(field->name) == to_lower(name)) { + return field; + } + if (field->__isset.name_mapping && + std::ranges::any_of(field->name_mapping, [&](const std::string& alias) { + return to_lower(alias) == to_lower(name); + })) { + return field; + } + } + return nullptr; +} + +void annotate_column_from_field(ColumnDefinition* column, const schema::external::TField& field); + +void annotate_struct_children(ColumnDefinition* column, + const schema::external::TStructField& struct_field) { + DORIS_CHECK(column != nullptr); + if (!struct_field.__isset.fields) { + return; + } + for (auto& child : column->children) { + const auto* child_field = find_child_field_by_name(struct_field.fields, child.name); + if (child_field != nullptr) { + annotate_column_from_field(&child, *child_field); + } + } +} + +void annotate_column_from_field(ColumnDefinition* column, const schema::external::TField& field) { + DORIS_CHECK(column != nullptr); + if (field.__isset.id) { + column->identifier = Field::create_field(field.id); + } + column->name_mapping = + field.__isset.name_mapping ? field.name_mapping : std::vector {}; + if (!field.__isset.nestedField) { + return; + } + if (field.nestedField.__isset.struct_field) { + annotate_struct_children(column, field.nestedField.struct_field); + } else if (field.nestedField.__isset.array_field) { + if (column->children.empty() || !field.nestedField.array_field.__isset.item_field) { + return; + } + const auto* item_field = get_field_ptr(field.nestedField.array_field.item_field); + if (item_field != nullptr) { + annotate_column_from_field(&column->children.front(), *item_field); + } + } else if (field.nestedField.__isset.map_field) { + if (!column->children.empty() && field.nestedField.map_field.__isset.key_field) { + const auto* key_field = get_field_ptr(field.nestedField.map_field.key_field); + if (key_field != nullptr) { + annotate_column_from_field(&column->children.front(), *key_field); + } + } + if (column->children.size() > 1 && field.nestedField.map_field.__isset.value_field) { + const auto* value_field = get_field_ptr(field.nestedField.map_field.value_field); + if (value_field != nullptr) { + annotate_column_from_field(&column->children[1], *value_field); + } + } + } +} + +} // namespace + +const schema::external::TSchema* find_history_schema(const TFileScanRangeParams* params, + int64_t schema_id) { + if (params == nullptr || !params->__isset.history_schema_info) { + return nullptr; + } + for (const auto& schema : params->history_schema_info) { + if (schema.__isset.schema_id && schema.schema_id == schema_id) { + return &schema; + } + } + return nullptr; +} + +bool can_map_by_history_schema(const TFileScanRangeParams* params, int64_t split_schema_id) { + if (split_schema_id < 0 || params == nullptr || !params->__isset.current_schema_id || + !params->__isset.history_schema_info) { + return false; + } + return find_history_schema(params, split_schema_id) != nullptr; +} + +Status annotate_file_schema_from_history(const TFileScanRangeParams* params, + int64_t split_schema_id, + std::vector* file_schema) { + DORIS_CHECK(file_schema != nullptr); + const auto* schema = find_history_schema(params, split_schema_id); + DORIS_CHECK(schema != nullptr); + if (!schema->__isset.root_field || !schema->root_field.__isset.fields) { + return Status::OK(); + } + for (auto& column : *file_schema) { + const auto* field = find_child_field_by_name(schema->root_field.fields, column.name); + if (field != nullptr) { + annotate_column_from_field(&column, *field); + } + } + return Status::OK(); +} + +} // namespace doris::format diff --git a/be/src/format_v2/table/schema_history_util.h b/be/src/format_v2/table/schema_history_util.h new file mode 100644 index 00000000000000..3c4a80b5d4c975 --- /dev/null +++ b/be/src/format_v2/table/schema_history_util.h @@ -0,0 +1,43 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include +#include + +#include "common/status.h" +#include "format_v2/column_data.h" +#include "gen_cpp/ExternalTableSchema_types.h" +#include "gen_cpp/PlanNodes_types.h" + +namespace doris::format { + +const schema::external::TSchema* find_history_schema(const TFileScanRangeParams* params, + int64_t schema_id); + +bool can_map_by_history_schema(const TFileScanRangeParams* params, int64_t split_schema_id); + +// Annotate a file-local schema with the field ids and name mappings from the historical table +// schema that describes the current split. TableReader has already annotated projected table +// columns from current_schema_id; this function performs the symmetric annotation for the file +// schema so TableColumnMapper can match evolved Hudi/Paimon files by field id. +Status annotate_file_schema_from_history(const TFileScanRangeParams* params, + int64_t split_schema_id, + std::vector* file_schema); + +} // namespace doris::format diff --git a/be/src/format_v2/table_reader.cpp b/be/src/format_v2/table_reader.cpp new file mode 100644 index 00000000000000..2013b8c14403c0 --- /dev/null +++ b/be/src/format_v2/table_reader.cpp @@ -0,0 +1,842 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/table_reader.h" + +#include +#include +#include + +#include +#include +#include +#include +#include +#include +#include +#include + +#include "common/cast_set.h" +#include "common/status.h" +#include "core/assert_cast.h" +#include "core/data_type/data_type_array.h" +#include "core/data_type/data_type_map.h" +#include "core/data_type/data_type_struct.h" +#include "exec/common/endian.h" +#include "exprs/vexpr_context.h" +#include "exprs/vslot_ref.h" +#include "format/table/deletion_vector_reader.h" +#include "format_v2/column_mapper.h" +#include "format_v2/delimited_text/csv_reader.h" +#include "format_v2/delimited_text/text_reader.h" +#include "format_v2/json/json_reader.h" +#include "format_v2/native/native_reader.h" +#include "format_v2/parquet/parquet_reader.h" +#include "roaring/roaring64map.hh" +#include "storage/segment/condition_cache.h" +#include "util/string_util.h" + +namespace doris::format { +namespace { + +template +std::string join_table_reader_debug_strings(const std::vector& values, Formatter formatter) { + std::ostringstream out; + out << "["; + for (size_t i = 0; i < values.size(); ++i) { + if (i > 0) { + out << ", "; + } + out << formatter(values[i]); + } + out << "]"; + return out.str(); +} + +std::string file_format_to_string(FileFormat format) { + switch (format) { + case FileFormat::PARQUET: + return "PARQUET"; + case FileFormat::ORC: + return "ORC"; + case FileFormat::CSV: + return "CSV"; + case FileFormat::JSON: + return "JSON"; + case FileFormat::TEXT: + return "TEXT"; + case FileFormat::JNI: + return "JNI"; + case FileFormat::NATIVE: + return "NATIVE"; + case FileFormat::ARROW: + return "ARROW"; + } + return "UNKNOWN"; +} + +std::string push_down_agg_to_string(TPushAggOp::type op) { + switch (op) { + case TPushAggOp::NONE: + return "NONE"; + case TPushAggOp::COUNT: + return "COUNT"; + case TPushAggOp::MINMAX: + return "MINMAX"; + case TPushAggOp::MIX: + return "MIX"; + case TPushAggOp::COUNT_ON_INDEX: + return "COUNT_ON_INDEX"; + } + return "UNKNOWN"; +} + +std::string current_file_debug_string(const std::unique_ptr& task) { + if (task == nullptr || task->data_file == nullptr) { + return "null"; + } + const auto& file = *task->data_file; + std::ostringstream out; + out << "FileDescription{path=" << file.path << ", file_size=" << file.file_size + << ", range_start_offset=" << file.range_start_offset << ", range_size=" << file.range_size + << ", mtime=" << file.mtime << ", fs_name=" << file.fs_name + << ", file_cache_admission=" << file.file_cache_admission << "}"; + return out.str(); +} + +std::string partition_values_debug_string(const std::map& partition_values) { + std::ostringstream out; + out << "{"; + size_t idx = 0; + for (const auto& [key, _] : partition_values) { + if (idx++ > 0) { + out << ", "; + } + out << key; + } + out << "}"; + return out.str(); +} + +const schema::external::TField* get_field_ptr(const schema::external::TFieldPtr& field_ptr) { + if (!field_ptr.__isset.field_ptr || field_ptr.field_ptr == nullptr) { + return nullptr; + } + return field_ptr.field_ptr.get(); +} + +bool external_field_matches_name(const schema::external::TField& field, const std::string& name) { + if (field.__isset.name && to_lower(field.name) == to_lower(name)) { + return true; + } + return field.__isset.name_mapping && + std::ranges::any_of(field.name_mapping, [&](const std::string& alias) { + return to_lower(alias) == to_lower(name); + }); +} + +DataTypePtr find_struct_child_type_by_name(const DataTypeStruct& struct_type, + const std::string& field_name) { + for (size_t field_idx = 0; field_idx < struct_type.get_elements().size(); ++field_idx) { + if (to_lower(struct_type.get_element_name(field_idx)) == to_lower(field_name)) { + return struct_type.get_element(field_idx); + } + } + return nullptr; +} + +ColumnDefinition build_schema_column_from_external_field(const schema::external::TField& field, + DataTypePtr type) { + ColumnDefinition column { + .identifier = field.__isset.id ? Field::create_field(field.id) : Field {}, + .name = field.__isset.name ? field.name : "", + .name_mapping = + field.__isset.name_mapping ? field.name_mapping : std::vector {}, + .type = std::move(type), + .children = {}, + .default_expr = nullptr, + .is_partition_key = false, + }; + if (column.type == nullptr || !field.__isset.nestedField) { + return column; + } + + const auto nested_type = remove_nullable(column.type); + switch (nested_type->get_primitive_type()) { + case TYPE_STRUCT: { + if (!field.nestedField.__isset.struct_field || + !field.nestedField.struct_field.__isset.fields) { + return column; + } + const auto& struct_type = assert_cast(*nested_type); + for (const auto& child_ptr : field.nestedField.struct_field.fields) { + const auto* child_field = get_field_ptr(child_ptr); + if (child_field == nullptr || !child_field->__isset.name) { + continue; + } + auto child_type = find_struct_child_type_by_name(struct_type, child_field->name); + if (child_type == nullptr) { + continue; + } + column.children.push_back( + build_schema_column_from_external_field(*child_field, child_type)); + } + break; + } + case TYPE_ARRAY: { + if (!field.nestedField.__isset.array_field || + !field.nestedField.array_field.__isset.item_field) { + return column; + } + const auto* item_field = get_field_ptr(field.nestedField.array_field.item_field); + if (item_field == nullptr) { + return column; + } + const auto& array_type = assert_cast(*nested_type); + auto child = + build_schema_column_from_external_field(*item_field, array_type.get_nested_type()); + child.name = "element"; + if (child.has_identifier_name()) { + child.identifier = Field::create_field(child.name); + } + column.children.push_back(std::move(child)); + break; + } + case TYPE_MAP: { + if (!field.nestedField.__isset.map_field || + !field.nestedField.map_field.__isset.key_field || + !field.nestedField.map_field.__isset.value_field) { + return column; + } + const auto& map_type = assert_cast(*nested_type); + const auto* key_field = get_field_ptr(field.nestedField.map_field.key_field); + if (key_field != nullptr) { + auto child = + build_schema_column_from_external_field(*key_field, map_type.get_key_type()); + child.name = "key"; + if (child.has_identifier_name()) { + child.identifier = Field::create_field(child.name); + } + column.children.push_back(std::move(child)); + } + const auto* value_field = get_field_ptr(field.nestedField.map_field.value_field); + if (value_field != nullptr) { + auto child = build_schema_column_from_external_field(*value_field, + map_type.get_value_type()); + child.name = "value"; + if (child.has_identifier_name()) { + child.identifier = Field::create_field(child.name); + } + column.children.push_back(std::move(child)); + } + break; + } + default: + break; + } + return column; +} + +const schema::external::TField* find_external_root_field(const TFileScanRangeParams* params, + const ColumnDefinition& column) { + if (params == nullptr || !params->__isset.history_schema_info || + params->history_schema_info.empty()) { + return nullptr; + } + const auto* schema = ¶ms->history_schema_info.front(); + if (params->__isset.current_schema_id) { + for (const auto& candidate_schema : params->history_schema_info) { + if (candidate_schema.__isset.schema_id && + candidate_schema.schema_id == params->current_schema_id) { + schema = &candidate_schema; + break; + } + } + } + if (!schema->__isset.root_field || !schema->root_field.__isset.fields) { + return nullptr; + } + for (const auto& field_ptr : schema->root_field.fields) { + const auto* field = get_field_ptr(field_ptr); + if (field == nullptr) { + continue; + } + if (external_field_matches_name(*field, column.name)) { + return field; + } + } + return nullptr; +} + +std::string expr_context_debug_string(const VExprContextSPtr& context) { + if (context == nullptr) { + return "null"; + } + const auto root = context->root(); + if (root == nullptr) { + return "VExprContext{root=null}"; + } + std::ostringstream out; + out << "VExprContext{root_name=" << root->expr_name() << ", root_debug=" << root->debug_string() + << "}"; + return out.str(); +} + +std::string table_filter_debug_string(const TableFilter& filter) { + std::ostringstream out; + out << "TableFilter{conjunct=" << expr_context_debug_string(filter.conjunct) + << ", global_indices=" + << join_table_reader_debug_strings( + filter.global_indices, + [](GlobalIndex global_index) { return std::to_string(global_index.value()); }) + << "}"; + return out.str(); +} + +std::string table_column_predicates_debug_string(const TableColumnPredicates& predicates) { + std::ostringstream out; + out << "{"; + size_t idx = 0; + for (const auto& [global_index, column_predicates] : predicates) { + if (idx++ > 0) { + out << ", "; + } + out << global_index.value() << ":{predicate_count=" << column_predicates.size() << "}"; + } + out << "}"; + return out.str(); +} + +bool contains_runtime_filter(const VExprContextSPtrs& conjuncts) { + return std::ranges::any_of(conjuncts, [](const auto& conjunct) { + return conjunct != nullptr && conjunct->root() != nullptr && + conjunct->root()->is_rf_wrapper(); + }); +} + +void collect_global_indices(const VExprSPtr& expr, std::set* global_indices) { + if (expr == nullptr) { + return; + } + if (expr->is_rf_wrapper()) { + // RuntimeFilterExpr wraps a real predicate expression but its own thrift node can still + // look like SLOT_REF. Collect indices from the wrapped predicate; do not cast the wrapper + // itself to VSlotRef. + collect_global_indices(expr->get_impl(), global_indices); + return; + } + if (expr->is_slot_ref()) { + const auto* slot_ref = assert_cast(expr.get()); + DORIS_CHECK(slot_ref->column_id() >= 0); + global_indices->insert(GlobalIndex(cast_set(slot_ref->column_id()))); + } + for (const auto& child : expr->children()) { + collect_global_indices(child, global_indices); + } +} + +Status build_table_filters_from_conjunct(const VExprContextSPtr& conjunct, RuntimeState* state, + std::vector* table_filters) { + if (conjunct == nullptr) { + return Status::OK(); + } + std::set global_indices; + collect_global_indices(conjunct->root(), &global_indices); + if (!global_indices.empty()) { + TableFilter table_filter; + VExprSPtr filter_root; + RETURN_IF_ERROR(clone_table_expr_tree(conjunct->root(), &filter_root)); + table_filter.conjunct = VExprContext::create_shared(std::move(filter_root)); + for (const auto global_index : global_indices) { + table_filter.global_indices.push_back(global_index); + } + table_filters->push_back(std::move(table_filter)); + } + return Status::OK(); +} + +Status parse_deletion_vector(const char* buf, size_t buffer_size, DeleteFileDesc::Format format, + DeleteRows* delete_rows) { + DORIS_CHECK(buf != nullptr); + DORIS_CHECK(delete_rows != nullptr); + DORIS_CHECK(format == DeleteFileDesc::Format::PAIMON || + format == DeleteFileDesc::Format::ICEBERG); + + const size_t checksum_size = format == DeleteFileDesc::Format::ICEBERG ? 4 : 0; + if (buffer_size < 8 + checksum_size) [[unlikely]] { + return Status::DataQualityError("Deletion vector file size too small: {}", buffer_size); + } + + auto total_length = BigEndian::Load32(buf); + if (total_length + 4 + checksum_size != buffer_size) [[unlikely]] { + return Status::DataQualityError("Deletion vector length mismatch, expected: {}, actual: {}", + total_length + 4 + checksum_size, buffer_size); + } + + const char* bitmap_buf = buf + 8; + const size_t bitmap_size = buffer_size - 8 - checksum_size; + if (format == DeleteFileDesc::Format::PAIMON) { + // Paimon BitmapDeletionVector stores: + // [4-byte big-endian length][4-byte magic 0x5E43F2D0][32-bit roaring bitmap] + // The length covers magic + bitmap, and does not include the leading length field. + constexpr static char PAIMON_BITMAP_MAGIC[] = {'\x5E', '\x43', '\xF2', '\xD0'}; + if (memcmp(buf + sizeof(total_length), PAIMON_BITMAP_MAGIC, 4) != 0) [[unlikely]] { + return Status::DataQualityError( + "Paimon deletion vector magic number mismatch, expected: {}, actual: {}", + BigEndian::Load32(PAIMON_BITMAP_MAGIC), + BigEndian::Load32(buf + sizeof(total_length))); + } + + roaring::Roaring bitmap; + try { + bitmap = roaring::Roaring::readSafe(bitmap_buf, bitmap_size); + } catch (const std::runtime_error& e) { + return Status::DataQualityError("Decode roaring bitmap failed, {}", e.what()); + } + + delete_rows->reserve(bitmap.cardinality()); + for (auto it = bitmap.begin(); it != bitmap.end(); it++) { + delete_rows->push_back(*it); + } + return Status::OK(); + } + + constexpr static char ICEBERG_DV_MAGIC[] = {'\xD1', '\xD3', '\x39', '\x64'}; + if (memcmp(buf + sizeof(total_length), ICEBERG_DV_MAGIC, 4) != 0) [[unlikely]] { + return Status::DataQualityError( + "Iceberg deletion vector magic number mismatch, expected: {}, actual: {}", + BigEndian::Load32(ICEBERG_DV_MAGIC), BigEndian::Load32(buf + sizeof(total_length))); + } + + roaring::Roaring64Map bitmap; + try { + bitmap = roaring::Roaring64Map::readSafe(bitmap_buf, bitmap_size); + } catch (const std::runtime_error& e) { + return Status::DataQualityError("Decode roaring bitmap failed, {}", e.what()); + } + + delete_rows->reserve(bitmap.cardinality()); + for (auto it = bitmap.begin(); it != bitmap.end(); it++) { + delete_rows->push_back(cast_set(*it)); + } + return Status::OK(); +} + +} // namespace + +std::shared_ptr create_system_properties( + const TFileScanRangeParams* scan_params) { + auto system_properties = std::make_shared(); + if (scan_params == nullptr || !scan_params->__isset.file_type) { + system_properties->system_type = TFileType::FILE_LOCAL; + return system_properties; + } + system_properties->system_type = scan_params->file_type; + system_properties->properties = scan_params->properties; + system_properties->hdfs_params = scan_params->hdfs_params; + if (scan_params->__isset.broker_addresses) { + system_properties->broker_addresses.assign(scan_params->broker_addresses.begin(), + scan_params->broker_addresses.end()); + } + return system_properties; +} + +std::string TableReader::debug_string() const { + std::ostringstream out; + out << "TableReader{format=" << file_format_to_string(_format) + << ", push_down_agg_type=" << push_down_agg_to_string(_push_down_agg_type) + << ", aggregate_pushdown_tried=" << _aggregate_pushdown_tried + << ", has_current_reader=" << (_data_reader.reader != nullptr) + << ", has_current_task=" << (_current_task != nullptr) + << ", current_file=" << current_file_debug_string(_current_task) + << ", has_delete_rows=" << (_delete_rows != nullptr) + << ", delete_row_count=" << (_delete_rows == nullptr ? 0 : _delete_rows->size()) + << ", has_system_properties=" << (_system_properties != nullptr) << ", system_type=" + << (_system_properties == nullptr ? static_cast(TFileType::FILE_LOCAL) + : static_cast(_system_properties->system_type)) + << ", has_scan_params=" << (_scan_params != nullptr) + << ", has_io_ctx=" << (_io_ctx != nullptr) + << ", has_runtime_state=" << (_runtime_state != nullptr) + << ", has_scanner_profile=" << (_scanner_profile != nullptr) + << ", mapper_options=" << _mapper_options.debug_string() << ", projected_columns=" + << join_table_reader_debug_strings( + _projected_columns, + [](const ColumnDefinition& column) { return column.debug_string(); }) + << ", partition_values=" << partition_values_debug_string(_partition_values) + << ", table_filters=" + << join_table_reader_debug_strings( + _table_filters, + [](const TableFilter& filter) { return table_filter_debug_string(filter); }) + << ", table_column_predicates=" + << table_column_predicates_debug_string(_table_column_predicates) + << ", conjunct_count=" << _conjuncts.size() << ", conjuncts=" + << join_table_reader_debug_strings(_conjuncts, + [](const VExprContextSPtr& conjunct) { + return expr_context_debug_string(conjunct); + }) + << ", file_schema=" + << join_table_reader_debug_strings( + _data_reader.file_schema, + [](const ColumnDefinition& field) { return field.debug_string(); }) + << ", file_block_layout=" + << join_table_reader_debug_strings( + _data_reader.file_block_layout, + [](const FileBlockColumn& column) { + std::ostringstream column_out; + column_out << "FileBlockColumn{file_column_id=" << column.file_column_id + << ", name=" << column.name << ", type=" + << (column.type == nullptr ? "null" : column.type->get_name()) + << "}"; + return column_out.str(); + }) + << ", block_template_columns=" << _data_reader.block_template.columns() + << ", column_mapper=" + << (_data_reader.column_mapper == nullptr ? "null" + : _data_reader.column_mapper->debug_string()) + << "}"; + return out.str(); +} + +Status TableReader::annotate_projected_column(const TFileScanSlotInfo& slot_info, + ProjectedColumnBuildContext* context, + ColumnDefinition* column) const { + (void)slot_info; + DORIS_CHECK(context != nullptr); + DORIS_CHECK(column != nullptr); + context->schema_column.reset(); + const auto* schema_field = find_external_root_field(context->scan_params, *column); + if (schema_field == nullptr) { + return Status::OK(); + } + context->schema_column = build_schema_column_from_external_field(*schema_field, column->type); + column->identifier = context->schema_column->identifier; + column->name_mapping = context->schema_column->name_mapping; + return Status::OK(); +} + +Status TableReader::init(TableReadOptions&& options) { + _scan_params = options.scan_params; + _format = options.format; + _io_ctx = options.io_ctx; + _runtime_state = options.runtime_state; + _scanner_profile = options.scanner_profile; + _file_slot_descs = options.file_slot_descs; + _push_down_agg_type = options.push_down_agg_type; + _condition_cache_digest = options.condition_cache_digest; + _projected_columns = std::move(options.projected_columns); + _system_properties = create_system_properties(_scan_params); + _mapper_options.mode = TableColumnMappingMode::BY_NAME; + _conjuncts = std::move(options.conjuncts); + _table_column_predicates = std::move(options.column_predicates); + + if (_scanner_profile != nullptr) { + static const char* table_profile = "TableReader"; + ADD_TIMER_WITH_LEVEL(_scanner_profile, table_profile, 1); + _profile.num_delete_files = ADD_CHILD_COUNTER_WITH_LEVEL(_scanner_profile, "NumDeleteFiles", + TUnit::UNIT, table_profile, 1); + _profile.num_delete_rows = ADD_CHILD_COUNTER_WITH_LEVEL(_scanner_profile, "NumDeleteRows", + TUnit::UNIT, table_profile, 1); + _profile.parse_delete_file_time = ADD_CHILD_TIMER_WITH_LEVEL( + _scanner_profile, "ParseDeleteFileTime", table_profile, 1); + _profile.exec_timer = + ADD_CHILD_TIMER_WITH_LEVEL(_scanner_profile, "GetBlockTime", table_profile, 1); + _profile.prepare_split_timer = + ADD_CHILD_TIMER_WITH_LEVEL(_scanner_profile, "PrepareSplitTime", table_profile, 1); + _profile.finalize_timer = + ADD_CHILD_TIMER_WITH_LEVEL(_scanner_profile, "FinalizeBlockTime", table_profile, 1); + _profile.create_reader_timer = + ADD_CHILD_TIMER_WITH_LEVEL(_scanner_profile, "CreateReaderTime", table_profile, 1); + _profile.pushdown_agg_timer = + ADD_CHILD_TIMER_WITH_LEVEL(_scanner_profile, "PushDownAggTime", table_profile, 1); + _profile.open_reader_timer = + ADD_CHILD_TIMER_WITH_LEVEL(_scanner_profile, "OpenReaderTime", table_profile, 1); + } + return Status::OK(); +} + +Status TableReader::_build_table_filters_from_conjuncts() { + _table_filters.clear(); + for (const auto& conjunct : _conjuncts) { + RETURN_IF_ERROR( + build_table_filters_from_conjunct(conjunct, _runtime_state, &_table_filters)); + } + return Status::OK(); +} + +Status TableReader::_open_local_filter_exprs(const FileScanRequest& file_request) { + RowDescriptor row_desc; + for (const auto& conjunct : file_request.conjuncts) { + RETURN_IF_ERROR(conjunct->prepare(_runtime_state, row_desc)); + RETURN_IF_ERROR(conjunct->open(_runtime_state)); + } + for (const auto& delete_conjunct : file_request.delete_conjuncts) { + RETURN_IF_ERROR(delete_conjunct->prepare(_runtime_state, row_desc)); + RETURN_IF_ERROR(delete_conjunct->open(_runtime_state)); + } + return Status::OK(); +} + +bool TableReader::_should_enable_condition_cache(const FileScanRequest& file_request) const { + if (_condition_cache_digest == 0 || _push_down_agg_type == TPushAggOp::type::COUNT || + _current_file_description == std::nullopt || _data_reader.reader == nullptr) { + return false; + } + // Condition cache is populated by file readers after evaluating file-local row-level + // conjuncts. ColumnPredicate-only scans can prune row groups/pages, but they do not produce a + // per-row survivor bitmap that can safely populate the cache. + if (file_request.conjuncts.empty()) { + return false; + } + // Delete files/deletion vectors are table-format state. They may change independently of the + // data file path/mtime/size used by the external cache key, so caching their result can become + // stale. Keep delete filtering enabled, but do not read or write condition cache. + if (_delete_rows != nullptr || !file_request.delete_conjuncts.empty()) { + return false; + } + // Runtime filters can arrive late and their payload is not guaranteed to be represented by the + // scan-local digest. Without a read-only mode, a MISS could insert a bitmap for P AND RF under + // the digest for only P. This mirrors the old FileScanner guard. + return !contains_runtime_filter(file_request.conjuncts); +} + +Status TableReader::_init_reader_condition_cache(const FileScanRequest& file_request) { + _condition_cache = nullptr; + _condition_cache_ctx = nullptr; + if (!_should_enable_condition_cache(file_request)) { + return Status::OK(); + } + + auto* cache = segment_v2::ConditionCache::instance(); + if (cache == nullptr) { + return Status::OK(); + } + const auto& file = *_current_file_description; + _condition_cache_key = segment_v2::ConditionCache::ExternalCacheKey( + file.path, file.mtime, file.file_size, _condition_cache_digest, file.range_start_offset, + file.range_size); + + segment_v2::ConditionCacheHandle handle; + const bool condition_cache_hit = cache->lookup(_condition_cache_key, &handle); + if (condition_cache_hit) { + _condition_cache = handle.get_filter_result(); + ++_condition_cache_hit_count; + } else { + const int64_t total_rows = _data_reader.reader->get_total_rows(); + if (total_rows <= 0) { + return Status::OK(); + } + // Add one guard granule for split ranges that start in the middle of a granule. A guard + // false bit beyond the real range never overlaps real rows, but avoids boundary overflow + // when a reader marks the last partial granule. + const size_t num_granules = (total_rows + ConditionCacheContext::GRANULE_SIZE - 1) / + ConditionCacheContext::GRANULE_SIZE; + _condition_cache = std::make_shared>(num_granules + 1, false); + } + + if (_condition_cache != nullptr) { + _condition_cache_ctx = std::make_shared(); + _condition_cache_ctx->is_hit = condition_cache_hit; + _condition_cache_ctx->filter_result = _condition_cache; + _data_reader.reader->set_condition_cache_context(_condition_cache_ctx); + } + return Status::OK(); +} + +void TableReader::_finalize_reader_condition_cache() { + if (_condition_cache_ctx == nullptr || _condition_cache_ctx->is_hit) { + _condition_cache = nullptr; + _condition_cache_ctx = nullptr; + return; + } + // LIMIT or scanner cancellation may close a reader before all selected row ranges are visited. + // Unvisited granules remain false in a MISS bitmap, so inserting a partial bitmap would make a + // later HIT skip valid rows. Only publish cache entries after the physical reader reaches EOF. + if (!_current_reader_reached_eof) { + _condition_cache = nullptr; + _condition_cache_ctx = nullptr; + return; + } + segment_v2::ConditionCache::instance()->insert(_condition_cache_key, + std::move(_condition_cache)); + _condition_cache = nullptr; + _condition_cache_ctx = nullptr; +} + +Status TableReader::create_next_reader(bool* eos) { + SCOPED_TIMER(_profile.create_reader_timer); + DCHECK(_data_reader.reader == nullptr); + if (_current_task == nullptr) { + *eos = true; + return Status::OK(); + } + + RETURN_IF_ERROR(create_file_reader(&_data_reader.reader)); + DORIS_CHECK(_data_reader.reader != nullptr); + RETURN_IF_ERROR(_data_reader.reader->init(_runtime_state)); + RETURN_IF_ERROR(open_reader()); + if (_data_reader.reader == nullptr) { + *eos = _current_task == nullptr; + return Status::OK(); + } + *eos = false; + return Status::OK(); +} + +Status TableReader::create_file_reader(std::unique_ptr* reader) { + DORIS_CHECK(reader != nullptr); + if (_format == FileFormat::PARQUET) { + const bool enable_mapping_timestamp_tz = + _scan_params != nullptr && _scan_params->__isset.enable_mapping_timestamp_tz && + _scan_params->enable_mapping_timestamp_tz; + *reader = std::make_unique( + _system_properties, _current_task->data_file, _io_ctx, _scanner_profile, + _global_rowid_context, enable_mapping_timestamp_tz); + return Status::OK(); + } + if (_format == FileFormat::CSV) { + if (_file_slot_descs == nullptr) { + return Status::InvalidArgument("CSV reader requires file slot descriptors"); + } + // CSV has no embedded schema. TableReader owns table-level mapping, while CsvReader needs + // only the physical file slots plus scan text parameters to build a file-local schema. + // Non-file columns such as partitions/defaults/virtual row ids are intentionally excluded + // from `_file_slot_descs` and are materialized during finalize_chunk(). + *reader = std::make_unique( + _system_properties, _current_task->data_file, _io_ctx, _scanner_profile, + _scan_params, *_file_slot_descs, _current_range_compress_type, + _current_range_load_id); + return Status::OK(); + } + if (_format == FileFormat::TEXT) { + if (_file_slot_descs == nullptr) { + return Status::InvalidArgument("Text reader requires file slot descriptors"); + } + // Text files have no embedded schema. As with CSV, TableReader handles table-level mapping + // and only passes physical file slots to the v2 TextReader. + *reader = std::make_unique( + _system_properties, _current_task->data_file, _io_ctx, _scanner_profile, + _scan_params, *_file_slot_descs, _current_range_compress_type, + _current_range_load_id); + return Status::OK(); + } + if (_format == FileFormat::JSON) { + if (_file_slot_descs == nullptr) { + return Status::InvalidArgument("JSON reader requires file slot descriptors"); + } + *reader = std::make_unique( + _system_properties, _current_task->data_file, _io_ctx, _scanner_profile, + _scan_params, _current_file_range_desc, *_file_slot_descs, + _current_range_compress_type, _current_range_load_id); + return Status::OK(); + } + if (_format == FileFormat::NATIVE) { + *reader = std::make_unique( + _system_properties, _current_task->data_file, _io_ctx, _scanner_profile); + return Status::OK(); + } + return Status::NotSupported("TableReader does not support file format {}", + file_format_to_string(_format)); +} + +std::unique_ptr create_file_description(const TFileRangeDesc& range) { + auto file_description = std::make_unique(); + file_description->path = range.path; + file_description->file_size = range.__isset.file_size ? range.file_size : -1; + file_description->mtime = range.__isset.modification_time ? range.modification_time : 0; + file_description->range_start_offset = range.__isset.start_offset ? range.start_offset : 0; + file_description->range_size = range.__isset.size ? range.size : -1; + if (range.__isset.fs_name) { + file_description->fs_name = range.fs_name; + } + if (range.__isset.file_cache_admission) { + file_description->file_cache_admission = range.file_cache_admission; + } + return file_description; +} + +Status TableReader::prepare_split(const SplitReadOptions& options) { + SCOPED_TIMER(_profile.prepare_split_timer); + _partition_values = std::move(options.partition_values); + _current_task = std::make_unique(); + _current_task->data_file = create_file_description(options.current_range); + _current_file_description = *_current_task->data_file; + _current_file_range_desc = options.current_range; + _current_range_compress_type = options.current_range.__isset.compress_type + ? options.current_range.compress_type + : TFileCompressType::UNKNOWN; + _current_range_load_id = options.current_range.__isset.load_id + ? std::make_optional(options.current_range.load_id) + : std::nullopt; + _global_rowid_context = options.global_rowid_context; + _delete_rows = nullptr; + _aggregate_pushdown_tried = false; + _remaining_table_level_count = -1; + _current_reader_reached_eof = false; + if (_push_down_agg_type == TPushAggOp::type::COUNT && + options.current_range.__isset.table_format_params && + options.current_range.table_format_params.__isset.table_level_row_count) { + DORIS_CHECK(options.current_range.table_format_params.table_level_row_count >= -1); + _remaining_table_level_count = + options.current_range.table_format_params.table_level_row_count; + } + if (_is_table_level_count_active()) { + return Status::OK(); + } + return _parse_delete_predicates(options); +} + +Status TableReader::_parse_delete_predicates(const SplitReadOptions& options) { + DeleteFileDesc desc {.fs_name = options.current_range.fs_name}; + bool has_delete_file = false; + RETURN_IF_ERROR(_parse_deletion_vector_file(options.current_range.table_format_params, &desc, + &has_delete_file)); + if (has_delete_file) { + DORIS_CHECK(options.cache != nullptr); + Status create_status = Status::OK(); + + _delete_rows = options.cache->get(desc.key, [&]() -> DeleteRows* { + auto* delete_rows = new DeleteRows; + + DeletionVectorReader dv_reader(_runtime_state, _scanner_profile, *_scan_params, desc, + _io_ctx.get()); + create_status = dv_reader.open(); + if (!create_status.ok()) [[unlikely]] { + return nullptr; + } + + size_t bytes_read = desc.size; + std::vector buffer(bytes_read); + create_status = dv_reader.read_at(desc.start_offset, {buffer.data(), bytes_read}); + if (!create_status.ok()) [[unlikely]] { + return nullptr; + } + + const char* buf = buffer.data(); + SCOPED_TIMER(_profile.parse_delete_file_time); + create_status = parse_deletion_vector(buf, bytes_read, desc.format, delete_rows); + if (!create_status.ok()) [[unlikely]] { + return nullptr; + } + COUNTER_UPDATE(_profile.num_delete_rows, delete_rows->size()); + return delete_rows; + }); + RETURN_IF_ERROR(create_status); + } + + return Status::OK(); +} +} // namespace doris::format diff --git a/be/src/format_v2/table_reader.h b/be/src/format_v2/table_reader.h new file mode 100644 index 00000000000000..f139301c1a12d4 --- /dev/null +++ b/be/src/format_v2/table_reader.h @@ -0,0 +1,1534 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#pragma once + +#include + +#include +#include +#include +#include +#include +#include +#include +#include +#include + +#include "common/cast_set.h" +#include "common/exception.h" +#include "common/logging.h" +#include "common/status.h" +#include "core/assert_cast.h" +#include "core/block/block.h" +#include "core/column/column_array.h" +#include "core/column/column_const.h" +#include "core/column/column_map.h" +#include "core/column/column_nullable.h" +#include "core/column/column_struct.h" +#include "core/column/column_vector.h" +#include "core/data_type/data_type.h" +#include "core/data_type/data_type_array.h" +#include "core/data_type/data_type_map.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" +#include "core/data_type/data_type_struct.h" +#include "core/field.h" +#include "exec/common/stringop_substring.h" +#include "exprs/vexpr.h" +#include "exprs/vexpr_context.h" +#include "exprs/vexpr_fwd.h" +#include "exprs/vslot_ref.h" +#include "format_v2/column_data.h" +#include "format_v2/column_mapper.h" +#include "format_v2/expr/cast.h" +#include "format_v2/expr/delete_predicate.h" +#include "format_v2/file_reader.h" +#include "format_v2/parquet/reader/column_reader.h" +#include "format_v2/schema_projection.h" +#include "gen_cpp/PlanNodes_types.h" +#include "runtime/descriptors.h" +#include "storage/segment/condition_cache.h" + +namespace doris { +class Block; +class ColumnPredicate; +struct DeleteFileDesc; +class RuntimeState; +} // namespace doris + +namespace doris::format { + +using DeleteRows = std::vector; + +// Row-level predicates on table/global schema. They are rewritten to file-local expressions when +// possible, and remain the source of row-level filtering after localization. +struct TableFilter { + VExprContextSPtr conjunct; + std::vector global_indices; +}; + +struct ScanTask { + virtual ~ScanTask() = default; + + std::unique_ptr data_file; +}; + +struct ProjectedColumnBuildContext { + const TFileScanRangeParams* scan_params = nullptr; + const TFileRangeDesc* range = nullptr; + RuntimeState* runtime_state = nullptr; + std::optional schema_column = std::nullopt; + size_t next_file_column_idx = 0; +}; + +struct ReadProfile { + RuntimeProfile::Counter* num_delete_files = nullptr; + RuntimeProfile::Counter* num_delete_rows = nullptr; + RuntimeProfile::Counter* parse_delete_file_time = nullptr; + RuntimeProfile::Counter* exec_timer = nullptr; + RuntimeProfile::Counter* prepare_split_timer = nullptr; + RuntimeProfile::Counter* finalize_timer = nullptr; + RuntimeProfile::Counter* create_reader_timer = nullptr; + RuntimeProfile::Counter* pushdown_agg_timer = nullptr; + RuntimeProfile::Counter* open_reader_timer = nullptr; +}; + +struct TableReadOptions { + // Columns need to be read from file and output by table reader. They are all in table/global + // schema semantics. + const std::vector projected_columns; + // Simple predicates for a single column, which is parsed on scan operator. + const TableColumnPredicates column_predicates; + // All complex conjuncts from scan operator + const VExprContextSPtrs conjuncts; + // File format of the underlying data files, needed for reader initialization and reader-level + // filter pushdown. + const FileFormat format; + TFileScanRangeParams* scan_params; + std::shared_ptr io_ctx; + RuntimeState* runtime_state; + RuntimeProfile* scanner_profile; + // File formats without complete self-describing metadata, such as CSV, Text, and JSON, need + // the FE-planned physical file slots to build their file-local schema and deserialize values. + const std::vector* file_slot_descs = nullptr; + // Push-down aggregate type. + const TPushAggOp::type push_down_agg_type = TPushAggOp::type::NONE; + // Digest of stable pushed-down predicates. A zero digest disables condition cache. + uint64_t condition_cache_digest = 0; +}; + +struct SplitReadOptions { + // Split-level information for reader initialization, which may include file path, partition values, delete file info, etc. The content is table format specific and opaque to table reader base class; it's the responsibility of the concrete table reader implementation to parse necessary information for reader initialization and filter pushdown. + std::map partition_values; + ShardedKVCache* cache; + TFileRangeDesc current_range; + std::optional global_rowid_context; +}; + +// Base class for table-level readers. +// This layer owns common table-level orchestration, such as split iteration, dynamic partition +// pruning, delete handling and conversion from file-local blocks to table-schema blocks. Concrete +// table-format readers only need to provide format-specific hooks for opening readers and parsing +// split metadata. +class TableReader { +public: + virtual ~TableReader() = default; + + // Initialize common runtime options for the table reader. Subclasses may call this from their + // own init(options); table-format schema and split metadata are provided later per split. + virtual Status init(TableReadOptions&& options); + + // Prepare for reading a new split/task. + // 1. Pass a new split/task to reader, which will be used in subsequent open_reader() to initialize the underlying file reader. + // 2. Parse delete predicates from split/task information, which will be used for later dynamic filtering and delete handling. + virtual Status prepare_split(const SplitReadOptions& options); + + // Public entry point for reading a table-schema block. The base class opens the current reader, + // advances across EOF, and closes exhausted readers. Subclasses provide protected hooks for + // table-format-specific behavior. + virtual Status get_block(Block* block, bool* eos) { + SCOPED_TIMER(_profile.exec_timer); + DORIS_CHECK(block->columns() == _projected_columns.size()); + block->clear_column_data(_projected_columns.size()); + + while (true) { + if (*eos) { + return Status::OK(); + } + if (!_data_reader.reader) { + if (_is_table_level_count_active()) { + RETURN_IF_ERROR(_read_table_level_count(block, eos)); + return Status::OK(); + } + RETURN_IF_ERROR(create_next_reader(eos)); + if (!_data_reader.reader) { + DCHECK(*eos); + return Status::OK(); + } + } + + // Materialize a reduced row set for upper aggregate operators when aggregate + // pushdown can be applied. This is not the final aggregate result: COUNT emits + // `count` default rows for the upper COUNT(*), and MIN/MAX emits two rows containing + // file-level min/max values for the upper MIN/MAX. + if (!_aggregate_pushdown_tried) { + SCOPED_TIMER(_profile.pushdown_agg_timer); + bool pushed_down = false; + RETURN_IF_ERROR(_try_materialize_aggregate_pushdown_rows(block, &pushed_down)); + if (pushed_down) { + return Status::OK(); + } + } + + bool current_eof = false; + _data_reader.block_template.clear_column_data( + cast_set(_data_reader.file_block_layout.size())); + size_t current_rows = 0; + RETURN_IF_ERROR(_data_reader.reader->get_block(&_data_reader.block_template, + ¤t_rows, ¤t_eof)); + if (current_rows == 0) { + if (current_eof) { + _current_reader_reached_eof = true; + RETURN_IF_ERROR(close_current_reader()); + } + continue; + } + DCHECK_EQ(_data_reader.block_template.columns(), _data_reader.file_block_layout.size()) + << _data_reader.block_template.dump_structure(); +#ifndef NDEBUG + RETURN_IF_ERROR(_check_file_block_columns("after file reader get_block", current_rows)); +#endif + DORIS_CHECK(block->columns() == _data_reader.column_mapper->mappings().size()); + RETURN_IF_ERROR(finalize_chunk(block, current_rows)); +#ifndef NDEBUG + RETURN_IF_ERROR( + _check_table_block_columns("after finalize_chunk", block, current_rows)); +#endif + if (current_eof) { + _current_reader_reached_eof = true; + RETURN_IF_ERROR(close_current_reader()); + } + return Status::OK(); + } + } + + // Close the table reader and the currently active file reader. Subclasses that hold additional + // table-format resources should override this and call TableReader::close() first. + virtual Status close() { + if (_data_reader.reader) { + RETURN_IF_ERROR(close_current_reader()); + } + _current_task.reset(); + _current_file_description.reset(); + _remaining_table_level_count = -1; + return Status::OK(); + } + + int64_t condition_cache_hit_count() const { return _condition_cache_hit_count; } + + virtual std::string debug_string() const; + + virtual Status annotate_projected_column(const TFileScanSlotInfo& slot_info, + ProjectedColumnBuildContext* context, + ColumnDefinition* column) const; + + virtual Status validate_projected_columns(const ProjectedColumnBuildContext& context) const { + (void)context; + return Status::OK(); + } + +protected: + // Parse deletion vector information from table format specific file description. + virtual Status _parse_deletion_vector_file(const TTableFormatFileDesc& t_desc, + DeleteFileDesc* desc, bool* has_delete_file) { + *has_delete_file = false; + return Status::OK(); + } + + // Advance to the next reader. This closes the current reader first and then opens the next + // concrete reader. Subclasses should not duplicate this loop. + Status create_next_reader(bool* eos); + virtual Status create_file_reader(std::unique_ptr* reader); + virtual TableColumnMappingMode mapping_mode() const { return TableColumnMappingMode::BY_NAME; } + virtual Status annotate_file_schema(std::vector* file_schema) { + DORIS_CHECK(file_schema != nullptr); + return Status::OK(); + } + + // Open the concrete reader for the current split/task and build the file-local scan request. + virtual Status open_reader() { + SCOPED_TIMER(_profile.open_reader_timer); + // 1. Get file schema and create column mapping. + std::vector file_schema; + RETURN_IF_ERROR(_data_reader.reader->get_schema(&file_schema)); + // For Paimon/Hudi, FE can provide field ids through `history_schema_info`. Annotate the + // file schema before column mapping when the table format maps columns by field id. + RETURN_IF_ERROR(annotate_file_schema(&file_schema)); + _data_reader.file_schema = file_schema; + _mapper_options.mode = mapping_mode(); + + _data_reader.column_mapper = _data_reader.reader->create_column_mapper(_mapper_options); + DORIS_CHECK(_data_reader.column_mapper != nullptr); + RETURN_IF_ERROR(_data_reader.column_mapper->create_mapping(_projected_columns, + _partition_values, file_schema)); + DORIS_CHECK(_data_reader.column_mapper->mappings().size() == _projected_columns.size()); + + // 2. Build table filters based on conjuncts and column predicates. + RETURN_IF_ERROR(_build_table_filters_from_conjuncts()); + + // 3. Create file scan request based on column mapping and table filters, then open file + // reader with the request. File scan request carries row-level expression filters and + // file-level pruning hints. Only expression filters decide returned rows; column predicates + // are pruning hints. + auto file_request = std::make_shared(); + RETURN_IF_ERROR(_data_reader.column_mapper->create_scan_request( + _table_filters, _table_column_predicates, _projected_columns, file_request.get(), + _runtime_state)); + bool constant_filter_pruned_split = false; + RETURN_IF_ERROR(_evaluate_constant_filters(&constant_filter_pruned_split)); + if (constant_filter_pruned_split) { + RETURN_IF_ERROR(close_current_reader()); + return Status::OK(); + } + RETURN_IF_ERROR(customize_file_scan_request(file_request.get())); + RETURN_IF_ERROR(_open_local_filter_exprs(*file_request)); + _data_reader.file_block_layout.clear(); + _data_reader.block_template.clear(); + _data_reader.file_block_layout.resize(file_request->local_positions.size()); + + // 4. Build file block layout from file schema and column mapping. The layout describes + // the block returned by file reader before table-column materialization. + for (const auto& [file_column_id, block_position] : file_request->local_positions) { + DORIS_CHECK(block_position.value() < _data_reader.file_block_layout.size()); + const auto* field = _find_column_definition(_data_reader.file_schema, file_column_id); + DORIS_CHECK(field != nullptr); + + ColumnDefinition projected_field; + { + auto it = std::find_if( + file_request->non_predicate_columns.begin(), + file_request->non_predicate_columns.end(), + [&](const LocalColumnIndex& p) { return p.column_id() == file_column_id; }); + if (it != file_request->non_predicate_columns.end()) { + RETURN_IF_ERROR(project_column_definition(*field, *it, &projected_field)); + } + } + { + auto it = std::find_if( + file_request->predicate_columns.begin(), + file_request->predicate_columns.end(), + [&](const LocalColumnIndex& p) { return p.column_id() == file_column_id; }); + if (it != file_request->predicate_columns.end()) { + RETURN_IF_ERROR(project_column_definition(*field, *it, &projected_field)); + } + } + _data_reader.file_block_layout[block_position.value()] = { + .file_column_id = file_column_id, + .name = projected_field.name, + .type = projected_field.type, + }; + DORIS_CHECK(_data_reader.file_block_layout[block_position.value()].type != nullptr); + } + + // 5. Prepare block template from file block layout. The block template stores the block + // returned by file reader before table-column materialization. + _data_reader.block_template.reserve(_data_reader.file_block_layout.size()); + for (const auto& column : _data_reader.file_block_layout) { + _data_reader.block_template.insert( + {column.type->create_column(), column.type, column.name}); + } + if (VLOG_DEBUG_IS_ON) { + VLOG_DEBUG << "TableReader debug: " << debug_string(); + } + RETURN_IF_ERROR(_open_mapping_exprs()); + RETURN_IF_ERROR(_data_reader.reader->open(file_request)); + RETURN_IF_ERROR(_init_reader_condition_cache(*file_request)); + return Status::OK(); + } + + Status _build_table_filters_from_conjuncts(); + Status _open_local_filter_exprs(const FileScanRequest& file_request); + Status _init_reader_condition_cache(const FileScanRequest& file_request); + void _finalize_reader_condition_cache(); + bool _should_enable_condition_cache(const FileScanRequest& file_request) const; + + Status _evaluate_constant_filters(bool* can_filter_all) { + DORIS_CHECK(can_filter_all != nullptr); + *can_filter_all = false; + for (const auto& table_filter : _table_filters) { + if (table_filter.conjunct == nullptr || + // RuntimeFilterExpr does not implement execute_column_impl(); it is evaluated by + // the row-level filter path through execute_filter(). Constant split pruning uses + // VExprContext::execute() on a one-row synthetic block, so runtime filters must not + // be pre-executed here even when their referenced slot maps to a constant value. + table_filter.conjunct->root()->is_rf_wrapper() || + !_table_filter_has_only_constant_entries(table_filter)) { + continue; + } + Block eval_block; + RETURN_IF_ERROR(_build_constant_filter_block(table_filter, &eval_block)); + RowDescriptor row_desc; + RETURN_IF_ERROR(table_filter.conjunct->prepare(_runtime_state, row_desc)); + RETURN_IF_ERROR(table_filter.conjunct->open(_runtime_state)); + int result_column_id = -1; + RETURN_IF_ERROR(table_filter.conjunct->execute(&eval_block, &result_column_id)); + DORIS_CHECK(result_column_id >= 0); + if (_filter_result_filters_all(eval_block.get_by_position(result_column_id).column)) { + *can_filter_all = true; + return Status::OK(); + } + } + return Status::OK(); + } + + bool _table_filter_has_only_constant_entries(const TableFilter& table_filter) const { + const auto& filter_entries = _data_reader.column_mapper->filter_entries(); + for (const auto global_index : table_filter.global_indices) { + const auto entry_it = filter_entries.find(global_index); + if (entry_it == filter_entries.end() || !entry_it->second.is_constant()) { + return false; + } + } + return !table_filter.global_indices.empty(); + } + + Status _build_constant_filter_block(const TableFilter& table_filter, Block* eval_block) { + DORIS_CHECK(eval_block != nullptr); + eval_block->clear(); + const auto& mappings = _data_reader.column_mapper->mappings(); + const auto& filter_entries = _data_reader.column_mapper->filter_entries(); + DORIS_CHECK(mappings.size() == _projected_columns.size()); + for (size_t column_idx = 0; column_idx < mappings.size(); ++column_idx) { + const auto global_index = GlobalIndex(column_idx); + const auto& mapping = mappings[column_idx]; + const auto entry_it = filter_entries.find(global_index); + const bool referenced_by_filter = + std::find(table_filter.global_indices.begin(), + table_filter.global_indices.end(), + global_index) != table_filter.global_indices.end(); + if (referenced_by_filter && entry_it != filter_entries.end() && + entry_it->second.is_constant()) { + ColumnPtr constant_column; + RETURN_IF_ERROR(_materialize_constant_filter_column( + entry_it->second.constant_index(), &constant_column)); + eval_block->insert({std::move(constant_column), mapping.table_type, + mapping.table_column_name}); + } else { + eval_block->insert({mapping.table_type->create_column_const_with_default_value(1), + mapping.table_type, mapping.table_column_name}); + } + } + return Status::OK(); + } + + Status _materialize_constant_filter_column(ConstantIndex constant_index, ColumnPtr* column) { + DORIS_CHECK(column != nullptr); + const auto& constant_entry = _data_reader.column_mapper->constant_map().get(constant_index); + DORIS_CHECK(constant_entry.expr != nullptr); + DORIS_CHECK(constant_entry.type != nullptr); + RowDescriptor row_desc; + RETURN_IF_ERROR(constant_entry.expr->prepare(_runtime_state, row_desc)); + RETURN_IF_ERROR(constant_entry.expr->open(_runtime_state)); + Block eval_block; + eval_block.insert({constant_entry.type->create_column_const_with_default_value(1), + constant_entry.type, "__table_reader_constant_filter"}); + int result_column_id = -1; + RETURN_IF_ERROR(constant_entry.expr->execute(&eval_block, &result_column_id)); + DORIS_CHECK(result_column_id >= 0); + *column = eval_block.get_by_position(result_column_id).column; + DORIS_CHECK((*column)->size() == 1); + return Status::OK(); + } + + static bool _filter_result_filters_all(const ColumnPtr& filter_column) { + DORIS_CHECK(filter_column.get() != nullptr); + DORIS_CHECK(filter_column->size() == 1); + return !filter_column->get_bool(0); + } + + virtual Status customize_file_scan_request(FileScanRequest* file_request) { + return _append_delete_predicate(file_request); + } + + bool _is_table_level_count_active() const { return _remaining_table_level_count >= 0; } + + Status _materialize_count_rows(size_t rows, Block* block) const { + DORIS_CHECK(block != nullptr); + DORIS_CHECK(block->columns() > 0 || rows == 0); + for (size_t column_idx = 0; column_idx < block->columns(); ++column_idx) { + auto column = block->get_by_position(column_idx).type->create_column(); + column->resize(rows); + block->replace_by_position(column_idx, std::move(column)); + } + return Status::OK(); + } + + Status _read_table_level_count(Block* block, bool* eos) { + DORIS_CHECK(block != nullptr); + DORIS_CHECK(eos != nullptr); + DORIS_CHECK(_push_down_agg_type == TPushAggOp::type::COUNT); + DORIS_CHECK(_remaining_table_level_count >= 0); + if (_remaining_table_level_count == 0) { + _remaining_table_level_count = -1; + _current_task.reset(); + *eos = true; + return Status::OK(); + } + + const int64_t batch_size = _runtime_state == nullptr + ? _remaining_table_level_count + : static_cast(_runtime_state->batch_size()); + const auto rows = std::min(_remaining_table_level_count, batch_size); + RETURN_IF_ERROR(_materialize_count_rows(cast_set(rows), block)); + _remaining_table_level_count -= rows; + *eos = false; + return Status::OK(); + } + + void _append_file_scan_column(FileScanRequest* request, LocalColumnId column_id, + std::vector* scan_columns) { + DORIS_CHECK(request != nullptr); + DORIS_CHECK(scan_columns != nullptr); + FileScanRequestBuilder builder(request); + Status status; + if (scan_columns == &request->predicate_columns) { + status = builder.add_predicate_column(column_id); + } else { + DORIS_CHECK(scan_columns == &request->non_predicate_columns); + status = builder.add_non_predicate_column(column_id); + } + DORIS_CHECK(status.ok()) << status.to_string(); + if (column_id == LocalColumnId(ROW_POSITION_COLUMN_ID) && + _find_column_definition(_data_reader.file_schema, column_id) == nullptr) { + _data_reader.file_schema.push_back(row_position_column_definition()); + } + } + + // Append DeletePredicate to file scan request if there are deletes. The predicate will be evaluated in file reader level and filter out deleted rows before returning data to table reader. + Status _append_delete_predicate(FileScanRequest* request) { + DORIS_CHECK(request != nullptr); + if (_delete_rows == nullptr || _delete_rows->empty()) { + return Status::OK(); + } + const auto row_position_column_id = LocalColumnId(ROW_POSITION_COLUMN_ID); + _append_file_scan_column(request, row_position_column_id, &request->predicate_columns); + + auto delete_predicate = std::make_shared(*_delete_rows); + const auto block_position = request->local_positions.at(row_position_column_id); + delete_predicate->add_child(VSlotRef::create_shared( + cast_set(block_position.value()), cast_set(block_position.value()), -1, + std::make_shared(), ROW_POSITION_COLUMN_NAME)); + + request->delete_conjuncts.push_back( + VExprContext::create_shared(std::move(delete_predicate))); + return Status::OK(); + } + + // Close the current concrete reader. This hook is called by both create_next_reader() and + // close(), so it should remain idempotent. + virtual Status close_current_reader() { + _finalize_reader_condition_cache(); + RETURN_IF_ERROR(_data_reader.reader->close()); + _data_reader.reader.reset(); + if (_data_reader.column_mapper != nullptr) { + _data_reader.column_mapper->clear(); + _data_reader.column_mapper.reset(); + } + _table_filters.clear(); + _data_reader.file_schema.clear(); + _data_reader.file_block_layout.clear(); + _data_reader.block_template.clear(); + _current_task.reset(); + _current_file_description.reset(); + _current_reader_reached_eof = false; + return Status::OK(); + } + + // Finalize file-local block to table/global schema block. + Status finalize_chunk(Block* block, const size_t rows) { + SCOPED_TIMER(_profile.finalize_timer); + size_t idx = 0; + for (const auto& mapping : _data_reader.column_mapper->mappings()) { + ColumnPtr column; + RETURN_IF_ERROR(_materialize_mapping_column(mapping, &_data_reader.block_template, rows, + &column)); + block->replace_by_position(idx, IColumn::mutate(std::move(column))); + idx++; + } + RETURN_IF_ERROR(materialize_virtual_columns(block)); + // Enforce CHAR/VARCHAR length declared by the table schema after all file-to-table + // materialization has finished. + RETURN_IF_ERROR(_truncate_char_or_varchar_columns(block)); + return Status::OK(); + } + + // Materialize virtual columns in the table block, such as Iceberg _row_id and + // _last_updated_sequence_number. This runs after normal column materialization so finalize + // expressions can reference those virtual columns. + virtual Status materialize_virtual_columns(Block* table_block) { return Status::OK(); } + +#ifndef NDEBUG + Status _check_file_block_columns(std::string_view stage, size_t rows) { + DORIS_CHECK(_data_reader.block_template.columns() == _data_reader.file_block_layout.size()); + for (size_t idx = 0; idx < _data_reader.block_template.columns(); ++idx) { + const auto& file_block_column = _data_reader.file_block_layout[idx]; + const auto& column_with_type = _data_reader.block_template.get_by_position(idx); + const auto* column = column_with_type.column.get(); + try { + if (column == nullptr) { + auto st = Status::InternalError( + "Invalid file block column {} at {}: file_column_id={}, name='{}', " + "type={}, column=null, expected_rows={}, reader={}", + idx, stage, file_block_column.file_column_id.value(), + file_block_column.name, + file_block_column.type == nullptr ? "null" + : file_block_column.type->get_name(), + rows, debug_string()); + LOG(WARNING) << st; + return st; + } + column->sanity_check(); + auto st = column_with_type.check_type_and_column_match(); + if (!st.ok()) { + auto contextual_status = Status::InternalError( + "Invalid file block column {} at {}: file_column_id={}, name='{}', " + "type={}, column={}, column_size={}, expected_rows={}, error={}, " + "reader={}", + idx, stage, file_block_column.file_column_id.value(), + file_block_column.name, + file_block_column.type == nullptr ? "null" + : file_block_column.type->get_name(), + column->get_name(), column->size(), rows, st.to_string(), + debug_string()); + LOG(WARNING) << contextual_status; + return contextual_status; + } + } catch (const Exception& e) { + auto st = Status::InternalError( + "Invalid file block column {} at {}: file_column_id={}, name='{}', " + "type={}, column={}, column_size={}, expected_rows={}, error={}, " + "reader={}", + idx, stage, file_block_column.file_column_id.value(), + file_block_column.name, + file_block_column.type == nullptr ? "null" + : file_block_column.type->get_name(), + column == nullptr ? "null" : column->get_name(), + column == nullptr ? 0 : column->size(), rows, e.to_string(), + debug_string()); + LOG(WARNING) << st; + return st; + } catch (const std::exception& e) { + auto st = Status::InternalError( + "Invalid file block column {} at {}: file_column_id={}, name='{}', " + "type={}, column={}, column_size={}, expected_rows={}, error={}, " + "reader={}", + idx, stage, file_block_column.file_column_id.value(), + file_block_column.name, + file_block_column.type == nullptr ? "null" + : file_block_column.type->get_name(), + column == nullptr ? "null" : column->get_name(), + column == nullptr ? 0 : column->size(), rows, e.what(), debug_string()); + LOG(WARNING) << st; + return st; + } + } + return Status::OK(); + } + + Status _check_table_block_columns(std::string_view stage, const Block* block, size_t rows) { + DORIS_CHECK(block != nullptr); + DORIS_CHECK(block->columns() == _data_reader.column_mapper->mappings().size()); + for (size_t idx = 0; idx < block->columns(); ++idx) { + const auto& mapping = _data_reader.column_mapper->mappings()[idx]; + const auto& column_with_type = block->get_by_position(idx); + const auto* column = column_with_type.column.get(); + try { + if (column == nullptr) { + auto st = Status::InternalError( + "Invalid table block column {} at {}: table_column='{}', " + "global_index={}, type={}, column=null, expected_rows={}, mapping={}", + idx, stage, mapping.table_column_name, mapping.global_index.value(), + mapping.table_type == nullptr ? "null" : mapping.table_type->get_name(), + rows, mapping.debug_string()); + LOG(WARNING) << st; + return st; + } + column->sanity_check(); + auto st = column_with_type.check_type_and_column_match(); + if (!st.ok()) { + auto contextual_status = Status::InternalError( + "Invalid table block column {} at {}: table_column='{}', " + "global_index={}, type={}, column={}, column_size={}, " + "expected_rows={}, error={}, mapping={}", + idx, stage, mapping.table_column_name, mapping.global_index.value(), + mapping.table_type == nullptr ? "null" : mapping.table_type->get_name(), + column->get_name(), column->size(), rows, st.to_string(), + mapping.debug_string()); + LOG(WARNING) << contextual_status; + return contextual_status; + } + } catch (const Exception& e) { + auto st = Status::InternalError( + "Invalid table block column {} at {}: table_column='{}', global_index={}, " + "type={}, column={}, column_size={}, expected_rows={}, error={}, " + "mapping={}", + idx, stage, mapping.table_column_name, mapping.global_index.value(), + mapping.table_type == nullptr ? "null" : mapping.table_type->get_name(), + column == nullptr ? "null" : column->get_name(), + column == nullptr ? 0 : column->size(), rows, e.to_string(), + mapping.debug_string()); + LOG(WARNING) << st; + return st; + } catch (const std::exception& e) { + auto st = Status::InternalError( + "Invalid table block column {} at {}: table_column='{}', global_index={}, " + "type={}, column={}, column_size={}, expected_rows={}, error={}, " + "mapping={}", + idx, stage, mapping.table_column_name, mapping.global_index.value(), + mapping.table_type == nullptr ? "null" : mapping.table_type->get_name(), + column == nullptr ? "null" : column->get_name(), + column == nullptr ? 0 : column->size(), rows, e.what(), + mapping.debug_string()); + LOG(WARNING) << st; + return st; + } + } + return Status::OK(); + } +#endif + + Status _truncate_char_or_varchar_columns(Block* block) { + DORIS_CHECK(block != nullptr); + if (_runtime_state == nullptr || + !_runtime_state->query_options().truncate_char_or_varchar_columns) { + return Status::OK(); + } + DORIS_CHECK(block->columns() == _data_reader.column_mapper->mappings().size()); + for (size_t idx = 0; idx < _data_reader.column_mapper->mappings().size(); ++idx) { + const auto& mapping = _data_reader.column_mapper->mappings()[idx]; + if (!_should_truncate_char_or_varchar_column(mapping)) { + continue; + } + const auto target_len = + assert_cast(remove_nullable(mapping.table_type).get()) + ->len(); + _truncate_char_or_varchar_column(block, idx, target_len); + } + return Status::OK(); + } + + // Return true when the table schema has a bounded CHAR/VARCHAR length that is stricter than + // the file-side type. Examples: + // - table VARCHAR(10), file VARCHAR(20): truncate to 10; + // - table VARCHAR(10), file STRING: truncate to 10 because STRING has no declared bound; + // - table STRING, any file type: no truncation because the target has no bound. + static bool _should_truncate_char_or_varchar_column(const ColumnMapping& mapping) { + if (mapping.table_type == nullptr) { + return false; + } + const auto table_type = remove_nullable(mapping.table_type); + const auto primitive_type = table_type->get_primitive_type(); + if (primitive_type != TYPE_VARCHAR && primitive_type != TYPE_CHAR) { + return false; + } + const auto target_len = assert_cast(table_type.get())->len(); + if (target_len <= 0) { + return false; + } + if (mapping.file_type == nullptr) { + return true; + } + const auto file_type = remove_nullable(mapping.file_type); + DORIS_CHECK(file_type != nullptr); + int file_len = -1; + if (file_type->get_primitive_type() == TYPE_VARCHAR || + file_type->get_primitive_type() == TYPE_CHAR || + file_type->get_primitive_type() == TYPE_STRING) { + file_len = assert_cast(file_type.get())->len(); + } + + return file_len < 0 || target_len < file_len; + } + + // Truncate a materialized CHAR/VARCHAR column in place by reusing the vectorized substring + // implementation: substring(column, 1, len). Nullable columns are unwrapped before substring + // execution and wrapped back with the original null map afterward, because substring operates + // on the nested string payload only. + static void _truncate_char_or_varchar_column(Block* block, size_t idx, int len) { + DORIS_CHECK(block != nullptr); + auto int_type = std::make_shared(); + const auto num_columns_without_result = cast_set(block->columns()); + auto& target = block->get_by_position(idx); + const bool is_nullable = target.type->is_nullable(); + ColumnPtr input_column = target.column; + ColumnPtr null_map_column; + if (is_nullable) { + const auto* nullable_column = assert_cast(target.column.get()); + input_column = nullable_column->get_nested_column_ptr(); + null_map_column = nullable_column->get_null_map_column_ptr(); + } + block->replace_by_position(idx, std::move(input_column)); + block->insert({int_type->create_column_const(block->rows(), to_field(1)), + int_type, "const 1"}); + block->insert({int_type->create_column_const(block->rows(), to_field(len)), + int_type, "const len"}); + block->insert({nullptr, std::make_shared(), "result"}); + + ColumnNumbers temp_arguments(3); + temp_arguments[0] = cast_set(idx); + temp_arguments[1] = num_columns_without_result; + temp_arguments[2] = num_columns_without_result + 1; + const uint32_t result_column_id = num_columns_without_result + 2; + SubstringUtil::substring_execute(*block, temp_arguments, result_column_id, block->rows()); + + ColumnPtr result_column = block->get_by_position(result_column_id).column; + if (is_nullable) { + result_column = ColumnNullable::create(std::move(result_column), null_map_column); + } + block->replace_by_position(idx, std::move(result_column)); + block->erase_tail(num_columns_without_result); + } + + Status _try_materialize_aggregate_pushdown_rows(Block* block, bool* pushed_down) { + DORIS_CHECK(block != nullptr); + DORIS_CHECK(pushed_down != nullptr); + *pushed_down = false; + block->clear_column_data(_projected_columns.size()); + _aggregate_pushdown_tried = true; + if (!_supports_aggregate_pushdown(_push_down_agg_type)) { + return Status::OK(); + } + + FileAggregateRequest file_request; + RETURN_IF_ERROR(_build_file_aggregate_request(_push_down_agg_type, &file_request)); + FileAggregateResult file_result; + const auto status = _data_reader.reader->get_aggregate_result(file_request, &file_result); + if (status.is()) { + return Status::OK(); + } + RETURN_IF_ERROR(status); + RETURN_IF_ERROR( + _materialize_aggregate_pushdown_rows(_push_down_agg_type, file_result, block)); + *pushed_down = true; + RETURN_IF_ERROR(close_current_reader()); + return Status::OK(); + } + + virtual bool _supports_aggregate_pushdown(TPushAggOp::type agg_type) const { + // Only COUNT and MIN/MAX can be push down. + if (agg_type != TPushAggOp::type::COUNT && agg_type != TPushAggOp::type::MINMAX) { + return false; + } + // Only support aggregate pushdown when there is no delete, filter and column predicate, so + // the reduced rows consumed by the upper aggregate remain semantically equivalent to a + // normal scan. + if (_delete_rows != nullptr && !_delete_rows->empty()) { + return false; + } + if (!_table_filters.empty() || !_table_column_predicates.empty()) { + return false; + } + if (agg_type == TPushAggOp::type::COUNT) { + return true; + } + // For MIN/MAX, only support direct file-to-table column mappings. The two emitted rows + // must be enough for the upper MIN/MAX aggregate without evaluating default expressions or + // virtual columns. + for (const auto& mapping : _data_reader.column_mapper->mappings()) { + if (!mapping.file_local_id.has_value() || + mapping.virtual_column_type != TableVirtualColumnType::INVALID || + mapping.default_expr != nullptr || mapping.file_type == nullptr || + mapping.table_type == nullptr) { + return false; + } + if (!_can_push_down_minmax_for_mapping(mapping)) { + return false; + } + } + return true; + } + + static ColumnPtr _detach_column(ColumnPtr column) { + DORIS_CHECK(column.get() != nullptr); + return IColumn::mutate(std::move(column)); + } + + static Status _align_column_nullability(ColumnPtr* column, const DataTypePtr& table_type) { + DORIS_CHECK(column != nullptr); + DORIS_CHECK(column->get() != nullptr); + DORIS_CHECK(table_type != nullptr); + // Must return non-const column + *column = (*column)->convert_to_full_column_if_const(); + if (table_type->is_nullable()) { + const auto& nested_type = + assert_cast(*table_type).get_nested_type(); + if (!(*column)->is_nullable()) { + RETURN_IF_ERROR(_align_column_nullability(column, nested_type)); + *column = make_nullable(*column); + return Status::OK(); + } + const auto& nullable_column = assert_cast(**column); + ColumnPtr nested_column = nullable_column.get_nested_column_ptr(); + RETURN_IF_ERROR(_align_column_nullability(&nested_column, nested_type)); + *column = ColumnNullable::create(nested_column, + nullable_column.get_null_map_column_ptr()); + return Status::OK(); + } + if ((*column)->is_nullable()) { + const auto& nullable_column = assert_cast(**column); + if (nullable_column.has_null()) { + return Status::InternalError( + "Default expression produced NULL for non-nullable table column"); + } + ColumnPtr nested_column = nullable_column.get_nested_column_ptr(); + RETURN_IF_ERROR(_align_column_nullability(&nested_column, table_type)); + *column = nested_column; + return Status::OK(); + } + if (const auto* array_type = typeid_cast(table_type.get())) { + const auto& array_column = assert_cast(**column); + ColumnPtr nested_column = array_column.get_data_ptr(); + RETURN_IF_ERROR( + _align_column_nullability(&nested_column, array_type->get_nested_type())); + *column = ColumnArray::create(nested_column, array_column.get_offsets_ptr()); + return Status::OK(); + } + if (const auto* map_type = typeid_cast(table_type.get())) { + const auto& map_column = assert_cast(**column); + ColumnPtr key_column = map_column.get_keys_ptr(); + ColumnPtr value_column = map_column.get_values_ptr(); + RETURN_IF_ERROR(_align_column_nullability(&key_column, map_type->get_key_type())); + RETURN_IF_ERROR(_align_column_nullability(&value_column, map_type->get_value_type())); + *column = ColumnMap::create(key_column, value_column, map_column.get_offsets_ptr()); + return Status::OK(); + } + if (const auto* struct_type = typeid_cast(table_type.get())) { + const auto& struct_column = assert_cast(**column); + Columns columns = struct_column.get_columns_copy(); + DORIS_CHECK(columns.size() == struct_type->get_elements().size()); + for (size_t i = 0; i < columns.size(); ++i) { + RETURN_IF_ERROR( + _align_column_nullability(&columns[i], struct_type->get_element(i))); + } + *column = ColumnStruct::create(columns); + return Status::OK(); + } + return Status::OK(); + } + + static Status _execute_default_expr_without_root_type_check( + const VExprContextSPtr& default_expr, const Block* block, + ColumnWithTypeAndName* result_data) { + DORIS_CHECK(default_expr != nullptr); + DORIS_CHECK(block != nullptr); + DORIS_CHECK(result_data != nullptr); + ColumnPtr result_column; + Status st; + RETURN_IF_CATCH_EXCEPTION({ + st = default_expr->root()->execute_column_impl(default_expr.get(), block, nullptr, + block->rows(), result_column); + }); + RETURN_IF_ERROR(st); + DORIS_CHECK(result_column.get() != nullptr); + if (result_column->size() != block->rows()) { + return Status::InternalError( + "Default expr {} return column size {} not equal to expected size {}", + default_expr->expr_name(), result_column->size(), block->rows()); + } + result_data->column = result_column; + result_data->type = default_expr->execute_type(block); + result_data->name = default_expr->expr_name(); + return Status::OK(); + } + + Status _cast_column_to_type(ColumnPtr* column, const DataTypePtr& file_type, + const DataTypePtr& table_type, + const std::string& column_name) const { + DORIS_CHECK(column != nullptr); + DORIS_CHECK(column->get() != nullptr); + DORIS_CHECK(file_type != nullptr); + DORIS_CHECK(table_type != nullptr); + if (file_type->equals(*table_type)) { + return Status::OK(); + } + + DataTypePtr input_type = file_type; + if ((*column)->is_nullable() && !input_type->is_nullable()) { + input_type = make_nullable(input_type); + } + Block cast_block; + cast_block.insert({*column, input_type, column_name}); + auto slot_ref = VSlotRef::create_shared(0, 0, -1, input_type, column_name); + auto cast_expr = Cast::create_shared(table_type); + cast_expr->add_child(std::move(slot_ref)); + auto cast_ctx = VExprContext::create_shared(std::move(cast_expr)); + RowDescriptor row_desc; + RETURN_IF_ERROR(cast_ctx->prepare(_runtime_state, row_desc)); + RETURN_IF_ERROR(cast_ctx->open(_runtime_state)); + ColumnPtr cast_column; + RETURN_IF_ERROR(cast_ctx->execute(&cast_block, cast_column)); + *column = std::move(cast_column); + return Status::OK(); + } + + Status _materialize_present_child_mapping_column(const ColumnMapping& mapping, + const ColumnPtr& file_column, + const size_t rows, ColumnPtr* column) { + DORIS_CHECK(column != nullptr); + DORIS_CHECK(mapping.file_type != nullptr); + DORIS_CHECK(mapping.table_type != nullptr); + *column = file_column; + if (!mapping.is_trivial) { + if (!mapping.child_mappings.empty()) { + RETURN_IF_ERROR( + _materialize_complex_mapping_column(mapping, *column, rows, column)); + } else { + RETURN_IF_ERROR(_cast_column_to_type(column, mapping.file_type, mapping.table_type, + mapping.file_column_name)); + } + } + RETURN_IF_ERROR(_align_column_nullability(column, mapping.table_type)); + return Status::OK(); + } + + Status _materialize_mapping_column(const ColumnMapping& mapping, Block* current_block, + const size_t rows, ColumnPtr* column) { + if (!mapping.is_trivial && mapping.file_local_id.has_value() && + !mapping.child_mappings.empty()) { + DCHECK(mapping.projection != nullptr); + int res_id; + auto st = mapping.projection->execute(current_block, &res_id); + if (!st.ok()) { + return Status::InternalError( + "Failed to execute complex mapping projection for table column '{}' " + "(global_index={}, file_local_id={}, rows={}): {}, mapping={}", + mapping.table_column_name, mapping.global_index.value(), + *mapping.file_local_id, rows, st.to_string(), mapping.debug_string()); + } + ColumnPtr result_column = current_block->get_by_position(res_id).column; + RETURN_IF_ERROR( + _materialize_complex_mapping_column(mapping, result_column, rows, column)); + return Status::OK(); + } + if (mapping.projection != nullptr) { + int res_id; + auto st = mapping.projection->execute(current_block, &res_id); + if (!st.ok()) { + std::string file_local_id = "null"; + if (mapping.file_local_id.has_value()) { + file_local_id = std::to_string(*mapping.file_local_id); + } + return Status::InternalError( + "Failed to execute mapping projection for table column '{}' " + "(global_index={}, file_local_id={}, rows={}): {}, mapping={}", + mapping.table_column_name, mapping.global_index.value(), file_local_id, + rows, st.to_string(), mapping.debug_string()); + } + ColumnPtr result_column = current_block->get_by_position(res_id).column; + *column = _detach_column(std::move(result_column)); + return Status::OK(); + } + if (mapping.default_expr != nullptr) { + if (current_block->rows() == rows) { + ColumnWithTypeAndName result; + RETURN_IF_ERROR(_execute_default_expr_without_root_type_check( + mapping.default_expr, current_block, &result)); + ColumnPtr result_column = result.column; + RETURN_IF_ERROR(_align_column_nullability(&result_column, mapping.table_type)); + *column = _detach_column(std::move(result_column)); + } else { + DORIS_CHECK(mapping.constant_index.has_value()); + Block eval_block; + eval_block.insert({mapping.table_type->create_column_const_with_default_value(rows), + mapping.table_type, "__table_reader_const_rows"}); + ColumnWithTypeAndName result; + RETURN_IF_ERROR(_execute_default_expr_without_root_type_check( + mapping.default_expr, &eval_block, &result)); + ColumnPtr result_column = result.column; + RETURN_IF_ERROR(_align_column_nullability(&result_column, mapping.table_type)); + *column = _detach_column(std::move(result_column)); + } + return Status::OK(); + } + ColumnPtr result_column = mapping.table_type->create_column_const_with_default_value(rows); + *column = _detach_column(std::move(result_column)); + return Status::OK(); + } + + Status _materialize_complex_mapping_column(const ColumnMapping& mapping, + const ColumnPtr& file_column, const size_t rows, + ColumnPtr* column) { + DORIS_CHECK(mapping.table_type != nullptr); + DORIS_CHECK(file_column.get() != nullptr); + const auto table_type = remove_nullable(mapping.table_type); + switch (table_type->get_primitive_type()) { + case TYPE_STRUCT: + RETURN_IF_ERROR(_materialize_struct_mapping_column(mapping, file_column, rows, column)); + break; + case TYPE_ARRAY: + RETURN_IF_ERROR(_materialize_array_mapping_column(mapping, file_column, rows, column)); + break; + case TYPE_MAP: + RETURN_IF_ERROR(_materialize_map_mapping_column(mapping, file_column, rows, column)); + break; + default: + *column = _detach_column(file_column); + break; + } + return Status::OK(); + } + + static std::vector _present_child_mappings_in_file_order( + const std::vector& child_mappings) { + std::vector result; + result.reserve(child_mappings.size()); + for (const auto& child_mapping : child_mappings) { + if (child_mapping.file_local_id.has_value()) { + result.push_back(&child_mapping); + } + } + std::ranges::sort(result, [](const ColumnMapping* lhs, const ColumnMapping* rhs) { + DORIS_CHECK(lhs->file_local_id.has_value()); + DORIS_CHECK(rhs->file_local_id.has_value()); + return *lhs->file_local_id < *rhs->file_local_id; + }); + return result; + } + + static size_t _file_child_ordinal_for_mapping( + const ColumnMapping& mapping, const ColumnMapping& child_mapping, + const std::vector& file_ordered_children) { + DORIS_CHECK(child_mapping.file_local_id.has_value()); + if (!mapping.projected_file_children.empty()) { + const auto child_it = std::ranges::find_if( + mapping.projected_file_children, [&](const ColumnDefinition& file_child) { + return file_child.file_local_id() == *child_mapping.file_local_id; + }); + DORIS_CHECK(child_it != mapping.projected_file_children.end()); + return static_cast( + std::distance(mapping.projected_file_children.begin(), child_it)); + } + const auto child_it = std::ranges::find(file_ordered_children, &child_mapping); + DORIS_CHECK(child_it != file_ordered_children.end()); + return static_cast(std::distance(file_ordered_children.begin(), child_it)); + } + + static std::vector _child_mappings_in_table_type_order( + const ColumnMapping& mapping, const DataTypeStruct& table_type) { + std::vector result; + result.reserve(mapping.child_mappings.size()); + for (size_t child_idx = 0; child_idx < table_type.get_elements().size(); ++child_idx) { + const auto& child_name = table_type.get_element_name(child_idx); + const auto child_it = std::ranges::find_if( + mapping.child_mappings, [&](const ColumnMapping& child_mapping) { + return child_mapping.table_column_name == child_name; + }); + DORIS_CHECK(child_it != mapping.child_mappings.end()) + << mapping.debug_string() << ", table_child_name=" << child_name; + result.push_back(&*child_it); + } + return result; + } + + static const IColumn* _nested_column_if_nullable(const ColumnPtr& column, + const NullMap** null_map) { + DORIS_CHECK(column.get() != nullptr); + if (const auto* nullable_column = check_and_get_column(*column)) { + if (null_map != nullptr) { + *null_map = &nullable_column->get_null_map_data(); + } + return &nullable_column->get_nested_column(); + } + return column.get(); + } + + Status _materialize_struct_mapping_column(const ColumnMapping& mapping, + const ColumnPtr& file_column, const size_t rows, + ColumnPtr* column) { + DORIS_CHECK(mapping.table_type != nullptr); + const auto* table_type = + assert_cast(remove_nullable(mapping.table_type).get()); + const auto full_file_column = file_column->convert_to_full_column_if_const(); + const NullMap* parent_null_map = nullptr; + const auto* nested_file_column = + _nested_column_if_nullable(full_file_column, &parent_null_map); + const auto* file_struct = assert_cast(nested_file_column); + DORIS_CHECK(table_type->get_elements().size() == mapping.child_mappings.size()); + + Columns child_columns; + child_columns.reserve(mapping.child_mappings.size()); + const auto file_ordered_children = + _present_child_mappings_in_file_order(mapping.child_mappings); + const auto table_ordered_children = + _child_mappings_in_table_type_order(mapping, *table_type); + for (const auto* child_mapping : table_ordered_children) { + DORIS_CHECK(child_mapping != nullptr); + if (!child_mapping->file_local_id.has_value()) { + child_columns.push_back( + child_mapping->table_type->create_column_const_with_default_value(rows) + ->convert_to_full_column_if_const()); + continue; + } + const auto file_child_idx = + _file_child_ordinal_for_mapping(mapping, *child_mapping, file_ordered_children); + DORIS_CHECK(file_child_idx < file_struct->get_columns().size()); + ColumnPtr child_column = file_struct->get_column_ptr(file_child_idx); + RETURN_IF_ERROR(_materialize_present_child_mapping_column(*child_mapping, child_column, + rows, &child_column)); + child_columns.push_back(std::move(child_column)); + } + MutableColumns mutable_child_columns; + mutable_child_columns.reserve(child_columns.size()); + for (auto& child_column : child_columns) { + mutable_child_columns.push_back(IColumn::mutate(std::move(child_column))); + } + auto result = ColumnStruct::create(std::move(mutable_child_columns)); + if (mapping.table_type->is_nullable()) { + auto null_map = ColumnUInt8::create(); + auto& null_map_data = null_map->get_data(); + null_map_data.resize(rows); + if (parent_null_map != nullptr) { + DORIS_CHECK(parent_null_map->size() == rows); + null_map_data.assign(parent_null_map->begin(), parent_null_map->end()); + } else { + std::fill(null_map_data.begin(), null_map_data.end(), 0); + } + *column = ColumnNullable::create(std::move(result), std::move(null_map)); + } else { + *column = std::move(result); + } + return Status::OK(); + } + + Status _materialize_array_mapping_column(const ColumnMapping& mapping, + const ColumnPtr& file_column, const size_t rows, + ColumnPtr* column) { + DORIS_CHECK(mapping.child_mappings.size() == 1); + const auto full_file_column = file_column->convert_to_full_column_if_const(); + const NullMap* parent_null_map = nullptr; + const auto* nested_file_column = + _nested_column_if_nullable(full_file_column, &parent_null_map); + const auto* file_array = assert_cast(nested_file_column); + ColumnPtr nested_column = file_array->get_data_ptr(); + const auto& element_mapping = mapping.child_mappings[0]; + RETURN_IF_ERROR(_materialize_present_child_mapping_column( + element_mapping, nested_column, nested_column->size(), &nested_column)); + auto offsets_column = file_array->get_offsets_ptr()->convert_to_full_column_if_const(); + auto result = ColumnArray::create(IColumn::mutate(std::move(nested_column)), + IColumn::mutate(std::move(offsets_column))); + if (mapping.table_type->is_nullable()) { + auto null_map = ColumnUInt8::create(); + auto& null_map_data = null_map->get_data(); + null_map_data.resize(rows); + if (parent_null_map != nullptr) { + DORIS_CHECK(parent_null_map->size() == rows); + null_map_data.assign(parent_null_map->begin(), parent_null_map->end()); + } else { + std::fill(null_map_data.begin(), null_map_data.end(), 0); + } + *column = ColumnNullable::create(std::move(result), std::move(null_map)); + } else { + *column = std::move(result); + } + return Status::OK(); + } + + Status _materialize_map_mapping_column(const ColumnMapping& mapping, + const ColumnPtr& file_column, const size_t rows, + ColumnPtr* column) { + const auto full_file_column = file_column->convert_to_full_column_if_const(); + const NullMap* parent_null_map = nullptr; + const auto* nested_file_column = + _nested_column_if_nullable(full_file_column, &parent_null_map); + const auto* file_map = assert_cast(nested_file_column); + ColumnPtr key_column = file_map->get_keys_ptr(); + ColumnPtr value_column = file_map->get_values_ptr(); + + const ColumnMapping* key_mapping = nullptr; + const ColumnMapping* value_mapping = nullptr; + for (const auto& child_mapping : mapping.child_mappings) { + if (!child_mapping.file_local_id.has_value()) { + continue; + } + if (*child_mapping.file_local_id == 0) { + key_mapping = &child_mapping; + } else if (*child_mapping.file_local_id == 1) { + value_mapping = &child_mapping; + } + } + + if (key_mapping != nullptr) { + RETURN_IF_ERROR(_materialize_present_child_mapping_column( + *key_mapping, key_column, key_column->size(), &key_column)); + } + if (value_mapping != nullptr) { + RETURN_IF_ERROR(_materialize_present_child_mapping_column( + *value_mapping, value_column, value_column->size(), &value_column)); + } + auto offsets_column = file_map->get_offsets_ptr()->convert_to_full_column_if_const(); + auto result = ColumnMap::create(IColumn::mutate(std::move(key_column)), + IColumn::mutate(std::move(value_column)), + IColumn::mutate(std::move(offsets_column))); + if (mapping.table_type->is_nullable()) { + auto null_map = ColumnUInt8::create(); + auto& null_map_data = null_map->get_data(); + null_map_data.resize(rows); + if (parent_null_map != nullptr) { + DORIS_CHECK(parent_null_map->size() == rows); + null_map_data.assign(parent_null_map->begin(), parent_null_map->end()); + } else { + std::fill(null_map_data.begin(), null_map_data.end(), 0); + } + *column = ColumnNullable::create(std::move(result), std::move(null_map)); + } else { + *column = std::move(result); + } + return Status::OK(); + } + + Status _open_mapping_exprs() { + RowDescriptor row_desc; + for (const auto& mapping : _data_reader.column_mapper->mappings()) { + if (mapping.projection != nullptr) { + RETURN_IF_ERROR(mapping.projection->prepare(_runtime_state, row_desc)); + RETURN_IF_ERROR(mapping.projection->open(_runtime_state)); + } + if (mapping.default_expr != nullptr) { + RETURN_IF_ERROR(mapping.default_expr->prepare(_runtime_state, row_desc)); + RETURN_IF_ERROR(mapping.default_expr->open(_runtime_state)); + } + } + return Status::OK(); + } + + Status _build_file_aggregate_request(TPushAggOp::type agg_type, + FileAggregateRequest* request) const { + DORIS_CHECK(request != nullptr); + DORIS_CHECK(_supports_aggregate_pushdown(agg_type)); + request->agg_type = agg_type; + request->columns.clear(); + if (agg_type == TPushAggOp::type::COUNT) { + return Status::OK(); + } + request->columns.reserve(_data_reader.column_mapper->mappings().size()); + for (const auto& mapping : _data_reader.column_mapper->mappings()) { + DORIS_CHECK(mapping.file_local_id.has_value()); + FileAggregateRequest::Column column; + column.projection = LocalColumnIndex::top_level(LocalColumnId(*mapping.file_local_id)); + if (!mapping.child_mappings.empty()) { + RETURN_IF_ERROR(build_aggregate_projection(mapping, &column.projection)); + } + request->columns.push_back(std::move(column)); + } + return Status::OK(); + } + + Status _materialize_aggregate_pushdown_rows(TPushAggOp::type agg_type, + const FileAggregateResult& file_result, + Block* block) { + if (agg_type == TPushAggOp::type::COUNT) { + // COUNT pushdown is not a final count value. It emits `count` default rows so the + // upper COUNT(*) aggregate can count them and produce the final result, including + // zero rows when count is 0. + DORIS_CHECK(file_result.count >= 0); + return _materialize_count_rows(cast_set(file_result.count), block); + } + // MIN/MAX pushdown emits two rows, min first and max second, for each projected column. + // The upper MIN/MAX aggregate consumes those two rows to produce the final aggregate value. + DORIS_CHECK(file_result.columns.size() == _data_reader.column_mapper->mappings().size()); + DORIS_CHECK(block->columns() == _data_reader.column_mapper->mappings().size()); + Block file_block; + file_block.reserve(_data_reader.file_block_layout.size()); + for (const auto& column : _data_reader.file_block_layout) { + file_block.insert({column.type->create_column(), column.type, column.name}); + } + for (size_t column_idx = 0; column_idx < file_result.columns.size(); ++column_idx) { + const auto& result_column = file_result.columns[column_idx]; + if (!result_column.has_min || !result_column.has_max) { + return Status::NotSupported("Missing min/max aggregate result for column {}", + _projected_columns[column_idx].name); + } + bool found_file_column = false; + for (size_t block_position = 0; block_position < _data_reader.file_block_layout.size(); + ++block_position) { + if (_data_reader.file_block_layout[block_position].file_column_id == + file_result.columns[column_idx].projection.column_id()) { + found_file_column = true; + auto column = file_block.get_by_position(block_position) + .type->create_column() + ->assert_mutable(); + RETURN_IF_ERROR(_insert_aggregate_projection_value( + file_result.columns[column_idx].projection, result_column.min_value, + column.get())); + RETURN_IF_ERROR(_insert_aggregate_projection_value( + file_result.columns[column_idx].projection, result_column.max_value, + column.get())); + file_block.replace_by_position(block_position, std::move(column)); + break; + } + } + DORIS_CHECK(found_file_column); + } + for (size_t column_idx = 0; column_idx < _data_reader.column_mapper->mappings().size(); + ++column_idx) { + ColumnPtr table_column; + RETURN_IF_ERROR( + _materialize_mapping_column(_data_reader.column_mapper->mappings()[column_idx], + &file_block, 2, &table_column)); + block->replace_by_position(column_idx, std::move(table_column)); + } + return Status::OK(); + } + + struct FileBlockColumn { + LocalColumnId file_column_id = LocalColumnId::invalid(); + std::string name; + DataTypePtr type; + }; + + struct DataReader { + std::unique_ptr reader; + std::unique_ptr column_mapper; + // Schema of the data file, also including virtual column (row position). + std::vector file_schema; + // Layout of the block returned by file reader, determined by column mapping and file + // schema. It is used for file reader to materialize columns into correct type and position. + std::vector file_block_layout; + Block block_template; + }; + DataReader _data_reader; + std::vector _projected_columns; + std::unique_ptr _current_task; + std::optional _current_file_description; + // Range-level compression has higher priority than scan-param compression. TVF/load can keep + // the logical format as CSV/TEXT while carrying the concrete compression such as GZ or LZO on + // each TFileRangeDesc, matching the old FileScanner reader contract. + TFileCompressType::type _current_range_compress_type = TFileCompressType::UNKNOWN; + std::optional _current_range_load_id; + TFileRangeDesc _current_file_range_desc; + std::shared_ptr _system_properties; + // partition key -> value + std::map _partition_values; + // Predicates built from scan conjuncts before file-level localization. + std::vector _table_filters; + TableColumnPredicates _table_column_predicates; + VExprContextSPtrs _conjuncts; + ReadProfile _profile; + // Parsed from row-position based delete files, including position delete and deletion vector. + DeleteRows* _delete_rows = nullptr; + TFileScanRangeParams* _scan_params; + std::shared_ptr _io_ctx; + RuntimeState* _runtime_state; + RuntimeProfile* _scanner_profile; + const std::vector* _file_slot_descs = nullptr; + FileFormat _format; + TPushAggOp::type _push_down_agg_type = TPushAggOp::type::NONE; + uint64_t _condition_cache_digest = 0; + segment_v2::ConditionCache::ExternalCacheKey _condition_cache_key; + std::shared_ptr> _condition_cache; + std::shared_ptr _condition_cache_ctx; + int64_t _condition_cache_hit_count = 0; + bool _current_reader_reached_eof = false; + int64_t _remaining_table_level_count = -1; + std::optional _global_rowid_context; + bool _aggregate_pushdown_tried = false; + TableColumnMapperOptions _mapper_options; + +private: + static const ColumnDefinition* _find_column_definition( + const std::vector& schema, LocalColumnId column_id) { + for (const auto& field : schema) { + if (field.file_local_id() == column_id.value()) { + return &field; + } + } + return nullptr; + } + + static bool _can_push_down_minmax_for_mapping(const ColumnMapping& mapping) { + if (mapping.child_mappings.empty()) { + return true; + } + const auto primitive_type = remove_nullable(mapping.file_type)->get_primitive_type(); + if (primitive_type != TYPE_STRUCT) { + return false; + } + size_t mapped_children = 0; + const ColumnMapping* mapped_child = nullptr; + for (const auto& child_mapping : mapping.child_mappings) { + if (!child_mapping.file_local_id.has_value()) { + continue; + } + ++mapped_children; + mapped_child = &child_mapping; + } + return mapped_children == 1 && mapped_child != nullptr && + _can_push_down_minmax_for_mapping(*mapped_child); + } + + static Status build_aggregate_projection(const ColumnMapping& mapping, + LocalColumnIndex* projection) { + DORIS_CHECK(projection != nullptr); + DORIS_CHECK(mapping.file_local_id.has_value()); + *projection = LocalColumnIndex::local(*mapping.file_local_id); + projection->children.clear(); + projection->project_all_children = true; + if (mapping.child_mappings.empty()) { + return Status::OK(); + } + projection->project_all_children = false; + for (const auto& child_mapping : mapping.child_mappings) { + if (!child_mapping.file_local_id.has_value()) { + continue; + } + LocalColumnIndex child_projection; + RETURN_IF_ERROR(build_aggregate_projection(child_mapping, &child_projection)); + projection->children.push_back(std::move(child_projection)); + } + DORIS_CHECK(projection->children.size() == 1); + return Status::OK(); + } + + static Status _insert_aggregate_projection_value(const LocalColumnIndex& projection, + const Field& value, IColumn* column) { + DORIS_CHECK(column != nullptr); + if (auto* nullable_column = check_and_get_column(*column)) { + RETURN_IF_ERROR(_insert_aggregate_projection_value( + projection, value, &nullable_column->get_nested_column())); + nullable_column->get_null_map_data().push_back(0); + return Status::OK(); + } + if (projection.project_all_children || projection.children.empty()) { + column->insert(value); + return Status::OK(); + } + auto* struct_column = assert_cast(column); + DORIS_CHECK(projection.children.size() == 1); + const auto& child_projection = projection.children[0]; + DORIS_CHECK(struct_column->get_columns().size() == 1); + RETURN_IF_ERROR(_insert_aggregate_projection_value(child_projection, value, + &struct_column->get_column(0))); + return Status::OK(); + } + + // Parse row-position deletes from table format specific parameters, and fill in _delete_rows. + Status _parse_delete_predicates(const SplitReadOptions& options); +}; + +} // namespace doris::format diff --git a/be/src/io/file_factory.cpp b/be/src/io/file_factory.cpp index 553cdc4460e15c..9610bc028595ec 100644 --- a/be/src/io/file_factory.cpp +++ b/be/src/io/file_factory.cpp @@ -57,21 +57,20 @@ namespace doris { constexpr std::string_view RANDOM_CACHE_BASE_PATH = "random"; -io::FileReaderOptions FileFactory::get_reader_options(RuntimeState* state, +io::FileReaderOptions FileFactory::get_reader_options(const TQueryOptions& option, const io::FileDescription& fd) { io::FileReaderOptions opts { .cache_base_path {}, .file_size = fd.file_size, .mtime = fd.mtime, }; - if (config::enable_file_cache && state != nullptr && - state->query_options().__isset.enable_file_cache && - state->query_options().enable_file_cache && fd.file_cache_admission) { + if (config::enable_file_cache && option.__isset.enable_file_cache && option.enable_file_cache && + fd.file_cache_admission) { opts.cache_type = io::FileCachePolicy::FILE_BLOCK_CACHE; } - if (state != nullptr && state->query_options().__isset.file_cache_base_path && - state->query_options().file_cache_base_path != RANDOM_CACHE_BASE_PATH) { - opts.cache_base_path = state->query_options().file_cache_base_path; + if (option.__isset.file_cache_base_path && + option.file_cache_base_path != RANDOM_CACHE_BASE_PATH) { + opts.cache_base_path = option.file_cache_base_path; } return opts; } diff --git a/be/src/io/file_factory.h b/be/src/io/file_factory.h index 7d662e4fdde469..33595313b921b1 100644 --- a/be/src/io/file_factory.h +++ b/be/src/io/file_factory.h @@ -16,6 +16,7 @@ // under the License. #pragma once +#include #include #include #include @@ -64,6 +65,8 @@ struct FileDescription { // -1 means unset. // If the file length is not set, the file length will be fetched from the file system. int64_t file_size = -1; + int64_t range_start_offset = 0; + int64_t range_size = -1; // modification time of this file. // 0 means unset. int64_t mtime = 0; @@ -83,7 +86,7 @@ class FileFactory { ENABLE_FACTORY_CREATOR(FileFactory); public: - static io::FileReaderOptions get_reader_options(RuntimeState* state, + static io::FileReaderOptions get_reader_options(const TQueryOptions& option, const io::FileDescription& fd); /// Create a temporary FileSystem for accessing file corresponding to `file_description` diff --git a/be/src/io/io_common.h b/be/src/io/io_common.h index 36b20517afb87c..566e376219efab 100644 --- a/be/src/io/io_common.h +++ b/be/src/io/io_common.h @@ -97,6 +97,10 @@ struct IOContext { // if `is_warmup` == true, this I/O request is from a warm up task bool is_warmup {false}; int64_t condition_cache_filtered_rows = 0; + // Rows removed by file-local predicate conjuncts inside FileReader/TableReader. Scanner-level + // output filtering already records its own unselected rows; this counter carries the rows that + // were filtered before the block returned to Scanner. + int64_t predicate_filtered_rows = 0; }; } // namespace io diff --git a/be/src/storage/segment/condition_cache.h b/be/src/storage/segment/condition_cache.h index 511b9c56abac5e..a189312ee1427a 100644 --- a/be/src/storage/segment/condition_cache.h +++ b/be/src/storage/segment/condition_cache.h @@ -26,6 +26,7 @@ #include #include #include +#include #include "common/config.h" #include "common/status.h" @@ -38,7 +39,19 @@ #include "util/slice.h" #include "util/time.h" -namespace doris::segment_v2 { +namespace doris { + +// Context passed from scan/table-reader layers to physical readers for condition cache +// integration. On MISS, readers set filter_result[granule] to true when row-level predicates keep +// at least one row in that granule. On HIT, readers skip granules whose cached bit is false. +struct ConditionCacheContext { + bool is_hit = false; + std::shared_ptr> filter_result; // per-granule: true = has surviving rows + int64_t base_granule = 0; // global granule index of filter_result[0] + static constexpr int GRANULE_SIZE = 2048; +}; + +namespace segment_v2 { class ConditionCacheHandle; @@ -167,4 +180,5 @@ class ConditionCacheHandle { DISALLOW_COPY_AND_ASSIGN(ConditionCacheHandle); }; -} // namespace doris::segment_v2 +} // namespace segment_v2 +} // namespace doris diff --git a/be/src/util/jni-util.h b/be/src/util/jni-util.h index b230ac67f4778e..de9030b5b3a7c7 100644 --- a/be/src/util/jni-util.h +++ b/be/src/util/jni-util.h @@ -606,6 +606,14 @@ class Object { bool uninitialized() const { return _obj == nullptr; } + void reset(JNIEnv* env) { + if (_obj == nullptr) { + return; + } + RefHelper::destroy(env, _obj); + _obj = nullptr; + } + template bool equal(JNIEnv* env, const Object& other) { DCHECK(!uninitialized()); diff --git a/be/test/CMakeLists.txt b/be/test/CMakeLists.txt index 2edcff5eef87c9..95d2a435d8d00e 100644 --- a/be/test/CMakeLists.txt +++ b/be/test/CMakeLists.txt @@ -30,6 +30,7 @@ file(GLOB_RECURSE UT_FILES CONFIGURE_DEPENDS exec/*.cpp exprs/*.cpp format/*.cpp + format_v2/*.cpp gutil/*.cpp io/*.cpp load/*.cpp diff --git a/be/test/core/data_type_serde/data_type_serde_decoded_values_test.cpp b/be/test/core/data_type_serde/data_type_serde_decoded_values_test.cpp new file mode 100644 index 00000000000000..cffcef50e3eb09 --- /dev/null +++ b/be/test/core/data_type_serde/data_type_serde_decoded_values_test.cpp @@ -0,0 +1,1844 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include +#include + +#include +#include +#include +#include +#include +#include +#include + +#include "common/status.h" +#include "core/assert_cast.h" +#include "core/column/column_decimal.h" +#include "core/column/column_nullable.h" +#include "core/column/column_string.h" +#include "core/column/column_vector.h" +#include "core/data_type/data_type_date_or_datetime_v2.h" +#include "core/data_type/data_type_decimal.h" +#include "core/data_type/data_type_nothing.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" +#include "core/data_type/data_type_time.h" +#include "core/data_type/data_type_timestamptz.h" +#include "core/data_type_serde/decoded_column_view.h" +#include "core/field.h" +#include "core/string_ref.h" +#include "core/value/timestamptz_value.h" +#include "util/timezone_utils.h" + +namespace doris { +namespace { + +struct ReadColumnResult { + Status status; + MutableColumnPtr column; +}; + +template +DecodedColumnView make_fixed_view(DecodedValueKind kind, const std::vector& values, + const std::vector* null_map = nullptr) { + DecodedColumnView view; + view.value_kind = kind; + view.row_count = null_map != nullptr ? static_cast(null_map->size()) + : static_cast(values.size()); + view.values = values.empty() ? nullptr : reinterpret_cast(values.data()); + view.null_map = null_map == nullptr || null_map->empty() ? nullptr : null_map->data(); + return view; +} + +DecodedColumnView make_binary_view(DecodedValueKind kind, const std::vector& values, + int fixed_length = -1, + const std::vector* null_map = nullptr) { + DecodedColumnView view; + view.value_kind = kind; + view.row_count = null_map != nullptr ? static_cast(null_map->size()) + : static_cast(values.size()); + view.binary_values = values.empty() ? nullptr : &values; + view.fixed_length = fixed_length; + view.null_map = null_map == nullptr || null_map->empty() ? nullptr : null_map->data(); + return view; +} + +DecodedColumnView make_bool_view(const std::vector& values, + const std::vector* null_map = nullptr) { + DecodedColumnView view; + view.value_kind = DecodedValueKind::BOOL; + view.row_count = null_map != nullptr ? static_cast(null_map->size()) + : static_cast(values.size()); + view.values = values.empty() ? nullptr : reinterpret_cast(values.data()); + view.null_map = null_map == nullptr || null_map->empty() ? nullptr : null_map->data(); + return view; +} + +DecodedColumnView with_logical_integer(DecodedColumnView view, int bit_width, bool is_signed) { + view.logical_integer_bit_width = bit_width; + view.logical_integer_is_signed = is_signed; + return view; +} + +ReadColumnResult read_column(const DataTypePtr& type, const DecodedColumnView& view) { + auto column = type->create_column(); + auto status = type->get_serde()->read_column_from_decoded_values(*column, view); + return {std::move(status), std::move(column)}; +} + +void expect_not_supported(const Status& status) { + EXPECT_FALSE(status.ok()); + EXPECT_EQ(ErrorCode::NOT_IMPLEMENTED_ERROR, status.code()) << status; +} + +void expect_corruption(const Status& status) { + EXPECT_FALSE(status.ok()); + EXPECT_EQ(ErrorCode::CORRUPTION, status.code()) << status; +} + +void expect_data_quality_error(const Status& status) { + EXPECT_FALSE(status.ok()); + EXPECT_EQ(ErrorCode::DATA_QUALITY_ERROR, status.code()) << status; +} + +void expect_column_strings(const IDataType& type, const IColumn& column, + const std::vector& expected) { + ASSERT_EQ(expected.size(), column.size()); + for (size_t row = 0; row < expected.size(); ++row) { + EXPECT_EQ(expected[row], type.to_string(column, row)) << "row=" << row; + } +} + +void expect_binary_column(const IColumn& column, const std::vector& expected) { + const auto& string_column = assert_cast(column); + ASSERT_EQ(expected.size(), string_column.size()); + for (size_t row = 0; row < expected.size(); ++row) { + const auto value = string_column.get_data_at(row); + EXPECT_EQ(expected[row], std::string(value.data, value.size)) << "row=" << row; + } +} + +void expect_nullable_all_null(const IColumn& column, size_t expected_size) { + const auto& nullable_column = assert_cast(column); + ASSERT_EQ(expected_size, nullable_column.size()); + ASSERT_EQ(expected_size, nullable_column.get_nested_column().size()); + for (size_t row = 0; row < expected_size; ++row) { + EXPECT_TRUE(nullable_column.is_null_at(row)) << "row=" << row; + } +} + +Field read_field(const DataTypePtr& type, const DecodedColumnView& view) { + Field field; + auto status = type->get_serde()->read_field_from_decoded_value(*type, &field, view); + EXPECT_TRUE(status.ok()) << status; + return field; +} + +Status read_field_status(const DataTypePtr& type, const DecodedColumnView& view) { + Field field; + return type->get_serde()->read_field_from_decoded_value(*type, &field, view); +} + +std::vector string_refs(const std::vector& values) { + std::vector refs; + refs.reserve(values.size()); + for (const auto& value : values) { + refs.emplace_back(value.data(), value.size()); + } + return refs; +} + +#pragma pack(1) +struct TestInt96Timestamp { + int64_t nanos_of_day; + int32_t julian_day; +}; +#pragma pack() + +static_assert(sizeof(TestInt96Timestamp) == 12); + +Decimal128V3 decimal128_v3(Int128 value) { + return Decimal128V3(value); +} + +Decimal256 decimal256_from_int64(int64_t value) { + return Decimal256(wide::Int256(value)); +} + +} // namespace + +// ---------------------------------------------------------------------- +// Base SerDe behavior +// ---------------------------------------------------------------------- +// These cases define the default contract for types that have not implemented decoded-value +// materialization. Batch reads must report NotSupported, and the single-field path must surface +// the same error because it is implemented by delegating to the batch reader. + +TEST(DataTypeSerDeDecodedValuesTest, BaseSerdeRejectsDecodedValues) { + auto type = std::make_shared(); + std::vector values = {1}; + auto view = make_fixed_view(DecodedValueKind::INT32, values); + + auto result = read_column(type, view); + + expect_not_supported(result.status); + EXPECT_EQ(0, result.column->size()); + EXPECT_NE(std::string::npos, result.status.to_string().find("Nothing")); +} + +TEST(DataTypeSerDeDecodedValuesTest, BaseFieldUsesBatchReaderAndPropagatesError) { + auto type = std::make_shared(); + std::vector values = {1}; + auto view = make_fixed_view(DecodedValueKind::INT32, values); + Field field = Field::create_field(123); + + auto status = type->get_serde()->read_field_from_decoded_value(*type, &field, view); + + expect_not_supported(status); + EXPECT_EQ(TYPE_INT, field.get_type()); + EXPECT_EQ(123, field.get()); +} + +// ---------------------------------------------------------------------- +// Number SerDe happy path +// ---------------------------------------------------------------------- +// The numeric matrix verifies physical kind dispatch and the exact static_cast behavior used by +// the reader. Narrow integer overflow is intentionally locked to current C++ conversion behavior; +// if product semantics change to reject overflow, these expectations should be updated with the +// implementation change. + +TEST(DataTypeSerDeDecodedValuesTest, ReadBooleanFromBool) { + auto type = std::make_shared(); + std::vector values = {true, false, true}; + auto view = make_bool_view(values); + + auto result = read_column(type, view); + + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& column = assert_cast(*result.column); + ASSERT_EQ(3, column.size()); + EXPECT_EQ(1, column.get_element(0)); + EXPECT_EQ(0, column.get_element(1)); + EXPECT_EQ(1, column.get_element(2)); +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadSignedIntegersFromInt32) { + std::vector values = {0, 1, -1, 127, -128}; + auto view = make_fixed_view(DecodedValueKind::INT32, values); + + { + auto result = read_column(std::make_shared(), view); + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& column = assert_cast(*result.column); + ASSERT_EQ(values.size(), column.size()); + EXPECT_EQ(0, column.get_element(0)); + EXPECT_EQ(1, column.get_element(1)); + EXPECT_EQ(-1, column.get_element(2)); + EXPECT_EQ(127, column.get_element(3)); + EXPECT_EQ(-128, column.get_element(4)); + } + { + auto result = read_column(std::make_shared(), view); + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& column = assert_cast(*result.column); + ASSERT_EQ(values.size(), column.size()); + for (size_t row = 0; row < values.size(); ++row) { + EXPECT_EQ(static_cast(values[row]), column.get_element(row)); + } + } + { + auto result = read_column(std::make_shared(), view); + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& column = assert_cast(*result.column); + ASSERT_EQ(values.size(), column.size()); + for (size_t row = 0; row < values.size(); ++row) { + EXPECT_EQ(values[row], column.get_element(row)); + } + } + { + auto result = read_column(std::make_shared(), view); + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& column = assert_cast(*result.column); + ASSERT_EQ(values.size(), column.size()); + for (size_t row = 0; row < values.size(); ++row) { + EXPECT_EQ(static_cast(values[row]), column.get_element(row)); + } + } + { + auto result = read_column(std::make_shared(), view); + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& column = assert_cast(*result.column); + ASSERT_EQ(values.size(), column.size()); + for (size_t row = 0; row < values.size(); ++row) { + EXPECT_EQ(static_cast<__int128_t>(values[row]), column.get_element(row)); + } + } +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadSignedIntegersFromInt64) { + std::vector values = {0, 1, -1, 127, -128}; + auto view = make_fixed_view(DecodedValueKind::INT64, values); + + auto tiny = read_column(std::make_shared(), view); + ASSERT_TRUE(tiny.status.ok()) << tiny.status; + const auto& tiny_column = assert_cast(*tiny.column); + EXPECT_EQ(127, tiny_column.get_element(3)); + EXPECT_EQ(-128, tiny_column.get_element(4)); + + auto small = read_column(std::make_shared(), view); + ASSERT_TRUE(small.status.ok()) << small.status; + const auto& small_column = assert_cast(*small.column); + EXPECT_EQ(127, small_column.get_element(3)); + EXPECT_EQ(-128, small_column.get_element(4)); + + auto integer = read_column(std::make_shared(), view); + ASSERT_TRUE(integer.status.ok()) << integer.status; + const auto& int_column = assert_cast(*integer.column); + EXPECT_EQ(127, int_column.get_element(3)); + EXPECT_EQ(-128, int_column.get_element(4)); + + auto bigint = read_column(std::make_shared(), view); + ASSERT_TRUE(bigint.status.ok()) << bigint.status; + const auto& bigint_column = assert_cast(*bigint.column); + ASSERT_EQ(values.size(), bigint_column.size()); + for (size_t row = 0; row < values.size(); ++row) { + EXPECT_EQ(values[row], bigint_column.get_element(row)); + } + + auto largeint = read_column(std::make_shared(), view); + ASSERT_TRUE(largeint.status.ok()) << largeint.status; + const auto& largeint_column = assert_cast(*largeint.column); + ASSERT_EQ(values.size(), largeint_column.size()); + for (size_t row = 0; row < values.size(); ++row) { + EXPECT_EQ(static_cast<__int128_t>(values[row]), largeint_column.get_element(row)); + } +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadIntegersFromUnsignedSources) { + { + std::vector values = {0, 1, std::numeric_limits::max()}; + auto view = make_fixed_view(DecodedValueKind::UINT32, values); + auto result = read_column(std::make_shared(), view); + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& column = assert_cast(*result.column); + EXPECT_EQ(0, column.get_element(0)); + EXPECT_EQ(1, column.get_element(1)); + EXPECT_EQ(static_cast(std::numeric_limits::max()), + column.get_element(2)); + } + { + std::vector values = {0, 1, std::numeric_limits::max()}; + auto view = make_fixed_view(DecodedValueKind::UINT64, values); + auto result = read_column(std::make_shared(), view); + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& column = assert_cast(*result.column); + EXPECT_EQ(0, column.get_element(0)); + EXPECT_EQ(1, column.get_element(1)); + EXPECT_EQ(static_cast<__int128_t>(std::numeric_limits::max()), + column.get_element(2)); + } + { + std::vector values = {static_cast(std::numeric_limits::max())}; + auto view = make_fixed_view(DecodedValueKind::UINT64, values); + auto result = read_column(std::make_shared(), view); + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& column = assert_cast(*result.column); + EXPECT_EQ(std::numeric_limits::max(), column.get_element(0)); + } +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadUnsignedLogicalIntegersCastsPhysicalValues) { + { + std::vector values = {0, 127, 255, 32767, 65535, -1}; + auto view = + with_logical_integer(make_fixed_view(DecodedValueKind::INT32, values), 8, false); + auto result = read_column(std::make_shared(), view); + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& column = assert_cast(*result.column); + ASSERT_EQ(values.size(), column.size()); + EXPECT_EQ(0, column.get_element(0)); + EXPECT_EQ(127, column.get_element(1)); + EXPECT_EQ(255, column.get_element(2)); + EXPECT_EQ(255, column.get_element(3)); + EXPECT_EQ(255, column.get_element(4)); + EXPECT_EQ(255, column.get_element(5)); + } + { + std::vector values = {32767, 65535, -1}; + auto view = + with_logical_integer(make_fixed_view(DecodedValueKind::INT32, values), 16, false); + auto result = read_column(std::make_shared(), view); + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& column = assert_cast(*result.column); + ASSERT_EQ(values.size(), column.size()); + EXPECT_EQ(32767, column.get_element(0)); + EXPECT_EQ(65535, column.get_element(1)); + EXPECT_EQ(65535, column.get_element(2)); + } + { + std::vector values = {-1}; + auto view = + with_logical_integer(make_fixed_view(DecodedValueKind::UINT32, values), 32, false); + auto result = read_column(std::make_shared(), view); + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& column = assert_cast(*result.column); + ASSERT_EQ(1, column.size()); + EXPECT_EQ(4294967295LL, column.get_element(0)); + } + { + std::vector values = {-1}; + auto view = + with_logical_integer(make_fixed_view(DecodedValueKind::UINT64, values), 64, false); + auto result = read_column(std::make_shared(), view); + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& column = assert_cast(*result.column); + ASSERT_EQ(1, column.size()); + EXPECT_EQ(static_cast<__int128_t>(std::numeric_limits::max()), + column.get_element(0)); + } +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadSignedLogicalIntegersCastsPhysicalValues) { + std::vector values = {127, 128, 255, -1}; + auto view = with_logical_integer(make_fixed_view(DecodedValueKind::INT32, values), 8, true); + auto result = read_column(std::make_shared(), view); + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& column = assert_cast(*result.column); + ASSERT_EQ(values.size(), column.size()); + EXPECT_EQ(static_cast(127), column.get_element(0)); + EXPECT_EQ(static_cast(-128), column.get_element(1)); + EXPECT_EQ(static_cast(-1), column.get_element(2)); + EXPECT_EQ(static_cast(-1), column.get_element(3)); +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadFloatAndDouble) { + { + auto type = std::make_shared(); + std::vector values = {0.0F, -0.0F, 1.5F, -2.25F}; + auto result = read_column(type, make_fixed_view(DecodedValueKind::FLOAT, values)); + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& column = assert_cast(*result.column); + EXPECT_FLOAT_EQ(0.0F, column.get_element(0)); + EXPECT_TRUE(std::signbit(column.get_element(1))); + EXPECT_FLOAT_EQ(1.5F, column.get_element(2)); + EXPECT_FLOAT_EQ(-2.25F, column.get_element(3)); + } + { + auto type = std::make_shared(); + std::vector values = {0.0, -0.0, 1.5, -2.25}; + auto result = read_column(type, make_fixed_view(DecodedValueKind::DOUBLE, values)); + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& column = assert_cast(*result.column); + EXPECT_DOUBLE_EQ(0.0, column.get_element(0)); + EXPECT_TRUE(std::signbit(column.get_element(1))); + EXPECT_DOUBLE_EQ(1.5, column.get_element(2)); + EXPECT_DOUBLE_EQ(-2.25, column.get_element(3)); + } +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadFloatSpecialValues) { + { + std::vector values = {std::numeric_limits::quiet_NaN(), + std::numeric_limits::infinity(), + -std::numeric_limits::infinity()}; + auto result = read_column(std::make_shared(), + make_fixed_view(DecodedValueKind::FLOAT, values)); + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& column = assert_cast(*result.column); + EXPECT_TRUE(std::isnan(column.get_element(0))); + EXPECT_TRUE(std::isinf(column.get_element(1))); + EXPECT_FALSE(std::signbit(column.get_element(1))); + EXPECT_TRUE(std::isinf(column.get_element(2))); + EXPECT_TRUE(std::signbit(column.get_element(2))); + } + { + std::vector values = {std::numeric_limits::quiet_NaN(), + std::numeric_limits::infinity(), + -std::numeric_limits::infinity()}; + auto result = read_column(std::make_shared(), + make_fixed_view(DecodedValueKind::DOUBLE, values)); + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& column = assert_cast(*result.column); + EXPECT_TRUE(std::isnan(column.get_element(0))); + EXPECT_TRUE(std::isinf(column.get_element(1))); + EXPECT_FALSE(std::signbit(column.get_element(1))); + EXPECT_TRUE(std::isinf(column.get_element(2))); + EXPECT_TRUE(std::signbit(column.get_element(2))); + } +} + +// ---------------------------------------------------------------------- +// Number SerDe error paths +// ---------------------------------------------------------------------- +// These cases separate unsupported physical kinds from corrupt decoded buffers. Unsupported kinds +// must not append to the destination column; missing value buffers are allowed only for empty or +// all-null batches where no non-null row can dereference the buffer. + +TEST(DataTypeSerDeDecodedValuesTest, NumberRejectsMismatchedKind) { + struct Case { + DataTypePtr type; + DecodedValueKind kind; + }; + std::vector cases = { + {std::make_shared(), DecodedValueKind::INT32}, + {std::make_shared(), DecodedValueKind::BOOL}, + {std::make_shared(), DecodedValueKind::DOUBLE}, + {std::make_shared(), DecodedValueKind::FLOAT}, + {std::make_shared(), DecodedValueKind::BINARY}, + }; + + for (const auto& test_case : cases) { + std::vector values = {1}; + auto result = read_column(test_case.type, make_fixed_view(test_case.kind, values)); + expect_not_supported(result.status); + EXPECT_EQ(0, result.column->size()); + } +} + +TEST(DataTypeSerDeDecodedValuesTest, NumberRejectsMissingValuesWhenNonNullExists) { + auto type = std::make_shared(); + { + DecodedColumnView view; + view.value_kind = DecodedValueKind::INT32; + view.row_count = 3; + auto result = read_column(type, view); + expect_corruption(result.status); + } + { + std::vector null_map = {1, 0, 1}; + DecodedColumnView view; + view.value_kind = DecodedValueKind::INT32; + view.row_count = 3; + view.null_map = null_map.data(); + auto result = read_column(type, view); + expect_corruption(result.status); + } +} + +TEST(DataTypeSerDeDecodedValuesTest, NumberAllowsMissingValuesForAllNullOrEmpty) { + auto type = std::make_shared(std::make_shared()); + { + DecodedColumnView view; + view.value_kind = DecodedValueKind::INT32; + view.row_count = 0; + auto result = read_column(type, view); + ASSERT_TRUE(result.status.ok()) << result.status; + EXPECT_EQ(0, result.column->size()); + } + { + std::vector null_map = {1, 1, 1}; + DecodedColumnView view; + view.value_kind = DecodedValueKind::INT32; + view.row_count = 3; + view.null_map = null_map.data(); + auto result = read_column(type, view); + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& nullable_column = assert_cast(*result.column); + const auto& nested_column = + assert_cast(nullable_column.get_nested_column()); + ASSERT_EQ(3, nullable_column.size()); + for (size_t row = 0; row < nullable_column.size(); ++row) { + EXPECT_TRUE(nullable_column.is_null_at(row)); + EXPECT_EQ(0, nested_column.get_element(row)); + } + } +} + +TEST(DataTypeSerDeDecodedValuesTest, NumberRejectsOutOfRangeValueInStrictMode) { + auto type = std::make_shared(std::make_shared()); + std::vector values = {127, 128}; + std::vector null_map = {0, 0}; + auto view = make_fixed_view(DecodedValueKind::INT64, values, &null_map); + view.enable_strict_mode = true; + + auto result = read_column(type, view); + + expect_data_quality_error(result.status); + const auto& nullable_column = assert_cast(*result.column); + EXPECT_EQ(0, nullable_column.size()); + EXPECT_EQ(0, nullable_column.get_null_map_data().size()); + EXPECT_EQ(0, nullable_column.get_nested_column().size()); +} + +TEST(DataTypeSerDeDecodedValuesTest, NumberNullsOutOfRangeValueInNonStrictMode) { + auto type = std::make_shared(std::make_shared()); + std::vector values = {127, 128, -129, -128}; + std::vector null_map = {0, 0, 0, 0}; + auto view = make_fixed_view(DecodedValueKind::INT64, values, &null_map); + + auto result = read_column(type, view); + + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& nullable_column = assert_cast(*result.column); + const auto& nested_column = assert_cast(nullable_column.get_nested_column()); + ASSERT_EQ(4, nullable_column.size()); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_TRUE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + EXPECT_EQ(127, nested_column.get_element(0)); + EXPECT_EQ(0, nested_column.get_element(1)); + EXPECT_EQ(0, nested_column.get_element(2)); + EXPECT_EQ(-128, nested_column.get_element(3)); +} + +TEST(DataTypeSerDeDecodedValuesTest, NumberRejectsUnsignedOverflowInStrictMode) { + auto type = std::make_shared(std::make_shared()); + std::vector values = {static_cast(std::numeric_limits::max()), + std::numeric_limits::max()}; + std::vector null_map = {0, 0}; + auto view = make_fixed_view(DecodedValueKind::UINT64, values, &null_map); + view.enable_strict_mode = true; + + auto result = read_column(type, view); + + expect_data_quality_error(result.status); +} + +TEST(DataTypeSerDeDecodedValuesTest, NumberNullsUnsignedOverflowInNonStrictMode) { + auto type = std::make_shared(std::make_shared()); + std::vector values = {static_cast(std::numeric_limits::max()), + std::numeric_limits::max()}; + std::vector null_map = {0, 0}; + auto view = make_fixed_view(DecodedValueKind::UINT64, values, &null_map); + + auto result = read_column(type, view); + + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& nullable_column = assert_cast(*result.column); + const auto& nested_column = + assert_cast(nullable_column.get_nested_column()); + ASSERT_EQ(2, nullable_column.size()); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_EQ(std::numeric_limits::max(), nested_column.get_element(0)); + EXPECT_EQ(0, nested_column.get_element(1)); +} + +// ---------------------------------------------------------------------- +// String / Binary SerDe +// ---------------------------------------------------------------------- +// String-like decoded reads must preserve exact byte sequences. The embedded-NUL case prevents +// accidental C-string truncation. Nullable string tests ensure null rows materialize default nested +// values while the outer null map remains authoritative. + +TEST(DataTypeSerDeDecodedValuesTest, ReadStringFromBinary) { + auto type = std::make_shared(); + std::vector storage = {"alpha", "", std::string("a\0b", 3), "utf8-\xe4\xb8\xad"}; + auto refs = string_refs(storage); + + auto result = read_column(type, make_binary_view(DecodedValueKind::BINARY, refs)); + + ASSERT_TRUE(result.status.ok()) << result.status; + expect_binary_column(*result.column, storage); +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadStringFromFixedBinary) { + auto type = std::make_shared(); + std::vector storage = {std::string("\x00\x01\x02\x03", 4), + std::string("\x7f\x80\xfe\xff", 4)}; + auto refs = string_refs(storage); + + auto result = read_column(type, make_binary_view(DecodedValueKind::FIXED_BINARY, refs, 4)); + + ASSERT_TRUE(result.status.ok()) << result.status; + expect_binary_column(*result.column, storage); +} + +TEST(DataTypeSerDeDecodedValuesTest, StringNullMapMaterialization) { + auto type = std::make_shared(std::make_shared()); + std::vector storage = {"alpha", "", "omega"}; + auto refs = string_refs(storage); + std::vector null_map = {0, 1, 0}; + + auto result = + read_column(type, make_binary_view(DecodedValueKind::BINARY, refs, -1, &null_map)); + + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& nullable_column = assert_cast(*result.column); + ASSERT_EQ(3, nullable_column.size()); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + expect_binary_column(nullable_column.get_nested_column(), {"alpha", "", "omega"}); +} + +TEST(DataTypeSerDeDecodedValuesTest, StringRejectsMismatchedKind) { + auto type = std::make_shared(); + for (auto kind : {DecodedValueKind::INT32, DecodedValueKind::INT64, DecodedValueKind::DOUBLE}) { + std::vector values = {1}; + auto result = read_column(type, make_fixed_view(kind, values)); + expect_not_supported(result.status); + EXPECT_EQ(0, result.column->size()); + } +} + +TEST(DataTypeSerDeDecodedValuesTest, StringRejectsMissingBinaryValuesWhenNonNullExists) { + auto type = std::make_shared(); + DecodedColumnView view; + view.value_kind = DecodedValueKind::BINARY; + view.row_count = 1; + + auto result = read_column(type, view); + + expect_corruption(result.status); +} + +TEST(DataTypeSerDeDecodedValuesTest, StringAllowsAllNullWithoutBinaryValues) { + auto type = std::make_shared(std::make_shared()); + std::vector null_map = {1, 1}; + DecodedColumnView view; + view.value_kind = DecodedValueKind::BINARY; + view.row_count = 2; + view.null_map = null_map.data(); + + auto result = read_column(type, view); + + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& nullable_column = assert_cast(*result.column); + ASSERT_EQ(2, nullable_column.size()); + EXPECT_TRUE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + expect_binary_column(nullable_column.get_nested_column(), {"", ""}); +} + +// ---------------------------------------------------------------------- +// DateV2 SerDe +// ---------------------------------------------------------------------- +// DateV2 accepts Parquet DATE-style epoch days as INT32. Null rows insert default nested dates and +// missing buffers are rejected only when a non-null row requires a value. + +TEST(DataTypeSerDeDecodedValuesTest, ReadDateV2FromEpochDays) { + auto type = std::make_shared(); + std::vector values = {-1, 0, 1, 18628, 18321}; + + auto result = read_column(type, make_fixed_view(DecodedValueKind::INT32, values)); + + ASSERT_TRUE(result.status.ok()) << result.status; + expect_column_strings(*type, *result.column, + {"1969-12-31", "1970-01-01", "1970-01-02", "2021-01-01", "2020-02-29"}); +} + +TEST(DataTypeSerDeDecodedValuesTest, DateV2HandlesNulls) { + auto type = std::make_shared(std::make_shared()); + std::vector values = {0, 1, 2}; + std::vector null_map = {0, 1, 0}; + + auto result = read_column(type, make_fixed_view(DecodedValueKind::INT32, values, &null_map)); + + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& nullable_column = assert_cast(*result.column); + ASSERT_EQ(3, nullable_column.size()); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + expect_column_strings(*type, *result.column, {"1970-01-01", "NULL", "1970-01-03"}); +} + +TEST(DataTypeSerDeDecodedValuesTest, DateV2RejectsInvalidKind) { + auto type = std::make_shared(); + for (auto kind : + {DecodedValueKind::INT64, DecodedValueKind::BINARY, DecodedValueKind::DOUBLE}) { + std::vector values = {0}; + auto result = read_column(type, make_fixed_view(kind, values)); + expect_not_supported(result.status); + EXPECT_EQ(0, result.column->size()); + } +} + +TEST(DataTypeSerDeDecodedValuesTest, DateV2RejectsMissingValuesWhenNonNullExists) { + auto type = std::make_shared(); + DecodedColumnView view; + view.value_kind = DecodedValueKind::INT32; + view.row_count = 1; + + auto result = read_column(type, view); + + expect_corruption(result.status); +} + +// ---------------------------------------------------------------------- +// DateTimeV2 SerDe +// ---------------------------------------------------------------------- +// Timestamp decoding covers INT64 micros/millis, UNKNOWN-as-micros compatibility, UTC-adjusted +// conversion with explicit/default timezones, INT96 Julian-day timestamps, and invalid buffer/kind +// errors. Negative epoch values are included to lock correct floor-division behavior. + +TEST(DataTypeSerDeDecodedValuesTest, ReadDateTimeV2Micros) { + auto type = std::make_shared(6); + std::vector values = {-1, 0, 1, 1234567, 86400000000LL - 1}; + auto view = make_fixed_view(DecodedValueKind::INT64, values); + view.time_unit = DecodedTimeUnit::MICROS; + + auto result = read_column(type, view); + + ASSERT_TRUE(result.status.ok()) << result.status; + expect_column_strings(*type, *result.column, + {"1969-12-31 23:59:59.999999", "1970-01-01 00:00:00.000000", + "1970-01-01 00:00:00.000001", "1970-01-01 00:00:01.234567", + "1970-01-01 23:59:59.999999"}); +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadDateTimeV2Millis) { + auto type = std::make_shared(6); + std::vector values = {-1, 0, 1, 1234}; + auto view = make_fixed_view(DecodedValueKind::INT64, values); + view.time_unit = DecodedTimeUnit::MILLIS; + + auto result = read_column(type, view); + + ASSERT_TRUE(result.status.ok()) << result.status; + expect_column_strings(*type, *result.column, + {"1969-12-31 23:59:59.999000", "1970-01-01 00:00:00.000000", + "1970-01-01 00:00:00.001000", "1970-01-01 00:00:01.234000"}); +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadDateTimeV2Nanos) { + auto type = std::make_shared(6); + std::vector values = {-1000, 0, 1000, 1234567890}; + auto view = make_fixed_view(DecodedValueKind::INT64, values); + view.time_unit = DecodedTimeUnit::NANOS; + + auto result = read_column(type, view); + + ASSERT_TRUE(result.status.ok()) << result.status; + expect_column_strings(*type, *result.column, + {"1969-12-31 23:59:59.999999", "1970-01-01 00:00:00.000000", + "1970-01-01 00:00:00.000001", "1970-01-01 00:00:01.234567"}); +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadDateTimeV2UnknownUnitAsMicros) { + auto type = std::make_shared(6); + std::vector values = {1000000}; + auto view = make_fixed_view(DecodedValueKind::INT64, values); + view.time_unit = DecodedTimeUnit::UNKNOWN; + + auto result = read_column(type, view); + + ASSERT_TRUE(result.status.ok()) << result.status; + expect_column_strings(*type, *result.column, {"1970-01-01 00:00:01.000000"}); +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadDateTimeV2UtcAdjustedDefaultUtc) { + auto type = std::make_shared(6); + std::vector values = {0}; + auto view = make_fixed_view(DecodedValueKind::INT64, values); + view.time_unit = DecodedTimeUnit::MICROS; + view.timestamp_is_adjusted_to_utc = true; + + auto result = read_column(type, view); + + ASSERT_TRUE(result.status.ok()) << result.status; + expect_column_strings(*type, *result.column, {"1970-01-01 00:00:00.000000"}); +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadDateTimeV2UtcAdjustedWithTimezones) { + auto type = std::make_shared(6); + std::vector values = {0, -1, 1234567}; + cctz::time_zone shanghai; + cctz::time_zone new_york; + ASSERT_TRUE(TimezoneUtils::find_cctz_time_zone("+08:00", shanghai)); + ASSERT_TRUE(TimezoneUtils::find_cctz_time_zone("-05:00", new_york)); + + auto shanghai_view = make_fixed_view(DecodedValueKind::INT64, values); + shanghai_view.time_unit = DecodedTimeUnit::MICROS; + shanghai_view.timestamp_is_adjusted_to_utc = true; + shanghai_view.timezone = &shanghai; + auto shanghai_result = read_column(type, shanghai_view); + ASSERT_TRUE(shanghai_result.status.ok()) << shanghai_result.status; + expect_column_strings(*type, *shanghai_result.column, + {"1970-01-01 08:00:00.000000", "1970-01-01 07:59:59.999999", + "1970-01-01 08:00:01.234567"}); + + auto new_york_view = make_fixed_view(DecodedValueKind::INT64, values); + new_york_view.time_unit = DecodedTimeUnit::MICROS; + new_york_view.timestamp_is_adjusted_to_utc = true; + new_york_view.timezone = &new_york; + auto new_york_result = read_column(type, new_york_view); + ASSERT_TRUE(new_york_result.status.ok()) << new_york_result.status; + expect_column_strings(*type, *new_york_result.column, + {"1969-12-31 19:00:00.000000", "1969-12-31 18:59:59.999999", + "1969-12-31 19:00:01.234567"}); +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadDateTimeV2Int96) { + auto type = std::make_shared(std::make_shared(6)); + std::vector values = { + {0, 2440588}, + {86399999999000LL, 2440587}, + {0, 2440589}, + }; + std::vector null_map = {0, 0, 1}; + auto view = make_fixed_view(DecodedValueKind::INT96, values, &null_map); + + auto result = read_column(type, view); + + ASSERT_TRUE(result.status.ok()) << result.status; + expect_column_strings(*type, *result.column, + {"1970-01-01 00:00:00.000000", "1969-12-31 23:59:59.999999", "NULL"}); +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadTimestampTzInt64AsUtcInstant) { + auto type = std::make_shared(6); + // 2024-12-31 16:00:00 UTC is displayed as 2025-01-01 00:00:00+08:00. + cctz::time_zone shanghai; + ASSERT_TRUE(TimezoneUtils::find_cctz_time_zone("+08:00", shanghai)); + + std::vector micros_values = {1735660800000000LL, 1735660800123456LL}; + auto micros_view = make_fixed_view(DecodedValueKind::INT64, micros_values); + micros_view.time_unit = DecodedTimeUnit::MICROS; + auto micros_result = read_column(type, micros_view); + ASSERT_TRUE(micros_result.status.ok()) << micros_result.status; + const auto& micros_column = assert_cast(*micros_result.column); + EXPECT_EQ(micros_column.get_element(0).to_string(shanghai, 6), + "2025-01-01 00:00:00.000000+08:00"); + EXPECT_EQ(micros_column.get_element(1).to_string(shanghai, 6), + "2025-01-01 00:00:00.123456+08:00"); + + std::vector millis_values = {1735660800000LL}; + auto millis_view = make_fixed_view(DecodedValueKind::INT64, millis_values); + millis_view.time_unit = DecodedTimeUnit::MILLIS; + auto millis_result = read_column(type, millis_view); + ASSERT_TRUE(millis_result.status.ok()) << millis_result.status; + const auto& millis_column = assert_cast(*millis_result.column); + EXPECT_EQ(millis_column.get_element(0).to_string(shanghai, 6), + "2025-01-01 00:00:00.000000+08:00"); + + std::vector nanos_values = {1735660800123456000LL}; + auto nanos_view = make_fixed_view(DecodedValueKind::INT64, nanos_values); + nanos_view.time_unit = DecodedTimeUnit::NANOS; + auto nanos_result = read_column(type, nanos_view); + ASSERT_TRUE(nanos_result.status.ok()) << nanos_result.status; + const auto& nanos_column = assert_cast(*nanos_result.column); + EXPECT_EQ(nanos_column.get_element(0).to_string(shanghai, 6), + "2025-01-01 00:00:00.123456+08:00"); +} + +TEST(DataTypeSerDeDecodedValuesTest, TimestampTzRejectsInt96WithoutTimezoneSemantics) { + auto type = std::make_shared(6); + std::vector values = {{0, 2440588}}; + auto view = make_fixed_view(DecodedValueKind::INT96, values); + + auto result = read_column(type, view); + + expect_not_supported(result.status); +} + +TEST(DataTypeSerDeDecodedValuesTest, DateTimeV2RejectsInvalidKind) { + auto type = std::make_shared(6); + for (auto kind : + {DecodedValueKind::INT32, DecodedValueKind::BINARY, DecodedValueKind::DOUBLE}) { + std::vector values = {0}; + auto result = read_column(type, make_fixed_view(kind, values)); + expect_not_supported(result.status); + EXPECT_EQ(0, result.column->size()); + } +} + +TEST(DataTypeSerDeDecodedValuesTest, DateTimeV2RejectsMissingValuesWhenNonNullExists) { + auto type = std::make_shared(6); + DecodedColumnView view; + view.value_kind = DecodedValueKind::INT64; + view.row_count = 1; + + auto result = read_column(type, view); + + expect_corruption(result.status); +} + +TEST(DataTypeSerDeDecodedValuesTest, DateTimeV2RejectsOutOfRangeEpochWithoutAbort) { + auto type = std::make_shared(6); + std::vector values = {0, -377673580800000001LL}; + auto view = make_fixed_view(DecodedValueKind::INT64, values); + view.time_unit = DecodedTimeUnit::MICROS; + + auto result = read_column(type, view); + + expect_data_quality_error(result.status); + EXPECT_EQ(0, result.column->size()); +} + +TEST(DataTypeSerDeDecodedValuesTest, NullableDateTimeV2RejectsOutOfRangeEpochInStrictMode) { + auto type = std::make_shared(std::make_shared(6)); + std::vector values = {0, -377673580800000001LL}; + std::vector null_map = {0, 0}; + auto view = make_fixed_view(DecodedValueKind::INT64, values, &null_map); + view.time_unit = DecodedTimeUnit::MICROS; + view.enable_strict_mode = true; + + auto result = read_column(type, view); + + expect_data_quality_error(result.status); + const auto& nullable_column = assert_cast(*result.column); + EXPECT_EQ(0, nullable_column.size()); + EXPECT_EQ(0, nullable_column.get_null_map_data().size()); + EXPECT_EQ(0, nullable_column.get_nested_column().size()); +} + +TEST(DataTypeSerDeDecodedValuesTest, NullableDateTimeV2NullsOutOfRangeEpochInNonStrictMode) { + auto type = std::make_shared(std::make_shared(6)); + std::vector values = {0, -377673580800000001LL, 1}; + std::vector null_map = {0, 0, 0}; + auto view = make_fixed_view(DecodedValueKind::INT64, values, &null_map); + view.time_unit = DecodedTimeUnit::MICROS; + + auto result = read_column(type, view); + + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& nullable_column = assert_cast(*result.column); + ASSERT_EQ(3, nullable_column.size()); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + expect_column_strings(*type, *result.column, + {"1970-01-01 00:00:00.000000", "NULL", "1970-01-01 00:00:00.000001"}); +} + +// ---------------------------------------------------------------------- +// TimeV2 SerDe +// ---------------------------------------------------------------------- +// TimeV2 decodes INT32 as milliseconds and INT64 according to the supplied time unit. Negative +// durations are verified because they use a sign bit in TimeValue::TimeType rather than DateTimeV2 +// epoch arithmetic. + +TEST(DataTypeSerDeDecodedValuesTest, ReadTimeV2FromInt32Millis) { + auto type = std::make_shared(6); + std::vector values = {0, 1, -1, 3661001}; + + auto result = read_column(type, make_fixed_view(DecodedValueKind::INT32, values)); + + ASSERT_TRUE(result.status.ok()) << result.status; + expect_column_strings( + *type, *result.column, + {"00:00:00.000000", "00:00:00.001000", "-00:00:00.001000", "01:01:01.001000"}); +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadTimeV2FromInt64Micros) { + auto type = std::make_shared(6); + std::vector values = {0, 1, -1, 3661000001LL}; + auto view = make_fixed_view(DecodedValueKind::INT64, values); + view.time_unit = DecodedTimeUnit::MICROS; + + auto result = read_column(type, view); + + ASSERT_TRUE(result.status.ok()) << result.status; + expect_column_strings( + *type, *result.column, + {"00:00:00.000000", "00:00:00.000001", "-00:00:00.000001", "01:01:01.000001"}); + + view.time_unit = DecodedTimeUnit::UNKNOWN; + auto unknown_result = read_column(type, view); + ASSERT_TRUE(unknown_result.status.ok()) << unknown_result.status; + expect_column_strings( + *type, *unknown_result.column, + {"00:00:00.000000", "00:00:00.000001", "-00:00:00.000001", "01:01:01.000001"}); +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadTimeV2FromInt64Millis) { + auto type = std::make_shared(6); + std::vector values = {1, -1, 3661001}; + auto view = make_fixed_view(DecodedValueKind::INT64, values); + view.time_unit = DecodedTimeUnit::MILLIS; + + auto result = read_column(type, view); + + ASSERT_TRUE(result.status.ok()) << result.status; + expect_column_strings(*type, *result.column, + {"00:00:00.001000", "-00:00:00.001000", "01:01:01.001000"}); +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadTimeV2FromInt64Nanos) { + auto type = std::make_shared(6); + std::vector values = {1000, -1000, 3661000001000LL}; + auto view = make_fixed_view(DecodedValueKind::INT64, values); + view.time_unit = DecodedTimeUnit::NANOS; + + auto result = read_column(type, view); + + ASSERT_TRUE(result.status.ok()) << result.status; + expect_column_strings(*type, *result.column, + {"00:00:00.000001", "-00:00:00.000001", "01:01:01.000001"}); +} + +TEST(DataTypeSerDeDecodedValuesTest, TimeV2HandlesNulls) { + auto type = std::make_shared(std::make_shared(6)); + std::vector values = {0, 1, 2}; + std::vector null_map = {0, 1, 0}; + auto view = make_fixed_view(DecodedValueKind::INT64, values, &null_map); + view.time_unit = DecodedTimeUnit::MICROS; + + auto result = read_column(type, view); + + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& nullable_column = assert_cast(*result.column); + ASSERT_EQ(3, nullable_column.size()); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + expect_column_strings(*type, *result.column, {"00:00:00.000000", "NULL", "00:00:00.000002"}); +} + +TEST(DataTypeSerDeDecodedValuesTest, TimeV2RejectsInvalidKind) { + auto type = std::make_shared(6); + for (auto kind : {DecodedValueKind::BOOL, DecodedValueKind::BINARY, DecodedValueKind::DOUBLE}) { + std::vector values = {0}; + auto result = read_column(type, make_fixed_view(kind, values)); + expect_not_supported(result.status); + EXPECT_EQ(0, result.column->size()); + } +} + +// ---------------------------------------------------------------------- +// Decimal SerDe +// ---------------------------------------------------------------------- +// Decimal cases cover integer-backed values and Parquet big-endian two's-complement binary values. +// String assertions validate the user-visible scale, while direct column checks lock the native +// unscaled value for every decimal width. + +TEST(DataTypeSerDeDecodedValuesTest, ReadDecimal32FromInt32) { + auto type = std::make_shared(9, 2); + std::vector values = {12345, -67, 0}; + auto view = make_fixed_view(DecodedValueKind::INT32, values); + + auto result = read_column(type, view); + + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& column = assert_cast(*result.column); + EXPECT_EQ(Decimal32(12345), column.get_element(0)); + EXPECT_EQ(Decimal32(-67), column.get_element(1)); + EXPECT_EQ(Decimal32(0), column.get_element(2)); + expect_column_strings(*type, *result.column, {"123.45", "-0.67", "0.00"}); +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadDecimal64FromInt64) { + auto type = std::make_shared(18, 4); + std::vector values = {123456789, -1}; + auto view = make_fixed_view(DecodedValueKind::INT64, values); + + auto result = read_column(type, view); + + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& column = assert_cast(*result.column); + EXPECT_EQ(Decimal64(123456789), column.get_element(0)); + EXPECT_EQ(Decimal64(-1), column.get_element(1)); + expect_column_strings(*type, *result.column, {"12345.6789", "-0.0001"}); +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadDecimal128FromInt32AndInt64) { + auto type = std::make_shared(38, 6); + { + std::vector values = {123456, -1}; + auto result = read_column(type, make_fixed_view(DecodedValueKind::INT32, values)); + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& column = assert_cast(*result.column); + EXPECT_EQ(decimal128_v3(123456), column.get_element(0)); + EXPECT_EQ(decimal128_v3(-1), column.get_element(1)); + expect_column_strings(*type, *result.column, {"0.123456", "-0.000001"}); + } + { + std::vector values = {1234567890123LL, -1234567LL}; + auto result = read_column(type, make_fixed_view(DecodedValueKind::INT64, values)); + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& column = assert_cast(*result.column); + EXPECT_EQ(decimal128_v3(1234567890123LL), column.get_element(0)); + EXPECT_EQ(decimal128_v3(-1234567LL), column.get_element(1)); + expect_column_strings(*type, *result.column, {"1234567.890123", "-1.234567"}); + } +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadDecimal256FromInt64) { + auto type = std::make_shared(76, 8); + std::vector values = {std::numeric_limits::max(), + std::numeric_limits::min()}; + auto result = read_column(type, make_fixed_view(DecodedValueKind::INT64, values)); + + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& column = assert_cast(*result.column); + EXPECT_EQ(decimal256_from_int64(std::numeric_limits::max()), column.get_element(0)); + EXPECT_EQ(decimal256_from_int64(std::numeric_limits::min()), column.get_element(1)); + expect_column_strings(*type, *result.column, {"92233720368.54775807", "-92233720368.54775808"}); +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadDecimalFromBinaryBigEndian) { + auto type = std::make_shared(18, 2); + std::vector storage = { + std::string("\x00", 1), std::string("\x7f", 1), std::string("\x80", 1), + std::string("\xff", 1), std::string("\xff\xbd", 2), std::string("\x30\x39", 2), + }; + auto refs = string_refs(storage); + + auto result = read_column(type, make_binary_view(DecodedValueKind::BINARY, refs)); + + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& column = assert_cast(*result.column); + std::vector expected = {decimal128_v3(0), decimal128_v3(127), + decimal128_v3(-128), decimal128_v3(-1), + decimal128_v3(-67), decimal128_v3(12345)}; + ASSERT_EQ(expected.size(), column.size()); + for (size_t row = 0; row < expected.size(); ++row) { + EXPECT_EQ(expected[row], column.get_element(row)) << "row=" << row; + } + expect_column_strings(*type, *result.column, + {"0.00", "1.27", "-1.28", "-0.01", "-0.67", "123.45"}); +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadDecimalFromFixedBinaryLengths) { + { + auto type = std::make_shared(38, 2); + std::vector storage = {std::string("\x00", 1), std::string("\x80", 1)}; + auto refs = string_refs(storage); + auto result = read_column(type, make_binary_view(DecodedValueKind::FIXED_BINARY, refs, 1)); + ASSERT_TRUE(result.status.ok()) << result.status; + expect_column_strings(*type, *result.column, {"0.00", "-1.28"}); + } + { + auto type = std::make_shared(38, 2); + std::vector storage = {std::string("\xff\xbd", 2), std::string("\x30\x39", 2)}; + auto refs = string_refs(storage); + auto result = read_column(type, make_binary_view(DecodedValueKind::FIXED_BINARY, refs, 2)); + ASSERT_TRUE(result.status.ok()) << result.status; + expect_column_strings(*type, *result.column, {"-0.67", "123.45"}); + } + { + auto type = std::make_shared(38, 2); + std::vector storage = {std::string("\0\0\0\0\0\0\x30\x39", 8)}; + auto refs = string_refs(storage); + auto result = read_column(type, make_binary_view(DecodedValueKind::FIXED_BINARY, refs, 8)); + ASSERT_TRUE(result.status.ok()) << result.status; + expect_column_strings(*type, *result.column, {"123.45"}); + } + { + auto type = std::make_shared(38, 2); + std::vector storage = { + std::string("\xff\xff\xff\xff\xff\xff\xff\xff" + "\xff\xff\xff\xff\xff\xff\xff\xbd", + 16)}; + auto refs = string_refs(storage); + auto result = read_column(type, make_binary_view(DecodedValueKind::FIXED_BINARY, refs, 16)); + ASSERT_TRUE(result.status.ok()) << result.status; + expect_column_strings(*type, *result.column, {"-0.67"}); + } + { + auto type = std::make_shared(76, 2); + std::vector storage = {std::string(31, '\xff') + std::string("\xbd", 1)}; + auto refs = string_refs(storage); + auto result = read_column(type, make_binary_view(DecodedValueKind::FIXED_BINARY, refs, 32)); + ASSERT_TRUE(result.status.ok()) << result.status; + expect_column_strings(*type, *result.column, {"-0.67"}); + } +} + +TEST(DataTypeSerDeDecodedValuesTest, DecimalHandlesNulls) { + auto type = std::make_shared(std::make_shared(18, 2)); + std::vector values = {12345, -1, -67}; + std::vector null_map = {0, 1, 0}; + + auto result = read_column(type, make_fixed_view(DecodedValueKind::INT64, values, &null_map)); + + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& nullable_column = assert_cast(*result.column); + const auto& decimal_column = + assert_cast(nullable_column.get_nested_column()); + ASSERT_EQ(3, nullable_column.size()); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_EQ(decimal128_v3(12345), decimal_column.get_element(0)); + EXPECT_EQ(decimal128_v3(0), decimal_column.get_element(1)); + EXPECT_EQ(decimal128_v3(-67), decimal_column.get_element(2)); +} + +TEST(DataTypeSerDeDecodedValuesTest, DecimalRejectsOutOfRangeValueInStrictMode) { + auto type = std::make_shared(std::make_shared(9, 2)); + std::vector values = {999999999, 1000000000}; + std::vector null_map = {0, 0}; + auto view = make_fixed_view(DecodedValueKind::INT64, values, &null_map); + view.enable_strict_mode = true; + + auto result = read_column(type, view); + + expect_data_quality_error(result.status); + const auto& nullable_column = assert_cast(*result.column); + EXPECT_EQ(0, nullable_column.size()); + EXPECT_EQ(0, nullable_column.get_null_map_data().size()); + EXPECT_EQ(0, nullable_column.get_nested_column().size()); +} + +TEST(DataTypeSerDeDecodedValuesTest, DecimalNullsOutOfRangeValueInNonStrictMode) { + auto type = std::make_shared(std::make_shared(9, 2)); + std::vector values = {999999999, 1000000000, -1000000000, -999999999}; + std::vector null_map = {0, 0, 0, 0}; + auto view = make_fixed_view(DecodedValueKind::INT64, values, &null_map); + + auto result = read_column(type, view); + + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& nullable_column = assert_cast(*result.column); + const auto& decimal_column = + assert_cast(nullable_column.get_nested_column()); + ASSERT_EQ(4, nullable_column.size()); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_TRUE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + EXPECT_EQ(Decimal32(999999999), decimal_column.get_element(0)); + EXPECT_EQ(Decimal32(0), decimal_column.get_element(1)); + EXPECT_EQ(Decimal32(0), decimal_column.get_element(2)); + EXPECT_EQ(Decimal32(-999999999), decimal_column.get_element(3)); +} + +TEST(DataTypeSerDeDecodedValuesTest, DecimalRejectsNullBinaryDataWithPositiveLength) { + auto type = std::make_shared(18, 2); + std::vector refs = {StringRef(static_cast(nullptr), 2)}; + + auto result = read_column(type, make_binary_view(DecodedValueKind::BINARY, refs)); + + expect_corruption(result.status); + EXPECT_NE(std::string::npos, result.status.to_string().find("row 0")); +} + +TEST(DataTypeSerDeDecodedValuesTest, DecimalAllowsZeroLengthBinaryAsZero) { + auto type = std::make_shared(18, 2); + std::vector refs = {StringRef(static_cast(nullptr), 0), + StringRef("", 0)}; + + auto result = read_column(type, make_binary_view(DecodedValueKind::BINARY, refs)); + + ASSERT_TRUE(result.status.ok()) << result.status; + expect_column_strings(*type, *result.column, {"0.00", "0.00"}); +} + +TEST(DataTypeSerDeDecodedValuesTest, DecimalRejectsInvalidKind) { + auto type = std::make_shared(18, 2); + for (auto kind : {DecodedValueKind::BOOL, DecodedValueKind::FLOAT, DecodedValueKind::DOUBLE, + DecodedValueKind::UINT64}) { + std::vector values = {0}; + auto result = read_column(type, make_fixed_view(kind, values)); + expect_not_supported(result.status); + EXPECT_EQ(0, result.column->size()); + } +} + +TEST(DataTypeSerDeDecodedValuesTest, DecimalRejectsMissingBufferWhenNonNullExists) { + auto type = std::make_shared(18, 2); + { + DecodedColumnView view; + view.value_kind = DecodedValueKind::INT64; + view.row_count = 1; + auto result = read_column(type, view); + expect_corruption(result.status); + } + { + DecodedColumnView view; + view.value_kind = DecodedValueKind::BINARY; + view.row_count = 1; + auto result = read_column(type, view); + expect_corruption(result.status); + } +} + +// ---------------------------------------------------------------------- +// Nullable SerDe wrapper +// ---------------------------------------------------------------------- +// Nullable tests focus on wrapper responsibilities: copying the outer null map, inserting default +// nested values for null rows, treating a missing null_map as all non-null, appending to existing +// columns, and rolling back outer state when the nested reader rejects the input. + +TEST(DataTypeSerDeDecodedValuesTest, NullablePropagatesNullMapAndReadsNested) { + auto type = std::make_shared(std::make_shared()); + std::vector values = {10, 20, 30, 40}; + std::vector null_map = {0, 1, 0, 1}; + + auto result = read_column(type, make_fixed_view(DecodedValueKind::INT32, values, &null_map)); + + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& nullable_column = assert_cast(*result.column); + const auto& nested_column = + assert_cast(nullable_column.get_nested_column()); + ASSERT_EQ(4, nullable_column.size()); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_TRUE(nullable_column.is_null_at(3)); + EXPECT_EQ(10, nested_column.get_element(0)); + EXPECT_EQ(0, nested_column.get_element(1)); + EXPECT_EQ(30, nested_column.get_element(2)); + EXPECT_EQ(0, nested_column.get_element(3)); +} + +TEST(DataTypeSerDeDecodedValuesTest, NullableWithoutNullMapReadsAllNonNull) { + auto type = std::make_shared(std::make_shared()); + std::vector storage = {"alpha", "beta"}; + auto refs = string_refs(storage); + + auto result = read_column(type, make_binary_view(DecodedValueKind::BINARY, refs)); + + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& nullable_column = assert_cast(*result.column); + ASSERT_EQ(2, nullable_column.size()); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_FALSE(nullable_column.is_null_at(1)); + expect_binary_column(nullable_column.get_nested_column(), storage); +} + +TEST(DataTypeSerDeDecodedValuesTest, NullableAllNullDoesNotRequireNestedBuffer) { + std::vector null_map = {1, 1}; + std::vector types = { + std::make_shared(std::make_shared()), + std::make_shared(std::make_shared(18, 2)), + std::make_shared(std::make_shared()), + std::make_shared(std::make_shared()), + }; + + for (const auto& type : types) { + DecodedColumnView view; + view.value_kind = type->get_name().find("String") != std::string::npos + ? DecodedValueKind::BINARY + : DecodedValueKind::INT32; + view.row_count = 2; + view.null_map = null_map.data(); + auto result = read_column(type, view); + ASSERT_TRUE(result.status.ok()) << result.status << ", type=" << type->get_name(); + const auto& nullable_column = assert_cast(*result.column); + ASSERT_EQ(2, nullable_column.size()); + EXPECT_TRUE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_EQ(2, nullable_column.get_nested_column().size()); + } +} + +TEST(DataTypeSerDeDecodedValuesTest, NullableAppendToExistingColumn) { + auto type = std::make_shared(std::make_shared()); + auto column = type->create_column(); + + std::vector first_values = {1, 2}; + auto first_status = type->get_serde()->read_column_from_decoded_values( + *column, make_fixed_view(DecodedValueKind::INT32, first_values)); + ASSERT_TRUE(first_status.ok()) << first_status; + + std::vector second_values = {10, 20, 30}; + std::vector second_null_map = {0, 1, 0}; + auto second_status = type->get_serde()->read_column_from_decoded_values( + *column, make_fixed_view(DecodedValueKind::INT32, second_values, &second_null_map)); + ASSERT_TRUE(second_status.ok()) << second_status; + + const auto& nullable_column = assert_cast(*column); + const auto& nested_column = + assert_cast(nullable_column.get_nested_column()); + ASSERT_EQ(5, nullable_column.size()); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_FALSE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_TRUE(nullable_column.is_null_at(3)); + EXPECT_FALSE(nullable_column.is_null_at(4)); + EXPECT_EQ(1, nested_column.get_element(0)); + EXPECT_EQ(2, nested_column.get_element(1)); + EXPECT_EQ(10, nested_column.get_element(2)); + EXPECT_EQ(0, nested_column.get_element(3)); + EXPECT_EQ(30, nested_column.get_element(4)); +} + +TEST(DataTypeSerDeDecodedValuesTest, NullablePropagatesNestedError) { + auto type = std::make_shared(std::make_shared()); + auto column = type->create_column(); + std::vector values = {1.0}; + std::vector null_map = {0}; + auto view = make_fixed_view(DecodedValueKind::DOUBLE, values, &null_map); + view.enable_strict_mode = true; + + auto status = type->get_serde()->read_column_from_decoded_values(*column, view); + + expect_not_supported(status); + const auto& nullable_column = assert_cast(*column); + EXPECT_EQ(0, nullable_column.size()); + EXPECT_EQ(0, nullable_column.get_null_map_data().size()); + EXPECT_EQ(0, nullable_column.get_nested_column().size()); +} + +TEST(DataTypeSerDeDecodedValuesTest, NullableNonStrictModeNullsUnsupportedDecodedKindForAllTypes) { + struct Case { + DataTypePtr type; + DecodedValueKind kind; + }; + std::vector cases = { + {std::make_shared(std::make_shared()), + DecodedValueKind::INT32}, + {std::make_shared(std::make_shared()), + DecodedValueKind::DOUBLE}, + {std::make_shared(std::make_shared()), + DecodedValueKind::FLOAT}, + {std::make_shared(std::make_shared()), + DecodedValueKind::INT64}, + {std::make_shared(std::make_shared()), + DecodedValueKind::INT64}, + {std::make_shared(std::make_shared(6)), + DecodedValueKind::DOUBLE}, + {std::make_shared(std::make_shared(6)), + DecodedValueKind::DOUBLE}, + {std::make_shared(std::make_shared(18, 2)), + DecodedValueKind::DOUBLE}, + }; + + std::vector values = {1, 2}; + for (const auto& test_case : cases) { + auto view = make_fixed_view(test_case.kind, values); + + auto result = read_column(test_case.type, view); + + ASSERT_TRUE(result.status.ok()) << result.status << ", type=" << test_case.type->get_name(); + expect_nullable_all_null(*result.column, values.size()); + } +} + +TEST(DataTypeSerDeDecodedValuesTest, NullableStrictModeRejectsUnsupportedDecodedKind) { + auto type = std::make_shared(std::make_shared()); + std::vector values = {1.0}; + std::vector null_map = {0}; + auto view = make_fixed_view(DecodedValueKind::DOUBLE, values, &null_map); + view.enable_strict_mode = true; + + auto result = read_column(type, view); + + expect_not_supported(result.status); + const auto& nullable_column = assert_cast(*result.column); + EXPECT_EQ(0, nullable_column.size()); + EXPECT_EQ(0, nullable_column.get_null_map_data().size()); + EXPECT_EQ(0, nullable_column.get_nested_column().size()); +} + +TEST(DataTypeSerDeDecodedValuesTest, NullableNonStrictModeNullsRowLevelDecodedConversionFailure) { + { + auto type = std::make_shared(std::make_shared()); + std::vector refs = {StringRef("ok", 2), + StringRef(static_cast(nullptr), 2), + StringRef("", 0)}; + auto view = make_binary_view(DecodedValueKind::BINARY, refs); + + auto result = read_column(type, view); + + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& nullable_column = assert_cast(*result.column); + ASSERT_EQ(3, nullable_column.size()); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + expect_binary_column(nullable_column.get_nested_column(), {"ok", "", ""}); + } + { + auto type = std::make_shared(std::make_shared(18, 2)); + std::vector refs = {StringRef("\x30\x39", 2), + StringRef(static_cast(nullptr), 2)}; + auto view = make_binary_view(DecodedValueKind::BINARY, refs); + + auto result = read_column(type, view); + + ASSERT_TRUE(result.status.ok()) << result.status; + const auto& nullable_column = assert_cast(*result.column); + ASSERT_EQ(2, nullable_column.size()); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + expect_column_strings(*type, *result.column, {"123.45", "NULL"}); + } +} + +TEST(DataTypeSerDeDecodedValuesTest, NullableStrictModeRejectsRowLevelDecodedConversionFailure) { + auto type = std::make_shared(std::make_shared()); + std::vector refs = {StringRef("ok", 2), + StringRef(static_cast(nullptr), 2)}; + auto view = make_binary_view(DecodedValueKind::BINARY, refs); + view.enable_strict_mode = true; + + auto result = read_column(type, view); + + expect_corruption(result.status); + const auto& nullable_column = assert_cast(*result.column); + EXPECT_EQ(0, nullable_column.size()); + EXPECT_EQ(0, nullable_column.get_null_map_data().size()); + EXPECT_EQ(0, nullable_column.get_nested_column().size()); +} + +// ---------------------------------------------------------------------- +// read_field_from_decoded_value +// ---------------------------------------------------------------------- +// The field path is used by Parquet min/max and pruning code. It must be covered independently +// because it creates a one-row column, delegates to the batch reader, and extracts a Field value. + +TEST(DataTypeSerDeDecodedValuesTest, ReadFieldPrimitiveValues) { + { + std::vector values = {true}; + auto field = read_field(std::make_shared(), make_bool_view(values)); + EXPECT_EQ(TYPE_BOOLEAN, field.get_type()); + EXPECT_TRUE(field.get()); + } + { + std::vector values = {-42}; + auto field = read_field(std::make_shared(), + make_fixed_view(DecodedValueKind::INT32, values)); + EXPECT_EQ(TYPE_INT, field.get_type()); + EXPECT_EQ(-42, field.get()); + } + { + std::vector values = {1234567890123LL}; + auto field = read_field(std::make_shared(), + make_fixed_view(DecodedValueKind::INT64, values)); + EXPECT_EQ(TYPE_BIGINT, field.get_type()); + EXPECT_EQ(1234567890123LL, field.get()); + } + { + std::vector values = {-9}; + auto field = read_field(std::make_shared(), + make_fixed_view(DecodedValueKind::INT64, values)); + EXPECT_EQ(TYPE_LARGEINT, field.get_type()); + EXPECT_EQ(static_cast<__int128_t>(-9), field.get()); + } + { + std::vector values = {std::numeric_limits::quiet_NaN()}; + auto field = read_field(std::make_shared(), + make_fixed_view(DecodedValueKind::FLOAT, values)); + EXPECT_EQ(TYPE_FLOAT, field.get_type()); + EXPECT_TRUE(std::isnan(field.get())); + } + { + std::vector values = {std::numeric_limits::infinity()}; + auto field = read_field(std::make_shared(), + make_fixed_view(DecodedValueKind::DOUBLE, values)); + EXPECT_EQ(TYPE_DOUBLE, field.get_type()); + EXPECT_TRUE(std::isinf(field.get())); + } +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadFieldLogicalIntegerCastsPhysicalValue) { + { + std::vector values = {32767}; + auto view = + with_logical_integer(make_fixed_view(DecodedValueKind::INT32, values), 8, false); + auto field = read_field(std::make_shared(), view); + EXPECT_EQ(TYPE_SMALLINT, field.get_type()); + EXPECT_EQ(255, field.get()); + } + { + std::vector values = {-1}; + auto view = + with_logical_integer(make_fixed_view(DecodedValueKind::UINT32, values), 32, false); + auto field = read_field(std::make_shared(), view); + EXPECT_EQ(TYPE_BIGINT, field.get_type()); + EXPECT_EQ(4294967295LL, field.get()); + } +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadFieldStringValues) { + auto type = std::make_shared(); + std::vector storage = {std::string("a\0b", 3)}; + auto refs = string_refs(storage); + auto field = read_field(type, make_binary_view(DecodedValueKind::BINARY, refs)); + EXPECT_EQ(TYPE_STRING, field.get_type()); + EXPECT_EQ(std::string("a\0b", 3), field.get()); + + std::vector fixed_storage = {std::string("\x00\x01\x02\x03", 4)}; + auto fixed_refs = string_refs(fixed_storage); + auto fixed_field = + read_field(type, make_binary_view(DecodedValueKind::FIXED_BINARY, fixed_refs, 4)); + EXPECT_EQ(TYPE_STRING, fixed_field.get_type()); + EXPECT_EQ(std::string("\x00\x01\x02\x03", 4), fixed_field.get()); +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadFieldDateTimeAndTimeValues) { + { + auto type = std::make_shared(); + std::vector values = {18628}; + auto field = read_field(type, make_fixed_view(DecodedValueKind::INT32, values)); + EXPECT_EQ(TYPE_DATEV2, field.get_type()); + EXPECT_EQ("2021-01-01", field.to_debug_string(0)); + } + { + auto type = std::make_shared(6); + std::vector values = {1234567}; + auto view = make_fixed_view(DecodedValueKind::INT64, values); + view.time_unit = DecodedTimeUnit::MICROS; + auto field = read_field(type, view); + EXPECT_EQ(TYPE_DATETIMEV2, field.get_type()); + EXPECT_EQ("1970-01-01 00:00:01.234567", field.to_debug_string(6)); + } + { + auto type = std::make_shared(6); + std::vector values = {1234}; + auto view = make_fixed_view(DecodedValueKind::INT64, values); + view.time_unit = DecodedTimeUnit::MILLIS; + auto field = read_field(type, view); + EXPECT_EQ(TYPE_DATETIMEV2, field.get_type()); + EXPECT_EQ("1970-01-01 00:00:01.234000", field.to_debug_string(6)); + } + { + auto type = std::make_shared(6); + std::vector values = {{0, 2440588}}; + auto field = read_field(type, make_fixed_view(DecodedValueKind::INT96, values)); + EXPECT_EQ(TYPE_DATETIMEV2, field.get_type()); + EXPECT_EQ("1970-01-01 00:00:00.000000", field.to_debug_string(6)); + } + { + auto type = std::make_shared(6); + std::vector values = {3661000001LL}; + auto view = make_fixed_view(DecodedValueKind::INT64, values); + view.time_unit = DecodedTimeUnit::MICROS; + auto field = read_field(type, view); + EXPECT_EQ(TYPE_TIMEV2, field.get_type()); + auto column = type->create_column(); + column->insert(field); + expect_column_strings(*type, *column, {"01:01:01.000001"}); + } +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadFieldDecimalValues) { + { + auto type = std::make_shared(9, 2); + std::vector values = {12345}; + auto field = read_field(type, make_fixed_view(DecodedValueKind::INT32, values)); + EXPECT_EQ(TYPE_DECIMAL32, field.get_type()); + EXPECT_EQ("123.45", field.to_debug_string(2)); + } + { + auto type = std::make_shared(18, 4); + std::vector values = {-1}; + auto field = read_field(type, make_fixed_view(DecodedValueKind::INT64, values)); + EXPECT_EQ(TYPE_DECIMAL64, field.get_type()); + EXPECT_EQ("-0.0001", field.to_debug_string(4)); + } + { + auto type = std::make_shared(38, 2); + std::vector storage = {std::string("\x30\x39", 2)}; + auto refs = string_refs(storage); + auto field = read_field(type, make_binary_view(DecodedValueKind::BINARY, refs)); + EXPECT_EQ(TYPE_DECIMAL128I, field.get_type()); + EXPECT_EQ("123.45", field.to_debug_string(2)); + } + { + auto type = std::make_shared(76, 2); + std::vector storage = {std::string(31, '\xff') + std::string("\xbd", 1)}; + auto refs = string_refs(storage); + auto field = read_field(type, make_binary_view(DecodedValueKind::FIXED_BINARY, refs, 32)); + EXPECT_EQ(TYPE_DECIMAL256, field.get_type()); + EXPECT_EQ("-0.67", field.to_debug_string(2)); + } +} + +TEST(DataTypeSerDeDecodedValuesTest, ReadFieldPropagatesUnsupportedKind) { + { + auto type = std::make_shared(); + std::vector values = {1}; + expect_not_supported( + read_field_status(type, make_fixed_view(DecodedValueKind::INT32, values))); + } + { + auto type = std::make_shared(); + std::vector values = {1.0}; + expect_not_supported( + read_field_status(type, make_fixed_view(DecodedValueKind::DOUBLE, values))); + } + { + auto type = std::make_shared(); + std::vector values = {0}; + expect_not_supported( + read_field_status(type, make_fixed_view(DecodedValueKind::INT64, values))); + } +} + +TEST(DataTypeSerDeDecodedValuesDeathTest, ReadFieldRejectsInvalidRowCountDeathTest) { + auto type = std::make_shared(); + std::vector values = {1, 2}; + Field field; + + auto zero_row_view = make_fixed_view(DecodedValueKind::INT32, values); + zero_row_view.row_count = 0; + EXPECT_DEATH( + { + auto status = type->get_serde()->read_field_from_decoded_value(*type, &field, + zero_row_view); + (void)status; + }, + "view.row_count == 1"); + + auto two_row_view = make_fixed_view(DecodedValueKind::INT32, values); + two_row_view.row_count = 2; + EXPECT_DEATH( + { + auto status = type->get_serde()->read_field_from_decoded_value(*type, &field, + two_row_view); + (void)status; + }, + "view.row_count == 1"); +} + +TEST(DataTypeSerDeDecodedValuesDeathTest, ReadFieldRejectsNullFieldPointerDeathTest) { + auto type = std::make_shared(); + std::vector values = {1}; + auto view = make_fixed_view(DecodedValueKind::INT32, values); + + EXPECT_DEATH( + { + auto status = + type->get_serde()->read_field_from_decoded_value(*type, nullptr, view); + (void)status; + }, + "field != nullptr"); +} + +// ---------------------------------------------------------------------- +// Illegal kind matrix +// ---------------------------------------------------------------------- +// This compact matrix complements the focused error tests above by ensuring each decoded-aware +// family rejects representative illegal physical kinds without mutating an empty destination. + +TEST(DataTypeSerDeDecodedValuesTest, IllegalKindMatrixRejectsUnsupportedCombinations) { + struct Case { + DataTypePtr type; + std::vector illegal_kinds; + }; + std::vector cases = { + {std::make_shared(), {DecodedValueKind::INT32, DecodedValueKind::BINARY}}, + {std::make_shared(), + {DecodedValueKind::BOOL, DecodedValueKind::FLOAT, DecodedValueKind::DOUBLE, + DecodedValueKind::BINARY}}, + {std::make_shared(), + {DecodedValueKind::DOUBLE, DecodedValueKind::INT32}}, + {std::make_shared(), + {DecodedValueKind::FLOAT, DecodedValueKind::INT64}}, + {std::make_shared(), + {DecodedValueKind::INT32, DecodedValueKind::DOUBLE}}, + {std::make_shared(), + {DecodedValueKind::INT64, DecodedValueKind::BINARY}}, + {std::make_shared(6), + {DecodedValueKind::INT32, DecodedValueKind::DOUBLE, DecodedValueKind::BINARY}}, + {std::make_shared(6), + {DecodedValueKind::BOOL, DecodedValueKind::BINARY, DecodedValueKind::DOUBLE}}, + {std::make_shared(18, 2), + {DecodedValueKind::BOOL, DecodedValueKind::UINT64, DecodedValueKind::FLOAT, + DecodedValueKind::DOUBLE}}, + }; + + for (const auto& test_case : cases) { + for (auto kind : test_case.illegal_kinds) { + std::vector values = {0}; + auto result = read_column(test_case.type, make_fixed_view(kind, values)); + expect_not_supported(result.status); + EXPECT_EQ(0, result.column->size()) << test_case.type->get_name(); + } + } +} + +} // namespace doris diff --git a/be/test/core/data_type_serde/data_type_serde_pb_test.cpp b/be/test/core/data_type_serde/data_type_serde_pb_test.cpp index 986583982eb2bd..c1663bf7a9dd49 100644 --- a/be/test/core/data_type_serde/data_type_serde_pb_test.cpp +++ b/be/test/core/data_type_serde/data_type_serde_pb_test.cpp @@ -54,6 +54,7 @@ #include "core/data_type/data_type_quantilestate.h" #include "core/data_type/data_type_string.h" #include "core/data_type/data_type_struct.h" +#include "core/data_type/data_type_timestamptz.h" #include "core/data_type_serde/data_type_serde.h" #include "core/types.h" #include "core/value/bitmap_value.h" @@ -646,6 +647,17 @@ TEST(DataTypeSerDePbTest, DataTypeScalaSerDeTestDateTime) { } } +TEST(DataTypeSerDePbTest, DataTypeTimeStampTzToProtobufKeepsScale) { + DataTypePtr data_type(std::make_shared(6)); + PTypeDesc type_desc; + data_type->to_protobuf(&type_desc); + + ASSERT_EQ(type_desc.types_size(), 1); + const auto& scalar_type = type_desc.types(0).scalar_type(); + EXPECT_EQ(scalar_type.type(), TPrimitiveType::TIMESTAMPTZ); + EXPECT_EQ(scalar_type.scale(), 6); +} + TEST(DataTypeSerDePbTest, DataTypeScalaSerDeTestLargeInt) { std::cout << "==== LargeInt === " << std::endl; // LargeInt @@ -662,4 +674,4 @@ TEST(DataTypeSerDePbTest, DataTypeScalaSerDeTestLargeInt) { check_pb_col(data_type, *vec.get()); } } -} // namespace doris \ No newline at end of file +} // namespace doris diff --git a/be/test/exec/runtime_filter/runtime_filter_expr_sampling_test.cpp b/be/test/exec/runtime_filter/runtime_filter_expr_sampling_test.cpp index 403ef8713e4e67..b3e512734c6e73 100644 --- a/be/test/exec/runtime_filter/runtime_filter_expr_sampling_test.cpp +++ b/be/test/exec/runtime_filter/runtime_filter_expr_sampling_test.cpp @@ -18,10 +18,13 @@ #include #include +#include "core/data_type/data_type_number.h" #include "exec/runtime_filter/runtime_filter_selectivity.h" #include "exec/runtime_filter/runtime_filter_test_utils.h" #include "exprs/runtime_filter_expr.h" +#include "exprs/vdirect_in_predicate.h" #include "exprs/vexpr_context.h" +#include "exprs/vslot_ref.h" namespace doris { @@ -178,4 +181,47 @@ TEST_F(RuntimeFilterExprSamplingTest, sampling_frequency_survives_context_recrea EXPECT_TRUE(selectivity.maybe_always_true_can_ignore()); } +// RuntimeFilterExpr exposes _impl->children(), but the wrapper itself does not own those +// children in its own _children vector. Deep clone must therefore clone _impl explicitly. +TEST_F(RuntimeFilterExprSamplingTest, deep_clone_clones_impl_tree) { + auto bool_type = TTypeDescBuilder() + .set_types(TTypeNodeBuilder() + .set_type(TTypeNodeType::SCALAR) + .set_scalar_type(TPrimitiveType::BOOLEAN) + .build()) + .build(); + TExprNode node = TExprNodeBuilder(TExprNodeType::IN_PRED, bool_type, 0).build(); + node.in_predicate.__set_is_not_in(false); + node.__set_opcode(TExprOpcode::FILTER_IN); + node.__set_is_nullable(false); + + auto slot = VSlotRef::create_shared(/*slot_id=*/0, /*column_id=*/0, /*column_uniq_id=*/10, + std::make_shared(), "c0"); + auto impl = VDirectInPredicate::create_shared(node, nullptr); + impl->add_child(slot); + + auto wrapper = RuntimeFilterExpr::create_shared(node, impl, 0.4, false, /*filter_id=*/7, + /*sampling_frequency=*/32); + + VExprSPtr cloned_expr; + ASSERT_TRUE(wrapper->deep_clone(&cloned_expr).ok()); + + auto* cloned_wrapper = dynamic_cast(cloned_expr.get()); + ASSERT_NE(cloned_wrapper, nullptr); + EXPECT_NE(cloned_wrapper, wrapper.get()); + EXPECT_EQ(cloned_wrapper->filter_id(), 7); + + auto cloned_impl = cloned_wrapper->get_impl(); + ASSERT_NE(cloned_impl, nullptr); + EXPECT_NE(cloned_impl.get(), impl.get()); + ASSERT_EQ(cloned_impl->get_num_children(), 1); + EXPECT_NE(cloned_impl->children()[0].get(), slot.get()); + + auto* cloned_slot = dynamic_cast(cloned_impl->children()[0].get()); + ASSERT_NE(cloned_slot, nullptr); + EXPECT_EQ(cloned_slot->column_id(), 0); + EXPECT_EQ(cloned_slot->column_uniq_id(), 10); + EXPECT_EQ(cloned_slot->column_name(), "c0"); +} + } // namespace doris diff --git a/be/test/exec/scan/access_path_parser_test.cpp b/be/test/exec/scan/access_path_parser_test.cpp new file mode 100644 index 00000000000000..d4bd6ab6c06360 --- /dev/null +++ b/be/test/exec/scan/access_path_parser_test.cpp @@ -0,0 +1,371 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "exec/scan/access_path_parser.h" + +#include +#include + +#include +#include +#include +#include + +#include "common/consts.h" +#include "core/data_type/data_type_array.h" +#include "core/data_type/data_type_map.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" +#include "core/data_type/data_type_struct.h" +#include "core/field.h" + +namespace doris { +namespace { + +TColumnAccessPath data_access_path(std::vector path) { + TColumnAccessPath access_path; + access_path.__set_type(TAccessPathType::DATA); + TDataAccessPath data_path; + data_path.__set_path(std::move(path)); + access_path.__set_data_access_path(std::move(data_path)); + return access_path; +} + +TColumnAccessPath data_access_path_without_payload() { + TColumnAccessPath access_path; + access_path.__set_type(TAccessPathType::DATA); + return access_path; +} + +TColumnAccessPath meta_access_path() { + TColumnAccessPath access_path; + access_path.__set_type(TAccessPathType::META); + return access_path; +} + +format::ColumnDefinition field(int32_t id, std::string name, DataTypePtr type, + std::vector children = {}, + std::vector aliases = {}) { + return { + .identifier = Field::create_field(id), + .name = std::move(name), + .name_mapping = std::move(aliases), + .type = std::move(type), + .children = std::move(children), + }; +} + +format::ColumnDefinition root_column(int32_t id, std::string name, DataTypePtr type) { + return { + .identifier = Field::create_field(id), + .name = std::move(name), + .type = std::move(type), + }; +} + +void expect_child(const format::ColumnDefinition& child, int32_t id, const std::string& name) { + ASSERT_TRUE(child.has_identifier_field_id()); + EXPECT_EQ(child.get_identifier_field_id(), id); + EXPECT_EQ(child.name, name); +} + +const format::ColumnDefinition* find_child_by_name(const format::ColumnDefinition& parent, + const std::string& name) { + for (const auto& child : parent.children) { + if (child.name == name) { + return &child; + } + } + return nullptr; +} + +} // namespace + +// Scenario: primitive columns and scanner-materialized virtual columns should not build nested +// children, even when their descriptor carries access paths that are not meaningful to the parser. +TEST(AccessPathParserTest, IgnoresPrimitiveColumnsAndScannerVirtualColumns) { + auto int_type = std::make_shared(); + auto string_type = std::make_shared(); + + // Primitive columns have no nested children, so parser should not inspect even invalid paths. + auto primitive = root_column(1, "id", int_type); + auto status = AccessPathParser::build_nested_children( + &primitive, std::vector {meta_access_path()}, nullptr); + ASSERT_TRUE(status.ok()) << status; + EXPECT_TRUE(primitive.children.empty()); + + // Iceberg rowid is materialized by scanner/table-reader logic and may carry a negative access + // path. Parser must leave it untouched. + auto rowid_type = std::make_shared( + DataTypes {string_type, std::make_shared(), + std::make_shared(), string_type}, + Strings {"file_path", "row_pos", "partition_spec_id", "partition_data_json"}); + format::ColumnDefinition rowid { + .identifier = Field::create_field(BeConsts::ICEBERG_ROWID_COL), + .name = BeConsts::ICEBERG_ROWID_COL, + .type = rowid_type, + }; + status = AccessPathParser::build_nested_children( + &rowid, std::vector {data_access_path({"-1"})}, nullptr); + ASSERT_TRUE(status.ok()) << status; + EXPECT_TRUE(rowid.children.empty()); +} + +// Scenario: reject unsupported top-level inputs before recursive type parsing, including META +// paths, missing DATA payloads, and access paths whose root does not match the projected slot. +TEST(AccessPathParserTest, RejectsUnsupportedTopLevelAccessPathInputs) { + auto int_type = std::make_shared(); + auto struct_type = std::make_shared(DataTypes {int_type}, Strings {"a"}); + + struct Case { + std::string name; + format::ColumnDefinition column; + std::vector paths; + }; + std::vector cases; + cases.push_back({"meta path", root_column(100, "s", struct_type), {meta_access_path()}}); + cases.push_back({"missing DATA payload", + root_column(100, "s", struct_type), + {data_access_path_without_payload()}}); + cases.push_back({"wrong root name", + root_column(100, "s", struct_type), + {data_access_path({"other", "a"})}}); + cases.push_back({"wrong root field id", + root_column(100, "s", struct_type), + {data_access_path({"101", "a"})}}); + + for (auto& test_case : cases) { + auto status = AccessPathParser::build_nested_children(&test_case.column, test_case.paths, + nullptr); + EXPECT_FALSE(status.ok()) << test_case.name; + } +} + +// Scenario: struct access paths support field-id lookup, alias lookup, case-insensitive name +// fallback, and whole-struct expansion; reserved array/map path tokens remain invalid. +TEST(AccessPathParserTest, StructAccessPathMatrix) { + auto int_type = std::make_shared(); + auto struct_type = + std::make_shared(DataTypes {int_type, int_type}, Strings {"a", "b"}); + format::ColumnDefinition schema { + .identifier = Field::create_field(100), + .name = "s", + .type = struct_type, + .children = + { + field(101, "a", int_type), + field(205, "b", int_type, {}, {"old_b"}), + }, + }; + + { + auto column = root_column(100, "s", struct_type); + auto status = AccessPathParser::build_nested_children( + &column, std::vector {data_access_path({"s", "A"})}, nullptr); + ASSERT_TRUE(status.ok()) << status; + ASSERT_EQ(column.children.size(), 1); + expect_child(column.children[0], 0, "a"); + } + { + auto column = root_column(100, "s", struct_type); + auto status = AccessPathParser::build_nested_children( + &column, std::vector {data_access_path({"100", "205"})}, + &schema); + ASSERT_TRUE(status.ok()) << status; + ASSERT_EQ(column.children.size(), 1); + expect_child(column.children[0], 205, "b"); + } + { + auto column = root_column(100, "s", struct_type); + auto status = AccessPathParser::build_nested_children( + &column, std::vector {data_access_path({"s", "old_b"})}, + &schema); + ASSERT_TRUE(status.ok()) << status; + ASSERT_EQ(column.children.size(), 1); + expect_child(column.children[0], 205, "b"); + EXPECT_EQ(column.children[0].name_mapping, std::vector({"old_b"})); + } + { + auto column = root_column(100, "s", struct_type); + auto status = AccessPathParser::build_nested_children( + &column, std::vector {data_access_path({"s"})}, &schema); + ASSERT_TRUE(status.ok()) << status; + ASSERT_EQ(column.children.size(), 2); + expect_child(column.children[0], 101, "a"); + expect_child(column.children[1], 205, "b"); + } + + for (const auto& invalid_child : {"OFFSET", "*", "KEYS", "VALUES", "missing"}) { + auto column = root_column(100, "s", struct_type); + auto status = AccessPathParser::build_nested_children( + &column, std::vector {data_access_path({"s", invalid_child})}, + &schema); + EXPECT_FALSE(status.ok()) << invalid_child; + } +} + +// Scenario: array access paths must pass through the "*" element token, then reuse struct child +// parsing under the element wrapper; invalid array tokens are rejected. +TEST(AccessPathParserTest, ArrayAccessPathMatrix) { + auto int_type = std::make_shared(); + auto string_type = std::make_shared(); + auto element_type = std::make_shared(DataTypes {string_type, int_type}, + Strings {"item", "quantity"}); + auto array_type = std::make_shared(element_type); + format::ColumnDefinition schema { + .identifier = Field::create_field(200), + .name = "items", + .type = array_type, + .children = + { + field(201, "element", element_type, + { + field(202, "item", string_type, {}, {"old_item"}), + field(203, "quantity", int_type), + }), + }, + }; + + { + auto column = root_column(200, "items", array_type); + auto status = AccessPathParser::build_nested_children( + &column, + std::vector {data_access_path({"items", "*", "old_item"})}, + &schema); + ASSERT_TRUE(status.ok()) << status; + ASSERT_EQ(column.children.size(), 1); + expect_child(column.children[0], 201, "element"); + ASSERT_EQ(column.children[0].children.size(), 1); + expect_child(column.children[0].children[0], 202, "item"); + EXPECT_EQ(column.children[0].children[0].name_mapping, + std::vector({"old_item"})); + } + { + auto column = root_column(200, "items", array_type); + auto status = AccessPathParser::build_nested_children( + &column, std::vector {data_access_path({"items"})}, &schema); + ASSERT_TRUE(status.ok()) << status; + ASSERT_EQ(column.children.size(), 1); + expect_child(column.children[0], 201, "element"); + ASSERT_EQ(column.children[0].children.size(), 2); + expect_child(column.children[0].children[0], 202, "item"); + expect_child(column.children[0].children[1], 203, "quantity"); + } + + for (const auto& invalid_path : std::vector> { + {"items", "OFFSET"}, {"items", "item"}, {"items", "*", "missing"}}) { + auto column = root_column(200, "items", array_type); + auto status = AccessPathParser::build_nested_children( + &column, std::vector {data_access_path(invalid_path)}, &schema); + EXPECT_FALSE(status.ok()) << invalid_path.back(); + } +} + +// Scenario: map access paths split KEYS/VALUES, force the missing side needed for materialization, +// merge repeated value-child requests, and reject unsupported map child tokens. +TEST(AccessPathParserTest, MapAccessPathMatrix) { + auto int_type = std::make_shared(); + auto string_type = std::make_shared(); + auto value_type = std::make_shared( + DataTypes {string_type, int_type, string_type}, Strings {"full_name", "age", "gender"}); + auto map_type = std::make_shared(string_type, value_type); + format::ColumnDefinition schema { + .identifier = Field::create_field(300), + .name = "m", + .type = map_type, + .children = + { + field(301, "key", string_type), + field(302, "value", value_type, + { + field(303, "full_name", string_type, {}, {"name"}), + field(304, "age", int_type), + field(305, "gender", string_type), + }), + }, + }; + + { + auto column = root_column(300, "m", map_type); + auto status = AccessPathParser::build_nested_children( + &column, std::vector {data_access_path({"m", "KEYS"})}, &schema); + ASSERT_TRUE(status.ok()) << status; + ASSERT_EQ(column.children.size(), 2); + expect_child(column.children[0], 301, "key"); + expect_child(column.children[1], 302, "value"); + ASSERT_EQ(column.children[1].children.size(), 3); + const auto* full_name = find_child_by_name(column.children[1], "full_name"); + ASSERT_NE(full_name, nullptr); + expect_child(*full_name, 303, "full_name"); + const auto* age = find_child_by_name(column.children[1], "age"); + ASSERT_NE(age, nullptr); + expect_child(*age, 304, "age"); + const auto* gender = find_child_by_name(column.children[1], "gender"); + ASSERT_NE(gender, nullptr); + expect_child(*gender, 305, "gender"); + } + { + auto column = root_column(300, "m", map_type); + auto status = AccessPathParser::build_nested_children( + &column, std::vector {data_access_path({"m", "VALUES", "age"})}, + &schema); + ASSERT_TRUE(status.ok()) << status; + ASSERT_EQ(column.children.size(), 2); + expect_child(column.children[0], 301, "key"); + expect_child(column.children[1], 302, "value"); + ASSERT_EQ(column.children[1].children.size(), 1); + expect_child(column.children[1].children[0], 304, "age"); + } + { + auto column = root_column(300, "m", map_type); + auto status = AccessPathParser::build_nested_children( + &column, + std::vector { + data_access_path({"m", "VALUES", "name"}), + data_access_path({"m", "*", "gender"}), + }, + &schema); + ASSERT_TRUE(status.ok()) << status; + ASSERT_EQ(column.children.size(), 2); + ASSERT_EQ(column.children[1].children.size(), 2); + const auto* full_name = find_child_by_name(column.children[1], "full_name"); + ASSERT_NE(full_name, nullptr); + expect_child(*full_name, 303, "full_name"); + EXPECT_EQ(full_name->name_mapping, std::vector({"name"})); + const auto* gender = find_child_by_name(column.children[1], "gender"); + ASSERT_NE(gender, nullptr); + expect_child(*gender, 305, "gender"); + } + { + auto column = root_column(300, "m", map_type); + auto status = AccessPathParser::build_nested_children( + &column, std::vector {data_access_path({"m"})}, &schema); + ASSERT_TRUE(status.ok()) << status; + ASSERT_EQ(column.children.size(), 2); + ASSERT_EQ(column.children[1].children.size(), 3); + } + + for (const auto& invalid_path : std::vector> { + {"m", "OFFSET"}, {"m", "ENTRY"}, {"m", "VALUES", "missing"}}) { + auto column = root_column(300, "m", map_type); + auto status = AccessPathParser::build_nested_children( + &column, std::vector {data_access_path(invalid_path)}, &schema); + EXPECT_FALSE(status.ok()) << invalid_path.back(); + } +} + +} // namespace doris diff --git a/be/test/exec/scan/file_scanner_v2_test.cpp b/be/test/exec/scan/file_scanner_v2_test.cpp new file mode 100644 index 00000000000000..c44cc70628b7d1 --- /dev/null +++ b/be/test/exec/scan/file_scanner_v2_test.cpp @@ -0,0 +1,308 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "exec/scan/file_scanner_v2.h" + +#include +#include + +#include +#include +#include +#include +#include +#include + +#include "common/consts.h" +#include "core/assert_cast.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" +#include "exec/scan/split_source_connector.h" +#include "exprs/vslot_ref.h" +#include "format_v2/expr/cast.h" + +namespace doris { +namespace { + +TFileRangeDesc range_with_format(std::string table_format, TFileFormatType::type format_type) { + TFileRangeDesc range; + range.__set_format_type(format_type); + if (!table_format.empty()) { + TTableFormatFileDesc table_desc; + table_desc.__set_table_format_type(std::move(table_format)); + range.__set_table_format_params(std::move(table_desc)); + } + return range; +} + +TFileRangeDesc hudi_range_with_delta_logs() { + auto range = range_with_format("hudi", TFileFormatType::FORMAT_PARQUET); + THudiFileDesc hudi_params; + hudi_params.__set_delta_logs({"delta.log"}); + range.table_format_params.__set_hudi_params(std::move(hudi_params)); + return range; +} + +TScanRangeParams scan_range_param(const TFileRangeDesc& range) { + TScanRangeParams params; + params.scan_range.ext_scan_range.file_scan_range.ranges.push_back(range); + return params; +} + +VExprSPtr slot_ref(int slot_id, int column_id, DataTypePtr type, const std::string& name) { + return VSlotRef::create_shared(slot_id, column_id, -1, std::move(type), name); +} + +} // namespace + +// Scenario: FileScannerV2::is_supported should honor table format, scan params format, and the +// optional per-range file format override as a single matrix. +TEST(FileScannerV2Test, SupportedFormatMatrix) { + struct Case { + std::string table_format; + TFileFormatType::type params_format; + std::optional range_format; + bool expected; + }; + + const std::vector cases { + {"", TFileFormatType::FORMAT_PARQUET, std::nullopt, true}, + {"tvf", TFileFormatType::FORMAT_PARQUET, std::nullopt, true}, + {"hive", TFileFormatType::FORMAT_PARQUET, std::nullopt, true}, + {"iceberg", TFileFormatType::FORMAT_PARQUET, std::nullopt, true}, + {"paimon", TFileFormatType::FORMAT_PARQUET, std::nullopt, true}, + {"hudi", TFileFormatType::FORMAT_PARQUET, std::nullopt, true}, + {"jdbc", TFileFormatType::FORMAT_PARQUET, std::nullopt, false}, + {"", TFileFormatType::FORMAT_JNI, std::nullopt, false}, + {"hive", TFileFormatType::FORMAT_ORC, std::nullopt, false}, + {"jdbc", TFileFormatType::FORMAT_JNI, std::nullopt, true}, + {"hive", TFileFormatType::FORMAT_JNI, std::nullopt, false}, + {"", TFileFormatType::FORMAT_CSV_PLAIN, std::nullopt, true}, + {"tvf", TFileFormatType::FORMAT_CSV_GZ, std::nullopt, true}, + {"hive", TFileFormatType::FORMAT_CSV_BZ2, std::nullopt, true}, + {"hive", TFileFormatType::FORMAT_CSV_LZ4FRAME, std::nullopt, true}, + {"hive", TFileFormatType::FORMAT_CSV_LZ4BLOCK, std::nullopt, true}, + {"hive", TFileFormatType::FORMAT_CSV_LZOP, std::nullopt, true}, + {"hive", TFileFormatType::FORMAT_CSV_DEFLATE, std::nullopt, true}, + {"hive", TFileFormatType::FORMAT_CSV_SNAPPYBLOCK, std::nullopt, true}, + {"hive", TFileFormatType::FORMAT_PROTO, std::nullopt, true}, + {"hive", TFileFormatType::FORMAT_TEXT, std::nullopt, true}, + {"hive", TFileFormatType::FORMAT_JSON, std::nullopt, true}, + {"hive", TFileFormatType::FORMAT_PARQUET, TFileFormatType::FORMAT_ORC, false}, + {"hive", TFileFormatType::FORMAT_ORC, TFileFormatType::FORMAT_PARQUET, true}, + {"hive", TFileFormatType::FORMAT_PARQUET, TFileFormatType::FORMAT_CSV_PLAIN, true}, + {"hive", TFileFormatType::FORMAT_PARQUET, TFileFormatType::FORMAT_TEXT, true}, + {"hive", TFileFormatType::FORMAT_PARQUET, TFileFormatType::FORMAT_JSON, true}, + {"tvf", TFileFormatType::FORMAT_PARQUET, TFileFormatType::FORMAT_NATIVE, true}, + {"remote_doris", TFileFormatType::FORMAT_ARROW, std::nullopt, true}, + {"hive", TFileFormatType::FORMAT_ARROW, std::nullopt, false}, + {"", TFileFormatType::FORMAT_ARROW, std::nullopt, false}, + {"", TFileFormatType::FORMAT_WAL, std::nullopt, false}, + }; + + for (const auto& test_case : cases) { + TFileScanRangeParams params; + params.__set_format_type(test_case.params_format); + auto range = range_with_format(test_case.table_format, + test_case.range_format.value_or(test_case.params_format)); + if (!test_case.range_format.has_value()) { + range.__isset.format_type = false; + } + EXPECT_EQ(FileScannerV2::is_supported(params, range), test_case.expected) + << "table_format=" << test_case.table_format + << ", params_format=" << static_cast(test_case.params_format) + << ", range_has_format=" << test_case.range_format.has_value(); + } + + TFileScanRangeParams params; + params.__set_format_type(TFileFormatType::FORMAT_PARQUET); + EXPECT_FALSE(FileScannerV2::is_supported(params, hudi_range_with_delta_logs())); +} + +// Scenario: SplitSourceConnector should route to FileScannerV2 only when every scan range in the +// source is supported; one unsupported table format or file format must make the match fail. +TEST(FileScannerV2Test, SplitSourceAllScanRangesMatchRequiresEveryRangeSupported) { + TFileScanRangeParams params; + params.__set_format_type(TFileFormatType::FORMAT_PARQUET); + + const auto supported = range_with_format("hive", TFileFormatType::FORMAT_PARQUET); + const auto unsupported_table = range_with_format("lakesoul", TFileFormatType::FORMAT_PARQUET); + const auto unsupported_format = range_with_format("hive", TFileFormatType::FORMAT_ORC); + + LocalSplitSourceConnector all_supported( + {scan_range_param(supported), + scan_range_param(range_with_format("iceberg", TFileFormatType::FORMAT_PARQUET))}, + 1); + EXPECT_TRUE(all_supported.all_scan_ranges_match(params, FileScannerV2::is_supported)); + + LocalSplitSourceConnector hudi_supported( + {scan_range_param(supported), + scan_range_param(range_with_format("hudi", TFileFormatType::FORMAT_PARQUET))}, + 1); + EXPECT_TRUE(hudi_supported.all_scan_ranges_match(params, FileScannerV2::is_supported)); + + LocalSplitSourceConnector table_mismatch( + {scan_range_param(supported), scan_range_param(unsupported_table)}, 1); + EXPECT_FALSE(table_mismatch.all_scan_ranges_match(params, FileScannerV2::is_supported)); + + LocalSplitSourceConnector format_mismatch( + {scan_range_param(supported), scan_range_param(unsupported_format)}, 1); + EXPECT_FALSE(format_mismatch.all_scan_ranges_match(params, FileScannerV2::is_supported)); +} + +// Scenario: FileScannerV2 converts only the file formats implemented by format_v2 readers and +// rejects everything else before TableReader::init sees an unsupported FileFormat. +TEST(FileScannerV2Test, FileFormatConversionMatrix) { + struct Case { + TFileFormatType::type input; + std::optional expected; + }; + const std::vector cases { + {TFileFormatType::FORMAT_PARQUET, format::FileFormat::PARQUET}, + {TFileFormatType::FORMAT_JNI, format::FileFormat::JNI}, + {TFileFormatType::FORMAT_CSV_PLAIN, format::FileFormat::CSV}, + {TFileFormatType::FORMAT_CSV_GZ, format::FileFormat::CSV}, + {TFileFormatType::FORMAT_CSV_BZ2, format::FileFormat::CSV}, + {TFileFormatType::FORMAT_CSV_LZ4FRAME, format::FileFormat::CSV}, + {TFileFormatType::FORMAT_CSV_LZ4BLOCK, format::FileFormat::CSV}, + {TFileFormatType::FORMAT_CSV_LZOP, format::FileFormat::CSV}, + {TFileFormatType::FORMAT_CSV_DEFLATE, format::FileFormat::CSV}, + {TFileFormatType::FORMAT_CSV_SNAPPYBLOCK, format::FileFormat::CSV}, + {TFileFormatType::FORMAT_PROTO, format::FileFormat::CSV}, + {TFileFormatType::FORMAT_TEXT, format::FileFormat::TEXT}, + {TFileFormatType::FORMAT_JSON, format::FileFormat::JSON}, + {TFileFormatType::FORMAT_NATIVE, format::FileFormat::NATIVE}, + {TFileFormatType::FORMAT_ARROW, format::FileFormat::ARROW}, + {TFileFormatType::FORMAT_ORC, std::nullopt}, + }; + + for (const auto& test_case : cases) { + format::FileFormat file_format = format::FileFormat::PARQUET; + const auto status = FileScannerV2::TEST_to_file_format(test_case.input, &file_format); + if (test_case.expected.has_value()) { + ASSERT_TRUE(status.ok()) << status; + EXPECT_EQ(file_format, *test_case.expected); + } else { + EXPECT_FALSE(status.ok()); + } + } +} + +// Scenario: partition slots are identified from the explicit FE category when present, otherwise +// from the legacy is_file_slot flag. Scanner-generated rowid columns must never be treated as +// partition columns even if FE marks them as non-file slots. +TEST(FileScannerV2Test, PartitionSlotClassificationMatrix) { + TFileScanSlotInfo legacy_partition; + legacy_partition.__set_is_file_slot(false); + EXPECT_TRUE(FileScannerV2::TEST_is_partition_slot(legacy_partition, "dt")); + + TFileScanSlotInfo legacy_file; + legacy_file.__set_is_file_slot(true); + EXPECT_FALSE(FileScannerV2::TEST_is_partition_slot(legacy_file, "value")); + + TFileScanSlotInfo categorized_partition; + categorized_partition.__set_is_file_slot(true); + categorized_partition.__set_category(TColumnCategory::PARTITION_KEY); + EXPECT_TRUE(FileScannerV2::TEST_is_partition_slot(categorized_partition, "p")); + + TFileScanSlotInfo categorized_regular; + categorized_regular.__set_is_file_slot(false); + categorized_regular.__set_category(TColumnCategory::REGULAR); + EXPECT_FALSE(FileScannerV2::TEST_is_partition_slot(categorized_regular, "regular_col")); + + EXPECT_FALSE( + FileScannerV2::TEST_is_partition_slot(legacy_partition, BeConsts::GLOBAL_ROWID_COL)); + EXPECT_FALSE( + FileScannerV2::TEST_is_partition_slot(legacy_partition, BeConsts::ICEBERG_ROWID_COL)); +} + +// Scenario: data-file slots are the complement of partition/default/synthesized columns for +// formats without embedded schema. FE may send either the new category or the old is_file_slot +// flag, and scanner-generated rowid columns must never be passed to a physical file reader. +TEST(FileScannerV2Test, DataFileSlotClassificationMatrix) { + TFileScanSlotInfo legacy_file; + legacy_file.__set_is_file_slot(true); + EXPECT_TRUE(FileScannerV2::TEST_is_data_file_slot(legacy_file, "value")); + + TFileScanSlotInfo legacy_partition; + legacy_partition.__set_is_file_slot(false); + EXPECT_FALSE(FileScannerV2::TEST_is_data_file_slot(legacy_partition, "dt")); + + TFileScanSlotInfo categorized_regular; + categorized_regular.__set_is_file_slot(false); + categorized_regular.__set_category(TColumnCategory::REGULAR); + EXPECT_TRUE(FileScannerV2::TEST_is_data_file_slot(categorized_regular, "regular_col")); + + TFileScanSlotInfo categorized_generated; + categorized_generated.__set_is_file_slot(false); + categorized_generated.__set_category(TColumnCategory::GENERATED); + EXPECT_TRUE(FileScannerV2::TEST_is_data_file_slot(categorized_generated, "generated_col")); + + TFileScanSlotInfo categorized_partition; + categorized_partition.__set_is_file_slot(true); + categorized_partition.__set_category(TColumnCategory::PARTITION_KEY); + EXPECT_FALSE(FileScannerV2::TEST_is_data_file_slot(categorized_partition, "p")); + + TFileScanSlotInfo categorized_synthesized; + categorized_synthesized.__set_is_file_slot(true); + categorized_synthesized.__set_category(TColumnCategory::SYNTHESIZED); + EXPECT_FALSE(FileScannerV2::TEST_is_data_file_slot(categorized_synthesized, "virtual_col")); + + EXPECT_FALSE(FileScannerV2::TEST_is_data_file_slot(legacy_file, BeConsts::GLOBAL_ROWID_COL)); + EXPECT_FALSE(FileScannerV2::TEST_is_data_file_slot(legacy_file, BeConsts::ICEBERG_ROWID_COL)); +} + +// Scenario: table conjuncts are cloned into global-index space before they are handed to +// TableReader. Explicit slot-id mappings use the required_slots order; missing mappings fall back +// to the slot id itself for legacy descriptors. +TEST(FileScannerV2Test, RewriteSlotRefsToGlobalIndexMatrix) { + const auto int_type = std::make_shared(); + { + auto expr = slot_ref(42, 99, int_type, "value"); + const auto status = FileScannerV2::TEST_rewrite_slot_refs_to_global_index( + &expr, {{42, format::GlobalIndex(3)}}); + ASSERT_TRUE(status.ok()) << status; + const auto* rewritten = assert_cast(expr.get()); + EXPECT_EQ(rewritten->slot_id(), 3); + EXPECT_EQ(rewritten->column_id(), 3); + EXPECT_EQ(rewritten->column_name(), "value"); + } + { + auto expr = slot_ref(7, 99, int_type, "legacy_value"); + const auto status = FileScannerV2::TEST_rewrite_slot_refs_to_global_index(&expr, {}); + ASSERT_TRUE(status.ok()) << status; + const auto* rewritten = assert_cast(expr.get()); + EXPECT_EQ(rewritten->slot_id(), 7); + EXPECT_EQ(rewritten->column_id(), 7); + EXPECT_EQ(rewritten->column_name(), "legacy_value"); + } + { + auto cast_expr = format::Cast::create_shared(int_type); + cast_expr->add_child(slot_ref(9, 9, int_type, "nested_value")); + VExprSPtr expr = cast_expr; + const auto status = FileScannerV2::TEST_rewrite_slot_refs_to_global_index( + &expr, {{9, format::GlobalIndex(1)}}); + ASSERT_TRUE(status.ok()) << status; + ASSERT_EQ(expr->get_num_children(), 1); + const auto* rewritten_child = assert_cast(expr->children()[0].get()); + EXPECT_EQ(rewritten_child->slot_id(), 1); + EXPECT_EQ(rewritten_child->column_id(), 1); + EXPECT_EQ(rewritten_child->column_name(), "nested_value"); + } +} + +} // namespace doris diff --git a/be/test/exec/scan/vfile_scanner_exception_test.cpp b/be/test/exec/scan/vfile_scanner_exception_test.cpp index 64b17a6a86b87b..70b3d07f8eff48 100644 --- a/be/test/exec/scan/vfile_scanner_exception_test.cpp +++ b/be/test/exec/scan/vfile_scanner_exception_test.cpp @@ -18,13 +18,19 @@ #include #include +#include #include +#include #include #include "common/object_pool.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" #include "cpp/sync_point.h" #include "exec/operator/file_scan_operator.h" #include "exec/scan/file_scanner.h" +#include "exec/scan/split_source_connector.h" +#include "format_v2/table/hive_reader.h" #include "io/fs/local_file_system.h" #include "load/group_commit/wal/wal_manager.h" #include "runtime/cluster_info.h" @@ -34,7 +40,6 @@ #include "runtime/user_function_cache.h" namespace doris { - class TestSplitSourceConnectorStub : public SplitSourceConnector { private: std::mutex _range_lock; @@ -336,4 +341,112 @@ TEST_F(VfileScannerExceptionTest, process_late_arrival_conjuncts_retain) { WARN_IF_ERROR(scanner->close(&_runtime_state), "fail to close scanner"); } +TEST(HiveReaderPositionMappingTest, PositionMappingUsesColumnIdxsForFileSlots) { + TQueryOptions query_options; + query_options.hive_parquet_use_column_names = false; + RuntimeState runtime_state(query_options, TQueryGlobals()); + TFileScanRangeParams params; + params.__set_format_type(TFileFormatType::FORMAT_PARQUET); + params.__set_column_idxs({2, 0}); + format::ProjectedColumnBuildContext context { + .scan_params = ¶ms, + .runtime_state = &runtime_state, + }; + format::hive::HiveReader reader; + + TFileScanSlotInfo id_slot; + id_slot.__set_is_file_slot(true); + format::ColumnDefinition id_column { + .identifier = Field::create_field("id"), + .name = "id", + .type = std::make_shared(), + }; + + TFileScanSlotInfo name_slot; + name_slot.__set_is_file_slot(true); + format::ColumnDefinition name_column { + .identifier = Field::create_field("name"), + .name = "name", + .type = std::make_shared(), + }; + + ASSERT_TRUE(reader.annotate_projected_column(id_slot, &context, &id_column).ok()); + ASSERT_TRUE(id_column.has_identifier_field_id()); + EXPECT_EQ(id_column.get_identifier_position(), 2); + EXPECT_EQ(context.next_file_column_idx, 1); + + ASSERT_TRUE(reader.annotate_projected_column(name_slot, &context, &name_column).ok()); + ASSERT_TRUE(name_column.has_identifier_field_id()); + EXPECT_EQ(name_column.get_identifier_position(), 0); + EXPECT_EQ(context.next_file_column_idx, 2); + ASSERT_TRUE(reader.validate_projected_columns(context).ok()); +} + +TEST(HiveReaderPositionMappingTest, PositionMappingDoesNotConsumePartitionSlots) { + TQueryOptions query_options; + query_options.hive_parquet_use_column_names = false; + RuntimeState runtime_state(query_options, TQueryGlobals()); + TFileScanRangeParams params; + params.__set_format_type(TFileFormatType::FORMAT_PARQUET); + params.__set_column_idxs({3}); + format::ProjectedColumnBuildContext context { + .scan_params = ¶ms, + .runtime_state = &runtime_state, + }; + format::hive::HiveReader reader; + + TFileScanSlotInfo partition_slot; + partition_slot.__set_is_file_slot(false); + partition_slot.__set_category(TColumnCategory::PARTITION_KEY); + format::ColumnDefinition partition_column { + .identifier = Field::create_field("year"), + .name = "year", + .type = std::make_shared(), + }; + + TFileScanSlotInfo value_slot; + value_slot.__set_is_file_slot(true); + format::ColumnDefinition value_column { + .identifier = Field::create_field("value"), + .name = "value", + .type = std::make_shared(), + }; + + ASSERT_TRUE(reader.annotate_projected_column(partition_slot, &context, &partition_column).ok()); + ASSERT_TRUE(partition_column.has_identifier_name()); + EXPECT_EQ(partition_column.get_identifier_name(), "year"); + EXPECT_EQ(context.next_file_column_idx, 0); + + ASSERT_TRUE(reader.annotate_projected_column(value_slot, &context, &value_column).ok()); + ASSERT_TRUE(value_column.has_identifier_field_id()); + EXPECT_EQ(value_column.get_identifier_position(), 3); + EXPECT_EQ(context.next_file_column_idx, 1); + ASSERT_TRUE(reader.validate_projected_columns(context).ok()); +} + +TEST(HiveReaderPositionMappingTest, PositionMappingFailsWhenColumnIdxsMissing) { + TQueryOptions query_options; + query_options.hive_parquet_use_column_names = false; + RuntimeState runtime_state(query_options, TQueryGlobals()); + TFileScanRangeParams params; + params.__set_format_type(TFileFormatType::FORMAT_PARQUET); + format::ProjectedColumnBuildContext context { + .scan_params = ¶ms, + .runtime_state = &runtime_state, + }; + format::hive::HiveReader reader; + + TFileScanSlotInfo value_slot; + value_slot.__set_is_file_slot(true); + format::ColumnDefinition value_column { + .identifier = Field::create_field("value"), + .name = "value", + .type = std::make_shared(), + }; + + auto status = reader.annotate_projected_column(value_slot, &context, &value_column); + EXPECT_FALSE(status.ok()); + EXPECT_EQ(context.next_file_column_idx, 0); +} + } // namespace doris diff --git a/be/test/format_v2/column_mapper_test.cpp b/be/test/format_v2/column_mapper_test.cpp new file mode 100644 index 00000000000000..392adfa8126af7 --- /dev/null +++ b/be/test/format_v2/column_mapper_test.cpp @@ -0,0 +1,4066 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/column_mapper.h" + +#include + +#include +#include +#include +#include +#include + +#include "common/consts.h" +#include "core/assert_cast.h" +#include "core/block/block.h" +#include "core/column/column_vector.h" +#include "core/data_type/data_type_array.h" +#include "core/data_type/data_type_decimal.h" +#include "core/data_type/data_type_map.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" +#include "core/data_type/data_type_struct.h" +#include "core/data_type/data_type_timestamptz.h" +#include "exprs/vexpr.h" +#include "exprs/vexpr_context.h" +#include "exprs/vin_predicate.h" +#include "exprs/vliteral.h" +#include "exprs/vslot_ref.h" +#include "format_v2/column_mapper_nested.h" +#include "format_v2/expr/cast.h" +#include "format_v2/schema_projection.h" +#include "format_v2/table_reader.h" +#include "gen_cpp/Exprs_types.h" +#include "runtime/descriptors.h" +#include "storage/predicate/predicate_creator.h" +#include "testutil/column_helper.h" +#include "testutil/mock/mock_runtime_state.h" + +namespace doris::format { +namespace { + +DataTypePtr i32() { + return std::make_shared(); +} + +DataTypePtr i64() { + return std::make_shared(); +} + +DataTypePtr f32() { + return std::make_shared(); +} + +DataTypePtr f64() { + return std::make_shared(); +} + +DataTypePtr dec32(uint32_t precision, uint32_t scale) { + return std::make_shared(precision, scale); +} + +DataTypePtr str() { + return std::make_shared(); +} + +DataTypePtr timestamptz(uint32_t scale) { + return std::make_shared(scale); +} + +DataTypePtr u8() { + return std::make_shared(); +} + +ColumnDefinition field_id_col(const std::string& name, int32_t field_id, DataTypePtr type, + int32_t local_id = -1) { + ColumnDefinition column; + column.identifier = Field::create_field(field_id); + column.local_id = local_id; + column.name = name; + column.type = std::move(type); + return column; +} + +ColumnDefinition name_col(const std::string& name, DataTypePtr type, int32_t local_id = -1) { + ColumnDefinition column; + column.identifier = Field::create_field(name); + column.local_id = local_id; + column.name = name; + column.type = std::move(type); + return column; +} + +ColumnDefinition name_id_col(const std::string& name, const std::string& identifier, + DataTypePtr type, int32_t local_id = -1) { + ColumnDefinition column = name_col(name, std::move(type), local_id); + column.identifier = Field::create_field(identifier); + return column; +} + +ColumnDefinition position_col(const std::string& name, int32_t file_position, DataTypePtr type) { + return field_id_col(name, file_position, std::move(type)); +} + +ColumnDefinition struct_col(const std::string& name, int32_t field_id, + std::vector children, int32_t local_id = -1) { + DataTypes child_types; + Strings child_names; + child_types.reserve(children.size()); + child_names.reserve(children.size()); + for (const auto& child : children) { + child_types.push_back(child.type); + child_names.push_back(child.name); + } + auto column = field_id_col( + name, field_id, std::make_shared(child_types, child_names), local_id); + column.children = std::move(children); + return column; +} + +ColumnDefinition struct_name_col(const std::string& name, std::vector children, + int32_t local_id = -1) { + auto column = struct_col(name, -1, std::move(children), local_id); + column.identifier = Field::create_field(name); + return column; +} + +ColumnDefinition array_col(const std::string& name, int32_t field_id, ColumnDefinition element, + int32_t local_id = -1) { + auto column = + field_id_col(name, field_id, std::make_shared(element.type), local_id); + column.children = {std::move(element)}; + return column; +} + +ColumnDefinition map_col(const std::string& name, int32_t field_id, + std::vector children, const DataTypePtr& key_type, + const DataTypePtr& value_type, int32_t local_id = -1) { + auto column = field_id_col(name, field_id, std::make_shared(key_type, value_type), + local_id); + column.children = std::move(children); + return column; +} + +void set_name_identifiers(ColumnDefinition* column, int32_t local_id) { + DORIS_CHECK(column != nullptr); + column->identifier = Field::create_field(column->name); + column->local_id = local_id; + for (size_t idx = 0; idx < column->children.size(); ++idx) { + set_name_identifiers(&column->children[idx], static_cast(idx)); + } +} + +std::vector projection_ids(const std::vector& projections) { + std::vector ids; + ids.reserve(projections.size()); + for (const auto& projection : projections) { + ids.push_back(projection.local_id()); + } + return ids; +} + +std::vector target_names(const FileStructPredicateTarget* target) { + std::vector names; + for (const auto* current = target; current != nullptr; current = current->child.get()) { + names.push_back(current->file_child_name); + } + return names; +} + +void expect_mapping(const ColumnMapping& mapping, size_t global_index, + const std::string& table_name, int32_t file_local_id, + const std::string& file_name, const DataTypePtr& file_type, + const DataTypePtr& table_type) { + EXPECT_EQ(mapping.global_index, GlobalIndex(global_index)); + EXPECT_EQ(mapping.table_column_name, table_name); + ASSERT_TRUE(mapping.file_local_id.has_value()); + EXPECT_EQ(*mapping.file_local_id, file_local_id); + EXPECT_EQ(mapping.file_column_name, file_name); + ASSERT_NE(mapping.file_type, nullptr); + ASSERT_NE(mapping.table_type, nullptr); + EXPECT_TRUE(mapping.file_type->equals(*file_type)); + EXPECT_TRUE(mapping.table_type->equals(*table_type)); +} + +void expect_constant(const TableColumnMapper& mapper, const ColumnMapping& mapping, + size_t global_index, const DataTypePtr& table_type) { + EXPECT_FALSE(mapping.file_local_id.has_value()); + ASSERT_TRUE(mapping.constant_index.has_value()); + ASSERT_LT(mapping.constant_index->value(), mapper.constant_map().size()); + const auto& entry = mapper.constant_map().get(*mapping.constant_index); + EXPECT_EQ(entry.global_index, GlobalIndex(global_index)); + EXPECT_TRUE(entry.type->equals(*table_type)); + EXPECT_EQ(entry.expr, mapping.default_expr); +} + +void expect_missing(const ColumnMapping& mapping) { + EXPECT_FALSE(mapping.file_local_id.has_value()); + EXPECT_FALSE(mapping.constant_index.has_value()); + EXPECT_EQ(mapping.virtual_column_type, TableVirtualColumnType::INVALID); +} + +class TestFunctionExpr final : public VExpr { +public: + TestFunctionExpr(std::string function_name, DataTypePtr data_type, + TExprNodeType::type node_type = TExprNodeType::FUNCTION_CALL, + TExprOpcode::type opcode = TExprOpcode::INVALID_OPCODE) + : VExpr(std::move(data_type), false), _expr_name(std::move(function_name)) { + set_node_type(node_type); + _opcode = opcode; + TFunctionName fn_name; + fn_name.__set_function_name(_expr_name); + _fn.__set_name(fn_name); + } + + const std::string& expr_name() const override { return _expr_name; } + + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + *cloned_expr = + std::make_shared(_expr_name, data_type(), node_type(), _opcode); + return Status::OK(); + } + + Status execute_column_impl(VExprContext*, const Block*, const Selector*, size_t, + ColumnPtr&) const override { + return Status::NotSupported("TestFunctionExpr is only used for ColumnMapper analysis"); + } + +private: + std::string _expr_name; +}; + +VExprSPtr table_slot(int slot_id, int column_id, DataTypePtr type, const std::string& name) { + return VSlotRef::create_shared(slot_id, column_id, -1, std::move(type), name); +} + +VExprSPtr literal(DataTypePtr type, Field value) { + return VLiteral::create_shared(std::move(type), std::move(value)); +} + +VExprSPtr struct_element(const VExprSPtr& parent, DataTypePtr child_type, + const std::string& child_name) { + auto expr = std::make_shared("struct_element", child_type); + expr->add_child(parent); + expr->add_child(literal(str(), Field::create_field(child_name))); + return expr; +} + +VExprSPtr element_at(const VExprSPtr& parent, DataTypePtr child_type, + const std::string& child_name) { + auto expr = std::make_shared("element_at", std::move(child_type)); + expr->add_child(parent); + expr->add_child(literal(str(), Field::create_field(child_name))); + return expr; +} + +VExprSPtr array_element_at(const VExprSPtr& parent, DataTypePtr child_type, int64_t ordinal) { + auto expr = std::make_shared("element_at", std::move(child_type)); + expr->add_child(parent); + expr->add_child(literal(i64(), Field::create_field(ordinal))); + return expr; +} + +VExprSPtr map_values(const VExprSPtr& parent, DataTypePtr value_type) { + auto expr = std::make_shared( + "map_values", std::make_shared(std::move(value_type))); + expr->add_child(parent); + return expr; +} + +VExprSPtr map_keys(const VExprSPtr& parent, DataTypePtr key_type) { + auto expr = std::make_shared( + "map_keys", std::make_shared(std::move(key_type))); + expr->add_child(parent); + return expr; +} + +VExprSPtr array_contains(const VExprSPtr& array, const VExprSPtr& value) { + auto expr = std::make_shared("array_contains", u8()); + expr->add_child(array); + expr->add_child(value); + return expr; +} + +VExprSPtr like_expr(const VExprSPtr& left, const std::string& pattern) { + auto expr = std::make_shared("like", u8()); + expr->add_child(left); + expr->add_child(literal(str(), Field::create_field(pattern))); + return expr; +} + +VExprSPtr struct_element_by_selector(const VExprSPtr& parent, DataTypePtr child_type, + const VExprSPtr& selector) { + auto expr = std::make_shared("struct_element", std::move(child_type)); + expr->add_child(parent); + expr->add_child(selector); + return expr; +} + +VExprSPtr int_gt(const VExprSPtr& left, int32_t value) { + auto expr = std::make_shared("gt", u8(), TExprNodeType::BINARY_PRED, + TExprOpcode::GT); + expr->add_child(left); + expr->add_child(literal(i32(), Field::create_field(value))); + return expr; +} + +VExprSPtr binary_predicate(TExprOpcode::type opcode, const VExprSPtr& left, + const VExprSPtr& right) { + auto expr = std::make_shared("binary_predicate", u8(), + TExprNodeType::BINARY_PRED, opcode); + expr->add_child(left); + expr->add_child(right); + return expr; +} + +VExprSPtr in_predicate(const VExprSPtr& probe, const DataTypePtr& literal_type, + const std::vector& values) { + auto expr = std::make_shared("in", u8(), TExprNodeType::IN_PRED); + expr->add_child(probe); + for (const auto& value : values) { + expr->add_child(literal(literal_type, value)); + } + return expr; +} + +VExprSPtr null_predicate(const VExprSPtr& child, bool is_null) { + auto expr = + std::make_shared(is_null ? "is_null_pred" : "is_not_null_pred", u8()); + expr->add_child(child); + return expr; +} + +VExprSPtr cast_expr(const VExprSPtr& child, DataTypePtr target_type) { + auto expr = Cast::create_shared(std::move(target_type)); + expr->add_child(child); + return expr; +} + +VExprSPtr compound_predicate(TExprOpcode::type opcode, const VExprSPtr& left, + const VExprSPtr& right) { + auto expr = std::make_shared("compound", u8(), TExprNodeType::COMPOUND_PRED, + opcode); + expr->add_child(left); + expr->add_child(right); + return expr; +} + +ColumnMapping mapped_struct_column(int32_t root_file_local_id, const std::string& child_name, + int32_t child_file_local_id, DataTypePtr child_type) { + ColumnDefinition file_child = name_col(child_name, child_type, child_file_local_id); + ColumnMapping root; + root.global_index = GlobalIndex(0); + root.table_column_name = "s"; + root.file_local_id = root_file_local_id; + root.file_column_name = "s"; + root.table_type = + std::make_shared(DataTypes {child_type}, Strings {child_name}); + root.file_type = root.table_type; + root.original_file_type = root.table_type; + root.original_file_children = {file_child}; + root.projected_file_children = {file_child}; + return root; +} + +std::vector collect_paths(const VExprSPtr& expr) { + std::vector paths; + collect_nested_struct_paths(expr, &paths); + return paths; +} + +void expect_name_selector(const StructChildSelector& selector, const std::string& name) { + EXPECT_TRUE(selector.by_name); + EXPECT_EQ(selector.name, name); +} + +void expect_ordinal_selector(const StructChildSelector& selector, size_t ordinal) { + EXPECT_FALSE(selector.by_name); + EXPECT_EQ(selector.ordinal, ordinal); +} + +void expect_path_root(const NestedStructPath& path, size_t global_index) { + EXPECT_EQ(path.root_global_index, GlobalIndex(global_index)); +} + +class ColumnMapperCastTest : public testing::Test { +protected: + void SetUp() override { state.set_enable_strict_cast(true); } + + Status prepare_open_execute(VExprContext* context, Block* block, int* result_column_id) { + RETURN_IF_ERROR(context->prepare(&state, RowDescriptor())); + RETURN_IF_ERROR(context->open(&state)); + return context->execute(block, result_column_id); + } + + MockRuntimeState state; +}; + +class Int64ChildGreaterThanExpr final : public VExpr { +public: + explicit Int64ChildGreaterThanExpr(int64_t value) + : VExpr(std::make_shared(), false), _value(value) {} + + Status execute_column_impl(VExprContext* context, const Block* block, const Selector* selector, + size_t count, ColumnPtr& result_column) const override { + ColumnPtr child_column; + RETURN_IF_ERROR( + get_child(0)->execute_column(context, block, selector, count, child_column)); + const auto& input = assert_cast(*child_column); + auto result = ColumnUInt8::create(); + auto& result_data = result->get_data(); + result_data.resize(count); + for (size_t row = 0; row < count; ++row) { + result_data[row] = input.get_element(row) > _value; + } + result_column = std::move(result); + return Status::OK(); + } + + const std::string& expr_name() const override { return _expr_name; } + + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + *cloned_expr = std::make_shared(_value); + return Status::OK(); + } + +private: + const int64_t _value; + const std::string _expr_name = "Int64ChildGreaterThanExpr"; +}; + +class Int64BinaryPredicateExpr final : public VExpr { +public: + explicit Int64BinaryPredicateExpr(TExprOpcode::type opcode) + : VExpr(std::make_shared(), false) { + set_node_type(TExprNodeType::BINARY_PRED); + _opcode = opcode; + } + + Status execute_column_impl(VExprContext* context, const Block* block, const Selector* selector, + size_t count, ColumnPtr& result_column) const override { + ColumnPtr left_column; + RETURN_IF_ERROR(get_child(0)->execute_column(context, block, selector, count, left_column)); + ColumnPtr right_column; + RETURN_IF_ERROR( + get_child(1)->execute_column(context, block, selector, count, right_column)); + + auto result = ColumnUInt8::create(); + auto& result_data = result->get_data(); + result_data.resize(count); + for (size_t row = 0; row < count; ++row) { + const auto left = left_column->get_int(row); + const auto right = right_column->get_int(row); + switch (_opcode) { + case TExprOpcode::GT: + result_data[row] = left > right; + break; + case TExprOpcode::LT: + result_data[row] = left < right; + break; + default: + return Status::InternalError("Unsupported test opcode {}", _opcode); + } + } + result_column = std::move(result); + return Status::OK(); + } + + const std::string& expr_name() const override { return _expr_name; } + + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + *cloned_expr = std::make_shared(_opcode); + return Status::OK(); + } + +private: + const std::string _expr_name = "Int64BinaryPredicateExpr"; +}; + +VExprSPtr create_in_predicate() { + TExprNode node; + node.__set_node_type(TExprNodeType::IN_PRED); + node.__set_type(create_type_desc(PrimitiveType::TYPE_BOOLEAN)); + node.__set_is_nullable(false); + node.__set_num_children(0); + TInPredicate in_predicate; + in_predicate.__set_is_not_in(false); + node.__set_in_predicate(in_predicate); + return VInPredicate::create_shared(node); +} + +// ---------------------------------------------------------------------- +// L0 schema projection helper tests. +// These tests isolate LocalColumnIndex projection semantics before +// TableColumnMapper starts mutating ColumnMapping state. +// ---------------------------------------------------------------------- + +TEST(ColumnMapperSchemaProjectionTest, ProjectsStructByLocalIdAndKeepsFileOrder) { + auto a = field_id_col("a", 101, i32(), 0); + auto b = field_id_col("b", 102, str(), 1); + auto root = struct_col("s", 100, {a, b}, 7); + + LocalColumnIndex projection = LocalColumnIndex::partial_local(7); + projection.children.push_back(LocalColumnIndex::local(1)); + projection.children.push_back(LocalColumnIndex::local(0)); + + ColumnDefinition projected; + ASSERT_TRUE(project_column_definition(root, projection, &projected).ok()); + ASSERT_EQ(projected.children.size(), 2); + EXPECT_EQ(projected.children[0].name, "a"); + EXPECT_EQ(projected.children[1].name, "b"); + + const auto* projected_type = + assert_cast(remove_nullable(projected.type).get()); + ASSERT_EQ(projected_type->get_elements().size(), 2); + EXPECT_EQ(projected_type->get_element_name(0), "a"); + EXPECT_EQ(projected_type->get_element_name(1), "b"); +} + +TEST(ColumnMapperSchemaProjectionTest, ProjectsArrayElementStructLeaf) { + auto a = field_id_col("a", 1, i32(), 0); + auto b = field_id_col("b", 2, str(), 1); + auto element = struct_col("element", 10, {a, b}, 0); + auto array = array_col("items", 100, element, 5); + + LocalColumnIndex projection = LocalColumnIndex::partial_local(5); + auto element_projection = LocalColumnIndex::partial_local(0); + element_projection.children.push_back(LocalColumnIndex::local(1)); + projection.children.push_back(std::move(element_projection)); + + ColumnDefinition projected; + ASSERT_TRUE(project_column_definition(array, projection, &projected).ok()); + ASSERT_EQ(projected.children.size(), 1); + ASSERT_EQ(projected.children[0].children.size(), 1); + EXPECT_EQ(projected.children[0].children[0].name, "b"); + + const auto* array_type = + assert_cast(remove_nullable(projected.type).get()); + const auto* element_type = assert_cast( + remove_nullable(array_type->get_nested_type()).get()); + ASSERT_EQ(element_type->get_elements().size(), 1); + EXPECT_EQ(element_type->get_element_name(0), "b"); +} + +TEST(ColumnMapperSchemaProjectionTest, ProjectsMapValueStructLeaf) { + auto key = field_id_col("key", 1, str(), 0); + auto value_a = field_id_col("a", 2, i32(), 0); + auto value_b = field_id_col("b", 3, str(), 1); + auto value_type = + std::make_shared(DataTypes {i32(), str()}, Strings {"a", "b"}); + ColumnDefinition value = field_id_col("value", 4, value_type, 1); + value.children = {value_a, value_b}; + auto map = map_col("m", 100, {key, value}, str(), value_type, 9); + + LocalColumnIndex projection = LocalColumnIndex::partial_local(9); + projection.children.push_back(LocalColumnIndex::local(0)); + auto value_projection = LocalColumnIndex::partial_local(1); + value_projection.children.push_back(LocalColumnIndex::local(1)); + projection.children.push_back(std::move(value_projection)); + + ColumnDefinition projected; + ASSERT_TRUE(project_column_definition(map, projection, &projected).ok()); + ASSERT_EQ(projected.children.size(), 2); + EXPECT_EQ(projected.children[0].name, "key"); + EXPECT_TRUE(projected.children[0].children.empty()); + EXPECT_EQ(projected.children[1].name, "value"); + ASSERT_EQ(projected.children[1].children.size(), 1); + EXPECT_EQ(projected.children[1].children[0].name, "b"); + + const auto* map_type = assert_cast(remove_nullable(projected.type).get()); + const auto* projected_value = + assert_cast(remove_nullable(map_type->get_value_type()).get()); + ASSERT_EQ(projected_value->get_elements().size(), 1); + EXPECT_EQ(projected_value->get_element_name(0), "b"); +} + +TEST(ColumnMapperSchemaProjectionTest, RejectsMapKeyOnlyProjection) { + auto key = field_id_col("key", 1, str(), 0); + auto value = field_id_col("value", 2, i32(), 1); + auto map = map_col("m", 100, {key, value}, str(), i32(), 9); + + LocalColumnIndex projection = LocalColumnIndex::partial_local(9); + projection.children.push_back(LocalColumnIndex::local(0)); + + ColumnDefinition projected; + const auto status = project_column_definition(map, projection, &projected); + ASSERT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("contains no value child"), std::string::npos); +} + +TEST(ColumnMapperSchemaProjectionTest, RejectsInvalidProjectionChildIdWithFieldName) { + auto root = struct_col("s", 100, {field_id_col("a", 101, i32(), 0)}, 7); + + LocalColumnIndex projection = LocalColumnIndex::partial_local(7); + projection.children.push_back(LocalColumnIndex::local(99)); + + ColumnDefinition projected; + const auto status = project_column_definition(root, projection, &projected); + ASSERT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("Invalid projection child id 99 for field s"), + std::string::npos); +} + +TEST(ColumnMapperSchemaProjectionTest, RejectsEmptyProjectionPathWithFieldName) { + auto root = struct_col("s", 100, {field_id_col("a", 101, i32(), 0)}, 7); + + LocalColumnIndex projection = LocalColumnIndex::partial_local(7); + projection.children.push_back(LocalColumnIndex::local(-1)); + + ColumnDefinition projected; + const auto status = project_column_definition(root, projection, &projected); + ASSERT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("Empty projection path for field s"), std::string::npos); +} + +TEST(ColumnMapperSchemaProjectionTest, RejectsInvalidChildProjectionForPrimitiveField) { + auto root = field_id_col("i", 1, i32(), 7); + LocalColumnIndex projection = LocalColumnIndex::partial_local(7); + projection.children.push_back(LocalColumnIndex::local(0)); + + ColumnDefinition projected; + const auto status = project_column_definition(root, projection, &projected); + ASSERT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("Invalid projection child id 0 for field i"), + std::string::npos); +} + +// ---------------------------------------------------------------------- +// L0 nested helper tests. +// These tests cover child ordering, direct schema path resolution, and +// predicate-filter merging without going through create_scan_request(). +// ---------------------------------------------------------------------- + +TEST(ColumnMapperNestedHelperTest, PresentChildMappingsAreSortedByFileLocalId) { + ColumnMapping b; + b.table_column_name = "b"; + b.file_local_id = 2; + ColumnMapping missing; + missing.table_column_name = "missing"; + ColumnMapping a; + a.table_column_name = "a"; + a.file_local_id = 1; + + const std::vector child_mappings = {b, missing, a}; + const auto present = present_child_mappings_in_file_order(child_mappings); + ASSERT_EQ(present.size(), 2); + EXPECT_EQ(present[0]->table_column_name, "a"); + EXPECT_EQ(present[1]->table_column_name, "b"); +} + +TEST(ColumnMapperNestedHelperTest, BuildsProjectionByNameAndOrdinalSelectors) { + auto leaf = field_id_col("leaf", 3, i32(), 0); + auto nested = struct_col("nested", 2, {leaf}, 1); + auto first = field_id_col("first", 1, str(), 0); + const std::vector children = {first, nested}; + + const std::vector by_name = { + {.by_name = true, .name = "nested", .ordinal = 0}, + {.by_name = true, .name = "leaf", .ordinal = 0}, + }; + LocalColumnIndex named_projection; + ASSERT_TRUE(build_file_child_projection_from_schema(children, by_name, &named_projection).ok()); + EXPECT_EQ(named_projection.local_id(), 1); + ASSERT_EQ(named_projection.children.size(), 1); + EXPECT_EQ(named_projection.children[0].local_id(), 0); + + const std::vector by_ordinal = { + {.by_name = false, .name = "", .ordinal = 2}, + {.by_name = false, .name = "", .ordinal = 1}, + }; + LocalColumnIndex ordinal_projection; + ASSERT_TRUE(build_file_child_projection_from_schema(children, by_ordinal, &ordinal_projection) + .ok()); + EXPECT_EQ(ordinal_projection.local_id(), 1); + ASSERT_EQ(ordinal_projection.children.size(), 1); + EXPECT_EQ(ordinal_projection.children[0].local_id(), 0); +} + +TEST(ColumnMapperNestedHelperTest, MergesPredicateFiltersForSameNestedTarget) { + FileColumnPredicateFilter gt_filter; + gt_filter.target = FileNestedPredicateTarget( + LocalColumnId(7), std::make_unique(2, "score")); + gt_filter.file_column_id = LocalColumnId(7); + gt_filter.file_child_id_path = {2}; + gt_filter.predicates.push_back(create_comparison_predicate( + 7, "score", i32(), Field::create_field(10), false)); + + FileColumnPredicateFilter lt_filter; + lt_filter.target = FileNestedPredicateTarget( + LocalColumnId(7), std::make_unique(2, "score")); + lt_filter.file_column_id = LocalColumnId(7); + lt_filter.file_child_id_path = {2}; + lt_filter.predicates.push_back(create_comparison_predicate( + 7, "score", i32(), Field::create_field(100), false)); + + std::vector filters; + merge_column_predicate_filter(std::move(gt_filter), &filters); + merge_column_predicate_filter(std::move(lt_filter), &filters); + + ASSERT_EQ(filters.size(), 1); + EXPECT_EQ(filters[0].effective_file_column_id(), LocalColumnId(7)); + EXPECT_EQ(filters[0].effective_file_child_id_path(), std::vector({2})); + ASSERT_EQ(filters[0].predicates.size(), 2); + EXPECT_EQ(target_names(filters[0].target.struct_target.get()), + std::vector({"score"})); +} + +TEST(ColumnMapperNestedHelperTest, DoesNotExtractPredicateFiltersFromOr) { + const auto int_type = i32(); + const auto struct_type = std::make_shared(DataTypes {int_type}, Strings {"a"}); + const auto slot = table_slot(0, 0, struct_type, "s"); + const auto left = int_gt(struct_element(slot, int_type, "a"), 10); + const auto right = int_gt(struct_element(slot, int_type, "a"), 20); + const auto or_expr = compound_predicate(TExprOpcode::COMPOUND_OR, left, right); + + std::vector filters; + collect_nested_column_predicate_filters(or_expr, {mapped_struct_column(5, "a", 0, int_type)}, + &filters); + + EXPECT_TRUE(filters.empty()); +} + +TEST(ColumnMapperNestedHelperTest, DoesNotExtractPredicateFiltersFromUnsupportedExpression) { + const auto int_type = i32(); + const auto struct_type = std::make_shared(DataTypes {int_type}, Strings {"a"}); + auto add_expr = std::make_shared("add", int_type); + add_expr->add_child(struct_element(table_slot(0, 0, struct_type, "s"), int_type, "a")); + add_expr->add_child(literal(int_type, Field::create_field(1))); + + std::vector filters; + collect_nested_column_predicate_filters(add_expr, {mapped_struct_column(5, "a", 0, int_type)}, + &filters); + + EXPECT_TRUE(filters.empty()); +} + +TEST(ColumnMapperNestedHelperTest, DoesNotExtractPredicateFiltersThroughUnsafeCast) { + const auto file_type = i64(); + const auto table_type = i32(); + const auto struct_type = std::make_shared(DataTypes {file_type}, Strings {"a"}); + const auto nested_leaf = struct_element(table_slot(0, 0, struct_type, "s"), file_type, "a"); + const auto filter_expr = int_gt(cast_expr(nested_leaf, table_type), 10); + + std::vector filters; + collect_nested_column_predicate_filters(filter_expr, + {mapped_struct_column(5, "a", 0, file_type)}, &filters); + + EXPECT_TRUE(filters.empty()); +} + +// ---------------------------------------------------------------------- +// collect_nested_struct_paths() helper tests. +// These tests assert the entry helper for nested scan projection: it only discovers +// table-side struct paths. Later localization decides whether to build pruning predicates. +// ---------------------------------------------------------------------- + +TEST(ColumnMapperCollectNestedStructPathsTest, CollectsNameOrdinalAndBooleanSelectors) { + const auto leaf_type = i32(); + const auto inner_type = + std::make_shared(DataTypes {leaf_type, leaf_type}, Strings {"x", "y"}); + const auto root_type = std::make_shared(DataTypes {inner_type, leaf_type}, + Strings {"nested", "missing"}); + const auto root = table_slot(0, 3, root_type, "s"); + + const auto nested_by_ordinal = struct_element_by_selector( + struct_element_by_selector(root, inner_type, + literal(i32(), Field::create_field(1))), + leaf_type, literal(i32(), Field::create_field(2))); + auto paths = collect_paths(nested_by_ordinal); + ASSERT_EQ(paths.size(), 1); + expect_path_root(paths[0], 3); + ASSERT_EQ(paths[0].selectors.size(), 2); + expect_ordinal_selector(paths[0].selectors[0], 1); + expect_ordinal_selector(paths[0].selectors[1], 2); + + const std::vector positive_ordinal_selectors = { + literal(std::make_shared(), + Field::create_field(static_cast(1))), + literal(std::make_shared(), + Field::create_field(static_cast(2))), + literal(i32(), Field::create_field(3)), + literal(i64(), Field::create_field(4)), + literal(u8(), Field::create_field(true)), + }; + for (size_t idx = 0; idx < positive_ordinal_selectors.size(); ++idx) { + const auto selected = + struct_element_by_selector(root, leaf_type, positive_ordinal_selectors[idx]); + paths = collect_paths(selected); + ASSERT_EQ(paths.size(), 1); + ASSERT_EQ(paths[0].selectors.size(), 1); + expect_ordinal_selector(paths[0].selectors[0], idx == 4 ? 1 : idx + 1); + } + + paths = collect_paths(struct_element(root, leaf_type, "missing")); + ASSERT_EQ(paths.size(), 1); + ASSERT_EQ(paths[0].selectors.size(), 1); + expect_name_selector(paths[0].selectors[0], "missing"); +} + +TEST(ColumnMapperCollectNestedStructPathsTest, IgnoresInvalidSelectorsAndNonPathRoots) { + const auto leaf_type = i32(); + const auto root_type = std::make_shared(DataTypes {leaf_type}, Strings {"a"}); + const auto root = table_slot(0, 0, root_type, "s"); + + const std::vector invalid_selectors = { + literal(i32(), Field::create_field(0)), + literal(i32(), Field::create_field(-1)), + literal(u8(), Field::create_field(false)), + literal(f32(), Field::create_field(1.0F)), + literal(f64(), Field::create_field(1.0)), + table_slot(1, 1, i32(), "selector"), + }; + for (const auto& selector : invalid_selectors) { + EXPECT_TRUE(collect_paths(struct_element_by_selector(root, leaf_type, selector)).empty()); + } + + auto wrong_arity = std::make_shared("struct_element", leaf_type); + wrong_arity->add_child(root); + EXPECT_TRUE(collect_paths(wrong_arity).empty()); + + auto not_struct_element = std::make_shared("other_function", leaf_type); + not_struct_element->add_child(root); + not_struct_element->add_child(literal(str(), Field::create_field("a"))); + EXPECT_TRUE(collect_paths(not_struct_element).empty()); + + EXPECT_TRUE(collect_paths(struct_element(literal(str(), Field::create_field("x")), + leaf_type, "a")) + .empty()); + EXPECT_TRUE(collect_paths(nullptr).empty()); +} + +TEST(ColumnMapperCollectNestedStructPathsTest, RecursesThroughExpressionsAndKeepsCompletePath) { + const auto leaf_type = i32(); + const auto inner_type = std::make_shared(DataTypes {leaf_type}, Strings {"b"}); + const auto root_type = + std::make_shared(DataTypes {inner_type, leaf_type}, Strings {"a", "c"}); + const auto root = table_slot(0, 2, root_type, "s"); + const auto path_a = struct_element_by_selector( + root, inner_type, literal(str(), Field::create_field("a"))); + const auto path_ab = struct_element_by_selector( + path_a, leaf_type, literal(str(), Field::create_field("b"))); + const auto path_c = struct_element_by_selector( + root, leaf_type, literal(str(), Field::create_field("c"))); + + auto paths = collect_paths(binary_predicate( + TExprOpcode::GT, path_ab, literal(leaf_type, Field::create_field(1)))); + ASSERT_EQ(paths.size(), 1); + expect_path_root(paths[0], 2); + ASSERT_EQ(paths[0].selectors.size(), 2); + expect_name_selector(paths[0].selectors[0], "a"); + expect_name_selector(paths[0].selectors[1], "b"); + + paths = collect_paths(compound_predicate( + TExprOpcode::COMPOUND_OR, + binary_predicate(TExprOpcode::GT, path_ab, + literal(leaf_type, Field::create_field(1))), + binary_predicate(TExprOpcode::LT, path_c, + literal(leaf_type, Field::create_field(2))))); + ASSERT_EQ(paths.size(), 2); + ASSERT_EQ(paths[0].selectors.size(), 2); + ASSERT_EQ(paths[1].selectors.size(), 1); + expect_name_selector(paths[0].selectors[0], "a"); + expect_name_selector(paths[0].selectors[1], "b"); + expect_name_selector(paths[1].selectors[0], "c"); + + auto fn = std::make_shared("fn", leaf_type); + fn->add_child(path_ab); + fn->add_child(table_slot(3, 4, leaf_type, "other")); + paths = collect_paths(fn); + ASSERT_EQ(paths.size(), 1); + ASSERT_EQ(paths[0].selectors.size(), 2); + + auto if_expr = std::make_shared("if", leaf_type); + if_expr->add_child(literal(u8(), Field::create_field(true))); + if_expr->add_child(path_ab); + if_expr->add_child(path_c); + paths = collect_paths(if_expr); + ASSERT_EQ(paths.size(), 2); + + paths = collect_paths(compound_predicate(TExprOpcode::COMPOUND_AND, path_ab, path_ab)); + ASSERT_EQ(paths.size(), 2); + + paths = collect_paths(path_ab); + ASSERT_EQ(paths.size(), 1); + ASSERT_EQ(paths[0].selectors.size(), 2); +} + +TEST(ColumnMapperCollectNestedStructPathsTest, CastBehaviorSeparatesProjectionAndPruningRules) { + const auto int_type = i32(); + const auto bigint_type = i64(); + const auto float_type = f32(); + const auto double_type = f64(); + const auto decimal_small = dec32(8, 2); + const auto decimal_wide = dec32(9, 2); + const auto decimal_changed_scale = dec32(9, 3); + + const auto root_type = std::make_shared( + DataTypes {int_type, float_type, decimal_small}, Strings {"i", "f", "d"}); + const auto root = table_slot(0, 0, root_type, "s"); + const auto int_path = struct_element(root, int_type, "i"); + const auto float_path = struct_element(root, float_type, "f"); + const auto decimal_path = struct_element(root, decimal_small, "d"); + + auto paths = collect_paths(cast_expr(int_path, bigint_type)); + ASSERT_EQ(paths.size(), 1); + expect_name_selector(paths[0].selectors[0], "i"); + + paths = collect_paths(cast_expr(float_path, double_type)); + ASSERT_EQ(paths.size(), 1); + expect_name_selector(paths[0].selectors[0], "f"); + + paths = collect_paths(cast_expr(decimal_path, decimal_wide)); + ASSERT_EQ(paths.size(), 1); + expect_name_selector(paths[0].selectors[0], "d"); + + paths = collect_paths( + cast_expr(struct_element(root, make_nullable(int_type), "i"), make_nullable(int_type))); + ASSERT_EQ(paths.size(), 1); + expect_name_selector(paths[0].selectors[0], "i"); + + // Unsafe casts are not accepted as pruning paths, but collect_nested_struct_paths() still + // recurses into children so scan projection can read the column needed by row-level filters. + paths = collect_paths(cast_expr(struct_element(root, bigint_type, "i"), int_type)); + ASSERT_EQ(paths.size(), 1); + expect_name_selector(paths[0].selectors[0], "i"); + + paths = collect_paths(cast_expr(decimal_path, decimal_changed_scale)); + ASSERT_EQ(paths.size(), 1); + expect_name_selector(paths[0].selectors[0], "d"); + + EXPECT_TRUE(collect_paths(cast_expr(table_slot(1, 1, int_type, "plain"), bigint_type)).empty()); +} + +TEST(ColumnMapperCollectNestedStructPathsTest, ProjectionMergeKeepsFilterOnlyPathAndDeduplicates) { + const auto int_type = i32(); + const auto string_type = str(); + auto table_a = name_col("a", int_type); + auto table_b = name_col("b", int_type); + auto table_output = struct_name_col("s", {table_a}); + auto full_table_struct = struct_name_col("s", {table_a, table_b}); + + auto file_a = name_col("a", int_type, 0); + auto file_b = name_col("b", int_type, 1); + auto file_struct = struct_name_col("s", {file_a, file_b, name_col("c", string_type, 2)}, 5); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping({table_output}, {}, {file_struct}).ok()); + + const auto path_b = + struct_element(table_slot(0, 0, full_table_struct.type, "s"), int_type, "b"); + auto filter_expr = compound_predicate( + TExprOpcode::COMPOUND_AND, + binary_predicate(TExprOpcode::GT, path_b, + literal(int_type, Field::create_field(1))), + binary_predicate(TExprOpcode::LT, path_b, + literal(int_type, Field::create_field(10)))); + TableFilter filter {.conjunct = VExprContext::create_shared(filter_expr), + .global_indices = {GlobalIndex(0)}}; + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({filter}, {}, {table_output}, &request).ok()); + + EXPECT_TRUE(request.non_predicate_columns.empty()); + ASSERT_EQ(request.predicate_columns.size(), 1); + EXPECT_EQ(request.predicate_columns[0].column_id(), LocalColumnId(5)); + ASSERT_FALSE(request.predicate_columns[0].project_all_children); + EXPECT_EQ(projection_ids(request.predicate_columns[0].children), std::vector({0, 1})); + ASSERT_EQ(request.column_predicate_filters.size(), 1); + EXPECT_EQ(request.column_predicate_filters[0].effective_file_child_id_path(), + std::vector({1})); + ASSERT_EQ(request.column_predicate_filters[0].predicates.size(), 2); +} + +// Scenario: row-oriented readers such as CSV/Text cannot lazy-read predicate columns separately. +// For a complex root that is both projected and referenced by a filter, the materialized mapper +// keeps one non-predicate scan entry and asks the reader to read the full top-level struct. +TEST(ColumnMapperScanRequestTest, MaterializedMapperUsesSingleScanColumnList) { + const auto int_type = i32(); + const auto string_type = str(); + auto table_a = name_col("a", int_type, 0); + auto table_b = name_col("b", int_type, 1); + auto full_table_struct = struct_name_col("s", {table_a, table_b}); + auto table_output = struct_name_col("s", {table_a}); + + auto file_a = name_col("a", int_type, 0); + auto file_b = name_col("b", int_type, 1); + auto file_struct = struct_name_col("s", {file_a, file_b, name_col("c", string_type, 2)}, 5); + + MaterializedColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping({table_output}, {}, {file_struct}).ok()); + + const auto path_b = + struct_element(table_slot(0, 0, full_table_struct.type, "s"), int_type, "b"); + auto filter_expr = binary_predicate(TExprOpcode::GT, path_b, + literal(int_type, Field::create_field(1))); + TableFilter filter {.conjunct = VExprContext::create_shared(filter_expr), + .global_indices = {GlobalIndex(0)}}; + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({filter}, {}, {table_output}, &request).ok()); + + EXPECT_TRUE(request.predicate_columns.empty()); + ASSERT_EQ(request.non_predicate_columns.size(), 1); + EXPECT_EQ(request.non_predicate_columns[0].column_id(), LocalColumnId(5)); + EXPECT_TRUE(request.non_predicate_columns[0].project_all_children); + EXPECT_TRUE(request.non_predicate_columns[0].children.empty()); + EXPECT_TRUE(request.column_predicate_filters.empty()); +} + +// Scenario: a FileReader must expose semantic children for complex file columns. If it returns a +// complex DataType but leaves ColumnDefinition::children empty, mapper should return a diagnostic +// error instead of aborting inside ARRAY/MAP/STRUCT child lookup. +TEST(ColumnMapperScanRequestTest, MalformedComplexFileSchemaReturnsError) { + const auto int_type = i32(); + const auto string_type = str(); + auto table_a = name_col("a", int_type, 0); + auto table_b = name_col("b", string_type, 1); + auto table_struct = struct_name_col("s", {table_a, table_b}); + auto file_struct_type = + std::make_shared(DataTypes {int_type, string_type}, Strings {"a", "b"}); + auto malformed_file_struct = name_col("s", file_struct_type, 5); + + MaterializedColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + const auto status = mapper.create_mapping({table_struct}, {}, {malformed_file_struct}); + + ASSERT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("Malformed complex file schema"), std::string::npos) + << status; +} + +// Scenario: when the projected table schema contains the child referenced by the filter, the +// materialized mapper can still rewrite the table-level struct child predicate into a file-local +// conjunct. It remains a single full-root scan column; only the expression is localized. +TEST(ColumnMapperScanRequestTest, MaterializedMapperLocalizesMappedStructChildConjunct) { + const auto int_type = i32(); + const auto string_type = str(); + auto table_a = name_col("a", int_type, 0); + auto table_b = name_col("b", int_type, 1); + auto table_struct = struct_name_col("s", {table_a, table_b}); + + auto file_a = name_col("a", int_type, 0); + auto file_b = name_col("b", int_type, 1); + auto file_struct = struct_name_col("s", {file_a, file_b, name_col("c", string_type, 2)}, 5); + + MaterializedColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping({table_struct}, {}, {file_struct}).ok()); + + const auto path_b = struct_element(table_slot(0, 0, table_struct.type, "s"), int_type, "b"); + auto filter_expr = binary_predicate(TExprOpcode::GT, path_b, + literal(int_type, Field::create_field(1))); + TableFilter filter {.conjunct = VExprContext::create_shared(filter_expr), + .global_indices = {GlobalIndex(0)}}; + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({filter}, {}, {table_struct}, &request).ok()); + + EXPECT_TRUE(request.predicate_columns.empty()); + ASSERT_EQ(request.non_predicate_columns.size(), 1); + EXPECT_EQ(request.non_predicate_columns[0].column_id(), LocalColumnId(5)); + EXPECT_TRUE(request.non_predicate_columns[0].project_all_children); + EXPECT_TRUE(request.non_predicate_columns[0].children.empty()); + EXPECT_TRUE(request.column_predicate_filters.empty()); + ASSERT_EQ(request.conjuncts.size(), 1); +} + +// Scenario: even output-only partial complex projections such as `SELECT s.a` must scan the full +// top-level struct for materialized readers, because delimited text formats cannot physically read +// only one nested child from a single text field. +TEST(ColumnMapperScanRequestTest, MaterializedMapperScansFullComplexRootForOutputOnlyProjection) { + const auto int_type = i32(); + const auto string_type = str(); + auto table_a = name_col("a", int_type, 0); + auto table_output = struct_name_col("s", {table_a}); + + auto file_a = name_col("a", int_type, 0); + auto file_b = name_col("b", int_type, 1); + auto file_struct = struct_name_col("s", {file_a, file_b, name_col("c", string_type, 2)}, 5); + + MaterializedColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping({table_output}, {}, {file_struct}).ok()); + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({}, {}, {table_output}, &request).ok()); + + ASSERT_EQ(request.non_predicate_columns.size(), 1); + EXPECT_EQ(request.non_predicate_columns[0].column_id(), LocalColumnId(5)); + EXPECT_TRUE(request.non_predicate_columns[0].project_all_children); + EXPECT_TRUE(request.non_predicate_columns[0].children.empty()); + EXPECT_TRUE(request.predicate_columns.empty()); + EXPECT_TRUE(request.column_predicate_filters.empty()); +} + +// Scenario: array/map nested projections also scan the full top-level complex root for +// materialized readers. This keeps row-oriented formats from receiving Parquet-style partial +// projections for `array` elements or map value structs. +TEST(ColumnMapperScanRequestTest, MaterializedMapperScansFullArrayAndMapRoots) { + const auto key_type = str(); + const auto int_type = i32(); + const auto string_type = str(); + + auto table_array_child = name_col("b", string_type); + auto table_array_element = struct_name_col("element", {table_array_child}); + auto table_array = array_col("items", -1, table_array_element); + table_array.identifier = Field::create_field("items"); + set_name_identifiers(&table_array, -1); + + auto file_array_a = name_col("a", int_type, 0); + auto file_array_b = name_col("b", string_type, 1); + auto file_array_element = struct_name_col("element", {file_array_a, file_array_b}, 0); + auto file_array = array_col("items", -1, file_array_element, 4); + file_array.identifier = Field::create_field("items"); + set_name_identifiers(&file_array, 4); + + auto table_value_b = name_col("b", string_type); + auto table_value = struct_name_col("value", {table_value_b}); + auto table_map = map_col("m", -1, {table_value}, key_type, table_value.type); + table_map.identifier = Field::create_field("m"); + set_name_identifiers(&table_map, -1); + + auto file_key = name_col("key", key_type, 0); + auto file_value_a = name_col("a", int_type, 0); + auto file_value_b = name_col("b", string_type, 1); + auto file_value = struct_name_col("value", {file_value_a, file_value_b}, 1); + auto file_map = map_col("m", -1, {file_key, file_value}, key_type, file_value.type, 6); + file_map.identifier = Field::create_field("m"); + set_name_identifiers(&file_map, 6); + + MaterializedColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping({table_array, table_map}, {}, {file_array, file_map}).ok()); + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({}, {}, {table_array, table_map}, &request).ok()); + + ASSERT_EQ(request.non_predicate_columns.size(), 2); + EXPECT_EQ(request.non_predicate_columns[0].column_id(), LocalColumnId(4)); + EXPECT_TRUE(request.non_predicate_columns[0].project_all_children); + EXPECT_TRUE(request.non_predicate_columns[0].children.empty()); + EXPECT_EQ(request.non_predicate_columns[1].column_id(), LocalColumnId(6)); + EXPECT_TRUE(request.non_predicate_columns[1].project_all_children); + EXPECT_TRUE(request.non_predicate_columns[1].children.empty()); + EXPECT_TRUE(request.predicate_columns.empty()); + EXPECT_TRUE(request.column_predicate_filters.empty()); +} + +// ---------------------------------------------------------------------- +// L1 create_mapping root matching tests. +// These cases cover the three supported root matching modes and the +// missing/default behavior that each mode feeds into later scan requests. +// ---------------------------------------------------------------------- + +TEST(ColumnMapperCreateMappingTest, ByNameMatchesCaseIdentifierAndAliases) { + const auto int_type = i32(); + const std::vector table_schema = { + name_col("ID", int_type), + name_id_col("renamed", "legacy_name", int_type), + [] { + auto column = name_col("current_alias", i32()); + column.name_mapping = {"old_alias"}; + return column; + }(), + name_col("file_alias", int_type), + }; + std::vector file_schema = { + name_col("id", int_type, 0), + name_col("legacy_name", int_type, 1), + name_col("old_alias", int_type, 2), + [] { + auto column = name_col("physical_name", i32(), 3); + column.name_mapping = {"file_alias"}; + return column; + }(), + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping(table_schema, {}, file_schema).ok()); + + ASSERT_EQ(mapper.mappings().size(), 4); + expect_mapping(mapper.mappings()[0], 0, "ID", 0, "id", int_type, int_type); + expect_mapping(mapper.mappings()[1], 1, "renamed", 1, "legacy_name", int_type, int_type); + expect_mapping(mapper.mappings()[2], 2, "current_alias", 2, "old_alias", int_type, int_type); + expect_mapping(mapper.mappings()[3], 3, "file_alias", 3, "physical_name", int_type, int_type); +} + +TEST(ColumnMapperCreateMappingTest, ByNameUsesFirstMatchingFileFieldWhenAmbiguous) { + const auto int_type = i32(); + const std::vector table_schema = { + name_col("id", int_type), + }; + const std::vector file_schema = { + name_col("ID", int_type, 0), + name_col("id", int_type, 1), + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping(table_schema, {}, file_schema).ok()); + + ASSERT_EQ(mapper.mappings().size(), 1); + expect_mapping(mapper.mappings()[0], 0, "id", 0, "ID", int_type, int_type); +} + +TEST(ColumnMapperCreateMappingTest, TimestampTzScaleMismatchDoesNotAddFinalizeCast) { + // Scenario: HDFS TVF may expose a table slot as TIMESTAMPTZ(0), while a Parquet logical UTC + // timestamp file schema is materialized as TIMESTAMPTZ(6). Finalization must not add a SQL + // cast from scale 6 to scale 0, because that cast rounds fractional seconds: + // 2025-06-01 12:34:56.789+08:00 -> 2025-06-01 12:34:57+08:00 + // Reader finalization should pass the column through; the output slot type controls display + // scale and hides the fractional part without changing the stored instant. + const auto table_type = timestamptz(0); + const auto file_type = timestamptz(6); + const std::vector table_schema = {name_col("ts_tz", table_type)}; + const std::vector file_schema = {name_col("ts_tz", file_type, 0)}; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping(table_schema, {}, file_schema).ok()); + + ASSERT_EQ(mapper.mappings().size(), 1); + expect_mapping(mapper.mappings()[0], 0, "ts_tz", 0, "ts_tz", file_type, table_type); + EXPECT_TRUE(mapper.mappings()[0].is_trivial); + EXPECT_EQ(mapper.mappings()[0].filter_conversion, FilterConversionType::COPY_DIRECTLY); +} + +TEST(ColumnMapperCreateMappingTest, ByNameUsesNameMappingForRenamedColumn) { + const auto int_type = i32(); + auto table_column = name_col("current_id", int_type); + table_column.name_mapping = {"legacy_id"}; + const std::vector file_schema = { + name_col("legacy_id", int_type, 0), + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping({table_column}, {}, file_schema).ok()); + + ASSERT_EQ(mapper.mappings().size(), 1); + expect_mapping(mapper.mappings()[0], 0, "current_id", 0, "legacy_id", int_type, int_type); +} + +TEST(ColumnMapperCreateMappingTest, ByNameUsesNameMappingForNestedSchemaEvolution) { + const auto int_type = i32(); + const auto string_type = str(); + + auto table_country = name_col("country", string_type); + table_country.name_mapping = {"old_country"}; + auto table_city = name_col("city", string_type); + auto table_struct = struct_name_col("struct_column", {table_country, table_city}); + set_name_identifiers(&table_struct, -1); + + auto table_item = name_col("item", string_type); + table_item.name_mapping = {"product"}; + auto table_quantity = name_col("quantity", int_type); + auto table_element = struct_name_col("element", {table_item, table_quantity}); + auto table_array = array_col("array_column", -1, table_element); + set_name_identifiers(&table_array, -1); + + auto table_key = name_col("key", string_type); + auto table_full_name = name_col("full_name", string_type); + table_full_name.name_mapping = {"name"}; + auto table_age = name_col("age", int_type); + auto table_value = struct_name_col("value", {table_full_name, table_age}); + auto table_map = + map_col("new_map_column", -1, {table_key, table_value}, string_type, table_value.type); + table_map.name_mapping = {"map_column"}; + set_name_identifiers(&table_map, -1); + + auto file_old_country = name_col("old_country", string_type, 0); + auto file_city = name_col("city", string_type, 1); + auto file_struct = struct_name_col("struct_column", {file_old_country, file_city}, 3); + set_name_identifiers(&file_struct, 3); + + auto file_product = name_col("product", string_type, 0); + auto file_element = struct_name_col("list", {file_product}, 0); + auto file_array = array_col("array_column", -1, file_element, 4); + set_name_identifiers(&file_array, 4); + + auto file_key = name_col("key", string_type, 0); + auto file_name = name_col("name", string_type, 0); + auto file_age = name_col("age", int_type, 1); + auto file_value = struct_name_col("value", {file_name, file_age}, 1); + auto file_map = + map_col("map_column", -1, {file_key, file_value}, string_type, file_value.type, 5); + set_name_identifiers(&file_map, 5); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping({table_struct, table_array, table_map}, {}, + {file_struct, file_array, file_map}) + .ok()); + + ASSERT_EQ(mapper.mappings().size(), 3); + const auto& struct_mapping = mapper.mappings()[0]; + expect_mapping(struct_mapping, 0, "struct_column", 3, "struct_column", file_struct.type, + table_struct.type); + ASSERT_EQ(struct_mapping.child_mappings.size(), 2); + EXPECT_EQ(struct_mapping.child_mappings[0].file_column_name, "old_country"); + EXPECT_EQ(*struct_mapping.child_mappings[0].file_local_id, 0); + EXPECT_EQ(struct_mapping.child_mappings[1].file_column_name, "city"); + EXPECT_EQ(*struct_mapping.child_mappings[1].file_local_id, 1); + + const auto& array_mapping = mapper.mappings()[1]; + expect_mapping(array_mapping, 1, "array_column", 4, "array_column", file_array.type, + table_array.type); + ASSERT_EQ(array_mapping.child_mappings.size(), 1); + const auto& element_mapping = array_mapping.child_mappings[0]; + EXPECT_EQ(element_mapping.file_column_name, "list"); + EXPECT_EQ(*element_mapping.file_local_id, 0); + ASSERT_EQ(element_mapping.child_mappings.size(), 2); + EXPECT_EQ(element_mapping.child_mappings[0].file_column_name, "product"); + EXPECT_EQ(*element_mapping.child_mappings[0].file_local_id, 0); + expect_missing(element_mapping.child_mappings[1]); + + const auto& map_mapping = mapper.mappings()[2]; + expect_mapping(map_mapping, 2, "new_map_column", 5, "map_column", file_map.type, + table_map.type); + ASSERT_EQ(map_mapping.child_mappings.size(), 2); + EXPECT_EQ(map_mapping.child_mappings[0].file_column_name, "key"); + EXPECT_EQ(*map_mapping.child_mappings[0].file_local_id, 0); + const auto& value_mapping = map_mapping.child_mappings[1]; + EXPECT_EQ(value_mapping.file_column_name, "value"); + EXPECT_EQ(*value_mapping.file_local_id, 1); + ASSERT_EQ(value_mapping.child_mappings.size(), 2); + EXPECT_EQ(value_mapping.child_mappings[0].file_column_name, "name"); + EXPECT_EQ(*value_mapping.child_mappings[0].file_local_id, 0); + EXPECT_EQ(value_mapping.child_mappings[1].file_column_name, "age"); + EXPECT_EQ(*value_mapping.child_mappings[1].file_local_id, 1); +} + +// Scenario: SELECT * can carry only the full complex DataType without expanded nested +// ColumnDefinitions. When an old file has map value STRUCT and the table type is +// STRUCT, the mapper must still build child mappings instead of letting +// TableReader cast between incompatible struct shapes. +TEST(ColumnMapperCreateMappingTest, SynthesizesMissingMapValueStructChildrenFromType) { + const auto int_type = i32(); + const auto string_type = str(); + const auto table_value_type = std::make_shared( + DataTypes {int_type, string_type, string_type}, Strings {"age", "full_name", "gender"}); + const auto file_value_type = std::make_shared(DataTypes {int_type, string_type}, + Strings {"age", "name"}); + + auto table_map = name_col("new_map_column", + std::make_shared(string_type, table_value_type)); + table_map.name_mapping = {"map_column"}; + set_name_identifiers(&table_map, -1); + + auto file_age = name_col("age", int_type, 0); + auto file_name = name_col("name", string_type, 1); + auto file_value = struct_name_col("value", {file_age, file_name}, 1); + auto file_key = name_col("key", string_type, 0); + auto file_map = + map_col("map_column", -1, {file_key, file_value}, string_type, file_value_type, 5); + set_name_identifiers(&file_map, 5); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping({table_map}, {}, {file_map}).ok()); + + ASSERT_EQ(mapper.mappings().size(), 1); + const auto& map_mapping = mapper.mappings()[0]; + ASSERT_EQ(map_mapping.child_mappings.size(), 2); + EXPECT_EQ(map_mapping.child_mappings[0].table_column_name, "key"); + EXPECT_EQ(map_mapping.child_mappings[0].file_column_name, "key"); + EXPECT_EQ(*map_mapping.child_mappings[0].file_local_id, 0); + + const auto& value_mapping = map_mapping.child_mappings[1]; + EXPECT_EQ(value_mapping.table_column_name, "value"); + EXPECT_EQ(value_mapping.file_column_name, "value"); + EXPECT_EQ(*value_mapping.file_local_id, 1); + ASSERT_EQ(value_mapping.child_mappings.size(), 3); + EXPECT_EQ(value_mapping.child_mappings[0].table_column_name, "age"); + EXPECT_EQ(value_mapping.child_mappings[0].file_column_name, "age"); + EXPECT_EQ(*value_mapping.child_mappings[0].file_local_id, 0); + EXPECT_EQ(value_mapping.child_mappings[1].table_column_name, "full_name"); + EXPECT_EQ(value_mapping.child_mappings[1].file_column_name, "name"); + EXPECT_EQ(*value_mapping.child_mappings[1].file_local_id, 1); + EXPECT_EQ(value_mapping.child_mappings[2].table_column_name, "gender"); + expect_missing(value_mapping.child_mappings[2]); + EXPECT_FALSE(value_mapping.is_trivial); +} + +// Scenario: MAP_KEYS(new_map_column) may build a key-only nested projection, while SELECT * still +// needs the whole map root. The mapper must add a synthetic value child and recursively map the old +// value struct instead of treating Struct(name, age) as a leaf to CAST into the table value struct. +TEST(ColumnMapperCreateMappingTest, KeyOnlyMapProjectionStillMapsEvolvedValueStruct) { + const auto int_type = i32(); + const auto string_type = str(); + const auto table_value_type = std::make_shared( + DataTypes {int_type, string_type, string_type}, Strings {"age", "full_name", "gender"}); + const auto file_value_type = std::make_shared(DataTypes {string_type, int_type}, + Strings {"name", "age"}); + + auto table_key = name_col("key", string_type); + auto table_map = map_col("new_map_column", -1, {table_key}, string_type, table_value_type); + table_map.name_mapping = {"map_column"}; + set_name_identifiers(&table_map, -1); + + auto file_key = name_col("key", string_type, 0); + auto file_name = name_col("name", string_type, 0); + auto file_age = name_col("age", int_type, 1); + auto file_value = struct_name_col("value", {file_name, file_age}, 1); + auto file_map = + map_col("map_column", -1, {file_key, file_value}, string_type, file_value_type, 5); + set_name_identifiers(&file_map, 5); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping({table_map}, {}, {file_map}).ok()); + + ASSERT_EQ(mapper.mappings().size(), 1); + const auto& map_mapping = mapper.mappings()[0]; + ASSERT_EQ(map_mapping.child_mappings.size(), 2); + EXPECT_EQ(map_mapping.child_mappings[0].table_column_name, "key"); + EXPECT_EQ(map_mapping.child_mappings[0].file_column_name, "key"); + EXPECT_EQ(*map_mapping.child_mappings[0].file_local_id, 0); + + const auto& value_mapping = map_mapping.child_mappings[1]; + EXPECT_EQ(value_mapping.table_column_name, "value"); + EXPECT_EQ(value_mapping.file_column_name, "value"); + EXPECT_EQ(*value_mapping.file_local_id, 1); + ASSERT_EQ(value_mapping.child_mappings.size(), 3); + EXPECT_EQ(value_mapping.child_mappings[0].table_column_name, "age"); + EXPECT_EQ(value_mapping.child_mappings[0].file_column_name, "age"); + EXPECT_EQ(*value_mapping.child_mappings[0].file_local_id, 1); + EXPECT_EQ(value_mapping.child_mappings[1].table_column_name, "full_name"); + EXPECT_EQ(value_mapping.child_mappings[1].file_column_name, "name"); + EXPECT_EQ(*value_mapping.child_mappings[1].file_local_id, 0); + EXPECT_EQ(value_mapping.child_mappings[2].table_column_name, "gender"); + expect_missing(value_mapping.child_mappings[2]); + EXPECT_FALSE(value_mapping.is_trivial); +} + +// Scenario: Iceberg uses field-id mapping, but a key-only map projection may force the mapper to +// synthesize the missing value struct from DataType names, which do not carry field ids. The mapper +// must name-match synthesized children before ordinal fallback, otherwise `age` would read old +// file child `name` and the later materialization would build the value struct incorrectly. +TEST(ColumnMapperCreateMappingTest, + KeyOnlyMapProjectionSynthesizedValueStructNameMatchesBeforeOrdinalFallback) { + const auto int_type = i32(); + const auto string_type = str(); + const auto table_value_type = std::make_shared( + DataTypes {int_type, string_type, string_type}, Strings {"age", "full_name", "gender"}); + const auto file_value_type = std::make_shared(DataTypes {string_type, int_type}, + Strings {"name", "age"}); + + auto table_key = field_id_col("key", 10, string_type, 0); + auto table_map = map_col("new_map_column", 2, {table_key}, string_type, table_value_type); + + auto file_key = field_id_col("key", 10, string_type, 0); + auto file_name = field_id_col("name", 7, string_type, 0); + auto file_age = field_id_col("age", 8, int_type, 1); + auto file_value = struct_col("value", 11, {file_name, file_age}, 1); + auto file_map = + map_col("new_map_column", 2, {file_key, file_value}, string_type, file_value_type, 5); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_FIELD_ID}); + ASSERT_TRUE(mapper.create_mapping({table_map}, {}, {file_map}).ok()); + + ASSERT_EQ(mapper.mappings().size(), 1); + const auto& map_mapping = mapper.mappings()[0]; + ASSERT_EQ(map_mapping.child_mappings.size(), 2); + EXPECT_EQ(map_mapping.child_mappings[0].table_column_name, "key"); + EXPECT_EQ(map_mapping.child_mappings[0].file_column_name, "key"); + EXPECT_EQ(*map_mapping.child_mappings[0].file_local_id, 0); + + const auto& value_mapping = map_mapping.child_mappings[1]; + EXPECT_EQ(value_mapping.table_column_name, "value"); + EXPECT_EQ(value_mapping.file_column_name, "value"); + EXPECT_EQ(*value_mapping.file_local_id, 1); + ASSERT_EQ(value_mapping.child_mappings.size(), 3); + EXPECT_EQ(value_mapping.child_mappings[0].table_column_name, "age"); + EXPECT_EQ(value_mapping.child_mappings[0].file_column_name, "age"); + EXPECT_EQ(*value_mapping.child_mappings[0].file_local_id, 1); + EXPECT_EQ(value_mapping.child_mappings[1].table_column_name, "full_name"); + EXPECT_EQ(value_mapping.child_mappings[1].file_column_name, "name"); + EXPECT_EQ(*value_mapping.child_mappings[1].file_local_id, 0); + EXPECT_EQ(value_mapping.child_mappings[2].table_column_name, "gender"); + expect_missing(value_mapping.child_mappings[2]); + EXPECT_FALSE(value_mapping.is_trivial); +} + +TEST(ColumnMapperCreateMappingTest, ByFieldIdDoesNotFallbackToNameAndUsesFirstDuplicate) { + const auto int_type = i32(); + const std::vector table_schema = { + field_id_col("renamed", 10, int_type), + name_col("same_name", int_type), + field_id_col("negative", -7, int_type), + }; + const std::vector file_schema = { + field_id_col("first", 10, int_type, 0), + field_id_col("second", 10, int_type, 1), + field_id_col("same_name", 99, int_type, 2), + field_id_col("negative_file", -7, int_type, 3), + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_FIELD_ID}); + ASSERT_TRUE(mapper.create_mapping(table_schema, {}, file_schema).ok()); + + ASSERT_EQ(mapper.mappings().size(), 3); + expect_mapping(mapper.mappings()[0], 0, "renamed", 0, "first", int_type, int_type); + expect_missing(mapper.mappings()[1]); + expect_mapping(mapper.mappings()[2], 2, "negative", 3, "negative_file", int_type, int_type); +} + +// Scenario: Iceberg TopN lazy materialization uses BY_FIELD_ID for schema evolution and also asks +// the file reader to synthesize GLOBAL_ROWID. GLOBAL_ROWID is matched by ColumnType before the +// field-id matcher, so keeping BY_FIELD_ID does not make the mapper look for a numeric field id for +// that virtual column. +TEST(ColumnMapperCreateMappingTest, ByFieldIdMapsGlobalRowIdByVirtualColumnType) { + const auto int_type = i32(); + auto table_rowid = global_rowid_column_definition(); + table_rowid.name = BeConsts::GLOBAL_ROWID_COL + "equality_delete_par_1"; + table_rowid.identifier = Field::create_field(table_rowid.name); + + const std::vector table_schema = { + field_id_col("new_new_id", 1, int_type), + table_rowid, + }; + const std::vector file_schema = { + field_id_col("id", 1, int_type, 0), + global_rowid_column_definition(), + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_FIELD_ID}); + ASSERT_TRUE(mapper.create_mapping(table_schema, {}, file_schema).ok()); + + ASSERT_EQ(mapper.mappings().size(), 2); + expect_mapping(mapper.mappings()[0], 0, "new_new_id", 0, "id", int_type, int_type); + expect_mapping(mapper.mappings()[1], 1, table_rowid.name, GLOBAL_ROWID_COLUMN_ID, + BeConsts::GLOBAL_ROWID_COL, str(), str()); +} + +TEST(ColumnMapperCreateMappingTest, ByFieldIdTreatsSameNameDifferentFieldIdAsMissing) { + const auto int_type = i32(); + const std::vector table_schema = { + field_id_col("same_name", 10, int_type), + }; + const std::vector file_schema = { + field_id_col("same_name", 20, int_type, 0), + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_FIELD_ID}); + const auto status = mapper.create_mapping(table_schema, {}, file_schema); + ASSERT_TRUE(status.ok()) << status.to_string(); + + ASSERT_EQ(mapper.mappings().size(), 1); + expect_missing(mapper.mappings()[0]); +} + +TEST(ColumnMapperCreateMappingTest, NestedFieldIdTreatsSameNameDifferentFieldIdAsMissing) { + const auto int_type = i32(); + auto table_child = field_id_col("child", 10, int_type); + auto table_root = struct_col("root", 1, {table_child}); + + auto file_child = field_id_col("child", 20, int_type, 0); + auto file_root = struct_col("root", 1, {file_child}, 0); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_FIELD_ID}); + const auto status = mapper.create_mapping({table_root}, {}, {file_root}); + ASSERT_TRUE(status.ok()) << status.to_string(); + + ASSERT_EQ(mapper.mappings().size(), 1); + expect_mapping(mapper.mappings()[0], 0, "root", 0, "root", file_root.type, table_root.type); + ASSERT_EQ(mapper.mappings()[0].child_mappings.size(), 1); + expect_missing(mapper.mappings()[0].child_mappings[0]); +} + +TEST(ColumnMapperCreateMappingTest, ByIndexMapsTopLevelColumnsByPositionIgnoringFileNames) { + const auto int_type = i32(); + const auto string_type = str(); + const std::vector table_schema = { + position_col("user_id", 0, int_type), + position_col("user_name", 1, string_type), + position_col("age", 2, int_type), + }; + const std::vector file_schema = { + field_id_col("_col0", 100, int_type, 0), + field_id_col("_col1", 101, string_type, 1), + field_id_col("_col2", 102, int_type, 2), + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_INDEX}); + ASSERT_TRUE(mapper.create_mapping(table_schema, {}, file_schema).ok()); + + ASSERT_EQ(mapper.mappings().size(), 3); + expect_mapping(mapper.mappings()[0], 0, "user_id", 0, "_col0", int_type, int_type); + expect_mapping(mapper.mappings()[1], 1, "user_name", 1, "_col1", string_type, string_type); + expect_mapping(mapper.mappings()[2], 2, "age", 2, "_col2", int_type, int_type); +} + +TEST(ColumnMapperCreateMappingTest, ByIndexSupportsSparseProjection) { + const auto int_type = i32(); + const std::vector table_schema = { + position_col("age", 2, int_type), + position_col("score", 4, int_type), + }; + const std::vector file_schema = { + field_id_col("_col0", 100, int_type, 0), field_id_col("_col1", 101, int_type, 1), + field_id_col("_col2", 102, int_type, 2), field_id_col("_col3", 103, int_type, 3), + field_id_col("_col4", 104, int_type, 4), + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_INDEX}); + ASSERT_TRUE(mapper.create_mapping(table_schema, {}, file_schema).ok()); + + ASSERT_EQ(mapper.mappings().size(), 2); + expect_mapping(mapper.mappings()[0], 0, "age", 2, "_col2", int_type, int_type); + expect_mapping(mapper.mappings()[1], 1, "score", 4, "_col4", int_type, int_type); +} + +TEST(ColumnMapperCreateMappingTest, + ByIndexMatchesNestedStructChildrenByNameEvenWhenChildrenHaveFieldIds) { + const auto int_type = i32(); + const auto string_type = str(); + // Hive positional mapping only applies to top-level columns. FE/history schema metadata can + // still put field-id style integer identifiers on nested struct children. Those nested + // identifiers must not be interpreted as file positions. + auto table_root = struct_col("profile", 1, + { + field_id_col("id", 100, int_type), + field_id_col("name", 101, string_type), + }); + // Reverse the file child order so a wrong positional match either misses the child or reads + // the wrong physical child. The expected mapping below proves the children are matched by name. + auto file_root = struct_name_col("_col1", + { + name_col("name", string_type, 0), + name_col("id", int_type, 1), + }, + 1); + const std::vector table_schema = {table_root}; + const std::vector file_schema = { + field_id_col("_col0", 1000, string_type, 0), + file_root, + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_INDEX}); + const auto status = mapper.create_mapping(table_schema, {}, file_schema); + ASSERT_TRUE(status.ok()) << status.to_string(); + + ASSERT_EQ(mapper.mappings().size(), 1); + expect_mapping(mapper.mappings()[0], 0, "profile", 1, "_col1", file_root.type, table_root.type); + ASSERT_EQ(mapper.mappings()[0].child_mappings.size(), 2); + expect_mapping(mapper.mappings()[0].child_mappings[0], 0, "id", 1, "id", int_type, int_type); + expect_mapping(mapper.mappings()[0].child_mappings[1], 0, "name", 0, "name", string_type, + string_type); +} + +TEST(ColumnMapperCreateMappingTest, ByIndexNestedStructDoesNotUseChildOrdinalIdentifier) { + const auto int_type = i32(); + const auto string_type = str(); + // This is the dangerous variant of the previous case: the nested integer identifiers happen + // to be valid child ordinals. BY_INDEX must still ignore them below the top-level root. + auto table_root = struct_col("profile", 1, + { + field_id_col("id", 0, int_type), + field_id_col("name", 1, string_type), + }); + // If the implementation uses child ordinal matching, id/name will be swapped here. + auto file_root = struct_name_col("_col1", + { + name_col("name", string_type, 0), + name_col("id", int_type, 1), + }, + 1); + const std::vector table_schema = {table_root}; + const std::vector file_schema = { + field_id_col("_col0", 1000, string_type, 0), + file_root, + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_INDEX}); + const auto status = mapper.create_mapping(table_schema, {}, file_schema); + ASSERT_TRUE(status.ok()) << status.to_string(); + + ASSERT_EQ(mapper.mappings().size(), 1); + expect_mapping(mapper.mappings()[0], 0, "profile", 1, "_col1", file_root.type, table_root.type); + ASSERT_EQ(mapper.mappings()[0].child_mappings.size(), 2); + expect_mapping(mapper.mappings()[0].child_mappings[0], 0, "id", 1, "id", int_type, int_type); + expect_mapping(mapper.mappings()[0].child_mappings[1], 0, "name", 0, "name", string_type, + string_type); +} + +TEST(ColumnMapperCreateMappingTest, ByIndexArrayElementStructChildrenMatchByName) { + const auto int_type = i32(); + const auto string_type = str(); + // The top-level ARRAY column is selected by file position. After that, ARRAY has a single + // structural child, and the element STRUCT should use Hive's nested-by-name behavior. + auto table_element = struct_col("element", 10, + { + field_id_col("id", 100, int_type), + field_id_col("name", 101, string_type), + }); + auto table_root = array_col("profiles", 1, table_element); + // Reverse the element struct children to distinguish name matching from position matching. + auto file_element = struct_name_col("element", + { + name_col("name", string_type, 0), + name_col("id", int_type, 1), + }, + 0); + auto file_root = array_col("_col1", 1001, file_element, 1); + const std::vector table_schema = {table_root}; + const std::vector file_schema = { + field_id_col("_col0", 1000, string_type, 0), + file_root, + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_INDEX}); + const auto status = mapper.create_mapping(table_schema, {}, file_schema); + ASSERT_TRUE(status.ok()) << status.to_string(); + + ASSERT_EQ(mapper.mappings().size(), 1); + expect_mapping(mapper.mappings()[0], 0, "profiles", 1, "_col1", file_root.type, + table_root.type); + ASSERT_EQ(mapper.mappings()[0].child_mappings.size(), 1); + const auto& element_mapping = mapper.mappings()[0].child_mappings[0]; + expect_mapping(element_mapping, 0, "element", 0, "element", file_element.type, + table_element.type); + ASSERT_EQ(element_mapping.child_mappings.size(), 2); + expect_mapping(element_mapping.child_mappings[0], 0, "id", 1, "id", int_type, int_type); + expect_mapping(element_mapping.child_mappings[1], 0, "name", 0, "name", string_type, + string_type); +} + +TEST(ColumnMapperCreateMappingTest, ByIndexMapValueStructChildrenMatchByName) { + const auto int_type = i32(); + const auto string_type = str(); + const auto key_type = str(); + // MAP key/value are structural children, so BY_INDEX should not reinterpret their nested + // integer identifiers as arbitrary positions. The value STRUCT then follows name matching. + auto table_key = field_id_col("key", 10, key_type); + auto table_value = struct_col("value", 11, + { + field_id_col("id", 100, int_type), + field_id_col("name", 101, string_type), + }); + auto table_root = map_col("profiles", 1, {table_key, table_value}, key_type, table_value.type); + auto file_key = name_col("key", key_type, 0); + // Reverse value struct children. A positional nested match would produce name/id swapped. + auto file_value = struct_name_col("value", + { + name_col("name", string_type, 0), + name_col("id", int_type, 1), + }, + 1); + auto file_root = map_col("_col1", 1001, {file_key, file_value}, key_type, file_value.type, 1); + const std::vector table_schema = {table_root}; + const std::vector file_schema = { + field_id_col("_col0", 1000, string_type, 0), + file_root, + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_INDEX}); + const auto status = mapper.create_mapping(table_schema, {}, file_schema); + ASSERT_TRUE(status.ok()) << status.to_string(); + + ASSERT_EQ(mapper.mappings().size(), 1); + expect_mapping(mapper.mappings()[0], 0, "profiles", 1, "_col1", file_root.type, + table_root.type); + ASSERT_EQ(mapper.mappings()[0].child_mappings.size(), 2); + expect_mapping(mapper.mappings()[0].child_mappings[0], 0, "key", 0, "key", key_type, key_type); + const auto& value_mapping = mapper.mappings()[0].child_mappings[1]; + expect_mapping(value_mapping, 0, "value", 1, "value", file_value.type, table_value.type); + ASSERT_EQ(value_mapping.child_mappings.size(), 2); + expect_mapping(value_mapping.child_mappings[0], 0, "id", 1, "id", int_type, int_type); + expect_mapping(value_mapping.child_mappings[1], 0, "name", 0, "name", string_type, string_type); +} + +TEST(ColumnMapperCreateMappingTest, + ByIndexPartitionColumnsTakeConstantAndDoNotConsumeFilePosition) { + const auto int_type = i32(); + const auto string_type = str(); + auto partition = name_col("dt", string_type); + partition.is_partition_key = true; + const std::vector table_schema = { + partition, + position_col("user_id", 0, int_type), + position_col("score", 1, int_type), + }; + const std::vector file_schema = { + field_id_col("_col0", 100, int_type, 0), + field_id_col("_col1", 101, int_type, 1), + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_INDEX}); + ASSERT_TRUE(mapper.create_mapping(table_schema, + {{"dt", Field::create_field("2026-06-11")}}, + file_schema) + .ok()); + + ASSERT_EQ(mapper.mappings().size(), 3); + expect_constant(mapper, mapper.mappings()[0], 0, string_type); + expect_mapping(mapper.mappings()[1], 1, "user_id", 0, "_col0", int_type, int_type); + expect_mapping(mapper.mappings()[2], 2, "score", 1, "_col1", int_type, int_type); +} + +TEST(ColumnMapperCreateMappingTest, ByIndexOutOfRangeFallsBackToDefaultOrMissing) { + const auto int_type = i32(); + auto with_default = position_col("extra_default", 5, int_type); + const auto literal_expr = + VExprContext::create_shared(literal(int_type, Field::create_field(42))); + with_default.default_expr = literal_expr; + const std::vector table_schema = { + position_col("a", 0, int_type), + with_default, + position_col("extra_missing", 99, int_type), + }; + const std::vector file_schema = { + field_id_col("_col0", 100, int_type, 0), + field_id_col("_col1", 101, int_type, 1), + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_INDEX}); + ASSERT_TRUE(mapper.create_mapping(table_schema, {}, file_schema).ok()); + + ASSERT_EQ(mapper.mappings().size(), 3); + expect_mapping(mapper.mappings()[0], 0, "a", 0, "_col0", int_type, int_type); + expect_constant(mapper, mapper.mappings()[1], 1, int_type); + EXPECT_EQ(mapper.mappings()[1].default_expr, literal_expr); + expect_missing(mapper.mappings()[2]); +} + +TEST(ColumnMapperCreateMappingTest, ByIndexMissingIdentifierFallsBackToDefaultOrMissing) { + const auto int_type = i32(); + auto with_default = name_col("extra_default", int_type); + const auto literal_expr = + VExprContext::create_shared(literal(int_type, Field::create_field(42))); + with_default.default_expr = literal_expr; + const std::vector table_schema = { + position_col("a", 0, int_type), + with_default, + name_col("extra_missing", int_type), + }; + const std::vector file_schema = { + field_id_col("_col0", 100, int_type, 0), + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_INDEX}); + ASSERT_TRUE(mapper.create_mapping(table_schema, {}, file_schema).ok()); + + ASSERT_EQ(mapper.mappings().size(), 3); + expect_mapping(mapper.mappings()[0], 0, "a", 0, "_col0", int_type, int_type); + expect_constant(mapper, mapper.mappings()[1], 1, int_type); + EXPECT_EQ(mapper.mappings()[1].default_expr, literal_expr); + expect_missing(mapper.mappings()[2]); +} + +TEST(ColumnMapperCreateMappingTest, ByIndexOutOfRangeFallsBackToMissing) { + const auto int_type = i32(); + const std::vector table_schema = { + position_col("a", 0, int_type), + position_col("b", 5, int_type), + }; + const std::vector file_schema = { + field_id_col("_col0", 100, int_type, 0), + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_INDEX}); + const auto status = mapper.create_mapping(table_schema, {}, file_schema); + ASSERT_TRUE(status.ok()) << status.to_string(); + + ASSERT_EQ(mapper.mappings().size(), 2); + expect_mapping(mapper.mappings()[0], 0, "a", 0, "_col0", int_type, int_type); + expect_missing(mapper.mappings()[1]); +} + +TEST(ColumnMapperCreateMappingTest, ByIndexIgnoresExtraFileColumns) { + const auto int_type = i32(); + const std::vector table_schema = { + position_col("a", 0, int_type), + }; + const std::vector file_schema = { + field_id_col("_col0", 100, int_type, 0), + field_id_col("_col1", 101, int_type, 1), + field_id_col("_col2", 102, int_type, 2), + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_INDEX}); + ASSERT_TRUE(mapper.create_mapping(table_schema, {}, file_schema).ok()); + + ASSERT_EQ(mapper.mappings().size(), 1); + expect_mapping(mapper.mappings()[0], 0, "a", 0, "_col0", int_type, int_type); +} + +TEST(ColumnMapperCreateMappingTest, ByIndexIgnoresFileColumnNames) { + const auto int_type = i32(); + const std::vector table_schema = { + position_col("a", 1, int_type), + }; + const std::vector file_schema = { + field_id_col("a", 100, int_type, 10), + field_id_col("b", 101, int_type, 20), + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_INDEX}); + ASSERT_TRUE(mapper.create_mapping(table_schema, {}, file_schema).ok()); + + ASSERT_EQ(mapper.mappings().size(), 1); + expect_mapping(mapper.mappings()[0], 0, "a", 20, "b", int_type, int_type); +} + +TEST(ColumnMapperCreateMappingTest, MissingColumnFallsBackToMissingMapping) { + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + const auto status = mapper.create_mapping({name_col("missing", i32())}, {}, + {name_col("present", i32(), 0)}); + ASSERT_TRUE(status.ok()) << status.to_string(); + + ASSERT_EQ(mapper.mappings().size(), 1); + expect_missing(mapper.mappings()[0]); +} + +// ---------------------------------------------------------------------- +// L1 constants and virtual columns. +// These tests verify non-file-backed mappings before TableReader materializes +// their final values. +// ---------------------------------------------------------------------- + +TEST(ColumnMapperConstantTest, PartitionDefaultAndVirtualColumnsUseDedicatedBranches) { + auto partition_column = name_col("dt", str()); + partition_column.is_partition_key = true; + + auto default_column = name_col("new_value", i32()); + default_column.default_expr = + VExprContext::create_shared(literal(i32(), Field::create_field(42))); + + auto row_id_column = name_col("_row_id", make_nullable(i64())); + auto sequence_column = name_col("_last_updated_sequence_number", make_nullable(i64())); + auto iceberg_rowid_column = name_col(BeConsts::ICEBERG_ROWID_COL, str()); + + const std::vector table_schema = { + partition_column, default_column, row_id_column, sequence_column, iceberg_rowid_column}; + const std::map partition_values = { + {"dt", Field::create_field("2026-06-11")}, + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping(table_schema, partition_values, {}).ok()); + + ASSERT_EQ(mapper.mappings().size(), 5); + expect_constant(mapper, mapper.mappings()[0], 0, str()); + expect_constant(mapper, mapper.mappings()[1], 1, i32()); + EXPECT_EQ(mapper.mappings()[2].virtual_column_type, TableVirtualColumnType::ROW_ID); + EXPECT_EQ(mapper.mappings()[3].virtual_column_type, + TableVirtualColumnType::LAST_UPDATED_SEQUENCE_NUMBER); + EXPECT_EQ(mapper.mappings()[4].virtual_column_type, TableVirtualColumnType::ICEBERG_ROWID); +} + +TEST(ColumnMapperConstantTest, PhysicalRowLineageFiltersStayFinalizeOnly) { + auto row_id_column = name_col("_row_id", make_nullable(i64())); + auto sequence_column = name_col("_last_updated_sequence_number", make_nullable(i64())); + const std::vector table_schema = {row_id_column, sequence_column}; + const std::vector file_schema = { + name_col("_row_id", make_nullable(i64()), 2147483540), + name_col("_last_updated_sequence_number", make_nullable(i64()), 2147483539), + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping(table_schema, {}, file_schema).ok()); + + ASSERT_EQ(mapper.mappings().size(), 2); + EXPECT_EQ(mapper.mappings()[0].virtual_column_type, TableVirtualColumnType::ROW_ID); + EXPECT_EQ(mapper.mappings()[0].filter_conversion, FilterConversionType::FINALIZE_ONLY); + EXPECT_EQ(mapper.mappings()[1].virtual_column_type, + TableVirtualColumnType::LAST_UPDATED_SEQUENCE_NUMBER); + EXPECT_EQ(mapper.mappings()[1].filter_conversion, FilterConversionType::FINALIZE_ONLY); + + auto row_id_filter = + binary_predicate(TExprOpcode::EQ, table_slot(0, 0, make_nullable(i64()), "_row_id"), + literal(i64(), Field::create_field(1001))); + auto sequence_filter = binary_predicate( + TExprOpcode::EQ, + table_slot(1, 1, make_nullable(i64()), "_last_updated_sequence_number"), + literal(i64(), Field::create_field(77))); + TableFilter row_id_table_filter {.conjunct = VExprContext::create_shared(row_id_filter), + .global_indices = {GlobalIndex(0)}}; + TableFilter sequence_table_filter {.conjunct = VExprContext::create_shared(sequence_filter), + .global_indices = {GlobalIndex(1)}}; + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({row_id_table_filter, sequence_table_filter}, {}, + table_schema, &request) + .ok()); + + EXPECT_TRUE(request.conjuncts.empty()); + EXPECT_TRUE(request.predicate_columns.empty()); + EXPECT_EQ(projection_ids(request.non_predicate_columns), + std::vector({2147483540, 2147483539})); +} + +TEST(ColumnMapperConstantTest, MissingRowLineageDefaultExprStillUsesVirtualMapping) { + auto id_column = field_id_col("id", 1, make_nullable(i32())); + auto row_id_column = field_id_col("renamed_row_id", 2147483540, make_nullable(i64())); + row_id_column.default_expr = VExprContext::create_shared( + literal(make_nullable(i64()), Field::create_field(0))); + auto sequence_column = + field_id_col("renamed_last_updated_sequence_number", 2147483539, make_nullable(i64())); + sequence_column.default_expr = VExprContext::create_shared( + literal(make_nullable(i64()), Field::create_field(0))); + + const std::vector table_schema = {id_column, row_id_column, sequence_column}; + const std::vector file_schema = { + field_id_col("id", 1, make_nullable(i32()), 0), + field_id_col("name", 2, make_nullable(str()), 1), + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_FIELD_ID}); + ASSERT_TRUE(mapper.create_mapping(table_schema, {}, file_schema).ok()); + + ASSERT_EQ(mapper.mappings().size(), 3); + expect_mapping(mapper.mappings()[0], 0, "id", 0, "id", make_nullable(i32()), + make_nullable(i32())); + EXPECT_EQ(mapper.mappings()[1].virtual_column_type, TableVirtualColumnType::ROW_ID); + EXPECT_FALSE(mapper.mappings()[1].constant_index.has_value()); + EXPECT_EQ(mapper.mappings()[2].virtual_column_type, + TableVirtualColumnType::LAST_UPDATED_SEQUENCE_NUMBER); + EXPECT_FALSE(mapper.mappings()[2].constant_index.has_value()); + EXPECT_TRUE(mapper.constant_map().empty()); +} + +TEST(ColumnMapperConstantTest, ByFieldIdDoesNotTreatSameNameDifferentIdAsRowLineage) { + const std::vector table_schema = { + field_id_col("_row_id", 100, make_nullable(i64())), + field_id_col("_last_updated_sequence_number", 101, make_nullable(i64())), + }; + const std::vector file_schema = { + field_id_col("_row_id", 100, make_nullable(i64()), 0), + field_id_col("_last_updated_sequence_number", 101, make_nullable(i64()), 1), + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_FIELD_ID}); + ASSERT_TRUE(mapper.create_mapping(table_schema, {}, file_schema).ok()); + + ASSERT_EQ(mapper.mappings().size(), 2); + expect_mapping(mapper.mappings()[0], 0, "_row_id", 0, "_row_id", make_nullable(i64()), + make_nullable(i64())); + EXPECT_EQ(mapper.mappings()[0].virtual_column_type, TableVirtualColumnType::INVALID); + EXPECT_EQ(mapper.mappings()[0].filter_conversion, FilterConversionType::COPY_DIRECTLY); + expect_mapping(mapper.mappings()[1], 1, "_last_updated_sequence_number", 1, + "_last_updated_sequence_number", make_nullable(i64()), make_nullable(i64())); + EXPECT_EQ(mapper.mappings()[1].virtual_column_type, TableVirtualColumnType::INVALID); + EXPECT_EQ(mapper.mappings()[1].filter_conversion, FilterConversionType::COPY_DIRECTLY); +} + +TEST(ColumnMapperConstantTest, PartitionAliasResolvesRenamedValue) { + auto partition_column = name_col("current_dt", str()); + partition_column.name_mapping = {"legacy_dt"}; + partition_column.is_partition_key = true; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping( + {partition_column}, + {{"legacy_dt", Field::create_field("2026-06-11")}}, {}) + .ok()); + + ASSERT_EQ(mapper.mappings().size(), 1); + expect_constant(mapper, mapper.mappings()[0], 0, str()); +} + +TEST(ColumnMapperConstantTest, PartitionConstantFilterEntryDoesNotReadFileColumns) { + auto partition_column = name_col("part", i32()); + partition_column.is_partition_key = true; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping({partition_column}, + {{"part", Field::create_field(7)}}, {}) + .ok()); + + TableFilter filter { + .conjunct = VExprContext::create_shared(int_gt(table_slot(0, 0, i32(), "part"), 1)), + .global_indices = {GlobalIndex(0)}}; + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({filter}, {}, {partition_column}, &request).ok()); + + ASSERT_EQ(mapper.filter_entries().size(), 1); + ASSERT_TRUE(mapper.filter_entries().at(GlobalIndex(0)).is_constant()); + EXPECT_EQ(mapper.filter_entries().at(GlobalIndex(0)).constant_index(), + *mapper.mappings()[0].constant_index); + EXPECT_TRUE(request.local_positions.empty()); + EXPECT_TRUE(request.predicate_columns.empty()); + EXPECT_TRUE(request.non_predicate_columns.empty()); + EXPECT_TRUE(request.conjuncts.empty()); + EXPECT_TRUE(request.column_predicate_filters.empty()); +} + +TEST(ColumnMapperConstantTest, DefaultConstantFilterEntryUsesDefaultExpression) { + auto default_column = name_col("new_value", i32()); + default_column.default_expr = + VExprContext::create_shared(literal(i32(), Field::create_field(42))); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping({default_column}, {}, {}).ok()); + + TableFilter filter {.conjunct = VExprContext::create_shared( + int_gt(table_slot(0, 0, i32(), "new_value"), 1)), + .global_indices = {GlobalIndex(0)}}; + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({filter}, {}, {default_column}, &request).ok()); + + ASSERT_EQ(mapper.filter_entries().size(), 1); + ASSERT_TRUE(mapper.filter_entries().at(GlobalIndex(0)).is_constant()); + const auto constant_index = mapper.filter_entries().at(GlobalIndex(0)).constant_index(); + EXPECT_EQ(constant_index, *mapper.mappings()[0].constant_index); + EXPECT_EQ(mapper.constant_map().get(constant_index).expr, default_column.default_expr); + EXPECT_TRUE(request.local_positions.empty()); + EXPECT_TRUE(request.predicate_columns.empty()); + EXPECT_TRUE(request.non_predicate_columns.empty()); + EXPECT_TRUE(request.conjuncts.empty()); +} + +TEST(ColumnMapperConstantTest, MixedConstantAndFileFilterKeepsOnlyFileScanColumn) { + auto partition_column = name_col("part", i32()); + partition_column.is_partition_key = true; + const auto file_column = name_col("score", i32(), 3); + const std::vector table_schema = {partition_column, file_column}; + const std::vector file_schema = {file_column}; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping(table_schema, {{"part", Field::create_field(7)}}, + file_schema) + .ok()); + + TableFilter constant_filter { + .conjunct = VExprContext::create_shared(int_gt(table_slot(0, 0, i32(), "part"), 1)), + .global_indices = {GlobalIndex(0)}}; + TableFilter file_filter { + .conjunct = VExprContext::create_shared(int_gt(table_slot(1, 1, i32(), "score"), 10)), + .global_indices = {GlobalIndex(1)}}; + + FileScanRequest request; + ASSERT_TRUE( + mapper.create_scan_request({constant_filter, file_filter}, {}, table_schema, &request) + .ok()); + + ASSERT_EQ(mapper.filter_entries().size(), 2); + ASSERT_TRUE(mapper.filter_entries().at(GlobalIndex(0)).is_constant()); + ASSERT_TRUE(mapper.filter_entries().at(GlobalIndex(1)).is_local()); + EXPECT_EQ(mapper.filter_entries().at(GlobalIndex(1)).local_index(), LocalIndex(0)); + ASSERT_EQ(request.predicate_columns.size(), 1); + EXPECT_EQ(request.predicate_columns[0].column_id(), LocalColumnId(3)); + EXPECT_TRUE(request.non_predicate_columns.empty()); +} + +// ---------------------------------------------------------------------- +// L1 direct filter localization tests. +// These tests call localize_filters() directly to pin the core interface +// contract apart from create_scan_request() initialization. +// ---------------------------------------------------------------------- + +TEST(ColumnMapperLocalizeFiltersTest, VisibleLocalFilterAddsPredicateColumnAndConjunct) { + const auto int_type = i32(); + const std::vector table_schema = {name_col("id", int_type)}; + const std::vector file_schema = {name_col("id", int_type, 7)}; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping(table_schema, {}, file_schema).ok()); + + TableFilter filter {.conjunct = VExprContext::create_shared(table_slot(11, 0, int_type, "id")), + .global_indices = {GlobalIndex(0)}}; + + FileScanRequest request; + ASSERT_TRUE(mapper.localize_filters({filter}, {}, &request).ok()); + + EXPECT_TRUE(request.non_predicate_columns.empty()); + ASSERT_EQ(request.predicate_columns.size(), 1); + EXPECT_EQ(request.predicate_columns[0].column_id(), LocalColumnId(7)); + ASSERT_EQ(request.local_positions.size(), 1); + EXPECT_EQ(request.local_positions.at(LocalColumnId(7)), LocalIndex(0)); + ASSERT_EQ(mapper.filter_entries().size(), 1); + ASSERT_TRUE(mapper.filter_entries().at(GlobalIndex(0)).is_local()); + EXPECT_EQ(mapper.filter_entries().at(GlobalIndex(0)).local_index(), LocalIndex(0)); + + ASSERT_EQ(request.conjuncts.size(), 1); + const auto* localized_slot = assert_cast(request.conjuncts[0]->root().get()); + EXPECT_EQ(localized_slot->slot_id(), 11); + EXPECT_EQ(localized_slot->column_id(), 0); + EXPECT_EQ(localized_slot->column_name(), "id"); + EXPECT_TRUE(localized_slot->data_type()->equals(*int_type)); +} + +TEST(ColumnMapperLocalizeFiltersTest, ConstantFilterBuildsEntryWithoutFileScanColumn) { + auto partition_column = name_col("part", i32()); + partition_column.is_partition_key = true; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping({partition_column}, + {{"part", Field::create_field(7)}}, {}) + .ok()); + + TableFilter filter {.conjunct = VExprContext::create_shared(table_slot(3, 0, i32(), "part")), + .global_indices = {GlobalIndex(0)}}; + + FileScanRequest request; + ASSERT_TRUE(mapper.localize_filters({filter}, {}, &request).ok()); + + EXPECT_TRUE(request.predicate_columns.empty()); + EXPECT_TRUE(request.non_predicate_columns.empty()); + EXPECT_TRUE(request.local_positions.empty()); + EXPECT_TRUE(request.conjuncts.empty()); + ASSERT_EQ(mapper.filter_entries().size(), 1); + ASSERT_TRUE(mapper.filter_entries().at(GlobalIndex(0)).is_constant()); + EXPECT_EQ(mapper.filter_entries().at(GlobalIndex(0)).constant_index(), + mapper.mappings()[0].constant_index); +} + +TEST(ColumnMapperLocalizeFiltersTest, ColumnPredicatesUseOnlyExistingLocalPositions) { + const auto int_type = i32(); + const std::vector table_schema = {name_col("id", int_type)}; + const std::vector file_schema = {name_col("id", int_type, 3)}; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping(table_schema, {}, file_schema).ok()); + + TableColumnPredicates predicates; + predicates[GlobalIndex(0)] = {create_comparison_predicate( + 0, "id", int_type, Field::create_field(10), false)}; + + FileScanRequest request_without_local_position; + ASSERT_TRUE(mapper.localize_filters({}, predicates, &request_without_local_position).ok()); + EXPECT_TRUE(request_without_local_position.column_predicate_filters.empty()); + ASSERT_EQ(mapper.filter_entries().size(), 1); + EXPECT_FALSE(mapper.filter_entries().at(GlobalIndex(0)).is_local()); + + FileScanRequest request_with_local_position; + request_with_local_position.non_predicate_columns.push_back( + LocalColumnIndex::top_level(LocalColumnId(3))); + request_with_local_position.local_positions.emplace(LocalColumnId(3), LocalIndex(0)); + ASSERT_TRUE(mapper.localize_filters({}, predicates, &request_with_local_position).ok()); + + ASSERT_EQ(request_with_local_position.non_predicate_columns.size(), 1); + EXPECT_EQ(request_with_local_position.non_predicate_columns[0].column_id(), LocalColumnId(3)); + EXPECT_TRUE(request_with_local_position.predicate_columns.empty()); + ASSERT_EQ(request_with_local_position.column_predicate_filters.size(), 1); + EXPECT_EQ(request_with_local_position.column_predicate_filters[0].effective_file_column_id(), + LocalColumnId(3)); + ASSERT_EQ(request_with_local_position.column_predicate_filters[0].predicates.size(), 1); + EXPECT_EQ(request_with_local_position.column_predicate_filters[0].predicates[0]->type(), + PredicateType::GT); + ASSERT_TRUE(mapper.filter_entries().at(GlobalIndex(0)).is_local()); + EXPECT_EQ(mapper.filter_entries().at(GlobalIndex(0)).local_index(), LocalIndex(0)); +} + +TEST(ColumnMapperLocalizeFiltersTest, NestedFilterOnlyChildMergesIntoPredicateProjection) { + const auto int_type = i32(); + const auto string_type = str(); + + auto table_a = name_col("a", int_type); + auto table_b = name_col("b", string_type); + auto table_struct = struct_name_col("s", {table_b}); + auto full_table_struct = struct_name_col("s", {table_a, table_b}); + + auto file_a = name_col("a", int_type, 0); + auto file_b = name_col("b", string_type, 1); + auto file_struct = struct_name_col("s", {file_a, file_b}, 5); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping({table_struct}, {}, {file_struct}).ok()); + + auto filter_expr = int_gt( + struct_element(table_slot(0, 0, full_table_struct.type, "s"), int_type, "a"), 10); + TableFilter filter {.conjunct = VExprContext::create_shared(filter_expr), + .global_indices = {GlobalIndex(0)}}; + + FileScanRequest request; + ASSERT_TRUE(mapper.localize_filters({filter}, {}, &request).ok()); + + EXPECT_TRUE(request.non_predicate_columns.empty()); + ASSERT_EQ(request.predicate_columns.size(), 1); + EXPECT_EQ(request.predicate_columns[0].column_id(), LocalColumnId(5)); + ASSERT_FALSE(request.predicate_columns[0].project_all_children); + EXPECT_EQ(projection_ids(request.predicate_columns[0].children), std::vector({0, 1})); + ASSERT_EQ(request.local_positions.size(), 1); + EXPECT_EQ(request.local_positions.at(LocalColumnId(5)), LocalIndex(0)); + ASSERT_TRUE(mapper.filter_entries().at(GlobalIndex(0)).is_local()); + EXPECT_EQ(mapper.filter_entries().at(GlobalIndex(0)).local_index(), LocalIndex(0)); + ASSERT_EQ(request.column_predicate_filters.size(), 1); + EXPECT_EQ(request.column_predicate_filters[0].effective_file_column_id(), LocalColumnId(5)); + EXPECT_EQ(request.column_predicate_filters[0].effective_file_child_id_path(), + std::vector({0})); + EXPECT_EQ(target_names(request.column_predicate_filters[0].target.struct_target.get()), + std::vector({"a"})); +} + +TEST(ColumnMapperLocalizeFiltersTest, PreservesExistingScanStateWhenAddingPredicateColumn) { + const auto int_type = i32(); + const std::vector table_schema = { + name_col("id", int_type), + name_col("score", int_type), + }; + const std::vector file_schema = { + name_col("id", int_type, 3), + name_col("score", int_type, 4), + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping(table_schema, {}, file_schema).ok()); + + TableFilter filter {.conjunct = VExprContext::create_shared(table_slot(2, 0, int_type, "id")), + .global_indices = {GlobalIndex(0)}}; + + FileScanRequest request; + request.non_predicate_columns.push_back(LocalColumnIndex::top_level(LocalColumnId(4))); + request.local_positions.emplace(LocalColumnId(4), LocalIndex(0)); + ASSERT_TRUE(mapper.localize_filters({filter}, {}, &request).ok()); + + ASSERT_EQ(request.non_predicate_columns.size(), 1); + EXPECT_EQ(request.non_predicate_columns[0].column_id(), LocalColumnId(4)); + ASSERT_EQ(request.predicate_columns.size(), 1); + EXPECT_EQ(request.predicate_columns[0].column_id(), LocalColumnId(3)); + ASSERT_EQ(request.local_positions.size(), 2); + EXPECT_EQ(request.local_positions.at(LocalColumnId(4)), LocalIndex(0)); + EXPECT_EQ(request.local_positions.at(LocalColumnId(3)), LocalIndex(1)); + ASSERT_TRUE(mapper.filter_entries().at(GlobalIndex(0)).is_local()); + EXPECT_EQ(mapper.filter_entries().at(GlobalIndex(0)).local_index(), LocalIndex(1)); +} + +// ---------------------------------------------------------------------- +// L1 scan request and filter localization tests. +// These tests assert predicate/non-predicate split, local positions, hidden +// filter mappings, and nested predicate targets. +// ---------------------------------------------------------------------- + +TEST(ColumnMapperScanRequestTest, ColumnPredicatesDoNotForceRowPredicateMaterialization) { + const auto int_type = i32(); + const auto string_type = str(); + const std::vector table_schema = { + name_col("id", int_type), + name_col("name", string_type), + }; + const std::vector file_schema = { + name_col("id", int_type, 0), + name_col("name", string_type, 1), + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping(table_schema, {}, file_schema).ok()); + + TableColumnPredicates predicates; + predicates[GlobalIndex(0)] = {create_comparison_predicate( + 0, "id", int_type, Field::create_field(10), false)}; + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({}, predicates, table_schema, &request).ok()); + + EXPECT_TRUE(request.predicate_columns.empty()); + EXPECT_EQ(projection_ids(request.non_predicate_columns), std::vector({0, 1})); + ASSERT_EQ(request.local_positions.size(), 2); + EXPECT_EQ(request.local_positions.at(LocalColumnId(0)), LocalIndex(0)); + EXPECT_EQ(request.local_positions.at(LocalColumnId(1)), LocalIndex(1)); + ASSERT_EQ(request.column_predicate_filters.size(), 1); + EXPECT_EQ(request.column_predicate_filters[0].effective_file_column_id(), LocalColumnId(0)); +} + +TEST(ColumnMapperScanRequestTest, HiddenTopLevelFilterMappingUsesNameFallback) { + const auto int_type = i32(); + const std::vector table_schema = { + field_id_col("id", 1, int_type), + }; + const std::vector file_schema = { + field_id_col("id", 1, int_type, 0), + field_id_col("score", 2, int_type, 1), + }; + + auto filter_expr = int_gt(table_slot(7, 1, int_type, "score"), 10); + TableFilter filter {.conjunct = VExprContext::create_shared(filter_expr), + .global_indices = {GlobalIndex(1)}}; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_FIELD_ID}); + ASSERT_TRUE(mapper.create_mapping(table_schema, {}, file_schema).ok()); + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({filter}, {}, table_schema, &request).ok()); + + ASSERT_EQ(request.non_predicate_columns.size(), 1); + EXPECT_EQ(request.non_predicate_columns[0].column_id(), LocalColumnId(0)); + ASSERT_EQ(request.predicate_columns.size(), 1); + EXPECT_EQ(request.predicate_columns[0].column_id(), LocalColumnId(1)); + ASSERT_TRUE(mapper.filter_entries().at(GlobalIndex(1)).is_local()); + EXPECT_EQ(mapper.filter_entries().at(GlobalIndex(1)).local_index(), LocalIndex(1)); +} + +TEST(ColumnMapperScanRequestTest, StructOutputAndFilterOnlyChildAreMerged) { + const auto int_type = i32(); + const auto string_type = str(); + + auto table_a = name_col("a", int_type); + auto table_b = name_col("b", string_type); + auto table_struct = struct_name_col("s", {table_b}); + auto full_table_struct = struct_name_col("s", {table_a, table_b}); + + auto file_a = name_col("a", int_type, 0); + auto file_b = name_col("b", string_type, 1); + auto file_struct = struct_name_col("s", {file_a, file_b}, 5); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping({table_struct}, {}, {file_struct}).ok()); + + auto filter_expr = int_gt( + struct_element(table_slot(0, 0, full_table_struct.type, "s"), int_type, "a"), 10); + TableFilter filter {.conjunct = VExprContext::create_shared(filter_expr), + .global_indices = {GlobalIndex(0)}}; + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({filter}, {}, {table_struct}, &request).ok()); + + EXPECT_TRUE(request.non_predicate_columns.empty()); + ASSERT_EQ(request.predicate_columns.size(), 1); + EXPECT_EQ(request.predicate_columns[0].column_id(), LocalColumnId(5)); + ASSERT_FALSE(request.predicate_columns[0].project_all_children); + EXPECT_EQ(projection_ids(request.predicate_columns[0].children), std::vector({0, 1})); + ASSERT_EQ(request.column_predicate_filters.size(), 1); + EXPECT_EQ(request.column_predicate_filters[0].effective_file_child_id_path(), + std::vector({0})); + EXPECT_EQ(target_names(request.column_predicate_filters[0].target.struct_target.get()), + std::vector({"a"})); +} + +TEST(ColumnMapperScanRequestTest, RenamedNestedPredicateTargetsMappedFileChild) { + const auto int_type = i32(); + + auto table_a = field_id_col("a", 1, int_type); + auto table_renamed_b = field_id_col("renamed_b", 2, int_type); + auto table_struct = struct_col("s", 10, {table_a, table_renamed_b}); + auto file_a = field_id_col("a", 1, int_type, 0); + auto file_b = field_id_col("b", 2, int_type, 1); + auto file_struct = struct_col("s", 10, {file_a, file_b}, 5); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_FIELD_ID}); + ASSERT_TRUE(mapper.create_mapping({table_struct}, {}, {file_struct}).ok()); + + auto filter_expr = int_gt( + struct_element(table_slot(0, 0, table_struct.type, "s"), int_type, "renamed_b"), 10); + TableFilter filter {.conjunct = VExprContext::create_shared(filter_expr), + .global_indices = {GlobalIndex(0)}}; + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({filter}, {}, {table_struct}, &request).ok()); + + ASSERT_EQ(request.column_predicate_filters.size(), 1); + EXPECT_EQ(request.column_predicate_filters[0].effective_file_column_id(), LocalColumnId(5)); + EXPECT_EQ(request.column_predicate_filters[0].effective_file_child_id_path(), + std::vector({1})); + EXPECT_EQ(target_names(request.column_predicate_filters[0].target.struct_target.get()), + std::vector({"b"})); +} + +TEST(ColumnMapperScanRequestTest, NestedInNullAndReverseComparisonFiltersAreMerged) { + const auto int_type = i32(); + const auto string_type = str(); + + auto table_a = name_col("a", int_type); + auto table_b = name_col("b", string_type); + auto table_struct = struct_name_col("s", {table_b}); + auto full_table_struct = struct_name_col("s", {table_a, table_b}); + + auto file_a = name_col("a", int_type, 0); + auto file_b = name_col("b", string_type, 1); + auto file_struct = struct_name_col("s", {file_a, file_b}, 5); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping({table_struct}, {}, {file_struct}).ok()); + + const auto nested_a = + struct_element(table_slot(0, 0, full_table_struct.type, "s"), int_type, "a"); + auto in_filter = + in_predicate(nested_a, int_type, + {Field::create_field(5), Field::create_field(7)}); + auto reverse_filter = binary_predicate( + TExprOpcode::LT, literal(int_type, Field::create_field(3)), nested_a); + auto null_filter = null_predicate(nested_a, true); + auto not_null_filter = null_predicate(nested_a, false); + auto filter_expr = compound_predicate( + TExprOpcode::COMPOUND_AND, + compound_predicate(TExprOpcode::COMPOUND_AND, in_filter, reverse_filter), + compound_predicate(TExprOpcode::COMPOUND_AND, null_filter, not_null_filter)); + TableFilter filter {.conjunct = VExprContext::create_shared(filter_expr), + .global_indices = {GlobalIndex(0)}}; + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({filter}, {}, {table_struct}, &request).ok()); + + ASSERT_EQ(request.column_predicate_filters.size(), 1); + EXPECT_EQ(request.column_predicate_filters[0].effective_file_column_id(), LocalColumnId(5)); + EXPECT_EQ(request.column_predicate_filters[0].effective_file_child_id_path(), + std::vector({0})); + EXPECT_EQ(target_names(request.column_predicate_filters[0].target.struct_target.get()), + std::vector({"a"})); + ASSERT_EQ(request.column_predicate_filters[0].predicates.size(), 4); + EXPECT_EQ(request.column_predicate_filters[0].predicates[0]->type(), PredicateType::IN_LIST); + EXPECT_EQ(request.column_predicate_filters[0].predicates[1]->type(), PredicateType::GT); + EXPECT_EQ(request.column_predicate_filters[0].predicates[2]->type(), PredicateType::IS_NULL); + EXPECT_EQ(request.column_predicate_filters[0].predicates[3]->type(), + PredicateType::IS_NOT_NULL); +} + +TEST(ColumnMapperScanRequestTest, NestedPredicateFilterThroughSafeCast) { + const auto file_int_type = i32(); + const auto table_bigint_type = i64(); + const auto string_type = str(); + + auto table_b = name_col("b", string_type); + auto table_struct = struct_name_col("s", {table_b}); + auto full_table_struct = std::make_shared( + DataTypes {table_bigint_type, string_type}, Strings {"a", "b"}); + + auto file_a = name_col("a", file_int_type, 0); + auto file_b = name_col("b", string_type, 1); + auto file_struct = struct_name_col("s", {file_a, file_b}, 5); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping({table_struct}, {}, {file_struct}).ok()); + + const auto nested_a = + struct_element(table_slot(0, 0, full_table_struct, "s"), file_int_type, "a"); + auto filter_expr = + binary_predicate(TExprOpcode::GT, cast_expr(nested_a, table_bigint_type), + literal(table_bigint_type, Field::create_field(5))); + TableFilter filter {.conjunct = VExprContext::create_shared(filter_expr), + .global_indices = {GlobalIndex(0)}}; + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({filter}, {}, {table_struct}, &request).ok()); + + ASSERT_EQ(request.column_predicate_filters.size(), 1); + EXPECT_EQ(request.column_predicate_filters[0].effective_file_column_id(), LocalColumnId(5)); + EXPECT_EQ(request.column_predicate_filters[0].effective_file_child_id_path(), + std::vector({0})); + ASSERT_EQ(request.column_predicate_filters[0].predicates.size(), 1); + EXPECT_EQ(request.column_predicate_filters[0].predicates[0]->type(), PredicateType::GT); +} + +TEST(ColumnMapperScanRequestTest, UnsafeCastDoesNotBuildNestedPredicateFilter) { + const auto file_bigint_type = i64(); + const auto table_int_type = i32(); + const auto string_type = str(); + + auto table_b = name_col("b", string_type); + auto table_struct = struct_name_col("s", {table_b}); + auto full_table_struct = std::make_shared( + DataTypes {table_int_type, string_type}, Strings {"a", "b"}); + + auto file_a = name_col("a", file_bigint_type, 0); + auto file_b = name_col("b", string_type, 1); + auto file_struct = struct_name_col("s", {file_a, file_b}, 5); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping({table_struct}, {}, {file_struct}).ok()); + + const auto nested_a = + struct_element(table_slot(0, 0, full_table_struct, "s"), file_bigint_type, "a"); + auto filter_expr = binary_predicate(TExprOpcode::GT, cast_expr(nested_a, table_int_type), + literal(table_int_type, Field::create_field(5))); + TableFilter filter {.conjunct = VExprContext::create_shared(filter_expr), + .global_indices = {GlobalIndex(0)}}; + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({filter}, {}, {table_struct}, &request).ok()); + + EXPECT_TRUE(request.column_predicate_filters.empty()); + ASSERT_EQ(request.predicate_columns.size(), 1); + EXPECT_EQ(request.predicate_columns[0].column_id(), LocalColumnId(5)); + EXPECT_EQ(projection_ids(request.predicate_columns[0].children), std::vector({0, 1})); +} + +TEST(ColumnMapperScanRequestTest, DeepNestedPredicateTargetsLeafPath) { + const auto id_type = i32(); + const auto name_type = str(); + const auto string_type = str(); + auto table_b = name_col("b", string_type); + auto table_struct = struct_name_col("s", {table_b}); + + auto full_table_inner_type = + std::make_shared(DataTypes {id_type, name_type}, Strings {"id", "n"}); + auto full_table_struct_type = std::make_shared( + DataTypes {full_table_inner_type, string_type}, Strings {"a", "b"}); + + auto file_id = name_col("id", id_type, 0); + auto file_name = name_col("n", name_type, 1); + auto file_a = struct_name_col("a", {file_id, file_name}, 0); + auto file_b = name_col("b", string_type, 1); + auto file_struct = struct_name_col("s", {file_a, file_b}, 5); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping({table_struct}, {}, {file_struct}).ok()); + + const auto nested_id = + struct_element(struct_element(table_slot(0, 0, full_table_struct_type, "s"), + full_table_inner_type, "a"), + id_type, "id"); + auto filter_expr = + in_predicate(nested_id, id_type, + {Field::create_field(5), Field::create_field(7)}); + TableFilter filter {.conjunct = VExprContext::create_shared(filter_expr), + .global_indices = {GlobalIndex(0)}}; + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({filter}, {}, {table_struct}, &request).ok()); + + ASSERT_EQ(request.column_predicate_filters.size(), 1); + EXPECT_EQ(request.column_predicate_filters[0].effective_file_column_id(), LocalColumnId(5)); + EXPECT_EQ(request.column_predicate_filters[0].effective_file_child_id_path(), + std::vector({0, 0})); + EXPECT_EQ(target_names(request.column_predicate_filters[0].target.struct_target.get()), + std::vector({"a", "id"})); + ASSERT_EQ(request.column_predicate_filters[0].predicates.size(), 1); + EXPECT_EQ(request.column_predicate_filters[0].predicates[0]->type(), PredicateType::IN_LIST); +} + +TEST(ColumnMapperScanRequestTest, ArrayStructProjectionPrunesElementChildren) { + const auto int_type = i32(); + const auto string_type = str(); + auto table_b = name_col("b", string_type); + auto table_element = struct_name_col("element", {table_b}); + auto table_array = array_col("items", -1, table_element); + table_array.identifier = Field::create_field("items"); + set_name_identifiers(&table_array, -1); + + auto file_a = name_col("a", int_type, 0); + auto file_b = name_col("b", string_type, 1); + auto file_element = struct_name_col("element", {file_a, file_b}, 0); + auto file_array = array_col("items", -1, file_element, 4); + file_array.identifier = Field::create_field("items"); + set_name_identifiers(&file_array, 4); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping({table_array}, {}, {file_array}).ok()); + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({}, {}, {table_array}, &request).ok()); + + ASSERT_EQ(request.non_predicate_columns.size(), 1); + const auto& projection = request.non_predicate_columns[0]; + EXPECT_EQ(projection.column_id(), LocalColumnId(4)); + ASSERT_FALSE(projection.project_all_children); + ASSERT_EQ(projection.children.size(), 1); + EXPECT_EQ(projection.children[0].local_id(), 0); + ASSERT_EQ(projection.children[0].children.size(), 1); + EXPECT_EQ(projection.children[0].children[0].local_id(), 1); + + const auto* mapped_array = assert_cast( + remove_nullable(mapper.mappings()[0].file_type).get()); + const auto* mapped_element = assert_cast( + remove_nullable(mapped_array->get_nested_type()).get()); + ASSERT_EQ(mapped_element->get_elements().size(), 1); + EXPECT_EQ(mapped_element->get_element_name(0), "b"); +} + +TEST(ColumnMapperScanRequestTest, MapValueStructProjectionPrunesValueChildren) { + const auto key_type = str(); + const auto int_type = i32(); + const auto string_type = str(); + + auto table_value_b = name_col("b", string_type); + auto table_value = struct_name_col("value", {table_value_b}); + auto table_map = map_col("m", -1, {table_value}, key_type, table_value.type); + table_map.identifier = Field::create_field("m"); + set_name_identifiers(&table_map, -1); + + auto file_key = name_col("key", key_type, 0); + auto file_value_a = name_col("a", int_type, 0); + auto file_value_b = name_col("b", string_type, 1); + auto file_value = struct_name_col("value", {file_value_a, file_value_b}, 1); + auto file_map = map_col("m", -1, {file_key, file_value}, key_type, file_value.type, 6); + file_map.identifier = Field::create_field("m"); + set_name_identifiers(&file_map, 6); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping({table_map}, {}, {file_map}).ok()); + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({}, {}, {table_map}, &request).ok()); + + ASSERT_EQ(request.non_predicate_columns.size(), 1); + const auto& projection = request.non_predicate_columns[0]; + EXPECT_EQ(projection.column_id(), LocalColumnId(6)); + ASSERT_FALSE(projection.project_all_children); + ASSERT_EQ(projection.children.size(), 1); + EXPECT_EQ(projection.children[0].local_id(), 1); + ASSERT_EQ(projection.children[0].children.size(), 1); + EXPECT_EQ(projection.children[0].children[0].local_id(), 1); + + const auto* mapped_map = + assert_cast(remove_nullable(mapper.mappings()[0].file_type).get()); + const auto* mapped_value = + assert_cast(remove_nullable(mapped_map->get_value_type()).get()); + ASSERT_EQ(mapped_value->get_elements().size(), 1); + EXPECT_EQ(mapped_value->get_element_name(0), "b"); +} + +// Scenario: a table struct projects only child `b`, while the file struct stores `a,b`. +// BY_NAME mapping should read only the physical child `b` and rebuild the mapped file type to the +// projected struct shape. +TEST(ColumnMapperScanRequestTest, StructProjectionPrunesChildrenByName) { + const auto int_type = i32(); + const auto string_type = str(); + + auto table_b = name_col("b", string_type); + auto table_struct = struct_name_col("s", {table_b}); + set_name_identifiers(&table_struct, 0); + + auto file_a = name_col("a", int_type, 0); + auto file_b = name_col("b", string_type, 1); + auto file_struct = struct_name_col("s", {file_a, file_b}, 0); + set_name_identifiers(&file_struct, 0); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping({table_struct}, {}, {file_struct}).ok()); + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({}, {}, {table_struct}, &request).ok()); + + ASSERT_EQ(request.non_predicate_columns.size(), 1); + const auto& projection = request.non_predicate_columns[0]; + EXPECT_EQ(projection.column_id(), LocalColumnId(0)); + ASSERT_FALSE(projection.project_all_children); + ASSERT_EQ(projection.children.size(), 1); + EXPECT_EQ(projection.children[0].local_id(), 1); + + ASSERT_EQ(mapper.mappings().size(), 1); + const auto* projected_type = assert_cast( + remove_nullable(mapper.mappings()[0].file_type).get()); + ASSERT_EQ(projected_type->get_elements().size(), 1); + EXPECT_EQ(projected_type->get_element_name(0), "b"); +} + +// Scenario: a row filter reaches a struct child through an array wrapper +// (`items.item.a > 5`). The nested predicate filter path only supports direct struct paths, so +// the mapper keeps this as a row predicate and reads the full array root for predicate evaluation. +TEST(ColumnMapperScanRequestTest, ArrayWrapperDoesNotBuildNestedPredicateFilter) { + const auto int_type = i32(); + const auto string_type = str(); + + auto file_a = name_col("a", int_type, 0); + auto file_b = name_col("b", string_type, 1); + auto file_element = struct_name_col("item", {file_a, file_b}, 0); + auto file_array = array_col("items", -1, file_element, 0); + set_name_identifiers(&file_array, 0); + + auto table_array = file_array; + + const auto item_type = file_element.type; + auto item_expr = struct_element(table_slot(0, 0, table_array.type, "items"), item_type, "item"); + auto filter_expr = int_gt(struct_element(item_expr, int_type, "a"), 5); + TableFilter filter {.conjunct = VExprContext::create_shared(filter_expr), + .global_indices = {GlobalIndex(0)}}; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping({table_array}, {}, {file_array}).ok()); + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({filter}, {}, {table_array}, &request).ok()); + + EXPECT_TRUE(request.non_predicate_columns.empty()); + ASSERT_EQ(request.predicate_columns.size(), 1); + EXPECT_EQ(request.predicate_columns[0].column_id(), LocalColumnId(0)); + EXPECT_TRUE(request.predicate_columns[0].project_all_children); + EXPECT_TRUE(request.predicate_columns[0].children.empty()); + EXPECT_TRUE(request.column_predicate_filters.empty()); +} + +// Scenario: a map value struct projects child `b`, while a row filter reads value child `a`. +// The filter is too complex to become a file-local nested predicate, but the predicate projection +// must replace the output projection for the same map root and contain both physical value children. +TEST(ColumnMapperScanRequestTest, MapFilterOnlyValueChildMergesWithOutputProjection) { + const auto key_type = i32(); + const auto int_type = i32(); + const auto string_type = str(); + + auto table_value_b = name_col("b", string_type); + auto table_value = struct_name_col("value", {table_value_b}); + auto table_map = map_col("m", -1, {table_value}, key_type, table_value.type); + set_name_identifiers(&table_map, 0); + + auto file_key = name_col("key", key_type, 0); + auto file_value_a = name_col("a", int_type, 0); + auto file_value_b = name_col("b", string_type, 1); + auto file_value = struct_name_col("value", {file_value_a, file_value_b}, 1); + auto file_map = map_col("m", -1, {file_key, file_value}, key_type, file_value.type, 0); + set_name_identifiers(&file_map, 0); + + auto full_value_type = + std::make_shared(DataTypes {int_type, string_type}, Strings {"a", "b"}); + auto full_map_type = std::make_shared(key_type, full_value_type); + auto value_expr = + struct_element(table_slot(0, 0, full_map_type, "m"), full_value_type, "value"); + auto filter_expr = int_gt(struct_element(value_expr, int_type, "a"), 5); + TableFilter filter {.conjunct = VExprContext::create_shared(filter_expr), + .global_indices = {GlobalIndex(0)}}; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping({table_map}, {}, {file_map}).ok()); + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({filter}, {}, {table_map}, &request).ok()); + + EXPECT_TRUE(request.non_predicate_columns.empty()); + ASSERT_EQ(request.predicate_columns.size(), 1); + const auto& projection = request.predicate_columns[0]; + EXPECT_EQ(projection.column_id(), LocalColumnId(0)); + ASSERT_FALSE(projection.project_all_children); + ASSERT_EQ(projection.children.size(), 1); + EXPECT_EQ(projection.children[0].local_id(), 1); + EXPECT_EQ(projection_ids(projection.children[0].children), std::vector({0, 1})); + EXPECT_TRUE(request.column_predicate_filters.empty()); +} + +// Scenario: when projected struct children are an in-order prefix of the file struct, the mapper can +// read those physical children directly without rebuilding the file-side complex type. +TEST(ColumnMapperScanRequestTest, MatchingProjectedStructDoesNotNeedComplexRematerialize) { + const auto int_type = i32(); + const auto string_type = str(); + + auto table_a = field_id_col("a", 1, int_type); + auto table_b = field_id_col("b", 2, string_type); + auto table_struct = struct_col("s", 10, {table_a, table_b}); + + auto file_a = field_id_col("a", 1, int_type, 0); + auto file_b = field_id_col("b", 2, string_type, 1); + auto file_c = field_id_col("c", 3, int_type, 2); + auto file_struct = struct_col("s", 10, {file_a, file_b, file_c}, 5); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_FIELD_ID}); + ASSERT_TRUE(mapper.create_mapping({table_struct}, {}, {file_struct}).ok()); + + ASSERT_EQ(mapper.mappings().size(), 1); + EXPECT_TRUE(mapper.mappings()[0].is_trivial); + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({}, {}, {table_struct}, &request).ok()); + + ASSERT_EQ(request.non_predicate_columns.size(), 1); + const auto& projection = request.non_predicate_columns[0]; + EXPECT_FALSE(projection.project_all_children); + EXPECT_EQ(projection_ids(projection.children), std::vector({0, 1})); + EXPECT_TRUE(mapper.mappings()[0].is_trivial); +} + +// Scenario: Iceberg field-id mapping sees a renamed struct child, but the physical child order and +// types still match, so projection remains a full physical read instead of rebuilding a new type. +TEST(ColumnMapperScanRequestTest, RenameOnlyProjectedStructDoesNotRebuildFileProjection) { + const auto int_type = i32(); + + auto table_a = field_id_col("a", 1, int_type); + auto table_renamed_b = field_id_col("renamed_b", 2, int_type); + auto table_struct = struct_col("s", 10, {table_a, table_renamed_b}); + + auto file_a = field_id_col("a", 1, int_type, 0); + auto file_b = field_id_col("b", 2, int_type, 1); + auto file_struct = struct_col("s", 10, {file_a, file_b}, 5); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_FIELD_ID}); + ASSERT_TRUE(mapper.create_mapping({table_struct}, {}, {file_struct}).ok()); + + ASSERT_EQ(mapper.mappings().size(), 1); + EXPECT_TRUE(mapper.mappings()[0].is_trivial); + EXPECT_EQ(mapper.mappings()[0].projected_file_children.size(), + mapper.mappings()[0].original_file_children.size()); + ASSERT_EQ(mapper.mappings()[0].child_mappings.size(), 2); + EXPECT_EQ(mapper.mappings()[0].child_mappings[1].table_column_name, "renamed_b"); + EXPECT_EQ(mapper.mappings()[0].child_mappings[1].file_column_name, "b"); + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({}, {}, {table_struct}, &request).ok()); + + ASSERT_EQ(request.non_predicate_columns.size(), 1); + EXPECT_TRUE(request.non_predicate_columns[0].project_all_children); + EXPECT_TRUE(request.non_predicate_columns[0].children.empty()); + EXPECT_TRUE(mapper.mappings()[0].is_trivial); +} + +// Scenario: a row filter references an unprojected struct child, so the predicate projection is +// merged with the output projection and the mapper rebuilds the projected file struct type. +TEST(ColumnMapperScanRequestTest, PredicateProjectionRebuildsProjectedStructFileType) { + const auto int_type = i32(); + const auto string_type = str(); + + auto table_a = field_id_col("a", 1, int_type); + auto table_b = field_id_col("b", 2, string_type); + auto table_struct = struct_col("s", 10, {table_a, table_b}); + auto full_table_c = field_id_col("c", 3, int_type); + auto full_table_struct = struct_col("s", 10, {table_a, table_b, full_table_c}); + + auto file_a = field_id_col("a", 1, int_type, 0); + auto file_b = field_id_col("b", 2, string_type, 1); + auto file_c = field_id_col("c", 3, int_type, 2); + auto file_struct = struct_col("s", 10, {file_a, file_b, file_c}, 5); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_FIELD_ID}); + ASSERT_TRUE(mapper.create_mapping({table_struct}, {}, {file_struct}).ok()); + + auto filter_expr = + int_gt(struct_element(table_slot(0, 0, full_table_struct.type, "s"), int_type, "c"), 0); + TableFilter filter {.conjunct = VExprContext::create_shared(filter_expr), + .global_indices = {GlobalIndex(0)}}; + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({filter}, {}, {table_struct}, &request).ok()); + + ASSERT_EQ(request.predicate_columns.size(), 1); + EXPECT_TRUE(request.non_predicate_columns.empty()); + const auto& projection = request.predicate_columns[0]; + EXPECT_FALSE(projection.project_all_children); + EXPECT_EQ(projection_ids(projection.children), std::vector({0, 1, 2})); + + const auto* mapped_type = assert_cast( + remove_nullable(mapper.mappings()[0].file_type).get()); + ASSERT_EQ(mapped_type->get_elements().size(), 3); + EXPECT_EQ(mapped_type->get_element_name(0), "a"); + EXPECT_EQ(mapped_type->get_element_name(1), "b"); + EXPECT_EQ(mapped_type->get_element_name(2), "c"); + EXPECT_FALSE(mapper.mappings()[0].is_trivial); +} + +// Scenario: a filter references a top-level column that is not projected by the query; the mapper +// creates a hidden filter mapping without adding that hidden column to visible table mappings. +TEST(ColumnMapperScanRequestTest, PredicateOnlyTopLevelColumnUsesHiddenMapping) { + const auto int_type = i32(); + + auto table_id = field_id_col("id", 0, int_type); + auto table_c = field_id_col("c", 11, int_type); + auto table_struct = struct_col("s", 10, {table_c}); + + auto file_id = field_id_col("id", 0, int_type, 0); + auto file_c = field_id_col("c", 11, int_type, 0); + auto file_struct = struct_col("s", 10, {file_c}, 10); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_FIELD_ID}); + ASSERT_TRUE(mapper.create_mapping({table_id}, {}, {file_id, file_struct}).ok()); + ASSERT_EQ(mapper.mappings().size(), 1); + EXPECT_EQ(mapper.mappings()[0].table_column_name, "id"); + + auto filter_expr = + int_gt(struct_element(table_slot(7, 1, table_struct.type, "s"), int_type, "c"), 0); + TableFilter filter {.conjunct = VExprContext::create_shared(filter_expr), + .global_indices = {GlobalIndex(1)}}; + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({filter}, {}, {table_id}, &request).ok()); + + ASSERT_EQ(mapper.mappings().size(), 1); + EXPECT_EQ(mapper.mappings()[0].table_column_name, "id"); + + ASSERT_EQ(request.non_predicate_columns.size(), 1); + EXPECT_EQ(request.non_predicate_columns[0].column_id(), LocalColumnId(0)); + ASSERT_EQ(request.predicate_columns.size(), 1); + EXPECT_EQ(request.predicate_columns[0].column_id(), LocalColumnId(10)); + EXPECT_TRUE(request.predicate_columns[0].project_all_children); + EXPECT_TRUE(request.predicate_columns[0].children.empty()); + + ASSERT_EQ(request.conjuncts.size(), 1); + ASSERT_EQ(request.column_predicate_filters.size(), 1); + EXPECT_EQ(request.column_predicate_filters[0].effective_file_column_id(), LocalColumnId(10)); + EXPECT_EQ(request.column_predicate_filters[0].effective_file_child_id_path(), + std::vector({0})); +} + +// Scenario: a nested predicate targets a table-side renamed struct field; both predicate pruning and +// scan projection must resolve that field to the old physical file child. +TEST(ColumnMapperScanRequestTest, NestedPredicateProjectionUsesMappedRenamedChild) { + const auto int_type = i32(); + + auto table_a = field_id_col("a", 1, int_type); + auto table_renamed_b = field_id_col("renamed_b", 2, int_type); + auto table_struct = struct_col("s", 10, {table_a, table_renamed_b}); + + auto file_a = field_id_col("a", 1, int_type, 0); + auto file_b = field_id_col("b", 2, int_type, 1); + auto file_struct = struct_col("s", 10, {file_a, file_b}, 10); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_FIELD_ID}); + ASSERT_TRUE(mapper.create_mapping({table_struct}, {}, {file_struct}).ok()); + + auto filter_expr = int_gt( + struct_element(table_slot(0, 0, table_struct.type, "s"), int_type, "renamed_b"), 0); + TableFilter filter {.conjunct = VExprContext::create_shared(filter_expr), + .global_indices = {GlobalIndex(0)}}; + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({filter}, {}, {table_struct}, &request).ok()); + + ASSERT_EQ(request.column_predicate_filters.size(), 1); + EXPECT_EQ(request.column_predicate_filters[0].effective_file_column_id(), LocalColumnId(10)); + EXPECT_EQ(request.column_predicate_filters[0].effective_file_child_id_path(), + std::vector({1})); + ASSERT_EQ(request.predicate_columns.size(), 1); + EXPECT_TRUE(request.predicate_columns[0].project_all_children); + EXPECT_TRUE(request.predicate_columns[0].children.empty()); +} + +// Scenario: element_at(struct, 'table_name') in a row filter is localized to the physical file +// child name, matching the struct_element rewrite and nested predicate filter resolution paths. +TEST(ColumnMapperScanRequestTest, + FileLocalElementAtConjunctUsesFileChildNameForRenamedStructField) { + const auto int_type = i32(); + + auto table_a = field_id_col("a", 1, int_type); + auto table_renamed_b = field_id_col("renamed_b", 2, int_type); + auto table_struct = struct_col("s", 10, {table_a, table_renamed_b}); + + auto file_a = field_id_col("a", 1, int_type, 0); + auto file_b = field_id_col("b", 2, int_type, 1); + auto file_struct = struct_col("s", 10, {file_a, file_b}, 10); + + auto child_expr = element_at(table_slot(0, 0, table_struct.type, table_struct.name), int_type, + "renamed_b"); + auto filter_expr = int_gt(child_expr, 0); + TableFilter filter {.conjunct = VExprContext::create_shared(filter_expr), + .global_indices = {GlobalIndex(0)}}; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_FIELD_ID}); + ASSERT_TRUE(mapper.create_mapping({table_struct}, {}, {file_struct}).ok()); + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({filter}, {}, {table_struct}, &request).ok()); + + ASSERT_EQ(request.conjuncts.size(), 1); + const auto& localized_child = request.conjuncts[0]->root()->children()[0]; + EXPECT_EQ(localized_child->expr_name(), "element_at"); + const auto* localized_slot = assert_cast(localized_child->children()[0].get()); + EXPECT_EQ(localized_slot->column_name(), "s"); + EXPECT_EQ(localized_slot->column_id(), 0); + + const auto* localized_literal = + assert_cast(localized_child->children()[1].get()); + Field localized_field; + localized_literal->get_column_ptr()->get(0, localized_field); + ASSERT_EQ(localized_field.get_type(), TYPE_STRING); + EXPECT_EQ(std::string(localized_field.as_string_view()), "b"); +} + +// Scenario: nested element_at(struct, name) localization rewrites both selector names and +// intermediate return types. The outer selector must be prepared against the projected file child +// struct, not the table child struct or the full historical file child struct. +TEST(ColumnMapperScanRequestTest, NestedElementAtConjunctUsesFileChildTypeForRenamedLeaf) { + const auto int_type = i32(); + const auto string_type = str(); + + auto table_new_aa = field_id_col("new_aa", 23, int_type); + auto table_bb = field_id_col("bb", 24, string_type); + auto table_new_a = struct_col("new_a", 20, {table_new_aa, table_bb}); + auto table_struct = struct_col("struct_column2", 19, {table_new_a}); + + auto file_aa = field_id_col("aa", 23, int_type, 0); + auto file_bb = field_id_col("bb", 24, string_type, 1); + auto file_new_a = struct_col("new_a", 20, {file_aa, file_bb}, 0); + auto file_struct = struct_col("struct_column2", 19, {file_new_a}, 10); + + const auto table_slot_expr = table_slot(0, 0, table_struct.type, "struct_column2"); + const auto table_parent_expr = element_at(table_slot_expr, table_new_a.type, "new_a"); + const auto table_leaf_expr = element_at(table_parent_expr, int_type, "new_aa"); + auto filter_expr = binary_predicate(TExprOpcode::EQ, table_leaf_expr, + literal(int_type, Field::create_field(50))); + TableFilter filter {.conjunct = VExprContext::create_shared(filter_expr), + .global_indices = {GlobalIndex(0)}}; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_FIELD_ID}); + ASSERT_TRUE(mapper.create_mapping({table_struct}, {}, {file_struct}).ok()); + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({filter}, {}, {table_struct}, &request).ok()); + ASSERT_EQ(request.conjuncts.size(), 1); + + const auto& localized_leaf = request.conjuncts[0]->root()->children()[0]; + ASSERT_EQ(localized_leaf->expr_name(), "element_at"); + const auto& localized_parent = localized_leaf->children()[0]; + ASSERT_EQ(localized_parent->expr_name(), "element_at"); + + const auto* localized_leaf_selector = + assert_cast(localized_leaf->children()[1].get()); + Field localized_leaf_field; + localized_leaf_selector->get_column_ptr()->get(0, localized_leaf_field); + ASSERT_EQ(localized_leaf_field.get_type(), TYPE_STRING); + EXPECT_EQ(std::string(localized_leaf_field.as_string_view()), "aa"); + + const auto* localized_parent_type = assert_cast( + remove_nullable(localized_parent->data_type()).get()); + ASSERT_EQ(localized_parent_type->get_elements().size(), 2); + EXPECT_EQ(localized_parent_type->get_element_name(0), "aa"); + EXPECT_EQ(localized_parent_type->get_element_name(1), "bb"); +} + +// Scenario: output projection reads one struct child while the row filter reads a different nested +// struct child. File-local conjunct rewrite must use the merged scan projection type. In the SQL +// shape below, `SELECT element_at(s, 'c') WHERE element_at(element_at(s, 'b'), 'cc') LIKE ...` +// reads file children `b.cc` and `c`; the localized inner `element_at(s, 'b')` returns +// `Struct(cc)`, not the full old file child `Struct(cc, new_dd)`. +TEST(ColumnMapperScanRequestTest, NestedElementAtConjunctUsesMergedScanProjectionChildType) { + const auto string_type = str(); + const auto int_type = i32(); + + auto table_cc = field_id_col("cc", 23, string_type); + auto table_new_dd = field_id_col("new_dd", 24, int_type); + auto table_b = struct_col("b", 20, {table_cc, table_new_dd}); + auto table_c = field_id_col("c", 25, string_type); + auto full_table_struct = struct_col("struct_column2", 19, {table_b, table_c}); + auto projected_table_struct = struct_col("struct_column2", 19, {table_c}); + + auto file_cc = field_id_col("cc", 23, string_type, 0); + auto file_new_dd = field_id_col("new_dd", 24, int_type, 1); + auto file_b = struct_col("b", 20, {file_cc, file_new_dd}, 0); + auto file_c = field_id_col("c", 25, string_type, 1); + auto file_struct = struct_col("new_struct_column", 19, {file_b, file_c}, 10); + + const auto table_slot_expr = table_slot(0, 0, full_table_struct.type, "struct_column2"); + const auto table_parent_expr = element_at(table_slot_expr, table_b.type, "b"); + const auto table_leaf_expr = element_at(table_parent_expr, string_type, "cc"); + auto filter_expr = like_expr(table_leaf_expr, "NestedC%"); + TableFilter filter {.conjunct = VExprContext::create_shared(filter_expr), + .global_indices = {GlobalIndex(0)}}; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_FIELD_ID}); + ASSERT_TRUE(mapper.create_mapping({projected_table_struct}, {}, {file_struct}).ok()); + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({filter}, {}, {projected_table_struct}, &request).ok()); + ASSERT_EQ(request.conjuncts.size(), 1); + ASSERT_EQ(request.predicate_columns.size(), 1); + EXPECT_EQ(request.predicate_columns[0].column_id(), LocalColumnId(10)); + + const auto& localized_leaf = request.conjuncts[0]->root()->children()[0]; + ASSERT_EQ(localized_leaf->expr_name(), "element_at"); + const auto& localized_parent = localized_leaf->children()[0]; + ASSERT_EQ(localized_parent->expr_name(), "element_at"); + + const auto* localized_slot = + assert_cast(localized_parent->children()[0].get()); + EXPECT_EQ(localized_slot->column_name(), "new_struct_column"); + // The scan projection keeps the top-level file column id above, while the localized conjunct + // executes on the file-reader Block. The VSlotRef column id is therefore the block position of + // `new_struct_column` in this request, not the file schema id 10. + EXPECT_EQ(localized_slot->column_id(), 0); + + const auto* localized_parent_type = assert_cast( + remove_nullable(localized_parent->data_type()).get()); + ASSERT_EQ(localized_parent_type->get_elements().size(), 1); + EXPECT_EQ(localized_parent_type->get_element_name(0), "cc"); +} + +// Scenario: struct child access through a computed map/array parent is not localized as a file +// conjunct, because the projected value struct can have a different physical child order. +TEST(ColumnMapperScanRequestTest, MapValuesStructChildConjunctStaysTableLevel) { + const auto key_type = str(); + const auto string_type = str(); + const auto int_type = i32(); + + auto table_gender = field_id_col("gender", 17, string_type); + auto table_full_name = field_id_col("full_name", 7, string_type); + auto table_value = struct_col("value", 6, {table_gender, table_full_name}); + auto table_map = map_col("new_map_column", 2, {table_value}, key_type, table_value.type); + + auto file_key = field_id_col("key", 5, key_type, 0); + auto file_age = field_id_col("age", 8, int_type, 0); + auto file_full_name = field_id_col("full_name", 7, string_type, 1); + auto file_gender = field_id_col("gender", 17, string_type, 2); + auto file_value = struct_col("value", 6, {file_age, file_full_name, file_gender}, 1); + auto file_map = + map_col("new_map_column", 2, {file_key, file_value}, key_type, file_value.type, 1); + + const auto map_slot = table_slot(0, 0, table_map.type, "new_map_column"); + const auto values_expr = map_values(map_slot, table_value.type); + const auto first_value = array_element_at(values_expr, table_value.type, 1); + const auto full_name_expr = element_at(first_value, string_type, "full_name"); + auto filter_expr = like_expr(full_name_expr, "J%"); + TableFilter filter {.conjunct = VExprContext::create_shared(filter_expr), + .global_indices = {GlobalIndex(0)}}; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_FIELD_ID}); + ASSERT_TRUE(mapper.create_mapping({table_map}, {}, {file_map}).ok()); + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({filter}, {}, {table_map}, &request).ok()); + + EXPECT_TRUE(request.conjuncts.empty()); + ASSERT_EQ(request.predicate_columns.size(), 1); + EXPECT_EQ(request.predicate_columns[0].column_id(), LocalColumnId(1)); + ASSERT_FALSE(request.predicate_columns[0].project_all_children); + ASSERT_EQ(request.predicate_columns[0].children.size(), 1); + EXPECT_EQ(request.predicate_columns[0].children[0].local_id(), 1); + EXPECT_TRUE(request.column_predicate_filters.empty()); +} + +// Scenario: MAP_KEYS only reads map keys, but localizing it by wrapping the evolved file map slot +// in CAST(file_map AS table_map) would still cast the old value struct to the new value struct. +// Keep the conjunct table-level when the map value schema changed. +TEST(ColumnMapperScanRequestTest, MapKeysConjunctWithEvolvedValueStructStaysTableLevel) { + const auto key_type = str(); + const auto string_type = str(); + const auto int_type = i32(); + + auto table_age = field_id_col("age", 8, int_type); + auto table_full_name = field_id_col("full_name", 7, string_type); + auto table_gender = field_id_col("gender", 17, string_type); + auto table_value = struct_col("value", 6, {table_age, table_full_name, table_gender}); + auto table_key = field_id_col("key", 5, key_type); + auto table_map = + map_col("new_map_column", 2, {table_key, table_value}, key_type, table_value.type); + + auto file_key = field_id_col("key", 5, key_type, 0); + auto file_name = field_id_col("name", 18, string_type, 0); + auto file_age = field_id_col("age", 8, int_type, 1); + auto file_value = struct_col("value", 6, {file_name, file_age}, 1); + auto file_map = map_col("map_column", 2, {file_key, file_value}, key_type, file_value.type, 1); + + const auto map_slot = table_slot(0, 0, table_map.type, "new_map_column"); + const auto keys_expr = map_keys(map_slot, key_type); + auto filter_expr = array_contains( + keys_expr, literal(key_type, Field::create_field("person5"))); + TableFilter filter {.conjunct = VExprContext::create_shared(filter_expr), + .global_indices = {GlobalIndex(0)}}; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_FIELD_ID}); + ASSERT_TRUE(mapper.create_mapping({table_map}, {}, {file_map}).ok()); + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({filter}, {}, {table_map}, &request).ok()); + + EXPECT_TRUE(request.conjuncts.empty()); + EXPECT_TRUE(request.non_predicate_columns.empty()); + ASSERT_EQ(request.predicate_columns.size(), 1); + EXPECT_EQ(request.predicate_columns[0].column_id(), LocalColumnId(1)); + EXPECT_TRUE(request.column_predicate_filters.empty()); +} + +// Scenario: an array element struct projection only contains missing/default children; the mapper +// falls back to reading the full physical element so the reader never gets an empty projection. +TEST(ColumnMapperScanRequestTest, ArrayStructOnlyMissingElementChildUsesFullFileProjection) { + const auto int_type = i32(); + const auto string_type = str(); + + auto file_a = field_id_col("a", 1, int_type, 0); + auto file_b = field_id_col("b", 2, int_type, 1); + auto file_element = struct_col("element", 0, {file_a, file_b}, 0); + auto file_array = array_col("xs", 10, file_element, 10); + + auto missing_child = field_id_col("missing_child", 99, string_type); + auto table_element = struct_col("element", 0, {missing_child}); + auto table_array = array_col("xs", 10, table_element); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_FIELD_ID}); + ASSERT_TRUE(mapper.create_mapping({table_array}, {}, {file_array}).ok()); + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({}, {}, {table_array}, &request).ok()); + + ASSERT_EQ(request.non_predicate_columns.size(), 1); + EXPECT_EQ(request.non_predicate_columns[0].column_id(), LocalColumnId(10)); + EXPECT_TRUE(request.non_predicate_columns[0].project_all_children); + EXPECT_TRUE(request.non_predicate_columns[0].children.empty()); + ASSERT_EQ(mapper.mappings().size(), 1); + EXPECT_FALSE(mapper.mappings()[0].is_trivial); +} + +// Scenario: a map value struct projection only contains missing/default children; the mapper keeps +// the map key/value shape and reads the full physical value struct instead of an empty value child. +TEST(ColumnMapperScanRequestTest, MapValueStructOnlyMissingChildUsesFullValueProjection) { + const auto key_type = i32(); + const auto int_type = i32(); + const auto string_type = str(); + + auto file_key = field_id_col("key", 0, key_type, 0); + auto file_a = field_id_col("a", 1, int_type, 0); + auto file_b = field_id_col("b", 2, int_type, 1); + auto file_value = struct_col("value", 1, {file_a, file_b}, 1); + auto file_map = map_col("m", 10, {file_key, file_value}, key_type, file_value.type, 10); + + auto missing_child = field_id_col("missing_child", 99, string_type); + auto table_value = struct_col("value", 1, {missing_child}); + auto table_map = map_col("m", 10, {table_value}, key_type, table_value.type); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_FIELD_ID}); + ASSERT_TRUE(mapper.create_mapping({table_map}, {}, {file_map}).ok()); + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({}, {}, {table_map}, &request).ok()); + + ASSERT_EQ(request.non_predicate_columns.size(), 1); + const auto& projection = request.non_predicate_columns[0]; + EXPECT_EQ(projection.column_id(), LocalColumnId(10)); + ASSERT_FALSE(projection.project_all_children); + ASSERT_EQ(projection.children.size(), 1); + EXPECT_EQ(projection.children[0].local_id(), 1); + EXPECT_TRUE(projection.children[0].project_all_children); + EXPECT_TRUE(projection.children[0].children.empty()); + ASSERT_EQ(mapper.mappings().size(), 1); + EXPECT_FALSE(mapper.mappings()[0].is_trivial); +} + +// ---------------------------------------------------------------------- +// L1 complex schema evolution and split isolation. +// These tests call the mapper repeatedly with different file schemas and +// verify that split-local state is rebuilt instead of leaked. +// ---------------------------------------------------------------------- + +TEST(ColumnMapperSchemaEvolutionTest, StructChildrenHandleMissingRenameReorderAndDroppedFields) { + const auto int_type = i32(); + const auto string_type = str(); + auto table_a = field_id_col("a", 1, int_type); + auto table_renamed_b = field_id_col("renamed_b", 2, string_type); + auto table_c = field_id_col("c", 3, int_type); + auto table_struct = struct_col("s", 10, {table_a, table_renamed_b, table_c}); + + auto v1_a = field_id_col("a", 1, int_type, 0); + auto v1_b = field_id_col("b", 2, string_type, 1); + auto file_v1 = struct_col("s", 10, {v1_a, v1_b}, 5); + + auto v2_b = field_id_col("b", 2, string_type, 0); + auto v2_a = field_id_col("a", 1, int_type, 1); + auto v2_c = field_id_col("c", 3, int_type, 2); + auto file_v2 = struct_col("s", 10, {v2_b, v2_a, v2_c}, 8); + + TableColumnMapper v1_mapper({.mode = TableColumnMappingMode::BY_FIELD_ID}); + ASSERT_TRUE(v1_mapper.create_mapping({table_struct}, {}, {file_v1}).ok()); + FileScanRequest v1_request; + ASSERT_TRUE(v1_mapper.create_scan_request({}, {}, {table_struct}, &v1_request).ok()); + + const auto& v1_mapping = v1_mapper.mappings()[0]; + ASSERT_EQ(v1_mapping.child_mappings.size(), 3); + EXPECT_EQ(*v1_mapping.child_mappings[0].file_local_id, 0); + EXPECT_EQ(*v1_mapping.child_mappings[1].file_local_id, 1); + EXPECT_FALSE(v1_mapping.child_mappings[2].file_local_id.has_value()); + ASSERT_EQ(v1_request.non_predicate_columns.size(), 1); + EXPECT_EQ(v1_request.non_predicate_columns[0].column_id(), LocalColumnId(5)); + EXPECT_TRUE(v1_request.non_predicate_columns[0].project_all_children); + + TableColumnMapper v2_mapper({.mode = TableColumnMappingMode::BY_FIELD_ID}); + ASSERT_TRUE(v2_mapper.create_mapping({table_struct}, {}, {file_v2}).ok()); + FileScanRequest v2_request; + ASSERT_TRUE(v2_mapper.create_scan_request({}, {}, {table_struct}, &v2_request).ok()); + + const auto& v2_mapping = v2_mapper.mappings()[0]; + ASSERT_EQ(v2_mapping.child_mappings.size(), 3); + EXPECT_EQ(*v2_mapping.child_mappings[0].file_local_id, 1); + EXPECT_EQ(*v2_mapping.child_mappings[1].file_local_id, 0); + EXPECT_EQ(*v2_mapping.child_mappings[2].file_local_id, 2); + ASSERT_EQ(v2_request.non_predicate_columns.size(), 1); + EXPECT_EQ(v2_request.non_predicate_columns[0].column_id(), LocalColumnId(8)); + EXPECT_TRUE(v2_request.non_predicate_columns[0].project_all_children); +} + +TEST(ColumnMapperSchemaEvolutionTest, DroppedStructChildrenAreNotRead) { + const auto int_type = i32(); + const auto string_type = str(); + auto table_a = field_id_col("a", 1, int_type); + auto table_struct = struct_col("s", 10, {table_a}); + + auto file_a = field_id_col("a", 1, int_type, 0); + auto file_b = field_id_col("b", 2, string_type, 1); + auto file_c = field_id_col("c", 3, int_type, 2); + auto file_struct = struct_col("s", 10, {file_a, file_b, file_c}, 5); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_FIELD_ID}); + ASSERT_TRUE(mapper.create_mapping({table_struct}, {}, {file_struct}).ok()); + + FileScanRequest request; + ASSERT_TRUE(mapper.create_scan_request({}, {}, {table_struct}, &request).ok()); + + ASSERT_EQ(request.non_predicate_columns.size(), 1); + const auto& projection = request.non_predicate_columns[0]; + EXPECT_EQ(projection.column_id(), LocalColumnId(5)); + ASSERT_FALSE(projection.project_all_children); + EXPECT_EQ(projection_ids(projection.children), std::vector({0})); +} + +TEST(ColumnMapperSchemaEvolutionTest, ReusedMapperClearsSplitLocalConstantsAndFileIds) { + const auto int_type = i32(); + auto id = name_col("id", int_type); + auto added = name_col("added", int_type); + added.default_expr = + VExprContext::create_shared(literal(int_type, Field::create_field(7))); + const std::vector table_schema = {id, added}; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping(table_schema, {}, {name_col("id", int_type, 0)}).ok()); + ASSERT_EQ(mapper.mappings().size(), 2); + EXPECT_EQ(*mapper.mappings()[0].file_local_id, 0); + expect_constant(mapper, mapper.mappings()[1], 1, int_type); + + ASSERT_TRUE(mapper.create_mapping(table_schema, {}, + {name_col("id", int_type, 3), name_col("added", int_type, 4)}) + .ok()); + ASSERT_EQ(mapper.mappings().size(), 2); + EXPECT_EQ(*mapper.mappings()[0].file_local_id, 3); + EXPECT_EQ(*mapper.mappings()[1].file_local_id, 4); + EXPECT_TRUE(mapper.constant_map().empty()); +} + +// ---------------------------------------------------------------------- +// L2 cast-aware filter localization tests. +// These tests belong to TableColumnMapper rather than Cast: they assert when the mapper builds +// projection casts, rewrites table predicates to file-local slot casts, converts literals to the +// current split's file type, and keeps repeated scan-request rewrites idempotent. +// ---------------------------------------------------------------------- + +// Scenario: table/file primitive types differ, so the visible mapping must build a cast projection. +TEST_F(ColumnMapperCastTest, ColumnMapperBuildsCastProjectionForTypeMismatch) { + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + auto table_column = name_col("value", i64()); + std::vector projected_columns {table_column}; + + auto file_field = name_col("value", i32(), 0); + std::vector file_schema {file_field}; + + auto status = mapper.create_mapping(projected_columns, {}, file_schema); + ASSERT_TRUE(status.ok()) << status; + ASSERT_EQ(mapper.mappings().size(), 1); + FileScanRequest file_request; + status = mapper.create_scan_request({}, {}, projected_columns, &file_request); + ASSERT_TRUE(status.ok()) << status; + const auto& mapping = mapper.mappings()[0]; + EXPECT_FALSE(mapping.is_trivial); + ASSERT_NE(mapping.projection, nullptr); + + Block block; + block.insert(ColumnHelper::create_column_with_name({11, 22})); + int result_column_id = -1; + status = prepare_open_execute(mapping.projection.get(), &block, &result_column_id); + ASSERT_TRUE(status.ok()) << status; + + const auto& result_column = + assert_cast(*block.get_by_position(result_column_id).column); + EXPECT_EQ(result_column.get_data()[0], 11); + EXPECT_EQ(result_column.get_data()[1], 22); + + mapping.projection->close(); +} + +// Scenario: equivalent table/file types keep the mapping trivial and avoid unnecessary projection casts. +TEST_F(ColumnMapperCastTest, ColumnMapperTreatsEquivalentTypesAsTrivial) { + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + auto table_column = name_col("value", i32()); + std::vector projected_columns {table_column}; + + auto file_field = name_col("value", i32(), 0); + std::vector file_schema {file_field}; + + auto status = mapper.create_mapping(projected_columns, {}, file_schema); + ASSERT_TRUE(status.ok()) << status; + ASSERT_EQ(mapper.mappings().size(), 1); + EXPECT_TRUE(mapper.mappings()[0].is_trivial); +} + +// Scenario: a table predicate on a widened type is localized by casting the file slot to table type. +TEST_F(ColumnMapperCastTest, ColumnMapperBuildsCastFilterForTypeMismatch) { + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + auto table_column = name_col("value", i64()); + std::vector projected_columns {table_column}; + + auto file_field = name_col("value", i32(), 0); + std::vector file_schema {file_field}; + + auto status = mapper.create_mapping(projected_columns, {}, file_schema); + ASSERT_TRUE(status.ok()) << status; + + auto predicate = std::make_shared(15); + predicate->add_child(VSlotRef::create_shared(0, 0, -1, table_column.type, "value")); + TableFilter table_filter; + table_filter.conjunct = VExprContext::create_shared(predicate); + table_filter.global_indices = {GlobalIndex(0)}; + + FileScanRequest file_request; + ASSERT_TRUE( + mapper.create_scan_request({table_filter}, {}, projected_columns, &file_request, &state) + .ok()); + ASSERT_EQ(file_request.conjuncts.size(), 1); + ASSERT_EQ(projection_ids(file_request.predicate_columns), std::vector({0})); + const auto& localized_expr = file_request.conjuncts[0]->root(); + ASSERT_EQ(localized_expr->get_num_children(), 1); + const auto& localized_child = localized_expr->children()[0]; + ASSERT_NE(dynamic_cast(localized_child.get()), nullptr); + ASSERT_EQ(localized_child->get_num_children(), 1); + const auto* localized_slot = assert_cast(localized_child->children()[0].get()); + EXPECT_EQ(localized_slot->column_id(), 0); + EXPECT_TRUE(localized_slot->data_type()->equals(*file_field.type)); + EXPECT_TRUE(localized_child->data_type()->equals(*table_column.type)); + + Block block; + block.insert(ColumnHelper::create_column_with_name({11, 22})); + auto* conjunct = file_request.conjuncts[0].get(); + status = conjunct->prepare(&state, RowDescriptor()); + ASSERT_TRUE(status.ok()) << status; + status = conjunct->open(&state); + ASSERT_TRUE(status.ok()) << status; + IColumn::Filter filter(block.rows(), 1); + bool can_filter_all = false; + status = conjunct->execute_filter(&block, filter.data(), block.rows(), false, &can_filter_all); + ASSERT_TRUE(status.ok()) << status; + EXPECT_FALSE(can_filter_all); + ASSERT_EQ(filter.size(), 2); + EXPECT_EQ(filter[0], 0); + EXPECT_EQ(filter[1], 1); + + file_request.conjuncts[0]->close(); +} + +// Scenario: an already prepared table filter can still be cloned, rewritten, prepared, and opened as a file-local filter. +TEST_F(ColumnMapperCastTest, ColumnMapperRepreparesRewrittenPreparedFilter) { + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + auto table_column = name_col("value", i64()); + std::vector projected_columns {table_column}; + + auto file_field = name_col("value", i32(), 0); + std::vector file_schema {file_field}; + + auto status = mapper.create_mapping(projected_columns, {}, file_schema); + ASSERT_TRUE(status.ok()) << status; + + auto cast = Cast::create_shared(table_column.type); + cast->add_child(VSlotRef::create_shared(0, 0, -1, table_column.type, "value")); + TableFilter table_filter; + table_filter.conjunct = VExprContext::create_shared(cast); + table_filter.global_indices = {GlobalIndex(0)}; + status = table_filter.conjunct->prepare(&state, RowDescriptor()); + ASSERT_TRUE(status.ok()) << status; + status = table_filter.conjunct->open(&state); + ASSERT_TRUE(status.ok()) << status; + + FileScanRequest file_request; + ASSERT_TRUE( + mapper.create_scan_request({table_filter}, {}, projected_columns, &file_request, &state) + .ok()); + ASSERT_EQ(file_request.conjuncts.size(), 1); + const auto& localized_expr = file_request.conjuncts[0]->root(); + ASSERT_NE(dynamic_cast(localized_expr.get()), nullptr); + ASSERT_EQ(localized_expr->get_num_children(), 1); + const auto* localized_slot = assert_cast(localized_expr->children()[0].get()); + EXPECT_EQ(localized_slot->column_id(), 0); + EXPECT_TRUE(localized_slot->data_type()->equals(*file_field.type)); + + status = file_request.conjuncts[0]->prepare(&state, RowDescriptor()); + ASSERT_TRUE(status.ok()) << status; + status = file_request.conjuncts[0]->open(&state); + ASSERT_TRUE(status.ok()) << status; + + file_request.conjuncts[0]->close(); +} + +// Scenario: slot-literal comparison rewrites the literal to the current file type when conversion is safe. +TEST_F(ColumnMapperCastTest, ColumnMapperCastsLiteralForSlotLiteralPredicateTypeMismatch) { + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + auto table_column = name_col("value", i64()); + std::vector projected_columns {table_column}; + + auto file_field = name_col("value", i32(), 0); + std::vector file_schema {file_field}; + + auto status = mapper.create_mapping(projected_columns, {}, file_schema); + ASSERT_TRUE(status.ok()) << status; + + auto predicate = std::make_shared(TExprOpcode::GT); + predicate->add_child(VSlotRef::create_shared(0, 0, -1, table_column.type, "value")); + predicate->add_child( + VLiteral::create_shared(table_column.type, Field::create_field(15))); + TableFilter table_filter; + table_filter.conjunct = VExprContext::create_shared(predicate); + table_filter.global_indices = {GlobalIndex(0)}; + + FileScanRequest file_request; + ASSERT_TRUE( + mapper.create_scan_request({table_filter}, {}, projected_columns, &file_request, &state) + .ok()); + ASSERT_EQ(file_request.conjuncts.size(), 1); + ASSERT_EQ(projection_ids(file_request.predicate_columns), std::vector({0})); + const auto& localized_expr = file_request.conjuncts[0]->root(); + ASSERT_EQ(localized_expr->get_num_children(), 2); + const auto* localized_slot = assert_cast(localized_expr->children()[0].get()); + EXPECT_EQ(localized_slot->column_id(), 0); + EXPECT_TRUE(localized_slot->data_type()->equals(*file_field.type)); + const auto& localized_literal = localized_expr->children()[1]; + EXPECT_TRUE(localized_literal->is_literal()); + EXPECT_TRUE(localized_literal->data_type()->equals(*file_field.type)); + + Block block; + block.insert(ColumnHelper::create_column_with_name({11, 22})); + auto* conjunct = file_request.conjuncts[0].get(); + status = conjunct->prepare(&state, RowDescriptor()); + ASSERT_TRUE(status.ok()) << status; + status = conjunct->open(&state); + ASSERT_TRUE(status.ok()) << status; + IColumn::Filter filter(block.rows(), 1); + bool can_filter_all = false; + status = conjunct->execute_filter(&block, filter.data(), block.rows(), false, &can_filter_all); + ASSERT_TRUE(status.ok()) << status; + EXPECT_FALSE(can_filter_all); + ASSERT_EQ(filter.size(), 2); + EXPECT_EQ(filter[0], 0); + EXPECT_EQ(filter[1], 1); + + file_request.conjuncts[0]->close(); +} + +// Scenario: literal-slot comparison also rewrites the literal side and preserves operand order. +TEST_F(ColumnMapperCastTest, ColumnMapperCastsLiteralForLiteralSlotPredicateTypeMismatch) { + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + auto table_column = name_col("value", i64()); + std::vector projected_columns {table_column}; + + auto file_field = name_col("value", i32(), 0); + std::vector file_schema {file_field}; + + auto status = mapper.create_mapping(projected_columns, {}, file_schema); + ASSERT_TRUE(status.ok()) << status; + + auto predicate = std::make_shared(TExprOpcode::LT); + predicate->add_child( + VLiteral::create_shared(table_column.type, Field::create_field(15))); + predicate->add_child(VSlotRef::create_shared(0, 0, -1, table_column.type, "value")); + TableFilter table_filter; + table_filter.conjunct = VExprContext::create_shared(predicate); + table_filter.global_indices = {GlobalIndex(0)}; + + FileScanRequest file_request; + ASSERT_TRUE( + mapper.create_scan_request({table_filter}, {}, projected_columns, &file_request, &state) + .ok()); + ASSERT_EQ(file_request.conjuncts.size(), 1); + const auto& localized_expr = file_request.conjuncts[0]->root(); + ASSERT_EQ(localized_expr->get_num_children(), 2); + const auto& localized_literal = localized_expr->children()[0]; + EXPECT_TRUE(localized_literal->is_literal()); + EXPECT_TRUE(localized_literal->data_type()->equals(*file_field.type)); + const auto* localized_slot = assert_cast(localized_expr->children()[1].get()); + EXPECT_EQ(localized_slot->column_id(), 0); + EXPECT_TRUE(localized_slot->data_type()->equals(*file_field.type)); + + Block block; + block.insert(ColumnHelper::create_column_with_name({11, 22})); + auto* conjunct = file_request.conjuncts[0].get(); + status = conjunct->prepare(&state, RowDescriptor()); + ASSERT_TRUE(status.ok()) << status; + status = conjunct->open(&state); + ASSERT_TRUE(status.ok()) << status; + IColumn::Filter filter(block.rows(), 1); + bool can_filter_all = false; + status = conjunct->execute_filter(&block, filter.data(), block.rows(), false, &can_filter_all); + ASSERT_TRUE(status.ok()) << status; + EXPECT_FALSE(can_filter_all); + ASSERT_EQ(filter.size(), 2); + EXPECT_EQ(filter[0], 0); + EXPECT_EQ(filter[1], 1); + + file_request.conjuncts[0]->close(); +} + +// Scenario: IN predicate literals are all rewritten to file type when every literal conversion is safe. +TEST_F(ColumnMapperCastTest, ColumnMapperCastsInPredicateLiteralsForTypeMismatch) { + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + auto table_column = name_col("value", i64()); + std::vector projected_columns {table_column}; + + auto file_field = name_col("value", i32(), 0); + std::vector file_schema {file_field}; + + auto status = mapper.create_mapping(projected_columns, {}, file_schema); + ASSERT_TRUE(status.ok()) << status; + + auto predicate = create_in_predicate(); + predicate->add_child(VSlotRef::create_shared(0, 0, -1, table_column.type, "value")); + predicate->add_child( + VLiteral::create_shared(table_column.type, Field::create_field(15))); + predicate->add_child( + VLiteral::create_shared(table_column.type, Field::create_field(22))); + TableFilter table_filter; + table_filter.conjunct = VExprContext::create_shared(predicate); + table_filter.global_indices = {GlobalIndex(0)}; + + FileScanRequest file_request; + ASSERT_TRUE( + mapper.create_scan_request({table_filter}, {}, projected_columns, &file_request, &state) + .ok()); + ASSERT_EQ(file_request.conjuncts.size(), 1); + ASSERT_EQ(projection_ids(file_request.predicate_columns), std::vector({0})); + const auto& localized_expr = file_request.conjuncts[0]->root(); + ASSERT_EQ(localized_expr->get_num_children(), 3); + const auto* localized_slot = assert_cast(localized_expr->children()[0].get()); + EXPECT_EQ(localized_slot->column_id(), 0); + EXPECT_TRUE(localized_slot->data_type()->equals(*file_field.type)); + EXPECT_TRUE(localized_expr->children()[1]->is_literal()); + EXPECT_TRUE(localized_expr->children()[1]->data_type()->equals(*file_field.type)); + EXPECT_TRUE(localized_expr->children()[2]->is_literal()); + EXPECT_TRUE(localized_expr->children()[2]->data_type()->equals(*file_field.type)); +} + +// Scenario: IN predicate falls back to casting the file slot when any literal cannot be converted safely. +TEST_F(ColumnMapperCastTest, ColumnMapperFallsBackToSlotCastWhenInPredicateLiteralRewriteFails) { + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + auto table_column = name_col("value", str()); + std::vector projected_columns {table_column}; + + auto file_field = name_col("value", i32(), 0); + std::vector file_schema {file_field}; + + auto status = mapper.create_mapping(projected_columns, {}, file_schema); + ASSERT_TRUE(status.ok()) << status; + + auto predicate = create_in_predicate(); + predicate->add_child(VSlotRef::create_shared(0, 0, -1, table_column.type, "value")); + predicate->add_child( + VLiteral::create_shared(table_column.type, Field::create_field("10"))); + predicate->add_child( + VLiteral::create_shared(table_column.type, Field::create_field("bad"))); + TableFilter table_filter; + table_filter.conjunct = VExprContext::create_shared(predicate); + table_filter.global_indices = {GlobalIndex(0)}; + + FileScanRequest file_request; + ASSERT_TRUE( + mapper.create_scan_request({table_filter}, {}, projected_columns, &file_request, &state) + .ok()); + ASSERT_EQ(file_request.conjuncts.size(), 1); + const auto& localized_expr = file_request.conjuncts[0]->root(); + ASSERT_EQ(localized_expr->get_num_children(), 3); + const auto& localized_child = localized_expr->children()[0]; + ASSERT_NE(dynamic_cast(localized_child.get()), nullptr); + ASSERT_EQ(localized_child->get_num_children(), 1); + const auto* localized_slot = assert_cast(localized_child->children()[0].get()); + EXPECT_EQ(localized_slot->column_id(), 0); + EXPECT_TRUE(localized_slot->data_type()->equals(*file_field.type)); + EXPECT_TRUE(localized_child->data_type()->equals(*table_column.type)); + EXPECT_TRUE(localized_expr->children()[1]->is_literal()); + EXPECT_TRUE(localized_expr->children()[1]->data_type()->equals(*table_column.type)); + EXPECT_TRUE(localized_expr->children()[2]->is_literal()); + EXPECT_TRUE(localized_expr->children()[2]->data_type()->equals(*table_column.type)); +} + +// Scenario: split-local IN literal rewrites do not mutate the original table filter across different file schemas. +TEST_F(ColumnMapperCastTest, ColumnMapperDoesNotLeakRewrittenInPredicateLiteralAcrossSplits) { + auto table_column = name_col("value", i64()); + std::vector projected_columns {table_column}; + + auto predicate = create_in_predicate(); + predicate->add_child(VSlotRef::create_shared(0, 0, -1, table_column.type, "value")); + predicate->add_child( + VLiteral::create_shared(table_column.type, Field::create_field(15))); + predicate->add_child( + VLiteral::create_shared(table_column.type, Field::create_field(22))); + TableFilter table_filter; + table_filter.conjunct = VExprContext::create_shared(predicate); + table_filter.global_indices = {GlobalIndex(0)}; + + auto int_file_field = name_col("value", i32(), 0); + TableColumnMapper int_mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(int_mapper.create_mapping(projected_columns, {}, {int_file_field}).ok()); + FileScanRequest int_request; + ASSERT_TRUE(int_mapper + .create_scan_request({table_filter}, {}, projected_columns, &int_request, + &state) + .ok()); + ASSERT_EQ(int_request.conjuncts.size(), 1); + const auto& int_localized_expr = int_request.conjuncts[0]->root(); + ASSERT_EQ(int_localized_expr->get_num_children(), 3); + EXPECT_TRUE(int_localized_expr->children()[1]->is_literal()); + EXPECT_TRUE(int_localized_expr->children()[1]->data_type()->equals(*int_file_field.type)); + EXPECT_TRUE(int_localized_expr->children()[2]->is_literal()); + EXPECT_TRUE(int_localized_expr->children()[2]->data_type()->equals(*int_file_field.type)); + + auto bigint_file_field = name_col("value", i64(), 0); + TableColumnMapper bigint_mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(bigint_mapper.create_mapping(projected_columns, {}, {bigint_file_field}).ok()); + FileScanRequest bigint_request; + ASSERT_TRUE(bigint_mapper + .create_scan_request({table_filter}, {}, projected_columns, &bigint_request, + &state) + .ok()); + ASSERT_EQ(bigint_request.conjuncts.size(), 1); + const auto& bigint_localized_expr = bigint_request.conjuncts[0]->root(); + ASSERT_EQ(bigint_localized_expr->get_num_children(), 3); + const auto* localized_slot = + assert_cast(bigint_localized_expr->children()[0].get()); + EXPECT_EQ(localized_slot->column_id(), 0); + EXPECT_TRUE(localized_slot->data_type()->equals(*bigint_file_field.type)); + EXPECT_TRUE(bigint_localized_expr->children()[1]->is_literal()); + EXPECT_TRUE(bigint_localized_expr->children()[1]->data_type()->equals(*bigint_file_field.type)); + EXPECT_TRUE(bigint_localized_expr->children()[2]->is_literal()); + EXPECT_TRUE(bigint_localized_expr->children()[2]->data_type()->equals(*bigint_file_field.type)); +} + +// Scenario: binary predicate falls back to casting the file slot when literal conversion fails. +TEST_F(ColumnMapperCastTest, ColumnMapperFallsBackToSlotCastWhenLiteralRewriteFails) { + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + auto table_column = name_col("value", str()); + std::vector projected_columns {table_column}; + + auto file_field = name_col("value", i32(), 0); + std::vector file_schema {file_field}; + + auto status = mapper.create_mapping(projected_columns, {}, file_schema); + ASSERT_TRUE(status.ok()) << status; + + auto predicate = std::make_shared(TExprOpcode::GT); + predicate->add_child(VSlotRef::create_shared(0, 0, -1, table_column.type, "value")); + predicate->add_child( + VLiteral::create_shared(table_column.type, Field::create_field("bad"))); + TableFilter table_filter; + table_filter.conjunct = VExprContext::create_shared(predicate); + table_filter.global_indices = {GlobalIndex(0)}; + + FileScanRequest file_request; + ASSERT_TRUE( + mapper.create_scan_request({table_filter}, {}, projected_columns, &file_request, &state) + .ok()); + ASSERT_EQ(file_request.conjuncts.size(), 1); + const auto& localized_expr = file_request.conjuncts[0]->root(); + ASSERT_EQ(localized_expr->get_num_children(), 2); + const auto& localized_child = localized_expr->children()[0]; + ASSERT_NE(dynamic_cast(localized_child.get()), nullptr); + ASSERT_EQ(localized_child->get_num_children(), 1); + const auto* localized_slot = assert_cast(localized_child->children()[0].get()); + EXPECT_EQ(localized_slot->column_id(), 0); + EXPECT_TRUE(localized_slot->data_type()->equals(*file_field.type)); + EXPECT_TRUE(localized_child->data_type()->equals(*table_column.type)); + EXPECT_TRUE(localized_expr->children()[1]->is_literal()); + EXPECT_TRUE(localized_expr->children()[1]->data_type()->equals(*table_column.type)); +} + +// Scenario: split-local binary literal rewrite does not leak into a later split with a different file type. +TEST_F(ColumnMapperCastTest, ColumnMapperDoesNotLeakRewrittenLiteralAcrossSplits) { + auto table_column = name_col("value", i64()); + std::vector projected_columns {table_column}; + + auto predicate = std::make_shared(TExprOpcode::GT); + predicate->add_child(VSlotRef::create_shared(0, 0, -1, table_column.type, "value")); + predicate->add_child( + VLiteral::create_shared(table_column.type, Field::create_field(15))); + TableFilter table_filter; + table_filter.conjunct = VExprContext::create_shared(predicate); + table_filter.global_indices = {GlobalIndex(0)}; + + auto int_file_field = name_col("value", i32(), 0); + TableColumnMapper int_mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(int_mapper.create_mapping(projected_columns, {}, {int_file_field}).ok()); + FileScanRequest int_request; + ASSERT_TRUE(int_mapper + .create_scan_request({table_filter}, {}, projected_columns, &int_request, + &state) + .ok()); + ASSERT_EQ(int_request.conjuncts.size(), 1); + const auto& int_localized_expr = int_request.conjuncts[0]->root(); + ASSERT_EQ(int_localized_expr->get_num_children(), 2); + EXPECT_TRUE(int_localized_expr->children()[1]->is_literal()); + EXPECT_TRUE(int_localized_expr->children()[1]->data_type()->equals(*int_file_field.type)); + + auto bigint_file_field = name_col("value", i64(), 0); + TableColumnMapper bigint_mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(bigint_mapper.create_mapping(projected_columns, {}, {bigint_file_field}).ok()); + FileScanRequest bigint_request; + ASSERT_TRUE(bigint_mapper + .create_scan_request({table_filter}, {}, projected_columns, &bigint_request, + &state) + .ok()); + ASSERT_EQ(bigint_request.conjuncts.size(), 1); + const auto& bigint_localized_expr = bigint_request.conjuncts[0]->root(); + ASSERT_EQ(bigint_localized_expr->get_num_children(), 2); + const auto* localized_slot = + assert_cast(bigint_localized_expr->children()[0].get()); + EXPECT_EQ(localized_slot->column_id(), 0); + EXPECT_TRUE(localized_slot->data_type()->equals(*bigint_file_field.type)); + EXPECT_TRUE(bigint_localized_expr->children()[1]->is_literal()); + EXPECT_TRUE(bigint_localized_expr->children()[1]->data_type()->equals(*bigint_file_field.type)); +} + +// Scenario: an explicit user/table cast is preserved while the underlying slot is localized correctly. +TEST_F(ColumnMapperCastTest, ColumnMapperKeepsExplicitSlotCastInSlotLiteralPredicate) { + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + auto table_column = name_col("value", i64()); + std::vector projected_columns {table_column}; + + auto file_field = name_col("value", i32(), 0); + std::vector file_schema {file_field}; + + auto status = mapper.create_mapping(projected_columns, {}, file_schema); + ASSERT_TRUE(status.ok()) << status; + + auto explicit_cast = Cast::create_shared(std::make_shared()); + explicit_cast->add_child(VSlotRef::create_shared(0, 0, -1, table_column.type, "value")); + auto predicate = std::make_shared(TExprOpcode::GT); + predicate->add_child(explicit_cast); + predicate->add_child( + VLiteral::create_shared(table_column.type, Field::create_field(15))); + TableFilter table_filter; + table_filter.conjunct = VExprContext::create_shared(predicate); + table_filter.global_indices = {GlobalIndex(0)}; + + FileScanRequest file_request; + ASSERT_TRUE( + mapper.create_scan_request({table_filter}, {}, projected_columns, &file_request, &state) + .ok()); + ASSERT_EQ(file_request.conjuncts.size(), 1); + const auto& localized_expr = file_request.conjuncts[0]->root(); + ASSERT_EQ(localized_expr->get_num_children(), 2); + const auto& localized_cast = localized_expr->children()[0]; + ASSERT_NE(dynamic_cast(localized_cast.get()), nullptr); + EXPECT_TRUE(localized_cast->data_type()->equals(DataTypeString())); + ASSERT_EQ(localized_cast->get_num_children(), 1); + ASSERT_NE(dynamic_cast(localized_cast->children()[0].get()), nullptr); + const auto* localized_slot = + assert_cast(localized_cast->children()[0]->children()[0].get()); + EXPECT_EQ(localized_slot->column_id(), 0); + EXPECT_TRUE(localized_slot->data_type()->equals(*file_field.type)); +} + +// Scenario: repeated scan request creation stays idempotent and does not wrap Cast(Cast(slot)). +TEST_F(ColumnMapperCastTest, ColumnMapperDoesNotNestCastFilterAcrossScanRequests) { + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + auto table_column = name_col("value", i64()); + std::vector projected_columns {table_column}; + + auto file_field = name_col("value", i32(), 0); + std::vector file_schema {file_field}; + + auto status = mapper.create_mapping(projected_columns, {}, file_schema); + ASSERT_TRUE(status.ok()) << status; + + auto predicate = std::make_shared(15); + predicate->add_child(VSlotRef::create_shared(0, 0, -1, table_column.type, "value")); + TableFilter table_filter; + table_filter.conjunct = VExprContext::create_shared(predicate); + table_filter.global_indices = {GlobalIndex(0)}; + + FileScanRequest first_request; + ASSERT_TRUE(mapper.create_scan_request({table_filter}, {}, projected_columns, &first_request, + &state) + .ok()); + FileScanRequest second_request; + ASSERT_TRUE(mapper.create_scan_request({table_filter}, {}, projected_columns, &second_request, + &state) + .ok()); + + ASSERT_EQ(second_request.conjuncts.size(), 1); + const auto& localized_expr = second_request.conjuncts[0]->root(); + ASSERT_EQ(localized_expr->get_num_children(), 1); + const auto& localized_child = localized_expr->children()[0]; + ASSERT_NE(dynamic_cast(localized_child.get()), nullptr); + ASSERT_EQ(localized_child->get_num_children(), 1); + const auto* localized_slot = assert_cast(localized_child->children()[0].get()); + EXPECT_EQ(localized_slot->column_id(), 0); +} + +// Scenario: a filter cloned from a previous cast rewrite is adjusted to the next split's matching file type. +TEST_F(ColumnMapperCastTest, ColumnMapperRewritesPreviousCastFilterToMatchingSplitType) { + auto table_column = name_col("value", i64()); + std::vector projected_columns {table_column}; + + auto predicate = std::make_shared(15); + predicate->add_child(VSlotRef::create_shared(0, 0, -1, table_column.type, "value")); + TableFilter table_filter; + table_filter.conjunct = VExprContext::create_shared(predicate); + table_filter.global_indices = {GlobalIndex(0)}; + + auto int_file_field = name_col("value", i32(), 0); + + TableColumnMapper int_mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(int_mapper.create_mapping(projected_columns, {}, {int_file_field}).ok()); + FileScanRequest int_request; + ASSERT_TRUE(int_mapper + .create_scan_request({table_filter}, {}, projected_columns, &int_request, + &state) + .ok()); + + const auto& int_localized_expr = int_request.conjuncts[0]->root(); + ASSERT_EQ(int_localized_expr->get_num_children(), 1); + ASSERT_NE(dynamic_cast(int_localized_expr->children()[0].get()), nullptr); + + auto bigint_file_field = name_col("value", i64(), 0); + + TableColumnMapper bigint_mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(bigint_mapper.create_mapping(projected_columns, {}, {bigint_file_field}).ok()); + FileScanRequest bigint_request; + ASSERT_TRUE(bigint_mapper + .create_scan_request({table_filter}, {}, projected_columns, &bigint_request, + &state) + .ok()); + + const auto& bigint_localized_expr = bigint_request.conjuncts[0]->root(); + ASSERT_EQ(bigint_localized_expr->get_num_children(), 1); + const auto& bigint_localized_child = bigint_localized_expr->children()[0]; + const auto* localized_slot = assert_cast(bigint_localized_child.get()); + EXPECT_EQ(localized_slot->column_id(), 0); + EXPECT_TRUE(localized_slot->data_type()->equals(*bigint_file_field.type)); + + Block block; + block.insert(ColumnHelper::create_column_with_name({11, 22})); + auto* conjunct = bigint_request.conjuncts[0].get(); + auto status = conjunct->prepare(&state, RowDescriptor()); + ASSERT_TRUE(status.ok()) << status; + status = conjunct->open(&state); + ASSERT_TRUE(status.ok()) << status; + IColumn::Filter filter(block.rows(), 1); + bool can_filter_all = false; + status = conjunct->execute_filter(&block, filter.data(), block.rows(), false, &can_filter_all); + ASSERT_TRUE(status.ok()) << status; + EXPECT_FALSE(can_filter_all); + ASSERT_EQ(filter.size(), 2); + EXPECT_EQ(filter[0], 0); + EXPECT_EQ(filter[1], 1); + conjunct->close(); +} + +// Scenario: localized slot keeps table slot id while column id tracks the file block position. +TEST_F(ColumnMapperCastTest, ColumnMapperKeepsTableSlotIdWhenFileBlockPositionChanges) { + auto table_column = name_col("value", i64()); + std::vector projected_columns {table_column}; + + auto file_field = name_col("value", i64(), 10); + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + ASSERT_TRUE(mapper.create_mapping(projected_columns, {}, {file_field}).ok()); + + auto predicate = std::make_shared(15); + predicate->add_child(VSlotRef::create_shared(7, 0, -1, table_column.type, "value")); + TableFilter table_filter; + table_filter.conjunct = VExprContext::create_shared(predicate); + table_filter.global_indices = {GlobalIndex(0)}; + + FileScanRequest first_request; + ASSERT_TRUE(mapper.localize_filters({table_filter}, {}, &first_request, &state).ok()); + ASSERT_EQ(first_request.conjuncts.size(), 1); + const auto* first_slot = + assert_cast(first_request.conjuncts[0]->root()->children()[0].get()); + EXPECT_EQ(first_slot->slot_id(), 7); + EXPECT_EQ(first_slot->column_id(), 0); + + FileScanRequest second_request; + second_request.local_positions.emplace(LocalColumnId(9), LocalIndex(0)); + second_request.local_positions.emplace(LocalColumnId(10), LocalIndex(1)); + second_request.non_predicate_columns.push_back(LocalColumnIndex::top_level(LocalColumnId(9))); + ASSERT_TRUE(mapper.localize_filters({table_filter}, {}, &second_request, &state).ok()); + ASSERT_EQ(second_request.conjuncts.size(), 1); + const auto* second_slot = + assert_cast(second_request.conjuncts[0]->root()->children()[0].get()); + EXPECT_EQ(second_slot->slot_id(), 7); + EXPECT_EQ(second_slot->column_id(), 1); + + Block block; + block.insert(ColumnHelper::create_column_with_name({100, 100})); + block.insert(ColumnHelper::create_column_with_name({11, 22})); + auto* conjunct = second_request.conjuncts[0].get(); + auto status = conjunct->prepare(&state, RowDescriptor()); + ASSERT_TRUE(status.ok()) << status; + status = conjunct->open(&state); + ASSERT_TRUE(status.ok()) << status; + IColumn::Filter filter(block.rows(), 1); + bool can_filter_all = false; + status = conjunct->execute_filter(&block, filter.data(), block.rows(), false, &can_filter_all); + ASSERT_TRUE(status.ok()) << status; + EXPECT_FALSE(can_filter_all); + ASSERT_EQ(filter.size(), 2); + EXPECT_EQ(filter[0], 0); + EXPECT_EQ(filter[1], 1); + conjunct->close(); +} + +} // namespace +} // namespace doris::format diff --git a/be/test/format_v2/delimited_text/csv_reader_test.cpp b/be/test/format_v2/delimited_text/csv_reader_test.cpp new file mode 100644 index 00000000000000..7c787de7f8c09a --- /dev/null +++ b/be/test/format_v2/delimited_text/csv_reader_test.cpp @@ -0,0 +1,1070 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/delimited_text/csv_reader.h" + +#include + +#include +#include +#include +#include + +#include "common/consts.h" +#include "common/object_pool.h" +#include "core/assert_cast.h" +#include "core/block/block.h" +#include "core/column/column_nullable.h" +#include "core/column/column_string.h" +#include "core/column/column_struct.h" +#include "core/column/column_vector.h" +#include "core/data_type/data_type_array.h" +#include "core/data_type/data_type_map.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" +#include "core/data_type/data_type_struct.h" +#include "exprs/vexpr.h" +#include "exprs/vexpr_context.h" +#include "format_v2/column_mapper.h" +#include "io/io_common.h" +#include "runtime/runtime_profile.h" +#include "testutil/desc_tbl_builder.h" +#include "testutil/mock/mock_runtime_state.h" + +namespace doris::format::csv { +namespace { + +TFileScanRangeParams csv_scan_params() { + TFileScanRangeParams params; + params.__set_format_type(TFileFormatType::FORMAT_CSV_PLAIN); + params.__set_file_type(TFileType::FILE_LOCAL); + TFileAttributes attributes; + TFileTextScanRangeParams text_params; + text_params.__set_column_separator(","); + text_params.__set_line_delimiter("\n"); + attributes.__set_text_params(std::move(text_params)); + attributes.__set_header_type(BeConsts::CSV_WITH_NAMES); + params.__set_file_attributes(std::move(attributes)); + params.__set_column_idxs({0, 1, 2}); + return params; +} + +std::unique_ptr file_description(const std::string& path, + int64_t range_start_offset = 0, + int64_t range_size = -1) { + auto desc = std::make_unique(); + desc->path = path; + desc->range_start_offset = range_start_offset; + desc->range_size = range_size; + desc->file_size = static_cast(std::filesystem::file_size(path)); + return desc; +} + +std::unique_ptr unknown_size_file_description(const std::string& path) { + auto desc = std::make_unique(); + desc->path = path; + desc->range_start_offset = 0; + desc->range_size = -1; + desc->file_size = -1; + return desc; +} + +std::vector build_slots(ObjectPool* pool) { + DescriptorTblBuilder builder(pool); + builder.declare_tuple() + << TupleDescBuilder::SlotType {make_nullable(std::make_shared()), "id"} + << TupleDescBuilder::SlotType {make_nullable(std::make_shared()), + "name"} + << TupleDescBuilder::SlotType {make_nullable(std::make_shared()), + "score"}; + auto* desc_tbl = builder.build(); + return desc_tbl->get_tuple_descriptor(0)->slots(); +} + +SlotDescriptor* make_test_slot(ObjectPool* pool, int slot_id, int slot_idx, DataTypePtr type, + const std::string& name) { + TSlotDescriptor slot_desc; + slot_desc.__set_id(slot_id); + slot_desc.__set_parent(0); + slot_desc.__set_slotType(type->to_thrift()); + slot_desc.__set_columnPos(slot_idx); + slot_desc.__set_byteOffset(0); + slot_desc.__set_nullIndicatorByte(slot_idx / 8); + slot_desc.__set_nullIndicatorBit(slot_idx % 8); + slot_desc.__set_slotIdx(slot_idx); + slot_desc.__set_isMaterialized(true); + slot_desc.__set_colName(name); + return pool->add(new SlotDescriptor(slot_desc)); +} + +std::vector build_struct_slots(ObjectPool* pool) { + const auto nullable_int = make_nullable(std::make_shared()); + const auto struct_type = make_nullable(std::make_shared( + DataTypes {nullable_int, nullable_int}, Strings {"a", "b"})); + return {make_test_slot(pool, 0, 0, make_nullable(std::make_shared()), "id"), + make_test_slot(pool, 1, 1, struct_type, "s"), + make_test_slot(pool, 2, 2, make_nullable(std::make_shared()), "score")}; +} + +std::vector build_nested_complex_slots(ObjectPool* pool) { + const auto nullable_int = make_nullable(std::make_shared()); + const auto nullable_string = make_nullable(std::make_shared()); + const auto struct_type = make_nullable(std::make_shared( + DataTypes {nullable_int, nullable_string}, Strings {"a", "b"})); + const auto array_type = make_nullable(std::make_shared(struct_type)); + const auto map_type = + make_nullable(std::make_shared(nullable_string, struct_type)); + return {make_test_slot(pool, 0, 0, make_nullable(std::make_shared()), "id"), + make_test_slot(pool, 1, 1, array_type, "xs"), + make_test_slot(pool, 2, 2, map_type, "kv")}; +} + +std::vector build_char_varchar_slots(ObjectPool* pool) { + const auto nullable_char3 = + make_nullable(std::make_shared(3, PrimitiveType::TYPE_CHAR)); + const auto nullable_varchar4 = + make_nullable(std::make_shared(4, PrimitiveType::TYPE_VARCHAR)); + const auto struct_type = make_nullable(std::make_shared( + DataTypes {nullable_char3, nullable_varchar4}, Strings {"city", "country"})); + return {make_test_slot(pool, 0, 0, make_nullable(std::make_shared()), "id"), + make_test_slot(pool, 1, 1, nullable_char3, "city"), + make_test_slot(pool, 2, 2, struct_type, "region")}; +} + +std::unique_ptr create_reader( + const std::string& path, TFileScanRangeParams* params, + const std::vector& slots, MockRuntimeState* state, RuntimeProfile* profile, + int64_t range_start_offset = 0, int64_t range_size = -1, + TFileCompressType::type range_compress_type = TFileCompressType::UNKNOWN, + std::shared_ptr io_ctx = nullptr) { + auto system_properties = std::make_shared(); + system_properties->system_type = TFileType::FILE_LOCAL; + auto desc = file_description(path, range_start_offset, range_size); + auto reader = std::make_unique(system_properties, desc, std::move(io_ctx), profile, + params, slots, range_compress_type); + EXPECT_TRUE(reader->init(state).ok()); + return reader; +} + +std::unique_ptr create_unknown_size_reader(const std::string& path, + TFileScanRangeParams* params, + const std::vector& slots, + MockRuntimeState* state, + RuntimeProfile* profile) { + auto system_properties = std::make_shared(); + system_properties->system_type = TFileType::FILE_LOCAL; + auto desc = unknown_size_file_description(path); + auto reader = + std::make_unique(system_properties, desc, nullptr, profile, params, slots); + EXPECT_TRUE(reader->init(state).ok()); + return reader; +} + +Block make_block(const std::vector& schema, + const std::vector& local_ids) { + Block block; + for (const auto local_id : local_ids) { + const auto it = std::find_if(schema.begin(), schema.end(), [&](const auto& column) { + return column.local_id == local_id; + }); + EXPECT_TRUE(it != schema.end()); + block.insert({it->type->create_column(), it->type, it->name}); + } + return block; +} + +std::string nullable_string_at(const IColumn& column, size_t row) { + const auto& nullable = assert_cast(column); + const auto& nested = assert_cast(nullable.get_nested_column()); + return nested.get_data_at(row).to_string(); +} + +bool is_null_at(const IColumn& column, size_t row) { + const auto& nullable = assert_cast(column); + return nullable.is_null_at(row); +} + +int32_t nullable_int_at(const IColumn& column, size_t row) { + const auto& nullable = assert_cast(column); + const auto& nested = assert_cast(nullable.get_nested_column()); + return nested.get_data()[row]; +} + +int32_t nullable_struct_int_child_at(const IColumn& column, size_t child_index, size_t row) { + const auto& nullable = assert_cast(column); + const auto& struct_column = assert_cast(nullable.get_nested_column()); + const auto& child_nullable = + assert_cast(struct_column.get_column(child_index)); + const auto& nested = assert_cast(child_nullable.get_nested_column()); + return nested.get_data()[row]; +} + +int64_t counter_value(RuntimeProfile* profile, const std::string& name) { + auto* counter = profile->get_counter(name); + EXPECT_NE(counter, nullptr) << name; + return counter == nullptr ? 0 : counter->value(); +} + +class NullableIntGreaterThanExpr final : public VExpr { +public: + NullableIntGreaterThanExpr(size_t block_position, int32_t value) + : VExpr(std::make_shared(), false), + _block_position(block_position), + _value(value) {} + + const std::string& expr_name() const override { return _name; } + + bool is_constant() const override { return false; } + + Status execute_column_impl(VExprContext*, const Block* block, const Selector* selector, + size_t count, ColumnPtr& result_column) const override { + DORIS_CHECK(block != nullptr); + const auto& nullable = + assert_cast(*block->get_by_position(_block_position).column); + const auto& data = assert_cast(nullable.get_nested_column()); + + auto result = ColumnUInt8::create(); + auto& result_data = result->get_data(); + result_data.resize(count); + for (size_t row = 0; row < count; ++row) { + const auto source_row = selector == nullptr ? row : (*selector)[row]; + result_data[row] = + !nullable.is_null_at(source_row) && data.get_element(source_row) > _value; + } + result_column = std::move(result); + return Status::OK(); + } + + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + *cloned_expr = std::make_shared(_block_position, _value); + return Status::OK(); + } + +private: + size_t _block_position; + int32_t _value; + const std::string _name = "NullableIntGreaterThanExpr"; +}; + +class StructIntChildGreaterThanExpr final : public VExpr { +public: + StructIntChildGreaterThanExpr(size_t block_position, size_t child_index, int32_t value) + : VExpr(std::make_shared(), false), + _block_position(block_position), + _child_index(child_index), + _value(value) {} + + const std::string& expr_name() const override { return _name; } + + bool is_constant() const override { return false; } + + Status execute_column_impl(VExprContext*, const Block* block, const Selector* selector, + size_t count, ColumnPtr& result_column) const override { + DORIS_CHECK(block != nullptr); + const auto& nullable = + assert_cast(*block->get_by_position(_block_position).column); + const auto& struct_column = assert_cast(nullable.get_nested_column()); + const auto& child_nullable = + assert_cast(struct_column.get_column(_child_index)); + const auto& child_data = + assert_cast(child_nullable.get_nested_column()); + + auto result = ColumnUInt8::create(); + auto& data = result->get_data(); + data.resize(count); + for (size_t row = 0; row < count; ++row) { + const auto source_row = selector == nullptr ? row : (*selector)[row]; + data[row] = !nullable.is_null_at(source_row) && + !child_nullable.is_null_at(source_row) && + child_data.get_element(source_row) > _value; + } + result_column = std::move(result); + return Status::OK(); + } + + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + *cloned_expr = std::make_shared(_block_position, + _child_index, _value); + return Status::OK(); + } + +private: + size_t _block_position; + size_t _child_index; + int32_t _value; + const std::string _name = "StructIntChildGreaterThanExpr"; +}; + +VExprContextSPtr prepared_conjunct(RuntimeState* state, const VExprSPtr& expr) { + auto context = VExprContext::create_shared(expr); + auto status = context->prepare(state, RowDescriptor()); + EXPECT_TRUE(status.ok()) << status; + status = context->open(state); + EXPECT_TRUE(status.ok()) << status; + return context; +} + +class CsvV2ReaderTest : public testing::Test { +public: + void SetUp() override { + _test_dir = std::filesystem::temp_directory_path() / "doris_format_v2_csv_reader_test"; + std::filesystem::remove_all(_test_dir); + std::filesystem::create_directories(_test_dir); + _file_path = (_test_dir / "reader.csv").string(); + std::ofstream output(_file_path, std::ios::binary); + output << "id,name,score\n"; + output << "1,alice,10\n"; + output << "2,bob,20\n"; + output.close(); + _slots = build_slots(&_pool); + _params = csv_scan_params(); + } + + void TearDown() override { std::filesystem::remove_all(_test_dir); } + +protected: + ObjectPool _pool; + MockRuntimeState _state; + RuntimeProfile _profile {"csv_v2_reader_test"}; + std::filesystem::path _test_dir; + std::string _file_path; + std::vector _slots; + TFileScanRangeParams _params; +}; + +// Scenario: CSV v2 exposes FE-provided file slots as nullable file-local schema using column_idxs +// as CSV field ordinals. +TEST_F(CsvV2ReaderTest, SchemaUsesSlotTypesAndColumnIdxs) { + auto reader = create_reader(_file_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + ASSERT_EQ(schema.size(), 3); + EXPECT_EQ(schema[0].name, "id"); + EXPECT_EQ(schema[0].local_id, 0); + EXPECT_TRUE(schema[0].type->is_nullable()); + EXPECT_EQ(schema[1].name, "name"); + EXPECT_EQ(schema[1].local_id, 1); + EXPECT_TRUE(schema[1].type->is_nullable()); +} + +// Scenario: FE slot types for CSV are table target types. CHAR/VARCHAR length is not stored in the +// CSV file, so the file schema must expose bounded strings as unbounded STRING. Otherwise +// TableReader believes the file value already satisfies the table length and skips truncation. +TEST_F(CsvV2ReaderTest, SchemaTreatsCharVarcharSlotsAsUnboundedFileStrings) { + auto slots = build_char_varchar_slots(&_pool); + auto reader = create_reader(_file_path, &_params, slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + ASSERT_EQ(schema.size(), 3); + + const auto city_type = remove_nullable(schema[1].type); + EXPECT_EQ(city_type->get_primitive_type(), TYPE_STRING); + EXPECT_EQ(assert_cast(city_type.get())->len(), -1); + + const auto region_type = remove_nullable(schema[2].type); + ASSERT_EQ(region_type->get_primitive_type(), TYPE_STRUCT); + const auto* region_struct = assert_cast(region_type.get()); + ASSERT_EQ(region_struct->get_elements().size(), 2); + EXPECT_EQ(remove_nullable(region_struct->get_element(0))->get_primitive_type(), TYPE_STRING); + EXPECT_EQ(remove_nullable(region_struct->get_element(1))->get_primitive_type(), TYPE_STRING); + ASSERT_EQ(schema[2].children.size(), 2); + EXPECT_EQ(remove_nullable(schema[2].children[0].type)->get_primitive_type(), TYPE_STRING); + EXPECT_EQ(remove_nullable(schema[2].children[1].type)->get_primitive_type(), TYPE_STRING); +} + +// Scenario: CSV is row-oriented and cannot lazy-read predicate columns separately. The reader +// declares that capability by choosing MaterializedColumnMapper itself. +TEST_F(CsvV2ReaderTest, CreatesMaterializedColumnMapper) { + auto reader = create_reader(_file_path, &_params, _slots, &_state, &_profile); + auto mapper = reader->create_column_mapper({.mode = TableColumnMappingMode::BY_NAME}); + + ASSERT_NE(dynamic_cast(mapper.get()), nullptr); +} + +// Scenario: CSV v2 exposes delimited-text profile counters for read, parse, deserialize, and +// file-local conjunct filtering, so scanner profiles can explain where row-reader time is spent. +TEST_F(CsvV2ReaderTest, ProfileCountersTrackReadParseDeserializeAndFilter) { + const auto profile_path = (_test_dir / "profile.csv").string(); + std::ofstream output(profile_path, std::ios::binary); + output << "id,name,score\n"; + output << "\n"; + output << "1,alice,10\n"; + output << "2,bob,20\n"; + output.close(); + + _state._query_options.__set_read_csv_empty_line_as_null(true); + auto io_ctx = std::make_shared(); + auto reader = create_reader(profile_path, &_params, _slots, &_state, &_profile, 0, -1, + TFileCompressType::UNKNOWN, io_ctx); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(0)), + LocalColumnIndex::top_level(LocalColumnId(2))}; + request->local_positions.emplace(LocalColumnId(0), LocalIndex(0)); + request->local_positions.emplace(LocalColumnId(2), LocalIndex(1)); + request->conjuncts = { + prepared_conjunct(&_state, std::make_shared(1, 15))}; + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {0, 2}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_EQ(nullable_int_at(*block.get_by_position(0).column, 0), 2); + + EXPECT_NE(_profile.get_counter("OpenFileTime"), nullptr); + EXPECT_NE(_profile.get_counter("CreateLineReaderTime"), nullptr); + EXPECT_NE(_profile.get_counter("ReadLineTime"), nullptr); + EXPECT_NE(_profile.get_counter("SplitLineTime"), nullptr); + EXPECT_NE(_profile.get_counter("DeserializeTime"), nullptr); + EXPECT_NE(_profile.get_counter("ConjunctFilterTime"), nullptr); + EXPECT_NE(_profile.get_counter("DeleteConjunctFilterTime"), nullptr); + EXPECT_EQ(counter_value(&_profile, "RawLinesRead"), 3); + EXPECT_EQ(counter_value(&_profile, "RowsReadBeforeFilter"), 3); + EXPECT_EQ(counter_value(&_profile, "RowsFilteredByConjunct"), 2); + EXPECT_EQ(io_ctx->predicate_filtered_rows, 2); + EXPECT_EQ(counter_value(&_profile, "RowsFilteredByDeleteConjunct"), 0); + EXPECT_EQ(counter_value(&_profile, "RowsReturned"), 1); + EXPECT_EQ(counter_value(&_profile, "EmptyLinesRead"), 1); + EXPECT_EQ(counter_value(&_profile, "SkippedLines"), 1); + EXPECT_EQ(counter_value(&_profile, "CellsDeserialized"), 6); +} + +// Scenario: CSV has no embedded nested schema, but TableColumnMapper still needs semantic children +// for complex table columns. The reader synthesizes ARRAY/MAP/STRUCT children from the slot type +// while keeping the top-level local id as the CSV field ordinal from column_idxs. +TEST_F(CsvV2ReaderTest, SchemaSynthesizesComplexChildrenForColumnMapper) { + _params.__set_column_idxs({4, 7, 9}); + auto slots = build_nested_complex_slots(&_pool); + auto reader = create_reader(_file_path, &_params, slots, &_state, &_profile); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + ASSERT_EQ(schema.size(), 3); + + EXPECT_EQ(schema[1].name, "xs"); + EXPECT_EQ(schema[1].local_id, 7); + ASSERT_EQ(schema[1].children.size(), 1); + EXPECT_EQ(schema[1].children[0].name, "element"); + EXPECT_EQ(schema[1].children[0].local_id, 0); + ASSERT_EQ(schema[1].children[0].children.size(), 2); + EXPECT_EQ(schema[1].children[0].children[0].name, "a"); + EXPECT_EQ(schema[1].children[0].children[0].local_id, 0); + EXPECT_EQ(schema[1].children[0].children[1].name, "b"); + EXPECT_EQ(schema[1].children[0].children[1].local_id, 1); + + EXPECT_EQ(schema[2].name, "kv"); + EXPECT_EQ(schema[2].local_id, 9); + ASSERT_EQ(schema[2].children.size(), 2); + EXPECT_EQ(schema[2].children[0].name, "key"); + EXPECT_EQ(schema[2].children[0].local_id, 0); + EXPECT_EQ(schema[2].children[1].name, "value"); + EXPECT_EQ(schema[2].children[1].local_id, 1); + ASSERT_EQ(schema[2].children[1].children.size(), 2); + EXPECT_EQ(schema[2].children[1].children[0].name, "a"); + EXPECT_EQ(schema[2].children[1].children[1].name, "b"); +} + +// Scenario: CSV v2 honors FileScanRequest local positions, so TableReader can request a subset of +// CSV fields in an order different from the physical CSV field order. +TEST_F(CsvV2ReaderTest, ReadsRequestedColumnsInFileLocalBlockOrder) { + auto reader = create_reader(_file_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(1)), + LocalColumnIndex::top_level(LocalColumnId(0))}; + request->local_positions.emplace(LocalColumnId(1), LocalIndex(0)); + request->local_positions.emplace(LocalColumnId(0), LocalIndex(1)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {1, 0}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 2); + EXPECT_EQ(nullable_string_at(*block.get_by_position(0).column, 0), "alice"); + EXPECT_EQ(nullable_string_at(*block.get_by_position(0).column, 1), "bob"); + EXPECT_EQ(nullable_int_at(*block.get_by_position(1).column, 0), 1); + EXPECT_EQ(nullable_int_at(*block.get_by_position(1).column, 1), 2); +} + +// Scenario: CSV v2 defaults to the same strict UTF-8 validation as the old query reader. Invalid +// bytes should fail fast unless the scan params explicitly disable text UTF-8 validation. +TEST_F(CsvV2ReaderTest, InvalidUtf8FailsWhenValidationEnabled) { + const auto invalid_path = (_test_dir / "invalid_utf8.csv").string(); + std::ofstream output(invalid_path, std::ios::binary); + output << "id,name,score\n"; + output << "1,"; + output.write("\xff", 1); + output << ",10\n"; + output.close(); + + auto reader = create_reader(invalid_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(1))}; + request->local_positions.emplace(LocalColumnId(1), LocalIndex(0)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {1}); + size_t rows = 0; + bool eof = false; + const auto status = reader->get_block(&block, &rows, &eof); + EXPECT_FALSE(status.ok()); + EXPECT_TRUE(status.to_string().find("Only support csv data in utf8 codec") != std::string::npos) + << status; +} + +// Scenario: external CSV scans can opt out of UTF-8 validation through +// `enable_text_validate_utf8=false`. In that mode the reader preserves the original bytes instead +// of rejecting the row. +TEST_F(CsvV2ReaderTest, DisableTextValidateUtf8ReadsRawBytes) { + const auto invalid_path = (_test_dir / "invalid_utf8_disabled.csv").string(); + std::ofstream output(invalid_path, std::ios::binary); + output << "id,name,score\n"; + output << "1,"; + output.write("\xff", 1); + output << ",10\n"; + output.close(); + + _params.file_attributes.__set_enable_text_validate_utf8(false); + auto reader = create_reader(invalid_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(1))}; + request->local_positions.emplace(LocalColumnId(1), LocalIndex(0)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {1}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_EQ(nullable_string_at(*block.get_by_position(0).column, 0), std::string("\xff", 1)); +} + +// Scenario: file TVF can keep the logical CSV format as FORMAT_CSV_PLAIN and put the actual gzip +// compression on the scan range. CSV v2 must honor that range-level compression before validating +// UTF-8; otherwise the gzip bytes are misread as CSV text. +TEST_F(CsvV2ReaderTest, RangeCompressTypeGzipDecompressesPlainCsvFormat) { + const auto gz_path = (_test_dir / "reader.csv.gz").string(); + static constexpr unsigned char gzipped_csv[] = { + 0x1f, 0x8b, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0xff, 0xcb, 0x4c, + 0xd1, 0xc9, 0x4b, 0xcc, 0x4d, 0xd5, 0x29, 0x4e, 0xce, 0x2f, 0x4a, 0xe5, + 0x32, 0xd4, 0x49, 0xcc, 0xc9, 0x4c, 0x4e, 0xd5, 0x31, 0x34, 0xe0, 0x02, + 0x00, 0x0b, 0xed, 0x5c, 0xa2, 0x19, 0x00, 0x00, 0x00}; + std::ofstream output(gz_path, std::ios::binary); + output.write(reinterpret_cast(gzipped_csv), sizeof(gzipped_csv)); + output.close(); + + _params.__set_format_type(TFileFormatType::FORMAT_CSV_PLAIN); + _params.__isset.compress_type = false; + auto reader = create_reader(gz_path, &_params, _slots, &_state, &_profile, 0, -1, + TFileCompressType::GZ); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(0)), + LocalColumnIndex::top_level(LocalColumnId(1))}; + request->local_positions.emplace(LocalColumnId(0), LocalIndex(0)); + request->local_positions.emplace(LocalColumnId(1), LocalIndex(1)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {0, 1}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_EQ(nullable_int_at(*block.get_by_position(0).column, 0), 1); + EXPECT_EQ(nullable_string_at(*block.get_by_position(1).column, 0), "alice"); +} + +// Scenario: FE column_idxs define the CSV field ordinal for each physical file slot. The mapping +// can be non-identity when FE reorders projected file slots, so the reader must use the local id +// from FileScanRequest instead of the slot vector position. +TEST_F(CsvV2ReaderTest, ColumnIdxsMapSlotsToCsvOrdinals) { + const auto remap_path = (_test_dir / "remapped.csv").string(); + std::ofstream output(remap_path, std::ios::binary); + output << "name,score,id\n"; + output << "alice,10,1\n"; + output.close(); + + _params.__set_column_idxs({2, 0, 1}); + auto reader = create_reader(remap_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + ASSERT_EQ(schema.size(), 3); + EXPECT_EQ(schema[0].name, "id"); + EXPECT_EQ(schema[0].local_id, 2); + EXPECT_EQ(schema[1].name, "name"); + EXPECT_EQ(schema[1].local_id, 0); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(2)), + LocalColumnIndex::top_level(LocalColumnId(0))}; + request->local_positions.emplace(LocalColumnId(2), LocalIndex(0)); + request->local_positions.emplace(LocalColumnId(0), LocalIndex(1)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {2, 0}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_EQ(nullable_int_at(*block.get_by_position(0).column, 0), 1); + EXPECT_EQ(nullable_string_at(*block.get_by_position(1).column, 0), "alice"); +} + +// Scenario: CSV stores one complex column as one text field, so v2 must read the whole struct +// field before evaluating a file-local predicate on one child. This covers `SELECT s.a WHERE +// s.b > 10` style scans after CsvReader's MaterializedColumnMapper has requested the full +// top-level `s`. +TEST_F(CsvV2ReaderTest, FullStructColumnSupportsChildConjunctFiltering) { + const auto complex_path = (_test_dir / "complex.csv").string(); + std::ofstream output(complex_path, std::ios::binary); + output << "id|s|score\n"; + output << "1|{\"a\": 11, \"b\": 5}|10\n"; + output << "2|{\"a\": 22, \"b\": 20}|20\n"; + output.close(); + + _params.file_attributes.text_params.__set_column_separator("|"); + _params.__set_column_idxs({0, 1, 2}); + auto slots = build_struct_slots(&_pool); + auto reader = create_reader(complex_path, &_params, slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(1))}; + request->local_positions.emplace(LocalColumnId(1), LocalIndex(0)); + request->conjuncts = {prepared_conjunct( + &_state, std::make_shared( + /*block_position=*/0, /*child_index=*/1, /*value=*/10))}; + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {1}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_EQ(nullable_struct_int_child_at(*block.get_by_position(0).column, 0, 0), 22); + EXPECT_EQ(nullable_struct_int_child_at(*block.get_by_position(0).column, 1, 0), 20); +} + +// Scenario: a table-level scan can need only partition/default columns, leaving the CSV +// FileScanRequest with no file-local columns. The reader must still report the number of rows read. +TEST_F(CsvV2ReaderTest, EmptyFileLocalProjectionStillReportsRows) { + auto reader = create_reader(_file_path, &_params, _slots, &_state, &_profile); + auto request = std::make_shared(); + ASSERT_TRUE(reader->open(request).ok()); + + Block block; + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + EXPECT_EQ(rows, 2); + EXPECT_FALSE(eof); +} + +// Scenario: stream-load/http_stream inputs do not have a known split size or file size. A first +// split must still read until EOF instead of rejecting the request before opening the stream. +TEST_F(CsvV2ReaderTest, UnknownFirstSplitSizeReadsUntilEof) { + auto reader = create_unknown_size_reader(_file_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(0)), + LocalColumnIndex::top_level(LocalColumnId(1))}; + request->local_positions.emplace(LocalColumnId(0), LocalIndex(0)); + request->local_positions.emplace(LocalColumnId(1), LocalIndex(1)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {0, 1}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 2); + EXPECT_EQ(nullable_int_at(*block.get_by_position(0).column, 0), 1); + EXPECT_EQ(nullable_string_at(*block.get_by_position(1).column, 1), "bob"); +} + +// Scenario: stream load/http_stream CSV input is not backed by a filesystem. If TableReader fails +// to preserve the stream load id, the v2 reader should report that directly instead of calling the +// generic FileFactory path and returning "unsupported file reader type: 2". +TEST_F(CsvV2ReaderTest, StreamInputRequiresLoadIdBeforeOpeningPipe) { + _params.__set_file_type(TFileType::FILE_STREAM); + auto reader = create_unknown_size_reader(_file_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(0))}; + request->local_positions.emplace(LocalColumnId(0), LocalIndex(0)); + const auto status = reader->open(request); + + ASSERT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("stream reader requires load id"), std::string::npos) + << status; +} + +// Scenario: CSV has no footer row count, so v2 COUNT pushdown scans the split and returns the +// counted row count through FileAggregateResult. +TEST_F(CsvV2ReaderTest, CountAggregateScansRows) { + auto reader = create_reader(_file_path, &_params, _slots, &_state, &_profile); + auto request = std::make_shared(); + ASSERT_TRUE(reader->open(request).ok()); + + FileAggregateRequest aggregate_request; + aggregate_request.agg_type = TPushAggOp::type::COUNT; + FileAggregateResult aggregate_result; + ASSERT_TRUE(reader->get_aggregate_result(aggregate_request, &aggregate_result).ok()); + EXPECT_EQ(aggregate_result.count, 2); +} + +// Scenario: CSV v2 parses enclosed fields itself instead of delegating to the old CsvReader. A +// separator inside an enclosed string must stay inside the same CSV field. +TEST_F(CsvV2ReaderTest, EnclosedFieldKeepsSeparatorInsideStringValue) { + const auto quoted_path = (_test_dir / "quoted.csv").string(); + std::ofstream output(quoted_path, std::ios::binary); + output << "id,name,score\n"; + output << "1,\"alice,team\",10\n"; + output.close(); + + _params.file_attributes.text_params.__set_enclose('"'); + _params.file_attributes.text_params.__set_escape('\\'); + auto reader = create_reader(quoted_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(1))}; + request->local_positions.emplace(LocalColumnId(1), LocalIndex(0)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {1}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_EQ(nullable_string_at(*block.get_by_position(0).column, 0), "alice,team"); +} + +// Scenario: when the CSV row has fewer fields than the FE-provided file slot list, v2 fills the +// missing requested field with NULL instead of failing or shifting later columns. +TEST_F(CsvV2ReaderTest, MissingRequestedFieldUsesNullFormat) { + const auto missing_path = (_test_dir / "missing.csv").string(); + std::ofstream output(missing_path, std::ios::binary); + output << "id,name,score\n"; + output << "1,alice\n"; + output.close(); + + auto reader = create_reader(missing_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(2))}; + request->local_positions.emplace(LocalColumnId(2), LocalIndex(0)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {2}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_TRUE(is_null_at(*block.get_by_position(0).column, 0)); +} + +// Scenario: the first line may contain UTF-8 BOM and CSV_WITH_NAMES_AND_TYPES has two header +// records. Both must be skipped before materializing the first data row. +TEST_F(CsvV2ReaderTest, HeaderNamesAndTypesSkipsTwoLinesAndBom) { + const auto header_path = (_test_dir / "header_names_types.csv").string(); + std::ofstream output(header_path, std::ios::binary); + output.write("\xEF\xBB\xBF", 3); + output << "id,name,score\n"; + output << "INT,STRING,INT\n"; + output << "7,carol,70\n"; + output.close(); + + _params.file_attributes.__set_header_type(BeConsts::CSV_WITH_NAMES_AND_TYPES); + auto reader = create_reader(header_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(0))}; + request->local_positions.emplace(LocalColumnId(0), LocalIndex(0)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {0}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_EQ(nullable_int_at(*block.get_by_position(0).column, 0), 7); +} + +// Scenario: when the first returned data line starts with UTF-8 BOM, CSV v2 strips the BOM before +// passing the cell to the serde. This matters for headerless files whose first column is numeric. +TEST_F(CsvV2ReaderTest, BomIsRemovedFromFirstDataLineWithoutHeader) { + const auto bom_path = (_test_dir / "bom_data.csv").string(); + std::ofstream output(bom_path, std::ios::binary); + output.write("\xEF\xBB\xBF", 3); + output << "5,bom,50\n"; + output.close(); + + _params.file_attributes.__isset.header_type = false; + auto reader = create_reader(bom_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(0))}; + request->local_positions.emplace(LocalColumnId(0), LocalIndex(0)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {0}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_EQ(nullable_int_at(*block.get_by_position(0).column, 0), 5); +} + +// Scenario: when FE does not set header_type, CSV v2 must honor skip_lines exactly as the old +// reader does. +TEST_F(CsvV2ReaderTest, SkipLinesUsedWhenHeaderTypeUnset) { + const auto skip_path = (_test_dir / "skip_lines.csv").string(); + std::ofstream output(skip_path, std::ios::binary); + output << "skip me\n"; + output << "skip me too\n"; + output << "3,dan,30\n"; + output.close(); + + _params.file_attributes.__isset.header_type = false; + _params.file_attributes.__set_skip_lines(2); + auto reader = create_reader(skip_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(0))}; + request->local_positions.emplace(LocalColumnId(0), LocalIndex(0)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {0}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_EQ(nullable_int_at(*block.get_by_position(0).column, 0), 3); +} + +// Scenario: empty physical lines are skipped by default, but read_csv_empty_line_as_null turns one +// empty line into one all-null logical row. +TEST_F(CsvV2ReaderTest, EmptyLineAsNullWhenQueryOptionEnabled) { + const auto empty_line_path = (_test_dir / "empty_line.csv").string(); + std::ofstream output(empty_line_path, std::ios::binary); + output << "id,name,score\n"; + output << "\n"; + output << "4,erin,40\n"; + output.close(); + + _state._query_options.__set_read_csv_empty_line_as_null(true); + auto reader = create_reader(empty_line_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(0))}; + request->local_positions.emplace(LocalColumnId(0), LocalIndex(0)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {0}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 2); + EXPECT_TRUE(is_null_at(*block.get_by_position(0).column, 0)); + EXPECT_EQ(nullable_int_at(*block.get_by_position(0).column, 1), 4); +} + +// Scenario: FE-provided CSV text parameters define NULL semantics. Explicit null_format and +// empty_field_as_null should both produce nullable values without throwing serde errors. +TEST_F(CsvV2ReaderTest, NullFormatAndEmptyFieldAsNullProduceNullableValues) { + const auto null_path = (_test_dir / "null_format.csv").string(); + std::ofstream output(null_path, std::ios::binary); + output << "id,name,score\n"; + output << "1,NULL,\n"; + output.close(); + + _params.file_attributes.text_params.__set_null_format("NULL"); + _params.file_attributes.text_params.__set_empty_field_as_null(true); + auto reader = create_reader(null_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(1)), + LocalColumnIndex::top_level(LocalColumnId(2))}; + request->local_positions.emplace(LocalColumnId(1), LocalIndex(0)); + request->local_positions.emplace(LocalColumnId(2), LocalIndex(1)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {1, 2}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_TRUE(is_null_at(*block.get_by_position(0).column, 0)); + EXPECT_TRUE(is_null_at(*block.get_by_position(1).column, 0)); +} + +// Scenario: OpenCSV keeps an empty field as an empty string when empty_field_as_null is false, +// even if FE passes an empty null_format. This differs from Hive text serde, where an empty +// serialization.null.format is a real NULL marker. +TEST_F(CsvV2ReaderTest, EmptyNullFormatKeepsCsvEmptyFieldAsEmptyString) { + const auto null_path = (_test_dir / "empty_null_format.csv").string(); + std::ofstream output(null_path, std::ios::binary); + output << "id,name,score\n"; + output << "1,alice,10\n"; + output << "2,,20\n"; + output << "3,NULL,30\n"; + output.close(); + + _params.file_attributes.text_params.__set_null_format(""); + _params.file_attributes.text_params.__set_empty_field_as_null(false); + auto reader = create_reader(null_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(1))}; + request->local_positions.emplace(LocalColumnId(1), LocalIndex(0)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {1}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 3); + EXPECT_FALSE(is_null_at(*block.get_by_position(0).column, 0)); + EXPECT_FALSE(is_null_at(*block.get_by_position(0).column, 1)); + EXPECT_EQ(nullable_string_at(*block.get_by_position(0).column, 1), ""); + EXPECT_FALSE(is_null_at(*block.get_by_position(0).column, 2)); + EXPECT_EQ(nullable_string_at(*block.get_by_position(0).column, 2), "NULL"); +} + +// Scenario: a non-first split starts inside a record. CSV v2 pre-reads enough delimiter bytes and +// skips the partial first line so the split begins at the next complete row. +TEST_F(CsvV2ReaderTest, NonFirstSplitSkipsPartialFirstRecord) { + const auto split_path = (_test_dir / "split.csv").string(); + std::ofstream output(split_path, std::ios::binary); + output << "1,skip,10\n"; + output << "2,bob,20\n"; + output.close(); + + _params.file_attributes.__isset.header_type = false; + auto reader = create_reader(split_path, &_params, _slots, &_state, &_profile, + /*range_start_offset=*/3); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(0))}; + request->local_positions.emplace(LocalColumnId(0), LocalIndex(0)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {0}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_EQ(nullable_int_at(*block.get_by_position(0).column, 0), 2); +} + +// Scenario: compressed CSV cannot be split at arbitrary byte offsets because the decompressor needs +// the stream from the beginning. V2 should reject such a split before constructing the line reader. +TEST_F(CsvV2ReaderTest, NonFirstCompressedSplitReturnsError) { + _params.__set_format_type(TFileFormatType::FORMAT_CSV_GZ); + _params.file_attributes.__isset.header_type = false; + auto reader = create_reader(_file_path, &_params, _slots, &_state, &_profile, + /*range_start_offset=*/1); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(0))}; + request->local_positions.emplace(LocalColumnId(0), LocalIndex(0)); + EXPECT_FALSE(reader->open(request).ok()); +} + +// Scenario: FileScanRequest is a TableReader-to-FileReader contract. Unknown CSV ordinals, +// out-of-range block positions, and sparse block-position maps must fail during reader open. +TEST_F(CsvV2ReaderTest, InvalidScanRequestReturnsError) { + { + auto reader = create_reader(_file_path, &_params, _slots, &_state, &_profile); + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(99))}; + request->local_positions.emplace(LocalColumnId(99), LocalIndex(0)); + EXPECT_FALSE(reader->open(request).ok()); + } + { + auto reader = create_reader(_file_path, &_params, _slots, &_state, &_profile); + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(0))}; + request->local_positions.emplace(LocalColumnId(0), LocalIndex(2)); + EXPECT_FALSE(reader->open(request).ok()); + } + { + auto reader = create_reader(_file_path, &_params, _slots, &_state, &_profile); + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(0)), + LocalColumnIndex::top_level(LocalColumnId(1))}; + request->local_positions.emplace(LocalColumnId(0), LocalIndex(0)); + request->local_positions.emplace(LocalColumnId(1), LocalIndex(0)); + EXPECT_FALSE(reader->open(request).ok()); + } +} + +// Scenario: CSV v2 can count rows by scanning, but it cannot answer min/max or mixed aggregate +// requests from metadata. +TEST_F(CsvV2ReaderTest, UnsupportedAggregateReturnsNotSupported) { + auto reader = create_reader(_file_path, &_params, _slots, &_state, &_profile); + auto request = std::make_shared(); + ASSERT_TRUE(reader->open(request).ok()); + + FileAggregateRequest aggregate_request; + aggregate_request.agg_type = TPushAggOp::type::MINMAX; + FileAggregateResult aggregate_result; + EXPECT_FALSE(reader->get_aggregate_result(aggregate_request, &aggregate_result).ok()); +} + +} // namespace +} // namespace doris::format::csv diff --git a/be/test/format_v2/delimited_text/text_reader_test.cpp b/be/test/format_v2/delimited_text/text_reader_test.cpp new file mode 100644 index 00000000000000..b6402cab5d86d6 --- /dev/null +++ b/be/test/format_v2/delimited_text/text_reader_test.cpp @@ -0,0 +1,965 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/delimited_text/text_reader.h" + +#include + +#include +#include +#include +#include + +#include "common/consts.h" +#include "common/object_pool.h" +#include "core/assert_cast.h" +#include "core/block/block.h" +#include "core/column/column_nullable.h" +#include "core/column/column_string.h" +#include "core/column/column_struct.h" +#include "core/column/column_vector.h" +#include "core/data_type/data_type_array.h" +#include "core/data_type/data_type_map.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" +#include "core/data_type/data_type_struct.h" +#include "exprs/vexpr.h" +#include "exprs/vexpr_context.h" +#include "format_v2/column_mapper.h" +#include "io/io_common.h" +#include "runtime/runtime_profile.h" +#include "testutil/desc_tbl_builder.h" +#include "testutil/mock/mock_runtime_state.h" + +namespace doris::format::text { +namespace { + +TFileScanRangeParams text_scan_params() { + TFileScanRangeParams params; + params.__set_format_type(TFileFormatType::FORMAT_TEXT); + params.__set_file_type(TFileType::FILE_LOCAL); + TFileAttributes attributes; + TFileTextScanRangeParams text_params; + text_params.__set_column_separator(","); + text_params.__set_line_delimiter("\n"); + text_params.__set_escape('\\'); + attributes.__set_text_params(std::move(text_params)); + params.__set_file_attributes(std::move(attributes)); + params.__set_column_idxs({0, 1, 2}); + return params; +} + +std::unique_ptr file_description(const std::string& path, + int64_t range_start_offset = 0, + int64_t range_size = -1) { + auto desc = std::make_unique(); + desc->path = path; + desc->range_start_offset = range_start_offset; + desc->range_size = range_size; + desc->file_size = static_cast(std::filesystem::file_size(path)); + return desc; +} + +std::vector build_slots(ObjectPool* pool) { + DescriptorTblBuilder builder(pool); + builder.declare_tuple() + << TupleDescBuilder::SlotType {make_nullable(std::make_shared()), "id"} + << TupleDescBuilder::SlotType {make_nullable(std::make_shared()), + "name"} + << TupleDescBuilder::SlotType {make_nullable(std::make_shared()), + "score"}; + auto* desc_tbl = builder.build(); + return desc_tbl->get_tuple_descriptor(0)->slots(); +} + +SlotDescriptor* make_test_slot(ObjectPool* pool, int slot_id, int slot_idx, DataTypePtr type, + const std::string& name) { + TSlotDescriptor slot_desc; + slot_desc.__set_id(slot_id); + slot_desc.__set_parent(0); + slot_desc.__set_slotType(type->to_thrift()); + slot_desc.__set_columnPos(slot_idx); + slot_desc.__set_byteOffset(0); + slot_desc.__set_nullIndicatorByte(slot_idx / 8); + slot_desc.__set_nullIndicatorBit(slot_idx % 8); + slot_desc.__set_slotIdx(slot_idx); + slot_desc.__set_isMaterialized(true); + slot_desc.__set_colName(name); + return pool->add(new SlotDescriptor(slot_desc)); +} + +std::vector build_struct_slots(ObjectPool* pool) { + const auto nullable_int = make_nullable(std::make_shared()); + const auto struct_type = make_nullable(std::make_shared( + DataTypes {nullable_int, nullable_int}, Strings {"a", "b"})); + return {make_test_slot(pool, 0, 0, make_nullable(std::make_shared()), "id"), + make_test_slot(pool, 1, 1, struct_type, "s"), + make_test_slot(pool, 2, 2, make_nullable(std::make_shared()), "score")}; +} + +std::vector build_nested_complex_slots(ObjectPool* pool) { + const auto nullable_int = make_nullable(std::make_shared()); + const auto nullable_string = make_nullable(std::make_shared()); + const auto struct_type = make_nullable(std::make_shared( + DataTypes {nullable_int, nullable_string}, Strings {"a", "b"})); + const auto array_type = make_nullable(std::make_shared(struct_type)); + const auto map_type = + make_nullable(std::make_shared(nullable_string, struct_type)); + return {make_test_slot(pool, 0, 0, make_nullable(std::make_shared()), "id"), + make_test_slot(pool, 1, 1, array_type, "xs"), + make_test_slot(pool, 2, 2, map_type, "kv")}; +} + +std::vector build_char_varchar_slots(ObjectPool* pool) { + const auto nullable_char3 = + make_nullable(std::make_shared(3, PrimitiveType::TYPE_CHAR)); + const auto nullable_varchar4 = + make_nullable(std::make_shared(4, PrimitiveType::TYPE_VARCHAR)); + const auto struct_type = make_nullable(std::make_shared( + DataTypes {nullable_char3, nullable_varchar4}, Strings {"city", "country"})); + return {make_test_slot(pool, 0, 0, make_nullable(std::make_shared()), "id"), + make_test_slot(pool, 1, 1, nullable_char3, "city"), + make_test_slot(pool, 2, 2, struct_type, "region")}; +} + +std::unique_ptr create_reader(const std::string& path, TFileScanRangeParams* params, + const std::vector& slots, + MockRuntimeState* state, RuntimeProfile* profile, + int64_t range_start_offset = 0, int64_t range_size = -1, + std::shared_ptr io_ctx = nullptr) { + auto system_properties = std::make_shared(); + system_properties->system_type = TFileType::FILE_LOCAL; + auto desc = file_description(path, range_start_offset, range_size); + auto reader = std::make_unique(system_properties, desc, std::move(io_ctx), profile, + params, slots); + EXPECT_TRUE(reader->init(state).ok()); + return reader; +} + +Block make_block(const std::vector& schema, + const std::vector& local_ids) { + Block block; + for (const auto local_id : local_ids) { + const auto it = std::find_if(schema.begin(), schema.end(), [&](const auto& column) { + return column.local_id == local_id; + }); + EXPECT_TRUE(it != schema.end()); + block.insert({it->type->create_column(), it->type, it->name}); + } + return block; +} + +std::string nullable_string_at(const IColumn& column, size_t row) { + const auto& nullable = assert_cast(column); + const auto& nested = assert_cast(nullable.get_nested_column()); + return nested.get_data_at(row).to_string(); +} + +int32_t nullable_int_at(const IColumn& column, size_t row) { + const auto& nullable = assert_cast(column); + const auto& nested = assert_cast(nullable.get_nested_column()); + return nested.get_data()[row]; +} + +bool is_null_at(const IColumn& column, size_t row) { + const auto& nullable = assert_cast(column); + return nullable.is_null_at(row); +} + +int32_t nullable_struct_int_child_at(const IColumn& column, size_t child_index, size_t row) { + const auto& nullable = assert_cast(column); + const auto& struct_column = assert_cast(nullable.get_nested_column()); + const auto& child_nullable = + assert_cast(struct_column.get_column(child_index)); + const auto& nested = assert_cast(child_nullable.get_nested_column()); + return nested.get_data()[row]; +} + +int64_t counter_value(RuntimeProfile* profile, const std::string& name) { + auto* counter = profile->get_counter(name); + EXPECT_NE(counter, nullptr) << name; + return counter == nullptr ? 0 : counter->value(); +} + +class NullableIntGreaterThanExpr final : public VExpr { +public: + NullableIntGreaterThanExpr(size_t block_position, int32_t value) + : VExpr(std::make_shared(), false), + _block_position(block_position), + _value(value) {} + + const std::string& expr_name() const override { return _name; } + + bool is_constant() const override { return false; } + + Status execute_column_impl(VExprContext*, const Block* block, const Selector* selector, + size_t count, ColumnPtr& result_column) const override { + DORIS_CHECK(block != nullptr); + const auto& nullable = + assert_cast(*block->get_by_position(_block_position).column); + const auto& data = assert_cast(nullable.get_nested_column()); + + auto result = ColumnUInt8::create(); + auto& result_data = result->get_data(); + result_data.resize(count); + for (size_t row = 0; row < count; ++row) { + const auto source_row = selector == nullptr ? row : (*selector)[row]; + result_data[row] = + !nullable.is_null_at(source_row) && data.get_element(source_row) > _value; + } + result_column = std::move(result); + return Status::OK(); + } + + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + *cloned_expr = std::make_shared(_block_position, _value); + return Status::OK(); + } + +private: + size_t _block_position; + int32_t _value; + const std::string _name = "NullableIntGreaterThanExpr"; +}; + +class StructIntChildGreaterThanExpr final : public VExpr { +public: + StructIntChildGreaterThanExpr(size_t block_position, size_t child_index, int32_t value) + : VExpr(std::make_shared(), false), + _block_position(block_position), + _child_index(child_index), + _value(value) {} + + const std::string& expr_name() const override { return _name; } + + bool is_constant() const override { return false; } + + Status execute_column_impl(VExprContext*, const Block* block, const Selector* selector, + size_t count, ColumnPtr& result_column) const override { + DORIS_CHECK(block != nullptr); + const auto& nullable = + assert_cast(*block->get_by_position(_block_position).column); + const auto& struct_column = assert_cast(nullable.get_nested_column()); + const auto& child_nullable = + assert_cast(struct_column.get_column(_child_index)); + const auto& child_data = + assert_cast(child_nullable.get_nested_column()); + + auto result = ColumnUInt8::create(); + auto& data = result->get_data(); + data.resize(count); + for (size_t row = 0; row < count; ++row) { + const auto source_row = selector == nullptr ? row : (*selector)[row]; + data[row] = !nullable.is_null_at(source_row) && + !child_nullable.is_null_at(source_row) && + child_data.get_element(source_row) > _value; + } + result_column = std::move(result); + return Status::OK(); + } + + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + *cloned_expr = std::make_shared(_block_position, + _child_index, _value); + return Status::OK(); + } + +private: + size_t _block_position; + size_t _child_index; + int32_t _value; + const std::string _name = "StructIntChildGreaterThanExpr"; +}; + +VExprContextSPtr prepared_conjunct(RuntimeState* state, const VExprSPtr& expr) { + auto context = VExprContext::create_shared(expr); + auto status = context->prepare(state, RowDescriptor()); + EXPECT_TRUE(status.ok()) << status; + status = context->open(state); + EXPECT_TRUE(status.ok()) << status; + return context; +} + +class TextV2ReaderTest : public testing::Test { +public: + void SetUp() override { + _test_dir = std::filesystem::temp_directory_path() / "doris_format_v2_text_reader_test"; + std::filesystem::remove_all(_test_dir); + std::filesystem::create_directories(_test_dir); + _file_path = (_test_dir / "reader.text").string(); + std::ofstream output(_file_path, std::ios::binary); + output << "1,alice,10\n"; + output << "2,bob,20\n"; + output.close(); + _slots = build_slots(&_pool); + _params = text_scan_params(); + } + + void TearDown() override { std::filesystem::remove_all(_test_dir); } + +protected: + ObjectPool _pool; + MockRuntimeState _state; + RuntimeProfile _profile {"text_v2_reader_test"}; + std::filesystem::path _test_dir; + std::string _file_path; + std::vector _slots; + TFileScanRangeParams _params; +}; + +// Scenario: Text v2 exposes FE-provided file slots as nullable file-local schema using column_idxs +// as Hive text field ordinals. +TEST_F(TextV2ReaderTest, SchemaUsesSlotTypesAndColumnIdxs) { + auto reader = create_reader(_file_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + ASSERT_EQ(schema.size(), 3); + EXPECT_EQ(schema[0].name, "id"); + EXPECT_EQ(schema[0].local_id, 0); + EXPECT_TRUE(schema[0].type->is_nullable()); + EXPECT_EQ(schema[1].name, "name"); + EXPECT_EQ(schema[1].local_id, 1); + EXPECT_TRUE(schema[1].type->is_nullable()); +} + +// Scenario: FE slot types for Hive text are table target types. CHAR/VARCHAR length is not stored +// in the text file, so the file schema must expose bounded strings as unbounded STRING. Otherwise +// TableReader believes the file value already satisfies the table length and skips truncation. +TEST_F(TextV2ReaderTest, SchemaTreatsCharVarcharSlotsAsUnboundedFileStrings) { + auto slots = build_char_varchar_slots(&_pool); + auto reader = create_reader(_file_path, &_params, slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + ASSERT_EQ(schema.size(), 3); + + const auto city_type = remove_nullable(schema[1].type); + EXPECT_EQ(city_type->get_primitive_type(), TYPE_STRING); + EXPECT_EQ(assert_cast(city_type.get())->len(), -1); + + const auto region_type = remove_nullable(schema[2].type); + ASSERT_EQ(region_type->get_primitive_type(), TYPE_STRUCT); + const auto* region_struct = assert_cast(region_type.get()); + ASSERT_EQ(region_struct->get_elements().size(), 2); + EXPECT_EQ(remove_nullable(region_struct->get_element(0))->get_primitive_type(), TYPE_STRING); + EXPECT_EQ(remove_nullable(region_struct->get_element(1))->get_primitive_type(), TYPE_STRING); + ASSERT_EQ(schema[2].children.size(), 2); + EXPECT_EQ(remove_nullable(schema[2].children[0].type)->get_primitive_type(), TYPE_STRING); + EXPECT_EQ(remove_nullable(schema[2].children[1].type)->get_primitive_type(), TYPE_STRING); +} + +// Scenario: Hive text is row-oriented and cannot lazy-read predicate columns separately. The +// reader declares that capability by choosing MaterializedColumnMapper itself. +TEST_F(TextV2ReaderTest, CreatesMaterializedColumnMapper) { + auto reader = create_reader(_file_path, &_params, _slots, &_state, &_profile); + auto mapper = reader->create_column_mapper({.mode = TableColumnMappingMode::BY_NAME}); + + ASSERT_NE(dynamic_cast(mapper.get()), nullptr); +} + +// Scenario: Text v2 exposes delimited-text profile counters for read, parse, deserialize, and +// file-local conjunct filtering, so scanner profiles can explain where row-reader time is spent. +TEST_F(TextV2ReaderTest, ProfileCountersTrackReadParseDeserializeAndFilter) { + const auto profile_path = (_test_dir / "profile.text").string(); + std::ofstream output(profile_path, std::ios::binary); + output << "\n"; + output << "1,alice,10\n"; + output << "2,bob,20\n"; + output.close(); + + _state._query_options.__set_read_csv_empty_line_as_null(true); + auto io_ctx = std::make_shared(); + auto reader = create_reader(profile_path, &_params, _slots, &_state, &_profile, 0, -1, io_ctx); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(0)), + LocalColumnIndex::top_level(LocalColumnId(2))}; + request->local_positions.emplace(LocalColumnId(0), LocalIndex(0)); + request->local_positions.emplace(LocalColumnId(2), LocalIndex(1)); + request->conjuncts = { + prepared_conjunct(&_state, std::make_shared(1, 15))}; + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {0, 2}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_EQ(nullable_int_at(*block.get_by_position(0).column, 0), 2); + + EXPECT_NE(_profile.get_counter("OpenFileTime"), nullptr); + EXPECT_NE(_profile.get_counter("CreateLineReaderTime"), nullptr); + EXPECT_NE(_profile.get_counter("ReadLineTime"), nullptr); + EXPECT_NE(_profile.get_counter("SplitLineTime"), nullptr); + EXPECT_NE(_profile.get_counter("DeserializeTime"), nullptr); + EXPECT_NE(_profile.get_counter("ConjunctFilterTime"), nullptr); + EXPECT_NE(_profile.get_counter("DeleteConjunctFilterTime"), nullptr); + EXPECT_EQ(counter_value(&_profile, "RawLinesRead"), 3); + EXPECT_EQ(counter_value(&_profile, "RowsReadBeforeFilter"), 3); + EXPECT_EQ(counter_value(&_profile, "RowsFilteredByConjunct"), 2); + EXPECT_EQ(io_ctx->predicate_filtered_rows, 2); + EXPECT_EQ(counter_value(&_profile, "RowsFilteredByDeleteConjunct"), 0); + EXPECT_EQ(counter_value(&_profile, "RowsReturned"), 1); + EXPECT_EQ(counter_value(&_profile, "EmptyLinesRead"), 1); + EXPECT_EQ(counter_value(&_profile, "SkippedLines"), 0); + EXPECT_EQ(counter_value(&_profile, "CellsDeserialized"), 6); +} + +// Scenario: Hive text has no embedded nested schema, but TableColumnMapper still needs semantic +// children for complex table columns. The reader synthesizes ARRAY/MAP/STRUCT children from the +// slot type while keeping the top-level local id as the text field ordinal from column_idxs. +TEST_F(TextV2ReaderTest, SchemaSynthesizesComplexChildrenForColumnMapper) { + _params.__set_column_idxs({4, 7, 9}); + auto slots = build_nested_complex_slots(&_pool); + auto reader = create_reader(_file_path, &_params, slots, &_state, &_profile); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + ASSERT_EQ(schema.size(), 3); + + EXPECT_EQ(schema[1].name, "xs"); + EXPECT_EQ(schema[1].local_id, 7); + ASSERT_EQ(schema[1].children.size(), 1); + EXPECT_EQ(schema[1].children[0].name, "element"); + EXPECT_EQ(schema[1].children[0].local_id, 0); + ASSERT_EQ(schema[1].children[0].children.size(), 2); + EXPECT_EQ(schema[1].children[0].children[0].name, "a"); + EXPECT_EQ(schema[1].children[0].children[0].local_id, 0); + EXPECT_EQ(schema[1].children[0].children[1].name, "b"); + EXPECT_EQ(schema[1].children[0].children[1].local_id, 1); + + EXPECT_EQ(schema[2].name, "kv"); + EXPECT_EQ(schema[2].local_id, 9); + ASSERT_EQ(schema[2].children.size(), 2); + EXPECT_EQ(schema[2].children[0].name, "key"); + EXPECT_EQ(schema[2].children[0].local_id, 0); + EXPECT_EQ(schema[2].children[1].name, "value"); + EXPECT_EQ(schema[2].children[1].local_id, 1); + ASSERT_EQ(schema[2].children[1].children.size(), 2); + EXPECT_EQ(schema[2].children[1].children[0].name, "a"); + EXPECT_EQ(schema[2].children[1].children[1].name, "b"); +} + +// Scenario: Hive text escapes a field separator inside a string. The splitter keeps the escaped +// separator in the same field, and hive-text serde unescapes the final string value. +TEST_F(TextV2ReaderTest, EscapedSeparatorStaysInsideStringField) { + const auto escaped_path = (_test_dir / "escaped.text").string(); + std::ofstream output(escaped_path, std::ios::binary); + output << "1,alice\\,team,10\n"; + output.close(); + + auto reader = create_reader(escaped_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(1)), + LocalColumnIndex::top_level(LocalColumnId(2))}; + request->local_positions.emplace(LocalColumnId(1), LocalIndex(0)); + request->local_positions.emplace(LocalColumnId(2), LocalIndex(1)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {1, 2}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_EQ(nullable_string_at(*block.get_by_position(0).column, 0), "alice,team"); + EXPECT_EQ(nullable_int_at(*block.get_by_position(1).column, 0), 10); +} + +// Scenario: Hive text supports multi-character field separators. V2 must not split on partial +// matches and must still honor FileScanRequest output positions. +TEST_F(TextV2ReaderTest, MultiCharacterSeparatorReadsRequestedColumns) { + const auto multi_path = (_test_dir / "multi.text").string(); + std::ofstream output(multi_path, std::ios::binary); + output << "3||carol||30\n"; + output.close(); + + _params.file_attributes.text_params.__set_column_separator("||"); + auto reader = create_reader(multi_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(1)), + LocalColumnIndex::top_level(LocalColumnId(0))}; + request->local_positions.emplace(LocalColumnId(1), LocalIndex(0)); + request->local_positions.emplace(LocalColumnId(0), LocalIndex(1)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {1, 0}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_EQ(nullable_string_at(*block.get_by_position(0).column, 0), "carol"); + EXPECT_EQ(nullable_int_at(*block.get_by_position(1).column, 0), 3); +} + +// Scenario: column_idxs can map table slots to non-identity Hive text field ordinals. +TEST_F(TextV2ReaderTest, ColumnIdxsMapSlotsToTextOrdinals) { + const auto remap_path = (_test_dir / "remapped.text").string(); + std::ofstream output(remap_path, std::ios::binary); + output << "doris,40,4\n"; + output.close(); + + _params.__set_column_idxs({2, 0, 1}); + auto reader = create_reader(remap_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + EXPECT_EQ(schema[0].local_id, 2); + EXPECT_EQ(schema[1].local_id, 0); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(2)), + LocalColumnIndex::top_level(LocalColumnId(0))}; + request->local_positions.emplace(LocalColumnId(2), LocalIndex(0)); + request->local_positions.emplace(LocalColumnId(0), LocalIndex(1)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {2, 0}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_EQ(nullable_int_at(*block.get_by_position(0).column, 0), 4); + EXPECT_EQ(nullable_string_at(*block.get_by_position(1).column, 0), "doris"); +} + +// Scenario: Hive text complex values are encoded inside one top-level text field. V2 reads the +// complete struct field first, then evaluates a file-local predicate on one child, covering +// `SELECT s.a WHERE s.b > 10` without pretending that Text has physical nested-column pruning. +TEST_F(TextV2ReaderTest, FullStructColumnSupportsChildConjunctFiltering) { + const auto complex_path = (_test_dir / "complex.text").string(); + std::ofstream output(complex_path, std::ios::binary); + output << "1|11,5|10\n"; + output << "2|22,20|20\n"; + output.close(); + + _params.file_attributes.text_params.__set_column_separator("|"); + _params.file_attributes.text_params.__set_collection_delimiter(","); + _params.__set_column_idxs({0, 1, 2}); + auto slots = build_struct_slots(&_pool); + auto reader = create_reader(complex_path, &_params, slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(1))}; + request->local_positions.emplace(LocalColumnId(1), LocalIndex(0)); + request->conjuncts = {prepared_conjunct( + &_state, std::make_shared( + /*block_position=*/0, /*child_index=*/1, /*value=*/10))}; + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {1}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_EQ(nullable_struct_int_child_at(*block.get_by_position(0).column, 0, 0), 22); + EXPECT_EQ(nullable_struct_int_child_at(*block.get_by_position(0).column, 1, 0), 20); +} + +// Scenario: missing Hive text fields are materialized as NULL rather than shifting later columns. +TEST_F(TextV2ReaderTest, MissingRequestedFieldUsesNullFormat) { + const auto missing_path = (_test_dir / "missing.text").string(); + std::ofstream output(missing_path, std::ios::binary); + output << "1,alice\n"; + output.close(); + + auto reader = create_reader(missing_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(2))}; + request->local_positions.emplace(LocalColumnId(2), LocalIndex(0)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {2}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_TRUE(is_null_at(*block.get_by_position(0).column, 0)); +} + +// Scenario: Text v2 can scan a request with no materialized columns. This is used by table-level +// COUNT-style paths where the reader must still return the number of logical rows read. +TEST_F(TextV2ReaderTest, EmptyFileLocalProjectionStillReportsRows) { + auto reader = create_reader(_file_path, &_params, _slots, &_state, &_profile); + auto request = std::make_shared(); + ASSERT_TRUE(reader->open(request).ok()); + + Block block; + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + EXPECT_EQ(rows, 2); + EXPECT_FALSE(eof); +} + +// Scenario: stream load/http_stream text input is not backed by a filesystem. If TableReader fails +// to preserve the stream load id, the v2 reader should report that directly instead of calling the +// generic FileFactory path and returning "unsupported file reader type: 2". +TEST_F(TextV2ReaderTest, StreamInputRequiresLoadIdBeforeOpeningPipe) { + _params.__set_file_type(TFileType::FILE_STREAM); + auto reader = create_reader(_file_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(0))}; + request->local_positions.emplace(LocalColumnId(0), LocalIndex(0)); + const auto status = reader->open(request); + + ASSERT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("stream reader requires load id"), std::string::npos) + << status; +} + +// Scenario: explicit text null_format is honored by Hive-text serde. Unlike CSV +// empty_field_as_null, an empty text field is not NULL unless it equals null_format exactly. +TEST_F(TextV2ReaderTest, NullFormatProducesNullableValue) { + const auto null_path = (_test_dir / "null_format.text").string(); + std::ofstream output(null_path, std::ios::binary); + output << "1,NULL,10\n"; + output << "2,,20\n"; + output.close(); + + _params.file_attributes.text_params.__set_null_format("NULL"); + auto reader = create_reader(null_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(1))}; + request->local_positions.emplace(LocalColumnId(1), LocalIndex(0)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {1}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 2); + EXPECT_TRUE(is_null_at(*block.get_by_position(0).column, 0)); + EXPECT_FALSE(is_null_at(*block.get_by_position(0).column, 1)); + EXPECT_EQ(nullable_string_at(*block.get_by_position(0).column, 1), ""); +} + +// Scenario: Hive SerDe can define the empty string itself as NULL. The nullable string fast path +// must match the generic nullable serde behavior instead of treating empty null_format as +// "null format is not configured". +TEST_F(TextV2ReaderTest, EmptyNullFormatProducesNullableValue) { + const auto null_path = (_test_dir / "empty_null_format.text").string(); + std::ofstream output(null_path, std::ios::binary); + output << "1,alice,10\n"; + output << "2,,20\n"; + output << "3,NULL,30\n"; + output.close(); + + _params.file_attributes.text_params.__set_null_format(""); + auto reader = create_reader(null_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(1))}; + request->local_positions.emplace(LocalColumnId(1), LocalIndex(0)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {1}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 3); + EXPECT_FALSE(is_null_at(*block.get_by_position(0).column, 0)); + EXPECT_TRUE(is_null_at(*block.get_by_position(0).column, 1)); + EXPECT_FALSE(is_null_at(*block.get_by_position(0).column, 2)); + EXPECT_EQ(nullable_string_at(*block.get_by_position(0).column, 2), "NULL"); +} + +// Scenario: TEXT_WITH_NAMES_AND_TYPES-style headers share the delimited text base skip path with +// CSV. Both header records must be skipped before the first data row is read. +TEST_F(TextV2ReaderTest, HeaderNamesAndTypesSkipsTwoLines) { + const auto header_path = (_test_dir / "header_names_types.text").string(); + std::ofstream output(header_path, std::ios::binary); + output << "id,name,score\n"; + output << "INT,STRING,INT\n"; + output << "7,carol,70\n"; + output.close(); + + _params.file_attributes.__set_header_type(BeConsts::CSV_WITH_NAMES_AND_TYPES); + auto reader = create_reader(header_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(0))}; + request->local_positions.emplace(LocalColumnId(0), LocalIndex(0)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {0}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_EQ(nullable_int_at(*block.get_by_position(0).column, 0), 7); +} + +// Scenario: the shared delimited text base removes UTF-8 BOM from the first returned data line. +// This matters for headerless text files whose first column is numeric. +TEST_F(TextV2ReaderTest, BomIsRemovedFromFirstDataLineWithoutHeader) { + const auto bom_path = (_test_dir / "bom_data.text").string(); + std::ofstream output(bom_path, std::ios::binary); + output.write("\xEF\xBB\xBF", 3); + output << "5,bom,50\n"; + output.close(); + + auto reader = create_reader(bom_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(0))}; + request->local_positions.emplace(LocalColumnId(0), LocalIndex(0)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {0}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_EQ(nullable_int_at(*block.get_by_position(0).column, 0), 5); +} + +// Scenario: when FE does not set header_type, skip_lines should be honored by the shared +// delimited text base before TextReader starts splitting rows. +TEST_F(TextV2ReaderTest, SkipLinesUsedWhenHeaderTypeUnset) { + const auto skip_path = (_test_dir / "skip_lines.text").string(); + std::ofstream output(skip_path, std::ios::binary); + output << "skip me\n"; + output << "skip me too\n"; + output << "3,dan,30\n"; + output.close(); + + _params.file_attributes.__isset.header_type = false; + _params.file_attributes.__set_skip_lines(2); + auto reader = create_reader(skip_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(0))}; + request->local_positions.emplace(LocalColumnId(0), LocalIndex(0)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {0}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_EQ(nullable_int_at(*block.get_by_position(0).column, 0), 3); +} + +// Scenario: Hive TEXTFILE treats an empty physical line as a record. For the first field it +// deserializes an empty value; missing trailing fields are filled with null_format. +TEST_F(TextV2ReaderTest, EmptyLineAsRecordByDefault) { + const auto empty_line_path = (_test_dir / "empty_line.text").string(); + std::ofstream output(empty_line_path, std::ios::binary); + output << "\n"; + output << "4,erin,40\n"; + output.close(); + + auto reader = create_reader(empty_line_path, &_params, _slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(0)), + LocalColumnIndex::top_level(LocalColumnId(1)), + LocalColumnIndex::top_level(LocalColumnId(2))}; + request->local_positions.emplace(LocalColumnId(0), LocalIndex(0)); + request->local_positions.emplace(LocalColumnId(1), LocalIndex(1)); + request->local_positions.emplace(LocalColumnId(2), LocalIndex(2)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {0, 1, 2}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 2); + EXPECT_TRUE(is_null_at(*block.get_by_position(0).column, 0)); + EXPECT_TRUE(is_null_at(*block.get_by_position(1).column, 0)); + EXPECT_TRUE(is_null_at(*block.get_by_position(2).column, 0)); + EXPECT_EQ(nullable_int_at(*block.get_by_position(0).column, 1), 4); + EXPECT_EQ(nullable_string_at(*block.get_by_position(1).column, 1), "erin"); + EXPECT_EQ(nullable_int_at(*block.get_by_position(2).column, 1), 40); +} + +// Scenario: for a single-column Hive TEXTFILE table, an empty physical line is one empty string +// field rather than a skipped row. +TEST_F(TextV2ReaderTest, EmptyLineAsSingleEmptyStringField) { + const auto empty_line_path = (_test_dir / "empty_line_single_string.text").string(); + std::ofstream output(empty_line_path, std::ios::binary); + output << "\n"; + output << "erin\n"; + output.close(); + + _params.__set_column_idxs({0}); + const std::vector slots {make_test_slot( + &_pool, 0, 0, make_nullable(std::make_shared()), "value")}; + auto reader = create_reader(empty_line_path, &_params, slots, &_state, &_profile); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(0))}; + request->local_positions.emplace(LocalColumnId(0), LocalIndex(0)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {0}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 2); + EXPECT_FALSE(is_null_at(*block.get_by_position(0).column, 0)); + EXPECT_EQ(nullable_string_at(*block.get_by_position(0).column, 0), ""); + EXPECT_EQ(nullable_string_at(*block.get_by_position(0).column, 1), "erin"); +} + +// Scenario: text v2 COUNT pushdown counts empty physical lines as Hive TEXTFILE records. +TEST_F(TextV2ReaderTest, CountAggregatePreservesEmptyLines) { + const auto empty_line_path = (_test_dir / "empty_line_count.text").string(); + std::ofstream output(empty_line_path, std::ios::binary); + output << "\n"; + output << "4,erin,40\n"; + output.close(); + + auto reader = create_reader(empty_line_path, &_params, _slots, &_state, &_profile); + auto request = std::make_shared(); + ASSERT_TRUE(reader->open(request).ok()); + + FileAggregateRequest aggregate_request; + aggregate_request.agg_type = TPushAggOp::type::COUNT; + FileAggregateResult aggregate_result; + ASSERT_TRUE(reader->get_aggregate_result(aggregate_request, &aggregate_result).ok()); + EXPECT_EQ(aggregate_result.count, 2); +} + +// Scenario: Text v2 COUNT pushdown scans rows because text files do not expose row-count metadata. +TEST_F(TextV2ReaderTest, CountAggregateScansRows) { + auto reader = create_reader(_file_path, &_params, _slots, &_state, &_profile); + auto request = std::make_shared(); + ASSERT_TRUE(reader->open(request).ok()); + + FileAggregateRequest aggregate_request; + aggregate_request.agg_type = TPushAggOp::type::COUNT; + FileAggregateResult aggregate_result; + ASSERT_TRUE(reader->get_aggregate_result(aggregate_request, &aggregate_result).ok()); + EXPECT_EQ(aggregate_result.count, 2); +} + +// Scenario: a non-first split starts inside a text record and must skip the partial first line. +TEST_F(TextV2ReaderTest, NonFirstSplitSkipsPartialFirstRecord) { + const auto split_path = (_test_dir / "split.text").string(); + std::ofstream output(split_path, std::ios::binary); + output << "1,skip,10\n"; + output << "2,bob,20\n"; + output.close(); + + auto reader = create_reader(split_path, &_params, _slots, &_state, &_profile, + /*range_start_offset=*/3); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(0))}; + request->local_positions.emplace(LocalColumnId(0), LocalIndex(0)); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_block(schema, {0}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_EQ(nullable_int_at(*block.get_by_position(0).column, 0), 2); +} + +// Scenario: compressed text cannot be split at arbitrary byte offsets because the decompressor +// needs the stream from the beginning. V2 should reject such a split before constructing the line +// reader. +TEST_F(TextV2ReaderTest, NonFirstCompressedSplitReturnsError) { + _params.__set_compress_type(TFileCompressType::GZ); + auto reader = create_reader(_file_path, &_params, _slots, &_state, &_profile, + /*range_start_offset=*/1); + + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(0))}; + request->local_positions.emplace(LocalColumnId(0), LocalIndex(0)); + EXPECT_FALSE(reader->open(request).ok()); +} + +// Scenario: FileScanRequest is a TableReader-to-FileReader contract. Unknown TEXT ordinals, +// out-of-range block positions, and sparse block-position maps must fail during reader open. +TEST_F(TextV2ReaderTest, InvalidScanRequestReturnsError) { + { + auto reader = create_reader(_file_path, &_params, _slots, &_state, &_profile); + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(99))}; + request->local_positions.emplace(LocalColumnId(99), LocalIndex(0)); + EXPECT_FALSE(reader->open(request).ok()); + } + { + auto reader = create_reader(_file_path, &_params, _slots, &_state, &_profile); + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(0))}; + request->local_positions.emplace(LocalColumnId(0), LocalIndex(2)); + EXPECT_FALSE(reader->open(request).ok()); + } + { + auto reader = create_reader(_file_path, &_params, _slots, &_state, &_profile); + auto request = std::make_shared(); + request->non_predicate_columns = {LocalColumnIndex::top_level(LocalColumnId(0)), + LocalColumnIndex::top_level(LocalColumnId(1))}; + request->local_positions.emplace(LocalColumnId(0), LocalIndex(0)); + request->local_positions.emplace(LocalColumnId(1), LocalIndex(0)); + EXPECT_FALSE(reader->open(request).ok()); + } +} + +// Scenario: unsupported aggregate requests must fail explicitly instead of returning partial +// results from the scan path. +TEST_F(TextV2ReaderTest, UnsupportedAggregateReturnsNotSupported) { + auto reader = create_reader(_file_path, &_params, _slots, &_state, &_profile); + auto request = std::make_shared(); + ASSERT_TRUE(reader->open(request).ok()); + + FileAggregateRequest aggregate_request; + aggregate_request.agg_type = TPushAggOp::type::MINMAX; + FileAggregateResult aggregate_result; + EXPECT_FALSE(reader->get_aggregate_result(aggregate_request, &aggregate_result).ok()); +} + +} // namespace +} // namespace doris::format::text diff --git a/be/test/format_v2/expr/cast_test.cpp b/be/test/format_v2/expr/cast_test.cpp new file mode 100644 index 00000000000000..341b89433f0c08 --- /dev/null +++ b/be/test/format_v2/expr/cast_test.cpp @@ -0,0 +1,172 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/expr/cast.h" + +#include + +#include +#include +#include + +#include "common/status.h" +#include "core/block/block.h" +#include "core/column/column_nullable.h" +#include "core/column/column_vector.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" +#include "core/field.h" +#include "exprs/vexpr_context.h" +#include "exprs/vliteral.h" +#include "exprs/vslot_ref.h" +#include "runtime/descriptors.h" +#include "testutil/column_helper.h" +#include "testutil/mock/mock_runtime_state.h" + +namespace doris::format { + +class CastTest : public testing::Test { +protected: + void SetUp() override { state.set_enable_strict_cast(true); } + + static VExprContextSPtr create_context(const DataTypePtr& return_type, + const DataTypePtr& child_type, int child_column_id = 0) { + auto cast = Cast::create_shared(return_type); + cast->add_child(VSlotRef::create_shared(child_column_id, child_column_id, -1, child_type, + "source_column")); + return VExprContext::create_shared(cast); + } + + Status prepare_open_execute(VExprContext* context, Block* block, int* result_column_id) { + RETURN_IF_ERROR(context->prepare(&state, RowDescriptor())); + RETURN_IF_ERROR(context->open(&state)); + return context->execute(block, result_column_id); + } + + MockRuntimeState state; +}; + +TEST_F(CastTest, CastIntSlotToBigInt) { + auto source_type = std::make_shared(); + auto return_type = std::make_shared(); + auto context = create_context(return_type, source_type); + Block block; + block.insert(ColumnHelper::create_column_with_name({1, -2, 3})); + + int result_column_id = -1; + auto status = prepare_open_execute(context.get(), &block, &result_column_id); + ASSERT_TRUE(status.ok()) << status; + + ASSERT_EQ(result_column_id, 1); + ASSERT_EQ(block.columns(), 2); + EXPECT_EQ(block.get_by_position(result_column_id).type, return_type); + const auto& result_column = + assert_cast(*block.get_by_position(result_column_id).column); + EXPECT_EQ(result_column.get_data()[0], 1); + EXPECT_EQ(result_column.get_data()[1], -2); + EXPECT_EQ(result_column.get_data()[2], 3); + + context->close(); +} + +TEST_F(CastTest, CastStringSlotToNullableInt) { + state.set_enable_strict_cast(false); + auto source_type = std::make_shared(); + auto return_type = std::make_shared(std::make_shared()); + auto context = create_context(return_type, source_type); + Block block; + block.insert(ColumnHelper::create_column_with_name({"10", "bad", "-3"})); + + int result_column_id = -1; + auto status = prepare_open_execute(context.get(), &block, &result_column_id); + ASSERT_TRUE(status.ok()) << status; + + const auto& nullable_column = + assert_cast(*block.get_by_position(result_column_id).column); + const auto& result_column = + assert_cast(nullable_column.get_nested_column()); + const auto& null_map = nullable_column.get_null_map_data(); + EXPECT_EQ(result_column.get_data()[0], 10); + EXPECT_EQ(result_column.get_data()[2], -3); + EXPECT_EQ(null_map[0], 0); + EXPECT_EQ(null_map[1], 1); + EXPECT_EQ(null_map[2], 0); + + context->close(); +} + +TEST_F(CastTest, CastLiteralToString) { + auto source_type = std::make_shared(); + auto return_type = std::make_shared(); + auto cast = Cast::create_shared(return_type); + cast->add_child(VLiteral::create_shared(source_type, Field::create_field(123))); + auto context = VExprContext::create_shared(cast); + Block block; + block.insert(ColumnHelper::create_column_with_name({1, 2, 3})); + + int result_column_id = -1; + auto status = prepare_open_execute(context.get(), &block, &result_column_id); + ASSERT_TRUE(status.ok()) << status; + + const auto& result = block.get_by_position(result_column_id); + EXPECT_EQ(result.type->to_string(*result.column, 0), "123"); + EXPECT_EQ(result.type->to_string(*result.column, 1), "123"); + EXPECT_EQ(result.type->to_string(*result.column, 2), "123"); + + context->close(); +} + +TEST_F(CastTest, EmptyBlockAppendsEmptyResultColumn) { + auto source_type = std::make_shared(); + auto return_type = std::make_shared(); + auto context = create_context(return_type, source_type); + Block block; + block.insert(ColumnHelper::create_column_with_name({})); + + int result_column_id = -1; + auto status = prepare_open_execute(context.get(), &block, &result_column_id); + ASSERT_TRUE(status.ok()) << status; + + ASSERT_EQ(result_column_id, 1); + EXPECT_EQ(block.get_by_position(result_column_id).column->size(), 0); + + context->close(); +} + +TEST_F(CastTest, PrepareRejectsMissingChild) { + auto cast = Cast::create_shared(std::make_shared()); + VExprContext context(cast); + + auto status = context.prepare(&state, RowDescriptor()); + ASSERT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("exactly 1 child expr"), std::string::npos); +} + +TEST_F(CastTest, PrepareRejectsMultipleChildren) { + auto child_type = std::make_shared(); + auto cast = Cast::create_shared(std::make_shared()); + cast->add_child(VSlotRef::create_shared(0, 0, -1, child_type, "c0")); + cast->add_child(VSlotRef::create_shared(1, 1, -1, child_type, "c1")); + VExprContext context(cast); + + auto status = context.prepare(&state, RowDescriptor()); + ASSERT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("exactly 1 child expr"), std::string::npos); +} + +} // namespace doris::format diff --git a/be/test/format_v2/expr/delete_predicate_test.cpp b/be/test/format_v2/expr/delete_predicate_test.cpp new file mode 100644 index 00000000000000..264a9fdf9b19f5 --- /dev/null +++ b/be/test/format_v2/expr/delete_predicate_test.cpp @@ -0,0 +1,168 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/expr/delete_predicate.h" + +#include + +#include +#include +#include + +#include "common/status.h" +#include "core/block/block.h" +#include "core/column/column_vector.h" +#include "core/data_type/data_type_number.h" +#include "exprs/vexpr_context.h" +#include "runtime/descriptors.h" +#include "testutil/mock/mock_slot_ref.h" + +namespace doris::format { + +class DeletePredicateTest : public testing::Test { +protected: + static Block make_block(const std::vector& row_ids) { + auto column = ColumnInt64::create(); + for (auto row_id : row_ids) { + column->insert_value(row_id); + } + + Block block; + block.insert({std::move(column), std::make_shared(), "row_id"}); + return block; + } + + static std::vector result_column_data(const Block& block, int result_column_id) { + const auto& result_column = + assert_cast(*block.get_by_position(result_column_id).column); + return {result_column.get_data().begin(), result_column.get_data().end()}; + } + + static Status execute_delete_predicate(const std::vector& deleted_rows, Block* block, + int* result_column_id) { + auto delete_predicate = std::make_shared(deleted_rows); + delete_predicate->_open_finished = true; + delete_predicate->add_child( + std::make_shared(0, std::make_shared())); + + VExprContext context(delete_predicate); + return delete_predicate->execute(&context, block, result_column_id); + } +}; + +TEST_F(DeletePredicateTest, MatchDeletedRowsInInputRange) { + const std::vector deleted_rows {-3, 1, 4, 8, 12, 20}; + auto block = make_block({0, 1, 2, 3, 4, 5, 8, 12}); + + int result_column_id = -1; + auto status = execute_delete_predicate(deleted_rows, &block, &result_column_id); + ASSERT_TRUE(status.ok()) << status; + + EXPECT_EQ(result_column_id, 1); + EXPECT_EQ(result_column_data(block, result_column_id), + std::vector({0, 1, 0, 0, 1, 0, 1, 1})); +} + +TEST_F(DeletePredicateTest, EmptyDeletedRowsReturnAllFalse) { + const std::vector deleted_rows; + auto block = make_block({1, 2, 3}); + + int result_column_id = -1; + auto status = execute_delete_predicate(deleted_rows, &block, &result_column_id); + ASSERT_TRUE(status.ok()) << status; + + EXPECT_EQ(result_column_data(block, result_column_id), std::vector({0, 0, 0})); +} + +TEST_F(DeletePredicateTest, DeletedRowsOutsideInputRangeReturnAllFalse) { + const std::vector deleted_rows {-10, -1, 10, 11}; + auto block = make_block({1, 2, 3}); + + int result_column_id = -1; + auto status = execute_delete_predicate(deleted_rows, &block, &result_column_id); + ASSERT_TRUE(status.ok()) << status; + + EXPECT_EQ(result_column_data(block, result_column_id), std::vector({0, 0, 0})); +} + +TEST_F(DeletePredicateTest, EmptyRowIdColumnAppendsEmptyResultColumn) { + const std::vector deleted_rows {1, 2, 3}; + auto block = make_block({}); + + int result_column_id = -1; + auto status = execute_delete_predicate(deleted_rows, &block, &result_column_id); + ASSERT_TRUE(status.ok()) << status; + + EXPECT_EQ(block.columns(), 2); + EXPECT_EQ(result_column_id, 1); + EXPECT_EQ(result_column_data(block, result_column_id), std::vector({})); +} + +TEST_F(DeletePredicateTest, MissingRowIdColumnReturnsError) { + const std::vector deleted_rows {1, 2, 3}; + Block block; + + int result_column_id = -1; + auto status = execute_delete_predicate(deleted_rows, &block, &result_column_id); + ASSERT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("invalid column id"), std::string::npos); + EXPECT_EQ(block.columns(), 0); + EXPECT_EQ(result_column_id, -1); +} + +TEST_F(DeletePredicateTest, MissingRowIdChildReturnsError) { + const std::vector deleted_rows {1}; + auto block = make_block({1}); + auto delete_predicate = std::make_shared(deleted_rows); + delete_predicate->_open_finished = true; + VExprContext context(delete_predicate); + + int result_column_id = -1; + auto status = delete_predicate->execute(&context, &block, &result_column_id); + ASSERT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("exactly 1 child expr"), std::string::npos); +} + +TEST_F(DeletePredicateTest, ExecuteColumnImplReturnsError) { + const std::vector deleted_rows {1}; + DeletePredicate delete_predicate(deleted_rows); + VExprContext context(std::make_shared(deleted_rows)); + ColumnPtr result_column; + + auto status = + delete_predicate.execute_column_impl(&context, nullptr, nullptr, 0, result_column); + ASSERT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("DeletePredicate::execute_column_impl"), std::string::npos); +} + +TEST_F(DeletePredicateTest, LifecycleAndDebugString) { + const std::vector deleted_rows {1}; + DeletePredicate delete_predicate(deleted_rows); + VExprContext context(std::make_shared(deleted_rows)); + RowDescriptor row_desc; + + auto status = delete_predicate.prepare(nullptr, row_desc, &context); + ASSERT_TRUE(status.ok()) << status; + EXPECT_EQ(delete_predicate.expr_name(), "DeletePredicate"); + EXPECT_EQ(delete_predicate.debug_string(), "DeletePredicate"); + + status = delete_predicate.open(nullptr, &context, FunctionContext::THREAD_LOCAL); + ASSERT_TRUE(status.ok()) << status; + delete_predicate.close(&context, FunctionContext::THREAD_LOCAL); +} + +} // namespace doris::format diff --git a/be/test/format_v2/expr/equality_delete_predicate_test.cpp b/be/test/format_v2/expr/equality_delete_predicate_test.cpp new file mode 100644 index 00000000000000..886a86713fe8da --- /dev/null +++ b/be/test/format_v2/expr/equality_delete_predicate_test.cpp @@ -0,0 +1,181 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/expr/equality_delete_predicate.h" + +#include + +#include +#include +#include +#include + +#include "common/status.h" +#include "core/assert_cast.h" +#include "core/block/block.h" +#include "core/column/column_nullable.h" +#include "core/column/column_string.h" +#include "core/column/column_vector.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" +#include "exprs/vexpr_context.h" +#include "format_v2/expr/cast.h" +#include "runtime/descriptors.h" +#include "testutil/column_helper.h" +#include "testutil/mock/mock_runtime_state.h" +#include "testutil/mock/mock_slot_ref.h" + +namespace doris::format { + +class EqualityDeletePredicateTest : public testing::Test { +protected: + static ColumnWithTypeAndName make_nullable_int_column( + const std::string& name, const std::vector>& values) { + auto data = ColumnInt32::create(); + auto null_map = ColumnUInt8::create(); + for (const auto& value : values) { + data->insert_value(value.value_or(0)); + null_map->insert_value(!value.has_value()); + } + auto type = make_nullable(std::make_shared()); + return {ColumnNullable::create(std::move(data), std::move(null_map)), type, name}; + } + + static ColumnWithTypeAndName make_nullable_string_column( + const std::string& name, const std::vector>& values) { + auto data = ColumnString::create(); + auto null_map = ColumnUInt8::create(); + for (const auto& value : values) { + const std::string data_value = value.value_or(""); + data->insert_data(data_value.data(), data_value.size()); + null_map->insert_value(!value.has_value()); + } + auto type = make_nullable(std::make_shared()); + return {ColumnNullable::create(std::move(data), std::move(null_map)), type, name}; + } + + static std::vector result_column_data(const Block& block, int result_column_id) { + const auto& result_column = + assert_cast(*block.get_by_position(result_column_id).column); + return {result_column.get_data().begin(), result_column.get_data().end()}; + } + + static Status execute_equality_delete_predicate(Block delete_block, std::vector field_ids, + Block* data_block, int* result_column_id) { + auto predicate = + std::make_shared(std::move(delete_block), field_ids); + predicate->_open_finished = true; + for (size_t idx = 0; idx < field_ids.size(); ++idx) { + predicate->add_child( + std::make_shared(idx, data_block->get_by_position(idx).type)); + } + + VExprContext context(predicate); + return predicate->execute(&context, data_block, result_column_id); + } + + static Status execute_prepared_equality_delete_predicate(const VExprContextSPtr& context, + MockRuntimeState* state, + Block* data_block, + int* result_column_id) { + RETURN_IF_ERROR(context->prepare(state, RowDescriptor())); + RETURN_IF_ERROR(context->open(state)); + return context->execute(data_block, result_column_id); + } +}; + +TEST_F(EqualityDeletePredicateTest, MatchSingleColumn) { + Block delete_block; + delete_block.insert(make_nullable_int_column("id", {1, 4})); + Block data_block; + data_block.insert(make_nullable_int_column("id", {1, 2, 3, 4})); + + int result_column_id = -1; + auto status = execute_equality_delete_predicate(std::move(delete_block), {1}, &data_block, + &result_column_id); + ASSERT_TRUE(status.ok()) << status; + EXPECT_EQ(result_column_data(data_block, result_column_id), std::vector({1, 0, 0, 1})); +} + +TEST_F(EqualityDeletePredicateTest, MatchMultipleColumns) { + Block delete_block; + delete_block.insert(make_nullable_int_column("id", {1, 2})); + delete_block.insert(make_nullable_string_column("name", {"a", "b"})); + Block data_block; + data_block.insert(make_nullable_int_column("id", {1, 1, 2, 2})); + data_block.insert(make_nullable_string_column("name", {"a", "b", "a", "b"})); + + int result_column_id = -1; + auto status = execute_equality_delete_predicate(std::move(delete_block), {1, 2}, &data_block, + &result_column_id); + ASSERT_TRUE(status.ok()) << status; + EXPECT_EQ(result_column_data(data_block, result_column_id), std::vector({1, 0, 0, 1})); +} + +TEST_F(EqualityDeletePredicateTest, MatchNullValues) { + Block delete_block; + delete_block.insert(make_nullable_int_column("id", {std::nullopt})); + Block data_block; + data_block.insert(make_nullable_int_column("id", {1, std::nullopt, 3})); + + int result_column_id = -1; + auto status = execute_equality_delete_predicate(std::move(delete_block), {1}, &data_block, + &result_column_id); + ASSERT_TRUE(status.ok()) << status; + EXPECT_EQ(result_column_data(data_block, result_column_id), std::vector({0, 1, 0})); +} + +TEST_F(EqualityDeletePredicateTest, MatchAfterCastToDeleteKeyType) { + Block delete_block; + delete_block.insert(make_nullable_int_column("id", {1, 4})); + Block data_block; + data_block.insert(ColumnHelper::create_column_with_name({1, 2, 4})); + + auto predicate = std::make_shared(std::move(delete_block), + std::vector {1}); + auto cast_expr = Cast::create_shared(make_nullable(std::make_shared())); + cast_expr->add_child(std::make_shared(0, data_block.get_by_position(0).type)); + predicate->add_child(std::move(cast_expr)); + auto context = VExprContext::create_shared(predicate); + MockRuntimeState state; + + int result_column_id = -1; + auto status = execute_prepared_equality_delete_predicate(context, &state, &data_block, + &result_column_id); + ASSERT_TRUE(status.ok()) << status; + EXPECT_EQ(result_column_data(data_block, result_column_id), std::vector({1, 0, 1})); + context->close(); +} + +TEST_F(EqualityDeletePredicateTest, ChildCountMismatchReturnsError) { + Block delete_block; + delete_block.insert(make_nullable_int_column("id", {1})); + auto predicate = std::make_shared(std::move(delete_block), + std::vector {1}); + predicate->_open_finished = true; + Block data_block; + data_block.insert(make_nullable_int_column("id", {1})); + VExprContext context(predicate); + + int result_column_id = -1; + auto status = predicate->execute(&context, &data_block, &result_column_id); + ASSERT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("should have 1 child exprs"), std::string::npos); +} + +} // namespace doris::format diff --git a/be/test/format_v2/json/json_reader_test.cpp b/be/test/format_v2/json/json_reader_test.cpp new file mode 100644 index 00000000000000..d968a9d5bee571 --- /dev/null +++ b/be/test/format_v2/json/json_reader_test.cpp @@ -0,0 +1,502 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/json/json_reader.h" + +#include + +#include +#include +#include +#include +#include +#include + +#include "common/object_pool.h" +#include "core/assert_cast.h" +#include "core/block/block.h" +#include "core/column/column_nullable.h" +#include "core/column/column_string.h" +#include "core/column/column_vector.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" +#include "exprs/vexpr.h" +#include "exprs/vexpr_context.h" +#include "format_v2/column_data.h" +#include "io/io_common.h" +#include "runtime/descriptors.h" +#include "runtime/runtime_profile.h" +#include "testutil/mock/mock_runtime_state.h" + +namespace doris::format::json { +namespace { + +TFileScanRangeParams json_scan_params(bool read_json_by_line = true, bool strip_outer_array = false, + std::string jsonpaths = "", std::string json_root = "", + bool ignore_malformed = false) { + TFileScanRangeParams params; + params.__set_format_type(TFileFormatType::FORMAT_JSON); + params.__set_file_type(TFileType::FILE_LOCAL); + params.__set_compress_type(TFileCompressType::PLAIN); + TFileAttributes attributes; + TFileTextScanRangeParams text_params; + text_params.__set_line_delimiter("\n"); + attributes.__set_text_params(std::move(text_params)); + attributes.__set_read_json_by_line(read_json_by_line); + attributes.__set_strip_outer_array(strip_outer_array); + attributes.__set_num_as_string(false); + attributes.__set_fuzzy_parse(false); + if (!jsonpaths.empty()) { + attributes.__set_jsonpaths(std::move(jsonpaths)); + } + if (!json_root.empty()) { + attributes.__set_json_root(std::move(json_root)); + } + if (ignore_malformed) { + attributes.__set_openx_json_ignore_malformed(true); + } + params.__set_file_attributes(std::move(attributes)); + return params; +} + +SlotDescriptor* make_test_slot(ObjectPool* pool, int slot_id, int slot_idx, DataTypePtr type, + const std::string& name) { + TSlotDescriptor slot_desc; + slot_desc.__set_id(slot_id); + slot_desc.__set_parent(0); + slot_desc.__set_slotType(type->to_thrift()); + slot_desc.__set_columnPos(slot_idx); + slot_desc.__set_byteOffset(0); + if (type->is_nullable()) { + slot_desc.__set_nullIndicatorByte(slot_idx / 8); + slot_desc.__set_nullIndicatorBit(slot_idx % 8); + } else { + slot_desc.__set_nullIndicatorByte(0); + slot_desc.__set_nullIndicatorBit(-1); + } + slot_desc.__set_slotIdx(slot_idx); + slot_desc.__set_isMaterialized(true); + slot_desc.__set_colName(name); + return pool->add(new SlotDescriptor(slot_desc)); +} + +std::vector build_slots(ObjectPool* pool) { + return {make_test_slot(pool, 0, 0, make_nullable(std::make_shared()), "id"), + make_test_slot(pool, 1, 1, make_nullable(std::make_shared()), "name")}; +} + +std::vector build_slots_with_required_name(ObjectPool* pool) { + return {make_test_slot(pool, 0, 0, make_nullable(std::make_shared()), "id"), + make_test_slot(pool, 1, 1, std::make_shared(), "name")}; +} + +std::unique_ptr file_description(const std::string& path) { + auto desc = std::make_unique(); + desc->path = path; + desc->file_size = static_cast(std::filesystem::file_size(path)); + desc->range_start_offset = 0; + desc->range_size = desc->file_size; + return desc; +} + +std::filesystem::path write_json_file(const std::string& name, const std::string& content) { + const auto test_dir = std::filesystem::temp_directory_path() / "doris_format_v2_json_reader"; + std::filesystem::create_directories(test_dir); + const auto file_path = test_dir / name; + std::ofstream out(file_path); + out << content; + return file_path; +} + +TFileRangeDesc file_range(const std::filesystem::path& file_path) { + TFileRangeDesc range; + range.__set_path(file_path.string()); + range.__set_start_offset(0); + range.__set_size(static_cast(std::filesystem::file_size(file_path))); + range.__set_file_size(static_cast(std::filesystem::file_size(file_path))); + return range; +} + +Block make_block(const std::vector& schema, + const std::vector& local_ids) { + Block block; + for (const auto local_id : local_ids) { + const auto it = std::ranges::find_if( + schema, [&](const auto& column) { return column.local_id == local_id; }); + EXPECT_TRUE(it != schema.end()); + block.insert({it->type->create_column(), it->type, it->name}); + } + return block; +} + +struct ReadResult { + Status status; + Status second_status = Status::OK(); + Block block; + size_t rows = 0; + bool eof = false; + size_t second_rows = 0; + bool second_eof = false; + std::vector schema; +}; + +ReadResult read_once(const std::string& file_name, const std::string& content, + TFileScanRangeParams params, const std::vector& slots, + const std::vector& requested_local_ids, bool read_twice = false) { + const auto file_path = write_json_file(file_name, content); + auto range = file_range(file_path); + + auto system_properties = std::make_shared(); + system_properties->system_type = TFileType::FILE_LOCAL; + auto desc = file_description(file_path.string()); + RuntimeProfile profile("json_v2_reader_test"); + MockRuntimeState state; + JsonReader reader(system_properties, desc, nullptr, &profile, ¶ms, range, slots); + + ReadResult result; + result.status = reader.init(&state); + if (!result.status.ok()) { + return result; + } + result.status = reader.get_schema(&result.schema); + if (!result.status.ok()) { + return result; + } + + auto request = std::make_shared(); + for (size_t i = 0; i < requested_local_ids.size(); ++i) { + request->local_positions.emplace(LocalColumnId(requested_local_ids[i]), LocalIndex(i)); + } + result.status = reader.open(request); + if (!result.status.ok()) { + return result; + } + + result.block = make_block(result.schema, requested_local_ids); + result.status = reader.get_block(&result.block, &result.rows, &result.eof); + if (result.status.ok() && read_twice) { + auto eof_block = make_block(result.schema, requested_local_ids); + result.second_status = + reader.get_block(&eof_block, &result.second_rows, &result.second_eof); + } + return result; +} + +std::string nullable_string_at(const IColumn& column, size_t row) { + const auto& nullable = assert_cast(column); + const auto& nested = assert_cast(nullable.get_nested_column()); + return nested.get_data_at(row).to_string(); +} + +std::string string_at(const IColumn& column, size_t row) { + const auto& nested = assert_cast(column); + return nested.get_data_at(row).to_string(); +} + +int32_t nullable_int_at(const IColumn& column, size_t row) { + const auto& nullable = assert_cast(column); + const auto& nested = assert_cast(nullable.get_nested_column()); + return nested.get_data()[row]; +} + +bool nullable_is_null_at(const IColumn& column, size_t row) { + const auto& nullable = assert_cast(column); + return nullable.is_null_at(row); +} + +class NullableIntGreaterThanExpr final : public VExpr { +public: + NullableIntGreaterThanExpr(size_t block_position, int32_t value) + : VExpr(std::make_shared(), false), + _block_position(block_position), + _value(value) {} + + const std::string& expr_name() const override { return _name; } + + bool is_constant() const override { return false; } + + Status execute_column_impl(VExprContext*, const Block* block, const Selector* selector, + size_t count, ColumnPtr& result_column) const override { + DORIS_CHECK(block != nullptr); + const auto& nullable = + assert_cast(*block->get_by_position(_block_position).column); + const auto& data = assert_cast(nullable.get_nested_column()); + + auto result = ColumnUInt8::create(); + auto& result_data = result->get_data(); + result_data.resize(count); + for (size_t row = 0; row < count; ++row) { + const auto source_row = selector == nullptr ? row : (*selector)[row]; + result_data[row] = + !nullable.is_null_at(source_row) && data.get_element(source_row) > _value; + } + result_column = std::move(result); + return Status::OK(); + } + + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + *cloned_expr = std::make_shared(_block_position, _value); + return Status::OK(); + } + +private: + size_t _block_position; + int32_t _value; + const std::string _name = "NullableIntGreaterThanExpr"; +}; + +VExprContextSPtr prepared_conjunct(RuntimeState* state, const VExprSPtr& expr) { + auto context = VExprContext::create_shared(expr); + auto status = context->prepare(state, RowDescriptor()); + EXPECT_TRUE(status.ok()) << status; + status = context->open(state); + EXPECT_TRUE(status.ok()) << status; + return context; +} + +} // namespace + +TEST(JsonReaderTest, ReadsRequestedColumnsInFileScanRequestOrder) { + ObjectPool pool; + auto slots = build_slots(&pool); + auto result = read_once("order.jsonl", + R"({"id":1,"name":"alice"})" + "\n" + R"({"id":2,"name":"bob"})" + "\n", + json_scan_params(), slots, {1, 0}, true); + + ASSERT_TRUE(result.status.ok()) << result.status.to_string(); + ASSERT_EQ(result.schema.size(), 2); + EXPECT_EQ(result.schema[0].name, "id"); + EXPECT_EQ(result.schema[0].local_id, 0); + EXPECT_EQ(result.schema[1].name, "name"); + EXPECT_EQ(result.schema[1].local_id, 1); + ASSERT_EQ(result.rows, 2); + ASSERT_EQ(result.block.columns(), 2); + EXPECT_EQ(nullable_string_at(*result.block.get_by_position(0).column, 0), "alice"); + EXPECT_EQ(nullable_string_at(*result.block.get_by_position(0).column, 1), "bob"); + EXPECT_EQ(nullable_int_at(*result.block.get_by_position(1).column, 0), 1); + EXPECT_EQ(nullable_int_at(*result.block.get_by_position(1).column, 1), 2); + ASSERT_TRUE(result.second_status.ok()) << result.second_status.to_string(); + EXPECT_EQ(result.second_rows, 0); + EXPECT_TRUE(result.second_eof); +} + +TEST(JsonReaderTest, ReadsSingleDocumentOuterArray) { + ObjectPool pool; + auto slots = build_slots(&pool); + auto result = + read_once("outer_array.json", R"([{"id":3,"name":"carol"},{"id":4,"name":"dave"}])", + json_scan_params(false, true), slots, {0, 1}); + + ASSERT_TRUE(result.status.ok()) << result.status.to_string(); + ASSERT_EQ(result.rows, 2); + EXPECT_EQ(nullable_int_at(*result.block.get_by_position(0).column, 0), 3); + EXPECT_EQ(nullable_string_at(*result.block.get_by_position(1).column, 0), "carol"); + EXPECT_EQ(nullable_int_at(*result.block.get_by_position(0).column, 1), 4); + EXPECT_EQ(nullable_string_at(*result.block.get_by_position(1).column, 1), "dave"); +} + +TEST(JsonReaderTest, ReadsJsonRootByLine) { + ObjectPool pool; + auto slots = build_slots(&pool); + auto result = read_once("json_root.jsonl", + R"({"payload":{"id":5,"name":"eve"}})" + "\n" + R"({"payload":{"id":6,"name":"frank"}})" + "\n", + json_scan_params(true, false, "", "$.payload"), slots, {0, 1}); + + ASSERT_TRUE(result.status.ok()) << result.status.to_string(); + ASSERT_EQ(result.rows, 2); + EXPECT_EQ(nullable_int_at(*result.block.get_by_position(0).column, 0), 5); + EXPECT_EQ(nullable_string_at(*result.block.get_by_position(1).column, 0), "eve"); + EXPECT_EQ(nullable_int_at(*result.block.get_by_position(0).column, 1), 6); + EXPECT_EQ(nullable_string_at(*result.block.get_by_position(1).column, 1), "frank"); +} + +TEST(JsonReaderTest, ReadsJsonPathsBySourceSlotAndReturnsRequestedBlockOrder) { + ObjectPool pool; + auto slots = build_slots(&pool); + auto result = read_once("jsonpaths.jsonl", + R"({"payload":{"id":7,"user":"grace"}})" + "\n" + R"({"payload":{"id":8,"user":"heidi"}})" + "\n", + json_scan_params(true, false, R"(["$.payload.id","$.payload.user"])"), + slots, {1, 0}); + + ASSERT_TRUE(result.status.ok()) << result.status.to_string(); + ASSERT_EQ(result.rows, 2); + EXPECT_EQ(nullable_string_at(*result.block.get_by_position(0).column, 0), "grace"); + EXPECT_EQ(nullable_string_at(*result.block.get_by_position(0).column, 1), "heidi"); + EXPECT_EQ(nullable_int_at(*result.block.get_by_position(1).column, 0), 7); + EXPECT_EQ(nullable_int_at(*result.block.get_by_position(1).column, 1), 8); +} + +TEST(JsonReaderTest, ReadsJsonPathsFromSingleDocumentOuterArray) { + ObjectPool pool; + auto slots = build_slots(&pool); + auto result = read_once( + "outer_array_jsonpaths.json", + R"([{"payload":{"id":12,"user":"kate"}},{"payload":{"id":13,"user":"leo"}}])", + json_scan_params(false, true, R"(["$.payload.id","$.payload.user"])"), slots, {0, 1}); + + ASSERT_TRUE(result.status.ok()) << result.status.to_string(); + ASSERT_EQ(result.rows, 2); + EXPECT_EQ(nullable_int_at(*result.block.get_by_position(0).column, 0), 12); + EXPECT_EQ(nullable_string_at(*result.block.get_by_position(1).column, 0), "kate"); + EXPECT_EQ(nullable_int_at(*result.block.get_by_position(0).column, 1), 13); + EXPECT_EQ(nullable_string_at(*result.block.get_by_position(1).column, 1), "leo"); +} + +TEST(JsonReaderTest, FillsMissingNullableColumnWithNull) { + ObjectPool pool; + auto slots = build_slots(&pool); + auto result = read_once("missing_nullable.jsonl", + R"({"id":9})" + "\n", + json_scan_params(), slots, {0, 1}); + + ASSERT_TRUE(result.status.ok()) << result.status.to_string(); + ASSERT_EQ(result.rows, 1); + EXPECT_EQ(nullable_int_at(*result.block.get_by_position(0).column, 0), 9); + EXPECT_TRUE(nullable_is_null_at(*result.block.get_by_position(1).column, 0)); +} + +TEST(JsonReaderTest, ReturnsErrorForMissingRequiredColumn) { + ObjectPool pool; + auto slots = build_slots_with_required_name(&pool); + auto result = read_once("missing_required.jsonl", + R"({"id":10})" + "\n", + json_scan_params(), slots, {0, 1}); + + EXPECT_FALSE(result.status.ok()); +} + +TEST(JsonReaderTest, ReadsPresentRequiredColumn) { + ObjectPool pool; + auto slots = build_slots_with_required_name(&pool); + auto result = read_once("present_required.jsonl", + R"({"id":14,"name":"mallory"})" + "\n", + json_scan_params(), slots, {0, 1}); + + ASSERT_TRUE(result.status.ok()) << result.status.to_string(); + ASSERT_EQ(result.schema.size(), 2); + EXPECT_TRUE(result.schema[0].type->is_nullable()); + EXPECT_FALSE(result.schema[1].type->is_nullable()); + ASSERT_EQ(result.rows, 1); + EXPECT_EQ(nullable_int_at(*result.block.get_by_position(0).column, 0), 14); + EXPECT_EQ(string_at(*result.block.get_by_position(1).column, 0), "mallory"); +} + +TEST(JsonReaderTest, ReturnsErrorForMalformedJsonByDefault) { + ObjectPool pool; + auto slots = build_slots(&pool); + auto result = read_once("malformed_strict.jsonl", + "not-json\n" + R"({"id":11,"name":"judy"})" + "\n", + json_scan_params(), slots, {0, 1}); + + EXPECT_FALSE(result.status.ok()); +} + +TEST(JsonReaderTest, IgnoresMalformedJsonAsNullRowsWhenConfigured) { + ObjectPool pool; + auto slots = build_slots(&pool); + auto result = read_once("ignore_malformed.jsonl", + "not-json\n" + R"({"id":11,"name":"judy"})" + "\n", + json_scan_params(true, false, "", "", true), slots, {0, 1}); + + ASSERT_TRUE(result.status.ok()) << result.status.to_string(); + ASSERT_EQ(result.rows, 2); + EXPECT_TRUE(nullable_is_null_at(*result.block.get_by_position(0).column, 0)); + EXPECT_TRUE(nullable_is_null_at(*result.block.get_by_position(1).column, 0)); + EXPECT_EQ(nullable_int_at(*result.block.get_by_position(0).column, 1), 11); + EXPECT_EQ(nullable_string_at(*result.block.get_by_position(1).column, 1), "judy"); +} + +TEST(JsonReaderTest, SkipsEmptyJsonLine) { + ObjectPool pool; + auto slots = build_slots(&pool); + auto result = read_once("empty_line.jsonl", + "\n" + R"({"id":15,"name":"nancy"})" + "\n", + json_scan_params(), slots, {0, 1}); + + ASSERT_TRUE(result.status.ok()) << result.status.to_string(); + ASSERT_EQ(result.rows, 1); + EXPECT_EQ(nullable_int_at(*result.block.get_by_position(0).column, 0), 15); + EXPECT_EQ(nullable_string_at(*result.block.get_by_position(1).column, 0), "nancy"); +} + +// Scenario: JSON, Native, CSV, and Hive text all share the same file-local filter order: +// delete conjuncts run first, ordinary conjuncts run second, and only ordinary conjuncts contribute +// to IOContext::predicate_filtered_rows. This guards the JSON caller of the shared helper because +// CSV/Text already assert the optional profile-counter path. +TEST(JsonReaderTest, AppliesDeleteAndNormalConjunctsWithPredicateFilterAccounting) { + ObjectPool pool; + auto slots = build_slots(&pool); + const auto file_path = write_json_file("filters.jsonl", R"({"id":1,"name":"alice"})" + "\n" + R"({"id":2,"name":"bob"})" + "\n" + R"({"id":3,"name":"carol"})" + "\n"); + auto params = json_scan_params(); + auto range = file_range(file_path); + auto system_properties = std::make_shared(); + system_properties->system_type = TFileType::FILE_LOCAL; + auto desc = file_description(file_path.string()); + RuntimeProfile profile("json_v2_reader_filter_test"); + MockRuntimeState state; + auto io_ctx = std::make_shared(); + JsonReader reader(system_properties, desc, io_ctx, &profile, ¶ms, range, slots); + + ASSERT_TRUE(reader.init(&state).ok()); + std::vector schema; + ASSERT_TRUE(reader.get_schema(&schema).ok()); + + auto request = std::make_shared(); + request->local_positions.emplace(LocalColumnId(0), LocalIndex(0)); + request->local_positions.emplace(LocalColumnId(1), LocalIndex(1)); + request->delete_conjuncts = { + prepared_conjunct(&state, std::make_shared(0, 1))}; + request->conjuncts = { + prepared_conjunct(&state, std::make_shared(0, 2))}; + ASSERT_TRUE(reader.open(request).ok()); + + auto block = make_block(schema, {0, 1}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader.get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_EQ(nullable_int_at(*block.get_by_position(0).column, 0), 3); + EXPECT_EQ(nullable_string_at(*block.get_by_position(1).column, 0), "carol"); + EXPECT_EQ(io_ctx->predicate_filtered_rows, 1); +} + +} // namespace doris::format::json diff --git a/be/test/format_v2/native/native_reader_test.cpp b/be/test/format_v2/native/native_reader_test.cpp new file mode 100644 index 00000000000000..aaa7aa90e0681e --- /dev/null +++ b/be/test/format_v2/native/native_reader_test.cpp @@ -0,0 +1,419 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/native/native_reader.h" + +#include + +#include +#include +#include +#include +#include + +#include "agent/be_exec_version_manager.h" +#include "core/assert_cast.h" +#include "core/block/block.h" +#include "core/column/column_nullable.h" +#include "core/column/column_string.h" +#include "core/column/column_vector.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" +#include "exprs/vexpr.h" +#include "exprs/vexpr_context.h" +#include "format/native/native_format.h" +#include "format_v2/column_mapper.h" +#include "io/fs/local_file_system.h" +#include "io/io_common.h" +#include "runtime/descriptors.h" +#include "runtime/runtime_profile.h" +#include "runtime/runtime_state.h" +#include "util/coding.h" +#include "util/uid_util.h" + +namespace doris::format::native { +namespace { + +std::unique_ptr file_description(const std::string& path) { + auto desc = std::make_unique(); + desc->path = path; + desc->file_size = static_cast(std::filesystem::file_size(path)); + desc->range_start_offset = 0; + desc->range_size = desc->file_size; + return desc; +} + +Status write_file(const std::string& path, std::string_view content) { + io::FileWriterPtr writer; + RETURN_IF_ERROR(io::global_local_filesystem()->create_file(path, &writer)); + if (!content.empty()) { + RETURN_IF_ERROR(writer->append({content.data(), content.size()})); + } + return writer->close(); +} + +std::unique_ptr create_reader(const std::string& path, RuntimeState* state, + RuntimeProfile* profile, + std::shared_ptr io_ctx = nullptr) { + auto system_properties = std::make_shared(); + system_properties->system_type = TFileType::FILE_LOCAL; + auto desc = file_description(path); + return std::make_unique(system_properties, desc, std::move(io_ctx), profile); +} + +Block make_source_block() { + auto id_column = ColumnInt32::create(); + id_column->insert_value(10); + id_column->insert_value(20); + + auto name_column = ColumnString::create(); + name_column->insert_data("alice", 5); + name_column->insert_data("bob", 3); + + Block block; + block.insert({id_column->get_ptr(), std::make_shared(), "id"}); + block.insert({name_column->get_ptr(), std::make_shared(), "name"}); + return block; +} + +Status write_native_file(const std::string& path, const Block& block) { + io::FileWriterPtr writer; + RETURN_IF_ERROR(io::global_local_filesystem()->create_file(path, &writer)); + RETURN_IF_ERROR(writer->append({DORIS_NATIVE_MAGIC, sizeof(DORIS_NATIVE_MAGIC)})); + + uint8_t version_buffer[sizeof(uint32_t)]; + encode_fixed32_le(version_buffer, DORIS_NATIVE_FORMAT_VERSION); + RETURN_IF_ERROR(writer->append({version_buffer, sizeof(version_buffer)})); + + PBlock pblock; + size_t uncompressed_bytes = 0; + size_t compressed_bytes = 0; + int64_t compressed_time = 0; + RETURN_IF_ERROR(block.serialize(BeExecVersionManager::get_newest_version(), &pblock, + &uncompressed_bytes, &compressed_bytes, &compressed_time, + segment_v2::CompressionTypePB::SNAPPY)); + + const std::string payload = pblock.SerializeAsString(); + uint8_t len_buffer[sizeof(uint64_t)]; + encode_fixed64_le(len_buffer, payload.size()); + RETURN_IF_ERROR(writer->append({len_buffer, sizeof(len_buffer)})); + RETURN_IF_ERROR(writer->append(payload)); + return writer->close(); +} + +Block make_request_block(const std::vector& schema, + const std::vector& local_ids) { + Block block; + for (const auto local_id : local_ids) { + const auto it = std::find_if(schema.begin(), schema.end(), [&](const auto& column) { + return column.local_id == local_id; + }); + DORIS_CHECK(it != schema.end()); + block.insert({it->type->create_column(), it->type, it->name}); + } + return block; +} + +int32_t nullable_int_at(const IColumn& column, size_t row) { + const auto& nullable = assert_cast(column); + const auto& nested = assert_cast(nullable.get_nested_column()); + return nested.get_data()[row]; +} + +std::string nullable_string_at(const IColumn& column, size_t row) { + const auto& nullable = assert_cast(column); + const auto& nested = assert_cast(nullable.get_nested_column()); + return nested.get_data_at(row).to_string(); +} + +class NullableIntGreaterThanExpr final : public VExpr { +public: + NullableIntGreaterThanExpr(size_t block_position, int32_t value) + : VExpr(std::make_shared(), false), + _block_position(block_position), + _value(value) {} + + const std::string& expr_name() const override { return _name; } + + bool is_constant() const override { return false; } + + Status execute_column_impl(VExprContext*, const Block* block, const Selector* selector, + size_t count, ColumnPtr& result_column) const override { + DORIS_CHECK(block != nullptr); + const auto& nullable = + assert_cast(*block->get_by_position(_block_position).column); + const auto& data = assert_cast(nullable.get_nested_column()); + + auto result = ColumnUInt8::create(); + auto& result_data = result->get_data(); + result_data.resize(count); + for (size_t row = 0; row < count; ++row) { + const auto source_row = selector == nullptr ? row : (*selector)[row]; + result_data[row] = + !nullable.is_null_at(source_row) && data.get_element(source_row) > _value; + } + result_column = std::move(result); + return Status::OK(); + } + + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + *cloned_expr = std::make_shared(_block_position, _value); + return Status::OK(); + } + +private: + size_t _block_position; + int32_t _value; + const std::string _name = "NullableIntGreaterThanExpr"; +}; + +VExprContextSPtr prepared_conjunct(RuntimeState* state, const VExprSPtr& expr) { + auto context = VExprContext::create_shared(expr); + auto status = context->prepare(state, RowDescriptor()); + EXPECT_TRUE(status.ok()) << status; + status = context->open(state); + EXPECT_TRUE(status.ok()) << status; + return context; +} + +} // namespace + +TEST(NativeV2ReaderTest, SchemaProbeReplaysFirstBlockAndProjectsColumns) { + const auto path = "./log/native_v2_reader_" + UniqueId::gen_uid().to_string() + ".native"; + std::filesystem::create_directories("./log"); + ASSERT_TRUE(write_native_file(path, make_source_block()).ok()); + + RuntimeState state; + RuntimeProfile profile("native_v2_reader_test"); + auto reader = create_reader(path, &state, &profile); + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + ASSERT_EQ(schema.size(), 2); + EXPECT_EQ(schema[0].name, "id"); + EXPECT_EQ(schema[0].local_id, 0); + EXPECT_EQ(schema[1].name, "name"); + EXPECT_EQ(schema[1].local_id, 1); + EXPECT_TRUE(schema[0].type->is_nullable()); + EXPECT_TRUE(schema[1].type->is_nullable()); + + auto request = std::make_shared(); + FileScanRequestBuilder builder(request.get()); + ASSERT_TRUE(builder.add_non_predicate_column(LocalColumnId(1)).ok()); + ASSERT_TRUE(builder.add_non_predicate_column(LocalColumnId(0)).ok()); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_request_block(schema, {1, 0}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 2); + EXPECT_FALSE(eof); + EXPECT_EQ(nullable_string_at(*block.get_by_position(0).column, 0), "alice"); + EXPECT_EQ(nullable_string_at(*block.get_by_position(0).column, 1), "bob"); + EXPECT_EQ(nullable_int_at(*block.get_by_position(1).column, 0), 10); + EXPECT_EQ(nullable_int_at(*block.get_by_position(1).column, 1), 20); + + block.clear_column_data(2); + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + EXPECT_EQ(rows, 0); + EXPECT_TRUE(eof); + ASSERT_TRUE(reader->close().ok()); + static_cast(io::global_local_filesystem()->delete_file(path)); +} + +TEST(NativeV2ReaderTest, AppliesConjunctsAndTracksPredicateFilteredRows) { + const auto path = + "./log/native_v2_reader_filter_" + UniqueId::gen_uid().to_string() + ".native"; + std::filesystem::create_directories("./log"); + ASSERT_TRUE(write_native_file(path, make_source_block()).ok()); + + RuntimeState state; + RuntimeProfile profile("native_v2_reader_filter_test"); + auto io_ctx = std::make_shared(); + auto reader = create_reader(path, &state, &profile, io_ctx); + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + FileScanRequestBuilder builder(request.get()); + ASSERT_TRUE(builder.add_non_predicate_column(LocalColumnId(0)).ok()); + ASSERT_TRUE(builder.add_non_predicate_column(LocalColumnId(1)).ok()); + request->conjuncts = { + prepared_conjunct(&state, std::make_shared(0, 10))}; + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_request_block(schema, {0, 1}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_EQ(nullable_int_at(*block.get_by_position(0).column, 0), 20); + EXPECT_EQ(nullable_string_at(*block.get_by_position(1).column, 0), "bob"); + EXPECT_EQ(io_ctx->predicate_filtered_rows, 1); + ASSERT_TRUE(reader->close().ok()); + static_cast(io::global_local_filesystem()->delete_file(path)); +} + +TEST(NativeV2ReaderTest, RejectsInvalidHeaderAndEmptyFile) { + std::filesystem::create_directories("./log"); + RuntimeState state; + RuntimeProfile profile("native_v2_reader_bad_header_test"); + + const auto bad_magic_path = + "./log/native_v2_bad_magic_" + UniqueId::gen_uid().to_string() + ".native"; + std::string bad_magic(sizeof(DORIS_NATIVE_MAGIC) + sizeof(uint32_t), '\0'); + bad_magic.replace(0, 4, "BAD!"); + ASSERT_TRUE(write_file(bad_magic_path, bad_magic).ok()); + auto bad_magic_reader = create_reader(bad_magic_path, &state, &profile); + EXPECT_FALSE(bad_magic_reader->init(&state).ok()); + static_cast(io::global_local_filesystem()->delete_file(bad_magic_path)); + + const auto empty_path = "./log/native_v2_empty_" + UniqueId::gen_uid().to_string() + ".native"; + ASSERT_TRUE(write_file(empty_path, "").ok()); + auto empty_reader = create_reader(empty_path, &state, &profile); + EXPECT_FALSE(empty_reader->init(&state).ok()); + static_cast(io::global_local_filesystem()->delete_file(empty_path)); +} + +TEST(NativeV2ReaderTest, RejectsUnsupportedVersionAndHeaderOnlyFile) { + std::filesystem::create_directories("./log"); + RuntimeState state; + RuntimeProfile profile("native_v2_reader_header_boundary_test"); + + const auto bad_version_path = + "./log/native_v2_bad_version_" + UniqueId::gen_uid().to_string() + ".native"; + std::string bad_version; + bad_version.append(DORIS_NATIVE_MAGIC, sizeof(DORIS_NATIVE_MAGIC)); + uint8_t version_buffer[sizeof(uint32_t)]; + encode_fixed32_le(version_buffer, DORIS_NATIVE_FORMAT_VERSION + 1); + bad_version.append(reinterpret_cast(version_buffer), sizeof(version_buffer)); + ASSERT_TRUE(write_file(bad_version_path, bad_version).ok()); + auto bad_version_reader = create_reader(bad_version_path, &state, &profile); + EXPECT_FALSE(bad_version_reader->init(&state).ok()); + static_cast(io::global_local_filesystem()->delete_file(bad_version_path)); + + const auto header_only_path = + "./log/native_v2_header_only_" + UniqueId::gen_uid().to_string() + ".native"; + std::string header_only; + header_only.append(DORIS_NATIVE_MAGIC, sizeof(DORIS_NATIVE_MAGIC)); + encode_fixed32_le(version_buffer, DORIS_NATIVE_FORMAT_VERSION); + header_only.append(reinterpret_cast(version_buffer), sizeof(version_buffer)); + ASSERT_TRUE(write_file(header_only_path, header_only).ok()); + auto header_only_reader = create_reader(header_only_path, &state, &profile); + ASSERT_TRUE(header_only_reader->init(&state).ok()); + std::vector schema; + EXPECT_FALSE(header_only_reader->get_schema(&schema).ok()); + static_cast(io::global_local_filesystem()->delete_file(header_only_path)); +} + +TEST(NativeV2ReaderTest, RejectsTruncatedBlockDuringSchemaProbe) { + const auto path = "./log/native_v2_truncated_" + UniqueId::gen_uid().to_string() + ".native"; + std::filesystem::create_directories("./log"); + + std::string content; + content.append(DORIS_NATIVE_MAGIC, sizeof(DORIS_NATIVE_MAGIC)); + uint8_t version_buffer[sizeof(uint32_t)]; + encode_fixed32_le(version_buffer, DORIS_NATIVE_FORMAT_VERSION); + content.append(reinterpret_cast(version_buffer), sizeof(version_buffer)); + uint8_t len_buffer[sizeof(uint64_t)]; + encode_fixed64_le(len_buffer, 8); + content.append(reinterpret_cast(len_buffer), sizeof(len_buffer)); + content.append("x"); + ASSERT_TRUE(write_file(path, content).ok()); + + RuntimeState state; + RuntimeProfile profile("native_v2_reader_truncated_test"); + auto reader = create_reader(path, &state, &profile); + ASSERT_TRUE(reader->init(&state).ok()); + std::vector schema; + EXPECT_FALSE(reader->get_schema(&schema).ok()); + static_cast(io::global_local_filesystem()->delete_file(path)); +} + +TEST(NativeV2ReaderTest, RejectsZeroLengthBlockAndInvalidPBlock) { + std::filesystem::create_directories("./log"); + RuntimeState state; + RuntimeProfile profile("native_v2_reader_bad_block_test"); + + auto build_header = [] { + std::string content; + content.append(DORIS_NATIVE_MAGIC, sizeof(DORIS_NATIVE_MAGIC)); + uint8_t version_buffer[sizeof(uint32_t)]; + encode_fixed32_le(version_buffer, DORIS_NATIVE_FORMAT_VERSION); + content.append(reinterpret_cast(version_buffer), sizeof(version_buffer)); + return content; + }; + + const auto zero_len_path = + "./log/native_v2_zero_len_" + UniqueId::gen_uid().to_string() + ".native"; + auto zero_len_content = build_header(); + uint8_t len_buffer[sizeof(uint64_t)]; + encode_fixed64_le(len_buffer, 0); + zero_len_content.append(reinterpret_cast(len_buffer), sizeof(len_buffer)); + ASSERT_TRUE(write_file(zero_len_path, zero_len_content).ok()); + auto zero_len_reader = create_reader(zero_len_path, &state, &profile); + ASSERT_TRUE(zero_len_reader->init(&state).ok()); + std::vector schema; + EXPECT_FALSE(zero_len_reader->get_schema(&schema).ok()); + static_cast(io::global_local_filesystem()->delete_file(zero_len_path)); + + const auto invalid_pblock_path = + "./log/native_v2_invalid_pblock_" + UniqueId::gen_uid().to_string() + ".native"; + auto invalid_pblock_content = build_header(); + encode_fixed64_le(len_buffer, 1); + invalid_pblock_content.append(reinterpret_cast(len_buffer), sizeof(len_buffer)); + invalid_pblock_content.append("x"); + ASSERT_TRUE(write_file(invalid_pblock_path, invalid_pblock_content).ok()); + auto invalid_pblock_reader = create_reader(invalid_pblock_path, &state, &profile); + ASSERT_TRUE(invalid_pblock_reader->init(&state).ok()); + schema.clear(); + EXPECT_FALSE(invalid_pblock_reader->get_schema(&schema).ok()); + static_cast(io::global_local_filesystem()->delete_file(invalid_pblock_path)); +} + +TEST(NativeV2ReaderTest, RejectsUnknownRequestedLocalColumn) { + const auto path = + "./log/native_v2_unknown_column_" + UniqueId::gen_uid().to_string() + ".native"; + std::filesystem::create_directories("./log"); + ASSERT_TRUE(write_native_file(path, make_source_block()).ok()); + + RuntimeState state; + RuntimeProfile profile("native_v2_reader_unknown_column_test"); + auto reader = create_reader(path, &state, &profile); + ASSERT_TRUE(reader->init(&state).ok()); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + + auto request = std::make_shared(); + FileScanRequestBuilder builder(request.get()); + ASSERT_TRUE(builder.add_non_predicate_column(LocalColumnId(42)).ok()); + ASSERT_TRUE(reader->open(request).ok()); + Block block; + block.insert({schema[0].type->create_column(), schema[0].type, schema[0].name}); + size_t rows = 0; + bool eof = false; + EXPECT_FALSE(reader->get_block(&block, &rows, &eof).ok()); + static_cast(io::global_local_filesystem()->delete_file(path)); +} + +} // namespace doris::format::native diff --git a/be/test/format_v2/parquet/parquet_column_reader_test.cpp b/be/test/format_v2/parquet/parquet_column_reader_test.cpp new file mode 100644 index 00000000000000..91382203c5cea9 --- /dev/null +++ b/be/test/format_v2/parquet/parquet_column_reader_test.cpp @@ -0,0 +1,3620 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include +#include +#include +#include +#include + +#include +#include +#include +#include +#include +#include +#include + +#include "core/assert_cast.h" +#include "core/column/column_array.h" +#include "core/column/column_decimal.h" +#include "core/column/column_map.h" +#include "core/column/column_nullable.h" +#include "core/column/column_string.h" +#include "core/column/column_struct.h" +#include "core/column/column_vector.h" +#include "core/data_type/data_type.h" +#include "core/data_type/data_type_array.h" +#include "core/data_type/data_type_map.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_struct.h" +#include "core/types.h" +#include "format_v2/file_reader.h" +#include "format_v2/parquet/parquet_column_schema.h" +#include "format_v2/parquet/reader/column_reader.h" +#include "format_v2/parquet/selection_vector.h" + +namespace doris::format::parquet { +namespace { + +constexpr int64_t ROW_COUNT = 5; + +std::shared_ptr finish_array(arrow::ArrayBuilder* builder) { + std::shared_ptr array; + EXPECT_TRUE(builder->Finish(&array).ok()); + return array; +} + +template +const ColumnType& get_nullable_nested_column(const IColumn& column) { + // File-local schema exposed by the parquet reader follows Doris external-table semantics: + // nested STRUCT fields, LIST elements, and MAP keys/values are nullable even when the parquet + // field is required. + const auto& nullable_column = assert_cast(column); + return assert_cast(nullable_column.get_nested_column()); +} + +ParquetColumnSchema mock_column_schema() { + ParquetColumnSchema schema; + schema.local_id = 0; + schema.name = "mock"; + schema.type = std::make_shared(); + return schema; +} + +class BaseUnsupportedReader final : public ParquetColumnReader { +public: + BaseUnsupportedReader() + : ParquetColumnReader(mock_column_schema(), mock_column_schema().type) {} + + Status read(int64_t, MutableColumnPtr&, int64_t*) override { return Status::OK(); } +}; + +class DefaultSelectReader final : public ParquetColumnReader { +public: + DefaultSelectReader() : ParquetColumnReader(mock_column_schema(), mock_column_schema().type) {} + + Status read(int64_t rows, MutableColumnPtr& column, int64_t* rows_read) override { + auto& values = assert_cast(*column); + for (int64_t row = 0; row < rows; ++row) { + values.insert_value(static_cast(_cursor + row)); + } + _cursor += rows; + *rows_read = rows; + _read_ranges.push_back(rows); + return Status::OK(); + } + + Status skip(int64_t rows) override { + _cursor += rows; + _skip_ranges.push_back(rows); + return Status::OK(); + } + + const std::vector& read_ranges() const { return _read_ranges; } + const std::vector& skip_ranges() const { return _skip_ranges; } + +private: + int64_t _cursor = 0; + std::vector _read_ranges; + std::vector _skip_ranges; +}; + +class NestedSkipReader final : public ParquetColumnReader { +public: + NestedSkipReader() : ParquetColumnReader(mock_column_schema(), mock_column_schema().type) {} + + Status read(int64_t, MutableColumnPtr&, int64_t*) override { return Status::OK(); } + + Status build_nested_column(int64_t length_upper_bound, MutableColumnPtr& column, + int64_t* values_read) override { + auto& values = assert_cast(*column); + for (int64_t row = 0; row < length_upper_bound; ++row) { + values.insert_value(static_cast(row)); + } + *values_read = length_upper_bound; + return Status::OK(); + } +}; + +class ParquetColumnReaderTest : public testing::Test { +protected: + void SetUp() override { + _test_dir = std::filesystem::temp_directory_path() / "doris_parquet_column_reader_test"; + std::filesystem::remove_all(_test_dir); + std::filesystem::create_directories(_test_dir); + _file_path = (_test_dir / "reader.parquet").string(); + write_parquet_file(); + _file_reader = ::parquet::ParquetFileReader::OpenFile(_file_path, false); + auto metadata = _file_reader->metadata(); + ASSERT_EQ(metadata->num_row_groups(), 1); + _row_group = _file_reader->RowGroup(0); + ASSERT_NE(_row_group, nullptr); + auto schema_descriptor = _file_reader->metadata()->schema(); + ASSERT_NE(schema_descriptor, nullptr); + auto st = build_parquet_column_schema(*schema_descriptor, &_fields); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(_fields.size(), _expected_by_field.size()); + } + + void TearDown() override { std::filesystem::remove_all(_test_dir); } + + template + std::shared_ptr build_required_array(const std::vector& values) { + Builder builder; + for (const auto& value : values) { + EXPECT_TRUE(builder.Append(value).ok()); + } + return finish_array(&builder); + } + + std::shared_ptr build_string_array(const std::vector& values) { + arrow::StringBuilder builder; + for (const auto& value : values) { + EXPECT_TRUE(builder.Append(value).ok()); + } + return finish_array(&builder); + } + + std::shared_ptr build_nullable_int32_array() { + arrow::Int32Builder builder; + EXPECT_TRUE(builder.Append(1).ok()); + EXPECT_TRUE(builder.AppendNull().ok()); + EXPECT_TRUE(builder.Append(3).ok()); + EXPECT_TRUE(builder.AppendNull().ok()); + EXPECT_TRUE(builder.Append(5).ok()); + return finish_array(&builder); + } + + std::shared_ptr build_all_null_int32_array() { + arrow::Int32Builder builder; + for (int64_t row = 0; row < ROW_COUNT; ++row) { + EXPECT_TRUE(builder.AppendNull().ok()); + } + return finish_array(&builder); + } + + std::shared_ptr build_required_struct_array() { + auto struct_type = arrow::struct_({arrow::field("a", arrow::int32(), false), + arrow::field("b", arrow::utf8(), false)}); + std::vector> field_builders; + auto a_array_builder = std::make_unique(); + field_builders.push_back(std::shared_ptr(std::move(a_array_builder))); + auto b_array_builder = std::make_unique(); + field_builders.push_back(std::shared_ptr(std::move(b_array_builder))); + arrow::StructBuilder builder(struct_type, arrow::default_memory_pool(), + std::move(field_builders)); + auto* a_builder = assert_cast(builder.field_builder(0)); + auto* b_builder = assert_cast(builder.field_builder(1)); + const std::vector a_values = {101, 102, 103, 104, 105}; + const std::vector b_values = {"sa", "sb", "sc", "sd", "se"}; + for (size_t row = 0; row < a_values.size(); ++row) { + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(a_builder->Append(a_values[row]).ok()); + EXPECT_TRUE(b_builder->Append(b_values[row]).ok()); + } + return finish_array(&builder); + } + + std::shared_ptr build_nullable_struct_array() { + auto struct_type = arrow::struct_( + {arrow::field("a", arrow::int32(), false), arrow::field("b", arrow::utf8(), true)}); + std::vector> field_builders; + auto a_array_builder = std::make_unique(); + field_builders.push_back(std::shared_ptr(std::move(a_array_builder))); + auto b_array_builder = std::make_unique(); + field_builders.push_back(std::shared_ptr(std::move(b_array_builder))); + arrow::StructBuilder builder(struct_type, arrow::default_memory_pool(), + std::move(field_builders)); + auto* a_builder = assert_cast(builder.field_builder(0)); + auto* b_builder = assert_cast(builder.field_builder(1)); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(a_builder->Append(201).ok()); + EXPECT_TRUE(b_builder->Append("nsa").ok()); + EXPECT_TRUE(builder.AppendNull().ok()); + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(a_builder->Append(203).ok()); + EXPECT_TRUE(b_builder->AppendNull().ok()); + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(a_builder->Append(204).ok()); + EXPECT_TRUE(b_builder->Append("nsd").ok()); + EXPECT_TRUE(builder.AppendNull().ok()); + return finish_array(&builder); + } + + std::shared_ptr build_nullable_struct_with_decimal_array() { + auto decimal_type = arrow::decimal128(38, 6); + auto struct_type = arrow::struct_( + {arrow::field("a", arrow::int32(), false), arrow::field("d", decimal_type, true)}); + std::vector> field_builders; + auto a_array_builder = std::make_unique(); + field_builders.push_back(std::shared_ptr(std::move(a_array_builder))); + auto d_array_builder = std::make_unique( + decimal_type, arrow::default_memory_pool()); + field_builders.push_back(std::shared_ptr(std::move(d_array_builder))); + arrow::StructBuilder builder(struct_type, arrow::default_memory_pool(), + std::move(field_builders)); + auto* a_builder = assert_cast(builder.field_builder(0)); + auto* d_builder = assert_cast(builder.field_builder(1)); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(a_builder->Append(301).ok()); + EXPECT_TRUE(d_builder->Append(arrow::Decimal128(123456789)).ok()); + EXPECT_TRUE(builder.AppendNull().ok()); + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(a_builder->Append(303).ok()); + EXPECT_TRUE(d_builder->AppendNull().ok()); + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(a_builder->Append(304).ok()); + EXPECT_TRUE(d_builder->Append(arrow::Decimal128(-987654321)).ok()); + EXPECT_TRUE(builder.AppendNull().ok()); + return finish_array(&builder); + } + + std::shared_ptr build_nullable_struct_with_list_array() { + auto list_type = arrow::list(arrow::field("element", arrow::int32(), true)); + auto struct_type = arrow::struct_( + {arrow::field("a", arrow::int32(), false), arrow::field("xs", list_type, true)}); + std::vector> field_builders; + auto a_array_builder = std::make_unique(); + field_builders.push_back(std::shared_ptr(std::move(a_array_builder))); + auto value_builder = std::make_shared(); + auto list_builder = std::make_shared(arrow::default_memory_pool(), + value_builder, list_type); + field_builders.push_back(list_builder); + arrow::StructBuilder builder(struct_type, arrow::default_memory_pool(), + std::move(field_builders)); + auto* a_builder = assert_cast(builder.field_builder(0)); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(a_builder->Append(301).ok()); + EXPECT_TRUE(list_builder->Append().ok()); + EXPECT_TRUE(value_builder->Append(1).ok()); + EXPECT_TRUE(value_builder->Append(2).ok()); + + EXPECT_TRUE(builder.AppendNull().ok()); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(a_builder->Append(303).ok()); + EXPECT_TRUE(list_builder->AppendEmptyValue().ok()); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(a_builder->Append(304).ok()); + EXPECT_TRUE(list_builder->AppendNull().ok()); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(a_builder->Append(305).ok()); + EXPECT_TRUE(list_builder->Append().ok()); + EXPECT_TRUE(value_builder->AppendNull().ok()); + EXPECT_TRUE(value_builder->Append(5).ok()); + return finish_array(&builder); + } + + std::shared_ptr build_nullable_struct_with_map_array() { + auto map_type = arrow::map(arrow::int32(), arrow::field("value", arrow::utf8(), true)); + auto struct_type = arrow::struct_( + {arrow::field("a", arrow::int32(), false), arrow::field("kv", map_type, true)}); + std::vector> field_builders; + auto a_array_builder = std::make_unique(); + field_builders.push_back(std::shared_ptr(std::move(a_array_builder))); + auto key_builder = std::make_shared(); + auto value_builder = std::make_shared(); + auto map_builder = std::make_shared( + arrow::default_memory_pool(), key_builder, value_builder, map_type); + field_builders.push_back(map_builder); + arrow::StructBuilder builder(struct_type, arrow::default_memory_pool(), + std::move(field_builders)); + auto* a_builder = assert_cast(builder.field_builder(0)); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(a_builder->Append(401).ok()); + EXPECT_TRUE(map_builder->Append().ok()); + EXPECT_TRUE(key_builder->Append(1).ok()); + EXPECT_TRUE(value_builder->Append("one").ok()); + EXPECT_TRUE(key_builder->Append(2).ok()); + EXPECT_TRUE(value_builder->AppendNull().ok()); + + EXPECT_TRUE(builder.AppendNull().ok()); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(a_builder->Append(403).ok()); + EXPECT_TRUE(map_builder->AppendEmptyValue().ok()); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(a_builder->Append(404).ok()); + EXPECT_TRUE(map_builder->AppendNull().ok()); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(a_builder->Append(405).ok()); + EXPECT_TRUE(map_builder->Append().ok()); + EXPECT_TRUE(key_builder->Append(5).ok()); + EXPECT_TRUE(value_builder->Append("five").ok()); + return finish_array(&builder); + } + + std::shared_ptr build_nullable_struct_with_nested_struct_list_array() { + auto list_type = arrow::list(arrow::field("element", arrow::int32(), true)); + auto nested_type = arrow::struct_({arrow::field("xs", list_type, true)}); + auto struct_type = arrow::struct_({arrow::field("nested", nested_type, true)}); + + auto value_builder = std::make_shared(); + auto list_builder = std::make_shared(arrow::default_memory_pool(), + value_builder, list_type); + std::vector> nested_field_builders; + nested_field_builders.push_back(list_builder); + auto nested_builder = std::make_shared( + nested_type, arrow::default_memory_pool(), std::move(nested_field_builders)); + std::vector> field_builders; + field_builders.push_back(nested_builder); + arrow::StructBuilder builder(struct_type, arrow::default_memory_pool(), + std::move(field_builders)); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(nested_builder->Append().ok()); + EXPECT_TRUE(list_builder->Append().ok()); + EXPECT_TRUE(value_builder->Append(7).ok()); + EXPECT_TRUE(value_builder->Append(8).ok()); + + EXPECT_TRUE(builder.AppendNull().ok()); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(nested_builder->AppendNull().ok()); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(nested_builder->Append().ok()); + EXPECT_TRUE(list_builder->AppendNull().ok()); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(nested_builder->Append().ok()); + EXPECT_TRUE(list_builder->AppendEmptyValue().ok()); + return finish_array(&builder); + } + + std::shared_ptr build_required_int_list_array() { + auto value_builder = std::make_shared(); + arrow::ListBuilder builder(arrow::default_memory_pool(), value_builder, + arrow::list(arrow::field("element", arrow::int32(), false))); + const std::vector> values = { + {1, 2}, {3}, {4, 5, 6}, {7}, {8, 9}, + }; + for (const auto& row : values) { + EXPECT_TRUE(builder.Append().ok()); + for (const auto value : row) { + EXPECT_TRUE(value_builder->Append(value).ok()); + } + } + return finish_array(&builder); + } + + std::shared_ptr build_nullable_int_list_array() { + auto value_builder = std::make_shared(); + arrow::ListBuilder builder(arrow::default_memory_pool(), value_builder, + arrow::list(arrow::field("element", arrow::int32(), true))); + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(value_builder->Append(10).ok()); + EXPECT_TRUE(value_builder->Append(20).ok()); + EXPECT_TRUE(builder.AppendNull().ok()); + EXPECT_TRUE(builder.AppendEmptyValue().ok()); + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(value_builder->AppendNull().ok()); + EXPECT_TRUE(value_builder->Append(30).ok()); + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(value_builder->Append(40).ok()); + return finish_array(&builder); + } + + std::shared_ptr build_required_nullable_int_list_array() { + auto value_builder = std::make_shared(); + arrow::ListBuilder builder(arrow::default_memory_pool(), value_builder, + arrow::list(arrow::field("element", arrow::int32(), true))); + EXPECT_TRUE(builder.AppendEmptyValue().ok()); + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(value_builder->AppendNull().ok()); + EXPECT_TRUE(value_builder->Append(110).ok()); + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(value_builder->Append(120).ok()); + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(value_builder->Append(130).ok()); + EXPECT_TRUE(value_builder->AppendNull().ok()); + EXPECT_TRUE(builder.Append().ok()); + return finish_array(&builder); + } + + std::shared_ptr build_nullable_struct_list_array() { + auto struct_type = arrow::struct_( + {arrow::field("a", arrow::int32(), false), arrow::field("b", arrow::utf8(), true)}); + std::vector> field_builders; + auto a_array_builder = std::make_unique(); + field_builders.push_back(std::shared_ptr(std::move(a_array_builder))); + auto b_array_builder = std::make_unique(); + field_builders.push_back(std::shared_ptr(std::move(b_array_builder))); + auto struct_builder = std::make_shared( + struct_type, arrow::default_memory_pool(), std::move(field_builders)); + arrow::ListBuilder builder(arrow::default_memory_pool(), struct_builder, + arrow::list(arrow::field("element", struct_type, true))); + auto* a_builder = assert_cast(struct_builder->field_builder(0)); + auto* b_builder = assert_cast(struct_builder->field_builder(1)); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(struct_builder->Append().ok()); + EXPECT_TRUE(a_builder->Append(11).ok()); + EXPECT_TRUE(b_builder->Append("la").ok()); + EXPECT_TRUE(struct_builder->Append().ok()); + EXPECT_TRUE(a_builder->Append(12).ok()); + EXPECT_TRUE(b_builder->AppendNull().ok()); + EXPECT_TRUE(builder.AppendNull().ok()); + EXPECT_TRUE(builder.AppendEmptyValue().ok()); + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(struct_builder->AppendNull().ok()); + EXPECT_TRUE(struct_builder->Append().ok()); + EXPECT_TRUE(a_builder->Append(13).ok()); + EXPECT_TRUE(b_builder->Append("ld").ok()); + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(struct_builder->Append().ok()); + EXPECT_TRUE(a_builder->Append(14).ok()); + EXPECT_TRUE(b_builder->Append("le").ok()); + return finish_array(&builder); + } + + std::shared_ptr build_nullable_list_list_int_array() { + auto value_builder = std::make_shared(); + auto inner_list_type = arrow::list(arrow::field("element", arrow::int32(), true)); + auto inner_list_builder = std::make_shared( + arrow::default_memory_pool(), value_builder, inner_list_type); + arrow::ListBuilder builder(arrow::default_memory_pool(), inner_list_builder, + arrow::list(arrow::field("element", inner_list_type, true))); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(inner_list_builder->Append().ok()); + EXPECT_TRUE(value_builder->Append(1).ok()); + EXPECT_TRUE(value_builder->Append(2).ok()); + EXPECT_TRUE(inner_list_builder->AppendEmptyValue().ok()); + EXPECT_TRUE(inner_list_builder->AppendNull().ok()); + EXPECT_TRUE(inner_list_builder->Append().ok()); + EXPECT_TRUE(value_builder->AppendNull().ok()); + EXPECT_TRUE(value_builder->Append(3).ok()); + + EXPECT_TRUE(builder.AppendNull().ok()); + EXPECT_TRUE(builder.AppendEmptyValue().ok()); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(inner_list_builder->Append().ok()); + EXPECT_TRUE(value_builder->Append(4).ok()); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(inner_list_builder->AppendEmptyValue().ok()); + EXPECT_TRUE(inner_list_builder->Append().ok()); + EXPECT_TRUE(value_builder->Append(5).ok()); + EXPECT_TRUE(value_builder->AppendNull().ok()); + return finish_array(&builder); + } + + std::shared_ptr build_required_int_string_map_array() { + auto key_builder = std::make_shared(); + auto value_builder = std::make_shared(); + auto map_type = arrow::map(arrow::int32(), arrow::field("value", arrow::utf8(), false)); + arrow::MapBuilder builder(arrow::default_memory_pool(), key_builder, value_builder, + map_type); + const std::vector>> values = { + {{1, "a"}, {2, "b"}}, {{3, "c"}}, {{4, "d"}, {5, "e"}, {6, "f"}}, + {{7, "g"}}, {{8, "h"}, {9, "i"}}, + }; + for (const auto& row : values) { + EXPECT_TRUE(builder.Append().ok()); + for (const auto& [key, value] : row) { + EXPECT_TRUE(key_builder->Append(key).ok()); + EXPECT_TRUE(value_builder->Append(value).ok()); + } + } + return finish_array(&builder); + } + + std::shared_ptr build_nullable_int_string_map_array() { + auto key_builder = std::make_shared(); + auto value_builder = std::make_shared(); + auto map_type = arrow::map(arrow::int32(), arrow::field("value", arrow::utf8(), true)); + arrow::MapBuilder builder(arrow::default_memory_pool(), key_builder, value_builder, + map_type); + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(key_builder->Append(10).ok()); + EXPECT_TRUE(value_builder->Append("aa").ok()); + EXPECT_TRUE(key_builder->Append(20).ok()); + EXPECT_TRUE(value_builder->AppendNull().ok()); + EXPECT_TRUE(builder.AppendNull().ok()); + EXPECT_TRUE(builder.AppendEmptyValue().ok()); + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(key_builder->Append(30).ok()); + EXPECT_TRUE(value_builder->Append("cc").ok()); + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(key_builder->Append(40).ok()); + EXPECT_TRUE(value_builder->AppendNull().ok()); + return finish_array(&builder); + } + + std::shared_ptr build_required_nullable_string_map_array() { + auto key_builder = std::make_shared(); + auto value_builder = std::make_shared(); + auto map_type = arrow::map(arrow::int32(), arrow::field("value", arrow::utf8(), true)); + arrow::MapBuilder builder(arrow::default_memory_pool(), key_builder, value_builder, + map_type); + EXPECT_TRUE(builder.AppendEmptyValue().ok()); + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(key_builder->Append(101).ok()); + EXPECT_TRUE(value_builder->AppendNull().ok()); + EXPECT_TRUE(key_builder->Append(102).ok()); + EXPECT_TRUE(value_builder->Append("bb").ok()); + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(key_builder->Append(103).ok()); + EXPECT_TRUE(value_builder->Append("cc").ok()); + EXPECT_TRUE(builder.AppendEmptyValue().ok()); + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(key_builder->Append(104).ok()); + EXPECT_TRUE(value_builder->AppendNull().ok()); + return finish_array(&builder); + } + + std::shared_ptr build_nullable_int_struct_map_array() { + auto key_builder = std::make_shared(); + auto struct_type = arrow::struct_( + {arrow::field("a", arrow::int32(), false), arrow::field("b", arrow::utf8(), true)}); + std::vector> field_builders; + auto a_array_builder = std::make_unique(); + field_builders.push_back(std::shared_ptr(std::move(a_array_builder))); + auto b_array_builder = std::make_unique(); + field_builders.push_back(std::shared_ptr(std::move(b_array_builder))); + auto value_builder = std::make_shared( + struct_type, arrow::default_memory_pool(), std::move(field_builders)); + auto map_type = arrow::map(arrow::int32(), arrow::field("value", struct_type, true)); + arrow::MapBuilder builder(arrow::default_memory_pool(), key_builder, value_builder, + map_type); + auto* a_builder = assert_cast(value_builder->field_builder(0)); + auto* b_builder = assert_cast(value_builder->field_builder(1)); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(key_builder->Append(101).ok()); + EXPECT_TRUE(value_builder->Append().ok()); + EXPECT_TRUE(a_builder->Append(21).ok()); + EXPECT_TRUE(b_builder->Append("ma").ok()); + EXPECT_TRUE(key_builder->Append(102).ok()); + EXPECT_TRUE(value_builder->Append().ok()); + EXPECT_TRUE(a_builder->Append(22).ok()); + EXPECT_TRUE(b_builder->AppendNull().ok()); + EXPECT_TRUE(builder.AppendNull().ok()); + EXPECT_TRUE(builder.AppendEmptyValue().ok()); + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(key_builder->Append(103).ok()); + EXPECT_TRUE(value_builder->AppendNull().ok()); + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(key_builder->Append(104).ok()); + EXPECT_TRUE(value_builder->Append().ok()); + EXPECT_TRUE(a_builder->Append(24).ok()); + EXPECT_TRUE(b_builder->Append("me").ok()); + return finish_array(&builder); + } + + std::shared_ptr build_nullable_int_list_map_array() { + auto key_builder = std::make_shared(); + auto value_builder = std::make_shared(); + auto list_type = arrow::list(arrow::field("element", arrow::int32(), true)); + auto list_builder = std::make_shared(arrow::default_memory_pool(), + value_builder, list_type); + auto map_type = arrow::map(arrow::int32(), arrow::field("value", list_type, true)); + arrow::MapBuilder builder(arrow::default_memory_pool(), key_builder, list_builder, + map_type); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(key_builder->Append(201).ok()); + EXPECT_TRUE(list_builder->Append().ok()); + EXPECT_TRUE(value_builder->Append(1).ok()); + EXPECT_TRUE(value_builder->Append(2).ok()); + EXPECT_TRUE(key_builder->Append(202).ok()); + EXPECT_TRUE(list_builder->AppendEmptyValue().ok()); + + EXPECT_TRUE(builder.AppendNull().ok()); + EXPECT_TRUE(builder.AppendEmptyValue().ok()); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(key_builder->Append(203).ok()); + EXPECT_TRUE(list_builder->AppendNull().ok()); + EXPECT_TRUE(key_builder->Append(204).ok()); + EXPECT_TRUE(list_builder->Append().ok()); + EXPECT_TRUE(value_builder->AppendNull().ok()); + EXPECT_TRUE(value_builder->Append(3).ok()); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(key_builder->Append(205).ok()); + EXPECT_TRUE(list_builder->Append().ok()); + EXPECT_TRUE(value_builder->Append(4).ok()); + return finish_array(&builder); + } + + std::shared_ptr build_nullable_map_list_array() { + auto key_builder = std::make_shared(); + auto value_builder = std::make_shared(); + auto map_type = arrow::map(arrow::int32(), arrow::field("value", arrow::utf8(), true)); + auto map_builder = std::make_shared( + arrow::default_memory_pool(), key_builder, value_builder, map_type); + arrow::ListBuilder builder(arrow::default_memory_pool(), map_builder, + arrow::list(arrow::field("element", map_type, true))); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(map_builder->Append().ok()); + EXPECT_TRUE(key_builder->Append(1).ok()); + EXPECT_TRUE(value_builder->Append("a").ok()); + EXPECT_TRUE(key_builder->Append(2).ok()); + EXPECT_TRUE(value_builder->AppendNull().ok()); + EXPECT_TRUE(map_builder->AppendEmptyValue().ok()); + + EXPECT_TRUE(builder.AppendNull().ok()); + EXPECT_TRUE(builder.AppendEmptyValue().ok()); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(map_builder->AppendNull().ok()); + EXPECT_TRUE(map_builder->Append().ok()); + EXPECT_TRUE(key_builder->Append(3).ok()); + EXPECT_TRUE(value_builder->Append("c").ok()); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(map_builder->Append().ok()); + EXPECT_TRUE(key_builder->Append(4).ok()); + EXPECT_TRUE(value_builder->Append("d").ok()); + return finish_array(&builder); + } + + std::shared_ptr build_nullable_int_map_map_array() { + auto key_builder = std::make_shared(); + auto nested_key_builder = std::make_shared(); + auto nested_value_builder = std::make_shared(); + auto nested_map_type = + arrow::map(arrow::int32(), arrow::field("value", arrow::utf8(), true)); + auto nested_map_builder = std::make_shared( + arrow::default_memory_pool(), nested_key_builder, nested_value_builder, + nested_map_type); + auto map_type = arrow::map(arrow::int32(), arrow::field("value", nested_map_type, true)); + arrow::MapBuilder builder(arrow::default_memory_pool(), key_builder, nested_map_builder, + map_type); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(key_builder->Append(10).ok()); + EXPECT_TRUE(nested_map_builder->Append().ok()); + EXPECT_TRUE(nested_key_builder->Append(101).ok()); + EXPECT_TRUE(nested_value_builder->Append("aa").ok()); + EXPECT_TRUE(key_builder->Append(20).ok()); + EXPECT_TRUE(nested_map_builder->AppendEmptyValue().ok()); + + EXPECT_TRUE(builder.AppendNull().ok()); + EXPECT_TRUE(builder.AppendEmptyValue().ok()); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(key_builder->Append(30).ok()); + EXPECT_TRUE(nested_map_builder->AppendNull().ok()); + EXPECT_TRUE(key_builder->Append(40).ok()); + EXPECT_TRUE(nested_map_builder->Append().ok()); + EXPECT_TRUE(nested_key_builder->Append(401).ok()); + EXPECT_TRUE(nested_value_builder->AppendNull().ok()); + + EXPECT_TRUE(builder.AppendEmptyValue().ok()); + return finish_array(&builder); + } + + std::shared_ptr build_deep_list_struct_map_list_array() { + auto element_builder = std::make_shared(); + auto list_type = arrow::list(arrow::field("element", arrow::int32(), true)); + auto list_builder = std::make_shared(arrow::default_memory_pool(), + element_builder, list_type); + auto key_builder = std::make_shared(); + auto map_type = arrow::map(arrow::int32(), arrow::field("value", list_type, true)); + auto map_builder = std::make_shared(arrow::default_memory_pool(), + key_builder, list_builder, map_type); + auto struct_type = arrow::struct_({arrow::field("kv", map_type, true)}); + std::vector> struct_field_builders; + struct_field_builders.push_back(map_builder); + auto struct_builder = std::make_shared( + struct_type, arrow::default_memory_pool(), std::move(struct_field_builders)); + arrow::ListBuilder builder(arrow::default_memory_pool(), struct_builder, + arrow::list(arrow::field("element", struct_type, true))); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(struct_builder->Append().ok()); + EXPECT_TRUE(map_builder->Append().ok()); + EXPECT_TRUE(key_builder->Append(1).ok()); + EXPECT_TRUE(list_builder->Append().ok()); + EXPECT_TRUE(element_builder->Append(10).ok()); + EXPECT_TRUE(element_builder->AppendNull().ok()); + EXPECT_TRUE(key_builder->Append(2).ok()); + EXPECT_TRUE(list_builder->AppendEmptyValue().ok()); + EXPECT_TRUE(struct_builder->AppendNull().ok()); + + EXPECT_TRUE(builder.AppendNull().ok()); + EXPECT_TRUE(builder.AppendEmptyValue().ok()); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(struct_builder->Append().ok()); + EXPECT_TRUE(map_builder->AppendNull().ok()); + EXPECT_TRUE(struct_builder->Append().ok()); + EXPECT_TRUE(map_builder->AppendEmptyValue().ok()); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(struct_builder->Append().ok()); + EXPECT_TRUE(map_builder->Append().ok()); + EXPECT_TRUE(key_builder->Append(3).ok()); + EXPECT_TRUE(list_builder->AppendNull().ok()); + EXPECT_TRUE(key_builder->Append(4).ok()); + EXPECT_TRUE(list_builder->Append().ok()); + EXPECT_TRUE(element_builder->Append(40).ok()); + return finish_array(&builder); + } + + std::shared_ptr build_deep_map_list_map_array() { + auto nested_key_builder = std::make_shared(); + auto nested_value_builder = std::make_shared(); + auto nested_map_type = + arrow::map(arrow::int32(), arrow::field("value", arrow::utf8(), true)); + auto nested_map_builder = std::make_shared( + arrow::default_memory_pool(), nested_key_builder, nested_value_builder, + nested_map_type); + auto list_type = arrow::list(arrow::field("element", nested_map_type, true)); + auto list_builder = std::make_shared(arrow::default_memory_pool(), + nested_map_builder, list_type); + auto key_builder = std::make_shared(); + auto map_type = arrow::map(arrow::int32(), arrow::field("value", list_type, true)); + arrow::MapBuilder builder(arrow::default_memory_pool(), key_builder, list_builder, + map_type); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(key_builder->Append(10).ok()); + EXPECT_TRUE(list_builder->Append().ok()); + EXPECT_TRUE(nested_map_builder->Append().ok()); + EXPECT_TRUE(nested_key_builder->Append(1).ok()); + EXPECT_TRUE(nested_value_builder->Append("a").ok()); + EXPECT_TRUE(nested_key_builder->Append(2).ok()); + EXPECT_TRUE(nested_value_builder->AppendNull().ok()); + EXPECT_TRUE(nested_map_builder->AppendEmptyValue().ok()); + EXPECT_TRUE(nested_map_builder->AppendNull().ok()); + EXPECT_TRUE(key_builder->Append(20).ok()); + EXPECT_TRUE(list_builder->AppendEmptyValue().ok()); + + EXPECT_TRUE(builder.AppendNull().ok()); + EXPECT_TRUE(builder.AppendEmptyValue().ok()); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(key_builder->Append(30).ok()); + EXPECT_TRUE(list_builder->AppendNull().ok()); + EXPECT_TRUE(key_builder->Append(40).ok()); + EXPECT_TRUE(list_builder->Append().ok()); + EXPECT_TRUE(nested_map_builder->Append().ok()); + EXPECT_TRUE(nested_key_builder->Append(3).ok()); + EXPECT_TRUE(nested_value_builder->Append("c").ok()); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(key_builder->Append(50).ok()); + EXPECT_TRUE(list_builder->Append().ok()); + EXPECT_TRUE(nested_map_builder->AppendNull().ok()); + EXPECT_TRUE(nested_map_builder->Append().ok()); + EXPECT_TRUE(nested_key_builder->Append(4).ok()); + EXPECT_TRUE(nested_value_builder->Append("d").ok()); + return finish_array(&builder); + } + + void add_field(const std::shared_ptr& field, std::shared_ptr array, + std::function validator) { + _arrow_fields.push_back(field); + _arrays.push_back(std::move(array)); + _expected_by_field.push_back(std::move(validator)); + } + + void write_parquet_file() { + add_field(arrow::field("int32_col", arrow::int32(), false), + build_required_array({10, 20, 30, 40, 50}), + [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_EQ(schema.type_descriptor.physical_type, ::parquet::Type::INT32); + const auto& values = assert_cast(column); + EXPECT_EQ(values.get_element(0), 10); + EXPECT_EQ(values.get_element(4), 50); + }); + add_field(arrow::field("string_col", arrow::utf8(), false), + build_string_array({"alpha", "beta", "gamma", "delta", "epsilon"}), + [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_TRUE(schema.type_descriptor.is_string_like); + const auto& values = assert_cast(column); + EXPECT_EQ(values.get_data_at(0).to_string(), "alpha"); + EXPECT_EQ(values.get_data_at(4).to_string(), "epsilon"); + }); + add_field(arrow::field("nullable_int_col", arrow::int32(), true), + build_nullable_int32_array(), + [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_TRUE(schema.type->is_nullable()); + const auto& nullable_column = assert_cast(column); + const auto& nested_column = + assert_cast(nullable_column.get_nested_column()); + ASSERT_EQ(nullable_column.size(), ROW_COUNT); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_TRUE(nullable_column.is_null_at(3)); + EXPECT_EQ(nested_column.get_element(0), 1); + EXPECT_EQ(nested_column.get_element(2), 3); + }); + add_field(arrow::field("all_null_int_col", arrow::int32(), true), + build_all_null_int32_array(), + [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_TRUE(schema.type->is_nullable()); + const auto& nullable_column = assert_cast(column); + ASSERT_EQ(nullable_column.size(), ROW_COUNT); + for (size_t row = 0; row < ROW_COUNT; ++row) { + EXPECT_TRUE(nullable_column.is_null_at(row)); + } + }); + add_field(arrow::field("struct_col", + arrow::struct_({ + arrow::field("a", arrow::int32(), false), + arrow::field("b", arrow::utf8(), false), + }), + false), + build_required_struct_array(), + [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_EQ(remove_nullable(schema.type)->get_primitive_type(), TYPE_STRUCT); + const auto& struct_column = assert_cast(column); + ASSERT_EQ(struct_column.get_columns().size(), 2); + const auto& a_values = + get_nullable_nested_column(struct_column.get_column(0)); + const auto& b_values = + get_nullable_nested_column(struct_column.get_column(1)); + EXPECT_EQ(a_values.get_element(0), 101); + EXPECT_EQ(a_values.get_element(4), 105); + EXPECT_EQ(b_values.get_data_at(1).to_string(), "sb"); + EXPECT_EQ(b_values.get_data_at(4).to_string(), "se"); + }); + add_field(arrow::field("nullable_struct_col", + arrow::struct_({ + arrow::field("a", arrow::int32(), false), + arrow::field("b", arrow::utf8(), true), + }), + true), + build_nullable_struct_array(), + [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_TRUE(schema.type->is_nullable()); + const auto& nullable_column = assert_cast(column); + ASSERT_EQ(nullable_column.size(), ROW_COUNT); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + EXPECT_TRUE(nullable_column.is_null_at(4)); + + const auto& struct_column = + assert_cast(nullable_column.get_nested_column()); + ASSERT_EQ(struct_column.get_columns().size(), 2); + const auto& a_values = + get_nullable_nested_column(struct_column.get_column(0)); + const auto& b_values = + assert_cast(struct_column.get_column(1)); + const auto& b_nested = + assert_cast(b_values.get_nested_column()); + EXPECT_EQ(a_values.get_element(0), 201); + EXPECT_EQ(a_values.get_element(2), 203); + EXPECT_EQ(a_values.get_element(3), 204); + EXPECT_FALSE(b_values.is_null_at(0)); + EXPECT_TRUE(b_values.is_null_at(2)); + EXPECT_FALSE(b_values.is_null_at(3)); + EXPECT_EQ(b_nested.get_data_at(0).to_string(), "nsa"); + EXPECT_EQ(b_nested.get_data_at(3).to_string(), "nsd"); + }); + add_field(arrow::field("nullable_struct_decimal_col", + arrow::struct_({ + arrow::field("a", arrow::int32(), false), + arrow::field("d", arrow::decimal128(38, 6), true), + }), + true), + build_nullable_struct_with_decimal_array(), + [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_TRUE(schema.type->is_nullable()); + const auto& nullable_column = assert_cast(column); + ASSERT_EQ(nullable_column.size(), ROW_COUNT); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + EXPECT_TRUE(nullable_column.is_null_at(4)); + + const auto& struct_column = + assert_cast(nullable_column.get_nested_column()); + ASSERT_EQ(struct_column.get_columns().size(), 2); + const auto& a_values = + get_nullable_nested_column(struct_column.get_column(0)); + const auto& d_values = + assert_cast(struct_column.get_column(1)); + const auto& d_nested = + assert_cast(d_values.get_nested_column()); + EXPECT_EQ(a_values.get_element(0), 301); + EXPECT_EQ(a_values.get_element(2), 303); + EXPECT_EQ(a_values.get_element(3), 304); + EXPECT_FALSE(d_values.is_null_at(0)); + EXPECT_TRUE(d_values.is_null_at(2)); + EXPECT_FALSE(d_values.is_null_at(3)); + EXPECT_EQ(d_nested.get_element(0), Decimal128V3(123456789)); + EXPECT_EQ(d_nested.get_element(3), Decimal128V3(-987654321)); + }); + auto struct_list_type = arrow::struct_({ + arrow::field("a", arrow::int32(), false), + arrow::field("xs", arrow::list(arrow::field("element", arrow::int32(), true)), + true), + }); + add_field(arrow::field("nullable_struct_list_col", struct_list_type, true), + build_nullable_struct_with_list_array(), + [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_TRUE(schema.type->is_nullable()); + const auto& nullable_column = assert_cast(column); + ASSERT_EQ(nullable_column.size(), ROW_COUNT); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + EXPECT_FALSE(nullable_column.is_null_at(4)); + + const auto& struct_column = + assert_cast(nullable_column.get_nested_column()); + ASSERT_EQ(struct_column.get_columns().size(), 2); + const auto& a_values = + get_nullable_nested_column(struct_column.get_column(0)); + EXPECT_EQ(a_values.get_element(0), 301); + EXPECT_EQ(a_values.get_element(2), 303); + EXPECT_EQ(a_values.get_element(3), 304); + EXPECT_EQ(a_values.get_element(4), 305); + + const auto& xs_nullable = + assert_cast(struct_column.get_column(1)); + ASSERT_EQ(xs_nullable.size(), ROW_COUNT); + EXPECT_FALSE(xs_nullable.is_null_at(0)); + EXPECT_FALSE(xs_nullable.is_null_at(2)); + EXPECT_TRUE(xs_nullable.is_null_at(3)); + EXPECT_FALSE(xs_nullable.is_null_at(4)); + const auto& xs_array = + assert_cast(xs_nullable.get_nested_column()); + const auto& offsets = xs_array.get_offsets(); + ASSERT_EQ(offsets.size(), ROW_COUNT); + EXPECT_EQ(offsets[0], 2); + EXPECT_EQ(offsets[1], 2); + EXPECT_EQ(offsets[2], 2); + EXPECT_EQ(offsets[3], 2); + EXPECT_EQ(offsets[4], 4); + const auto& elements = + assert_cast(xs_array.get_data()); + ASSERT_EQ(elements.size(), 4); + EXPECT_FALSE(elements.is_null_at(0)); + EXPECT_FALSE(elements.is_null_at(1)); + EXPECT_TRUE(elements.is_null_at(2)); + EXPECT_FALSE(elements.is_null_at(3)); + const auto& values = + assert_cast(elements.get_nested_column()); + EXPECT_EQ(values.get_element(0), 1); + EXPECT_EQ(values.get_element(1), 2); + EXPECT_EQ(values.get_element(3), 5); + }); + auto struct_map_type = arrow::struct_({ + arrow::field("a", arrow::int32(), false), + arrow::field("kv", + arrow::map(arrow::int32(), arrow::field("value", arrow::utf8(), true)), + true), + }); + add_field(arrow::field("nullable_struct_map_col", struct_map_type, true), + build_nullable_struct_with_map_array(), + [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_TRUE(schema.type->is_nullable()); + const auto& nullable_column = assert_cast(column); + ASSERT_EQ(nullable_column.size(), ROW_COUNT); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + EXPECT_FALSE(nullable_column.is_null_at(4)); + + const auto& struct_column = + assert_cast(nullable_column.get_nested_column()); + ASSERT_EQ(struct_column.get_columns().size(), 2); + const auto& a_values = + get_nullable_nested_column(struct_column.get_column(0)); + EXPECT_EQ(a_values.get_element(0), 401); + EXPECT_EQ(a_values.get_element(2), 403); + EXPECT_EQ(a_values.get_element(3), 404); + EXPECT_EQ(a_values.get_element(4), 405); + + const auto& kv_nullable = + assert_cast(struct_column.get_column(1)); + ASSERT_EQ(kv_nullable.size(), ROW_COUNT); + EXPECT_FALSE(kv_nullable.is_null_at(0)); + EXPECT_FALSE(kv_nullable.is_null_at(2)); + EXPECT_TRUE(kv_nullable.is_null_at(3)); + EXPECT_FALSE(kv_nullable.is_null_at(4)); + const auto& kv_map = + assert_cast(kv_nullable.get_nested_column()); + const auto& offsets = kv_map.get_offsets(); + ASSERT_EQ(offsets.size(), ROW_COUNT); + EXPECT_EQ(offsets[0], 2); + EXPECT_EQ(offsets[1], 2); + EXPECT_EQ(offsets[2], 2); + EXPECT_EQ(offsets[3], 2); + EXPECT_EQ(offsets[4], 3); + const auto& keys = get_nullable_nested_column(kv_map.get_keys()); + const auto& values = assert_cast(kv_map.get_values()); + const auto& value_data = + assert_cast(values.get_nested_column()); + ASSERT_EQ(keys.size(), 3); + ASSERT_EQ(values.size(), 3); + EXPECT_EQ(keys.get_element(0), 1); + EXPECT_EQ(keys.get_element(1), 2); + EXPECT_EQ(keys.get_element(2), 5); + EXPECT_EQ(value_data.get_data_at(0).to_string(), "one"); + EXPECT_TRUE(values.is_null_at(1)); + EXPECT_EQ(value_data.get_data_at(2).to_string(), "five"); + }); + auto nested_struct_list_type = arrow::struct_({ + arrow::field("nested", + arrow::struct_({ + arrow::field("xs", + arrow::list(arrow::field("element", + arrow::int32(), true)), + true), + }), + true), + }); + add_field(arrow::field("nullable_struct_nested_struct_list_col", nested_struct_list_type, + true), + build_nullable_struct_with_nested_struct_list_array(), + [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_TRUE(schema.type->is_nullable()); + const auto& nullable_column = assert_cast(column); + ASSERT_EQ(nullable_column.size(), ROW_COUNT); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + EXPECT_FALSE(nullable_column.is_null_at(4)); + + const auto& struct_column = + assert_cast(nullable_column.get_nested_column()); + const auto& nested_nullable = + assert_cast(struct_column.get_column(0)); + EXPECT_FALSE(nested_nullable.is_null_at(0)); + EXPECT_TRUE(nested_nullable.is_null_at(2)); + EXPECT_FALSE(nested_nullable.is_null_at(3)); + EXPECT_FALSE(nested_nullable.is_null_at(4)); + }); + add_field(arrow::field("list_int_col", + arrow::list(arrow::field("element", arrow::int32(), false)), false), + build_required_int_list_array(), + [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_EQ(remove_nullable(schema.type)->get_primitive_type(), TYPE_ARRAY); + const auto* array_type = + assert_cast(remove_nullable(schema.type).get()); + EXPECT_EQ( + remove_nullable(array_type->get_nested_type())->get_primitive_type(), + TYPE_INT); + const auto& array_column = assert_cast(column); + ASSERT_EQ(array_column.size(), ROW_COUNT); + const auto array_size_at = [&array_column](size_t row_idx) { + return array_column.get_offsets()[row_idx] - + (row_idx == 0 ? 0 : array_column.get_offsets()[row_idx - 1]); + }; + EXPECT_EQ(array_size_at(0), 2); + EXPECT_EQ(array_size_at(1), 1); + EXPECT_EQ(array_size_at(2), 3); + EXPECT_EQ(array_size_at(4), 2); + const auto& values = + get_nullable_nested_column(array_column.get_data()); + ASSERT_EQ(values.size(), 9); + EXPECT_EQ(values.get_element(0), 1); + EXPECT_EQ(values.get_element(5), 6); + EXPECT_EQ(values.get_element(8), 9); + }); + add_field(arrow::field("nullable_list_int_col", + arrow::list(arrow::field("element", arrow::int32(), true)), true), + build_nullable_int_list_array(), + [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_TRUE(schema.type->is_nullable()); + const auto& nullable_column = assert_cast(column); + ASSERT_EQ(nullable_column.size(), ROW_COUNT); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + const auto& array_column = + assert_cast(nullable_column.get_nested_column()); + const auto& offsets = array_column.get_offsets(); + ASSERT_EQ(offsets.size(), ROW_COUNT); + EXPECT_EQ(offsets[0], 2); + EXPECT_EQ(offsets[1], 2); + EXPECT_EQ(offsets[2], 2); + EXPECT_EQ(offsets[3], 4); + EXPECT_EQ(offsets[4], 5); + const auto& elements = + assert_cast(array_column.get_data()); + const auto& values = + assert_cast(elements.get_nested_column()); + ASSERT_EQ(elements.size(), 5); + EXPECT_EQ(values.get_element(0), 10); + EXPECT_EQ(values.get_element(1), 20); + EXPECT_TRUE(elements.is_null_at(2)); + EXPECT_EQ(values.get_element(3), 30); + EXPECT_EQ(values.get_element(4), 40); + }); + add_field(arrow::field("required_nullable_list_int_col", + arrow::list(arrow::field("element", arrow::int32(), true)), false), + build_required_nullable_int_list_array(), + [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_FALSE(schema.type->is_nullable()); + const auto& array_column = assert_cast(column); + const auto& offsets = array_column.get_offsets(); + ASSERT_EQ(offsets.size(), ROW_COUNT); + EXPECT_EQ(offsets[0], 0); + EXPECT_EQ(offsets[1], 2); + EXPECT_EQ(offsets[2], 3); + EXPECT_EQ(offsets[3], 5); + EXPECT_EQ(offsets[4], 5); + const auto& elements = + assert_cast(array_column.get_data()); + ASSERT_EQ(elements.size(), 5); + EXPECT_TRUE(elements.is_null_at(0)); + EXPECT_FALSE(elements.is_null_at(1)); + EXPECT_TRUE(elements.is_null_at(4)); + }); + auto list_struct_type = arrow::struct_({ + arrow::field("a", arrow::int32(), false), + arrow::field("b", arrow::utf8(), true), + }); + add_field(arrow::field("nullable_list_struct_col", + arrow::list(arrow::field("element", list_struct_type, true)), true), + build_nullable_struct_list_array(), + [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_TRUE(schema.type->is_nullable()); + const auto& nullable_column = assert_cast(column); + ASSERT_EQ(nullable_column.size(), ROW_COUNT); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + EXPECT_FALSE(nullable_column.is_null_at(4)); + + const auto& array_column = + assert_cast(nullable_column.get_nested_column()); + const auto& offsets = array_column.get_offsets(); + ASSERT_EQ(offsets.size(), ROW_COUNT); + EXPECT_EQ(offsets[0], 2); + EXPECT_EQ(offsets[1], 2); + EXPECT_EQ(offsets[2], 2); + EXPECT_EQ(offsets[3], 4); + EXPECT_EQ(offsets[4], 5); + + const auto& elements = + assert_cast(array_column.get_data()); + const auto& struct_column = + assert_cast(elements.get_nested_column()); + const auto& a_values = + get_nullable_nested_column(struct_column.get_column(0)); + const auto& b_values = + assert_cast(struct_column.get_column(1)); + const auto& b_data = + assert_cast(b_values.get_nested_column()); + ASSERT_EQ(elements.size(), 5); + EXPECT_FALSE(elements.is_null_at(0)); + EXPECT_FALSE(elements.is_null_at(1)); + EXPECT_TRUE(elements.is_null_at(2)); + EXPECT_FALSE(elements.is_null_at(3)); + EXPECT_EQ(a_values.get_element(0), 11); + EXPECT_EQ(a_values.get_element(1), 12); + EXPECT_EQ(a_values.get_element(3), 13); + EXPECT_EQ(a_values.get_element(4), 14); + EXPECT_EQ(b_data.get_data_at(0).to_string(), "la"); + EXPECT_TRUE(b_values.is_null_at(1)); + EXPECT_EQ(b_data.get_data_at(3).to_string(), "ld"); + EXPECT_EQ(b_data.get_data_at(4).to_string(), "le"); + }); + auto nested_list_type = arrow::list(arrow::field("element", arrow::int32(), true)); + add_field(arrow::field("nullable_list_list_int_col", + arrow::list(arrow::field("element", nested_list_type, true)), true), + build_nullable_list_list_int_array(), + [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_TRUE(schema.type->is_nullable()); + const auto& nullable_column = assert_cast(column); + ASSERT_EQ(nullable_column.size(), ROW_COUNT); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + EXPECT_FALSE(nullable_column.is_null_at(4)); + + const auto& outer_array = + assert_cast(nullable_column.get_nested_column()); + const auto& outer_offsets = outer_array.get_offsets(); + ASSERT_EQ(outer_offsets.size(), ROW_COUNT); + EXPECT_EQ(outer_offsets[0], 4); + EXPECT_EQ(outer_offsets[1], 4); + EXPECT_EQ(outer_offsets[2], 4); + EXPECT_EQ(outer_offsets[3], 5); + EXPECT_EQ(outer_offsets[4], 7); + + const auto& inner_nullable = + assert_cast(outer_array.get_data()); + ASSERT_EQ(inner_nullable.size(), 7); + EXPECT_FALSE(inner_nullable.is_null_at(0)); + EXPECT_FALSE(inner_nullable.is_null_at(1)); + EXPECT_TRUE(inner_nullable.is_null_at(2)); + EXPECT_FALSE(inner_nullable.is_null_at(3)); + EXPECT_FALSE(inner_nullable.is_null_at(6)); + + const auto& inner_array = + assert_cast(inner_nullable.get_nested_column()); + const auto& inner_offsets = inner_array.get_offsets(); + ASSERT_EQ(inner_offsets.size(), 7); + EXPECT_EQ(inner_offsets[0], 2); + EXPECT_EQ(inner_offsets[1], 2); + EXPECT_EQ(inner_offsets[2], 2); + EXPECT_EQ(inner_offsets[3], 4); + EXPECT_EQ(inner_offsets[4], 5); + EXPECT_EQ(inner_offsets[5], 5); + EXPECT_EQ(inner_offsets[6], 7); + + const auto& elements = + assert_cast(inner_array.get_data()); + const auto& values = + assert_cast(elements.get_nested_column()); + ASSERT_EQ(elements.size(), 7); + EXPECT_EQ(values.get_element(0), 1); + EXPECT_EQ(values.get_element(1), 2); + EXPECT_TRUE(elements.is_null_at(2)); + EXPECT_EQ(values.get_element(3), 3); + EXPECT_EQ(values.get_element(4), 4); + EXPECT_EQ(values.get_element(5), 5); + EXPECT_TRUE(elements.is_null_at(6)); + }); + add_field(arrow::field( + "map_int_string_col", + arrow::map(arrow::int32(), arrow::field("value", arrow::utf8(), false)), + false), + build_required_int_string_map_array(), + [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_EQ(remove_nullable(schema.type)->get_primitive_type(), TYPE_MAP); + const auto* map_type = + assert_cast(remove_nullable(schema.type).get()); + EXPECT_EQ(remove_nullable(map_type->get_key_type())->get_primitive_type(), + TYPE_INT); + EXPECT_EQ(remove_nullable(map_type->get_value_type())->get_primitive_type(), + TYPE_STRING); + const auto& map_column = assert_cast(column); + ASSERT_EQ(map_column.size(), ROW_COUNT); + const auto map_size_at = [&map_column](size_t row_idx) { + return map_column.get_offsets()[row_idx] - + (row_idx == 0 ? 0 : map_column.get_offsets()[row_idx - 1]); + }; + EXPECT_EQ(map_size_at(0), 2); + EXPECT_EQ(map_size_at(1), 1); + EXPECT_EQ(map_size_at(2), 3); + EXPECT_EQ(map_size_at(4), 2); + const auto& keys = + get_nullable_nested_column(map_column.get_keys()); + const auto& values = + get_nullable_nested_column(map_column.get_values()); + ASSERT_EQ(keys.size(), 9); + ASSERT_EQ(values.size(), 9); + EXPECT_EQ(keys.get_element(0), 1); + EXPECT_EQ(keys.get_element(5), 6); + EXPECT_EQ(keys.get_element(8), 9); + EXPECT_EQ(values.get_data_at(0).to_string(), "a"); + EXPECT_EQ(values.get_data_at(5).to_string(), "f"); + EXPECT_EQ(values.get_data_at(8).to_string(), "i"); + }); + add_field( + arrow::field("nullable_map_int_string_col", + arrow::map(arrow::int32(), arrow::field("value", arrow::utf8(), true)), + true), + build_nullable_int_string_map_array(), + [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_TRUE(schema.type->is_nullable()); + const auto& nullable_column = assert_cast(column); + ASSERT_EQ(nullable_column.size(), ROW_COUNT); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + const auto& map_column = + assert_cast(nullable_column.get_nested_column()); + const auto& offsets = map_column.get_offsets(); + ASSERT_EQ(offsets.size(), ROW_COUNT); + EXPECT_EQ(offsets[0], 2); + EXPECT_EQ(offsets[1], 2); + EXPECT_EQ(offsets[2], 2); + EXPECT_EQ(offsets[3], 3); + EXPECT_EQ(offsets[4], 4); + const auto& keys = + get_nullable_nested_column(map_column.get_keys()); + const auto& values = + assert_cast(map_column.get_values()); + const auto& value_data = + assert_cast(values.get_nested_column()); + ASSERT_EQ(keys.size(), 4); + EXPECT_EQ(keys.get_element(0), 10); + EXPECT_EQ(keys.get_element(1), 20); + EXPECT_EQ(keys.get_element(3), 40); + EXPECT_EQ(value_data.get_data_at(0).to_string(), "aa"); + EXPECT_TRUE(values.is_null_at(1)); + EXPECT_EQ(value_data.get_data_at(2).to_string(), "cc"); + EXPECT_TRUE(values.is_null_at(3)); + }); + add_field( + arrow::field("required_nullable_map_int_string_col", + arrow::map(arrow::int32(), arrow::field("value", arrow::utf8(), true)), + false), + build_required_nullable_string_map_array(), + [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_FALSE(schema.type->is_nullable()); + const auto& map_column = assert_cast(column); + const auto& offsets = map_column.get_offsets(); + ASSERT_EQ(offsets.size(), ROW_COUNT); + EXPECT_EQ(offsets[0], 0); + EXPECT_EQ(offsets[1], 2); + EXPECT_EQ(offsets[2], 3); + EXPECT_EQ(offsets[3], 3); + EXPECT_EQ(offsets[4], 4); + const auto& values = + assert_cast(map_column.get_values()); + ASSERT_EQ(values.size(), 4); + EXPECT_TRUE(values.is_null_at(0)); + EXPECT_FALSE(values.is_null_at(1)); + EXPECT_TRUE(values.is_null_at(3)); + }); + auto map_struct_type = arrow::struct_({ + arrow::field("a", arrow::int32(), false), + arrow::field("b", arrow::utf8(), true), + }); + add_field(arrow::field( + "nullable_map_int_struct_col", + arrow::map(arrow::int32(), arrow::field("value", map_struct_type, true)), + true), + build_nullable_int_struct_map_array(), + [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_TRUE(schema.type->is_nullable()); + const auto& nullable_column = assert_cast(column); + ASSERT_EQ(nullable_column.size(), ROW_COUNT); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + EXPECT_FALSE(nullable_column.is_null_at(4)); + + const auto& map_column = + assert_cast(nullable_column.get_nested_column()); + const auto& offsets = map_column.get_offsets(); + ASSERT_EQ(offsets.size(), ROW_COUNT); + EXPECT_EQ(offsets[0], 2); + EXPECT_EQ(offsets[1], 2); + EXPECT_EQ(offsets[2], 2); + EXPECT_EQ(offsets[3], 3); + EXPECT_EQ(offsets[4], 4); + + const auto& keys = + get_nullable_nested_column(map_column.get_keys()); + const auto& values = + assert_cast(map_column.get_values()); + const auto& struct_column = + assert_cast(values.get_nested_column()); + const auto& a_values = + get_nullable_nested_column(struct_column.get_column(0)); + const auto& b_values = + assert_cast(struct_column.get_column(1)); + const auto& b_data = + assert_cast(b_values.get_nested_column()); + ASSERT_EQ(keys.size(), 4); + ASSERT_EQ(values.size(), 4); + EXPECT_EQ(keys.get_element(0), 101); + EXPECT_EQ(keys.get_element(1), 102); + EXPECT_EQ(keys.get_element(3), 104); + EXPECT_FALSE(values.is_null_at(0)); + EXPECT_FALSE(values.is_null_at(1)); + EXPECT_TRUE(values.is_null_at(2)); + EXPECT_FALSE(values.is_null_at(3)); + EXPECT_EQ(a_values.get_element(0), 21); + EXPECT_EQ(a_values.get_element(1), 22); + EXPECT_EQ(a_values.get_element(3), 24); + EXPECT_EQ(b_data.get_data_at(0).to_string(), "ma"); + EXPECT_TRUE(b_values.is_null_at(1)); + EXPECT_EQ(b_data.get_data_at(3).to_string(), "me"); + }); + auto map_list_type = arrow::list(arrow::field("element", arrow::int32(), true)); + add_field( + arrow::field("nullable_map_int_list_col", + arrow::map(arrow::int32(), arrow::field("value", map_list_type, true)), + true), + build_nullable_int_list_map_array(), + [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_TRUE(schema.type->is_nullable()); + const auto& nullable_column = assert_cast(column); + ASSERT_EQ(nullable_column.size(), ROW_COUNT); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + EXPECT_FALSE(nullable_column.is_null_at(4)); + + const auto& map_column = + assert_cast(nullable_column.get_nested_column()); + const auto& map_offsets = map_column.get_offsets(); + ASSERT_EQ(map_offsets.size(), ROW_COUNT); + EXPECT_EQ(map_offsets[0], 2); + EXPECT_EQ(map_offsets[1], 2); + EXPECT_EQ(map_offsets[2], 2); + EXPECT_EQ(map_offsets[3], 4); + EXPECT_EQ(map_offsets[4], 5); + + const auto& keys = + get_nullable_nested_column(map_column.get_keys()); + ASSERT_EQ(keys.size(), 5); + EXPECT_EQ(keys.get_element(0), 201); + EXPECT_EQ(keys.get_element(1), 202); + EXPECT_EQ(keys.get_element(2), 203); + EXPECT_EQ(keys.get_element(3), 204); + EXPECT_EQ(keys.get_element(4), 205); + + const auto& values = + assert_cast(map_column.get_values()); + ASSERT_EQ(values.size(), 5); + EXPECT_FALSE(values.is_null_at(0)); + EXPECT_FALSE(values.is_null_at(1)); + EXPECT_TRUE(values.is_null_at(2)); + EXPECT_FALSE(values.is_null_at(3)); + EXPECT_FALSE(values.is_null_at(4)); + + const auto& list_column = + assert_cast(values.get_nested_column()); + const auto& list_offsets = list_column.get_offsets(); + ASSERT_EQ(list_offsets.size(), 5); + EXPECT_EQ(list_offsets[0], 2); + EXPECT_EQ(list_offsets[1], 2); + EXPECT_EQ(list_offsets[2], 2); + EXPECT_EQ(list_offsets[3], 4); + EXPECT_EQ(list_offsets[4], 5); + + const auto& elements = + assert_cast(list_column.get_data()); + const auto& element_values = + assert_cast(elements.get_nested_column()); + ASSERT_EQ(elements.size(), 5); + EXPECT_EQ(element_values.get_element(0), 1); + EXPECT_EQ(element_values.get_element(1), 2); + EXPECT_TRUE(elements.is_null_at(2)); + EXPECT_EQ(element_values.get_element(3), 3); + EXPECT_EQ(element_values.get_element(4), 4); + }); + auto list_map_type = arrow::map(arrow::int32(), arrow::field("value", arrow::utf8(), true)); + add_field(arrow::field("nullable_list_map_int_string_col", + arrow::list(arrow::field("element", list_map_type, true)), true), + build_nullable_map_list_array(), + [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_TRUE(schema.type->is_nullable()); + const auto& nullable_column = assert_cast(column); + ASSERT_EQ(nullable_column.size(), ROW_COUNT); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + EXPECT_FALSE(nullable_column.is_null_at(4)); + + const auto& outer_array = + assert_cast(nullable_column.get_nested_column()); + const auto& outer_offsets = outer_array.get_offsets(); + ASSERT_EQ(outer_offsets.size(), ROW_COUNT); + EXPECT_EQ(outer_offsets[0], 2); + EXPECT_EQ(outer_offsets[1], 2); + EXPECT_EQ(outer_offsets[2], 2); + EXPECT_EQ(outer_offsets[3], 4); + EXPECT_EQ(outer_offsets[4], 5); + + const auto& map_values = + assert_cast(outer_array.get_data()); + ASSERT_EQ(map_values.size(), 5); + EXPECT_FALSE(map_values.is_null_at(0)); + EXPECT_FALSE(map_values.is_null_at(1)); + EXPECT_TRUE(map_values.is_null_at(2)); + EXPECT_FALSE(map_values.is_null_at(3)); + EXPECT_FALSE(map_values.is_null_at(4)); + + const auto& map_column = + assert_cast(map_values.get_nested_column()); + const auto& map_offsets = map_column.get_offsets(); + ASSERT_EQ(map_offsets.size(), 5); + EXPECT_EQ(map_offsets[0], 2); + EXPECT_EQ(map_offsets[1], 2); + EXPECT_EQ(map_offsets[2], 2); + EXPECT_EQ(map_offsets[3], 3); + EXPECT_EQ(map_offsets[4], 4); + const auto& keys = + get_nullable_nested_column(map_column.get_keys()); + const auto& values = + assert_cast(map_column.get_values()); + const auto& value_data = + assert_cast(values.get_nested_column()); + ASSERT_EQ(keys.size(), 4); + EXPECT_EQ(keys.get_element(0), 1); + EXPECT_EQ(keys.get_element(1), 2); + EXPECT_EQ(keys.get_element(2), 3); + EXPECT_EQ(keys.get_element(3), 4); + EXPECT_EQ(value_data.get_data_at(0).to_string(), "a"); + EXPECT_TRUE(values.is_null_at(1)); + EXPECT_EQ(value_data.get_data_at(2).to_string(), "c"); + EXPECT_EQ(value_data.get_data_at(3).to_string(), "d"); + }); + auto nested_map_type = + arrow::map(arrow::int32(), arrow::field("value", arrow::utf8(), true)); + add_field(arrow::field( + "nullable_map_int_map_int_string_col", + arrow::map(arrow::int32(), arrow::field("value", nested_map_type, true)), + true), + build_nullable_int_map_map_array(), + [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_TRUE(schema.type->is_nullable()); + const auto& nullable_column = assert_cast(column); + ASSERT_EQ(nullable_column.size(), ROW_COUNT); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + EXPECT_FALSE(nullable_column.is_null_at(4)); + + const auto& outer_map = + assert_cast(nullable_column.get_nested_column()); + const auto& outer_offsets = outer_map.get_offsets(); + ASSERT_EQ(outer_offsets.size(), ROW_COUNT); + EXPECT_EQ(outer_offsets[0], 2); + EXPECT_EQ(outer_offsets[1], 2); + EXPECT_EQ(outer_offsets[2], 2); + EXPECT_EQ(outer_offsets[3], 4); + EXPECT_EQ(outer_offsets[4], 4); + + const auto& outer_keys = + get_nullable_nested_column(outer_map.get_keys()); + ASSERT_EQ(outer_keys.size(), 4); + EXPECT_EQ(outer_keys.get_element(0), 10); + EXPECT_EQ(outer_keys.get_element(1), 20); + EXPECT_EQ(outer_keys.get_element(2), 30); + EXPECT_EQ(outer_keys.get_element(3), 40); + + const auto& inner_values = + assert_cast(outer_map.get_values()); + ASSERT_EQ(inner_values.size(), 4); + EXPECT_FALSE(inner_values.is_null_at(0)); + EXPECT_FALSE(inner_values.is_null_at(1)); + EXPECT_TRUE(inner_values.is_null_at(2)); + EXPECT_FALSE(inner_values.is_null_at(3)); + + const auto& inner_map = + assert_cast(inner_values.get_nested_column()); + const auto& inner_offsets = inner_map.get_offsets(); + ASSERT_EQ(inner_offsets.size(), 4); + EXPECT_EQ(inner_offsets[0], 1); + EXPECT_EQ(inner_offsets[1], 1); + EXPECT_EQ(inner_offsets[2], 1); + EXPECT_EQ(inner_offsets[3], 2); + const auto& inner_keys = + get_nullable_nested_column(inner_map.get_keys()); + const auto& inner_strings = + assert_cast(inner_map.get_values()); + const auto& inner_string_data = + assert_cast(inner_strings.get_nested_column()); + ASSERT_EQ(inner_keys.size(), 2); + EXPECT_EQ(inner_keys.get_element(0), 101); + EXPECT_EQ(inner_keys.get_element(1), 401); + EXPECT_EQ(inner_string_data.get_data_at(0).to_string(), "aa"); + EXPECT_TRUE(inner_strings.is_null_at(1)); + }); + auto deep_list_value_type = arrow::list(arrow::field("element", arrow::int32(), true)); + auto deep_list_map_type = + arrow::map(arrow::int32(), arrow::field("value", deep_list_value_type, true)); + auto deep_list_struct_type = arrow::struct_({arrow::field("kv", deep_list_map_type, true)}); + add_field(arrow::field("nullable_list_struct_map_list_col", + arrow::list(arrow::field("element", deep_list_struct_type, true)), + true), + build_deep_list_struct_map_list_array(), + [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_TRUE(schema.type->is_nullable()); + const auto& nullable_column = assert_cast(column); + ASSERT_EQ(nullable_column.size(), ROW_COUNT); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + EXPECT_FALSE(nullable_column.is_null_at(4)); + + const auto& outer_array = + assert_cast(nullable_column.get_nested_column()); + const auto& outer_offsets = outer_array.get_offsets(); + ASSERT_EQ(outer_offsets.size(), ROW_COUNT); + EXPECT_EQ(outer_offsets[0], 2); + EXPECT_EQ(outer_offsets[1], 2); + EXPECT_EQ(outer_offsets[2], 2); + EXPECT_EQ(outer_offsets[3], 4); + EXPECT_EQ(outer_offsets[4], 5); + + const auto& struct_values = + assert_cast(outer_array.get_data()); + ASSERT_EQ(struct_values.size(), 5); + EXPECT_FALSE(struct_values.is_null_at(0)); + EXPECT_TRUE(struct_values.is_null_at(1)); + EXPECT_FALSE(struct_values.is_null_at(2)); + EXPECT_FALSE(struct_values.is_null_at(3)); + EXPECT_FALSE(struct_values.is_null_at(4)); + + const auto& struct_column = + assert_cast(struct_values.get_nested_column()); + const auto& map_values = + assert_cast(struct_column.get_column(0)); + ASSERT_EQ(map_values.size(), 5); + EXPECT_FALSE(map_values.is_null_at(0)); + EXPECT_TRUE(map_values.is_null_at(1)); + EXPECT_TRUE(map_values.is_null_at(2)); + EXPECT_FALSE(map_values.is_null_at(3)); + EXPECT_FALSE(map_values.is_null_at(4)); + + const auto& map_column = + assert_cast(map_values.get_nested_column()); + const auto& map_offsets = map_column.get_offsets(); + ASSERT_EQ(map_offsets.size(), 5); + EXPECT_EQ(map_offsets[0], 2); + EXPECT_EQ(map_offsets[1], 2); + EXPECT_EQ(map_offsets[2], 2); + EXPECT_EQ(map_offsets[3], 2); + EXPECT_EQ(map_offsets[4], 4); + const auto& keys = + get_nullable_nested_column(map_column.get_keys()); + ASSERT_EQ(keys.size(), 4); + EXPECT_EQ(keys.get_element(0), 1); + EXPECT_EQ(keys.get_element(1), 2); + EXPECT_EQ(keys.get_element(2), 3); + EXPECT_EQ(keys.get_element(3), 4); + + const auto& lists = + assert_cast(map_column.get_values()); + ASSERT_EQ(lists.size(), 4); + EXPECT_FALSE(lists.is_null_at(0)); + EXPECT_FALSE(lists.is_null_at(1)); + EXPECT_TRUE(lists.is_null_at(2)); + EXPECT_FALSE(lists.is_null_at(3)); + const auto& list_column = + assert_cast(lists.get_nested_column()); + const auto& list_offsets = list_column.get_offsets(); + ASSERT_EQ(list_offsets.size(), 4); + EXPECT_EQ(list_offsets[0], 2); + EXPECT_EQ(list_offsets[1], 2); + EXPECT_EQ(list_offsets[2], 2); + EXPECT_EQ(list_offsets[3], 3); + const auto& elements = + assert_cast(list_column.get_data()); + const auto& element_values = + assert_cast(elements.get_nested_column()); + ASSERT_EQ(elements.size(), 3); + EXPECT_EQ(element_values.get_element(0), 10); + EXPECT_TRUE(elements.is_null_at(1)); + EXPECT_EQ(element_values.get_element(2), 40); + }); + auto deep_map_nested_map_type = + arrow::map(arrow::int32(), arrow::field("value", arrow::utf8(), true)); + auto deep_map_list_type = + arrow::list(arrow::field("element", deep_map_nested_map_type, true)); + add_field( + arrow::field( + "nullable_map_int_list_map_int_string_col", + arrow::map(arrow::int32(), arrow::field("value", deep_map_list_type, true)), + true), + build_deep_map_list_map_array(), + [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_TRUE(schema.type->is_nullable()); + const auto& nullable_column = assert_cast(column); + ASSERT_EQ(nullable_column.size(), ROW_COUNT); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + EXPECT_FALSE(nullable_column.is_null_at(4)); + + const auto& outer_map = + assert_cast(nullable_column.get_nested_column()); + const auto& outer_offsets = outer_map.get_offsets(); + ASSERT_EQ(outer_offsets.size(), ROW_COUNT); + EXPECT_EQ(outer_offsets[0], 2); + EXPECT_EQ(outer_offsets[1], 2); + EXPECT_EQ(outer_offsets[2], 2); + EXPECT_EQ(outer_offsets[3], 4); + EXPECT_EQ(outer_offsets[4], 5); + const auto& outer_keys = + get_nullable_nested_column(outer_map.get_keys()); + ASSERT_EQ(outer_keys.size(), 5); + EXPECT_EQ(outer_keys.get_element(0), 10); + EXPECT_EQ(outer_keys.get_element(1), 20); + EXPECT_EQ(outer_keys.get_element(2), 30); + EXPECT_EQ(outer_keys.get_element(3), 40); + EXPECT_EQ(outer_keys.get_element(4), 50); + + const auto& lists = assert_cast(outer_map.get_values()); + ASSERT_EQ(lists.size(), 5); + EXPECT_FALSE(lists.is_null_at(0)); + EXPECT_FALSE(lists.is_null_at(1)); + EXPECT_TRUE(lists.is_null_at(2)); + EXPECT_FALSE(lists.is_null_at(3)); + EXPECT_FALSE(lists.is_null_at(4)); + const auto& list_column = + assert_cast(lists.get_nested_column()); + const auto& list_offsets = list_column.get_offsets(); + ASSERT_EQ(list_offsets.size(), 5); + EXPECT_EQ(list_offsets[0], 3); + EXPECT_EQ(list_offsets[1], 3); + EXPECT_EQ(list_offsets[2], 3); + EXPECT_EQ(list_offsets[3], 4); + EXPECT_EQ(list_offsets[4], 6); + + const auto& inner_maps = + assert_cast(list_column.get_data()); + ASSERT_EQ(inner_maps.size(), 6); + EXPECT_FALSE(inner_maps.is_null_at(0)); + EXPECT_FALSE(inner_maps.is_null_at(1)); + EXPECT_TRUE(inner_maps.is_null_at(2)); + EXPECT_FALSE(inner_maps.is_null_at(3)); + EXPECT_TRUE(inner_maps.is_null_at(4)); + EXPECT_FALSE(inner_maps.is_null_at(5)); + const auto& inner_map_column = + assert_cast(inner_maps.get_nested_column()); + const auto& inner_offsets = inner_map_column.get_offsets(); + ASSERT_EQ(inner_offsets.size(), 6); + EXPECT_EQ(inner_offsets[0], 2); + EXPECT_EQ(inner_offsets[1], 2); + EXPECT_EQ(inner_offsets[2], 2); + EXPECT_EQ(inner_offsets[3], 3); + EXPECT_EQ(inner_offsets[4], 3); + EXPECT_EQ(inner_offsets[5], 4); + const auto& inner_keys = + get_nullable_nested_column(inner_map_column.get_keys()); + ASSERT_EQ(inner_keys.size(), 4); + EXPECT_EQ(inner_keys.get_element(0), 1); + EXPECT_EQ(inner_keys.get_element(1), 2); + EXPECT_EQ(inner_keys.get_element(2), 3); + EXPECT_EQ(inner_keys.get_element(3), 4); + const auto& strings = + assert_cast(inner_map_column.get_values()); + const auto& string_data = + assert_cast(strings.get_nested_column()); + ASSERT_EQ(strings.size(), 4); + EXPECT_EQ(string_data.get_data_at(0).to_string(), "a"); + EXPECT_TRUE(strings.is_null_at(1)); + EXPECT_EQ(string_data.get_data_at(2).to_string(), "c"); + EXPECT_EQ(string_data.get_data_at(3).to_string(), "d"); + }); + + auto schema = arrow::schema(_arrow_fields); + auto table = arrow::Table::Make(schema, _arrays); + + auto file_result = arrow::io::FileOutputStream::Open(_file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder builder; + builder.version(::parquet::ParquetVersion::PARQUET_2_6); + builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + builder.compression(::parquet::Compression::UNCOMPRESSED); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, + ROW_COUNT, builder.build())); + } + + std::unique_ptr create_reader(size_t field_idx) const { + ParquetColumnReaderFactory factory(_row_group, _file_reader->metadata()->num_columns()); + std::unique_ptr reader; + auto st = factory.create(*_fields[field_idx], &reader); + EXPECT_TRUE(st.ok()) << st; + return reader; + } + + std::unique_ptr create_projected_child_reader(size_t field_idx, + size_t child_idx) const { + const auto& struct_schema = *_fields[field_idx]; + EXPECT_LT(child_idx, struct_schema.children.size()); + + format::LocalColumnIndex projection; + projection.index = struct_schema.local_id; + projection.project_all_children = false; + format::LocalColumnIndex child_projection; + child_projection.index = struct_schema.children[child_idx]->local_id; + projection.children.push_back(std::move(child_projection)); + + ParquetColumnReaderFactory factory(_row_group, _file_reader->metadata()->num_columns()); + std::unique_ptr reader; + auto st = factory.create(struct_schema, &projection, &reader); + EXPECT_TRUE(st.ok()) << st; + return reader; + } + + std::unique_ptr create_projected_grandchild_reader( + size_t field_idx, size_t child_idx, size_t grandchild_idx) const { + const auto& struct_schema = *_fields[field_idx]; + EXPECT_LT(child_idx, struct_schema.children.size()); + const auto& child_schema = *struct_schema.children[child_idx]; + EXPECT_LT(grandchild_idx, child_schema.children.size()); + + format::LocalColumnIndex projection; + projection.index = struct_schema.local_id; + projection.project_all_children = false; + format::LocalColumnIndex child_projection; + child_projection.index = child_schema.local_id; + child_projection.project_all_children = false; + format::LocalColumnIndex grandchild_projection; + grandchild_projection.index = child_schema.children[grandchild_idx]->local_id; + child_projection.children.push_back(std::move(grandchild_projection)); + projection.children.push_back(std::move(child_projection)); + + ParquetColumnReaderFactory factory(_row_group, _file_reader->metadata()->num_columns()); + std::unique_ptr reader; + auto st = factory.create(struct_schema, &projection, &reader); + EXPECT_TRUE(st.ok()) << st; + return reader; + } + + void read_and_validate(size_t field_idx) const { + auto reader = create_reader(field_idx); + ASSERT_NE(reader, nullptr); + MutableColumnPtr column = reader->type()->create_column(); + int64_t rows_read = 0; + auto st = reader->read(ROW_COUNT, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, ROW_COUNT); + ASSERT_EQ(column->size(), ROW_COUNT); + _expected_by_field[field_idx](*_fields[field_idx], *column); + } + + size_t find_field_idx(const std::string& name) const { + for (size_t field_idx = 0; field_idx < _fields.size(); ++field_idx) { + if (_fields[field_idx]->name == name) { + return field_idx; + } + } + ADD_FAILURE() << "Cannot find parquet test field " << name; + return _fields.size(); + } + + std::filesystem::path _test_dir; + std::string _file_path; + std::unique_ptr<::parquet::ParquetFileReader> _file_reader; + std::shared_ptr<::parquet::RowGroupReader> _row_group; + std::vector> _fields; + std::vector> _arrow_fields; + std::vector> _arrays; + std::vector> _expected_by_field; +}; + +TEST(ParquetColumnReaderBaseTest, SelectionVectorRangesAndValidation) { + SelectionVector identity; + ASSERT_TRUE(identity.verify(4, 5).ok()); + auto ranges = selection_to_ranges(identity, 4); + ASSERT_EQ(ranges.size(), 1); + EXPECT_EQ(ranges[0].start, 0); + EXPECT_EQ(ranges[0].length, 4); + + std::array selected = {0, 2, 3, 6, 6}; + SelectionVector external(selected.data(), 4); + auto status = external.verify(3, 7); + ASSERT_TRUE(status.ok()) << status; + ranges = selection_to_ranges(external, 3); + ASSERT_EQ(ranges.size(), 2); + EXPECT_EQ(ranges[0].start, 0); + EXPECT_EQ(ranges[0].length, 1); + EXPECT_EQ(ranges[1].start, 2); + EXPECT_EQ(ranges[1].length, 2); + + EXPECT_FALSE(external.verify(8, 7).ok()); + EXPECT_FALSE(external.verify(5, 7).ok()); + EXPECT_FALSE(external.verify(4, 6).ok()); + + std::array duplicate = {0, 2, 2}; + SelectionVector non_strict(duplicate.data(), duplicate.size()); + EXPECT_FALSE(non_strict.verify(3, 5).ok()); + EXPECT_FALSE(identity.verify(1, -1).ok()); +} + +TEST(ParquetColumnReaderBaseTest, DefaultSelectUsesSkipReadRangesAndSkipNestedUsesBuild) { + DefaultSelectReader reader; + std::array selected = {1, 3, 4}; + SelectionVector selection(selected.data(), selected.size()); + auto column = ColumnInt32::create(); + MutableColumnPtr mutable_column = std::move(column); + auto status = reader.select(selection, selected.size(), 6, mutable_column); + ASSERT_TRUE(status.ok()) << status; + + const auto& values = assert_cast(*mutable_column); + ASSERT_EQ(values.size(), 3); + EXPECT_EQ(values.get_element(0), 1); + EXPECT_EQ(values.get_element(1), 3); + EXPECT_EQ(values.get_element(2), 4); + EXPECT_EQ(reader.skip_ranges(), std::vector({1, 1, 1})); + EXPECT_EQ(reader.read_ranges(), std::vector({1, 2})); + + BaseUnsupportedReader unsupported_reader; + auto skip_status = unsupported_reader.skip(1); + EXPECT_FALSE(skip_status.ok()); + EXPECT_NE(skip_status.to_string().find("skip is not implemented"), std::string::npos); + EXPECT_FALSE(unsupported_reader.load_nested_batch(1).ok()); + int64_t values_read = 0; + EXPECT_FALSE(unsupported_reader.build_nested_column(1, mutable_column, &values_read).ok()); + + NestedSkipReader nested_reader; + auto nested_status = nested_reader.skip_nested_column(3); + ASSERT_TRUE(nested_status.ok()) << nested_status; +} + +TEST_F(ParquetColumnReaderTest, ScalarReadCoversRequiredNullableAllNullAndMultipleBatches) { + read_and_validate(find_field_idx("int32_col")); + read_and_validate(find_field_idx("string_col")); + read_and_validate(find_field_idx("nullable_int_col")); + read_and_validate(find_field_idx("all_null_int_col")); + + auto reader = create_reader(find_field_idx("int32_col")); + auto column = reader->type()->create_column(); + int64_t rows_read = 0; + ASSERT_TRUE(reader->read(2, column, &rows_read).ok()); + ASSERT_EQ(rows_read, 2); + ASSERT_TRUE(reader->read(3, column, &rows_read).ok()); + ASSERT_EQ(rows_read, 3); + const auto& values = assert_cast(*column); + ASSERT_EQ(values.size(), ROW_COUNT); + EXPECT_EQ(values.get_element(0), 10); + EXPECT_EQ(values.get_element(1), 20); + EXPECT_EQ(values.get_element(2), 30); + EXPECT_EQ(values.get_element(4), 50); +} + +TEST_F(ParquetColumnReaderTest, ScalarSkipCoversZeroSomeAllAndNulls) { + auto reader = create_reader(find_field_idx("int32_col")); + ASSERT_TRUE(reader->skip(0).ok()); + auto column = reader->type()->create_column(); + int64_t rows_read = 0; + ASSERT_TRUE(reader->read(1, column, &rows_read).ok()); + ASSERT_EQ(rows_read, 1); + const auto& first_value = assert_cast(*column); + EXPECT_EQ(first_value.get_element(0), 10); + + reader = create_reader(find_field_idx("int32_col")); + ASSERT_TRUE(reader->skip(2).ok()); + column = reader->type()->create_column(); + ASSERT_TRUE(reader->read(2, column, &rows_read).ok()); + ASSERT_EQ(rows_read, 2); + const auto& skipped_values = assert_cast(*column); + EXPECT_EQ(skipped_values.get_element(0), 30); + EXPECT_EQ(skipped_values.get_element(1), 40); + + reader = create_reader(find_field_idx("int32_col")); + ASSERT_TRUE(reader->skip(ROW_COUNT).ok()); + column = reader->type()->create_column(); + ASSERT_TRUE(reader->read(1, column, &rows_read).ok()); + EXPECT_EQ(rows_read, 0); + EXPECT_EQ(column->size(), 0); + + reader = create_reader(find_field_idx("nullable_int_col")); + ASSERT_TRUE(reader->skip(1).ok()); + column = reader->type()->create_column(); + ASSERT_TRUE(reader->read(2, column, &rows_read).ok()); + ASSERT_EQ(rows_read, 2); + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 2); + EXPECT_TRUE(nullable_column.is_null_at(0)); + EXPECT_FALSE(nullable_column.is_null_at(1)); +} + +TEST_F(ParquetColumnReaderTest, ScalarSelectCoversAllDisjointSingleZeroThenReadAndNulls) { + auto reader = create_reader(find_field_idx("int32_col")); + SelectionVector all_selected(ROW_COUNT); + auto column = reader->type()->create_column(); + ASSERT_TRUE(reader->select(all_selected, ROW_COUNT, ROW_COUNT, column).ok()); + const auto& all_values = assert_cast(*column); + ASSERT_EQ(all_values.size(), ROW_COUNT); + EXPECT_EQ(all_values.get_element(0), 10); + EXPECT_EQ(all_values.get_element(4), 50); + + reader = create_reader(find_field_idx("int32_col")); + std::array disjoint = {0, 2, 4}; + SelectionVector disjoint_selection(disjoint.data(), disjoint.size()); + column = reader->type()->create_column(); + ASSERT_TRUE(reader->select(disjoint_selection, disjoint.size(), ROW_COUNT, column).ok()); + const auto& disjoint_values = assert_cast(*column); + ASSERT_EQ(disjoint_values.size(), 3); + EXPECT_EQ(disjoint_values.get_element(0), 10); + EXPECT_EQ(disjoint_values.get_element(1), 30); + EXPECT_EQ(disjoint_values.get_element(2), 50); + + reader = create_reader(find_field_idx("int32_col")); + std::array single = {2}; + SelectionVector single_selection(single.data(), single.size()); + column = reader->type()->create_column(); + ASSERT_TRUE(reader->select(single_selection, single.size(), ROW_COUNT, column).ok()); + const auto& single_value = assert_cast(*column); + ASSERT_EQ(single_value.size(), 1); + EXPECT_EQ(single_value.get_element(0), 30); + + reader = create_reader(find_field_idx("int32_col")); + std::array first_last = {0, 4}; + SelectionVector first_last_selection(first_last.data(), first_last.size()); + column = reader->type()->create_column(); + ASSERT_TRUE(reader->select(first_last_selection, first_last.size(), ROW_COUNT, column).ok()); + const auto& first_last_values = assert_cast(*column); + ASSERT_EQ(first_last_values.size(), 2); + EXPECT_EQ(first_last_values.get_element(0), 10); + EXPECT_EQ(first_last_values.get_element(1), 50); + + reader = create_reader(find_field_idx("int32_col")); + SelectionVector empty_selection; + column = reader->type()->create_column(); + ASSERT_TRUE(reader->select(empty_selection, 0, 2, column).ok()); + ASSERT_EQ(column->size(), 0); + int64_t rows_read = 0; + ASSERT_TRUE(reader->read(1, column, &rows_read).ok()); + ASSERT_EQ(rows_read, 1); + const auto& after_empty_select = assert_cast(*column); + ASSERT_EQ(after_empty_select.size(), 1); + EXPECT_EQ(after_empty_select.get_element(0), 30); + + reader = create_reader(find_field_idx("nullable_int_col")); + std::array nullable_rows = {0, 1, 2}; + SelectionVector nullable_selection(nullable_rows.data(), nullable_rows.size()); + column = reader->type()->create_column(); + ASSERT_TRUE(reader->select(nullable_selection, nullable_rows.size(), ROW_COUNT, column).ok()); + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 3); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); +} + +TEST_F(ParquetColumnReaderTest, FactoryRejectsInvalidScalarInputsAndNestedScalarProjection) { + ParquetColumnReaderFactory factory(_row_group, _file_reader->metadata()->num_columns()); + std::unique_ptr reader; + + const auto& int_schema = *_fields[find_field_idx("int32_col")]; + ParquetColumnSchema invalid_leaf; + invalid_leaf.kind = ParquetColumnSchemaKind::PRIMITIVE; + invalid_leaf.name = "invalid_leaf"; + invalid_leaf.type = int_schema.type; + invalid_leaf.type_descriptor = int_schema.type_descriptor; + invalid_leaf.descriptor = int_schema.descriptor; + invalid_leaf.leaf_column_id = _file_reader->metadata()->num_columns(); + auto status = factory.create(invalid_leaf, &reader); + EXPECT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("Invalid parquet leaf column id"), std::string::npos); + + ParquetColumnSchema null_descriptor; + null_descriptor.kind = ParquetColumnSchemaKind::PRIMITIVE; + null_descriptor.name = "null_descriptor"; + null_descriptor.type = int_schema.type; + null_descriptor.type_descriptor = int_schema.type_descriptor; + null_descriptor.leaf_column_id = int_schema.leaf_column_id; + status = factory.create(null_descriptor, &reader); + EXPECT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("descriptor is null"), std::string::npos); + + const auto& list_element_schema = + *_fields[find_field_idx("nullable_list_int_col")]->children[0]; + status = factory.create(list_element_schema, &reader); + EXPECT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("flat primitive columns"), std::string::npos); + + const auto& list_schema = *_fields[find_field_idx("nullable_list_int_col")]; + format::LocalColumnIndex projection = + format::LocalColumnIndex::partial_local(list_schema.local_id); + format::LocalColumnIndex element_projection = + format::LocalColumnIndex::partial_local(list_element_schema.local_id); + projection.children.push_back(std::move(element_projection)); + status = factory.create(list_schema, &projection, &reader); + EXPECT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("scalar projection is invalid"), std::string::npos); +} + +TEST_F(ParquetColumnReaderTest, FactoryRejectsInvalidComplexProjections) { + ParquetColumnReaderFactory factory(_row_group, _file_reader->metadata()->num_columns()); + std::unique_ptr reader; + + const auto& struct_schema = *_fields[find_field_idx("struct_col")]; + format::LocalColumnIndex struct_empty = + format::LocalColumnIndex::partial_local(struct_schema.local_id); + auto status = factory.create(struct_schema, &struct_empty, &reader); + EXPECT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("contains no children"), std::string::npos); + + format::LocalColumnIndex struct_invalid = + format::LocalColumnIndex::partial_local(struct_schema.local_id); + struct_invalid.children.push_back(format::LocalColumnIndex::local(9999)); + status = factory.create(struct_schema, &struct_invalid, &reader); + EXPECT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("contains invalid child"), std::string::npos); + + const auto& list_schema = *_fields[find_field_idx("nullable_list_int_col")]; + format::LocalColumnIndex list_empty = + format::LocalColumnIndex::partial_local(list_schema.local_id); + status = factory.create(list_schema, &list_empty, &reader); + EXPECT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("contains no element"), std::string::npos); + + const auto& map_schema = *_fields[find_field_idx("nullable_map_int_struct_col")]; + const auto& value_schema = *map_schema.children[1]; + format::LocalColumnIndex map_invalid = + format::LocalColumnIndex::partial_local(map_schema.local_id); + map_invalid.children.push_back(format::LocalColumnIndex::local(value_schema.local_id)); + map_invalid.children.push_back(format::LocalColumnIndex::local(9999)); + status = factory.create(map_schema, &map_invalid, &reader); + EXPECT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("contains invalid child"), std::string::npos); +} + +TEST_F(ParquetColumnReaderTest, ReadSupportedComplexTypes) { + read_and_validate(find_field_idx("struct_col")); + read_and_validate(find_field_idx("nullable_struct_col")); + read_and_validate(find_field_idx("nullable_struct_decimal_col")); + read_and_validate(find_field_idx("list_int_col")); + read_and_validate(find_field_idx("nullable_list_int_col")); + read_and_validate(find_field_idx("required_nullable_list_int_col")); + read_and_validate(find_field_idx("nullable_list_struct_col")); + read_and_validate(find_field_idx("nullable_list_list_int_col")); + read_and_validate(find_field_idx("map_int_string_col")); + read_and_validate(find_field_idx("nullable_map_int_string_col")); + read_and_validate(find_field_idx("required_nullable_map_int_string_col")); + read_and_validate(find_field_idx("nullable_map_int_struct_col")); + read_and_validate(find_field_idx("nullable_map_int_list_col")); + read_and_validate(find_field_idx("nullable_list_map_int_string_col")); + read_and_validate(find_field_idx("nullable_map_int_map_int_string_col")); + read_and_validate(find_field_idx("nullable_list_struct_map_list_col")); + read_and_validate(find_field_idx("nullable_map_int_list_map_int_string_col")); +} + +TEST_F(ParquetColumnReaderTest, SkipThenRead) { + auto reader = create_reader(find_field_idx("int32_col")); + auto st = reader->skip(2); + ASSERT_TRUE(st.ok()) << st; + + MutableColumnPtr column = reader->type()->create_column(); + int64_t rows_read = 0; + st = reader->read(2, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 2); + + const auto& int_values = assert_cast(*column); + ASSERT_EQ(int_values.size(), 2); + EXPECT_EQ(int_values.get_element(0), 30); + EXPECT_EQ(int_values.get_element(1), 40); +} + +TEST_F(ParquetColumnReaderTest, SelectReadsOnlySelectedRanges) { + auto reader = create_reader(find_field_idx("int32_col")); + SelectionVector selection(3); + selection.set_index(0, 0); + selection.set_index(1, 2); + selection.set_index(2, 4); + + MutableColumnPtr column = reader->type()->create_column(); + auto st = reader->select(selection, 3, ROW_COUNT, column); + ASSERT_TRUE(st.ok()) << st; + + const auto& int_values = assert_cast(*column); + ASSERT_EQ(int_values.size(), 3); + EXPECT_EQ(int_values.get_element(0), 10); + EXPECT_EQ(int_values.get_element(1), 30); + EXPECT_EQ(int_values.get_element(2), 50); +} + +TEST_F(ParquetColumnReaderTest, ReadProjectedStructChildren) { + const auto field_idx = find_field_idx("struct_col"); + ASSERT_LT(field_idx, _fields.size()); + const auto& struct_schema = *_fields[field_idx]; + ASSERT_EQ(struct_schema.name, "struct_col"); + ASSERT_EQ(struct_schema.children.size(), 2); + + format::LocalColumnIndex projection; + projection.index = struct_schema.local_id; + projection.project_all_children = false; + format::LocalColumnIndex child_projection; + child_projection.index = struct_schema.children[1]->local_id; + projection.children.push_back(std::move(child_projection)); + + ParquetColumnReaderFactory factory(_row_group, _file_reader->metadata()->num_columns()); + std::unique_ptr reader; + auto st = factory.create(struct_schema, &projection, &reader); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(remove_nullable(reader->type())->get_primitive_type(), TYPE_STRUCT); + const auto* projected_type = + assert_cast(remove_nullable(reader->type()).get()); + ASSERT_EQ(projected_type->get_elements().size(), 1); + EXPECT_EQ(projected_type->get_element_name(0), "b"); + + MutableColumnPtr column = reader->type()->create_column(); + int64_t rows_read = 0; + st = reader->read(ROW_COUNT, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, ROW_COUNT); + const auto& struct_column = assert_cast(*column); + ASSERT_EQ(struct_column.get_columns().size(), 1); + const auto& values = get_nullable_nested_column(struct_column.get_column(0)); + EXPECT_EQ(values.get_data_at(0).to_string(), "sa"); + EXPECT_EQ(values.get_data_at(4).to_string(), "se"); +} + +TEST_F(ParquetColumnReaderTest, ReadProjectedNullableStructChildren) { + const auto field_idx = find_field_idx("nullable_struct_col"); + ASSERT_LT(field_idx, _fields.size()); + const auto& struct_schema = *_fields[field_idx]; + ASSERT_EQ(struct_schema.name, "nullable_struct_col"); + ASSERT_EQ(struct_schema.children.size(), 2); + + format::LocalColumnIndex projection; + projection.index = struct_schema.local_id; + projection.project_all_children = false; + format::LocalColumnIndex child_projection; + child_projection.index = struct_schema.children[1]->local_id; + projection.children.push_back(std::move(child_projection)); + + ParquetColumnReaderFactory factory(_row_group, _file_reader->metadata()->num_columns()); + std::unique_ptr reader; + auto st = factory.create(struct_schema, &projection, &reader); + ASSERT_TRUE(st.ok()) << st; + ASSERT_TRUE(reader->type()->is_nullable()); + ASSERT_EQ(remove_nullable(reader->type())->get_primitive_type(), TYPE_STRUCT); + const auto* projected_type = + assert_cast(remove_nullable(reader->type()).get()); + ASSERT_EQ(projected_type->get_elements().size(), 1); + EXPECT_EQ(projected_type->get_element_name(0), "b"); + + MutableColumnPtr column = reader->type()->create_column(); + int64_t rows_read = 0; + st = reader->read(ROW_COUNT, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, ROW_COUNT); + const auto& nullable_column = assert_cast(*column); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + EXPECT_TRUE(nullable_column.is_null_at(4)); + const auto& struct_column = + assert_cast(nullable_column.get_nested_column()); + ASSERT_EQ(struct_column.get_columns().size(), 1); + const auto& values = assert_cast(struct_column.get_column(0)); + const auto& nested_values = assert_cast(values.get_nested_column()); + EXPECT_FALSE(values.is_null_at(0)); + EXPECT_TRUE(values.is_null_at(2)); + EXPECT_FALSE(values.is_null_at(3)); + EXPECT_EQ(nested_values.get_data_at(0).to_string(), "nsa"); + EXPECT_EQ(nested_values.get_data_at(3).to_string(), "nsd"); +} + +TEST_F(ParquetColumnReaderTest, ReadProjectedListStructElementChildren) { + const auto field_idx = find_field_idx("nullable_list_struct_col"); + ASSERT_LT(field_idx, _fields.size()); + const auto& list_schema = *_fields[field_idx]; + ASSERT_EQ(list_schema.name, "nullable_list_struct_col"); + ASSERT_EQ(list_schema.children.size(), 1); + const auto& element_schema = *list_schema.children[0]; + ASSERT_EQ(element_schema.children.size(), 2); + + format::LocalColumnIndex projection; + projection.index = list_schema.local_id; + projection.project_all_children = false; + format::LocalColumnIndex element_projection; + element_projection.index = element_schema.local_id; + element_projection.project_all_children = false; + format::LocalColumnIndex child_projection; + child_projection.index = element_schema.children[1]->local_id; + element_projection.children.push_back(std::move(child_projection)); + projection.children.push_back(std::move(element_projection)); + + ParquetColumnReaderFactory factory(_row_group, _file_reader->metadata()->num_columns()); + std::unique_ptr reader; + auto st = factory.create(list_schema, &projection, &reader); + ASSERT_TRUE(st.ok()) << st; + ASSERT_TRUE(reader->type()->is_nullable()); + const auto* array_type = + assert_cast(remove_nullable(reader->type()).get()); + const auto* element_type = assert_cast( + remove_nullable(array_type->get_nested_type()).get()); + ASSERT_EQ(element_type->get_elements().size(), 1); + EXPECT_EQ(element_type->get_element_name(0), "b"); + + MutableColumnPtr column = reader->type()->create_column(); + int64_t rows_read = 0; + st = reader->read(ROW_COUNT, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, ROW_COUNT); + + const auto& nullable_column = assert_cast(*column); + const auto& array_column = assert_cast(nullable_column.get_nested_column()); + const auto& elements = assert_cast(array_column.get_data()); + const auto& struct_column = assert_cast(elements.get_nested_column()); + ASSERT_EQ(struct_column.get_columns().size(), 1); + const auto& b_values = assert_cast(struct_column.get_column(0)); + const auto& b_data = assert_cast(b_values.get_nested_column()); + ASSERT_EQ(elements.size(), 5); + EXPECT_EQ(b_data.get_data_at(0).to_string(), "la"); + EXPECT_TRUE(b_values.is_null_at(1)); + EXPECT_TRUE(elements.is_null_at(2)); + EXPECT_EQ(b_data.get_data_at(3).to_string(), "ld"); + EXPECT_EQ(b_data.get_data_at(4).to_string(), "le"); +} + +TEST_F(ParquetColumnReaderTest, ReadProjectedMapStructValueChildren) { + const auto field_idx = find_field_idx("nullable_map_int_struct_col"); + ASSERT_LT(field_idx, _fields.size()); + const auto& map_schema = *_fields[field_idx]; + ASSERT_EQ(map_schema.name, "nullable_map_int_struct_col"); + ASSERT_EQ(map_schema.children.size(), 2); + const auto& value_schema = *map_schema.children[1]; + ASSERT_EQ(value_schema.children.size(), 2); + + format::LocalColumnIndex projection; + projection.index = map_schema.local_id; + projection.project_all_children = false; + format::LocalColumnIndex value_projection; + value_projection.index = value_schema.local_id; + value_projection.project_all_children = false; + format::LocalColumnIndex child_projection; + child_projection.index = value_schema.children[1]->local_id; + value_projection.children.push_back(std::move(child_projection)); + projection.children.push_back(std::move(value_projection)); + + ParquetColumnReaderFactory factory(_row_group, _file_reader->metadata()->num_columns()); + std::unique_ptr reader; + auto st = factory.create(map_schema, &projection, &reader); + ASSERT_TRUE(st.ok()) << st; + ASSERT_TRUE(reader->type()->is_nullable()); + const auto* map_type = assert_cast(remove_nullable(reader->type()).get()); + EXPECT_EQ(remove_nullable(map_type->get_key_type())->get_primitive_type(), TYPE_INT); + const auto* value_type = + assert_cast(remove_nullable(map_type->get_value_type()).get()); + ASSERT_EQ(value_type->get_elements().size(), 1); + EXPECT_EQ(value_type->get_element_name(0), "b"); + + MutableColumnPtr column = reader->type()->create_column(); + int64_t rows_read = 0; + st = reader->read(ROW_COUNT, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, ROW_COUNT); + + const auto& nullable_column = assert_cast(*column); + const auto& map_column = assert_cast(nullable_column.get_nested_column()); + const auto& keys = get_nullable_nested_column(map_column.get_keys()); + const auto& values = assert_cast(map_column.get_values()); + const auto& struct_column = assert_cast(values.get_nested_column()); + ASSERT_EQ(struct_column.get_columns().size(), 1); + const auto& b_values = assert_cast(struct_column.get_column(0)); + const auto& b_data = assert_cast(b_values.get_nested_column()); + ASSERT_EQ(keys.size(), 4); + ASSERT_EQ(values.size(), 4); + EXPECT_EQ(keys.get_element(0), 101); + EXPECT_EQ(keys.get_element(1), 102); + EXPECT_EQ(keys.get_element(3), 104); + EXPECT_EQ(b_data.get_data_at(0).to_string(), "ma"); + EXPECT_TRUE(b_values.is_null_at(1)); + EXPECT_TRUE(values.is_null_at(2)); + EXPECT_EQ(b_data.get_data_at(3).to_string(), "me"); +} + +TEST_F(ParquetColumnReaderTest, AllowsMapKeyWithValueProjection) { + const auto field_idx = find_field_idx("nullable_map_int_struct_col"); + ASSERT_LT(field_idx, _fields.size()); + const auto& map_schema = *_fields[field_idx]; + ASSERT_EQ(map_schema.children.size(), 2); + const auto& key_schema = *map_schema.children[0]; + const auto& value_schema = *map_schema.children[1]; + + auto projection = format::LocalColumnIndex::partial_local(map_schema.local_id); + projection.children.push_back(format::LocalColumnIndex::local(key_schema.local_id)); + projection.children.push_back(format::LocalColumnIndex::local(value_schema.local_id)); + + ParquetColumnReaderFactory factory(_row_group, _file_reader->metadata()->num_columns()); + std::unique_ptr reader; + const auto st = factory.create(map_schema, &projection, &reader); + ASSERT_TRUE(st.ok()) << st; + ASSERT_NE(reader, nullptr); +} + +TEST_F(ParquetColumnReaderTest, RejectMapKeyOnlyProjection) { + const auto field_idx = find_field_idx("nullable_map_int_struct_col"); + ASSERT_LT(field_idx, _fields.size()); + const auto& map_schema = *_fields[field_idx]; + ASSERT_EQ(map_schema.children.size(), 2); + const auto& key_schema = *map_schema.children[0]; + + auto projection = format::LocalColumnIndex::partial_local(map_schema.local_id); + projection.children.push_back(format::LocalColumnIndex::local(key_schema.local_id)); + + ParquetColumnReaderFactory factory(_row_group, _file_reader->metadata()->num_columns()); + std::unique_ptr reader; + const auto st = factory.create(map_schema, &projection, &reader); + ASSERT_FALSE(st.ok()); + EXPECT_NE(st.to_string().find("contains no value"), std::string::npos); +} + +TEST_F(ParquetColumnReaderTest, ReadProjectedStructListChildOnly) { + const auto field_idx = find_field_idx("nullable_struct_list_col"); + ASSERT_LT(field_idx, _fields.size()); + const auto& struct_schema = *_fields[field_idx]; + ASSERT_EQ(struct_schema.name, "nullable_struct_list_col"); + ASSERT_EQ(struct_schema.children.size(), 2); + + auto reader = create_projected_child_reader(field_idx, 1); + ASSERT_NE(reader, nullptr); + ASSERT_TRUE(reader->type()->is_nullable()); + const auto* projected_type = + assert_cast(remove_nullable(reader->type()).get()); + ASSERT_EQ(projected_type->get_elements().size(), 1); + EXPECT_EQ(projected_type->get_element_name(0), "xs"); + + MutableColumnPtr column = reader->type()->create_column(); + int64_t rows_read = 0; + auto st = reader->read(2, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 2); + st = reader->read(3, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 3); + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), ROW_COUNT); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + EXPECT_FALSE(nullable_column.is_null_at(4)); + const auto& struct_column = + assert_cast(nullable_column.get_nested_column()); + ASSERT_EQ(struct_column.get_columns().size(), 1); + const auto& xs_nullable = assert_cast(struct_column.get_column(0)); + ASSERT_EQ(xs_nullable.size(), ROW_COUNT); + EXPECT_FALSE(xs_nullable.is_null_at(0)); + EXPECT_FALSE(xs_nullable.is_null_at(2)); + EXPECT_TRUE(xs_nullable.is_null_at(3)); + EXPECT_FALSE(xs_nullable.is_null_at(4)); + const auto& xs_array = assert_cast(xs_nullable.get_nested_column()); + const auto& offsets = xs_array.get_offsets(); + ASSERT_EQ(offsets.size(), ROW_COUNT); + EXPECT_EQ(offsets[0], 2); + EXPECT_EQ(offsets[1], 2); + EXPECT_EQ(offsets[2], 2); + EXPECT_EQ(offsets[3], 2); + EXPECT_EQ(offsets[4], 4); + const auto& elements = assert_cast(xs_array.get_data()); + const auto& values = assert_cast(elements.get_nested_column()); + ASSERT_EQ(elements.size(), 4); + EXPECT_EQ(values.get_element(0), 1); + EXPECT_EQ(values.get_element(1), 2); + EXPECT_TRUE(elements.is_null_at(2)); + EXPECT_EQ(values.get_element(3), 5); +} + +TEST_F(ParquetColumnReaderTest, SkipProjectedStructListChildOnlyThenRead) { + const auto field_idx = find_field_idx("nullable_struct_list_col"); + auto reader = create_projected_child_reader(field_idx, 1); + ASSERT_NE(reader, nullptr); + auto st = reader->skip(1); + ASSERT_TRUE(st.ok()) << st; + + MutableColumnPtr column = reader->type()->create_column(); + int64_t rows_read = 0; + st = reader->read(3, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 3); + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 3); + EXPECT_TRUE(nullable_column.is_null_at(0)); + EXPECT_FALSE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + const auto& struct_column = + assert_cast(nullable_column.get_nested_column()); + ASSERT_EQ(struct_column.get_columns().size(), 1); + const auto& xs_nullable = assert_cast(struct_column.get_column(0)); + ASSERT_EQ(xs_nullable.size(), 3); + EXPECT_FALSE(xs_nullable.is_null_at(1)); + EXPECT_TRUE(xs_nullable.is_null_at(2)); + const auto& xs_array = assert_cast(xs_nullable.get_nested_column()); + const auto& offsets = xs_array.get_offsets(); + ASSERT_EQ(offsets.size(), 3); + EXPECT_EQ(offsets[0], 0); + EXPECT_EQ(offsets[1], 0); + EXPECT_EQ(offsets[2], 0); +} + +TEST_F(ParquetColumnReaderTest, SelectProjectedStructListChildOnly) { + const auto field_idx = find_field_idx("nullable_struct_list_col"); + auto reader = create_projected_child_reader(field_idx, 1); + ASSERT_NE(reader, nullptr); + SelectionVector selection(3); + selection.set_index(0, 0); + selection.set_index(1, 3); + selection.set_index(2, 4); + + MutableColumnPtr column = reader->type()->create_column(); + auto st = reader->select(selection, 3, ROW_COUNT, column); + ASSERT_TRUE(st.ok()) << st; + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 3); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_FALSE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + const auto& struct_column = + assert_cast(nullable_column.get_nested_column()); + ASSERT_EQ(struct_column.get_columns().size(), 1); + const auto& xs_nullable = assert_cast(struct_column.get_column(0)); + ASSERT_EQ(xs_nullable.size(), 3); + EXPECT_FALSE(xs_nullable.is_null_at(0)); + EXPECT_TRUE(xs_nullable.is_null_at(1)); + EXPECT_FALSE(xs_nullable.is_null_at(2)); + const auto& xs_array = assert_cast(xs_nullable.get_nested_column()); + const auto& offsets = xs_array.get_offsets(); + ASSERT_EQ(offsets.size(), 3); + EXPECT_EQ(offsets[0], 2); + EXPECT_EQ(offsets[1], 2); + EXPECT_EQ(offsets[2], 4); +} + +TEST_F(ParquetColumnReaderTest, ReadProjectedStructMapChildOnly) { + const auto field_idx = find_field_idx("nullable_struct_map_col"); + ASSERT_LT(field_idx, _fields.size()); + const auto& struct_schema = *_fields[field_idx]; + ASSERT_EQ(struct_schema.name, "nullable_struct_map_col"); + ASSERT_EQ(struct_schema.children.size(), 2); + + auto reader = create_projected_child_reader(field_idx, 1); + ASSERT_NE(reader, nullptr); + ASSERT_TRUE(reader->type()->is_nullable()); + const auto* projected_type = + assert_cast(remove_nullable(reader->type()).get()); + ASSERT_EQ(projected_type->get_elements().size(), 1); + EXPECT_EQ(projected_type->get_element_name(0), "kv"); + + MutableColumnPtr column = reader->type()->create_column(); + int64_t rows_read = 0; + auto st = reader->read(2, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 2); + st = reader->read(3, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 3); + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), ROW_COUNT); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + EXPECT_FALSE(nullable_column.is_null_at(4)); + const auto& struct_column = + assert_cast(nullable_column.get_nested_column()); + ASSERT_EQ(struct_column.get_columns().size(), 1); + const auto& kv_nullable = assert_cast(struct_column.get_column(0)); + ASSERT_EQ(kv_nullable.size(), ROW_COUNT); + EXPECT_FALSE(kv_nullable.is_null_at(0)); + EXPECT_FALSE(kv_nullable.is_null_at(2)); + EXPECT_TRUE(kv_nullable.is_null_at(3)); + EXPECT_FALSE(kv_nullable.is_null_at(4)); + const auto& kv_map = assert_cast(kv_nullable.get_nested_column()); + const auto& offsets = kv_map.get_offsets(); + ASSERT_EQ(offsets.size(), ROW_COUNT); + EXPECT_EQ(offsets[0], 2); + EXPECT_EQ(offsets[1], 2); + EXPECT_EQ(offsets[2], 2); + EXPECT_EQ(offsets[3], 2); + EXPECT_EQ(offsets[4], 3); + const auto& keys = get_nullable_nested_column(kv_map.get_keys()); + const auto& values = assert_cast(kv_map.get_values()); + const auto& value_data = assert_cast(values.get_nested_column()); + ASSERT_EQ(keys.size(), 3); + EXPECT_EQ(keys.get_element(0), 1); + EXPECT_EQ(keys.get_element(1), 2); + EXPECT_EQ(keys.get_element(2), 5); + EXPECT_EQ(value_data.get_data_at(0).to_string(), "one"); + EXPECT_TRUE(values.is_null_at(1)); + EXPECT_EQ(value_data.get_data_at(2).to_string(), "five"); +} + +TEST_F(ParquetColumnReaderTest, NullableStructUsesListChildAsShapeSource) { + const auto field_idx = find_field_idx("nullable_struct_list_col"); + auto reader = create_projected_child_reader(field_idx, 1); + ASSERT_NE(reader, nullptr); + + MutableColumnPtr column = reader->type()->create_column(); + int64_t rows_read = 0; + auto st = reader->read(ROW_COUNT, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, ROW_COUNT); + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), ROW_COUNT); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + EXPECT_FALSE(nullable_column.is_null_at(4)); +} + +TEST_F(ParquetColumnReaderTest, NullableStructUsesMapChildAsShapeSource) { + const auto field_idx = find_field_idx("nullable_struct_map_col"); + auto reader = create_projected_child_reader(field_idx, 1); + ASSERT_NE(reader, nullptr); + + MutableColumnPtr column = reader->type()->create_column(); + int64_t rows_read = 0; + auto st = reader->read(ROW_COUNT, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, ROW_COUNT); + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), ROW_COUNT); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + EXPECT_FALSE(nullable_column.is_null_at(4)); +} + +TEST_F(ParquetColumnReaderTest, NullableStructUsesNestedStructComplexChildAsShapeSource) { + const auto field_idx = find_field_idx("nullable_struct_nested_struct_list_col"); + auto reader = create_projected_grandchild_reader(field_idx, 0, 0); + ASSERT_NE(reader, nullptr); + + MutableColumnPtr column = reader->type()->create_column(); + int64_t rows_read = 0; + auto st = reader->read(ROW_COUNT, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, ROW_COUNT); + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), ROW_COUNT); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + EXPECT_FALSE(nullable_column.is_null_at(4)); + + const auto& struct_column = + assert_cast(nullable_column.get_nested_column()); + const auto& nested_nullable = assert_cast(struct_column.get_column(0)); + EXPECT_FALSE(nested_nullable.is_null_at(0)); + EXPECT_TRUE(nested_nullable.is_null_at(2)); + EXPECT_FALSE(nested_nullable.is_null_at(3)); + EXPECT_FALSE(nested_nullable.is_null_at(4)); +} + +TEST_F(ParquetColumnReaderTest, SkipProjectedStructMapChildOnlyThenRead) { + const auto field_idx = find_field_idx("nullable_struct_map_col"); + auto reader = create_projected_child_reader(field_idx, 1); + ASSERT_NE(reader, nullptr); + auto st = reader->skip(1); + ASSERT_TRUE(st.ok()) << st; + + MutableColumnPtr column = reader->type()->create_column(); + int64_t rows_read = 0; + st = reader->read(3, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 3); + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 3); + EXPECT_TRUE(nullable_column.is_null_at(0)); + EXPECT_FALSE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + const auto& struct_column = + assert_cast(nullable_column.get_nested_column()); + ASSERT_EQ(struct_column.get_columns().size(), 1); + const auto& kv_nullable = assert_cast(struct_column.get_column(0)); + ASSERT_EQ(kv_nullable.size(), 3); + EXPECT_FALSE(kv_nullable.is_null_at(1)); + EXPECT_TRUE(kv_nullable.is_null_at(2)); + const auto& kv_map = assert_cast(kv_nullable.get_nested_column()); + const auto& offsets = kv_map.get_offsets(); + ASSERT_EQ(offsets.size(), 3); + EXPECT_EQ(offsets[0], 0); + EXPECT_EQ(offsets[1], 0); + EXPECT_EQ(offsets[2], 0); +} + +TEST_F(ParquetColumnReaderTest, SelectProjectedStructMapChildOnly) { + const auto field_idx = find_field_idx("nullable_struct_map_col"); + auto reader = create_projected_child_reader(field_idx, 1); + ASSERT_NE(reader, nullptr); + SelectionVector selection(3); + selection.set_index(0, 0); + selection.set_index(1, 3); + selection.set_index(2, 4); + + MutableColumnPtr column = reader->type()->create_column(); + auto st = reader->select(selection, 3, ROW_COUNT, column); + ASSERT_TRUE(st.ok()) << st; + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 3); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_FALSE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + const auto& struct_column = + assert_cast(nullable_column.get_nested_column()); + ASSERT_EQ(struct_column.get_columns().size(), 1); + const auto& kv_nullable = assert_cast(struct_column.get_column(0)); + ASSERT_EQ(kv_nullable.size(), 3); + EXPECT_FALSE(kv_nullable.is_null_at(0)); + EXPECT_TRUE(kv_nullable.is_null_at(1)); + EXPECT_FALSE(kv_nullable.is_null_at(2)); + const auto& kv_map = assert_cast(kv_nullable.get_nested_column()); + const auto& offsets = kv_map.get_offsets(); + ASSERT_EQ(offsets.size(), 3); + EXPECT_EQ(offsets[0], 2); + EXPECT_EQ(offsets[1], 2); + EXPECT_EQ(offsets[2], 3); + const auto& keys = get_nullable_nested_column(kv_map.get_keys()); + ASSERT_EQ(keys.size(), 3); + EXPECT_EQ(keys.get_element(0), 1); + EXPECT_EQ(keys.get_element(1), 2); + EXPECT_EQ(keys.get_element(2), 5); +} + +TEST_F(ParquetColumnReaderTest, ReadListWithOverflowAcrossChunks) { + const auto field_idx = find_field_idx("nullable_list_int_col"); + auto reader = create_reader(field_idx); + MutableColumnPtr column = reader->type()->create_column(); + + int64_t rows_read = 0; + auto st = reader->read(2, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 2); + st = reader->read(3, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 3); + + _expected_by_field[field_idx](*_fields[field_idx], *column); +} + +TEST_F(ParquetColumnReaderTest, SkipListWithOverflowThenRead) { + const auto field_idx = find_field_idx("nullable_list_int_col"); + auto reader = create_reader(field_idx); + auto st = reader->skip(1); + ASSERT_TRUE(st.ok()) << st; + + MutableColumnPtr column = reader->type()->create_column(); + int64_t rows_read = 0; + st = reader->read(3, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 3); + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 3); + EXPECT_TRUE(nullable_column.is_null_at(0)); + const auto& array_column = assert_cast(nullable_column.get_nested_column()); + const auto& offsets = array_column.get_offsets(); + ASSERT_EQ(offsets.size(), 3); + EXPECT_EQ(offsets[0], 0); + EXPECT_EQ(offsets[1], 0); + EXPECT_EQ(offsets[2], 2); +} + +TEST_F(ParquetColumnReaderTest, SelectListWithOverflow) { + const auto field_idx = find_field_idx("nullable_list_int_col"); + auto reader = create_reader(field_idx); + SelectionVector selection(3); + selection.set_index(0, 0); + selection.set_index(1, 3); + selection.set_index(2, 4); + + MutableColumnPtr column = reader->type()->create_column(); + auto st = reader->select(selection, 3, ROW_COUNT, column); + ASSERT_TRUE(st.ok()) << st; + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 3); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_FALSE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + const auto& array_column = assert_cast(nullable_column.get_nested_column()); + const auto& offsets = array_column.get_offsets(); + ASSERT_EQ(offsets.size(), 3); + EXPECT_EQ(offsets[0], 2); + EXPECT_EQ(offsets[1], 4); + EXPECT_EQ(offsets[2], 5); +} + +TEST_F(ParquetColumnReaderTest, ReadStructListWithOverflowAcrossChunks) { + const auto field_idx = find_field_idx("nullable_struct_list_col"); + auto reader = create_reader(field_idx); + MutableColumnPtr column = reader->type()->create_column(); + + int64_t rows_read = 0; + auto st = reader->read(2, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 2); + st = reader->read(3, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 3); + + _expected_by_field[field_idx](*_fields[field_idx], *column); +} + +TEST_F(ParquetColumnReaderTest, SkipStructListWithOverflowThenRead) { + const auto field_idx = find_field_idx("nullable_struct_list_col"); + auto reader = create_reader(field_idx); + auto st = reader->skip(1); + ASSERT_TRUE(st.ok()) << st; + + MutableColumnPtr column = reader->type()->create_column(); + int64_t rows_read = 0; + st = reader->read(3, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 3); + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 3); + EXPECT_TRUE(nullable_column.is_null_at(0)); + EXPECT_FALSE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + const auto& struct_column = + assert_cast(nullable_column.get_nested_column()); + const auto& xs_nullable = assert_cast(struct_column.get_column(1)); + ASSERT_EQ(xs_nullable.size(), 3); + EXPECT_FALSE(xs_nullable.is_null_at(1)); + EXPECT_TRUE(xs_nullable.is_null_at(2)); + const auto& xs_array = assert_cast(xs_nullable.get_nested_column()); + const auto& offsets = xs_array.get_offsets(); + ASSERT_EQ(offsets.size(), 3); + EXPECT_EQ(offsets[0], 0); + EXPECT_EQ(offsets[1], 0); + EXPECT_EQ(offsets[2], 0); +} + +TEST_F(ParquetColumnReaderTest, SelectStructListWithOverflow) { + const auto field_idx = find_field_idx("nullable_struct_list_col"); + auto reader = create_reader(field_idx); + SelectionVector selection(3); + selection.set_index(0, 0); + selection.set_index(1, 3); + selection.set_index(2, 4); + + MutableColumnPtr column = reader->type()->create_column(); + auto st = reader->select(selection, 3, ROW_COUNT, column); + ASSERT_TRUE(st.ok()) << st; + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 3); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_FALSE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + const auto& struct_column = + assert_cast(nullable_column.get_nested_column()); + const auto& a_values = get_nullable_nested_column(struct_column.get_column(0)); + EXPECT_EQ(a_values.get_element(0), 301); + EXPECT_EQ(a_values.get_element(1), 304); + EXPECT_EQ(a_values.get_element(2), 305); + const auto& xs_nullable = assert_cast(struct_column.get_column(1)); + ASSERT_EQ(xs_nullable.size(), 3); + EXPECT_FALSE(xs_nullable.is_null_at(0)); + EXPECT_TRUE(xs_nullable.is_null_at(1)); + EXPECT_FALSE(xs_nullable.is_null_at(2)); + const auto& xs_array = assert_cast(xs_nullable.get_nested_column()); + const auto& offsets = xs_array.get_offsets(); + ASSERT_EQ(offsets.size(), 3); + EXPECT_EQ(offsets[0], 2); + EXPECT_EQ(offsets[1], 2); + EXPECT_EQ(offsets[2], 4); +} + +TEST_F(ParquetColumnReaderTest, ReadStructMapWithOverflowAcrossChunks) { + const auto field_idx = find_field_idx("nullable_struct_map_col"); + auto reader = create_reader(field_idx); + MutableColumnPtr column = reader->type()->create_column(); + + int64_t rows_read = 0; + auto st = reader->read(2, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 2); + st = reader->read(3, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 3); + + _expected_by_field[field_idx](*_fields[field_idx], *column); +} + +TEST_F(ParquetColumnReaderTest, SkipStructMapWithOverflowThenRead) { + const auto field_idx = find_field_idx("nullable_struct_map_col"); + auto reader = create_reader(field_idx); + auto st = reader->skip(1); + ASSERT_TRUE(st.ok()) << st; + + MutableColumnPtr column = reader->type()->create_column(); + int64_t rows_read = 0; + st = reader->read(3, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 3); + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 3); + EXPECT_TRUE(nullable_column.is_null_at(0)); + EXPECT_FALSE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + const auto& struct_column = + assert_cast(nullable_column.get_nested_column()); + const auto& kv_nullable = assert_cast(struct_column.get_column(1)); + ASSERT_EQ(kv_nullable.size(), 3); + EXPECT_FALSE(kv_nullable.is_null_at(1)); + EXPECT_TRUE(kv_nullable.is_null_at(2)); + const auto& kv_map = assert_cast(kv_nullable.get_nested_column()); + const auto& offsets = kv_map.get_offsets(); + ASSERT_EQ(offsets.size(), 3); + EXPECT_EQ(offsets[0], 0); + EXPECT_EQ(offsets[1], 0); + EXPECT_EQ(offsets[2], 0); +} + +TEST_F(ParquetColumnReaderTest, SelectStructMapWithOverflow) { + const auto field_idx = find_field_idx("nullable_struct_map_col"); + auto reader = create_reader(field_idx); + SelectionVector selection(3); + selection.set_index(0, 0); + selection.set_index(1, 3); + selection.set_index(2, 4); + + MutableColumnPtr column = reader->type()->create_column(); + auto st = reader->select(selection, 3, ROW_COUNT, column); + ASSERT_TRUE(st.ok()) << st; + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 3); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_FALSE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + const auto& struct_column = + assert_cast(nullable_column.get_nested_column()); + const auto& a_values = get_nullable_nested_column(struct_column.get_column(0)); + EXPECT_EQ(a_values.get_element(0), 401); + EXPECT_EQ(a_values.get_element(1), 404); + EXPECT_EQ(a_values.get_element(2), 405); + const auto& kv_nullable = assert_cast(struct_column.get_column(1)); + ASSERT_EQ(kv_nullable.size(), 3); + EXPECT_FALSE(kv_nullable.is_null_at(0)); + EXPECT_TRUE(kv_nullable.is_null_at(1)); + EXPECT_FALSE(kv_nullable.is_null_at(2)); + const auto& kv_map = assert_cast(kv_nullable.get_nested_column()); + const auto& offsets = kv_map.get_offsets(); + ASSERT_EQ(offsets.size(), 3); + EXPECT_EQ(offsets[0], 2); + EXPECT_EQ(offsets[1], 2); + EXPECT_EQ(offsets[2], 3); + const auto& keys = get_nullable_nested_column(kv_map.get_keys()); + const auto& values = assert_cast(kv_map.get_values()); + const auto& value_data = assert_cast(values.get_nested_column()); + ASSERT_EQ(keys.size(), 3); + EXPECT_EQ(keys.get_element(0), 1); + EXPECT_EQ(keys.get_element(1), 2); + EXPECT_EQ(keys.get_element(2), 5); + EXPECT_EQ(value_data.get_data_at(0).to_string(), "one"); + EXPECT_TRUE(values.is_null_at(1)); + EXPECT_EQ(value_data.get_data_at(2).to_string(), "five"); +} + +TEST_F(ParquetColumnReaderTest, ReadListStructWithOverflowAcrossChunks) { + const auto field_idx = find_field_idx("nullable_list_struct_col"); + auto reader = create_reader(field_idx); + MutableColumnPtr column = reader->type()->create_column(); + + int64_t rows_read = 0; + auto st = reader->read(2, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 2); + st = reader->read(3, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 3); + + _expected_by_field[field_idx](*_fields[field_idx], *column); +} + +TEST_F(ParquetColumnReaderTest, SkipListStructWithOverflowThenRead) { + const auto field_idx = find_field_idx("nullable_list_struct_col"); + auto reader = create_reader(field_idx); + auto st = reader->skip(1); + ASSERT_TRUE(st.ok()) << st; + + MutableColumnPtr column = reader->type()->create_column(); + int64_t rows_read = 0; + st = reader->read(3, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 3); + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 3); + EXPECT_TRUE(nullable_column.is_null_at(0)); + const auto& array_column = assert_cast(nullable_column.get_nested_column()); + const auto& offsets = array_column.get_offsets(); + ASSERT_EQ(offsets.size(), 3); + EXPECT_EQ(offsets[0], 0); + EXPECT_EQ(offsets[1], 0); + EXPECT_EQ(offsets[2], 2); +} + +TEST_F(ParquetColumnReaderTest, SelectListStructWithOverflow) { + const auto field_idx = find_field_idx("nullable_list_struct_col"); + auto reader = create_reader(field_idx); + SelectionVector selection(3); + selection.set_index(0, 0); + selection.set_index(1, 3); + selection.set_index(2, 4); + + MutableColumnPtr column = reader->type()->create_column(); + auto st = reader->select(selection, 3, ROW_COUNT, column); + ASSERT_TRUE(st.ok()) << st; + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 3); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_FALSE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + const auto& array_column = assert_cast(nullable_column.get_nested_column()); + const auto& offsets = array_column.get_offsets(); + ASSERT_EQ(offsets.size(), 3); + EXPECT_EQ(offsets[0], 2); + EXPECT_EQ(offsets[1], 4); + EXPECT_EQ(offsets[2], 5); +} + +TEST_F(ParquetColumnReaderTest, ReadListListWithOverflowAcrossChunks) { + const auto field_idx = find_field_idx("nullable_list_list_int_col"); + auto reader = create_reader(field_idx); + MutableColumnPtr column = reader->type()->create_column(); + + int64_t rows_read = 0; + auto st = reader->read(2, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 2); + st = reader->read(3, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 3); + + _expected_by_field[field_idx](*_fields[field_idx], *column); +} + +TEST_F(ParquetColumnReaderTest, SkipListListWithOverflowThenRead) { + const auto field_idx = find_field_idx("nullable_list_list_int_col"); + auto reader = create_reader(field_idx); + auto st = reader->skip(1); + ASSERT_TRUE(st.ok()) << st; + + MutableColumnPtr column = reader->type()->create_column(); + int64_t rows_read = 0; + st = reader->read(3, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 3); + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 3); + EXPECT_TRUE(nullable_column.is_null_at(0)); + const auto& outer_array = assert_cast(nullable_column.get_nested_column()); + const auto& outer_offsets = outer_array.get_offsets(); + ASSERT_EQ(outer_offsets.size(), 3); + EXPECT_EQ(outer_offsets[0], 0); + EXPECT_EQ(outer_offsets[1], 0); + EXPECT_EQ(outer_offsets[2], 1); + + const auto& inner_nullable = assert_cast(outer_array.get_data()); + ASSERT_EQ(inner_nullable.size(), 1); + EXPECT_FALSE(inner_nullable.is_null_at(0)); + const auto& inner_array = assert_cast(inner_nullable.get_nested_column()); + const auto& inner_offsets = inner_array.get_offsets(); + ASSERT_EQ(inner_offsets.size(), 1); + EXPECT_EQ(inner_offsets[0], 1); +} + +TEST_F(ParquetColumnReaderTest, SelectListListWithOverflow) { + const auto field_idx = find_field_idx("nullable_list_list_int_col"); + auto reader = create_reader(field_idx); + SelectionVector selection(3); + selection.set_index(0, 0); + selection.set_index(1, 3); + selection.set_index(2, 4); + + MutableColumnPtr column = reader->type()->create_column(); + auto st = reader->select(selection, 3, ROW_COUNT, column); + ASSERT_TRUE(st.ok()) << st; + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 3); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_FALSE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + const auto& outer_array = assert_cast(nullable_column.get_nested_column()); + const auto& outer_offsets = outer_array.get_offsets(); + ASSERT_EQ(outer_offsets.size(), 3); + EXPECT_EQ(outer_offsets[0], 4); + EXPECT_EQ(outer_offsets[1], 5); + EXPECT_EQ(outer_offsets[2], 7); + + const auto& inner_nullable = assert_cast(outer_array.get_data()); + ASSERT_EQ(inner_nullable.size(), 7); + EXPECT_TRUE(inner_nullable.is_null_at(2)); + const auto& inner_array = assert_cast(inner_nullable.get_nested_column()); + const auto& inner_offsets = inner_array.get_offsets(); + ASSERT_EQ(inner_offsets.size(), 7); + EXPECT_EQ(inner_offsets[0], 2); + EXPECT_EQ(inner_offsets[3], 4); + EXPECT_EQ(inner_offsets[4], 5); + EXPECT_EQ(inner_offsets[6], 7); +} + +TEST_F(ParquetColumnReaderTest, ReadMapWithOverflowAcrossChunks) { + const auto field_idx = find_field_idx("nullable_map_int_string_col"); + auto reader = create_reader(field_idx); + MutableColumnPtr column = reader->type()->create_column(); + + int64_t rows_read = 0; + auto st = reader->read(2, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 2); + st = reader->read(3, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 3); + + _expected_by_field[field_idx](*_fields[field_idx], *column); +} + +TEST_F(ParquetColumnReaderTest, SkipMapWithOverflowThenRead) { + const auto field_idx = find_field_idx("nullable_map_int_string_col"); + auto reader = create_reader(field_idx); + auto st = reader->skip(1); + ASSERT_TRUE(st.ok()) << st; + + MutableColumnPtr column = reader->type()->create_column(); + int64_t rows_read = 0; + st = reader->read(3, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 3); + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 3); + EXPECT_TRUE(nullable_column.is_null_at(0)); + const auto& map_column = assert_cast(nullable_column.get_nested_column()); + const auto& offsets = map_column.get_offsets(); + ASSERT_EQ(offsets.size(), 3); + EXPECT_EQ(offsets[0], 0); + EXPECT_EQ(offsets[1], 0); + EXPECT_EQ(offsets[2], 1); +} + +TEST_F(ParquetColumnReaderTest, SelectMapWithOverflow) { + const auto field_idx = find_field_idx("nullable_map_int_string_col"); + auto reader = create_reader(field_idx); + SelectionVector selection(3); + selection.set_index(0, 0); + selection.set_index(1, 3); + selection.set_index(2, 4); + + MutableColumnPtr column = reader->type()->create_column(); + auto st = reader->select(selection, 3, ROW_COUNT, column); + ASSERT_TRUE(st.ok()) << st; + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 3); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_FALSE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + const auto& map_column = assert_cast(nullable_column.get_nested_column()); + const auto& offsets = map_column.get_offsets(); + ASSERT_EQ(offsets.size(), 3); + EXPECT_EQ(offsets[0], 2); + EXPECT_EQ(offsets[1], 3); + EXPECT_EQ(offsets[2], 4); +} + +TEST_F(ParquetColumnReaderTest, ReadMapStructWithOverflowAcrossChunks) { + const auto field_idx = find_field_idx("nullable_map_int_struct_col"); + auto reader = create_reader(field_idx); + MutableColumnPtr column = reader->type()->create_column(); + + int64_t rows_read = 0; + auto st = reader->read(2, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 2); + st = reader->read(3, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 3); + + _expected_by_field[field_idx](*_fields[field_idx], *column); +} + +TEST_F(ParquetColumnReaderTest, SkipMapStructWithOverflowThenRead) { + const auto field_idx = find_field_idx("nullable_map_int_struct_col"); + auto reader = create_reader(field_idx); + auto st = reader->skip(1); + ASSERT_TRUE(st.ok()) << st; + + MutableColumnPtr column = reader->type()->create_column(); + int64_t rows_read = 0; + st = reader->read(3, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 3); + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 3); + EXPECT_TRUE(nullable_column.is_null_at(0)); + const auto& map_column = assert_cast(nullable_column.get_nested_column()); + const auto& offsets = map_column.get_offsets(); + ASSERT_EQ(offsets.size(), 3); + EXPECT_EQ(offsets[0], 0); + EXPECT_EQ(offsets[1], 0); + EXPECT_EQ(offsets[2], 1); +} + +TEST_F(ParquetColumnReaderTest, SelectMapStructWithOverflow) { + const auto field_idx = find_field_idx("nullable_map_int_struct_col"); + auto reader = create_reader(field_idx); + SelectionVector selection(3); + selection.set_index(0, 0); + selection.set_index(1, 3); + selection.set_index(2, 4); + + MutableColumnPtr column = reader->type()->create_column(); + auto st = reader->select(selection, 3, ROW_COUNT, column); + ASSERT_TRUE(st.ok()) << st; + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 3); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_FALSE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + const auto& map_column = assert_cast(nullable_column.get_nested_column()); + const auto& offsets = map_column.get_offsets(); + ASSERT_EQ(offsets.size(), 3); + EXPECT_EQ(offsets[0], 2); + EXPECT_EQ(offsets[1], 3); + EXPECT_EQ(offsets[2], 4); +} + +TEST_F(ParquetColumnReaderTest, ReadMapListWithOverflowAcrossChunks) { + const auto field_idx = find_field_idx("nullable_map_int_list_col"); + auto reader = create_reader(field_idx); + MutableColumnPtr column = reader->type()->create_column(); + + int64_t rows_read = 0; + auto st = reader->read(2, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 2); + st = reader->read(3, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 3); + + _expected_by_field[field_idx](*_fields[field_idx], *column); +} + +TEST_F(ParquetColumnReaderTest, SkipMapListWithOverflowThenRead) { + const auto field_idx = find_field_idx("nullable_map_int_list_col"); + auto reader = create_reader(field_idx); + auto st = reader->skip(1); + ASSERT_TRUE(st.ok()) << st; + + MutableColumnPtr column = reader->type()->create_column(); + int64_t rows_read = 0; + st = reader->read(3, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 3); + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 3); + EXPECT_TRUE(nullable_column.is_null_at(0)); + const auto& map_column = assert_cast(nullable_column.get_nested_column()); + const auto& map_offsets = map_column.get_offsets(); + ASSERT_EQ(map_offsets.size(), 3); + EXPECT_EQ(map_offsets[0], 0); + EXPECT_EQ(map_offsets[1], 0); + EXPECT_EQ(map_offsets[2], 2); + + const auto& values = assert_cast(map_column.get_values()); + ASSERT_EQ(values.size(), 2); + EXPECT_TRUE(values.is_null_at(0)); + EXPECT_FALSE(values.is_null_at(1)); + const auto& list_column = assert_cast(values.get_nested_column()); + const auto& list_offsets = list_column.get_offsets(); + ASSERT_EQ(list_offsets.size(), 2); + EXPECT_EQ(list_offsets[0], 0); + EXPECT_EQ(list_offsets[1], 2); +} + +TEST_F(ParquetColumnReaderTest, SelectMapListWithOverflow) { + const auto field_idx = find_field_idx("nullable_map_int_list_col"); + auto reader = create_reader(field_idx); + SelectionVector selection(3); + selection.set_index(0, 0); + selection.set_index(1, 3); + selection.set_index(2, 4); + + MutableColumnPtr column = reader->type()->create_column(); + auto st = reader->select(selection, 3, ROW_COUNT, column); + ASSERT_TRUE(st.ok()) << st; + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 3); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_FALSE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + const auto& map_column = assert_cast(nullable_column.get_nested_column()); + const auto& map_offsets = map_column.get_offsets(); + ASSERT_EQ(map_offsets.size(), 3); + EXPECT_EQ(map_offsets[0], 2); + EXPECT_EQ(map_offsets[1], 4); + EXPECT_EQ(map_offsets[2], 5); + + const auto& values = assert_cast(map_column.get_values()); + ASSERT_EQ(values.size(), 5); + EXPECT_FALSE(values.is_null_at(0)); + EXPECT_TRUE(values.is_null_at(2)); + EXPECT_FALSE(values.is_null_at(4)); + const auto& list_column = assert_cast(values.get_nested_column()); + const auto& list_offsets = list_column.get_offsets(); + ASSERT_EQ(list_offsets.size(), 5); + EXPECT_EQ(list_offsets[0], 2); + EXPECT_EQ(list_offsets[1], 2); + EXPECT_EQ(list_offsets[2], 2); + EXPECT_EQ(list_offsets[3], 4); + EXPECT_EQ(list_offsets[4], 5); +} + +TEST_F(ParquetColumnReaderTest, ReadDeepListStructMapListAcrossChunks) { + const auto field_idx = find_field_idx("nullable_list_struct_map_list_col"); + auto reader = create_reader(field_idx); + MutableColumnPtr column = reader->type()->create_column(); + + int64_t rows_read = 0; + auto st = reader->read(1, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 1); + st = reader->read(2, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 2); + st = reader->read(2, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 2); + + _expected_by_field[field_idx](*_fields[field_idx], *column); +} + +TEST_F(ParquetColumnReaderTest, SkipDeepListStructMapListThenRead) { + const auto field_idx = find_field_idx("nullable_list_struct_map_list_col"); + auto reader = create_reader(field_idx); + auto st = reader->skip(1); + ASSERT_TRUE(st.ok()) << st; + + MutableColumnPtr column = reader->type()->create_column(); + int64_t rows_read = 0; + st = reader->read(4, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 4); + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 4); + EXPECT_TRUE(nullable_column.is_null_at(0)); + EXPECT_FALSE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + + const auto& outer_array = assert_cast(nullable_column.get_nested_column()); + const auto& outer_offsets = outer_array.get_offsets(); + ASSERT_EQ(outer_offsets.size(), 4); + EXPECT_EQ(outer_offsets[0], 0); + EXPECT_EQ(outer_offsets[1], 0); + EXPECT_EQ(outer_offsets[2], 2); + EXPECT_EQ(outer_offsets[3], 3); + + const auto& struct_values = assert_cast(outer_array.get_data()); + ASSERT_EQ(struct_values.size(), 3); + EXPECT_FALSE(struct_values.is_null_at(0)); + EXPECT_FALSE(struct_values.is_null_at(1)); + EXPECT_FALSE(struct_values.is_null_at(2)); + const auto& struct_column = assert_cast(struct_values.get_nested_column()); + const auto& map_values = assert_cast(struct_column.get_column(0)); + ASSERT_EQ(map_values.size(), 3); + EXPECT_TRUE(map_values.is_null_at(0)); + EXPECT_FALSE(map_values.is_null_at(1)); + EXPECT_FALSE(map_values.is_null_at(2)); + + const auto& map_column = assert_cast(map_values.get_nested_column()); + const auto& map_offsets = map_column.get_offsets(); + ASSERT_EQ(map_offsets.size(), 3); + EXPECT_EQ(map_offsets[0], 0); + EXPECT_EQ(map_offsets[1], 0); + EXPECT_EQ(map_offsets[2], 2); + const auto& keys = get_nullable_nested_column(map_column.get_keys()); + ASSERT_EQ(keys.size(), 2); + EXPECT_EQ(keys.get_element(0), 3); + EXPECT_EQ(keys.get_element(1), 4); + const auto& lists = assert_cast(map_column.get_values()); + ASSERT_EQ(lists.size(), 2); + EXPECT_TRUE(lists.is_null_at(0)); + EXPECT_FALSE(lists.is_null_at(1)); + const auto& list_column = assert_cast(lists.get_nested_column()); + const auto& list_offsets = list_column.get_offsets(); + ASSERT_EQ(list_offsets.size(), 2); + EXPECT_EQ(list_offsets[0], 0); + EXPECT_EQ(list_offsets[1], 1); +} + +TEST_F(ParquetColumnReaderTest, SelectDeepListStructMapList) { + const auto field_idx = find_field_idx("nullable_list_struct_map_list_col"); + auto reader = create_reader(field_idx); + SelectionVector selection(3); + selection.set_index(0, 0); + selection.set_index(1, 3); + selection.set_index(2, 4); + + MutableColumnPtr column = reader->type()->create_column(); + auto st = reader->select(selection, 3, ROW_COUNT, column); + ASSERT_TRUE(st.ok()) << st; + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 3); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_FALSE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + const auto& outer_array = assert_cast(nullable_column.get_nested_column()); + const auto& outer_offsets = outer_array.get_offsets(); + ASSERT_EQ(outer_offsets.size(), 3); + EXPECT_EQ(outer_offsets[0], 2); + EXPECT_EQ(outer_offsets[1], 4); + EXPECT_EQ(outer_offsets[2], 5); + + const auto& struct_values = assert_cast(outer_array.get_data()); + ASSERT_EQ(struct_values.size(), 5); + EXPECT_FALSE(struct_values.is_null_at(0)); + EXPECT_TRUE(struct_values.is_null_at(1)); + EXPECT_FALSE(struct_values.is_null_at(2)); + EXPECT_FALSE(struct_values.is_null_at(3)); + EXPECT_FALSE(struct_values.is_null_at(4)); + const auto& struct_column = assert_cast(struct_values.get_nested_column()); + const auto& map_values = assert_cast(struct_column.get_column(0)); + ASSERT_EQ(map_values.size(), 5); + EXPECT_FALSE(map_values.is_null_at(0)); + EXPECT_TRUE(map_values.is_null_at(1)); + EXPECT_TRUE(map_values.is_null_at(2)); + EXPECT_FALSE(map_values.is_null_at(3)); + EXPECT_FALSE(map_values.is_null_at(4)); + const auto& map_column = assert_cast(map_values.get_nested_column()); + const auto& map_offsets = map_column.get_offsets(); + ASSERT_EQ(map_offsets.size(), 5); + EXPECT_EQ(map_offsets[0], 2); + EXPECT_EQ(map_offsets[1], 2); + EXPECT_EQ(map_offsets[2], 2); + EXPECT_EQ(map_offsets[3], 2); + EXPECT_EQ(map_offsets[4], 4); +} + +TEST_F(ParquetColumnReaderTest, ReadDeepMapListMapAcrossChunks) { + const auto field_idx = find_field_idx("nullable_map_int_list_map_int_string_col"); + auto reader = create_reader(field_idx); + MutableColumnPtr column = reader->type()->create_column(); + + int64_t rows_read = 0; + auto st = reader->read(1, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 1); + st = reader->read(2, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 2); + st = reader->read(2, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 2); + + _expected_by_field[field_idx](*_fields[field_idx], *column); +} + +TEST_F(ParquetColumnReaderTest, SkipDeepMapListMapThenRead) { + const auto field_idx = find_field_idx("nullable_map_int_list_map_int_string_col"); + auto reader = create_reader(field_idx); + auto st = reader->skip(1); + ASSERT_TRUE(st.ok()) << st; + + MutableColumnPtr column = reader->type()->create_column(); + int64_t rows_read = 0; + st = reader->read(4, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, 4); + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 4); + EXPECT_TRUE(nullable_column.is_null_at(0)); + EXPECT_FALSE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + const auto& outer_map = assert_cast(nullable_column.get_nested_column()); + const auto& outer_offsets = outer_map.get_offsets(); + ASSERT_EQ(outer_offsets.size(), 4); + EXPECT_EQ(outer_offsets[0], 0); + EXPECT_EQ(outer_offsets[1], 0); + EXPECT_EQ(outer_offsets[2], 2); + EXPECT_EQ(outer_offsets[3], 3); + const auto& outer_keys = get_nullable_nested_column(outer_map.get_keys()); + ASSERT_EQ(outer_keys.size(), 3); + EXPECT_EQ(outer_keys.get_element(0), 30); + EXPECT_EQ(outer_keys.get_element(1), 40); + EXPECT_EQ(outer_keys.get_element(2), 50); + + const auto& lists = assert_cast(outer_map.get_values()); + ASSERT_EQ(lists.size(), 3); + EXPECT_TRUE(lists.is_null_at(0)); + EXPECT_FALSE(lists.is_null_at(1)); + EXPECT_FALSE(lists.is_null_at(2)); + const auto& list_column = assert_cast(lists.get_nested_column()); + const auto& list_offsets = list_column.get_offsets(); + ASSERT_EQ(list_offsets.size(), 3); + EXPECT_EQ(list_offsets[0], 0); + EXPECT_EQ(list_offsets[1], 1); + EXPECT_EQ(list_offsets[2], 3); + const auto& inner_maps = assert_cast(list_column.get_data()); + ASSERT_EQ(inner_maps.size(), 3); + EXPECT_FALSE(inner_maps.is_null_at(0)); + EXPECT_TRUE(inner_maps.is_null_at(1)); + EXPECT_FALSE(inner_maps.is_null_at(2)); +} + +TEST_F(ParquetColumnReaderTest, SelectDeepMapListMap) { + const auto field_idx = find_field_idx("nullable_map_int_list_map_int_string_col"); + auto reader = create_reader(field_idx); + SelectionVector selection(3); + selection.set_index(0, 0); + selection.set_index(1, 3); + selection.set_index(2, 4); + + MutableColumnPtr column = reader->type()->create_column(); + auto st = reader->select(selection, 3, ROW_COUNT, column); + ASSERT_TRUE(st.ok()) << st; + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 3); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_FALSE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + const auto& outer_map = assert_cast(nullable_column.get_nested_column()); + const auto& outer_offsets = outer_map.get_offsets(); + ASSERT_EQ(outer_offsets.size(), 3); + EXPECT_EQ(outer_offsets[0], 2); + EXPECT_EQ(outer_offsets[1], 4); + EXPECT_EQ(outer_offsets[2], 5); + const auto& outer_keys = get_nullable_nested_column(outer_map.get_keys()); + ASSERT_EQ(outer_keys.size(), 5); + EXPECT_EQ(outer_keys.get_element(0), 10); + EXPECT_EQ(outer_keys.get_element(1), 20); + EXPECT_EQ(outer_keys.get_element(2), 30); + EXPECT_EQ(outer_keys.get_element(3), 40); + EXPECT_EQ(outer_keys.get_element(4), 50); + + const auto& lists = assert_cast(outer_map.get_values()); + ASSERT_EQ(lists.size(), 5); + EXPECT_FALSE(lists.is_null_at(0)); + EXPECT_FALSE(lists.is_null_at(1)); + EXPECT_TRUE(lists.is_null_at(2)); + EXPECT_FALSE(lists.is_null_at(3)); + EXPECT_FALSE(lists.is_null_at(4)); + const auto& list_column = assert_cast(lists.get_nested_column()); + const auto& list_offsets = list_column.get_offsets(); + ASSERT_EQ(list_offsets.size(), 5); + EXPECT_EQ(list_offsets[0], 3); + EXPECT_EQ(list_offsets[1], 3); + EXPECT_EQ(list_offsets[2], 3); + EXPECT_EQ(list_offsets[3], 4); + EXPECT_EQ(list_offsets[4], 6); +} + +} // namespace +} // namespace doris::format::parquet diff --git a/be/test/format_v2/parquet/parquet_leaf_reader_test.cpp b/be/test/format_v2/parquet/parquet_leaf_reader_test.cpp new file mode 100644 index 00000000000000..0d0f9a2f8567cc --- /dev/null +++ b/be/test/format_v2/parquet/parquet_leaf_reader_test.cpp @@ -0,0 +1,506 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/parquet/reader/parquet_leaf_reader.h" + +#include +#include +#include +#include + +#include +#include +#include +#include +#include +#include + +#include "core/assert_cast.h" +#include "core/column/column_nullable.h" +#include "core/column/column_string.h" +#include "core/column/column_vector.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" + +namespace doris::format::parquet { +namespace { + +std::shared_ptr fixed_binary_array(const std::vector& values, + int byte_width) { + auto type = arrow::fixed_size_binary(byte_width); + arrow::FixedSizeBinaryBuilder builder(type, arrow::default_memory_pool()); + for (const auto& value : values) { + EXPECT_TRUE(builder.Append(reinterpret_cast(value.data())).ok()); + } + std::shared_ptr array; + EXPECT_TRUE(builder.Finish(&array).ok()); + return array; +} + +ParquetLeafReader make_leaf_reader(ParquetTypeDescriptor descriptor, DataTypePtr type) { + return ParquetLeafReader(nullptr, descriptor, std::move(type), "leaf", nullptr); +} + +struct CapturedDecodedView { + DecodedValueKind value_kind = DecodedValueKind::INT32; + DecodedTimeUnit time_unit = DecodedTimeUnit::UNKNOWN; + int64_t row_count = 0; + int decimal_precision = -1; + int decimal_scale = -1; + int fixed_length = -1; + bool timestamp_is_adjusted_to_utc = false; + bool enable_strict_mode = false; + const cctz::time_zone* timezone = nullptr; + bool null_map_is_null = true; + std::vector null_map; + std::vector fixed_values; + std::vector binary_values; + std::vector owned_binary_values; +}; + +ParquetLeafReader make_spy_leaf_reader(ParquetTypeDescriptor descriptor, DataTypePtr type, + CapturedDecodedView* captured, + const cctz::time_zone* timezone = nullptr, + bool enable_strict_mode = false) { + auto appender = [captured](MutableColumnPtr&, const DecodedColumnView& view) { + captured->value_kind = view.value_kind; + captured->time_unit = view.time_unit; + captured->row_count = view.row_count; + captured->decimal_precision = view.decimal_precision; + captured->decimal_scale = view.decimal_scale; + captured->fixed_length = view.fixed_length; + captured->timestamp_is_adjusted_to_utc = view.timestamp_is_adjusted_to_utc; + captured->enable_strict_mode = view.enable_strict_mode; + captured->timezone = view.timezone; + captured->null_map_is_null = view.null_map == nullptr; + captured->null_map.clear(); + if (view.null_map != nullptr) { + captured->null_map.assign(view.null_map, view.null_map + view.row_count); + } + captured->fixed_values.clear(); + if (view.values != nullptr && view.value_kind == DecodedValueKind::INT64) { + captured->fixed_values.assign(view.values, view.values + view.row_count * 8); + } else if (view.values != nullptr && view.value_kind == DecodedValueKind::FLOAT) { + captured->fixed_values.assign(view.values, view.values + view.row_count * 4); + } else if (view.values != nullptr && view.value_kind == DecodedValueKind::INT32) { + captured->fixed_values.assign(view.values, view.values + view.row_count * 4); + } + captured->binary_values.clear(); + captured->owned_binary_values.clear(); + if (view.binary_values != nullptr) { + captured->owned_binary_values.reserve(view.binary_values->size()); + for (const auto& value : *view.binary_values) { + captured->owned_binary_values.emplace_back( + value.data == nullptr ? std::string() + : std::string(value.data, value.size)); + } + captured->binary_values.reserve(captured->owned_binary_values.size()); + for (const auto& value : captured->owned_binary_values) { + captured->binary_values.emplace_back(value.data(), value.size()); + } + } + return Status::OK(); + }; + return ParquetLeafReader(nullptr, descriptor, std::move(type), "leaf", nullptr, {}, timezone, + enable_strict_mode, std::move(appender)); +} + +} // namespace + +struct ParquetLeafReaderTestAccess { + static ParquetLeafBatch make_fixed_batch(const std::vector& def_levels, + const std::vector& rep_levels, + const std::vector& values, + bool read_dense_for_nullable = false) { + ParquetLeafBatch batch; + batch._value_kind = DecodedValueKind::INT32; + batch._consumed_level_count = static_cast(def_levels.size()); + batch._decoded_level_count = static_cast(def_levels.size()); + batch._values_written = static_cast(values.size()); + batch._def_levels = def_levels.data(); + batch._rep_levels = rep_levels.data(); + batch._fixed_values = reinterpret_cast(values.data()); + batch._read_dense_for_nullable = read_dense_for_nullable; + return batch; + } + + static Status build_nested_batch(const ParquetLeafReader& reader, + const ParquetLeafBatch& leaf_batch, int64_t records_read, + int16_t value_slot_definition_level, + int16_t value_slot_repetition_level, + ParquetNestedScalarBatch* nested_batch) { + return reader.build_nested_batch_from_leaf_batch(leaf_batch, records_read, + value_slot_definition_level, nested_batch, + value_slot_repetition_level); + } +}; + +std::shared_ptr<::parquet::ColumnDescriptor> int32_column_descriptor(int16_t max_definition_level, + int16_t max_repetition_level) { + auto node = ::parquet::schema::PrimitiveNode::Make("leaf", ::parquet::Repetition::OPTIONAL, + ::parquet::Type::INT32); + return std::make_shared<::parquet::ColumnDescriptor>(node, max_definition_level, + max_repetition_level); +} + +ParquetLeafReader make_nested_leaf_reader( + const std::shared_ptr<::parquet::ColumnDescriptor>& descriptor, DataTypePtr type) { + ParquetTypeDescriptor type_descriptor; + type_descriptor.physical_type = ::parquet::Type::INT32; + type_descriptor.doris_type = type; + return ParquetLeafReader(descriptor.get(), type_descriptor, std::move(type), "nested_leaf", + nullptr); +} + +TEST(ParquetLeafReaderTest, DenseNullableFixedValuesAreSpacedBeforeSerde) { + ParquetTypeDescriptor descriptor; + descriptor.physical_type = ::parquet::Type::INT32; + auto type = make_nullable(std::make_shared()); + auto reader = make_leaf_reader(descriptor, type); + + const std::vector compact_values = {10, 30, 50}; + ParquetLeafBatch batch; + batch._value_kind = DecodedValueKind::INT32; + batch._fixed_values = reinterpret_cast(compact_values.data()); + batch._values_written = compact_values.size(); + batch._read_dense_for_nullable = true; + + const NullMap null_map = {0, 1, 0, 1, 0}; + auto column = type->create_column(); + auto status = reader.append_values(batch, 5, &null_map, column); + ASSERT_TRUE(status.ok()) << status; + + const auto& nullable = assert_cast(*column); + ASSERT_EQ(nullable.size(), 5); + EXPECT_FALSE(nullable.is_null_at(0)); + EXPECT_TRUE(nullable.is_null_at(1)); + EXPECT_FALSE(nullable.is_null_at(2)); + EXPECT_TRUE(nullable.is_null_at(3)); + EXPECT_FALSE(nullable.is_null_at(4)); + const auto& nested = assert_cast(nullable.get_nested_column()); + EXPECT_EQ(nested.get_element(0), 10); + EXPECT_EQ(nested.get_element(2), 30); + EXPECT_EQ(nested.get_element(4), 50); +} + +TEST(ParquetLeafReaderTest, DenseNullableFixedValuesRejectCountMismatch) { + ParquetTypeDescriptor descriptor; + descriptor.physical_type = ::parquet::Type::INT32; + auto type = make_nullable(std::make_shared()); + auto reader = make_leaf_reader(descriptor, type); + + const std::vector compact_values = {10, 30}; + ParquetLeafBatch batch; + batch._value_kind = DecodedValueKind::INT32; + batch._fixed_values = reinterpret_cast(compact_values.data()); + batch._values_written = compact_values.size(); + batch._read_dense_for_nullable = true; + + const NullMap null_map = {0, 1, 0, 1, 0}; + auto column = type->create_column(); + auto status = reader.append_values(batch, 5, &null_map, column); + EXPECT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("Invalid dense nullable parquet values"), std::string::npos); +} + +TEST(ParquetLeafReaderTest, Float16BinaryValuesAreConvertedToFloat) { + ParquetTypeDescriptor descriptor; + descriptor.physical_type = ::parquet::Type::FIXED_LEN_BYTE_ARRAY; + descriptor.extra_type_info = ParquetExtraTypeInfo::FLOAT16; + descriptor.fixed_length = 2; + auto type = std::make_shared(); + auto reader = make_leaf_reader(descriptor, type); + + auto half = [](uint16_t value) { + std::string bytes(sizeof(value), '\0'); + memcpy(bytes.data(), &value, sizeof(value)); + return bytes; + }; + + ParquetLeafBatch batch; + batch._value_kind = DecodedValueKind::FIXED_BINARY; + batch._binary_chunks = {fixed_binary_array( + {half(0x0000), half(0x8000), half(0x3E00), half(0x0001), half(0x7E00)}, 2)}; + batch._values_written = 5; + + auto column = type->create_column(); + auto status = reader.append_values(batch, 5, nullptr, column); + ASSERT_TRUE(status.ok()) << status; + + const auto& floats = assert_cast(*column); + ASSERT_EQ(floats.size(), 5); + EXPECT_FLOAT_EQ(floats.get_element(0), 0.0F); + EXPECT_TRUE(std::signbit(floats.get_element(1))); + EXPECT_FLOAT_EQ(floats.get_element(2), 1.5F); + EXPECT_NEAR(floats.get_element(3), 5.9604645e-8F, 1e-12F); + EXPECT_TRUE(std::isnan(floats.get_element(4))); +} + +TEST(ParquetLeafReaderTest, BinaryDenseNullableValuesAreSpacedWithNullRefs) { + ParquetTypeDescriptor descriptor; + descriptor.physical_type = ::parquet::Type::BYTE_ARRAY; + auto type = make_nullable(std::make_shared()); + auto reader = make_leaf_reader(descriptor, type); + + arrow::BinaryBuilder builder; + ASSERT_TRUE(builder.Append("aa").ok()); + ASSERT_TRUE(builder.Append("cc").ok()); + ASSERT_TRUE(builder.Append("ee").ok()); + std::shared_ptr array; + ASSERT_TRUE(builder.Finish(&array).ok()); + + ParquetLeafBatch batch; + batch._value_kind = DecodedValueKind::BINARY; + batch._binary_chunks = {array}; + batch._values_written = 3; + batch._read_dense_for_nullable = true; + + const NullMap null_map = {0, 1, 0, 1, 0}; + auto column = type->create_column(); + auto status = reader.append_values(batch, 5, &null_map, column); + ASSERT_TRUE(status.ok()) << status; + + const auto& nullable = assert_cast(*column); + const auto& strings = assert_cast(nullable.get_nested_column()); + ASSERT_EQ(nullable.size(), 5); + EXPECT_EQ(strings.get_data_at(0).to_string(), "aa"); + EXPECT_TRUE(nullable.is_null_at(1)); + EXPECT_EQ(strings.get_data_at(2).to_string(), "cc"); + EXPECT_TRUE(nullable.is_null_at(3)); + EXPECT_EQ(strings.get_data_at(4).to_string(), "ee"); +} + +TEST(ParquetLeafReaderTest, BinaryDenseNullableRejectsCountMismatch) { + ParquetTypeDescriptor descriptor; + descriptor.physical_type = ::parquet::Type::BYTE_ARRAY; + auto type = make_nullable(std::make_shared()); + auto reader = make_leaf_reader(descriptor, type); + + arrow::BinaryBuilder builder; + ASSERT_TRUE(builder.Append("only_one").ok()); + std::shared_ptr array; + ASSERT_TRUE(builder.Finish(&array).ok()); + + ParquetLeafBatch batch; + batch._value_kind = DecodedValueKind::BINARY; + batch._binary_chunks = {array}; + batch._values_written = 1; + batch._read_dense_for_nullable = true; + + const NullMap null_map = {0, 1, 0}; + auto column = type->create_column(); + auto status = reader.append_values(batch, 3, &null_map, column); + EXPECT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("Invalid dense nullable parquet binary values"), + std::string::npos); +} + +TEST(ParquetLeafReaderTest, DecodedColumnViewCarriesDescriptorSessionAndNullMapFields) { + ParquetTypeDescriptor descriptor; + descriptor.physical_type = ::parquet::Type::INT64; + descriptor.time_unit = ParquetTimeUnit::NANOS; + descriptor.decimal_precision = 18; + descriptor.decimal_scale = 4; + descriptor.fixed_length = 12; + descriptor.timestamp_is_adjusted_to_utc = true; + auto type = make_nullable(std::make_shared()); + cctz::time_zone shanghai; + ASSERT_TRUE(cctz::load_time_zone("Asia/Shanghai", &shanghai)); + + CapturedDecodedView captured; + auto reader = make_spy_leaf_reader(descriptor, type, &captured, &shanghai, true); + const std::vector values = {100, 200, 300}; + ParquetLeafBatch batch; + batch._value_kind = DecodedValueKind::INT64; + batch._fixed_values = reinterpret_cast(values.data()); + batch._values_written = values.size(); + + const NullMap null_map = {0, 1, 0}; + auto column = type->create_column(); + ASSERT_TRUE(reader.append_values(batch, 3, &null_map, column).ok()); + EXPECT_EQ(captured.value_kind, DecodedValueKind::INT64); + EXPECT_EQ(captured.time_unit, DecodedTimeUnit::NANOS); + EXPECT_EQ(captured.row_count, 3); + EXPECT_EQ(captured.decimal_precision, 18); + EXPECT_EQ(captured.decimal_scale, 4); + EXPECT_EQ(captured.fixed_length, 12); + EXPECT_TRUE(captured.timestamp_is_adjusted_to_utc); + EXPECT_TRUE(captured.enable_strict_mode); + EXPECT_EQ(captured.timezone, &shanghai); + EXPECT_FALSE(captured.null_map_is_null); + EXPECT_EQ(captured.null_map, std::vector({0, 1, 0})); + + auto required_column = type->create_column(); + ASSERT_TRUE(reader.append_values(batch, 3, nullptr, required_column).ok()); + EXPECT_TRUE(captured.null_map_is_null); + + const NullMap empty_null_map; + ASSERT_TRUE(reader.append_values(batch, 3, &empty_null_map, required_column).ok()); + EXPECT_TRUE(captured.null_map_is_null); +} + +TEST(ParquetLeafReaderTest, DecodedColumnViewCapturesBinaryFixedLengthAndFloat16Override) { + ParquetTypeDescriptor binary_descriptor; + binary_descriptor.physical_type = ::parquet::Type::FIXED_LEN_BYTE_ARRAY; + binary_descriptor.fixed_length = 4; + auto type = std::make_shared(); + + CapturedDecodedView binary_view; + auto binary_reader = make_spy_leaf_reader(binary_descriptor, type, &binary_view); + ParquetLeafBatch binary_batch; + binary_batch._value_kind = DecodedValueKind::FIXED_BINARY; + binary_batch._binary_chunks = {fixed_binary_array({"abcd", "wxyz"}, 4)}; + binary_batch._values_written = 2; + auto binary_column = type->create_column(); + ASSERT_TRUE(binary_reader.append_values(binary_batch, 2, nullptr, binary_column).ok()); + EXPECT_EQ(binary_view.value_kind, DecodedValueKind::FIXED_BINARY); + EXPECT_EQ(binary_view.fixed_length, 4); + ASSERT_EQ(binary_view.owned_binary_values.size(), 2); + EXPECT_EQ(binary_view.owned_binary_values[0], "abcd"); + EXPECT_EQ(binary_view.owned_binary_values[1], "wxyz"); + + ParquetTypeDescriptor float16_descriptor; + float16_descriptor.physical_type = ::parquet::Type::FIXED_LEN_BYTE_ARRAY; + float16_descriptor.extra_type_info = ParquetExtraTypeInfo::FLOAT16; + float16_descriptor.fixed_length = 2; + CapturedDecodedView float16_view; + auto float16_reader = make_spy_leaf_reader(float16_descriptor, + std::make_shared(), &float16_view); + auto half = [](uint16_t value) { + std::string bytes(sizeof(value), '\0'); + memcpy(bytes.data(), &value, sizeof(value)); + return bytes; + }; + ParquetLeafBatch float16_batch; + float16_batch._value_kind = DecodedValueKind::FIXED_BINARY; + float16_batch._binary_chunks = {fixed_binary_array({half(0x3E00), half(0x4000)}, 2)}; + float16_batch._values_written = 2; + auto float16_column = std::make_shared()->create_column(); + ASSERT_TRUE(float16_reader.append_values(float16_batch, 2, nullptr, float16_column).ok()); + EXPECT_EQ(float16_view.value_kind, DecodedValueKind::FLOAT); + ASSERT_EQ(float16_view.fixed_values.size(), sizeof(float) * 2); + const auto* floats = reinterpret_cast(float16_view.fixed_values.data()); + EXPECT_FLOAT_EQ(floats[0], 1.5F); + EXPECT_FLOAT_EQ(floats[1], 2.0F); +} + +TEST(ParquetLeafReaderTest, NestedBatchValueLayoutLevels) { + auto descriptor = int32_column_descriptor(2, 1); + auto reader = make_nested_leaf_reader(descriptor, std::make_shared()); + const std::vector def_levels = {2, 2, 2}; + const std::vector rep_levels = {0, 1, 0}; + const std::vector values = {10, 20, 30}; + const auto leaf_batch = + ParquetLeafReaderTestAccess::make_fixed_batch(def_levels, rep_levels, values); + + ParquetNestedScalarBatch nested_batch; + auto status = ParquetLeafReaderTestAccess::build_nested_batch(reader, leaf_batch, 2, 2, 1, + &nested_batch); + ASSERT_TRUE(status.ok()) << status; + EXPECT_EQ(nested_batch.records_read, 2); + EXPECT_EQ(nested_batch.levels_written, 3); + EXPECT_EQ(nested_batch.value_indices, std::vector({0, 1, 2})); + const auto& nested_values = assert_cast(*nested_batch.values_column); + ASSERT_EQ(nested_values.size(), 3); + EXPECT_EQ(nested_values.get_element(0), 10); + EXPECT_EQ(nested_values.get_element(2), 30); +} + +TEST(ParquetLeafReaderTest, NestedBatchValueLayoutValueSlots) { + auto descriptor = int32_column_descriptor(2, 1); + auto reader = make_nested_leaf_reader(descriptor, std::make_shared()); + const std::vector def_levels = {2, 1, 2, 0}; + const std::vector rep_levels = {0, 1, 0, 0}; + const std::vector values = {10, 777, 30}; + const auto leaf_batch = + ParquetLeafReaderTestAccess::make_fixed_batch(def_levels, rep_levels, values); + + ParquetNestedScalarBatch nested_batch; + auto status = ParquetLeafReaderTestAccess::build_nested_batch(reader, leaf_batch, 3, 1, 1, + &nested_batch); + ASSERT_TRUE(status.ok()) << status; + EXPECT_EQ(nested_batch.value_indices, std::vector({0, -1, 2, -1})); +} + +TEST(ParquetLeafReaderTest, NestedBatchValueLayoutLeafValues) { + auto descriptor = int32_column_descriptor(2, 1); + auto reader = make_nested_leaf_reader(descriptor, std::make_shared()); + const std::vector def_levels = {2, 1, 2, 0}; + const std::vector rep_levels = {0, 1, 0, 0}; + const std::vector values = {10, 30}; + const auto leaf_batch = + ParquetLeafReaderTestAccess::make_fixed_batch(def_levels, rep_levels, values); + + ParquetNestedScalarBatch nested_batch; + auto status = ParquetLeafReaderTestAccess::build_nested_batch(reader, leaf_batch, 3, 1, 1, + &nested_batch); + ASSERT_TRUE(status.ok()) << status; + EXPECT_EQ(nested_batch.value_indices, std::vector({0, -1, 1, -1})); +} + +TEST(ParquetLeafReaderTest, NestedBatchValueLayoutPayloadSlots) { + auto descriptor = int32_column_descriptor(2, 1); + auto reader = make_nested_leaf_reader(descriptor, std::make_shared()); + const std::vector def_levels = {1, 2, 0, 2}; + const std::vector rep_levels = {0, 0, 0, 0}; + const std::vector values = {777, 10, 30}; + const auto leaf_batch = + ParquetLeafReaderTestAccess::make_fixed_batch(def_levels, rep_levels, values); + + ParquetNestedScalarBatch nested_batch; + auto status = ParquetLeafReaderTestAccess::build_nested_batch(reader, leaf_batch, 4, 2, 1, + &nested_batch); + ASSERT_TRUE(status.ok()) << status; + EXPECT_EQ(nested_batch.value_indices, std::vector({-1, 1, -1, 2})); +} + +TEST(ParquetLeafReaderTest, NestedBatchRejectsMismatchedValueLayout) { + auto descriptor = int32_column_descriptor(2, 1); + auto reader = make_nested_leaf_reader(descriptor, std::make_shared()); + const std::vector def_levels = {2, 0, 2, 0}; + const std::vector rep_levels = {0, 0, 0, 0}; + const std::vector values = {10, 20, 30}; + const auto leaf_batch = + ParquetLeafReaderTestAccess::make_fixed_batch(def_levels, rep_levels, values); + + ParquetNestedScalarBatch nested_batch; + const auto status = ParquetLeafReaderTestAccess::build_nested_batch(reader, leaf_batch, 4, 2, 1, + &nested_batch); + EXPECT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("inconsistent value count"), std::string::npos); +} + +TEST(ParquetLeafReaderTest, NestedBatchRejectsDenseNullable) { + auto descriptor = int32_column_descriptor(1, 0); + auto reader = + make_nested_leaf_reader(descriptor, make_nullable(std::make_shared())); + const std::vector def_levels = {1}; + const std::vector rep_levels = {0}; + const std::vector values = {10}; + const auto leaf_batch = + ParquetLeafReaderTestAccess::make_fixed_batch(def_levels, rep_levels, values, true); + + ParquetNestedScalarBatch nested_batch; + const auto status = ParquetLeafReaderTestAccess::build_nested_batch(reader, leaf_batch, 1, 0, 0, + &nested_batch); + EXPECT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("Dense nullable parquet nested reader is not supported"), + std::string::npos); +} + +} // namespace doris::format::parquet diff --git a/be/test/format_v2/parquet/parquet_page_cache_range_test.cpp b/be/test/format_v2/parquet/parquet_page_cache_range_test.cpp new file mode 100644 index 00000000000000..f8e12206bb1220 --- /dev/null +++ b/be/test/format_v2/parquet/parquet_page_cache_range_test.cpp @@ -0,0 +1,117 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include + +#include + +#include "format_v2/parquet/parquet_file_context.h" + +namespace doris::format::parquet { +namespace { + +void expect_plan_entry(const ParquetPageCacheReadPlanEntry& entry, + const ParquetPageCacheRange& cached_range, int64_t copy_offset_in_cache, + int64_t output_offset, int64_t copy_size) { + EXPECT_EQ(entry.cached_range.offset, cached_range.offset); + EXPECT_EQ(entry.cached_range.size, cached_range.size); + EXPECT_EQ(entry.copy_offset_in_cache, copy_offset_in_cache); + EXPECT_EQ(entry.output_offset, output_offset); + EXPECT_EQ(entry.copy_size, copy_size); +} + +TEST(ParquetPageCacheRangeTest, SubsetRequestHitsSingleCachedRange) { + const std::vector cached_ranges = { + {100, 100}, + }; + + // Request [120, 150) is fully inside cached [100, 200). The reader should lookup + // the exact cached key [100, 200), then copy from cached offset 20 into output offset 0. + auto plan = detail::plan_page_cache_range_read(120, 30, cached_ranges); + + ASSERT_EQ(plan.size(), 1); + expect_plan_entry(plan[0], {100, 100}, 20, 0, 30); +} + +TEST(ParquetPageCacheRangeTest, SupersetRequestHitsMultipleAdjacentCachedRanges) { + const std::vector cached_ranges = { + {180, 80}, + {100, 80}, + }; + + // Request [100, 260) is larger than either cached entry, but the two cached ranges + // exactly cover it. The copy plan stitches the two exact cache entries together. + auto plan = detail::plan_page_cache_range_read(100, 160, cached_ranges); + + ASSERT_EQ(plan.size(), 2); + expect_plan_entry(plan[0], {100, 80}, 0, 0, 80); + expect_plan_entry(plan[1], {180, 80}, 0, 80, 80); +} + +TEST(ParquetPageCacheRangeTest, SupersetRequestCanUseOverlappingCachedRanges) { + const std::vector cached_ranges = { + {150, 110}, + {100, 100}, + }; + + // Request [100, 260) is covered by overlapping cached ranges. The first copy uses + // [100, 200); the second resumes at cursor 200 and copies the tail from [150, 260). + auto plan = detail::plan_page_cache_range_read(100, 160, cached_ranges); + + ASSERT_EQ(plan.size(), 2); + expect_plan_entry(plan[0], {100, 100}, 0, 0, 100); + expect_plan_entry(plan[1], {150, 110}, 50, 100, 60); +} + +TEST(ParquetPageCacheRangeTest, PartialOverlapWithoutFullCoverageMisses) { + const std::vector cached_ranges = { + {100, 80}, + {200, 60}, + }; + + // Cached ranges cover [100, 180) and [200, 260), but [180, 200) is missing. + // The caller must read the whole request from the file instead of returning + // a partially cached result. + auto plan = detail::plan_page_cache_range_read(100, 160, cached_ranges); + + EXPECT_TRUE(plan.empty()); +} + +TEST(ParquetPageCacheRangeTest, NonCoveringAndInvalidRangesAreIgnored) { + const std::vector cached_ranges = { + {50, 20}, {100, 0}, {100, -1}, {180, 20}, {120, 30}, + }; + + // Only [120, 150) intersects the request, but it does not cover the request start + // [100, 120), so this is still a miss. + auto plan = detail::plan_page_cache_range_read(100, 50, cached_ranges); + + EXPECT_TRUE(plan.empty()); +} + +TEST(ParquetPageCacheRangeTest, InvalidRequestMisses) { + const std::vector cached_ranges = { + {100, 100}, + }; + + EXPECT_TRUE(detail::plan_page_cache_range_read(-1, 10, cached_ranges).empty()); + EXPECT_TRUE(detail::plan_page_cache_range_read(100, 0, cached_ranges).empty()); + EXPECT_TRUE(detail::plan_page_cache_range_read(100, -1, cached_ranges).empty()); +} + +} // namespace +} // namespace doris::format::parquet diff --git a/be/test/format_v2/parquet/parquet_reader_control_test.cpp b/be/test/format_v2/parquet/parquet_reader_control_test.cpp new file mode 100644 index 00000000000000..0314529e36a4a7 --- /dev/null +++ b/be/test/format_v2/parquet/parquet_reader_control_test.cpp @@ -0,0 +1,1034 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include + +#include +#include +#include +#include +#include +#include + +#include "common/consts.h" +#include "core/assert_cast.h" +#include "core/column/column_array.h" +#include "core/column/column_map.h" +#include "core/column/column_nullable.h" +#include "core/column/column_string.h" +#include "core/column/column_struct.h" +#include "core/column/column_vector.h" +#include "core/data_type/data_type_array.h" +#include "core/data_type/data_type_map.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" +#include "core/data_type/data_type_struct.h" +#include "format_v2/column_data.h" +#include "format_v2/parquet/parquet_column_schema.h" +#include "format_v2/parquet/parquet_statistics.h" +#include "format_v2/parquet/reader/column_reader.h" +#include "format_v2/parquet/reader/global_rowid_column_reader.h" +#include "format_v2/parquet/reader/list_column_reader.h" +#include "format_v2/parquet/reader/map_column_reader.h" +#include "format_v2/parquet/reader/nested_column_materializer.h" +#include "format_v2/parquet/reader/row_position_column_reader.h" +#include "format_v2/parquet/reader/scalar_column_reader.h" +#include "format_v2/parquet/reader/struct_column_reader.h" +#include "format_v2/parquet/selection_vector.h" +#include "storage/utils.h" + +namespace doris::format::parquet { +namespace { + +ParquetColumnSchema int64_schema(std::string name = "mock") { + ParquetColumnSchema schema; + schema.local_id = 0; + schema.name = std::move(name); + schema.type = std::make_shared(); + return schema; +} + +ParquetColumnSchema nested_int64_schema(std::string name, int16_t nullable_definition_level, + int16_t definition_level, int16_t repetition_level = 0, + int16_t repeated_ancestor_definition_level = 0) { + ParquetColumnSchema schema = int64_schema(std::move(name)); + schema.type = make_nullable(std::make_shared()); + schema.nullable_definition_level = nullable_definition_level; + schema.definition_level = definition_level; + schema.repetition_level = repetition_level; + schema.repeated_repetition_level = repetition_level; + schema.repeated_ancestor_definition_level = repeated_ancestor_definition_level; + return schema; +} + +ParquetColumnSchema nested_struct_schema() { + ParquetColumnSchema schema; + schema.local_id = 0; + schema.name = "struct"; + schema.kind = ParquetColumnSchemaKind::STRUCT; + schema.nullable_definition_level = 1; + schema.definition_level = 2; + schema.type = make_nullable(std::make_shared( + DataTypes {make_nullable(std::make_shared()), + make_nullable(std::make_shared())}, + Strings {"a", "b"})); + return schema; +} + +ParquetColumnSchema nested_list_schema(std::string name, DataTypePtr element_type, + int16_t nullable_definition_level, int16_t definition_level, + int16_t repetition_level, + int16_t repeated_ancestor_definition_level) { + ParquetColumnSchema schema; + schema.local_id = 0; + schema.name = std::move(name); + schema.kind = ParquetColumnSchemaKind::LIST; + schema.nullable_definition_level = nullable_definition_level; + schema.definition_level = definition_level; + schema.repetition_level = repetition_level; + schema.repeated_repetition_level = repetition_level; + schema.repeated_ancestor_definition_level = repeated_ancestor_definition_level; + schema.type = make_nullable(std::make_shared(std::move(element_type))); + return schema; +} + +ParquetColumnSchema nested_map_schema( + DataTypePtr value_type = make_nullable(std::make_shared())) { + ParquetColumnSchema schema; + schema.local_id = 0; + schema.name = "map"; + schema.kind = ParquetColumnSchemaKind::MAP; + schema.nullable_definition_level = 1; + schema.definition_level = 2; + schema.repetition_level = 1; + schema.repeated_ancestor_definition_level = 2; + schema.type = make_nullable(std::make_shared( + make_nullable(std::make_shared()), std::move(value_type))); + return schema; +} + +ParquetColumnSchema bare_repeated_int64_list_schema() { + ParquetColumnSchema schema; + schema.local_id = 0; + schema.name = "repeated"; + schema.kind = ParquetColumnSchemaKind::LIST; + schema.definition_level = 1; + schema.repetition_level = 1; + schema.repeated_repetition_level = 1; + schema.repeated_ancestor_definition_level = 1; + schema.type = std::make_shared(std::make_shared()); + return schema; +} + +std::unique_ptr primitive_child(int local_id, std::string name, + DataTypePtr type) { + auto child = std::make_unique(); + child->local_id = local_id; + child->name = std::move(name); + child->kind = ParquetColumnSchemaKind::PRIMITIVE; + child->leaf_column_id = local_id; + child->type = std::move(type); + child->type_descriptor.physical_type = ::parquet::Type::INT32; + child->type_descriptor.doris_type = child->type; + return child; +} + +ParquetColumnSchema struct_schema_for_projection() { + ParquetColumnSchema schema; + schema.local_id = 0; + schema.name = "s"; + schema.kind = ParquetColumnSchemaKind::STRUCT; + schema.children.push_back(primitive_child(0, "a", std::make_shared())); + schema.children.push_back(primitive_child(1, "b", std::make_shared())); + DataTypes types = {make_nullable(schema.children[0]->type), + make_nullable(schema.children[1]->type)}; + Strings names = {"a", "b"}; + schema.type = std::make_shared(types, names); + return schema; +} + +ParquetColumnSchema list_schema_for_projection() { + ParquetColumnSchema schema; + schema.local_id = 0; + schema.name = "xs"; + schema.kind = ParquetColumnSchemaKind::LIST; + schema.children.push_back(primitive_child(0, "element", std::make_shared())); + schema.type = std::make_shared(schema.children[0]->type); + return schema; +} + +ParquetColumnSchema map_schema_for_projection() { + ParquetColumnSchema schema; + schema.local_id = 0; + schema.name = "m"; + schema.kind = ParquetColumnSchemaKind::MAP; + schema.children.push_back(primitive_child(0, "key", std::make_shared())); + schema.children.push_back(primitive_child(1, "value", std::make_shared())); + schema.type = std::make_shared(make_nullable(schema.children[0]->type), + make_nullable(schema.children[1]->type)); + return schema; +} + +class CursorColumnReader final : public ParquetColumnReader { +public: + CursorColumnReader() : ParquetColumnReader(int64_schema(), std::make_shared()) {} + + Status read(int64_t rows, MutableColumnPtr& column, int64_t* rows_read) override { + if (column.get() == nullptr || rows_read == nullptr) { + return Status::InvalidArgument("invalid mock read arguments"); + } + auto* values = assert_cast(column.get()); + for (int64_t row = 0; row < rows; ++row) { + values->insert_value(_cursor + row); + } + _read_lengths.push_back(rows); + _cursor += rows; + *rows_read = rows; + return Status::OK(); + } + + Status skip(int64_t rows) override { + _skip_lengths.push_back(rows); + _cursor += rows; + return Status::OK(); + } + + int64_t cursor() const { return _cursor; } + const std::vector& skip_lengths() const { return _skip_lengths; } + const std::vector& read_lengths() const { return _read_lengths; } + +private: + int64_t _cursor = 0; + std::vector _skip_lengths; + std::vector _read_lengths; +}; + +class NestedBuildReader final : public ParquetColumnReader { +public: + explicit NestedBuildReader(int64_t values_to_build) + : ParquetColumnReader(int64_schema("nested"), std::make_shared()), + _values_to_build(values_to_build) {} + + Status read(int64_t, MutableColumnPtr&, int64_t*) override { + return Status::NotSupported("unused"); + } + + Status build_nested_column(int64_t length_upper_bound, MutableColumnPtr& column, + int64_t* values_read) override { + if (column.get() == nullptr || values_read == nullptr) { + return Status::InvalidArgument("invalid mock nested build arguments"); + } + _last_length_upper_bound = length_upper_bound; + auto* values = assert_cast(column.get()); + for (int64_t value = 0; value < _values_to_build; ++value) { + values->insert_value(value); + } + *values_read = _values_to_build; + return Status::OK(); + } + + int64_t last_length_upper_bound() const { return _last_length_upper_bound; } + +private: + int64_t _values_to_build = 0; + int64_t _last_length_upper_bound = 0; +}; + +class ScriptedNestedReader final : public ParquetColumnReader { +public: + ScriptedNestedReader(ParquetColumnSchema schema, DataTypePtr type, + std::vector def_levels, std::vector rep_levels, + bool has_repeated_child = false, bool build_nulls = false) + : ParquetColumnReader(schema, std::move(type)), + _def_levels(std::move(def_levels)), + _rep_levels(std::move(rep_levels)), + _has_repeated_child(has_repeated_child), + _build_nulls(build_nulls) {} + + Status read(int64_t, MutableColumnPtr&, int64_t*) override { + return Status::NotSupported("unused"); + } + + Status load_nested_batch(int64_t rows) override { + _load_lengths.push_back(rows); + return Status::OK(); + } + + Status build_nested_column(int64_t length_upper_bound, MutableColumnPtr& column, + int64_t* values_read) override { + _build_lengths.push_back(length_upper_bound); + if (column.get() == nullptr || values_read == nullptr) { + return Status::InvalidArgument("invalid scripted nested build arguments"); + } + for (int64_t row = 0; row < length_upper_bound; ++row) { + insert_value(column, _next_value++, _build_nulls); + } + *values_read = length_upper_bound; + return Status::OK(); + } + + const std::vector& nested_definition_levels() const override { return _def_levels; } + const std::vector& nested_repetition_levels() const override { return _rep_levels; } + int64_t nested_levels_written() const override { + return static_cast(_def_levels.size()); + } + bool is_or_has_repeated_child() const override { return _has_repeated_child; } + + const std::vector& build_lengths() const { return _build_lengths; } + +private: + static void insert_value(MutableColumnPtr& column, int64_t value, bool is_null) { + if (auto* nullable_column = check_and_get_column(*column); + nullable_column != nullptr) { + if (is_null) { + nullable_column->insert_default(); + return; + } + assert_cast(nullable_column->get_nested_column()).insert_value(value); + nullable_column->get_null_map_data().push_back(0); + return; + } + assert_cast(*column).insert_value(value); + } + + std::vector _def_levels; + std::vector _rep_levels; + bool _has_repeated_child = false; + bool _build_nulls = false; + int64_t _next_value = 0; + std::vector _load_lengths; + std::vector _build_lengths; +}; + +} // namespace + +struct ScalarColumnReaderTestAccess { + static void set_nested_batch(ScalarColumnReader* reader, + std::unique_ptr batch) { + reader->_nested_batch = std::move(batch); + } + + static int64_t page_filtered_rows_to_skip(const ScalarColumnReader& reader, int64_t rows) { + return reader.page_filtered_rows_to_skip(rows); + } + + static void set_row_group_rows_read(ScalarColumnReader* reader, int64_t rows) { + reader->_row_group_rows_read = rows; + } +}; + +namespace { + +std::unique_ptr make_scripted_scalar_reader( + ParquetColumnSchema schema, std::unique_ptr batch) { + auto reader = std::make_unique(schema, nullptr); + ScalarColumnReaderTestAccess::set_nested_batch(reader.get(), std::move(batch)); + return reader; +} + +std::unique_ptr scalar_batch(std::vector def_levels, + std::vector rep_levels, + std::vector value_indices, + std::vector values) { + auto batch = std::make_unique(); + batch->levels_written = static_cast(def_levels.size()); + batch->def_levels = std::move(def_levels); + batch->rep_levels = std::move(rep_levels); + batch->value_indices = std::move(value_indices); + auto column = ColumnInt64::create(); + for (const auto value : values) { + column->insert_value(value); + } + batch->values_column = std::move(column); + return batch; +} + +class DefaultOnlyReader final : public ParquetColumnReader { +public: + DefaultOnlyReader() + : ParquetColumnReader(int64_schema("default_only"), std::make_shared()) { + } + + Status read(int64_t, MutableColumnPtr&, int64_t*) override { + return Status::NotSupported("unused"); + } +}; + +GlobalRowLoacationV2 decode_rowid(const ColumnString& column, size_t row) { + const auto ref = column.get_data_at(row); + EXPECT_EQ(ref.size, sizeof(GlobalRowLoacationV2)); + GlobalRowLoacationV2 location(0, 0, 0, 0); + std::memcpy(&location, ref.data, sizeof(GlobalRowLoacationV2)); + return location; +} + +} // namespace + +TEST(SelectionVectorTest, IdentitySelectionToRanges) { + SelectionVector selection; + const auto ranges = selection_to_ranges(selection, 5); + ASSERT_EQ(ranges.size(), 1); + EXPECT_EQ(ranges[0].start, 0); + EXPECT_EQ(ranges[0].length, 5); + EXPECT_TRUE(selection.verify(5, 5).ok()); +} + +TEST(SelectionVectorTest, ExternalBufferSelectionToRanges) { + SelectionVector::Index indices[] = {0, 1, 4, 6, 7}; + SelectionVector selection(indices, std::size(indices)); + const auto ranges = selection_to_ranges(selection, std::size(indices)); + ASSERT_EQ(ranges.size(), 3); + EXPECT_EQ(ranges[0].start, 0); + EXPECT_EQ(ranges[0].length, 2); + EXPECT_EQ(ranges[1].start, 4); + EXPECT_EQ(ranges[1].length, 1); + EXPECT_EQ(ranges[2].start, 6); + EXPECT_EQ(ranges[2].length, 2); + EXPECT_TRUE(selection.verify(std::size(indices), 8).ok()); +} + +TEST(SelectionVectorTest, VerifyRejectsInvalidSelection) { + SelectionVector selection(2); + EXPECT_FALSE(selection.verify(3, 3).ok()); + EXPECT_FALSE(selection.verify(1, -1).ok()); + + selection.set_index(0, 2); + selection.set_index(1, 1); + EXPECT_FALSE(selection.verify(2, 3).ok()); + + selection.set_index(0, 0); + selection.set_index(1, 3); + EXPECT_FALSE(selection.verify(2, 3).ok()); +} + +TEST(ParquetColumnReaderControlTest, BaseSelectUsesSkipReadRanges) { + CursorColumnReader reader; + SelectionVector selection(3); + selection.set_index(0, 0); + selection.set_index(1, 2); + selection.set_index(2, 4); + + auto column = std::make_shared()->create_column(); + ASSERT_TRUE(reader.select(selection, 3, 6, column).ok()); + + const auto& values = assert_cast(*column); + ASSERT_EQ(values.size(), 3); + EXPECT_EQ(values.get_element(0), 0); + EXPECT_EQ(values.get_element(1), 2); + EXPECT_EQ(values.get_element(2), 4); + EXPECT_EQ(reader.cursor(), 6); + EXPECT_EQ(reader.read_lengths(), std::vector({1, 1, 1})); + EXPECT_EQ(reader.skip_lengths(), std::vector({0, 1, 1, 1})); +} + +TEST(ParquetColumnReaderControlTest, BaseSelectZeroRowsConsumesBatch) { + CursorColumnReader reader; + SelectionVector selection; + auto column = std::make_shared()->create_column(); + ASSERT_TRUE(reader.select(selection, 0, 4, column).ok()); + EXPECT_EQ(column->size(), 0); + EXPECT_EQ(reader.cursor(), 4); + EXPECT_TRUE(reader.read_lengths().empty()); + EXPECT_EQ(reader.skip_lengths(), std::vector({4})); +} + +TEST(ParquetColumnReaderControlTest, BaseNestedDefaultsAndSkipNested) { + DefaultOnlyReader base_reader; + EXPECT_FALSE(base_reader.skip(1).ok()); + EXPECT_FALSE(base_reader.load_nested_batch(1).ok()); + + auto column = std::make_shared()->create_column(); + int64_t values_read = 0; + EXPECT_FALSE(base_reader.build_nested_column(1, column, &values_read).ok()); + + NestedBuildReader ok_reader(3); + ASSERT_TRUE(ok_reader.skip_nested_column(3).ok()); + EXPECT_EQ(ok_reader.last_length_upper_bound(), 3); + + NestedBuildReader short_reader(2); + EXPECT_FALSE(short_reader.skip_nested_column(3).ok()); +} + +TEST(ParquetColumnReaderControlTest, NestedMaterializerHelpersAppendOffsetsAndParentNulls) { + ColumnArray::Offsets64 offsets; + append_offsets(offsets, {3, 0, 2}); + ASSERT_EQ(offsets.size(), 3); + EXPECT_EQ(offsets[0], 3); + EXPECT_EQ(offsets[1], 3); + EXPECT_EQ(offsets[2], 5); + append_offsets(offsets, {1, 4}); + ASSERT_EQ(offsets.size(), 5); + EXPECT_EQ(offsets[3], 6); + EXPECT_EQ(offsets[4], 10); + + const NullMap parent_nulls = {0, 1, 0}; + append_parent_nulls(nullptr, parent_nulls); + NullMap dst = {1}; + append_parent_nulls(&dst, parent_nulls); + EXPECT_EQ(dst, NullMap({1, 0, 1, 0})); +} + +TEST(ParquetColumnReaderControlTest, PageFilteredRowsToSkipUsesOnlyFullSkippedRanges) { + ParquetPageSkipPlan page_skip_plan; + page_skip_plan.skipped_ranges = {RowRange {0, 3}, RowRange {5, 2}, RowRange {10, 4}}; + + auto schema = nested_int64_schema("page_filtered", 0, 0); + ScalarColumnReader reader(schema, nullptr, &page_skip_plan); + EXPECT_EQ(ScalarColumnReaderTestAccess::page_filtered_rows_to_skip(reader, 3), 3); + EXPECT_EQ(ScalarColumnReaderTestAccess::page_filtered_rows_to_skip(reader, 5), 3); + + ScalarColumnReaderTestAccess::set_row_group_rows_read(&reader, 5); + EXPECT_EQ(ScalarColumnReaderTestAccess::page_filtered_rows_to_skip(reader, 2), 2); + EXPECT_EQ(ScalarColumnReaderTestAccess::page_filtered_rows_to_skip(reader, 5), 2); +} + +TEST(ParquetColumnReaderControlTest, StructUsesFirstNonRepeatedShapeSourceAndBatchesPresentRows) { + auto repeated_child = std::make_unique( + nested_int64_schema("repeated_shape", 1, 2, 1), + make_nullable(std::make_shared()), std::vector {2, 2, 2, 2}, + std::vector {0, 0, 0, 0}, true); + auto* repeated_child_ptr = repeated_child.get(); + auto scalar_child = make_scripted_scalar_reader( + nested_int64_schema("scalar_child", 1, 2), + scalar_batch({2, 0, 2, 2}, {0, 0, 0, 0}, {0, -1, 1, 2}, {10, 20, 30})); + auto* scalar_child_ptr = scalar_child.get(); + + std::vector> children; + children.push_back(std::move(repeated_child)); + children.push_back(std::move(scalar_child)); + StructColumnReader reader(nested_struct_schema(), + make_nullable(std::make_shared( + DataTypes {make_nullable(std::make_shared()), + make_nullable(std::make_shared())}, + Strings {"a", "b"})), + std::move(children), {0, 1}); + + auto column = reader.type()->create_column(); + int64_t rows_read = 0; + auto status = reader.build_nested_column(4, column, &rows_read); + ASSERT_TRUE(status.ok()) << status; + ASSERT_EQ(rows_read, 4); + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 4); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_FALSE(nullable_column.is_null_at(3)); + EXPECT_EQ(repeated_child_ptr->build_lengths(), std::vector({1, 1, 2})); + EXPECT_EQ(scalar_child_ptr->nested_build_level_cursor(), 4); +} + +TEST(ParquetColumnReaderControlTest, StructFallsBackToFirstChildWhenAllChildrenAreRepeated) { + auto first_child = std::make_unique( + nested_int64_schema("first", 1, 2, 1), make_nullable(std::make_shared()), + std::vector {2, 0}, std::vector {0, 0}, true); + auto second_child = std::make_unique( + nested_int64_schema("second", 1, 2, 1), + make_nullable(std::make_shared()), std::vector {2, 2}, + std::vector {0, 0}, true); + + std::vector> children; + children.push_back(std::move(first_child)); + children.push_back(std::move(second_child)); + StructColumnReader reader(nested_struct_schema(), nested_struct_schema().type, + std::move(children), {0, 1}); + + auto column = reader.type()->create_column(); + int64_t rows_read = 0; + auto status = reader.build_nested_column(2, column, &rows_read); + ASSERT_TRUE(status.ok()) << status; + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(rows_read, 2); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); +} + +TEST(ParquetColumnReaderControlTest, StructNullParentAdvancesComplexChildShapeOnly) { + auto shape_child = std::make_unique( + nested_int64_schema("shape", 1, 2), make_nullable(std::make_shared()), + std::vector {2, 2, 0, 0, 2, 2}, std::vector {0, 0, 0, 0, 0, 0}); + + ParquetColumnSchema map_schema = nested_map_schema(); + map_schema.nullable_definition_level = 2; + map_schema.definition_level = 3; + map_schema.repeated_ancestor_definition_level = 0; + auto key_reader = std::make_unique( + nested_int64_schema("key", 3, 3, 1, 0), + make_nullable(std::make_shared()), + std::vector {3, 3, 0, 0, 3, 3}, std::vector {0, 0, 0, 0, 0, 0}); + auto value_reader = + make_scripted_scalar_reader(nested_int64_schema("value", 4, 4, 1, 0), + scalar_batch({4, 4, 0, 0, 4, 4}, {0, 0, 0, 0, 0, 0}, + {0, 1, -1, -1, 2, 3}, {10, 20, 30, 40})); + auto map_reader = std::make_unique( + map_schema, map_schema.type, std::move(key_reader), std::move(value_reader)); + + std::vector> children; + children.push_back(std::move(shape_child)); + children.push_back(std::move(map_reader)); + auto struct_type = make_nullable(std::make_shared(DataTypes {map_schema.type}, + Strings {"partitionValues"})); + StructColumnReader reader(nested_struct_schema(), struct_type, std::move(children), {-1, 0}); + + auto column = reader.type()->create_column(); + int64_t rows_read = 0; + auto status = reader.build_nested_column(6, column, &rows_read); + ASSERT_TRUE(status.ok()) << status; + ASSERT_EQ(rows_read, 6); + + const auto& nullable_struct = assert_cast(*column); + ASSERT_EQ(nullable_struct.size(), 6); + EXPECT_FALSE(nullable_struct.is_null_at(0)); + EXPECT_FALSE(nullable_struct.is_null_at(1)); + EXPECT_TRUE(nullable_struct.is_null_at(2)); + EXPECT_TRUE(nullable_struct.is_null_at(3)); + EXPECT_FALSE(nullable_struct.is_null_at(4)); + EXPECT_FALSE(nullable_struct.is_null_at(5)); + + const auto& struct_column = + assert_cast(nullable_struct.get_nested_column()); + const auto& map_nullable = assert_cast(struct_column.get_column(0)); + ASSERT_EQ(map_nullable.size(), 6); + EXPECT_FALSE(map_nullable.is_null_at(0)); + EXPECT_FALSE(map_nullable.is_null_at(1)); + EXPECT_TRUE(map_nullable.is_null_at(2)); + EXPECT_TRUE(map_nullable.is_null_at(3)); + EXPECT_FALSE(map_nullable.is_null_at(4)); + EXPECT_FALSE(map_nullable.is_null_at(5)); + const auto& map_column = assert_cast(map_nullable.get_nested_column()); + ASSERT_EQ(map_column.get_offsets().size(), 6); + EXPECT_EQ(map_column.get_offsets()[0], 1); + EXPECT_EQ(map_column.get_offsets()[1], 2); + EXPECT_EQ(map_column.get_offsets()[2], 2); + EXPECT_EQ(map_column.get_offsets()[3], 2); + EXPECT_EQ(map_column.get_offsets()[4], 3); + EXPECT_EQ(map_column.get_offsets()[5], 4); +} + +TEST(ParquetColumnReaderControlTest, StructNullParentAdvancesNestedStructDescendants) { + auto shape_child = std::make_unique( + nested_int64_schema("shape", 1, 2), make_nullable(std::make_shared()), + std::vector {2, 0, 2}, std::vector {0, 0, 0}); + + auto id_batch = scalar_batch({4, 3, 4}, {0, 0, 0}, {0, -1, 1}, {10, 20}); + id_batch->value_slot_definition_level = 3; + auto id_reader = + make_scripted_scalar_reader(nested_int64_schema("id", 3, 4), std::move(id_batch)); + + ParquetColumnSchema inner_schema; + inner_schema.local_id = 0; + inner_schema.name = "stats_parsed"; + inner_schema.kind = ParquetColumnSchemaKind::STRUCT; + inner_schema.nullable_definition_level = 2; + inner_schema.definition_level = 3; + inner_schema.type = make_nullable(std::make_shared( + DataTypes {make_nullable(std::make_shared())}, Strings {"id"})); + + std::vector> inner_children; + inner_children.push_back(std::move(id_reader)); + auto inner_reader = std::make_unique( + inner_schema, inner_schema.type, std::move(inner_children), std::vector {0}); + + std::vector> outer_children; + outer_children.push_back(std::move(shape_child)); + outer_children.push_back(std::move(inner_reader)); + auto outer_type = make_nullable(std::make_shared(DataTypes {inner_schema.type}, + Strings {"stats_parsed"})); + StructColumnReader reader(nested_struct_schema(), outer_type, std::move(outer_children), + {-1, 0}); + + auto column = reader.type()->create_column(); + int64_t rows_read = 0; + auto status = reader.build_nested_column(3, column, &rows_read); + ASSERT_TRUE(status.ok()) << status; + ASSERT_EQ(rows_read, 3); + + const auto& outer_nullable = assert_cast(*column); + ASSERT_EQ(outer_nullable.size(), 3); + EXPECT_FALSE(outer_nullable.is_null_at(0)); + EXPECT_TRUE(outer_nullable.is_null_at(1)); + EXPECT_FALSE(outer_nullable.is_null_at(2)); + + const auto& outer_struct = assert_cast(outer_nullable.get_nested_column()); + const auto& inner_nullable = assert_cast(outer_struct.get_column(0)); + ASSERT_EQ(inner_nullable.size(), 3); + EXPECT_FALSE(inner_nullable.is_null_at(0)); + EXPECT_TRUE(inner_nullable.is_null_at(1)); + EXPECT_FALSE(inner_nullable.is_null_at(2)); + + const auto& inner_struct = assert_cast(inner_nullable.get_nested_column()); + const auto& id_nullable = assert_cast(inner_struct.get_column(0)); + const auto& id_values = assert_cast(id_nullable.get_nested_column()); + EXPECT_EQ(id_values.get_element(0), 10); + EXPECT_EQ(id_values.get_element(2), 20); +} + +TEST(ParquetColumnReaderControlTest, ListKeepsEmptyBareRepeatedPrimitiveRows) { + auto element_reader = std::make_unique( + nested_int64_schema("element", 0, 1, 1, 1), std::make_shared(), + std::vector {0, 1, 1, 0}, std::vector {0, 0, 1, 0}); + auto* element_reader_ptr = element_reader.get(); + ListColumnReader reader(bare_repeated_int64_list_schema(), + bare_repeated_int64_list_schema().type, std::move(element_reader)); + + auto column = reader.type()->create_column(); + int64_t rows_read = 0; + auto status = reader.build_nested_column(3, column, &rows_read); + ASSERT_TRUE(status.ok()) << status; + ASSERT_EQ(rows_read, 3); + + const auto& array_column = assert_cast(*column); + ASSERT_EQ(array_column.get_offsets().size(), 3); + EXPECT_EQ(array_column.get_offsets()[0], 0); + EXPECT_EQ(array_column.get_offsets()[1], 2); + EXPECT_EQ(array_column.get_offsets()[2], 2); + EXPECT_EQ(element_reader_ptr->build_lengths(), std::vector({2})); +} + +TEST(ParquetColumnReaderControlTest, NestedListSkipsAncestorEmptyRowsButKeepsNullElements) { + auto element_reader = + std::make_unique(nested_int64_schema("element", 5, 5, 2, 4), + make_nullable(std::make_shared()), + std::vector {1, 5, 5, 5, 2, 5, 2, 0}, + std::vector {0, 0, 2, 1, 0, 1, 1, 0}); + auto* element_reader_ptr = element_reader.get(); + + const auto inner_type = make_nullable( + std::make_shared(make_nullable(std::make_shared()))); + auto inner_reader = std::make_unique( + nested_list_schema("inner", make_nullable(std::make_shared()), 3, 4, 2, + 2), + inner_type, std::move(element_reader)); + auto outer_type = make_nullable(std::make_shared(inner_type)); + ListColumnReader reader(nested_list_schema("outer", inner_type, 1, 2, 1, 2), outer_type, + std::move(inner_reader)); + + auto column = reader.type()->create_column(); + int64_t rows_read = 0; + auto status = reader.build_nested_column(4, column, &rows_read); + ASSERT_TRUE(status.ok()) << status; + ASSERT_EQ(rows_read, 4); + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 4); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_FALSE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_TRUE(nullable_column.is_null_at(3)); + + const auto& outer_array = assert_cast(nullable_column.get_nested_column()); + const auto& outer_offsets = outer_array.get_offsets(); + ASSERT_EQ(outer_offsets.size(), 4); + EXPECT_EQ(outer_offsets[0], 0); + EXPECT_EQ(outer_offsets[1], 2); + EXPECT_EQ(outer_offsets[2], 5); + EXPECT_EQ(outer_offsets[3], 5); + + const auto& inner_nullable = assert_cast(outer_array.get_data()); + ASSERT_EQ(inner_nullable.size(), 5); + EXPECT_FALSE(inner_nullable.is_null_at(0)); + EXPECT_FALSE(inner_nullable.is_null_at(1)); + EXPECT_TRUE(inner_nullable.is_null_at(2)); + EXPECT_FALSE(inner_nullable.is_null_at(3)); + EXPECT_TRUE(inner_nullable.is_null_at(4)); + + const auto& inner_array = assert_cast(inner_nullable.get_nested_column()); + const auto& inner_offsets = inner_array.get_offsets(); + ASSERT_EQ(inner_offsets.size(), 5); + EXPECT_EQ(inner_offsets[0], 2); + EXPECT_EQ(inner_offsets[1], 3); + EXPECT_EQ(inner_offsets[2], 3); + EXPECT_EQ(inner_offsets[3], 4); + EXPECT_EQ(inner_offsets[4], 4); + EXPECT_EQ(element_reader_ptr->build_lengths(), std::vector({4})); +} + +TEST(ParquetColumnReaderControlTest, MapKeepsEmptyMapRows) { + auto key_reader = std::make_unique( + nested_int64_schema("key", 1, 2, 1, 2), + make_nullable(std::make_shared()), std::vector {1}, + std::vector {0}); + auto value_reader = std::make_unique( + nested_int64_schema("value", 2, 3, 1, 2), + make_nullable(std::make_shared()), std::vector {1}, + std::vector {0}); + auto* value_reader_ptr = value_reader.get(); + MapColumnReader reader(nested_map_schema(), nested_map_schema().type, std::move(key_reader), + std::move(value_reader)); + + auto column = reader.type()->create_column(); + int64_t rows_read = 0; + auto status = reader.build_nested_column(1, column, &rows_read); + ASSERT_TRUE(status.ok()) << status; + ASSERT_EQ(rows_read, 1); + + const auto& nullable_map = assert_cast(*column); + EXPECT_FALSE(nullable_map.is_null_at(0)); + const auto& map_column = assert_cast(nullable_map.get_nested_column()); + ASSERT_EQ(map_column.get_offsets().size(), 1); + EXPECT_EQ(map_column.get_offsets()[0], 0); + EXPECT_EQ(value_reader_ptr->build_lengths(), std::vector({0})); +} + +TEST(ParquetColumnReaderControlTest, ListMapSkipsAncestorEmptyRowsBeforeScalarValues) { + auto key_reader = std::make_unique( + nested_int64_schema("key", 4, 4, 2, 4), + make_nullable(std::make_shared()), std::vector {1, 4}, + std::vector {0, 0}); + auto value_reader = make_scripted_scalar_reader(nested_int64_schema("value", 5, 5, 2, 4), + scalar_batch({1, 5}, {0, 0}, {-1, 0}, {100})); + + const auto map_type = make_nullable( + std::make_shared(make_nullable(std::make_shared()), + make_nullable(std::make_shared()))); + auto map_reader = std::make_unique( + nested_map_schema(make_nullable(std::make_shared())), map_type, + std::move(key_reader), std::move(value_reader)); + auto outer_type = make_nullable(std::make_shared(map_type)); + ListColumnReader reader(nested_list_schema("outer", map_type, 1, 2, 1, 2), outer_type, + std::move(map_reader)); + + auto column = reader.type()->create_column(); + int64_t rows_read = 0; + auto status = reader.build_nested_column(2, column, &rows_read); + ASSERT_TRUE(status.ok()) << status; + ASSERT_EQ(rows_read, 2); + + const auto& nullable_column = assert_cast(*column); + ASSERT_EQ(nullable_column.size(), 2); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_FALSE(nullable_column.is_null_at(1)); + + const auto& outer_array = assert_cast(nullable_column.get_nested_column()); + const auto& outer_offsets = outer_array.get_offsets(); + ASSERT_EQ(outer_offsets.size(), 2); + EXPECT_EQ(outer_offsets[0], 0); + EXPECT_EQ(outer_offsets[1], 1); + + const auto& map_nullable = assert_cast(outer_array.get_data()); + ASSERT_EQ(map_nullable.size(), 1); + EXPECT_FALSE(map_nullable.is_null_at(0)); + const auto& map_column = assert_cast(map_nullable.get_nested_column()); + ASSERT_EQ(map_column.get_offsets().size(), 1); + EXPECT_EQ(map_column.get_offsets()[0], 1); + + const auto& values = assert_cast(map_column.get_values()); + const auto& value_data = assert_cast(values.get_nested_column()); + ASSERT_EQ(values.size(), 1); + EXPECT_FALSE(values.is_null_at(0)); + EXPECT_EQ(value_data.get_element(0), 100); +} + +TEST(ParquetColumnReaderControlTest, MapRejectsNullKeysAndMisalignedScalarValueRepLevels) { + auto key_reader = std::make_unique( + nested_int64_schema("key", 1, 2, 1), make_nullable(std::make_shared()), + std::vector {2}, std::vector {0}, false, true); + auto value_reader = std::make_unique( + nested_int64_schema("value", 1, 2, 1), make_nullable(std::make_shared()), + std::vector {2}, std::vector {0}); + MapColumnReader null_key_reader(nested_map_schema(), nested_map_schema().type, + std::move(key_reader), std::move(value_reader)); + auto column = null_key_reader.type()->create_column(); + int64_t rows_read = 0; + auto status = null_key_reader.build_nested_column(1, column, &rows_read); + EXPECT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("contains null key"), std::string::npos); + + auto aligned_key_reader = std::make_unique( + nested_int64_schema("key", 1, 2, 1), make_nullable(std::make_shared()), + std::vector {2, 2}, std::vector {0, 1}); + auto misaligned_value_reader = + make_scripted_scalar_reader(nested_int64_schema("value", 2, 3, 1), + scalar_batch({3, 3}, {0, 0}, {0, 1}, {100, 200})); + MapColumnReader misaligned_reader(nested_map_schema(), nested_map_schema().type, + std::move(aligned_key_reader), + std::move(misaligned_value_reader)); + column = misaligned_reader.type()->create_column(); + status = misaligned_reader.build_nested_column(1, column, &rows_read); + EXPECT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("value repetition level is not aligned"), std::string::npos); +} + +TEST(ParquetColumnReaderControlTest, MapBuildsScalarAndComplexValuePaths) { + auto key_reader = std::make_unique( + nested_int64_schema("key", 1, 2, 1), make_nullable(std::make_shared()), + std::vector {2, 2}, std::vector {0, 1}); + auto scalar_value_reader = + make_scripted_scalar_reader(nested_int64_schema("value", 2, 3, 1), + scalar_batch({3, 3}, {0, 1}, {0, 1}, {100, 200})); + MapColumnReader scalar_reader(nested_map_schema(), nested_map_schema().type, + std::move(key_reader), std::move(scalar_value_reader)); + auto column = scalar_reader.type()->create_column(); + int64_t rows_read = 0; + auto status = scalar_reader.build_nested_column(1, column, &rows_read); + ASSERT_TRUE(status.ok()) << status; + const auto& nullable_map = assert_cast(*column); + const auto& map_column = assert_cast(nullable_map.get_nested_column()); + ASSERT_EQ(map_column.get_offsets().size(), 1); + EXPECT_EQ(map_column.get_offsets()[0], 2); + const auto& values = assert_cast(map_column.get_values()); + const auto& value_data = assert_cast(values.get_nested_column()); + ASSERT_EQ(values.size(), 2); + EXPECT_EQ(value_data.get_element(0), 100); + EXPECT_EQ(value_data.get_element(1), 200); + + auto complex_key_reader = std::make_unique( + nested_int64_schema("key", 1, 2, 1), make_nullable(std::make_shared()), + std::vector {2, 2}, std::vector {0, 1}); + auto complex_value_reader = std::make_unique( + nested_int64_schema("complex_value", 2, 3, 1), + make_nullable(std::make_shared()), std::vector {3, 3}, + std::vector {0, 1}); + auto* complex_value_reader_ptr = complex_value_reader.get(); + MapColumnReader complex_reader(nested_map_schema(), nested_map_schema().type, + std::move(complex_key_reader), std::move(complex_value_reader)); + column = complex_reader.type()->create_column(); + status = complex_reader.build_nested_column(1, column, &rows_read); + ASSERT_TRUE(status.ok()) << status; + EXPECT_EQ(complex_value_reader_ptr->build_lengths(), std::vector({2})); +} + +TEST(ParquetVirtualColumnReaderTest, RowPositionReadSkipAndInvalidArgs) { + RowPositionColumnReader reader(100); + EXPECT_EQ(reader.file_column_id(), format::ROW_POSITION_COLUMN_ID); + EXPECT_EQ(reader.parquet_leaf_column_id(), -1); + EXPECT_EQ(reader.name(), format::ROW_POSITION_COLUMN_NAME); + + auto column = reader.type()->create_column(); + int64_t rows_read = 0; + ASSERT_TRUE(reader.read(2, column, &rows_read).ok()); + ASSERT_EQ(rows_read, 2); + ASSERT_TRUE(reader.skip(3).ok()); + ASSERT_TRUE(reader.read(2, column, &rows_read).ok()); + + const auto& values = assert_cast(*column); + ASSERT_EQ(values.size(), 4); + EXPECT_EQ(values.get_element(0), 100); + EXPECT_EQ(values.get_element(1), 101); + EXPECT_EQ(values.get_element(2), 105); + EXPECT_EQ(values.get_element(3), 106); + + MutableColumnPtr null_column; + EXPECT_FALSE(reader.read(1, null_column, &rows_read).ok()); + EXPECT_FALSE(reader.read(-1, column, &rows_read).ok()); + EXPECT_FALSE(reader.read(1, column, nullptr).ok()); +} + +TEST(ParquetVirtualColumnReaderTest, GlobalRowIdReadSkipSelectAndInvalidArgs) { + format::GlobalRowIdContext context {.version = 7, .backend_id = 123456789, .file_id = 42}; + GlobalRowIdColumnReader reader(context, 10); + EXPECT_EQ(reader.file_column_id(), format::GLOBAL_ROWID_COLUMN_ID); + EXPECT_EQ(reader.parquet_leaf_column_id(), -1); + EXPECT_EQ(reader.name(), BeConsts::GLOBAL_ROWID_COL); + + auto column = reader.type()->create_column(); + int64_t rows_read = 0; + ASSERT_TRUE(reader.read(2, column, &rows_read).ok()); + ASSERT_TRUE(reader.skip(2).ok()); + ASSERT_TRUE(reader.read(1, column, &rows_read).ok()); + + const auto& strings = assert_cast(*column); + ASSERT_EQ(strings.size(), 3); + const auto first = decode_rowid(strings, 0); + EXPECT_EQ(first.version, context.version); + EXPECT_EQ(first.backend_id, context.backend_id); + EXPECT_EQ(first.file_id, context.file_id); + EXPECT_EQ(first.row_id, 10); + EXPECT_EQ(decode_rowid(strings, 1).row_id, 11); + EXPECT_EQ(decode_rowid(strings, 2).row_id, 14); + + GlobalRowIdColumnReader select_reader(context, 20); + SelectionVector selection(2); + selection.set_index(0, 1); + selection.set_index(1, 3); + auto selected_column = select_reader.type()->create_column(); + ASSERT_TRUE(select_reader.select(selection, 2, 5, selected_column).ok()); + const auto& selected_strings = assert_cast(*selected_column); + ASSERT_EQ(selected_strings.size(), 2); + EXPECT_EQ(decode_rowid(selected_strings, 0).row_id, 21); + EXPECT_EQ(decode_rowid(selected_strings, 1).row_id, 23); + + MutableColumnPtr null_column; + EXPECT_FALSE(reader.read(1, null_column, &rows_read).ok()); + EXPECT_FALSE(reader.read(-1, column, &rows_read).ok()); + EXPECT_FALSE(reader.read(1, column, nullptr).ok()); +} + +TEST(ParquetColumnReaderFactoryTest, RejectsInvalidLeafIdBeforeCreatingRecordReader) { + ParquetColumnSchema schema = int64_schema("bad_leaf"); + schema.kind = ParquetColumnSchemaKind::PRIMITIVE; + schema.leaf_column_id = 3; + schema.type_descriptor.physical_type = ::parquet::Type::INT64; + schema.type_descriptor.doris_type = schema.type; + + ParquetColumnReaderFactory factory(nullptr, 1); + std::unique_ptr reader; + const auto status = factory.create(schema, &reader); + EXPECT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("Invalid parquet leaf column id"), std::string::npos); +} + +TEST(ParquetColumnReaderFactoryTest, RejectsStructInvalidAndEmptyProjection) { + auto schema = struct_schema_for_projection(); + ParquetColumnReaderFactory factory(nullptr, 0); + std::unique_ptr reader; + + auto invalid_projection = format::LocalColumnIndex::partial_local(0); + invalid_projection.children.push_back(format::LocalColumnIndex::local(9)); + auto status = factory.create(schema, &invalid_projection, &reader); + EXPECT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("invalid child"), std::string::npos); + + auto empty_projection = format::LocalColumnIndex::partial_local(0); + status = factory.create(schema, &empty_projection, &reader); + EXPECT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("contains no children"), std::string::npos); +} + +TEST(ParquetColumnReaderFactoryTest, RejectsListProjectionWithoutElement) { + auto schema = list_schema_for_projection(); + ParquetColumnReaderFactory factory(nullptr, 0); + std::unique_ptr reader; + + auto projection = format::LocalColumnIndex::partial_local(0); + const auto status = factory.create(schema, &projection, &reader); + EXPECT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("contains no element"), std::string::npos); +} + +TEST(ParquetColumnReaderFactoryTest, RejectsMapInvalidAndKeyOnlyProjection) { + auto schema = map_schema_for_projection(); + ParquetColumnReaderFactory factory(nullptr, 0); + std::unique_ptr reader; + + auto invalid_projection = format::LocalColumnIndex::partial_local(0); + invalid_projection.children.push_back(format::LocalColumnIndex::local(1)); + invalid_projection.children.push_back(format::LocalColumnIndex::local(9)); + auto status = factory.create(schema, &invalid_projection, &reader); + EXPECT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("invalid child"), std::string::npos); + + auto key_only_projection = format::LocalColumnIndex::partial_local(0); + key_only_projection.children.push_back(format::LocalColumnIndex::local(0)); + status = factory.create(schema, &key_only_projection, &reader); + EXPECT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("contains no value"), std::string::npos); +} + +} // namespace doris::format::parquet diff --git a/be/test/format_v2/parquet/parquet_reader_test.cpp b/be/test/format_v2/parquet/parquet_reader_test.cpp new file mode 100644 index 00000000000000..4ce8a1b7f66648 --- /dev/null +++ b/be/test/format_v2/parquet/parquet_reader_test.cpp @@ -0,0 +1,2048 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/parquet/parquet_reader.h" + +#include +#include +#include +#include +#include +#include + +#include +#include +#include +#include +#include +#include +#include +#include +#include + +#include "core/assert_cast.h" +#include "core/block/block.h" +#include "core/column/column_nullable.h" +#include "core/column/column_string.h" +#include "core/column/column_vector.h" +#include "core/data_type/data_type_array.h" +#include "core/data_type/data_type_map.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" +#include "core/data_type/data_type_struct.h" +#include "core/data_type/primitive_type.h" +#include "core/field.h" +#include "exprs/vexpr.h" +#include "exprs/vexpr_context.h" +#include "exprs/vslot_ref.h" +#include "format_v2/column_mapper.h" +#include "format_v2/expr/delete_predicate.h" +#include "format_v2/file_reader.h" +#include "format_v2/parquet/parquet_column_schema.h" +#include "format_v2/parquet/parquet_scan.h" +#include "format_v2/parquet/reader/column_reader.h" +#include "format_v2/table_reader.h" +#include "gen_cpp/Types_types.h" +#include "io/io_common.h" +#include "runtime/runtime_state.h" +#include "storage/predicate/predicate_creator.h" +#include "storage/segment/condition_cache.h" +#include "storage/utils.h" + +namespace doris { +namespace { + +constexpr int64_t ROW_COUNT = 5; + +format::LocalColumnIndex field_projection(int32_t column_id) { + return format::LocalColumnIndex {.index = column_id}; +} + +template +const ColumnType& nullable_nested_column(const Block& block, size_t position) { + const IColumn* column = block.get_by_position(position).column.get(); + int nullable_depth = 0; + while (const auto* nullable = check_and_get_column(*column)) { + const auto& null_map = nullable->get_null_map_data(); + for (size_t row = 0; row < null_map.size(); ++row) { + EXPECT_EQ(null_map[row], 0) << "Unexpected null at row " << row << ", column position " + << position << ", nullable depth " << nullable_depth; + } + column = &nullable->get_nested_column(); + ++nullable_depth; + } + EXPECT_GT(nullable_depth, 0) << "Expected a nullable file-local column at position " + << position; + return assert_cast(*column); +} + +class Int32GreaterThanExpr final : public VExpr { +public: + Int32GreaterThanExpr(int column_id, int32_t value) + : VExpr(std::make_shared(), false), + _column_id(column_id), + _value(value) {} + + Status execute_column_impl(VExprContext* context, const Block* block, const Selector* selector, + size_t count, ColumnPtr& result_column) const override { + const auto& input = nullable_nested_column(*block, _column_id); + auto result = ColumnUInt8::create(); + auto& result_data = result->get_data(); + result_data.resize(count); + for (size_t row = 0; row < count; ++row) { + const size_t input_row = selector == nullptr ? row : (*selector)[row]; + result_data[row] = input.get_element(input_row) > _value; + } + result_column = std::move(result); + return Status::OK(); + } + + const std::string& expr_name() const override { return _expr_name; } + +private: + const int _column_id; + const int32_t _value; + const std::string _expr_name = "Int32GreaterThanExpr"; +}; + +class Int32SumGreaterThanExpr final : public VExpr { +public: + Int32SumGreaterThanExpr(int left_column_id, int right_column_id, int32_t value) + : VExpr(std::make_shared(), false), + _left_column_id(left_column_id), + _right_column_id(right_column_id), + _value(value) {} + + Status execute_column_impl(VExprContext* context, const Block* block, const Selector* selector, + size_t count, ColumnPtr& result_column) const override { + const auto& left_input = nullable_nested_column(*block, _left_column_id); + const auto& right_input = nullable_nested_column(*block, _right_column_id); + auto result = ColumnUInt8::create(); + auto& result_data = result->get_data(); + result_data.resize(count); + for (size_t row = 0; row < count; ++row) { + const size_t input_row = selector == nullptr ? row : (*selector)[row]; + result_data[row] = + left_input.get_element(input_row) + right_input.get_element(input_row) > _value; + } + result_column = std::move(result); + return Status::OK(); + } + + const std::string& expr_name() const override { return _expr_name; } + +private: + const int _left_column_id; + const int _right_column_id; + const int32_t _value; + const std::string _expr_name = "Int32SumGreaterThanExpr"; +}; + +class StringInExpr final : public VExpr { +public: + StringInExpr(int column_id, std::vector values) + : VExpr(std::make_shared(), false), + _column_id(column_id), + _values(std::move(values)) {} + + Status execute_column_impl(VExprContext* context, const Block* block, const Selector* selector, + size_t count, ColumnPtr& result_column) const override { + const auto& input = nullable_nested_column(*block, _column_id); + auto result = ColumnUInt8::create(); + auto& result_data = result->get_data(); + result_data.resize(count); + for (size_t row = 0; row < count; ++row) { + const size_t input_row = selector == nullptr ? row : (*selector)[row]; + const auto value = input.get_data_at(input_row).to_string(); + result_data[row] = std::find(_values.begin(), _values.end(), value) != _values.end(); + } + result_column = std::move(result); + return Status::OK(); + } + + const std::string& expr_name() const override { return _expr_name; } + +private: + const int _column_id; + const std::vector _values; + const std::string _expr_name = "StringInExpr"; +}; + +VExprContextSPtr create_int32_greater_than_conjunct(int column_id, int32_t value) { + auto ctx = + VExprContext::create_shared(std::make_shared(column_id, value)); + ctx->_prepared = true; + ctx->_opened = true; + return ctx; +} + +VExprContextSPtr create_int32_sum_greater_than_conjunct(int left_column_id, int right_column_id, + int32_t value) { + auto ctx = VExprContext::create_shared( + std::make_shared(left_column_id, right_column_id, value)); + ctx->_prepared = true; + ctx->_opened = true; + return ctx; +} + +VExprContextSPtr create_string_in_conjunct(int column_id, std::vector values) { + auto ctx = VExprContext::create_shared( + std::make_shared(column_id, std::move(values))); + ctx->_prepared = true; + ctx->_opened = true; + return ctx; +} + +std::shared_ptr finish_array(arrow::ArrayBuilder* builder) { + std::shared_ptr array; + EXPECT_TRUE(builder->Finish(&array).ok()); + return array; +} + +std::shared_ptr build_int32_array(const std::vector& values) { + arrow::Int32Builder builder; + for (const auto value : values) { + EXPECT_TRUE(builder.Append(value).ok()); + } + return finish_array(&builder); +} + +std::shared_ptr build_string_array(const std::vector& values) { + arrow::StringBuilder builder; + for (const auto& value : values) { + EXPECT_TRUE(builder.Append(value).ok()); + } + return finish_array(&builder); +} + +std::shared_ptr build_timestamp_array(const std::shared_ptr& type, + const std::vector& values) { + arrow::TimestampBuilder builder(type, arrow::default_memory_pool()); + for (const auto value : values) { + EXPECT_TRUE(builder.Append(value).ok()); + } + return finish_array(&builder); +} + +std::shared_ptr build_struct_array(const std::vector& ids, + const std::vector& names) { + auto struct_type = arrow::struct_({arrow::field("id", arrow::int32(), false), + arrow::field("name", arrow::utf8(), false)}); + std::vector> field_builders; + auto id_builder = std::make_unique(); + field_builders.push_back(std::shared_ptr(std::move(id_builder))); + auto name_builder = std::make_unique(); + field_builders.push_back(std::shared_ptr(std::move(name_builder))); + arrow::StructBuilder builder(struct_type, arrow::default_memory_pool(), + std::move(field_builders)); + auto* struct_id_builder = assert_cast(builder.field_builder(0)); + auto* struct_name_builder = assert_cast(builder.field_builder(1)); + for (size_t row = 0; row < ids.size(); ++row) { + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(struct_id_builder->Append(ids[row]).ok()); + EXPECT_TRUE(struct_name_builder->Append(names[row]).ok()); + } + return finish_array(&builder); +} + +void write_parquet_file(const std::string& file_path, int64_t row_group_size = ROW_COUNT) { + auto schema = arrow::schema({ + arrow::field("id", arrow::int32(), false), + arrow::field("value", arrow::utf8(), false), + }); + auto table = arrow::Table::Make(schema, + {build_int32_array({1, 2, 3, 4, 5}), + build_string_array({"one", "two", "three", "four", "five"})}); + + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder builder; + builder.version(::parquet::ParquetVersion::PARQUET_2_6); + builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + builder.compression(::parquet::Compression::UNCOMPRESSED); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, + row_group_size, builder.build())); +} + +void write_int96_timestamp_parquet_file(const std::string& file_path) { + auto field = arrow::field("ts_tz", arrow::timestamp(arrow::TimeUnit::MICRO), true); + auto array = + build_timestamp_array(arrow::timestamp(arrow::TimeUnit::MICRO), + {1735660800000000LL, 1735660800123456LL, 1735689600000000LL}); + auto table = arrow::Table::Make(arrow::schema({field}), {array}); + + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder writer_builder; + writer_builder.version(::parquet::ParquetVersion::PARQUET_2_6); + writer_builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + writer_builder.compression(::parquet::Compression::UNCOMPRESSED); + ::parquet::ArrowWriterProperties::Builder arrow_builder; + arrow_builder.enable_force_write_int96_timestamps(); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, + ROW_COUNT, writer_builder.build(), + arrow_builder.build())); +} + +void write_int_pair_parquet_file(const std::string& file_path, int64_t row_group_size = ROW_COUNT) { + auto schema = arrow::schema({ + arrow::field("id", arrow::int32(), false), + arrow::field("score", arrow::int32(), false), + arrow::field("value", arrow::utf8(), false), + }); + auto table = arrow::Table::Make( + schema, {build_int32_array({1, 2, 3, 4, 5}), build_int32_array({1, 2, 3, 4, 5}), + build_string_array({"one", "two", "three", "four", "five"})}); + + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder builder; + builder.version(::parquet::ParquetVersion::PARQUET_2_6); + builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + builder.compression(::parquet::Compression::UNCOMPRESSED); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, + row_group_size, builder.build())); +} + +void write_condition_cache_parquet_file(const std::string& file_path) { + constexpr int64_t row_count = ConditionCacheContext::GRANULE_SIZE * 2; + std::vector ids(row_count); + std::iota(ids.begin(), ids.end(), 0); + + auto schema = arrow::schema({arrow::field("id", arrow::int32(), false)}); + auto table = arrow::Table::Make(schema, {build_int32_array(ids)}); + + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder builder; + builder.version(::parquet::ParquetVersion::PARQUET_2_6); + builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + builder.compression(::parquet::Compression::UNCOMPRESSED); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, + row_count, builder.build())); +} + +void write_struct_filter_parquet_file(const std::string& file_path) { + auto id_field = arrow::field("id", arrow::int32(), false); + auto name_field = arrow::field("name", arrow::utf8(), false); + auto struct_type = arrow::struct_({id_field, name_field}); + auto schema = arrow::schema({ + arrow::field("s", struct_type, false), + }); + auto table = arrow::Table::Make( + schema, {build_struct_array({1, 2, 10, 11}, {"one", "two", "ten", "eleven"})}); + + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder builder; + builder.version(::parquet::ParquetVersion::PARQUET_2_6); + builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + builder.compression(::parquet::Compression::UNCOMPRESSED); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, 2, + builder.build())); +} + +void write_dictionary_filter_parquet_file(const std::string& file_path) { + auto schema = arrow::schema({ + arrow::field("id", arrow::int32(), false), + arrow::field("value", arrow::utf8(), false), + }); + auto table = + arrow::Table::Make(schema, {build_int32_array({1, 2, 3, 4, 5, 6}), + build_string_array({"aa", "az", "lm", "lz", "za", "zz"})}); + + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder builder; + builder.version(::parquet::ParquetVersion::PARQUET_2_6); + builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + builder.compression(::parquet::Compression::UNCOMPRESSED); + builder.enable_dictionary("value"); + builder.disable_dictionary("id"); + builder.disable_statistics(); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, 1, + builder.build())); +} + +void write_nested_dictionary_filter_parquet_file(const std::string& file_path) { + auto id_field = arrow::field("id", arrow::int32(), false); + auto name_field = arrow::field("name", arrow::utf8(), false); + auto struct_type = arrow::struct_({id_field, name_field}); + auto schema = arrow::schema({ + arrow::field("s", struct_type, false), + }); + auto table = arrow::Table::Make( + schema, {build_struct_array({1, 2, 3, 4, 5, 6}, {"aa", "az", "lm", "lz", "za", "zz"})}); + + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder builder; + builder.version(::parquet::ParquetVersion::PARQUET_2_6); + builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + builder.compression(::parquet::Compression::UNCOMPRESSED); + builder.enable_dictionary("s.name"); + builder.disable_dictionary("s.identifier.field_id"); + builder.disable_statistics(); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, 1, + builder.build())); +} + +void write_dictionary_edge_parquet_file(const std::string& file_path) { + auto schema = arrow::schema({ + arrow::field("id", arrow::int32(), false), + arrow::field("value", arrow::utf8(), false), + }); + auto table = arrow::Table::Make( + schema, + {build_int32_array({1, 2, 3, 4, 5, 6, 7, 8}), + build_string_array({"", "same", "other", "long-value", "", "tail", "same", "last"})}); + + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder builder; + builder.version(::parquet::ParquetVersion::PARQUET_2_6); + builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + builder.compression(::parquet::Compression::UNCOMPRESSED); + builder.enable_dictionary("value"); + builder.disable_dictionary("id"); + builder.disable_statistics(); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, 2, + builder.build())); +} + +void write_nested_page_index_filter_parquet_file(const std::string& file_path) { + std::vector ids(128); + std::iota(ids.begin(), ids.end(), 0); + std::vector names; + names.reserve(ids.size()); + for (const auto id : ids) { + names.push_back("name-" + std::to_string(id)); + } + auto id_field = arrow::field("id", arrow::int32(), false); + auto name_field = arrow::field("name", arrow::utf8(), false); + auto struct_type = arrow::struct_({id_field, name_field}); + auto schema = arrow::schema({ + arrow::field("s", struct_type, false), + }); + auto table = arrow::Table::Make(schema, {build_struct_array(ids, names)}); + + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder builder; + builder.version(::parquet::ParquetVersion::PARQUET_2_6); + builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + builder.compression(::parquet::Compression::UNCOMPRESSED); + builder.disable_dictionary(); + builder.enable_write_page_index(); + builder.write_batch_size(8); + builder.data_pagesize(10); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, + ids.size(), builder.build())); +} + +void write_page_index_filter_parquet_file(const std::string& file_path) { + std::vector ids(128); + std::iota(ids.begin(), ids.end(), 0); + auto schema = arrow::schema({ + arrow::field("id", arrow::int32(), false), + }); + auto table = arrow::Table::Make(schema, {build_int32_array(ids)}); + + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder builder; + builder.version(::parquet::ParquetVersion::PARQUET_2_6); + builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + builder.compression(::parquet::Compression::UNCOMPRESSED); + builder.disable_dictionary(); + builder.enable_write_page_index(); + builder.write_batch_size(8); + builder.data_pagesize(10); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, + ids.size(), builder.build())); +} + +void write_page_index_filter_pair_parquet_file(const std::string& file_path) { + std::vector ids(128); + std::iota(ids.begin(), ids.end(), 0); + std::vector payloads; + payloads.reserve(ids.size()); + for (const auto id : ids) { + payloads.push_back(id + 1000); + } + auto schema = arrow::schema({ + arrow::field("id", arrow::int32(), false), + arrow::field("payload", arrow::int32(), false), + }); + auto table = arrow::Table::Make(schema, {build_int32_array(ids), build_int32_array(payloads)}); + + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder builder; + builder.version(::parquet::ParquetVersion::PARQUET_2_6); + builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + builder.compression(::parquet::Compression::UNCOMPRESSED); + builder.disable_dictionary(); + builder.enable_write_page_index(); + builder.write_batch_size(8); + builder.data_pagesize(10); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, + ids.size(), builder.build())); +} + +Block build_file_block(const std::vector& schema) { + Block block; + for (const auto& field : schema) { + block.insert({field.type->create_column(), field.type, field.name}); + } + return block; +} + +Block build_file_block_with_row_position(const std::vector& schema) { + auto block = build_file_block(schema); + const auto row_position_field = format::row_position_column_definition(); + block.insert({row_position_field.type->create_column(), row_position_field.type, + row_position_field.name}); + return block; +} + +void use_schema_order_positions(format::FileScanRequest* request, + const std::vector& schema) { + DORIS_CHECK(request != nullptr); + for (size_t idx = 0; idx < schema.size(); ++idx) { + request->local_positions.emplace(format::LocalColumnId(schema[idx].local_id), + format::LocalIndex(idx)); + } +} + +int64_t parquet_column_start_offset(const ::parquet::ColumnChunkMetaData& column_metadata) { + return column_metadata.has_dictionary_page() + ? static_cast(column_metadata.dictionary_page_offset()) + : static_cast(column_metadata.data_page_offset()); +} + +std::pair row_group_mid_range(const std::string& file_path, int row_group_idx) { + auto reader = ::parquet::ParquetFileReader::OpenFile(file_path, false); + auto metadata = reader->metadata(); + auto row_group_metadata = metadata->RowGroup(row_group_idx); + auto first_column = row_group_metadata->ColumnChunk(0); + auto last_column = row_group_metadata->ColumnChunk(row_group_metadata->num_columns() - 1); + const int64_t row_group_start_offset = parquet_column_start_offset(*first_column); + const int64_t row_group_end_offset = + parquet_column_start_offset(*last_column) + last_column->total_compressed_size(); + const int64_t row_group_mid_offset = + row_group_start_offset + (row_group_end_offset - row_group_start_offset) / 2; + return {row_group_mid_offset, 1}; +} + +GlobalRowLoacationV2 decode_rowid(const ColumnString& column, size_t row) { + const auto ref = column.get_data_at(row); + EXPECT_EQ(ref.size, sizeof(GlobalRowLoacationV2)); + GlobalRowLoacationV2 location(0, 0, 0, 0); + std::memcpy(&location, ref.data, sizeof(GlobalRowLoacationV2)); + return location; +} + +class TestFileReader final : public format::FileReader { +public: + TestFileReader(std::shared_ptr& system_properties, + std::unique_ptr& file_description, + std::shared_ptr io_ctx) + : format::FileReader(system_properties, file_description, io_ctx, nullptr) {} + + Status get_schema(std::vector* file_schema) const override { + file_schema->clear(); + format::ColumnDefinition field; + field.identifier = Field::create_field(0); + field.name = "id"; + field.type = std::make_shared(); + file_schema->push_back(std::move(field)); + return Status::OK(); + } + + bool has_request() const { return _request != nullptr; } + + bool eof() const { return _eof; } + + bool has_io_context() const { return _io_ctx != nullptr; } + + long io_context_use_count() const { return _io_ctx.use_count(); } +}; + +TEST(FileReaderTest, OpenStoresRequestAndCloseKeepsRequest) { + auto system_properties = std::make_shared(); + system_properties->system_type = TFileType::FILE_LOCAL; + auto file_description = std::make_unique(); + auto io_ctx = std::make_shared(); + TestFileReader reader(system_properties, file_description, io_ctx); + + auto request = std::make_shared(); + request->non_predicate_columns.push_back(field_projection(0)); + ASSERT_TRUE(reader.open(request).ok()); + EXPECT_NE(request, nullptr); + EXPECT_TRUE(reader.has_request()); + + ASSERT_TRUE(reader.close().ok()); + EXPECT_TRUE(reader.has_request()); + EXPECT_TRUE(reader.eof()); +} + +TEST(FileReaderTest, CloseReleasesSharedIOContext) { + auto system_properties = std::make_shared(); + system_properties->system_type = TFileType::FILE_LOCAL; + auto file_description = std::make_unique(); + auto io_ctx = std::make_shared(); + std::weak_ptr weak_io_ctx = io_ctx; + TestFileReader reader(system_properties, file_description, io_ctx); + + EXPECT_TRUE(reader.has_io_context()); + EXPECT_EQ(reader.io_context_use_count(), 2); + io_ctx.reset(); + EXPECT_FALSE(weak_io_ctx.expired()); + EXPECT_EQ(reader.io_context_use_count(), 1); + + ASSERT_TRUE(reader.close().ok()); + EXPECT_FALSE(reader.has_io_context()); + EXPECT_TRUE(weak_io_ctx.expired()); +} + +class NewParquetReaderTest : public testing::Test { +protected: + void SetUp() override { + _test_dir = std::filesystem::temp_directory_path() / "doris_format_v2_parquet_reader_test"; + std::filesystem::remove_all(_test_dir); + std::filesystem::create_directories(_test_dir); + _file_path = (_test_dir / "reader.parquet").string(); + write_parquet_file(_file_path); + } + + void TearDown() override { std::filesystem::remove_all(_test_dir); } + + std::unique_ptr create_reader( + int64_t range_start_offset = 0, int64_t range_size = -1, + RuntimeProfile* profile = nullptr, bool enable_mapping_timestamp_tz = false, + std::shared_ptr io_ctx = nullptr, + std::optional global_rowid_context = std::nullopt) const { + auto system_properties = std::make_shared(); + system_properties->system_type = TFileType::FILE_LOCAL; + auto file_description = std::make_unique(); + file_description->path = _file_path; + file_description->file_size = static_cast(std::filesystem::file_size(_file_path)); + file_description->range_start_offset = range_start_offset; + file_description->range_size = range_size; + return std::make_unique( + system_properties, file_description, std::move(io_ctx), profile, + global_rowid_context, enable_mapping_timestamp_tz); + } + + std::filesystem::path _test_dir; + std::string _file_path; +}; + +TEST_F(NewParquetReaderTest, GetSchemaReturnsFileLocalColumns) { + auto reader = create_reader(); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + ASSERT_EQ(schema.size(), 2); + EXPECT_EQ(schema[0].local_id, 0); + EXPECT_EQ(schema[0].name, "id"); + ASSERT_TRUE(schema[0].type->is_nullable()); + EXPECT_EQ(remove_nullable(schema[0].type)->get_primitive_type(), TYPE_INT); + EXPECT_EQ(schema[1].local_id, 1); + EXPECT_EQ(schema[1].name, "value"); + ASSERT_TRUE(schema[1].type->is_nullable()); + EXPECT_EQ(remove_nullable(schema[1].type)->get_primitive_type(), TYPE_STRING); +} + +// Scenario: Parquet is columnar and supports predicate/non-predicate split, nested projection and +// file-layer pruning hints. The reader declares those scan-request capabilities by choosing +// ParquetColumnMapper itself. +TEST_F(NewParquetReaderTest, CreatesParquetColumnMapper) { + auto reader = create_reader(); + auto mapper = + reader->create_column_mapper({.mode = format::TableColumnMappingMode::BY_FIELD_ID}); + + ASSERT_NE(dynamic_cast(mapper.get()), nullptr); +} + +TEST_F(NewParquetReaderTest, GetSchemaReturnsNullableNestedChildren) { + write_struct_filter_parquet_file(_file_path); + auto reader = create_reader(); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + ASSERT_EQ(schema.size(), 1); + EXPECT_EQ(schema[0].name, "s"); + ASSERT_TRUE(schema[0].type->is_nullable()); + ASSERT_EQ(schema[0].children.size(), 2); + EXPECT_EQ(schema[0].children[0].name, "id"); + ASSERT_TRUE(schema[0].children[0].type->is_nullable()); + EXPECT_EQ(remove_nullable(schema[0].children[0].type)->get_primitive_type(), TYPE_INT); + EXPECT_EQ(schema[0].children[1].name, "name"); + ASSERT_TRUE(schema[0].children[1].type->is_nullable()); + EXPECT_EQ(remove_nullable(schema[0].children[1].type)->get_primitive_type(), TYPE_STRING); + + const auto* struct_type = + assert_cast(remove_nullable(schema[0].type).get()); + ASSERT_EQ(struct_type->get_elements().size(), 2); + EXPECT_TRUE(struct_type->get_element(0)->is_nullable()); + EXPECT_TRUE(struct_type->get_element(1)->is_nullable()); +} + +TEST_F(NewParquetReaderTest, GetSchemaKeepsInt96AsDateTimeV2WhenTimestampTzMappingEnabled) { + write_int96_timestamp_parquet_file(_file_path); + auto reader = create_reader(0, -1, nullptr, true); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + ASSERT_EQ(schema.size(), 1); + EXPECT_EQ(schema[0].name, "ts_tz"); + ASSERT_TRUE(schema[0].type->is_nullable()); + EXPECT_EQ(remove_nullable(schema[0].type)->get_primitive_type(), TYPE_DATETIMEV2); + EXPECT_EQ(remove_nullable(schema[0].type)->get_scale(), 6); +} + +TEST_F(NewParquetReaderTest, ReadSingleRowGroupThenEof) { + auto reader = create_reader(); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + Block block = build_file_block(schema); + + auto request = std::make_shared(); + request->non_predicate_columns = {field_projection(0), field_projection(1)}; + ASSERT_TRUE(reader->open(request).ok()); + + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + EXPECT_FALSE(eof); + ASSERT_EQ(rows, ROW_COUNT); + + const auto& ids = nullable_nested_column(block, 0); + const auto& values = nullable_nested_column(block, 1); + ASSERT_EQ(ids.size(), ROW_COUNT); + ASSERT_EQ(values.size(), ROW_COUNT); + EXPECT_EQ(ids.get_element(0), 1); + EXPECT_EQ(ids.get_element(4), 5); + EXPECT_EQ(values.get_data_at(0).to_string(), "one"); + EXPECT_EQ(values.get_data_at(4).to_string(), "five"); + + rows = 0; + eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + EXPECT_TRUE(eof); + EXPECT_EQ(rows, 0); +} + +TEST_F(NewParquetReaderTest, ConditionCacheMissMarksSurvivingGranules) { + write_condition_cache_parquet_file(_file_path); + auto reader = create_reader(); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + ASSERT_EQ(schema.size(), 1); + + auto request = std::make_shared(); + request->predicate_columns = {field_projection(0)}; + request->conjuncts.push_back( + create_int32_greater_than_conjunct(0, ConditionCacheContext::GRANULE_SIZE - 1)); + use_schema_order_positions(request.get(), schema); + ASSERT_TRUE(reader->open(request).ok()); + + auto ctx = std::make_shared(); + ctx->is_hit = false; + ctx->filter_result = std::make_shared>(3, false); + reader->set_condition_cache_context(ctx); + + std::vector ids; + bool eof = false; + while (!eof) { + Block block = build_file_block(schema); + size_t rows = 0; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + if (rows == 0) { + continue; + } + const auto& id_column = nullable_nested_column(block, 0); + for (size_t row = 0; row < rows; ++row) { + ids.push_back(id_column.get_element(row)); + } + } + + ASSERT_EQ(ids.size(), ConditionCacheContext::GRANULE_SIZE); + EXPECT_EQ(ids.front(), ConditionCacheContext::GRANULE_SIZE); + EXPECT_EQ(ids.back(), ConditionCacheContext::GRANULE_SIZE * 2 - 1); + EXPECT_FALSE((*ctx->filter_result)[0]); + EXPECT_TRUE((*ctx->filter_result)[1]); + EXPECT_FALSE((*ctx->filter_result)[2]); +} + +TEST_F(NewParquetReaderTest, ConditionCacheHitSkipsFalseGranulesBeforeColumnRead) { + write_condition_cache_parquet_file(_file_path); + auto io_ctx = std::make_shared(); + auto reader = create_reader(0, -1, nullptr, false, io_ctx); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + ASSERT_EQ(schema.size(), 1); + + auto request = std::make_shared(); + request->predicate_columns = {field_projection(0)}; + request->conjuncts.push_back( + create_int32_greater_than_conjunct(0, ConditionCacheContext::GRANULE_SIZE - 1)); + use_schema_order_positions(request.get(), schema); + ASSERT_TRUE(reader->open(request).ok()); + + auto ctx = std::make_shared(); + ctx->is_hit = true; + ctx->filter_result = + std::make_shared>(std::vector {false, true, false}); + reader->set_condition_cache_context(ctx); + + Block block = build_file_block(schema); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + EXPECT_FALSE(eof); + ASSERT_EQ(rows, ConditionCacheContext::GRANULE_SIZE); + EXPECT_EQ(io_ctx->condition_cache_filtered_rows, ConditionCacheContext::GRANULE_SIZE); + + const auto& ids = nullable_nested_column(block, 0); + EXPECT_EQ(ids.get_element(0), ConditionCacheContext::GRANULE_SIZE); + EXPECT_EQ(ids.get_element(rows - 1), ConditionCacheContext::GRANULE_SIZE * 2 - 1); + + block = build_file_block(schema); + rows = 0; + eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + EXPECT_TRUE(eof); + EXPECT_EQ(rows, 0); +} + +TEST_F(NewParquetReaderTest, ReadMultipleRowGroups) { + write_parquet_file(_file_path, 2); + auto parquet_file_reader = ::parquet::ParquetFileReader::OpenFile(_file_path, false); + ASSERT_EQ(parquet_file_reader->metadata()->num_row_groups(), 3); + + auto reader = create_reader(); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + auto request = std::make_shared(); + request->non_predicate_columns = {field_projection(0), field_projection(1)}; + ASSERT_TRUE(reader->open(request).ok()); + + std::vector ids; + std::vector values; + bool eof = false; + while (!eof) { + Block block = build_file_block(schema); + size_t rows = 0; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + if (rows == 0) { + continue; + } + const auto& id_column = nullable_nested_column(block, 0); + const auto& value_column = nullable_nested_column(block, 1); + for (size_t row = 0; row < rows; ++row) { + ids.push_back(id_column.get_element(row)); + values.push_back(value_column.get_data_at(row).to_string()); + } + } + + EXPECT_EQ(ids, std::vector({1, 2, 3, 4, 5})); + EXPECT_EQ(values, std::vector({"one", "two", "three", "four", "five"})); +} + +TEST_F(NewParquetReaderTest, RewriteSameLocalPathDoesNotReuseUnknownMtimePageCache) { + RuntimeProfile first_profile("new_parquet_reader_first_unknown_mtime"); + { + auto reader = create_reader(0, -1, &first_profile); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + auto request = std::make_shared(); + request->non_predicate_columns = {field_projection(0), field_projection(1)}; + ASSERT_TRUE(reader->open(request).ok()); + + bool eof = false; + while (!eof) { + Block block = build_file_block(schema); + size_t rows = 0; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + } + } + + ASSERT_NE(first_profile.get_counter("PageReadCount"), nullptr); + ASSERT_NE(first_profile.get_counter("PageCacheWriteCount"), nullptr); + EXPECT_EQ(first_profile.get_counter("PageReadCount")->value(), 0); + EXPECT_EQ(first_profile.get_counter("PageCacheWriteCount")->value(), 0); + + // LocalFileReader reports mtime as 0. Rewriting the same path must not reuse page-cache bytes + // from the previous physical file, even when the query option enables parquet file page cache. + write_int_pair_parquet_file(_file_path); + RuntimeProfile second_profile("new_parquet_reader_second_unknown_mtime"); + auto reader = create_reader(0, -1, &second_profile); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + auto request = std::make_shared(); + request->non_predicate_columns = {field_projection(0), field_projection(1)}; + ASSERT_TRUE(reader->open(request).ok()); + + std::vector ids; + std::vector scores; + bool eof = false; + while (!eof) { + Block block = build_file_block(schema); + size_t rows = 0; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + if (rows == 0) { + continue; + } + const auto& id_column = nullable_nested_column(block, 0); + const auto& score_column = nullable_nested_column(block, 1); + for (size_t row = 0; row < rows; ++row) { + ids.push_back(id_column.get_element(row)); + scores.push_back(score_column.get_element(row)); + } + } + + EXPECT_EQ(ids, std::vector({1, 2, 3, 4, 5})); + EXPECT_EQ(scores, std::vector({1, 2, 3, 4, 5})); + ASSERT_NE(second_profile.get_counter("PageReadCount"), nullptr); + ASSERT_NE(second_profile.get_counter("PageCacheWriteCount"), nullptr); + EXPECT_EQ(second_profile.get_counter("PageReadCount")->value(), 0); + EXPECT_EQ(second_profile.get_counter("PageCacheWriteCount")->value(), 0); +} + +TEST_F(NewParquetReaderTest, ReadPredicateAndNonPredicateColumnsWithSelection) { + RuntimeProfile profile("new_parquet_reader_filter_profile"); + auto reader = create_reader(0, -1, &profile); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + Block block = build_file_block(schema); + + auto request = std::make_shared(); + request->predicate_columns = {field_projection(0)}; + request->non_predicate_columns = {field_projection(1)}; + request->conjuncts.push_back(create_int32_greater_than_conjunct(0, 2)); + format::FileColumnPredicateFilter column_filter; + column_filter.file_column_id = format::LocalColumnId(0); + column_filter.predicates.push_back(create_comparison_predicate( + 0, "id", schema[0].type, Field::create_field(2), false)); + request->column_predicate_filters.push_back(std::move(column_filter)); + ASSERT_TRUE(reader->open(request).ok()); + + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + EXPECT_FALSE(eof); + ASSERT_EQ(rows, 3); + + const auto& ids = nullable_nested_column(block, 0); + const auto& values = nullable_nested_column(block, 1); + ASSERT_EQ(ids.size(), 3); + ASSERT_EQ(values.size(), 3); + EXPECT_EQ(ids.get_element(0), 3); + EXPECT_EQ(ids.get_element(1), 4); + EXPECT_EQ(ids.get_element(2), 5); + EXPECT_EQ(values.get_data_at(0).to_string(), "three"); + EXPECT_EQ(values.get_data_at(1).to_string(), "four"); + EXPECT_EQ(values.get_data_at(2).to_string(), "five"); + + ASSERT_NE(profile.get_counter("FileReaderCreateTime"), nullptr); + ASSERT_NE(profile.get_counter("FileNum"), nullptr); + ASSERT_NE(profile.get_counter("RawRowsRead"), nullptr); + ASSERT_NE(profile.get_counter("SelectedRows"), nullptr); + ASSERT_NE(profile.get_counter("RowsFilteredByConjunct"), nullptr); + ASSERT_NE(profile.get_counter("TotalBatches"), nullptr); + ASSERT_NE(profile.get_counter("EmptySelectionBatches"), nullptr); + ASSERT_NE(profile.get_counter("ReaderReadRows"), nullptr); + ASSERT_NE(profile.get_counter("ReaderSkipRows"), nullptr); + ASSERT_NE(profile.get_counter("ReaderSelectRows"), nullptr); + ASSERT_NE(profile.get_counter("ArrowReadRecordsTime"), nullptr); + ASSERT_NE(profile.get_counter("MaterializationTime"), nullptr); + ASSERT_GT(profile.get_counter("FileReaderCreateTime")->value(), 0); + EXPECT_EQ(profile.get_counter("FileNum")->value(), 1); + EXPECT_EQ(profile.get_counter("RawRowsRead")->value(), ROW_COUNT); + EXPECT_EQ(profile.get_counter("SelectedRows")->value(), 3); + EXPECT_EQ(profile.get_counter("RowsFilteredByConjunct")->value(), 2); + EXPECT_EQ(profile.get_counter("TotalBatches")->value(), 1); + EXPECT_EQ(profile.get_counter("EmptySelectionBatches")->value(), 0); + EXPECT_EQ(profile.get_counter("ReaderReadRows")->value(), ROW_COUNT + 3); + EXPECT_EQ(profile.get_counter("ReaderSkipRows")->value(), 2); + EXPECT_EQ(profile.get_counter("ReaderSelectRows")->value(), 3); + EXPECT_GT(profile.get_counter("ArrowReadRecordsTime")->value(), 0); + EXPECT_GT(profile.get_counter("MaterializationTime")->value(), 0); + + rows = 0; + eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + EXPECT_TRUE(eof); + EXPECT_EQ(rows, 0); +} + +TEST_F(NewParquetReaderTest, GlobalRowIdSchemaAndSelectionUseFileRowPosition) { + format::GlobalRowIdContext context {.version = 7, .backend_id = 123456789, .file_id = 42}; + auto reader = create_reader(0, -1, nullptr, false, nullptr, context); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + ASSERT_EQ(schema.size(), 3); + EXPECT_EQ(schema[2].local_id, format::GLOBAL_ROWID_COLUMN_ID); + EXPECT_EQ(schema[2].column_type, format::GLOBAL_ROWID); + Block block = build_file_block(schema); + + auto request = std::make_shared(); + request->predicate_columns = {field_projection(0)}; + request->non_predicate_columns = {field_projection(1), + field_projection(format::GLOBAL_ROWID_COLUMN_ID)}; + request->conjuncts.push_back(create_int32_greater_than_conjunct(0, 2)); + use_schema_order_positions(request.get(), schema); + ASSERT_TRUE(reader->open(request).ok()); + + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + EXPECT_FALSE(eof); + ASSERT_EQ(rows, 3); + + const auto& ids = nullable_nested_column(block, 0); + const auto& values = nullable_nested_column(block, 1); + const auto& rowids = assert_cast(*block.get_by_position(2).column); + ASSERT_EQ(ids.size(), 3); + ASSERT_EQ(values.size(), 3); + ASSERT_EQ(rowids.size(), 3); + EXPECT_EQ(ids.get_element(0), 3); + EXPECT_EQ(ids.get_element(1), 4); + EXPECT_EQ(ids.get_element(2), 5); + EXPECT_EQ(values.get_data_at(0).to_string(), "three"); + EXPECT_EQ(values.get_data_at(1).to_string(), "four"); + EXPECT_EQ(values.get_data_at(2).to_string(), "five"); + + for (size_t row = 0; row < rows; ++row) { + const auto location = decode_rowid(rowids, row); + EXPECT_EQ(location.version, context.version); + EXPECT_EQ(location.backend_id, context.backend_id); + EXPECT_EQ(location.file_id, context.file_id); + EXPECT_EQ(location.row_id, static_cast(row + 2)); + } +} + +TEST_F(NewParquetReaderTest, ColumnPredicateOnlyPrunesAndDoesNotFilterRowsInsideRowGroup) { + auto reader = create_reader(); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + Block block = build_file_block(schema); + + auto request = std::make_shared(); + request->predicate_columns = {field_projection(0)}; + request->non_predicate_columns = {field_projection(1)}; + format::FileColumnPredicateFilter column_filter; + column_filter.file_column_id = format::LocalColumnId(0); + column_filter.predicates.push_back(create_comparison_predicate( + 0, "id", schema[0].type, Field::create_field(2), false)); + request->column_predicate_filters.push_back(std::move(column_filter)); + ASSERT_TRUE(reader->open(request).ok()); + + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + EXPECT_FALSE(eof); + ASSERT_EQ(rows, ROW_COUNT); + + const auto& ids = nullable_nested_column(block, 0); + const auto& values = nullable_nested_column(block, 1); + ASSERT_EQ(ids.size(), ROW_COUNT); + ASSERT_EQ(values.size(), ROW_COUNT); + EXPECT_EQ(ids.get_element(0), 1); + EXPECT_EQ(ids.get_element(4), 5); + EXPECT_EQ(values.get_data_at(0).to_string(), "one"); + EXPECT_EQ(values.get_data_at(4).to_string(), "five"); +} + +TEST_F(NewParquetReaderTest, EmptySelectionUpdatesProfileCounters) { + RuntimeProfile profile("new_parquet_reader_empty_selection_profile"); + auto reader = create_reader(0, -1, &profile); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + Block block = build_file_block(schema); + + auto request = std::make_shared(); + request->predicate_columns = {field_projection(0)}; + request->non_predicate_columns = {field_projection(1)}; + request->conjuncts.push_back(create_int32_greater_than_conjunct(0, 10)); + use_schema_order_positions(request.get(), schema); + ASSERT_TRUE(reader->open(request).ok()); + + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + EXPECT_TRUE(eof); + EXPECT_EQ(rows, 0); + + ASSERT_NE(profile.get_counter("RawRowsRead"), nullptr); + ASSERT_NE(profile.get_counter("SelectedRows"), nullptr); + ASSERT_NE(profile.get_counter("RowsFilteredByConjunct"), nullptr); + ASSERT_NE(profile.get_counter("TotalBatches"), nullptr); + ASSERT_NE(profile.get_counter("EmptySelectionBatches"), nullptr); + EXPECT_EQ(profile.get_counter("RawRowsRead")->value(), ROW_COUNT); + EXPECT_EQ(profile.get_counter("SelectedRows")->value(), 0); + EXPECT_EQ(profile.get_counter("RowsFilteredByConjunct")->value(), ROW_COUNT); + EXPECT_EQ(profile.get_counter("TotalBatches")->value(), 1); + EXPECT_EQ(profile.get_counter("EmptySelectionBatches")->value(), 1); +} + +TEST_F(NewParquetReaderTest, ReadMultiPredicateColumnsBeforeExpressionFilter) { + write_int_pair_parquet_file(_file_path); + auto reader = create_reader(); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + Block block = build_file_block(schema); + + auto request = std::make_shared(); + request->predicate_columns = {field_projection(0), field_projection(1)}; + request->non_predicate_columns = {}; + request->conjuncts.push_back(create_int32_sum_greater_than_conjunct(0, 1, 7)); + ASSERT_TRUE(reader->open(request).ok()); + + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + EXPECT_FALSE(eof); + ASSERT_EQ(rows, 2); + + const auto& ids = nullable_nested_column(block, 0); + const auto& scores = nullable_nested_column(block, 1); + ASSERT_EQ(ids.size(), 2); + ASSERT_EQ(scores.size(), 2); + EXPECT_EQ(ids.get_element(0), 4); + EXPECT_EQ(ids.get_element(1), 5); + EXPECT_EQ(scores.get_element(0), 4); + EXPECT_EQ(scores.get_element(1), 5); +} + +TEST_F(NewParquetReaderTest, PredicateColumnFiltersBeforeNonPredicateRead) { + auto reader = create_reader(); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + Block block = build_file_block(schema); + + auto request = std::make_shared(); + request->predicate_columns = {field_projection(0)}; + request->non_predicate_columns = {field_projection(1)}; + request->conjuncts.push_back(create_int32_greater_than_conjunct(0, 2)); + ASSERT_TRUE(reader->open(request).ok()); + + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + EXPECT_FALSE(eof); + ASSERT_EQ(rows, 3); + + const auto& ids = nullable_nested_column(block, 0); + const auto& values = nullable_nested_column(block, 1); + ASSERT_EQ(ids.size(), 3); + ASSERT_EQ(values.size(), 3); + EXPECT_EQ(ids.get_element(0), 3); + EXPECT_EQ(ids.get_element(1), 4); + EXPECT_EQ(ids.get_element(2), 5); + EXPECT_EQ(values.get_data_at(0).to_string(), "three"); + EXPECT_EQ(values.get_data_at(1).to_string(), "four"); + EXPECT_EQ(values.get_data_at(2).to_string(), "five"); +} + +TEST_F(NewParquetReaderTest, NonPredicateColumnKeepsSelectionFromPredicateColumn) { + write_int_pair_parquet_file(_file_path); + auto reader = create_reader(); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + Block block = build_file_block(schema); + + auto request = std::make_shared(); + request->predicate_columns = {field_projection(0)}; + request->non_predicate_columns = {field_projection(1)}; + request->conjuncts.push_back(create_int32_greater_than_conjunct(0, 2)); + ASSERT_TRUE(reader->open(request).ok()); + + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + EXPECT_FALSE(eof); + ASSERT_EQ(rows, 3); + + const auto& ids = nullable_nested_column(block, 0); + const auto& scores = nullable_nested_column(block, 1); + ASSERT_EQ(ids.size(), 3); + ASSERT_EQ(scores.size(), 3); + EXPECT_EQ(ids.get_element(0), 3); + EXPECT_EQ(ids.get_element(1), 4); + EXPECT_EQ(ids.get_element(2), 5); + EXPECT_EQ(scores.get_element(0), 3); + EXPECT_EQ(scores.get_element(1), 4); + EXPECT_EQ(scores.get_element(2), 5); +} + +TEST_F(NewParquetReaderTest, PredicateFiltersRowGroupsByStatistics) { + write_parquet_file(_file_path, 2); + auto parquet_file_reader = ::parquet::ParquetFileReader::OpenFile(_file_path, false); + ASSERT_EQ(parquet_file_reader->metadata()->num_row_groups(), 3); + + auto reader = create_reader(); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + auto request = std::make_shared(); + request->predicate_columns = {field_projection(0)}; + request->non_predicate_columns = {field_projection(1)}; + request->conjuncts.push_back(create_int32_greater_than_conjunct(0, 2)); + format::FileColumnPredicateFilter column_filter; + column_filter.file_column_id = format::LocalColumnId(0); + column_filter.predicates.push_back(create_comparison_predicate( + 0, "id", schema[0].type, Field::create_field(2), false)); + request->column_predicate_filters.push_back(std::move(column_filter)); + ASSERT_TRUE(reader->open(request).ok()); + + std::vector ids; + std::vector values; + bool eof = false; + while (!eof) { + Block block = build_file_block(schema); + size_t rows = 0; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + if (rows == 0) { + continue; + } + const auto& id_column = nullable_nested_column(block, 0); + const auto& value_column = nullable_nested_column(block, 1); + for (size_t row = 0; row < rows; ++row) { + ids.push_back(id_column.get_element(row)); + values.push_back(value_column.get_data_at(row).to_string()); + } + } + + EXPECT_EQ(ids, std::vector({3, 4, 5})); + EXPECT_EQ(values, std::vector({"three", "four", "five"})); +} + +TEST_F(NewParquetReaderTest, PredicateFiltersRowGroupsByDictionary) { + write_dictionary_filter_parquet_file(_file_path); + auto parquet_file_reader = ::parquet::ParquetFileReader::OpenFile(_file_path, false); + ASSERT_EQ(parquet_file_reader->metadata()->num_row_groups(), 6); + for (int row_group_idx = 0; row_group_idx < 6; ++row_group_idx) { + auto row_group = parquet_file_reader->metadata()->RowGroup(row_group_idx); + ASSERT_NE(row_group, nullptr); + auto value_chunk = row_group->ColumnChunk(1); + ASSERT_NE(value_chunk, nullptr); + ASSERT_TRUE(value_chunk->has_dictionary_page()); + ASSERT_TRUE(value_chunk->statistics() == nullptr || + !value_chunk->statistics()->HasMinMax()); + } + + std::vector> file_schema; + auto schema_descriptor = parquet_file_reader->metadata()->schema(); + ASSERT_NE(schema_descriptor, nullptr); + ASSERT_TRUE( + format::parquet::build_parquet_column_schema(*schema_descriptor, &file_schema).ok()); + ASSERT_EQ(file_schema.size(), 2); + + format::FileScanRequest plan_request; + format::FileColumnPredicateFilter plan_column_filter; + plan_column_filter.file_column_id = format::LocalColumnId(1); + auto value_type = std::make_shared(); + plan_column_filter.predicates.push_back(create_comparison_predicate( + 1, "value", value_type, Field::create_field("lm"), false)); + plan_request.column_predicate_filters.push_back(std::move(plan_column_filter)); + + format::parquet::RowGroupScanPlan plan; + format::parquet::ParquetScanRange scan_range; + ASSERT_TRUE(format::parquet::plan_parquet_row_groups(*parquet_file_reader->metadata(), + parquet_file_reader.get(), file_schema, + plan_request, scan_range, false, &plan) + .ok()); + EXPECT_EQ(plan.pruning_stats.total_row_groups, 6); + EXPECT_EQ(plan.pruning_stats.selected_row_groups, 1); + EXPECT_EQ(plan.pruning_stats.filtered_row_groups_by_dictionary, 5); + EXPECT_EQ(plan.pruning_stats.filtered_group_rows, 5); + EXPECT_EQ(plan.pruning_stats.selected_row_ranges, 1); + + auto reader = create_reader(); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + auto request = std::make_shared(); + request->predicate_columns = {field_projection(1)}; + request->non_predicate_columns = {field_projection(0)}; + request->conjuncts.push_back(create_string_in_conjunct(1, {"lm"})); + use_schema_order_positions(request.get(), schema); + format::FileColumnPredicateFilter column_filter; + column_filter.file_column_id = format::LocalColumnId(1); + column_filter.predicates.push_back(create_comparison_predicate( + 1, "value", schema[1].type, Field::create_field("lm"), false)); + request->column_predicate_filters.push_back(std::move(column_filter)); + ASSERT_TRUE(reader->open(request).ok()); + + std::vector ids; + std::vector values; + bool eof = false; + while (!eof) { + Block block = build_file_block(schema); + size_t rows = 0; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + if (rows == 0) { + continue; + } + const auto& id_column = nullable_nested_column(block, 0); + const auto& value_column = nullable_nested_column(block, 1); + for (size_t row = 0; row < rows; ++row) { + ids.push_back(id_column.get_element(row)); + values.push_back(value_column.get_data_at(row).to_string()); + } + } + + EXPECT_EQ(ids, std::vector({3})); + EXPECT_EQ(values, std::vector({"lm"})); +} + +TEST_F(NewParquetReaderTest, ScanRangeFiltersRowGroupsBeforeDictionaryPruning) { + write_dictionary_filter_parquet_file(_file_path); + auto parquet_file_reader = ::parquet::ParquetFileReader::OpenFile(_file_path, false); + ASSERT_EQ(parquet_file_reader->metadata()->num_row_groups(), 6); + + std::vector> file_schema; + auto schema_descriptor = parquet_file_reader->metadata()->schema(); + ASSERT_NE(schema_descriptor, nullptr); + ASSERT_TRUE( + format::parquet::build_parquet_column_schema(*schema_descriptor, &file_schema).ok()); + + format::FileScanRequest request; + format::FileColumnPredicateFilter column_filter; + column_filter.file_column_id = format::LocalColumnId(1); + auto value_type = std::make_shared(); + column_filter.predicates.push_back(create_comparison_predicate( + 1, "value", value_type, Field::create_field("lm"), false)); + request.column_predicate_filters.push_back(std::move(column_filter)); + + const auto [range_start_offset, range_size] = row_group_mid_range(_file_path, 2); + format::parquet::ParquetScanRange scan_range; + scan_range.start_offset = range_start_offset; + scan_range.size = range_size; + scan_range.file_size = static_cast(std::filesystem::file_size(_file_path)); + + format::parquet::RowGroupScanPlan plan; + ASSERT_TRUE(format::parquet::plan_parquet_row_groups(*parquet_file_reader->metadata(), + parquet_file_reader.get(), file_schema, + request, scan_range, false, &plan) + .ok()); + ASSERT_EQ(plan.row_groups.size(), 1); + EXPECT_EQ(plan.row_groups[0].row_group_id, 2); + EXPECT_EQ(plan.pruning_stats.total_row_groups, 6); + EXPECT_EQ(plan.pruning_stats.selected_row_groups, 1); + EXPECT_EQ(plan.pruning_stats.filtered_row_groups_by_dictionary, 0); + EXPECT_EQ(plan.pruning_stats.filtered_group_rows, 0); +} + +TEST_F(NewParquetReaderTest, NestedStructPredicateFiltersRowGroupsByStatistics) { + write_struct_filter_parquet_file(_file_path); + auto parquet_file_reader = ::parquet::ParquetFileReader::OpenFile(_file_path, false); + ASSERT_EQ(parquet_file_reader->metadata()->num_row_groups(), 2); + + std::vector> file_schema; + auto schema_descriptor = parquet_file_reader->metadata()->schema(); + ASSERT_NE(schema_descriptor, nullptr); + ASSERT_TRUE( + format::parquet::build_parquet_column_schema(*schema_descriptor, &file_schema).ok()); + ASSERT_EQ(file_schema.size(), 1); + ASSERT_EQ(file_schema[0]->children.size(), 2); + ASSERT_EQ(file_schema[0]->children[0]->name, "id"); + + format::FileScanRequest request; + format::FileColumnPredicateFilter column_filter; + column_filter.file_column_id = format::LocalColumnId(0); + column_filter.file_child_id_path = {0}; + auto id_type = std::make_shared(); + column_filter.predicates.push_back(create_comparison_predicate( + 0, "id", id_type, Field::create_field(5), false)); + request.column_predicate_filters.push_back(std::move(column_filter)); + + format::parquet::RowGroupScanPlan plan; + format::parquet::ParquetScanRange scan_range; + ASSERT_TRUE(format::parquet::plan_parquet_row_groups(*parquet_file_reader->metadata(), + parquet_file_reader.get(), file_schema, + request, scan_range, false, &plan) + .ok()); + ASSERT_EQ(plan.row_groups.size(), 1); + EXPECT_EQ(plan.row_groups[0].row_group_id, 1); + EXPECT_EQ(plan.pruning_stats.total_row_groups, 2); + EXPECT_EQ(plan.pruning_stats.selected_row_groups, 1); + EXPECT_EQ(plan.pruning_stats.filtered_row_groups_by_statistics, 1); + EXPECT_EQ(plan.pruning_stats.filtered_group_rows, 2); +} + +TEST_F(NewParquetReaderTest, NestedStructPredicateFiltersRowGroupsByDictionary) { + write_nested_dictionary_filter_parquet_file(_file_path); + auto parquet_file_reader = ::parquet::ParquetFileReader::OpenFile(_file_path, false); + ASSERT_EQ(parquet_file_reader->metadata()->num_row_groups(), 6); + for (int row_group_idx = 0; row_group_idx < 6; ++row_group_idx) { + auto row_group = parquet_file_reader->metadata()->RowGroup(row_group_idx); + ASSERT_NE(row_group, nullptr); + auto name_chunk = row_group->ColumnChunk(1); + ASSERT_NE(name_chunk, nullptr); + ASSERT_TRUE(name_chunk->has_dictionary_page()); + ASSERT_TRUE(name_chunk->statistics() == nullptr || !name_chunk->statistics()->HasMinMax()); + } + + std::vector> file_schema; + auto schema_descriptor = parquet_file_reader->metadata()->schema(); + ASSERT_NE(schema_descriptor, nullptr); + ASSERT_TRUE( + format::parquet::build_parquet_column_schema(*schema_descriptor, &file_schema).ok()); + ASSERT_EQ(file_schema.size(), 1); + ASSERT_EQ(file_schema[0]->children.size(), 2); + ASSERT_EQ(file_schema[0]->children[1]->name, "name"); + + format::FileScanRequest request; + format::FileColumnPredicateFilter column_filter; + column_filter.file_column_id = format::LocalColumnId(0); + column_filter.file_child_id_path = {1}; + auto name_type = std::make_shared(); + column_filter.predicates.push_back(create_comparison_predicate( + 0, "name", name_type, Field::create_field("lm"), false)); + request.column_predicate_filters.push_back(std::move(column_filter)); + + format::parquet::RowGroupScanPlan plan; + format::parquet::ParquetScanRange scan_range; + ASSERT_TRUE(format::parquet::plan_parquet_row_groups(*parquet_file_reader->metadata(), + parquet_file_reader.get(), file_schema, + request, scan_range, false, &plan) + .ok()); + ASSERT_EQ(plan.row_groups.size(), 1); + EXPECT_EQ(plan.row_groups[0].row_group_id, 2); + EXPECT_EQ(plan.pruning_stats.total_row_groups, 6); + EXPECT_EQ(plan.pruning_stats.selected_row_groups, 1); + EXPECT_EQ(plan.pruning_stats.filtered_row_groups_by_dictionary, 5); + EXPECT_EQ(plan.pruning_stats.filtered_group_rows, 5); +} + +TEST_F(NewParquetReaderTest, PlannerNarrowsRowRangesByPageIndex) { + write_page_index_filter_parquet_file(_file_path); + auto parquet_file_reader = ::parquet::ParquetFileReader::OpenFile(_file_path, false); + ASSERT_EQ(parquet_file_reader->metadata()->num_row_groups(), 1); + auto page_index_reader = parquet_file_reader->GetPageIndexReader(); + ASSERT_NE(page_index_reader, nullptr); + auto row_group_index_reader = page_index_reader->RowGroup(0); + ASSERT_NE(row_group_index_reader, nullptr); + auto offset_index = row_group_index_reader->GetOffsetIndex(0); + ASSERT_NE(offset_index, nullptr); + ASSERT_GT(offset_index->page_locations().size(), 1); + + std::vector> file_schema; + auto schema_descriptor = parquet_file_reader->metadata()->schema(); + ASSERT_NE(schema_descriptor, nullptr); + ASSERT_TRUE( + format::parquet::build_parquet_column_schema(*schema_descriptor, &file_schema).ok()); + ASSERT_EQ(file_schema.size(), 1); + + format::FileScanRequest request; + format::FileColumnPredicateFilter column_filter; + column_filter.file_column_id = format::LocalColumnId(0); + auto id_type = std::make_shared(); + column_filter.predicates.push_back(create_comparison_predicate( + 0, "id", id_type, Field::create_field(63), false)); + request.column_predicate_filters.push_back(std::move(column_filter)); + + format::parquet::RowGroupScanPlan plan; + format::parquet::ParquetScanRange scan_range; + ASSERT_TRUE(format::parquet::plan_parquet_row_groups(*parquet_file_reader->metadata(), + parquet_file_reader.get(), file_schema, + request, scan_range, false, &plan) + .ok()); + ASSERT_EQ(plan.row_groups.size(), 1); + ASSERT_FALSE(plan.row_groups[0].selected_ranges.empty()); + EXPECT_GT(plan.row_groups[0].selected_ranges.front().start, 0); + EXPECT_LT(plan.row_groups[0].selected_ranges.front().length, 128); + auto skip_plan_it = plan.row_groups[0].page_skip_plans.find(0); + ASSERT_NE(skip_plan_it, plan.row_groups[0].page_skip_plans.end()); + EXPECT_EQ(skip_plan_it->second.leaf_column_id, 0); + EXPECT_GT(skip_plan_it->second.skipped_ranges.size(), 0); + EXPECT_GT(skip_plan_it->second.skipped_pages.size(), 1); + ASSERT_EQ(skip_plan_it->second.skipped_pages.size(), + skip_plan_it->second.skipped_page_compressed_sizes.size()); + int64_t skipped_compressed_bytes = 0; + for (size_t page_idx = 0; page_idx < skip_plan_it->second.skipped_pages.size(); ++page_idx) { + if (skip_plan_it->second.should_skip_page(page_idx)) { + skipped_compressed_bytes += skip_plan_it->second.skipped_page_compressed_size(page_idx); + } + } + EXPECT_GT(skipped_compressed_bytes, 0); + EXPECT_EQ(plan.pruning_stats.total_row_groups, 1); + EXPECT_EQ(plan.pruning_stats.selected_row_groups, 1); + EXPECT_EQ(plan.pruning_stats.filtered_row_groups_by_page_index, 0); + EXPECT_GT(plan.pruning_stats.filtered_page_rows, 0); + EXPECT_EQ(plan.pruning_stats.selected_row_ranges, plan.row_groups[0].selected_ranges.size()); +} + +TEST_F(NewParquetReaderTest, NestedStructPredicateNarrowsRowRangesByPageIndex) { + write_nested_page_index_filter_parquet_file(_file_path); + auto parquet_file_reader = ::parquet::ParquetFileReader::OpenFile(_file_path, false); + ASSERT_EQ(parquet_file_reader->metadata()->num_row_groups(), 1); + auto page_index_reader = parquet_file_reader->GetPageIndexReader(); + ASSERT_NE(page_index_reader, nullptr); + auto row_group_index_reader = page_index_reader->RowGroup(0); + ASSERT_NE(row_group_index_reader, nullptr); + auto offset_index = row_group_index_reader->GetOffsetIndex(0); + ASSERT_NE(offset_index, nullptr); + ASSERT_GT(offset_index->page_locations().size(), 1); + + std::vector> file_schema; + auto schema_descriptor = parquet_file_reader->metadata()->schema(); + ASSERT_NE(schema_descriptor, nullptr); + ASSERT_TRUE( + format::parquet::build_parquet_column_schema(*schema_descriptor, &file_schema).ok()); + ASSERT_EQ(file_schema.size(), 1); + ASSERT_EQ(file_schema[0]->children.size(), 2); + ASSERT_EQ(file_schema[0]->children[0]->name, "id"); + + format::FileScanRequest request; + format::FileColumnPredicateFilter column_filter; + column_filter.file_column_id = format::LocalColumnId(0); + column_filter.file_child_id_path = {0}; + auto id_type = std::make_shared(); + column_filter.predicates.push_back(create_comparison_predicate( + 0, "id", id_type, Field::create_field(63), false)); + request.column_predicate_filters.push_back(std::move(column_filter)); + + format::parquet::RowGroupScanPlan plan; + format::parquet::ParquetScanRange scan_range; + ASSERT_TRUE(format::parquet::plan_parquet_row_groups(*parquet_file_reader->metadata(), + parquet_file_reader.get(), file_schema, + request, scan_range, false, &plan) + .ok()); + ASSERT_EQ(plan.row_groups.size(), 1); + ASSERT_FALSE(plan.row_groups[0].selected_ranges.empty()); + EXPECT_GT(plan.row_groups[0].selected_ranges.front().start, 0); + EXPECT_LT(plan.row_groups[0].selected_ranges.front().length, 128); + auto skip_plan_it = plan.row_groups[0].page_skip_plans.find(0); + ASSERT_NE(skip_plan_it, plan.row_groups[0].page_skip_plans.end()); + EXPECT_EQ(skip_plan_it->second.leaf_column_id, 0); + EXPECT_GT(skip_plan_it->second.skipped_ranges.size(), 0); + EXPECT_GT(skip_plan_it->second.skipped_pages.size(), 1); + ASSERT_EQ(skip_plan_it->second.skipped_pages.size(), + skip_plan_it->second.skipped_page_compressed_sizes.size()); + int64_t skipped_compressed_bytes = 0; + for (size_t page_idx = 0; page_idx < skip_plan_it->second.skipped_pages.size(); ++page_idx) { + if (skip_plan_it->second.should_skip_page(page_idx)) { + skipped_compressed_bytes += skip_plan_it->second.skipped_page_compressed_size(page_idx); + } + } + EXPECT_GT(skipped_compressed_bytes, 0); + EXPECT_EQ(plan.pruning_stats.total_row_groups, 1); + EXPECT_EQ(plan.pruning_stats.selected_row_groups, 1); + EXPECT_EQ(plan.pruning_stats.filtered_row_groups_by_page_index, 0); + EXPECT_GT(plan.pruning_stats.filtered_page_rows, 0); + EXPECT_EQ(plan.pruning_stats.selected_row_ranges, plan.row_groups[0].selected_ranges.size()); +} + +TEST_F(NewParquetReaderTest, PageIndexFilteredPagesDoNotDoubleSkipOutputColumns) { + write_page_index_filter_pair_parquet_file(_file_path); + RuntimeProfile profile("new_parquet_reader_page_skip"); + auto reader = create_reader(0, -1, &profile); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + ASSERT_EQ(schema.size(), 2); + Block block = build_file_block(schema); + + auto request = std::make_shared(); + request->predicate_columns = {field_projection(0)}; + request->non_predicate_columns = {field_projection(1)}; + request->conjuncts.push_back(create_int32_greater_than_conjunct(0, 63)); + format::FileColumnPredicateFilter column_filter; + column_filter.file_column_id = format::LocalColumnId(0); + column_filter.predicates.push_back(create_comparison_predicate( + 0, "id", schema[0].type, Field::create_field(63), false)); + request->column_predicate_filters.push_back(std::move(column_filter)); + ASSERT_TRUE(reader->open(request).ok()); + + std::vector ids; + std::vector payloads; + bool eof = false; + while (!eof) { + size_t rows = 0; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + if (rows == 0) { + continue; + } + const auto& id_column = nullable_nested_column(block, 0); + const auto& payload_column = nullable_nested_column(block, 1); + for (size_t row = 0; row < rows; ++row) { + ids.push_back(id_column.get_element(row)); + payloads.push_back(payload_column.get_element(row)); + } + } + + ASSERT_NE(profile.get_counter("PagesSkippedByDataPageFilter"), nullptr); + ASSERT_NE(profile.get_counter("DataPageFilterSkipBytes"), nullptr); + ASSERT_NE(profile.get_counter("RawRowsRead"), nullptr); + ASSERT_NE(profile.get_counter("SelectedRows"), nullptr); + ASSERT_NE(profile.get_counter("RangeGapSkippedRows"), nullptr); + ASSERT_NE(profile.get_counter("ReaderSkipRows"), nullptr); + ASSERT_NE(profile.get_counter("RowGroupFilterTime"), nullptr); + ASSERT_NE(profile.get_counter("PageIndexFilterTime"), nullptr); + ASSERT_NE(profile.get_counter("PageIndexReadTime"), nullptr); + EXPECT_GT(profile.get_counter("PagesSkippedByDataPageFilter")->value(), 0); + EXPECT_GT(profile.get_counter("DataPageFilterSkipBytes")->value(), 0); + EXPECT_EQ(profile.get_counter("RawRowsRead")->value(), 64); + EXPECT_EQ(profile.get_counter("SelectedRows")->value(), 64); + EXPECT_GT(profile.get_counter("RangeGapSkippedRows")->value(), 0); + EXPECT_EQ(profile.get_counter("ReaderSkipRows")->value(), 0); + EXPECT_GT(profile.get_counter("RowGroupFilterTime")->value(), 0); + EXPECT_GT(profile.get_counter("PageIndexFilterTime")->value(), 0); + EXPECT_GT(profile.get_counter("PageIndexReadTime")->value(), 0); + + ASSERT_EQ(ids.size(), 64); + ASSERT_EQ(payloads.size(), ids.size()); + for (size_t row = 0; row < ids.size(); ++row) { + EXPECT_EQ(ids[row], static_cast(row + 64)); + EXPECT_EQ(payloads[row], ids[row] + 1000); + } +} + +TEST_F(NewParquetReaderTest, InPredicateFiltersRowGroupsByDictionary) { + write_dictionary_filter_parquet_file(_file_path); + auto reader = create_reader(); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + auto request = std::make_shared(); + request->predicate_columns = {field_projection(1)}; + request->non_predicate_columns = {field_projection(0)}; + request->conjuncts.push_back(create_string_in_conjunct(1, {"az", "za"})); + use_schema_order_positions(request.get(), schema); + auto set = build_set(); + set->insert(const_cast("az"), 2); + set->insert(const_cast("za"), 2); + format::FileColumnPredicateFilter column_filter; + column_filter.file_column_id = format::LocalColumnId(1); + column_filter.predicates.push_back(create_in_list_predicate( + 1, "value", schema[1].type, set, false)); + request->column_predicate_filters.push_back(std::move(column_filter)); + ASSERT_TRUE(reader->open(request).ok()); + + std::vector ids; + std::vector values; + bool eof = false; + while (!eof) { + Block block = build_file_block(schema); + size_t rows = 0; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + if (rows == 0) { + continue; + } + const auto& id_column = nullable_nested_column(block, 0); + const auto& value_column = nullable_nested_column(block, 1); + for (size_t row = 0; row < rows; ++row) { + ids.push_back(id_column.get_element(row)); + values.push_back(value_column.get_data_at(row).to_string()); + } + } + + EXPECT_EQ(ids, std::vector({2, 5})); + EXPECT_EQ(values, std::vector({"az", "za"})); +} + +TEST_F(NewParquetReaderTest, DictionaryPageV2StringEdgesSurviveSelection) { + write_dictionary_edge_parquet_file(_file_path); + auto parquet_file_reader = ::parquet::ParquetFileReader::OpenFile(_file_path, false); + ASSERT_EQ(parquet_file_reader->metadata()->num_row_groups(), 4); + for (int row_group_idx = 0; row_group_idx < 4; ++row_group_idx) { + auto row_group = parquet_file_reader->metadata()->RowGroup(row_group_idx); + ASSERT_NE(row_group, nullptr); + ASSERT_TRUE(row_group->ColumnChunk(1)->has_dictionary_page()); + } + + auto reader = create_reader(); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + auto request = std::make_shared(); + request->predicate_columns = {field_projection(1)}; + request->non_predicate_columns = {field_projection(0)}; + request->conjuncts.push_back(create_string_in_conjunct(1, {"", "same"})); + use_schema_order_positions(request.get(), schema); + auto set = build_set(); + set->insert(const_cast(""), 0); + set->insert(const_cast("same"), 4); + format::FileColumnPredicateFilter column_filter; + column_filter.file_column_id = format::LocalColumnId(1); + column_filter.predicates.push_back(create_in_list_predicate( + 1, "value", schema[1].type, set, false)); + request->column_predicate_filters.push_back(std::move(column_filter)); + ASSERT_TRUE(reader->open(request).ok()); + + std::vector ids; + std::vector values; + bool eof = false; + while (!eof) { + Block block = build_file_block(schema); + size_t rows = 0; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + if (rows == 0) { + continue; + } + const auto& id_column = nullable_nested_column(block, 0); + const auto& value_column = nullable_nested_column(block, 1); + for (size_t row = 0; row < rows; ++row) { + ids.push_back(id_column.get_element(row)); + values.push_back(value_column.get_data_at(row).to_string()); + } + } + + EXPECT_EQ(ids, std::vector({1, 2, 5, 7})); + EXPECT_EQ(values, std::vector({"", "same", "", "same"})); +} + +TEST_F(NewParquetReaderTest, StatisticsPruningSkipsPrefixRowGroupsAndReadsLaterGroups) { + write_parquet_file(_file_path, 1); + auto parquet_file_reader = ::parquet::ParquetFileReader::OpenFile(_file_path, false); + ASSERT_EQ(parquet_file_reader->metadata()->num_row_groups(), 5); + + auto reader = create_reader(); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + auto request = std::make_shared(); + request->predicate_columns = {field_projection(0)}; + request->non_predicate_columns = {field_projection(1)}; + request->conjuncts.push_back(create_int32_greater_than_conjunct(0, 3)); + format::FileColumnPredicateFilter column_filter; + column_filter.file_column_id = format::LocalColumnId(0); + column_filter.predicates.push_back(create_comparison_predicate( + 0, "id", schema[0].type, Field::create_field(4), false)); + request->column_predicate_filters.push_back(std::move(column_filter)); + ASSERT_TRUE(reader->open(request).ok()); + + std::vector ids; + std::vector values; + bool eof = false; + while (!eof) { + Block block = build_file_block(schema); + size_t rows = 0; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + if (rows == 0) { + continue; + } + const auto& id_column = nullable_nested_column(block, 0); + const auto& value_column = nullable_nested_column(block, 1); + for (size_t row = 0; row < rows; ++row) { + ids.push_back(id_column.get_element(row)); + values.push_back(value_column.get_data_at(row).to_string()); + } + } + + EXPECT_EQ(ids, std::vector({4, 5})); + EXPECT_EQ(values, std::vector({"four", "five"})); +} + +TEST_F(NewParquetReaderTest, RowPositionReaderReturnsFileLocalPositions) { + write_parquet_file(_file_path, 2); + auto parquet_file_reader = ::parquet::ParquetFileReader::OpenFile(_file_path, false); + ASSERT_EQ(parquet_file_reader->metadata()->num_row_groups(), 3); + + auto reader = create_reader(); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + auto request = std::make_shared(); + request->non_predicate_columns = {field_projection(format::ROW_POSITION_COLUMN_ID), + field_projection(0)}; + request->local_positions = { + {format::LocalColumnId(0), format::LocalIndex(0)}, + {format::LocalColumnId(format::ROW_POSITION_COLUMN_ID), format::LocalIndex(2)}, + }; + ASSERT_TRUE(reader->open(request).ok()); + + std::vector row_positions; + std::vector ids; + bool eof = false; + while (!eof) { + Block block = build_file_block_with_row_position(schema); + size_t rows = 0; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + if (rows == 0) { + continue; + } + const auto& id_column = nullable_nested_column(block, 0); + const auto& row_position_column = + assert_cast(*block.get_by_position(2).column); + for (size_t row = 0; row < rows; ++row) { + ids.push_back(id_column.get_element(row)); + row_positions.push_back(row_position_column.get_element(row)); + } + } + + EXPECT_EQ(ids, std::vector({1, 2, 3, 4, 5})); + EXPECT_EQ(row_positions, std::vector({0, 1, 2, 3, 4})); +} + +TEST_F(NewParquetReaderTest, RowPositionReaderKeepsPositionsAfterSelection) { + auto reader = create_reader(); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + Block block = build_file_block_with_row_position(schema); + + auto request = std::make_shared(); + request->predicate_columns = {field_projection(0)}; + request->non_predicate_columns = {field_projection(format::ROW_POSITION_COLUMN_ID)}; + request->local_positions = { + {format::LocalColumnId(0), format::LocalIndex(0)}, + {format::LocalColumnId(format::ROW_POSITION_COLUMN_ID), format::LocalIndex(2)}, + }; + request->conjuncts.push_back(create_int32_greater_than_conjunct(0, 2)); + ASSERT_TRUE(reader->open(request).ok()); + + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + EXPECT_FALSE(eof); + ASSERT_EQ(rows, 3); + + const auto& id_column = nullable_nested_column(block, 0); + const auto& row_position_column = + assert_cast(*block.get_by_position(2).column); + EXPECT_EQ(id_column.get_element(0), 3); + EXPECT_EQ(id_column.get_element(1), 4); + EXPECT_EQ(id_column.get_element(2), 5); + EXPECT_EQ(row_position_column.get_element(0), 2); + EXPECT_EQ(row_position_column.get_element(1), 3); + EXPECT_EQ(row_position_column.get_element(2), 4); +} + +TEST_F(NewParquetReaderTest, DeletePredicateFiltersRowPositions) { + auto reader = create_reader(); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + Block block = build_file_block_with_row_position(schema); + + static const std::vector deleted_rows {1, 3}; + auto delete_predicate = std::make_shared(deleted_rows); + delete_predicate->add_child(VSlotRef::create_shared(2, 2, -1, std::make_shared(), + format::ROW_POSITION_COLUMN_NAME)); + + auto request = std::make_shared(); + request->predicate_columns = {field_projection(format::ROW_POSITION_COLUMN_ID)}; + request->non_predicate_columns = {field_projection(0)}; + request->local_positions = { + {format::LocalColumnId(0), format::LocalIndex(0)}, + {format::LocalColumnId(format::ROW_POSITION_COLUMN_ID), format::LocalIndex(2)}, + }; + request->delete_conjuncts.push_back(VExprContext::create_shared(std::move(delete_predicate))); + ASSERT_TRUE(reader->open(request).ok()); + + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + EXPECT_FALSE(eof); + ASSERT_EQ(rows, 3); + + const auto& id_column = nullable_nested_column(block, 0); + const auto& row_position_column = + assert_cast(*block.get_by_position(2).column); + EXPECT_EQ(id_column.get_element(0), 1); + EXPECT_EQ(id_column.get_element(1), 3); + EXPECT_EQ(id_column.get_element(2), 5); + EXPECT_EQ(row_position_column.get_element(0), 0); + EXPECT_EQ(row_position_column.get_element(1), 2); + EXPECT_EQ(row_position_column.get_element(2), 4); +} + +TEST_F(NewParquetReaderTest, QueryPredicateAndDeletePredicateFilterRowPositions) { + auto reader = create_reader(); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + Block block = build_file_block_with_row_position(schema); + + static const std::vector deleted_rows {3}; + auto delete_predicate = std::make_shared(deleted_rows); + delete_predicate->add_child(VSlotRef::create_shared(2, 2, -1, std::make_shared(), + format::ROW_POSITION_COLUMN_NAME)); + + auto request = std::make_shared(); + request->predicate_columns = {field_projection(0), + field_projection(format::ROW_POSITION_COLUMN_ID)}; + request->non_predicate_columns = {}; + request->local_positions = { + {format::LocalColumnId(0), format::LocalIndex(0)}, + {format::LocalColumnId(format::ROW_POSITION_COLUMN_ID), format::LocalIndex(2)}, + }; + request->conjuncts.push_back(create_int32_greater_than_conjunct(0, 2)); + request->delete_conjuncts.push_back(VExprContext::create_shared(std::move(delete_predicate))); + ASSERT_TRUE(reader->open(request).ok()); + + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + EXPECT_FALSE(eof); + ASSERT_EQ(rows, 2); + + const auto& id_column = nullable_nested_column(block, 0); + const auto& row_position_column = + assert_cast(*block.get_by_position(2).column); + EXPECT_EQ(id_column.get_element(0), 3); + EXPECT_EQ(id_column.get_element(1), 5); + EXPECT_EQ(row_position_column.get_element(0), 2); + EXPECT_EQ(row_position_column.get_element(1), 4); +} + +TEST_F(NewParquetReaderTest, RowPositionReaderUsesFileLocalPositionsForScanRange) { + write_parquet_file(_file_path, 2); + auto parquet_file_reader = ::parquet::ParquetFileReader::OpenFile(_file_path, false); + ASSERT_EQ(parquet_file_reader->metadata()->num_row_groups(), 3); + + const std::vector> expected_ids = {{1, 2}, {3, 4}, {5}}; + const std::vector> expected_row_positions = {{0, 1}, {2, 3}, {4}}; + for (int row_group_idx = 0; row_group_idx < 3; ++row_group_idx) { + const auto [range_start_offset, range_size] = + row_group_mid_range(_file_path, row_group_idx); + auto reader = create_reader(range_start_offset, range_size); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + auto request = std::make_shared(); + request->non_predicate_columns = {field_projection(format::ROW_POSITION_COLUMN_ID), + field_projection(0)}; + request->local_positions = { + {format::LocalColumnId(0), format::LocalIndex(0)}, + {format::LocalColumnId(format::ROW_POSITION_COLUMN_ID), format::LocalIndex(2)}, + }; + ASSERT_TRUE(reader->open(request).ok()); + + std::vector ids; + std::vector row_positions; + bool eof = false; + while (!eof) { + Block block = build_file_block_with_row_position(schema); + size_t rows = 0; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + if (rows == 0) { + continue; + } + const auto& id_column = nullable_nested_column(block, 0); + const auto& row_position_column = + assert_cast(*block.get_by_position(2).column); + for (size_t row = 0; row < rows; ++row) { + ids.push_back(id_column.get_element(row)); + row_positions.push_back(row_position_column.get_element(row)); + } + } + + EXPECT_EQ(ids, expected_ids[row_group_idx]); + EXPECT_EQ(row_positions, expected_row_positions[row_group_idx]); + } +} + +} // namespace +} // namespace doris diff --git a/be/test/format_v2/parquet/parquet_scan_test.cpp b/be/test/format_v2/parquet/parquet_scan_test.cpp new file mode 100644 index 00000000000000..3b381c3158fd45 --- /dev/null +++ b/be/test/format_v2/parquet/parquet_scan_test.cpp @@ -0,0 +1,804 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/parquet/parquet_scan.h" + +#include +#include +#include +#include +#include + +#include +#include +#include +#include +#include +#include +#include +#include + +#include "common/config.h" +#include "core/assert_cast.h" +#include "core/block/block.h" +#include "core/column/column_nullable.h" +#include "core/column/column_string.h" +#include "core/column/column_vector.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" +#include "core/field.h" +#include "format_v2/file_reader.h" +#include "format_v2/parquet/parquet_column_schema.h" +#include "format_v2/parquet/parquet_reader.h" +#include "gen_cpp/PlanNodes_types.h" +#include "gen_cpp/Types_types.h" +#include "io/io_common.h" +#include "runtime/runtime_state.h" +#include "storage/predicate/predicate_creator.h" +#include "storage/utils.h" + +namespace doris { +namespace { + +format::LocalColumnIndex field_projection(int32_t column_id) { + return format::LocalColumnIndex {.index = column_id}; +} + +const ColumnInt32& int32_data_column(const IColumn& column) { + if (const auto* nullable_column = check_and_get_column(&column)) { + return assert_cast(nullable_column->get_nested_column()); + } + return assert_cast(column); +} + +const ColumnString& string_data_column(const IColumn& column) { + if (const auto* nullable_column = check_and_get_column(&column)) { + return assert_cast(nullable_column->get_nested_column()); + } + return assert_cast(column); +} + +std::shared_ptr finish_array(arrow::ArrayBuilder* builder) { + std::shared_ptr array; + EXPECT_TRUE(builder->Finish(&array).ok()); + return array; +} + +std::shared_ptr build_int32_array(const std::vector& values) { + arrow::Int32Builder builder; + for (const auto value : values) { + EXPECT_TRUE(builder.Append(value).ok()); + } + return finish_array(&builder); +} + +std::shared_ptr build_struct_array(const std::vector& ids, + const std::vector& names) { + auto struct_type = arrow::struct_({arrow::field("id", arrow::int32(), false), + arrow::field("name", arrow::utf8(), false)}); + std::vector> field_builders; + field_builders.push_back(std::shared_ptr( + std::make_unique().release())); + field_builders.push_back(std::shared_ptr( + std::make_unique().release())); + arrow::StructBuilder builder(struct_type, arrow::default_memory_pool(), + std::move(field_builders)); + auto* id_builder = assert_cast(builder.field_builder(0)); + auto* name_builder = assert_cast(builder.field_builder(1)); + for (size_t row = 0; row < ids.size(); ++row) { + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(id_builder->Append(ids[row]).ok()); + EXPECT_TRUE(name_builder->Append(names[row]).ok()); + } + return finish_array(&builder); +} + +std::shared_ptr build_list_array() { + auto value_builder = std::make_unique(); + arrow::ListBuilder builder(arrow::default_memory_pool(), std::move(value_builder)); + auto* int_builder = assert_cast(builder.value_builder()); + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(int_builder->Append(1).ok()); + EXPECT_TRUE(int_builder->Append(2).ok()); + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(int_builder->Append(3).ok()); + EXPECT_TRUE(builder.Append().ok()); + return finish_array(&builder); +} + +void write_table(const std::string& file_path, const std::shared_ptr& table, + int64_t row_group_size, bool enable_dictionary = false, + bool enable_page_index = false, bool enable_statistics = true) { + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder builder; + builder.version(::parquet::ParquetVersion::PARQUET_2_6); + builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + builder.compression(::parquet::Compression::UNCOMPRESSED); + if (enable_dictionary) { + builder.enable_dictionary(); + } else { + builder.disable_dictionary(); + } + if (enable_page_index) { + builder.enable_write_page_index(); + builder.write_batch_size(8); + builder.data_pagesize(10); + } + if (!enable_statistics) { + builder.disable_statistics(); + } + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, + row_group_size, builder.build())); +} + +void write_int_pair_parquet_file(const std::string& file_path, int64_t row_group_size = 2, + bool enable_statistics = true) { + auto schema = arrow::schema({ + arrow::field("id", arrow::int32(), false), + arrow::field("score", arrow::int32(), false), + }); + auto table = arrow::Table::Make(schema, {build_int32_array({1, 2, 3, 4, 5, 6}), + build_int32_array({10, 20, 30, 40, 50, 60})}); + write_table(file_path, table, row_group_size, false, false, enable_statistics); +} + +void write_struct_parquet_file(const std::string& file_path) { + auto struct_type = arrow::struct_({arrow::field("id", arrow::int32(), false), + arrow::field("name", arrow::utf8(), false)}); + auto schema = arrow::schema({ + arrow::field("s", struct_type, false), + }); + auto table = arrow::Table::Make( + schema, {build_struct_array({1, 2, 10, 11}, {"one", "two", "ten", "eleven"})}); + write_table(file_path, table, 2); +} + +void write_list_parquet_file(const std::string& file_path) { + auto schema = arrow::schema({ + arrow::field("xs", arrow::list(arrow::int32()), false), + }); + auto table = arrow::Table::Make(schema, {build_list_array()}); + write_table(file_path, table, 2); +} + +void write_page_index_parquet_file(const std::string& file_path) { + std::vector ids(128); + std::iota(ids.begin(), ids.end(), 0); + auto schema = arrow::schema({ + arrow::field("id", arrow::int32(), false), + }); + auto table = arrow::Table::Make(schema, {build_int32_array(ids)}); + write_table(file_path, table, ids.size(), false, true); +} + +void write_page_index_pair_parquet_file(const std::string& file_path) { + std::vector ids(128); + std::iota(ids.begin(), ids.end(), 0); + auto schema = arrow::schema({ + arrow::field("id", arrow::int32(), false), + arrow::field("score", arrow::int32(), false), + }); + auto table = arrow::Table::Make(schema, {build_int32_array(ids), build_int32_array(ids)}); + write_table(file_path, table, ids.size(), false, true); +} + +int64_t parquet_column_start_offset(const ::parquet::ColumnChunkMetaData& column_metadata) { + return column_metadata.has_dictionary_page() + ? static_cast(column_metadata.dictionary_page_offset()) + : static_cast(column_metadata.data_page_offset()); +} + +std::pair row_group_mid_range(const std::string& file_path, int row_group_idx) { + auto reader = ::parquet::ParquetFileReader::OpenFile(file_path, false); + auto metadata = reader->metadata(); + auto row_group_metadata = metadata->RowGroup(row_group_idx); + auto first_column = row_group_metadata->ColumnChunk(0); + auto last_column = row_group_metadata->ColumnChunk(row_group_metadata->num_columns() - 1); + const int64_t row_group_start_offset = parquet_column_start_offset(*first_column); + const int64_t row_group_end_offset = + parquet_column_start_offset(*last_column) + last_column->total_compressed_size(); + const int64_t row_group_mid_offset = + row_group_start_offset + (row_group_end_offset - row_group_start_offset) / 2; + return {row_group_mid_offset, 1}; +} + +Block build_file_block(const std::vector& schema) { + Block block; + for (const auto& field : schema) { + block.insert({field.type->create_column(), field.type, field.name}); + } + return block; +} + +GlobalRowLoacationV2 decode_rowid(const ColumnString& column, size_t row) { + const auto ref = column.get_data_at(row); + EXPECT_EQ(ref.size, sizeof(GlobalRowLoacationV2)); + GlobalRowLoacationV2 location(0, 0, 0, 0); + std::memcpy(&location, ref.data, sizeof(GlobalRowLoacationV2)); + return location; +} + +void use_schema_order_positions(format::FileScanRequest* request, + const std::vector& schema) { + DORIS_CHECK(request != nullptr); + for (size_t idx = 0; idx < schema.size(); ++idx) { + request->local_positions.emplace(format::LocalColumnId(schema[idx].local_id), + format::LocalIndex(idx)); + } +} + +std::vector> build_file_schema( + const ::parquet::ParquetFileReader& reader) { + std::vector> file_schema; + auto schema_descriptor = reader.metadata()->schema(); + EXPECT_NE(schema_descriptor, nullptr); + EXPECT_TRUE( + format::parquet::build_parquet_column_schema(*schema_descriptor, &file_schema).ok()); + return file_schema; +} + +format::FileColumnPredicateFilter int32_filter(int32_t column_id, std::string column_name, + const DataTypePtr& type, + PredicateType predicate_type, int32_t value) { + format::FileColumnPredicateFilter column_filter; + column_filter.file_column_id = format::LocalColumnId(column_id); + switch (predicate_type) { + case PredicateType::GE: + column_filter.predicates.push_back(create_comparison_predicate( + column_id, column_name, type, Field::create_field(value), false)); + break; + case PredicateType::GT: + column_filter.predicates.push_back(create_comparison_predicate( + column_id, column_name, type, Field::create_field(value), false)); + break; + case PredicateType::LT: + column_filter.predicates.push_back(create_comparison_predicate( + column_id, column_name, type, Field::create_field(value), false)); + break; + default: + DORIS_CHECK(false); + } + return column_filter; +} + +int64_t count_range_rows(const std::vector& ranges) { + int64_t rows = 0; + for (const auto& range : ranges) { + rows += range.length; + } + return rows; +} + +class ParquetScanTest : public testing::Test { +protected: + void SetUp() override { + _test_dir = std::filesystem::temp_directory_path() / "doris_format_v2_parquet_scan_test"; + std::filesystem::remove_all(_test_dir); + std::filesystem::create_directories(_test_dir); + _file_path = (_test_dir / "scan.parquet").string(); + } + + void TearDown() override { std::filesystem::remove_all(_test_dir); } + + std::unique_ptr create_reader( + int64_t range_start_offset = 0, int64_t range_size = -1, + RuntimeProfile* profile = nullptr, + std::optional global_rowid_context = std::nullopt) const { + auto system_properties = std::make_shared(); + system_properties->system_type = TFileType::FILE_LOCAL; + auto file_description = std::make_unique(); + file_description->path = _file_path; + file_description->file_size = static_cast(std::filesystem::file_size(_file_path)); + file_description->range_start_offset = range_start_offset; + file_description->range_size = range_size; + return std::make_unique( + system_properties, file_description, nullptr, profile, global_rowid_context); + } + + std::shared_ptr open_all_row_groups( + format::parquet::ParquetReader* reader) { + auto request = std::make_shared(); + EXPECT_TRUE(reader->open(request).ok()); + return request; + } + + std::filesystem::path _test_dir; + std::string _file_path; +}; + +TEST_F(ParquetScanTest, PlanRowGroupsAppliesScanRangeBeforeStatistics) { + write_int_pair_parquet_file(_file_path, 2); + auto parquet_file_reader = ::parquet::ParquetFileReader::OpenFile(_file_path, false); + ASSERT_EQ(parquet_file_reader->metadata()->num_row_groups(), 3); + auto file_schema = build_file_schema(*parquet_file_reader); + + format::FileScanRequest request; + request.column_predicate_filters.push_back( + int32_filter(0, "id", file_schema[0]->type, PredicateType::GE, 5)); + + const auto [range_start_offset, range_size] = row_group_mid_range(_file_path, 1); + format::parquet::ParquetScanRange scan_range; + scan_range.start_offset = range_start_offset; + scan_range.size = range_size; + scan_range.file_size = static_cast(std::filesystem::file_size(_file_path)); + + format::parquet::RowGroupScanPlan plan; + ASSERT_TRUE(format::parquet::plan_parquet_row_groups(*parquet_file_reader->metadata(), + parquet_file_reader.get(), file_schema, + request, scan_range, false, &plan) + .ok()); + EXPECT_TRUE(plan.row_groups.empty()); + EXPECT_EQ(plan.pruning_stats.total_row_groups, 3); + EXPECT_EQ(plan.pruning_stats.selected_row_groups, 0); + EXPECT_EQ(plan.pruning_stats.filtered_row_groups_by_statistics, 1); + EXPECT_EQ(plan.pruning_stats.filtered_group_rows, 2); +} + +TEST_F(ParquetScanTest, PlanRowGroupsPreservesFirstFileRowAcrossPrunedRowGroups) { + write_int_pair_parquet_file(_file_path, 2); + auto parquet_file_reader = ::parquet::ParquetFileReader::OpenFile(_file_path, false); + ASSERT_EQ(parquet_file_reader->metadata()->num_row_groups(), 3); + auto file_schema = build_file_schema(*parquet_file_reader); + + format::FileScanRequest request; + request.column_predicate_filters.push_back( + int32_filter(0, "id", file_schema[0]->type, PredicateType::GE, 5)); + + format::parquet::RowGroupScanPlan plan; + format::parquet::ParquetScanRange scan_range; + ASSERT_TRUE(format::parquet::plan_parquet_row_groups(*parquet_file_reader->metadata(), + parquet_file_reader.get(), file_schema, + request, scan_range, false, &plan) + .ok()); + ASSERT_EQ(plan.row_groups.size(), 1); + EXPECT_EQ(plan.row_groups[0].row_group_id, 2); + EXPECT_EQ(plan.row_groups[0].first_file_row, 4); + EXPECT_EQ(plan.row_groups[0].row_group_rows, 2); + ASSERT_EQ(plan.row_groups[0].selected_ranges.size(), 1); + EXPECT_EQ(plan.row_groups[0].selected_ranges[0].start, 0); + EXPECT_EQ(plan.row_groups[0].selected_ranges[0].length, 2); + EXPECT_EQ(plan.pruning_stats.filtered_row_groups_by_statistics, 2); + EXPECT_EQ(plan.pruning_stats.filtered_group_rows, 4); +} + +TEST_F(ParquetScanTest, PlanRowGroupsSelectsAllRowGroupsWithoutFilters) { + write_int_pair_parquet_file(_file_path, 2); + auto parquet_file_reader = ::parquet::ParquetFileReader::OpenFile(_file_path, false); + ASSERT_EQ(parquet_file_reader->metadata()->num_row_groups(), 3); + auto file_schema = build_file_schema(*parquet_file_reader); + + format::FileScanRequest request; + format::parquet::RowGroupScanPlan plan; + format::parquet::ParquetScanRange scan_range; + ASSERT_TRUE(format::parquet::plan_parquet_row_groups(*parquet_file_reader->metadata(), + parquet_file_reader.get(), file_schema, + request, scan_range, false, &plan) + .ok()); + + ASSERT_EQ(plan.row_groups.size(), 3); + EXPECT_EQ(plan.pruning_stats.total_row_groups, 3); + EXPECT_EQ(plan.pruning_stats.selected_row_groups, 3); + for (size_t row_group_idx = 0; row_group_idx < plan.row_groups.size(); ++row_group_idx) { + EXPECT_EQ(plan.row_groups[row_group_idx].row_group_id, row_group_idx); + EXPECT_EQ(plan.row_groups[row_group_idx].first_file_row, + static_cast(row_group_idx * 2)); + ASSERT_EQ(plan.row_groups[row_group_idx].selected_ranges.size(), 1); + EXPECT_EQ(plan.row_groups[row_group_idx].selected_ranges[0].start, 0); + EXPECT_EQ(plan.row_groups[row_group_idx].selected_ranges[0].length, 2); + EXPECT_TRUE(plan.row_groups[row_group_idx].page_skip_plans.empty()); + } +} + +TEST_F(ParquetScanTest, PageIndexIntersectsMultipleFiltersAndBuildsSkipPlan) { + write_page_index_pair_parquet_file(_file_path); + auto parquet_file_reader = ::parquet::ParquetFileReader::OpenFile(_file_path, false); + ASSERT_EQ(parquet_file_reader->metadata()->num_row_groups(), 1); + auto file_schema = build_file_schema(*parquet_file_reader); + + format::FileScanRequest single_filter_request; + single_filter_request.column_predicate_filters.push_back( + int32_filter(0, "id", file_schema[0]->type, PredicateType::GE, 32)); + format::parquet::RowGroupScanPlan single_filter_plan; + format::parquet::ParquetScanRange scan_range; + ASSERT_TRUE(format::parquet::plan_parquet_row_groups( + *parquet_file_reader->metadata(), parquet_file_reader.get(), file_schema, + single_filter_request, scan_range, false, &single_filter_plan) + .ok()); + ASSERT_EQ(single_filter_plan.row_groups.size(), 1); + const int64_t single_filter_rows = + count_range_rows(single_filter_plan.row_groups[0].selected_ranges); + + format::FileScanRequest intersect_request; + intersect_request.column_predicate_filters.push_back( + int32_filter(0, "id", file_schema[0]->type, PredicateType::GE, 32)); + intersect_request.column_predicate_filters.push_back( + int32_filter(1, "score", file_schema[1]->type, PredicateType::LT, 96)); + format::parquet::RowGroupScanPlan intersect_plan; + ASSERT_TRUE(format::parquet::plan_parquet_row_groups( + *parquet_file_reader->metadata(), parquet_file_reader.get(), file_schema, + intersect_request, scan_range, false, &intersect_plan) + .ok()); + ASSERT_EQ(intersect_plan.row_groups.size(), 1); + ASSERT_FALSE(intersect_plan.row_groups[0].selected_ranges.empty()); + const int64_t intersect_rows = count_range_rows(intersect_plan.row_groups[0].selected_ranges); + EXPECT_GT(single_filter_rows, intersect_rows); + EXPECT_GT(intersect_plan.row_groups[0].selected_ranges.front().start, 0); + const auto& last_range = intersect_plan.row_groups[0].selected_ranges.back(); + EXPECT_LT(last_range.start + last_range.length, 128); + EXPECT_GT(intersect_plan.pruning_stats.filtered_page_rows, 0); + EXPECT_EQ(intersect_plan.pruning_stats.selected_row_ranges, + intersect_plan.row_groups[0].selected_ranges.size()); + + auto id_skip_plan = intersect_plan.row_groups[0].page_skip_plans.find(0); + ASSERT_NE(id_skip_plan, intersect_plan.row_groups[0].page_skip_plans.end()); + EXPECT_EQ(id_skip_plan->second.leaf_column_id, 0); + EXPECT_FALSE(id_skip_plan->second.empty()); + auto score_skip_plan = intersect_plan.row_groups[0].page_skip_plans.find(1); + ASSERT_NE(score_skip_plan, intersect_plan.row_groups[0].page_skip_plans.end()); + EXPECT_EQ(score_skip_plan->second.leaf_column_id, 1); + EXPECT_FALSE(score_skip_plan->second.empty()); +} + +TEST_F(ParquetScanTest, PageIndexCanFullyFilterRowGroupAfterRangeIntersection) { + write_page_index_parquet_file(_file_path); + auto parquet_file_reader = ::parquet::ParquetFileReader::OpenFile(_file_path, false); + ASSERT_EQ(parquet_file_reader->metadata()->num_row_groups(), 1); + auto file_schema = build_file_schema(*parquet_file_reader); + + format::FileScanRequest request; + request.column_predicate_filters.push_back( + int32_filter(0, "id", file_schema[0]->type, PredicateType::GE, 32)); + request.column_predicate_filters.push_back( + int32_filter(0, "id", file_schema[0]->type, PredicateType::LT, 32)); + + format::parquet::RowGroupScanPlan plan; + format::parquet::ParquetScanRange scan_range; + ASSERT_TRUE(format::parquet::plan_parquet_row_groups(*parquet_file_reader->metadata(), + parquet_file_reader.get(), file_schema, + request, scan_range, false, &plan) + .ok()); + EXPECT_TRUE(plan.row_groups.empty()); + EXPECT_EQ(plan.pruning_stats.total_row_groups, 1); + EXPECT_EQ(plan.pruning_stats.selected_row_groups, 0); + EXPECT_EQ(plan.pruning_stats.filtered_row_groups_by_statistics, 0); + EXPECT_EQ(plan.pruning_stats.filtered_row_groups_by_page_index, 1); + EXPECT_EQ(plan.pruning_stats.filtered_page_rows, 128); +} + +TEST_F(ParquetScanTest, PageIndexFullRangeWhenDisabledOrUnavailable) { + write_page_index_parquet_file(_file_path); + auto parquet_file_reader = ::parquet::ParquetFileReader::OpenFile(_file_path, false); + auto file_schema = build_file_schema(*parquet_file_reader); + + format::FileScanRequest request; + request.column_predicate_filters.push_back( + int32_filter(0, "id", file_schema[0]->type, PredicateType::GT, 63)); + + const bool old_enable_page_index = config::enable_parquet_page_index; + config::enable_parquet_page_index = false; + std::vector selected_ranges; + std::map page_skip_plans; + format::parquet::ParquetPruningStats pruning_stats; + ASSERT_TRUE(format::parquet::select_row_group_ranges_by_page_index( + parquet_file_reader.get(), file_schema, request, 0, 128, &selected_ranges, + &page_skip_plans, &pruning_stats) + .ok()); + config::enable_parquet_page_index = old_enable_page_index; + ASSERT_EQ(selected_ranges.size(), 1); + EXPECT_EQ(selected_ranges[0].start, 0); + EXPECT_EQ(selected_ranges[0].length, 128); + EXPECT_TRUE(page_skip_plans.empty()); + EXPECT_EQ(pruning_stats.page_index_read_calls, 0); + + write_int_pair_parquet_file(_file_path, 6); + auto no_index_reader = ::parquet::ParquetFileReader::OpenFile(_file_path, false); + auto no_index_schema = build_file_schema(*no_index_reader); + format::FileScanRequest no_index_request; + no_index_request.column_predicate_filters.push_back( + int32_filter(0, "id", no_index_schema[0]->type, PredicateType::GT, 3)); + selected_ranges.clear(); + page_skip_plans.clear(); + pruning_stats = {}; + ASSERT_TRUE(format::parquet::select_row_group_ranges_by_page_index( + no_index_reader.get(), no_index_schema, no_index_request, 0, 6, + &selected_ranges, &page_skip_plans, &pruning_stats) + .ok()); + ASSERT_EQ(selected_ranges.size(), 1); + EXPECT_EQ(selected_ranges[0].start, 0); + EXPECT_EQ(selected_ranges[0].length, 6); + EXPECT_TRUE(page_skip_plans.empty()); +} + +TEST_F(ParquetScanTest, AggregateCountAndMinMaxUseAllSelectedRowGroups) { + write_int_pair_parquet_file(_file_path); + auto reader = create_reader(); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + open_all_row_groups(reader.get()); + + format::FileAggregateResult count_result; + format::FileAggregateRequest count_request; + count_request.agg_type = TPushAggOp::COUNT; + ASSERT_TRUE(reader->get_aggregate_result(count_request, &count_result).ok()); + EXPECT_EQ(count_result.count, 6); + EXPECT_TRUE(count_result.columns.empty()); + + format::FileAggregateResult minmax_result; + format::FileAggregateRequest minmax_request; + minmax_request.agg_type = TPushAggOp::MINMAX; + minmax_request.columns.push_back({.projection = field_projection(0)}); + minmax_request.columns.push_back({.projection = field_projection(1)}); + ASSERT_TRUE(reader->get_aggregate_result(minmax_request, &minmax_result).ok()); + EXPECT_EQ(minmax_result.count, 6); + ASSERT_EQ(minmax_result.columns.size(), 2); + EXPECT_TRUE(minmax_result.columns[0].has_min); + EXPECT_TRUE(minmax_result.columns[0].has_max); + EXPECT_EQ(minmax_result.columns[0].min_value.get(), 1); + EXPECT_EQ(minmax_result.columns[0].max_value.get(), 6); + EXPECT_EQ(minmax_result.columns[1].min_value.get(), 10); + EXPECT_EQ(minmax_result.columns[1].max_value.get(), 60); +} + +TEST_F(ParquetScanTest, AggregateRespectsStatisticsPrunedRowGroups) { + write_int_pair_parquet_file(_file_path); + auto reader = create_reader(); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + auto request = std::make_shared(); + format::FileColumnPredicateFilter column_filter; + column_filter.file_column_id = format::LocalColumnId(0); + column_filter.predicates.push_back(create_comparison_predicate( + 0, "id", schema[0].type, Field::create_field(5), false)); + request->column_predicate_filters.push_back(std::move(column_filter)); + ASSERT_TRUE(reader->open(request).ok()); + + format::FileAggregateRequest aggregate_request; + aggregate_request.agg_type = TPushAggOp::MINMAX; + aggregate_request.columns.push_back({.projection = field_projection(0)}); + format::FileAggregateResult result; + ASSERT_TRUE(reader->get_aggregate_result(aggregate_request, &result).ok()); + EXPECT_EQ(result.count, 2); + ASSERT_EQ(result.columns.size(), 1); + EXPECT_EQ(result.columns[0].min_value.get(), 5); + EXPECT_EQ(result.columns[0].max_value.get(), 6); +} + +TEST_F(ParquetScanTest, AggregateCountKeepsRowGroupRowsAfterPageIndexPruning) { + write_page_index_parquet_file(_file_path); + auto reader = create_reader(); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + auto request = std::make_shared(); + format::FileColumnPredicateFilter column_filter; + column_filter.file_column_id = format::LocalColumnId(0); + column_filter.predicates.push_back(create_comparison_predicate( + 0, "id", schema[0].type, Field::create_field(63), false)); + request->column_predicate_filters.push_back(std::move(column_filter)); + ASSERT_TRUE(reader->open(request).ok()); + + format::FileAggregateRequest aggregate_request; + aggregate_request.agg_type = TPushAggOp::COUNT; + format::FileAggregateResult result; + ASSERT_TRUE(reader->get_aggregate_result(aggregate_request, &result).ok()); + EXPECT_EQ(result.count, 128); +} + +TEST_F(ParquetScanTest, AggregateMinMaxSupportsNestedSingleLeafProjection) { + write_struct_parquet_file(_file_path); + auto reader = create_reader(); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + open_all_row_groups(reader.get()); + + format::LocalColumnIndex nested_id = format::LocalColumnIndex::partial_local(0); + nested_id.children.push_back(field_projection(0)); + format::FileAggregateRequest aggregate_request; + aggregate_request.agg_type = TPushAggOp::MINMAX; + aggregate_request.columns.push_back({.projection = nested_id}); + format::FileAggregateResult result; + ASSERT_TRUE(reader->get_aggregate_result(aggregate_request, &result).ok()); + EXPECT_EQ(result.count, 4); + ASSERT_EQ(result.columns.size(), 1); + EXPECT_EQ(result.columns[0].min_value.get(), 1); + EXPECT_EQ(result.columns[0].max_value.get(), 11); +} + +TEST_F(ParquetScanTest, AggregateRejectsRepeatedMissingStatisticsAndInvalidRequests) { + write_list_parquet_file(_file_path); + auto repeated_reader = create_reader(); + RuntimeState repeated_state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(repeated_reader->init(&repeated_state).ok()); + open_all_row_groups(repeated_reader.get()); + + format::FileAggregateRequest repeated_request; + repeated_request.agg_type = TPushAggOp::MINMAX; + repeated_request.columns.push_back({.projection = field_projection(0)}); + format::FileAggregateResult repeated_result; + EXPECT_FALSE(repeated_reader->get_aggregate_result(repeated_request, &repeated_result).ok()); + + write_int_pair_parquet_file(_file_path, 2, false); + auto no_stats_reader = create_reader(); + RuntimeState no_stats_state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(no_stats_reader->init(&no_stats_state).ok()); + open_all_row_groups(no_stats_reader.get()); + format::FileAggregateRequest no_stats_request; + no_stats_request.agg_type = TPushAggOp::MINMAX; + no_stats_request.columns.push_back({.projection = field_projection(0)}); + format::FileAggregateResult no_stats_result; + EXPECT_FALSE(no_stats_reader->get_aggregate_result(no_stats_request, &no_stats_result).ok()); + + format::FileAggregateRequest invalid_type_request; + invalid_type_request.agg_type = TPushAggOp::MIX; + format::FileAggregateResult invalid_type_result; + EXPECT_FALSE( + no_stats_reader->get_aggregate_result(invalid_type_request, &invalid_type_result).ok()); + + format::FileAggregateRequest invalid_column_request; + invalid_column_request.agg_type = TPushAggOp::MINMAX; + invalid_column_request.columns.push_back({.projection = field_projection(100)}); + format::FileAggregateResult invalid_column_result; + EXPECT_FALSE( + no_stats_reader->get_aggregate_result(invalid_column_request, &invalid_column_result) + .ok()); +} + +TEST_F(ParquetScanTest, GlobalRowIdUsesFileLocalPositionForScanRange) { + write_int_pair_parquet_file(_file_path, 2); + auto parquet_file_reader = ::parquet::ParquetFileReader::OpenFile(_file_path, false); + ASSERT_EQ(parquet_file_reader->metadata()->num_row_groups(), 3); + const auto [range_start_offset, range_size] = row_group_mid_range(_file_path, 1); + format::GlobalRowIdContext context {.version = 7, .backend_id = 123456789, .file_id = 42}; + auto reader = create_reader(range_start_offset, range_size, nullptr, context); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + ASSERT_EQ(schema.size(), 3); + auto request = std::make_shared(); + request->non_predicate_columns = {field_projection(0), + field_projection(format::GLOBAL_ROWID_COLUMN_ID)}; + use_schema_order_positions(request.get(), schema); + ASSERT_TRUE(reader->open(request).ok()); + + std::vector ids; + std::vector row_ids; + bool eof = false; + while (!eof) { + Block block = build_file_block(schema); + size_t rows = 0; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + if (rows == 0) { + continue; + } + const auto& id_column = int32_data_column(*block.get_by_position(0).column); + const auto& rowid_column = string_data_column(*block.get_by_position(2).column); + for (size_t row = 0; row < rows; ++row) { + ids.push_back(id_column.get_element(row)); + const auto location = decode_rowid(rowid_column, row); + EXPECT_EQ(location.version, context.version); + EXPECT_EQ(location.backend_id, context.backend_id); + EXPECT_EQ(location.file_id, context.file_id); + row_ids.push_back(location.row_id); + } + } + + EXPECT_EQ(ids, std::vector({3, 4})); + EXPECT_EQ(row_ids, std::vector({2, 3})); +} + +TEST_F(ParquetScanTest, EmptyScanPlanReturnsEofWithoutReadingColumns) { + write_int_pair_parquet_file(_file_path, 2); + auto reader = create_reader(); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + auto request = std::make_shared(); + format::FileColumnPredicateFilter column_filter; + column_filter.file_column_id = format::LocalColumnId(0); + column_filter.predicates.push_back(create_comparison_predicate( + 0, "id", schema[0].type, Field::create_field(100), false)); + request->column_predicate_filters.push_back(std::move(column_filter)); + ASSERT_TRUE(reader->open(request).ok()); + + Block block = build_file_block(schema); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + EXPECT_EQ(rows, 0); + EXPECT_TRUE(eof); +} + +TEST_F(ParquetScanTest, NoRequestedColumnsReturnsRowsOnlyAcrossRowGroups) { + write_int_pair_parquet_file(_file_path, 2); + auto reader = create_reader(); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + auto request = std::make_shared(); + ASSERT_TRUE(reader->open(request).ok()); + + size_t total_rows = 0; + bool eof = false; + while (!eof) { + Block block; + size_t rows = 0; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + EXPECT_EQ(block.columns(), 0); + total_rows += rows; + } + EXPECT_EQ(total_rows, 6); +} + +TEST_F(ParquetScanTest, ProfileCountersReflectPageIndexAndRangeGapPruning) { + write_page_index_parquet_file(_file_path); + RuntimeProfile profile("profile"); + auto reader = create_reader(0, -1, &profile); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + auto request = std::make_shared(); + request->non_predicate_columns = {field_projection(0)}; + use_schema_order_positions(request.get(), schema); + format::FileColumnPredicateFilter column_filter; + column_filter.file_column_id = format::LocalColumnId(0); + column_filter.predicates.push_back(create_comparison_predicate( + 0, "id", schema[0].type, Field::create_field(63), false)); + request->column_predicate_filters.push_back(std::move(column_filter)); + ASSERT_TRUE(reader->open(request).ok()); + + size_t total_rows = 0; + bool eof = false; + while (!eof) { + Block block = build_file_block(schema); + size_t rows = 0; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + total_rows += rows; + } + + EXPECT_EQ(total_rows, 64); + ASSERT_NE(profile.get_counter("RowGroupsTotalNum"), nullptr); + ASSERT_NE(profile.get_counter("RowGroupsReadNum"), nullptr); + ASSERT_NE(profile.get_counter("FilteredRowsByPage"), nullptr); + ASSERT_NE(profile.get_counter("SelectedRowRanges"), nullptr); + ASSERT_NE(profile.get_counter("PageIndexReadCalls"), nullptr); + ASSERT_NE(profile.get_counter("RawRowsRead"), nullptr); + ASSERT_NE(profile.get_counter("RangeGapSkippedRows"), nullptr); + EXPECT_EQ(profile.get_counter("RowGroupsTotalNum")->value(), 1); + EXPECT_EQ(profile.get_counter("RowGroupsReadNum")->value(), 1); + EXPECT_GT(profile.get_counter("FilteredRowsByPage")->value(), 0); + EXPECT_GT(profile.get_counter("SelectedRowRanges")->value(), 0); + EXPECT_GT(profile.get_counter("PageIndexReadCalls")->value(), 0); + EXPECT_EQ(profile.get_counter("RawRowsRead")->value(), 64); + EXPECT_GT(profile.get_counter("RangeGapSkippedRows")->value(), 0); +} + +} // namespace +} // namespace doris diff --git a/be/test/format_v2/parquet/parquet_schema_test.cpp b/be/test/format_v2/parquet/parquet_schema_test.cpp new file mode 100644 index 00000000000000..e620ed718efbf2 --- /dev/null +++ b/be/test/format_v2/parquet/parquet_schema_test.cpp @@ -0,0 +1,527 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include +#include + +#include +#include + +#include "core/assert_cast.h" +#include "core/data_type/data_type_array.h" +#include "core/data_type/data_type_map.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_struct.h" +#include "core/data_type/primitive_type.h" +#include "format_v2/parquet/parquet_column_schema.h" + +namespace doris::format::parquet { +namespace { + +std::vector> build_fields( + const std::vector<::parquet::schema::NodePtr>& nodes) { + auto schema = + ::parquet::schema::GroupNode::Make("schema", ::parquet::Repetition::REQUIRED, nodes); + ::parquet::SchemaDescriptor descriptor; + descriptor.Init(schema); + std::vector> fields; + EXPECT_TRUE(build_parquet_column_schema(descriptor, &fields).ok()); + return fields; +} + +Status build_status(const std::vector<::parquet::schema::NodePtr>& nodes) { + auto schema = + ::parquet::schema::GroupNode::Make("schema", ::parquet::Repetition::REQUIRED, nodes); + ::parquet::SchemaDescriptor descriptor; + descriptor.Init(schema); + std::vector> fields; + return build_parquet_column_schema(descriptor, &fields); +} + +} // namespace + +TEST(ParquetSchemaTest, PrimitiveStateAndFieldIdArePreserved) { + const auto fields = build_fields({ + ::parquet::schema::PrimitiveNode::Make("required_i32", ::parquet::Repetition::REQUIRED, + ::parquet::Type::INT32), + ::parquet::schema::PrimitiveNode::Make("optional_i64", ::parquet::Repetition::OPTIONAL, + ::parquet::Type::INT64, + ::parquet::ConvertedType::NONE, -1, -1, -1, 42), + }); + + ASSERT_EQ(fields.size(), 2); + EXPECT_EQ(fields[0]->local_id, 0); + EXPECT_EQ(fields[0]->name, "required_i32"); + EXPECT_EQ(fields[0]->kind, ParquetColumnSchemaKind::PRIMITIVE); + EXPECT_EQ(fields[0]->leaf_column_id, 0); + EXPECT_EQ(fields[0]->nullable_definition_level, 0); + EXPECT_FALSE(fields[0]->type->is_nullable()); + + EXPECT_EQ(fields[1]->local_id, 1); + EXPECT_EQ(fields[1]->parquet_field_id, 42); + EXPECT_EQ(fields[1]->leaf_column_id, 1); + EXPECT_EQ(fields[1]->nullable_definition_level, 1); + EXPECT_TRUE(fields[1]->type->is_nullable()); +} + +TEST(ParquetSchemaTest, PrimitiveTypeDescriptorCoversLogicalConvertedAndPhysicalFallback) { + const auto fields = build_fields({ + ::parquet::schema::PrimitiveNode::Make( + "ts", ::parquet::Repetition::OPTIONAL, + ::parquet::LogicalType::Timestamp(false, + ::parquet::LogicalType::TimeUnit::MICROS), + ::parquet::Type::INT64), + ::parquet::schema::PrimitiveNode::Make("i8", ::parquet::Repetition::REQUIRED, + ::parquet::Type::INT32, + ::parquet::ConvertedType::INT_8), + ::parquet::schema::PrimitiveNode::Make("plain", ::parquet::Repetition::REQUIRED, + ::parquet::Type::DOUBLE), + }); + + ASSERT_EQ(fields.size(), 3); + EXPECT_EQ(remove_nullable(fields[0]->type)->get_primitive_type(), TYPE_DATETIMEV2); + EXPECT_EQ(fields[0]->type_descriptor.time_unit, ParquetTimeUnit::MICROS); + EXPECT_EQ(fields[0]->type_descriptor.extra_type_info, ParquetExtraTypeInfo::UNIT_MICROS); + EXPECT_TRUE(fields[0]->type_descriptor.is_timestamp); + EXPECT_FALSE(fields[0]->type_descriptor.timestamp_is_adjusted_to_utc); + + EXPECT_EQ(remove_nullable(fields[1]->type)->get_primitive_type(), TYPE_TINYINT); + EXPECT_EQ(fields[1]->type_descriptor.integer_bit_width, 8); + EXPECT_FALSE(fields[1]->type_descriptor.is_unsigned_integer); + + EXPECT_EQ(remove_nullable(fields[2]->type)->get_primitive_type(), TYPE_DOUBLE); + EXPECT_EQ(fields[2]->type_descriptor.physical_type, ::parquet::Type::DOUBLE); + EXPECT_EQ(fields[2]->type_descriptor.extra_type_info, ParquetExtraTypeInfo::NONE); +} + +TEST(ParquetSchemaTest, StructMakesDataTypeChildrenNullableAndPropagatesLevels) { + const auto fields = build_fields({::parquet::schema::GroupNode::Make( + "s", ::parquet::Repetition::OPTIONAL, + { + ::parquet::schema::PrimitiveNode::Make("a", ::parquet::Repetition::REQUIRED, + ::parquet::Type::INT32), + ::parquet::schema::PrimitiveNode::Make("b", ::parquet::Repetition::OPTIONAL, + ::parquet::Type::BYTE_ARRAY, + ::parquet::ConvertedType::UTF8), + })}); + + ASSERT_EQ(fields.size(), 1); + const auto& struct_schema = *fields[0]; + EXPECT_EQ(struct_schema.kind, ParquetColumnSchemaKind::STRUCT); + EXPECT_EQ(struct_schema.nullable_definition_level, 1); + ASSERT_EQ(struct_schema.children.size(), 2); + EXPECT_EQ(struct_schema.children[0]->definition_level, 1); + EXPECT_EQ(struct_schema.children[1]->definition_level, 2); + EXPECT_EQ(struct_schema.max_definition_level, 2); + + const auto& struct_type = + assert_cast(*remove_nullable(struct_schema.type)); + ASSERT_EQ(struct_type.get_elements().size(), 2); + EXPECT_TRUE(struct_type.get_elements()[0]->is_nullable()); + EXPECT_TRUE(struct_type.get_elements()[1]->is_nullable()); +} + +TEST(ParquetSchemaTest, ListCompatibilityRulesAndLevels) { + const auto standard_list = ::parquet::schema::GroupNode::Make( + "xs", ::parquet::Repetition::OPTIONAL, + {::parquet::schema::GroupNode::Make( + "list", ::parquet::Repetition::REPEATED, + {::parquet::schema::PrimitiveNode::Make("item", ::parquet::Repetition::OPTIONAL, + ::parquet::Type::INT32)})}, + ::parquet::ConvertedType::LIST); + const auto structural_array = ::parquet::schema::GroupNode::Make( + "ys", ::parquet::Repetition::OPTIONAL, + {::parquet::schema::GroupNode::Make( + "array", ::parquet::Repetition::REPEATED, + {::parquet::schema::PrimitiveNode::Make( + "value", ::parquet::Repetition::REQUIRED, ::parquet::Type::INT64)})}, + ::parquet::ConvertedType::LIST); + + const auto fields = build_fields({standard_list, structural_array}); + ASSERT_EQ(fields.size(), 2); + + const auto& xs = *fields[0]; + EXPECT_EQ(xs.kind, ParquetColumnSchemaKind::LIST); + EXPECT_EQ(xs.definition_level, 2); + EXPECT_EQ(xs.repetition_level, 1); + ASSERT_EQ(xs.children.size(), 1); + EXPECT_EQ(xs.children[0]->name, "element"); + EXPECT_EQ(xs.children[0]->kind, ParquetColumnSchemaKind::PRIMITIVE); + EXPECT_TRUE(xs.children[0]->type->is_nullable()); + const auto& xs_type = assert_cast(*remove_nullable(xs.type)); + EXPECT_TRUE(xs_type.get_nested_type()->is_nullable()); + + const auto& ys = *fields[1]; + EXPECT_EQ(ys.kind, ParquetColumnSchemaKind::LIST); + ASSERT_EQ(ys.children.size(), 1); + EXPECT_EQ(ys.children[0]->kind, ParquetColumnSchemaKind::STRUCT); + EXPECT_EQ(remove_nullable(ys.children[0]->type)->get_primitive_type(), TYPE_STRUCT); +} + +TEST(ParquetSchemaTest, LegacyListElementResolutionRulesArePreserved) { + const auto two_level_list = ::parquet::schema::GroupNode::Make( + "two_level", ::parquet::Repetition::OPTIONAL, + {::parquet::schema::PrimitiveNode::Make("item", ::parquet::Repetition::REPEATED, + ::parquet::Type::INT32)}, + ::parquet::ConvertedType::LIST); + const auto tuple_list = ::parquet::schema::GroupNode::Make( + "tuple_list", ::parquet::Repetition::OPTIONAL, + {::parquet::schema::GroupNode::Make( + "tuple_list_tuple", ::parquet::Repetition::REPEATED, + {::parquet::schema::PrimitiveNode::Make( + "value", ::parquet::Repetition::REQUIRED, ::parquet::Type::INT64)})}, + ::parquet::ConvertedType::LIST); + const auto multi_field_list = ::parquet::schema::GroupNode::Make( + "records", ::parquet::Repetition::OPTIONAL, + {::parquet::schema::GroupNode::Make( + "list", ::parquet::Repetition::REPEATED, + {::parquet::schema::PrimitiveNode::Make("id", ::parquet::Repetition::REQUIRED, + ::parquet::Type::INT32), + ::parquet::schema::PrimitiveNode::Make("name", ::parquet::Repetition::OPTIONAL, + ::parquet::Type::BYTE_ARRAY, + ::parquet::ConvertedType::UTF8)})}, + ::parquet::ConvertedType::LIST); + const auto fields = build_fields({two_level_list, tuple_list, multi_field_list}); + ASSERT_EQ(fields.size(), 3); + + const auto& two_level = *fields[0]; + EXPECT_EQ(two_level.kind, ParquetColumnSchemaKind::LIST); + EXPECT_EQ(two_level.definition_level, 2); + EXPECT_EQ(two_level.repetition_level, 1); + ASSERT_EQ(two_level.children.size(), 1); + EXPECT_EQ(two_level.children[0]->kind, ParquetColumnSchemaKind::PRIMITIVE); + EXPECT_EQ(two_level.children[0]->name, "element"); + EXPECT_EQ(remove_nullable(two_level.children[0]->type)->get_primitive_type(), TYPE_INT); + + const auto& tuple = *fields[1]; + ASSERT_EQ(tuple.children.size(), 1); + EXPECT_EQ(tuple.children[0]->kind, ParquetColumnSchemaKind::STRUCT); + EXPECT_EQ(tuple.children[0]->name, "element"); + ASSERT_EQ(tuple.children[0]->children.size(), 1); + EXPECT_EQ(tuple.children[0]->children[0]->name, "value"); + + const auto& multi_field = *fields[2]; + ASSERT_EQ(multi_field.children.size(), 1); + EXPECT_EQ(multi_field.children[0]->kind, ParquetColumnSchemaKind::STRUCT); + ASSERT_EQ(multi_field.children[0]->children.size(), 2); + EXPECT_EQ(multi_field.children[0]->children[0]->name, "id"); + EXPECT_EQ(multi_field.children[0]->children[1]->name, "name"); +} + +TEST(ParquetSchemaTest, NestedRepeatedInsideListElementIsWrappedOnce) { + const auto list_with_repeated_child = ::parquet::schema::GroupNode::Make( + "outer", ::parquet::Repetition::OPTIONAL, + {::parquet::schema::GroupNode::Make( + "list", ::parquet::Repetition::REPEATED, + {::parquet::schema::PrimitiveNode::Make( + "items", ::parquet::Repetition::REPEATED, ::parquet::Type::INT32)})}, + ::parquet::ConvertedType::LIST); + + const auto fields = build_fields({list_with_repeated_child}); + ASSERT_EQ(fields.size(), 1); + const auto& outer = *fields[0]; + EXPECT_EQ(outer.kind, ParquetColumnSchemaKind::LIST); + ASSERT_EQ(outer.children.size(), 1); + const auto& element = *outer.children[0]; + EXPECT_EQ(element.kind, ParquetColumnSchemaKind::STRUCT); + ASSERT_EQ(element.children.size(), 1); + EXPECT_EQ(element.children[0]->kind, ParquetColumnSchemaKind::LIST); + EXPECT_EQ(element.children[0]->name, "items"); + ASSERT_EQ(element.children[0]->children.size(), 1); + EXPECT_EQ(element.children[0]->children[0]->name, "element"); +} + +TEST(ParquetSchemaTest, ListWrapperWithLogicalAnnotationIsPreservedAsElement) { + const auto annotated_repeated_group = ::parquet::schema::GroupNode::Make( + "xs", ::parquet::Repetition::OPTIONAL, + {::parquet::schema::GroupNode::Make( + "list", ::parquet::Repetition::REPEATED, + {::parquet::schema::PrimitiveNode::Make( + "value", ::parquet::Repetition::OPTIONAL, ::parquet::Type::INT32)}, + ::parquet::ConvertedType::LIST)}, + ::parquet::ConvertedType::LIST); + + EXPECT_FALSE(build_status({annotated_repeated_group}).ok()); + + const auto nested_list_wrapper = ::parquet::schema::GroupNode::Make( + "xs", ::parquet::Repetition::OPTIONAL, + {::parquet::schema::GroupNode::Make( + "list", ::parquet::Repetition::REPEATED, + {::parquet::schema::GroupNode::Make( + "list", ::parquet::Repetition::REPEATED, + {::parquet::schema::PrimitiveNode::Make("value", + ::parquet::Repetition::OPTIONAL, + ::parquet::Type::INT32)})}, + ::parquet::ConvertedType::LIST)}, + ::parquet::ConvertedType::LIST); + + const auto fields = build_fields({nested_list_wrapper}); + ASSERT_EQ(fields.size(), 1); + const auto& xs = *fields[0]; + EXPECT_EQ(xs.kind, ParquetColumnSchemaKind::LIST); + ASSERT_EQ(xs.children.size(), 1); + const auto& element = *xs.children[0]; + EXPECT_EQ(element.kind, ParquetColumnSchemaKind::LIST); + EXPECT_EQ(element.name, "element"); + ASSERT_EQ(element.children.size(), 1); + EXPECT_EQ(element.children[0]->name, "element"); + EXPECT_EQ(remove_nullable(element.children[0]->type)->get_primitive_type(), TYPE_INT); +} + +TEST(ParquetSchemaTest, MapWrapperIsFoldedAndOptionalKeyIsAllowed) { + const auto fields = build_fields({::parquet::schema::GroupNode::Make( + "m", ::parquet::Repetition::OPTIONAL, + {::parquet::schema::GroupNode::Make( + "key_value", ::parquet::Repetition::REPEATED, + { + ::parquet::schema::PrimitiveNode::Make( + "key", ::parquet::Repetition::OPTIONAL, + ::parquet::Type::BYTE_ARRAY, ::parquet::ConvertedType::UTF8), + ::parquet::schema::PrimitiveNode::Make("value", + ::parquet::Repetition::OPTIONAL, + ::parquet::Type::INT32), + })}, + ::parquet::ConvertedType::MAP)}); + + ASSERT_EQ(fields.size(), 1); + const auto& map_schema = *fields[0]; + EXPECT_EQ(map_schema.kind, ParquetColumnSchemaKind::MAP); + EXPECT_EQ(map_schema.definition_level, 2); + EXPECT_EQ(map_schema.repetition_level, 1); + ASSERT_EQ(map_schema.children.size(), 2); + EXPECT_EQ(map_schema.children[0]->name, "key"); + EXPECT_EQ(map_schema.children[1]->name, "value"); + EXPECT_TRUE(map_schema.children[0]->type->is_nullable()); + + const auto& map_type = assert_cast(*remove_nullable(map_schema.type)); + EXPECT_TRUE(map_type.get_key_type()->is_nullable()); + EXPECT_TRUE(map_type.get_value_type()->is_nullable()); +} + +TEST(ParquetSchemaTest, StandardMapLevelsAndDataTypesAreBuiltFromEntryContext) { + const auto fields = build_fields({::parquet::schema::GroupNode::Make( + "m", ::parquet::Repetition::REQUIRED, + {::parquet::schema::GroupNode::Make( + "key_value", ::parquet::Repetition::REPEATED, + { + ::parquet::schema::PrimitiveNode::Make( + "key", ::parquet::Repetition::REQUIRED, + ::parquet::Type::BYTE_ARRAY, ::parquet::ConvertedType::UTF8), + ::parquet::schema::PrimitiveNode::Make("value", + ::parquet::Repetition::OPTIONAL, + ::parquet::Type::INT32), + })}, + ::parquet::ConvertedType::MAP)}); + + ASSERT_EQ(fields.size(), 1); + const auto& map_schema = *fields[0]; + EXPECT_FALSE(map_schema.type->is_nullable()); + EXPECT_EQ(map_schema.definition_level, 1); + EXPECT_EQ(map_schema.repetition_level, 1); + EXPECT_EQ(map_schema.repeated_repetition_level, 1); + EXPECT_EQ(map_schema.max_definition_level, 2); + EXPECT_EQ(map_schema.max_repetition_level, 1); + ASSERT_EQ(map_schema.children.size(), 2); + EXPECT_EQ(map_schema.children[0]->definition_level, 1); + EXPECT_EQ(map_schema.children[0]->repetition_level, 1); + EXPECT_EQ(map_schema.children[1]->definition_level, 2); + EXPECT_EQ(map_schema.children[1]->nullable_definition_level, 2); + + const auto& map_type = assert_cast(*remove_nullable(map_schema.type)); + EXPECT_TRUE(map_type.get_key_type()->is_nullable()); + EXPECT_TRUE(map_type.get_value_type()->is_nullable()); +} + +TEST(ParquetSchemaTest, BareRepeatedFieldsAreWrappedAsLists) { + const auto fields = build_fields({ + ::parquet::schema::PrimitiveNode::Make("items", ::parquet::Repetition::REPEATED, + ::parquet::Type::INT32), + ::parquet::schema::GroupNode::Make( + "links", ::parquet::Repetition::REPEATED, + {::parquet::schema::PrimitiveNode::Make("url", ::parquet::Repetition::OPTIONAL, + ::parquet::Type::BYTE_ARRAY, + ::parquet::ConvertedType::UTF8), + ::parquet::schema::PrimitiveNode::Make("rank", ::parquet::Repetition::OPTIONAL, + ::parquet::Type::INT32)}), + }); + + ASSERT_EQ(fields.size(), 2); + EXPECT_EQ(fields[0]->kind, ParquetColumnSchemaKind::LIST); + ASSERT_EQ(fields[0]->children.size(), 1); + EXPECT_EQ(fields[0]->children[0]->kind, ParquetColumnSchemaKind::PRIMITIVE); + EXPECT_EQ(fields[0]->children[0]->name, "element"); + + EXPECT_EQ(fields[1]->kind, ParquetColumnSchemaKind::LIST); + ASSERT_EQ(fields[1]->children.size(), 1); + EXPECT_EQ(fields[1]->children[0]->kind, ParquetColumnSchemaKind::STRUCT); + EXPECT_EQ(fields[1]->children[0]->name, "element"); +} + +TEST(ParquetSchemaTest, DeepLevelChainPropagatesDefinitionAndRepetitionLevels) { + const auto fields = build_fields({::parquet::schema::GroupNode::Make( + "s", ::parquet::Repetition::OPTIONAL, + {::parquet::schema::GroupNode::Make( + "inner", ::parquet::Repetition::OPTIONAL, + {::parquet::schema::PrimitiveNode::Make( + "items", ::parquet::Repetition::REPEATED, ::parquet::Type::INT32)})})}); + + ASSERT_EQ(fields.size(), 1); + const auto& s = *fields[0]; + EXPECT_EQ(s.definition_level, 1); + EXPECT_EQ(s.nullable_definition_level, 1); + ASSERT_EQ(s.children.size(), 1); + const auto& inner = *s.children[0]; + EXPECT_EQ(inner.definition_level, 2); + EXPECT_EQ(inner.nullable_definition_level, 2); + ASSERT_EQ(inner.children.size(), 1); + const auto& items = *inner.children[0]; + EXPECT_EQ(items.kind, ParquetColumnSchemaKind::LIST); + EXPECT_EQ(items.definition_level, 3); + EXPECT_EQ(items.repetition_level, 1); + EXPECT_EQ(items.repeated_ancestor_definition_level, 3); + EXPECT_EQ(items.repeated_repetition_level, 1); + EXPECT_EQ(items.max_definition_level, 3); + EXPECT_EQ(items.max_repetition_level, 1); + ASSERT_EQ(items.children.size(), 1); + EXPECT_EQ(items.children[0]->definition_level, 3); + EXPECT_EQ(items.children[0]->repetition_level, 1); +} + +TEST(ParquetSchemaTest, BuildEntryValidatesNullPointerAndEmptyRoot) { + auto empty_root = ::parquet::schema::GroupNode::Make("schema", ::parquet::Repetition::REQUIRED, + ::parquet::schema::NodeVector {}); + ::parquet::SchemaDescriptor descriptor; + descriptor.Init(empty_root); + + EXPECT_FALSE(build_parquet_column_schema(descriptor, nullptr).ok()); + + std::vector> fields; + ASSERT_TRUE(build_parquet_column_schema(descriptor, &fields).ok()); + EXPECT_TRUE(fields.empty()); +} + +TEST(ParquetSchemaTest, RejectInvalidListMapAndUnsupportedTime) { + const auto bad_list = ::parquet::schema::GroupNode::Make( + "bad_list", ::parquet::Repetition::OPTIONAL, + {::parquet::schema::PrimitiveNode::Make("item", ::parquet::Repetition::OPTIONAL, + ::parquet::Type::INT32)}, + ::parquet::ConvertedType::LIST); + EXPECT_FALSE(build_status({bad_list}).ok()); + + const auto bad_map = ::parquet::schema::GroupNode::Make( + "bad_map", ::parquet::Repetition::OPTIONAL, + {::parquet::schema::PrimitiveNode::Make("entry", ::parquet::Repetition::REPEATED, + ::parquet::Type::INT32)}, + ::parquet::ConvertedType::MAP); + EXPECT_FALSE(build_status({bad_map}).ok()); + + const auto converted_time = ::parquet::schema::PrimitiveNode::Make( + "time_ms", ::parquet::Repetition::REQUIRED, ::parquet::Type::INT32, + ::parquet::ConvertedType::TIME_MILLIS); + const auto status = build_status({converted_time}); + EXPECT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("Parquet TIME with isAdjustedToUTC=true is not supported"), + std::string::npos); +} + +TEST(ParquetSchemaTest, RejectAdditionalInvalidListAndMapLayouts) { + const auto zero_child_list = ::parquet::schema::GroupNode::Make( + "zero_child_list", ::parquet::Repetition::OPTIONAL, + {::parquet::schema::GroupNode::Make("list", ::parquet::Repetition::REPEATED, + ::parquet::schema::NodeVector {})}, + ::parquet::ConvertedType::LIST); + EXPECT_FALSE(build_status({zero_child_list}).ok()); + + const auto repeated_list = ::parquet::schema::GroupNode::Make( + "repeated_list", ::parquet::Repetition::REPEATED, + {::parquet::schema::GroupNode::Make( + "list", ::parquet::Repetition::REPEATED, + {::parquet::schema::PrimitiveNode::Make("item", ::parquet::Repetition::OPTIONAL, + ::parquet::Type::INT32)})}, + ::parquet::ConvertedType::LIST); + EXPECT_FALSE(build_status({repeated_list}).ok()); + + const auto map_with_two_fields = ::parquet::schema::GroupNode::Make( + "bad_map", ::parquet::Repetition::OPTIONAL, + { + ::parquet::schema::GroupNode::Make( + "entry1", ::parquet::Repetition::REPEATED, + {::parquet::schema::PrimitiveNode::Make( + "key", ::parquet::Repetition::REQUIRED, + ::parquet::Type::BYTE_ARRAY, ::parquet::ConvertedType::UTF8), + ::parquet::schema::PrimitiveNode::Make("value", + ::parquet::Repetition::OPTIONAL, + ::parquet::Type::INT32)}), + ::parquet::schema::GroupNode::Make( + "entry2", ::parquet::Repetition::REPEATED, + {::parquet::schema::PrimitiveNode::Make( + "key", ::parquet::Repetition::REQUIRED, + ::parquet::Type::BYTE_ARRAY, ::parquet::ConvertedType::UTF8), + ::parquet::schema::PrimitiveNode::Make("value", + ::parquet::Repetition::OPTIONAL, + ::parquet::Type::INT32)}), + }, + ::parquet::ConvertedType::MAP); + EXPECT_FALSE(build_status({map_with_two_fields}).ok()); + + const auto non_repeated_map_entry = ::parquet::schema::GroupNode::Make( + "bad_map", ::parquet::Repetition::OPTIONAL, + {::parquet::schema::GroupNode::Make( + "key_value", ::parquet::Repetition::OPTIONAL, + {::parquet::schema::PrimitiveNode::Make("key", ::parquet::Repetition::REQUIRED, + ::parquet::Type::BYTE_ARRAY, + ::parquet::ConvertedType::UTF8), + ::parquet::schema::PrimitiveNode::Make( + "value", ::parquet::Repetition::OPTIONAL, ::parquet::Type::INT32)})}, + ::parquet::ConvertedType::MAP); + EXPECT_FALSE(build_status({non_repeated_map_entry}).ok()); + + const auto map_entry_with_one_child = ::parquet::schema::GroupNode::Make( + "bad_map", ::parquet::Repetition::OPTIONAL, + {::parquet::schema::GroupNode::Make( + "key_value", ::parquet::Repetition::REPEATED, + {::parquet::schema::PrimitiveNode::Make("key", ::parquet::Repetition::REQUIRED, + ::parquet::Type::BYTE_ARRAY, + ::parquet::ConvertedType::UTF8)})}, + ::parquet::ConvertedType::MAP); + EXPECT_FALSE(build_status({map_entry_with_one_child}).ok()); + + const auto repeated_map = ::parquet::schema::GroupNode::Make( + "repeated_map", ::parquet::Repetition::REPEATED, + {::parquet::schema::GroupNode::Make( + "key_value", ::parquet::Repetition::REPEATED, + {::parquet::schema::PrimitiveNode::Make("key", ::parquet::Repetition::REQUIRED, + ::parquet::Type::BYTE_ARRAY, + ::parquet::ConvertedType::UTF8), + ::parquet::schema::PrimitiveNode::Make( + "value", ::parquet::Repetition::OPTIONAL, ::parquet::Type::INT32)})}, + ::parquet::ConvertedType::MAP); + EXPECT_FALSE(build_status({repeated_map}).ok()); +} + +TEST(ParquetSchemaTest, LogicalUtcTimeIsRejected) { + const auto adjusted_time = ::parquet::schema::PrimitiveNode::Make( + "time_ms", ::parquet::Repetition::REQUIRED, + ::parquet::LogicalType::Time(true, ::parquet::LogicalType::TimeUnit::MILLIS), + ::parquet::Type::INT32); + const auto status = build_status({adjusted_time}); + EXPECT_FALSE(status.ok()); + EXPECT_NE(status.to_string().find("Parquet TIME with isAdjustedToUTC=true is not supported"), + std::string::npos); +} + +} // namespace doris::format::parquet diff --git a/be/test/format_v2/parquet/parquet_serde_reader_test.cpp b/be/test/format_v2/parquet/parquet_serde_reader_test.cpp new file mode 100644 index 00000000000000..c35138e3263723 --- /dev/null +++ b/be/test/format_v2/parquet/parquet_serde_reader_test.cpp @@ -0,0 +1,459 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include +#include +#include +#include +#include + +#include +#include +#include +#include +#include +#include +#include +#include + +#include "core/assert_cast.h" +#include "core/column/column_decimal.h" +#include "core/column/column_nullable.h" +#include "core/column/column_string.h" +#include "core/column/column_vector.h" +#include "core/data_type/data_type.h" +#include "core/data_type/data_type_nullable.h" +#include "core/types.h" +#include "format_v2/parquet/parquet_column_schema.h" +#include "format_v2/parquet/reader/column_reader.h" + +namespace doris::format::parquet { +namespace { + +constexpr int64_t ROW_COUNT = 5; + +std::shared_ptr finish_array(arrow::ArrayBuilder* builder) { + std::shared_ptr array; + EXPECT_TRUE(builder->Finish(&array).ok()); + return array; +} + +class ParquetSerdeReaderTest : public testing::Test { +protected: + void SetUp() override { + _test_dir = std::filesystem::temp_directory_path() / "doris_parquet_serde_reader_test"; + std::filesystem::remove_all(_test_dir); + std::filesystem::create_directories(_test_dir); + _file_path = (_test_dir / "serde.parquet").string(); + write_parquet_file(); + open_file(_file_path); + } + + void TearDown() override { std::filesystem::remove_all(_test_dir); } + + template + std::shared_ptr build_required_array(const std::vector& values) { + Builder builder; + for (const auto& value : values) { + EXPECT_TRUE(builder.Append(value).ok()); + } + return finish_array(&builder); + } + + std::shared_ptr build_nullable_int32_array() { + arrow::Int32Builder builder; + EXPECT_TRUE(builder.Append(1).ok()); + EXPECT_TRUE(builder.AppendNull().ok()); + EXPECT_TRUE(builder.Append(3).ok()); + EXPECT_TRUE(builder.AppendNull().ok()); + EXPECT_TRUE(builder.Append(5).ok()); + return finish_array(&builder); + } + + std::shared_ptr build_nullable_float16_array() { + arrow::HalfFloatBuilder builder; + EXPECT_TRUE(builder.AppendNull().ok()); + EXPECT_TRUE(builder.Append(0x0000).ok()); + EXPECT_TRUE(builder.Append(0x8000).ok()); + EXPECT_TRUE(builder.Append(0x3E00).ok()); + EXPECT_TRUE(builder.Append(0x7E00).ok()); + return finish_array(&builder); + } + + std::shared_ptr build_binary_array(const std::vector& values) { + arrow::BinaryBuilder builder; + for (const auto& value : values) { + EXPECT_TRUE(builder.Append(reinterpret_cast(value.data()), + static_cast(value.size())) + .ok()); + } + return finish_array(&builder); + } + + std::shared_ptr build_string_array(const std::vector& values) { + arrow::StringBuilder builder; + for (const auto& value : values) { + EXPECT_TRUE(builder.Append(value).ok()); + } + return finish_array(&builder); + } + + std::shared_ptr build_fixed_binary_array( + const std::shared_ptr& type, const std::vector& values) { + arrow::FixedSizeBinaryBuilder builder(type, arrow::default_memory_pool()); + for (const auto& value : values) { + EXPECT_TRUE(builder.Append(reinterpret_cast(value.data())).ok()); + } + return finish_array(&builder); + } + + std::shared_ptr build_timestamp_array( + const std::shared_ptr& type, const std::vector& values) { + arrow::TimestampBuilder builder(type, arrow::default_memory_pool()); + for (const auto value : values) { + EXPECT_TRUE(builder.Append(value).ok()); + } + return finish_array(&builder); + } + + std::shared_ptr build_decimal_array(const std::shared_ptr& type, + const std::vector& values) { + arrow::Decimal128Builder builder(type, arrow::default_memory_pool()); + for (const auto value : values) { + EXPECT_TRUE(builder.Append(arrow::Decimal128(value)).ok()); + } + return finish_array(&builder); + } + + void add_field(const std::shared_ptr& field, + std::shared_ptr array) { + _arrow_fields.push_back(field); + _arrays.push_back(std::move(array)); + } + + void write_table(const std::string& file_path, const std::shared_ptr& table, + std::shared_ptr<::parquet::ArrowWriterProperties> arrow_properties = nullptr) { + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + ::parquet::WriterProperties::Builder writer_builder; + writer_builder.version(::parquet::ParquetVersion::PARQUET_2_6); + writer_builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + writer_builder.compression(::parquet::Compression::UNCOMPRESSED); + if (arrow_properties == nullptr) { + ::parquet::ArrowWriterProperties::Builder arrow_builder; + arrow_properties = arrow_builder.build(); + } + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable( + *table, arrow::default_memory_pool(), *file_result, ROW_COUNT, + writer_builder.build(), std::move(arrow_properties))); + } + + void write_parquet_file() { + add_field(arrow::field("bool_col", arrow::boolean(), false), + build_required_array( + {true, false, true, false, true})); + add_field(arrow::field("int32_col", arrow::int32(), false), + build_required_array({10, 20, 30, 40, 50})); + add_field(arrow::field("int64_col", arrow::int64(), false), + build_required_array( + {10000000000L, -9L, 42L, 77L, 123L})); + add_field(arrow::field("uint32_col", arrow::uint32(), false), + build_required_array( + {0U, 1U, 1U << 31, std::numeric_limits::max(), 42U})); + add_field(arrow::field("uint64_col", arrow::uint64(), false), + build_required_array( + {0ULL, 1ULL, 1ULL << 63, std::numeric_limits::max(), 42ULL})); + add_field(arrow::field("float_col", arrow::float32(), false), + build_required_array( + {1.5F, -2.25F, 3.0F, 4.5F, 5.75F})); + add_field(arrow::field("double_col", arrow::float64(), false), + build_required_array({3.5, -4.75, 6.0, 7.25, 8.5})); + add_field(arrow::field("nullable_float16_col", arrow::float16(), true), + build_nullable_float16_array()); + add_field(arrow::field("binary_col", arrow::binary(), false), + build_binary_array({"bin_a", "bin_b", "bin_c", "bin_d", "bin_e"})); + add_field(arrow::field("string_col", arrow::utf8(), false), + build_string_array({"alpha", "beta", "gamma", "delta", "epsilon"})); + add_field(arrow::field("fixed_binary_col", arrow::fixed_size_binary(4), false), + build_fixed_binary_array(arrow::fixed_size_binary(4), + {"aaaa", "bbbb", "cccc", "dddd", "eeee"})); + add_field(arrow::field("date_col", arrow::date32(), false), + build_required_array({0, 1, 18628, 18629, 18630})); + add_field(arrow::field("timestamp_millis_col", arrow::timestamp(arrow::TimeUnit::MILLI), + false), + build_timestamp_array(arrow::timestamp(arrow::TimeUnit::MILLI), + {0, 1234, 1609459200000, 1609459201000, -1})); + add_field(arrow::field("timestamp_micros_col", arrow::timestamp(arrow::TimeUnit::MICRO), + false), + build_timestamp_array(arrow::timestamp(arrow::TimeUnit::MICRO), + {0, 1234567, 1609459200000000, 1609459201000000, -1})); + add_field(arrow::field("timestamp_micros_utc_col", + arrow::timestamp(arrow::TimeUnit::MICRO, "UTC"), false), + build_timestamp_array(arrow::timestamp(arrow::TimeUnit::MICRO, "UTC"), + {0, 1234567, 1609459200000000, 1609459201000000, -1})); + add_field(arrow::field("decimal_fixed_binary_9_2_col", arrow::decimal128(9, 2), false), + build_decimal_array(arrow::decimal128(9, 2), {12345, -67, 0, 987, 1000})); + add_field(arrow::field("decimal_fixed_binary_18_6_col", arrow::decimal128(18, 6), false), + build_decimal_array(arrow::decimal128(18, 6), + {1234567, -670000, 0, 9870000, 1000000})); + add_field(arrow::field("nullable_int_col", arrow::int32(), true), + build_nullable_int32_array()); + + write_table(_file_path, arrow::Table::Make(arrow::schema(_arrow_fields), _arrays)); + } + + void open_file(const std::string& file_path) { + _file_reader = ::parquet::ParquetFileReader::OpenFile(file_path, false); + ASSERT_NE(_file_reader, nullptr); + ASSERT_EQ(_file_reader->metadata()->num_row_groups(), 1); + _row_group = _file_reader->RowGroup(0); + ASSERT_NE(_row_group, nullptr); + auto schema_descriptor = _file_reader->metadata()->schema(); + ASSERT_NE(schema_descriptor, nullptr); + auto st = build_parquet_column_schema(*schema_descriptor, &_fields); + ASSERT_TRUE(st.ok()) << st; + } + + size_t find_field_idx(const std::string& name) const { + for (size_t field_idx = 0; field_idx < _fields.size(); ++field_idx) { + if (_fields[field_idx]->name == name) { + return field_idx; + } + } + ADD_FAILURE() << "Cannot find parquet serde test field " << name; + return _fields.size(); + } + + std::unique_ptr create_reader(size_t field_idx) const { + ParquetColumnReaderFactory factory(_row_group, _file_reader->metadata()->num_columns()); + std::unique_ptr reader; + auto st = factory.create(*_fields[field_idx], &reader); + EXPECT_TRUE(st.ok()) << st; + return reader; + } + + template + void read_and_validate(const std::string& name, Validator validator) const { + const auto field_idx = find_field_idx(name); + ASSERT_TRUE(supports_record_reader(_fields[field_idx]->type_descriptor)); + auto reader = create_reader(field_idx); + ASSERT_NE(reader, nullptr); + MutableColumnPtr column = reader->type()->create_column(); + int64_t rows_read = 0; + auto st = reader->read(ROW_COUNT, column, &rows_read); + ASSERT_TRUE(st.ok()) << st; + ASSERT_EQ(rows_read, ROW_COUNT); + ASSERT_EQ(column->size(), ROW_COUNT); + validator(*_fields[field_idx], *column); + } + + std::filesystem::path _test_dir; + std::string _file_path; + std::unique_ptr<::parquet::ParquetFileReader> _file_reader; + std::shared_ptr<::parquet::RowGroupReader> _row_group; + std::vector> _fields; + std::vector> _arrow_fields; + std::vector> _arrays; +}; + +TEST_F(ParquetSerdeReaderTest, ReadAllSupportedPhysicalAndLogicalTypes) { + read_and_validate("bool_col", [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_EQ(schema.type_descriptor.physical_type, ::parquet::Type::BOOLEAN); + const auto& values = assert_cast(column); + EXPECT_EQ(values.get_element(0), 1); + EXPECT_EQ(values.get_element(1), 0); + EXPECT_EQ(values.get_element(4), 1); + }); + read_and_validate("int32_col", [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_EQ(schema.type_descriptor.physical_type, ::parquet::Type::INT32); + const auto& values = assert_cast(column); + EXPECT_EQ(values.get_element(0), 10); + EXPECT_EQ(values.get_element(4), 50); + }); + read_and_validate("int64_col", [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_EQ(schema.type_descriptor.physical_type, ::parquet::Type::INT64); + const auto& values = assert_cast(column); + EXPECT_EQ(values.get_element(0), 10000000000L); + EXPECT_EQ(values.get_element(1), -9L); + }); + read_and_validate("uint32_col", [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_EQ(schema.type_descriptor.physical_type, ::parquet::Type::INT32); + EXPECT_TRUE(schema.type_descriptor.is_unsigned_integer); + EXPECT_EQ(schema.type_descriptor.integer_bit_width, 32); + EXPECT_EQ(remove_nullable(schema.type)->get_primitive_type(), TYPE_BIGINT); + const auto& values = assert_cast(column); + EXPECT_EQ(values.get_element(2), 2147483648L); + EXPECT_EQ(values.get_element(3), + static_cast(std::numeric_limits::max())); + }); + read_and_validate("uint64_col", [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_EQ(schema.type_descriptor.physical_type, ::parquet::Type::INT64); + EXPECT_TRUE(schema.type_descriptor.is_unsigned_integer); + EXPECT_EQ(schema.type_descriptor.integer_bit_width, 64); + EXPECT_EQ(remove_nullable(schema.type)->get_primitive_type(), TYPE_LARGEINT); + const auto& values = assert_cast(column); + EXPECT_EQ(values.get_element(2), static_cast(1) << 63); + EXPECT_EQ(values.get_element(3), + static_cast(std::numeric_limits::max())); + }); + read_and_validate("float_col", [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_EQ(schema.type_descriptor.physical_type, ::parquet::Type::FLOAT); + const auto& values = assert_cast(column); + EXPECT_FLOAT_EQ(values.get_element(0), 1.5F); + EXPECT_FLOAT_EQ(values.get_element(1), -2.25F); + }); + read_and_validate("double_col", [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_EQ(schema.type_descriptor.physical_type, ::parquet::Type::DOUBLE); + const auto& values = assert_cast(column); + EXPECT_DOUBLE_EQ(values.get_element(0), 3.5); + EXPECT_DOUBLE_EQ(values.get_element(1), -4.75); + }); + read_and_validate("nullable_float16_col", [](const ParquetColumnSchema& schema, + const IColumn& column) { + EXPECT_EQ(schema.type_descriptor.physical_type, ::parquet::Type::FIXED_LEN_BYTE_ARRAY); + EXPECT_EQ(schema.type_descriptor.fixed_length, 2); + EXPECT_EQ(schema.type_descriptor.extra_type_info, ParquetExtraTypeInfo::FLOAT16); + EXPECT_FALSE(schema.type_descriptor.is_string_like); + EXPECT_EQ(remove_nullable(schema.type)->get_primitive_type(), TYPE_FLOAT); + const auto& nullable_column = assert_cast(column); + const auto& values = assert_cast(nullable_column.get_nested_column()); + ASSERT_EQ(nullable_column.size(), ROW_COUNT); + EXPECT_TRUE(nullable_column.is_null_at(0)); + EXPECT_FLOAT_EQ(values.get_element(1), 0.0F); + EXPECT_FALSE(std::signbit(values.get_element(1))); + EXPECT_FLOAT_EQ(values.get_element(2), -0.0F); + EXPECT_TRUE(std::signbit(values.get_element(2))); + EXPECT_FLOAT_EQ(values.get_element(3), 1.5F); + EXPECT_TRUE(std::isnan(values.get_element(4))); + }); + read_and_validate("binary_col", [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_EQ(schema.type_descriptor.physical_type, ::parquet::Type::BYTE_ARRAY); + const auto& values = assert_cast(column); + EXPECT_EQ(values.get_data_at(0).to_string(), "bin_a"); + EXPECT_EQ(values.get_data_at(3).to_string(), "bin_d"); + }); + read_and_validate("string_col", [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_TRUE(schema.type_descriptor.is_string_like); + const auto& values = assert_cast(column); + EXPECT_EQ(values.get_data_at(0).to_string(), "alpha"); + EXPECT_EQ(values.get_data_at(4).to_string(), "epsilon"); + }); + read_and_validate("fixed_binary_col", [](const ParquetColumnSchema& schema, + const IColumn& column) { + EXPECT_EQ(schema.type_descriptor.physical_type, ::parquet::Type::FIXED_LEN_BYTE_ARRAY); + EXPECT_EQ(schema.type_descriptor.fixed_length, 4); + const auto& values = assert_cast(column); + EXPECT_EQ(values.get_data_at(0).to_string(), "aaaa"); + EXPECT_EQ(values.get_data_at(2).to_string(), "cccc"); + }); + read_and_validate("date_col", [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_EQ(schema.type_descriptor.physical_type, ::parquet::Type::INT32); + EXPECT_EQ(remove_nullable(schema.type)->get_primitive_type(), TYPE_DATEV2); + EXPECT_EQ(schema.type->to_string(column, 0), "1970-01-01"); + EXPECT_EQ(schema.type->to_string(column, 2), "2021-01-01"); + }); + read_and_validate( + "timestamp_millis_col", [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_EQ(schema.type_descriptor.physical_type, ::parquet::Type::INT64); + EXPECT_EQ(remove_nullable(schema.type)->get_primitive_type(), TYPE_DATETIMEV2); + EXPECT_EQ(schema.type->to_string(column, 1), "1970-01-01 00:00:01.234"); + EXPECT_EQ(schema.type->to_string(column, 4), "1969-12-31 23:59:59.999"); + }); + read_and_validate( + "timestamp_micros_col", [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_EQ(schema.type_descriptor.physical_type, ::parquet::Type::INT64); + EXPECT_EQ(remove_nullable(schema.type)->get_primitive_type(), TYPE_DATETIMEV2); + EXPECT_EQ(schema.type->to_string(column, 1), "1970-01-01 00:00:01.234567"); + EXPECT_EQ(schema.type->to_string(column, 4), "1969-12-31 23:59:59.999999"); + }); + read_and_validate("timestamp_micros_utc_col", [](const ParquetColumnSchema& schema, + const IColumn& column) { + EXPECT_EQ(schema.type_descriptor.physical_type, ::parquet::Type::INT64); + EXPECT_TRUE(schema.type_descriptor.timestamp_is_adjusted_to_utc); + EXPECT_EQ(remove_nullable(schema.type)->get_primitive_type(), TYPE_DATETIMEV2); + EXPECT_EQ(schema.type->to_string(column, 1), "1970-01-01 00:00:01.234567"); + EXPECT_EQ(schema.type->to_string(column, 4), "1969-12-31 23:59:59.999999"); + }); + read_and_validate("decimal_fixed_binary_9_2_col", [](const ParquetColumnSchema& schema, + const IColumn& column) { + EXPECT_EQ(schema.type_descriptor.physical_type, ::parquet::Type::FIXED_LEN_BYTE_ARRAY); + EXPECT_TRUE(schema.type_descriptor.is_decimal); + EXPECT_EQ(remove_nullable(schema.type)->get_primitive_type(), TYPE_DECIMAL32); + const auto& values = assert_cast(column); + EXPECT_EQ(values.get_element(0), Decimal32(12345)); + EXPECT_EQ(schema.type->to_string(column, 0), "123.45"); + }); + read_and_validate("decimal_fixed_binary_18_6_col", [](const ParquetColumnSchema& schema, + const IColumn& column) { + EXPECT_EQ(schema.type_descriptor.physical_type, ::parquet::Type::FIXED_LEN_BYTE_ARRAY); + EXPECT_TRUE(schema.type_descriptor.is_decimal); + EXPECT_EQ(remove_nullable(schema.type)->get_primitive_type(), TYPE_DECIMAL64); + const auto& values = assert_cast(column); + EXPECT_EQ(values.get_element(0), Decimal64(1234567)); + EXPECT_EQ(schema.type->to_string(column, 0), "1.234567"); + }); + read_and_validate( + "nullable_int_col", [](const ParquetColumnSchema& schema, const IColumn& column) { + EXPECT_TRUE(schema.type->is_nullable()); + const auto& nullable_column = assert_cast(column); + const auto& nested_column = + assert_cast(nullable_column.get_nested_column()); + ASSERT_EQ(nullable_column.size(), ROW_COUNT); + EXPECT_FALSE(nullable_column.is_null_at(0)); + EXPECT_TRUE(nullable_column.is_null_at(1)); + EXPECT_FALSE(nullable_column.is_null_at(2)); + EXPECT_TRUE(nullable_column.is_null_at(3)); + EXPECT_EQ(nested_column.get_element(0), 1); + EXPECT_EQ(nested_column.get_element(2), 3); + }); +} + +TEST_F(ParquetSerdeReaderTest, ReadInt96TimestampAsDateTimeV2) { + const auto file_path = (_test_dir / "int96_timestamp.parquet").string(); + auto field = arrow::field("col_datetime", arrow::timestamp(arrow::TimeUnit::MICRO), false); + auto array = build_timestamp_array(arrow::timestamp(arrow::TimeUnit::MICRO), + {0, 1234567, 1609459200000000, 1609459201000000, -1}); + auto table = arrow::Table::Make(arrow::schema({field}), {array}); + + ::parquet::ArrowWriterProperties::Builder arrow_builder; + arrow_builder.enable_force_write_int96_timestamps(); + _fields.clear(); + _file_reader.reset(); + _row_group.reset(); + write_table(file_path, table, arrow_builder.build()); + open_file(file_path); + + ASSERT_EQ(_fields.size(), 1); + EXPECT_EQ(_fields[0]->type_descriptor.physical_type, ::parquet::Type::INT96); + EXPECT_EQ(_fields[0]->type_descriptor.extra_type_info, ParquetExtraTypeInfo::IMPALA_TIMESTAMP); + ASSERT_TRUE(supports_record_reader(_fields[0]->type_descriptor)); + ASSERT_EQ(remove_nullable(_fields[0]->type)->get_primitive_type(), TYPE_DATETIMEV2); + + auto reader = create_reader(0); + ASSERT_NE(reader, nullptr); + auto column = _fields[0]->type->create_column(); + int64_t rows_read = 0; + ASSERT_TRUE(reader->read(ROW_COUNT, column, &rows_read).ok()); + ASSERT_EQ(rows_read, ROW_COUNT); + EXPECT_EQ(_fields[0]->type->to_string(*column, 0), "1970-01-01 00:00:00.000000"); + EXPECT_EQ(_fields[0]->type->to_string(*column, 1), "1970-01-01 00:00:01.234567"); + EXPECT_EQ(_fields[0]->type->to_string(*column, 2), "2021-01-01 00:00:00.000000"); + EXPECT_EQ(_fields[0]->type->to_string(*column, 4), "1969-12-31 23:59:59.999999"); +} + +} // namespace +} // namespace doris::format::parquet diff --git a/be/test/format_v2/parquet/parquet_statistics_test.cpp b/be/test/format_v2/parquet/parquet_statistics_test.cpp new file mode 100644 index 00000000000000..f2ae2448013d26 --- /dev/null +++ b/be/test/format_v2/parquet/parquet_statistics_test.cpp @@ -0,0 +1,460 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/parquet/parquet_statistics.h" + +#include +#include +#include +#include +#include +#include +#include + +#include +#include +#include +#include +#include + +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" +#include "core/field.h" +#include "format_v2/file_reader.h" +#include "format_v2/parquet/parquet_column_schema.h" +#include "storage/predicate/accept_null_predicate.h" +#include "storage/predicate/null_predicate.h" +#include "storage/predicate/predicate_creator.h" + +namespace doris { +namespace { + +format::parquet::ParquetColumnSchema primitive_bloom_schema(const DataTypePtr& type) { + format::parquet::ParquetColumnSchema schema; + schema.local_id = 0; + schema.name = "c0"; + schema.type = type; + schema.leaf_column_id = 0; + schema.kind = format::parquet::ParquetColumnSchemaKind::PRIMITIVE; + return schema; +} + +format::FileColumnPredicateFilter bloom_filter_with_predicate( + const std::shared_ptr& predicate) { + format::FileColumnPredicateFilter filter; + filter.file_column_id = format::LocalColumnId(0); + filter.target = format::FileNestedPredicateTarget(filter.file_column_id); + filter.predicates.push_back(predicate); + return filter; +} + +std::shared_ptr finish_array(arrow::ArrayBuilder* builder) { + std::shared_ptr array; + EXPECT_TRUE(builder->Finish(&array).ok()); + return array; +} + +std::shared_ptr int32_array(const std::vector>& values) { + arrow::Int32Builder builder; + for (const auto& value : values) { + if (value.has_value()) { + EXPECT_TRUE(builder.Append(*value).ok()); + } else { + EXPECT_TRUE(builder.AppendNull().ok()); + } + } + return finish_array(&builder); +} + +std::shared_ptr uint32_array(const std::vector& values) { + arrow::UInt32Builder builder; + for (const auto value : values) { + EXPECT_TRUE(builder.Append(value).ok()); + } + return finish_array(&builder); +} + +std::shared_ptr string_array(const std::vector& values) { + arrow::StringBuilder builder; + for (const auto& value : values) { + EXPECT_TRUE(builder.Append(value).ok()); + } + return finish_array(&builder); +} + +std::shared_ptr timestamp_array(const std::vector& values) { + arrow::TimestampBuilder builder(arrow::timestamp(arrow::TimeUnit::MICRO, "UTC"), + arrow::default_memory_pool()); + for (const auto value : values) { + EXPECT_TRUE(builder.Append(value).ok()); + } + return finish_array(&builder); +} + +std::unique_ptr<::parquet::ParquetFileReader> make_reader( + const std::shared_ptr& table, int64_t row_group_size, bool enable_dictionary, + bool enable_statistics) { + auto out_result = arrow::io::BufferOutputStream::Create(); + EXPECT_TRUE(out_result.ok()); + auto out = *out_result; + + ::parquet::WriterProperties::Builder builder; + builder.version(::parquet::ParquetVersion::PARQUET_2_6); + builder.compression(::parquet::Compression::UNCOMPRESSED); + if (enable_dictionary) { + builder.enable_dictionary(); + } else { + builder.disable_dictionary(); + } + if (!enable_statistics) { + builder.disable_statistics(); + } + EXPECT_TRUE(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, + row_group_size, builder.build()) + .ok()); + auto buffer_result = out->Finish(); + EXPECT_TRUE(buffer_result.ok()); + return ::parquet::ParquetFileReader::Open( + std::make_shared(*buffer_result)); +} + +std::vector> build_file_schema( + const ::parquet::ParquetFileReader& reader) { + std::vector> file_schema; + EXPECT_TRUE( + format::parquet::build_parquet_column_schema(*reader.metadata()->schema(), &file_schema) + .ok()); + return file_schema; +} + +format::FileScanRequest request_with_filter(format::FileColumnPredicateFilter filter) { + format::FileScanRequest request; + request.column_predicate_filters.push_back(std::move(filter)); + return request; +} + +::parquet::BlockSplitBloomFilter bloom_filter_for_int32_values(const std::vector& values) { + ::parquet::BlockSplitBloomFilter bloom_filter; + bloom_filter.Init(::parquet::BlockSplitBloomFilter::kMinimumBloomFilterBytes); + for (const auto value : values) { + bloom_filter.InsertHash(bloom_filter.Hash(value)); + } + return bloom_filter; +} + +TEST(ParquetStatisticsTransformTest, ConvertsMinMaxNullCountUnsignedStringAndTimestamp) { + auto table = arrow::Table::Make( + arrow::schema({ + arrow::field("i", arrow::int32(), true), + arrow::field("u", arrow::uint32(), false), + arrow::field("s", arrow::utf8(), false), + arrow::field("ts", arrow::timestamp(arrow::TimeUnit::MICRO, "UTC"), false), + }), + {int32_array({1, std::nullopt, 5}), uint32_array({7, 9, 11}), + string_array({"alpha", "beta", "omega"}), timestamp_array({1000, 2000, 3000})}); + auto reader = make_reader(table, 3, false, true); + auto schema = build_file_schema(*reader); + auto row_group = reader->metadata()->RowGroup(0); + + const auto int_stats = format::parquet::ParquetStatisticsUtils::TransformColumnStatistics( + *schema[0], row_group->ColumnChunk(0)->statistics()); + EXPECT_TRUE(int_stats.has_min_max); + EXPECT_TRUE(int_stats.has_null_count); + EXPECT_TRUE(int_stats.has_null); + EXPECT_TRUE(int_stats.has_not_null); + EXPECT_EQ(int_stats.min_value.get(), 1); + EXPECT_EQ(int_stats.max_value.get(), 5); + + const auto uint_stats = format::parquet::ParquetStatisticsUtils::TransformColumnStatistics( + *schema[1], row_group->ColumnChunk(1)->statistics()); + EXPECT_TRUE(uint_stats.has_min_max); + EXPECT_EQ(uint_stats.min_value.get(), 7); + EXPECT_EQ(uint_stats.max_value.get(), 11); + + const auto string_stats = format::parquet::ParquetStatisticsUtils::TransformColumnStatistics( + *schema[2], row_group->ColumnChunk(2)->statistics()); + EXPECT_TRUE(string_stats.has_min_max); + EXPECT_EQ(string_stats.min_value.get(), "alpha"); + EXPECT_EQ(string_stats.max_value.get(), "omega"); + + auto utc = cctz::utc_time_zone(); + const auto timestamp_stats = format::parquet::ParquetStatisticsUtils::TransformColumnStatistics( + *schema[3], row_group->ColumnChunk(3)->statistics(), &utc); + EXPECT_TRUE(timestamp_stats.has_min_max); + EXPECT_EQ(timestamp_stats.min_value.get_type(), TYPE_DATETIMEV2); + EXPECT_EQ(timestamp_stats.max_value.get_type(), TYPE_DATETIMEV2); + EXPECT_LT(timestamp_stats.min_value, timestamp_stats.max_value); +} + +TEST(ParquetStatisticsTransformTest, HandlesMissingStatisticsAndAllNullChunks) { + auto no_stats_table = arrow::Table::Make( + arrow::schema({arrow::field("i", arrow::int32(), true)}), {int32_array({1, 2, 3})}); + auto no_stats_reader = make_reader(no_stats_table, 3, false, false); + auto no_stats_schema = build_file_schema(*no_stats_reader); + auto no_stats = format::parquet::ParquetStatisticsUtils::TransformColumnStatistics( + *no_stats_schema[0], + no_stats_reader->metadata()->RowGroup(0)->ColumnChunk(0)->statistics()); + EXPECT_FALSE(no_stats.has_min_max); + + auto all_null_table = + arrow::Table::Make(arrow::schema({arrow::field("i", arrow::int32(), true)}), + {int32_array({std::nullopt, std::nullopt})}); + auto all_null_reader = make_reader(all_null_table, 2, false, true); + auto all_null_schema = build_file_schema(*all_null_reader); + auto all_null_stats = format::parquet::ParquetStatisticsUtils::TransformColumnStatistics( + *all_null_schema[0], + all_null_reader->metadata()->RowGroup(0)->ColumnChunk(0)->statistics()); + EXPECT_TRUE(all_null_stats.has_null_count); + EXPECT_TRUE(all_null_stats.has_null); + EXPECT_FALSE(all_null_stats.has_not_null); + EXPECT_FALSE(all_null_stats.has_min_max); +} + +TEST(ParquetStatisticsPruningTest, StatisticsPredicatesAndNullPredicatesPruneRowGroups) { + auto table = arrow::Table::Make(arrow::schema({arrow::field("i", arrow::int32(), true)}), + {int32_array({std::nullopt, std::nullopt, 3, 4, 5, 6})}); + auto reader = make_reader(table, 2, false, true); + auto schema = build_file_schema(*reader); + + format::FileColumnPredicateFilter ge_filter; + ge_filter.file_column_id = format::LocalColumnId(0); + ge_filter.predicates.push_back(create_comparison_predicate( + 0, "i", schema[0]->type, Field::create_field(5), false)); + std::vector selected; + format::parquet::ParquetPruningStats pruning_stats; + ASSERT_TRUE(format::parquet::select_row_groups_by_statistics( + *reader->metadata(), reader.get(), schema, request_with_filter(ge_filter), + nullptr, &selected, false, &pruning_stats) + .ok()); + EXPECT_EQ(selected, std::vector({2})); + EXPECT_EQ(pruning_stats.filtered_row_groups_by_statistics, 2); + + format::FileColumnPredicateFilter is_not_null_filter; + is_not_null_filter.file_column_id = format::LocalColumnId(0); + is_not_null_filter.predicates.push_back( + std::make_shared(0, "i", false, TYPE_INT)); + selected.clear(); + ASSERT_TRUE(format::parquet::select_row_groups_by_statistics( + *reader->metadata(), reader.get(), schema, + request_with_filter(is_not_null_filter), nullptr, &selected, false, + &pruning_stats) + .ok()); + EXPECT_EQ(selected, std::vector({1, 2})); + + format::FileColumnPredicateFilter is_null_filter; + is_null_filter.file_column_id = format::LocalColumnId(0); + is_null_filter.predicates.push_back(std::make_shared(0, "i", true, TYPE_INT)); + selected.clear(); + ASSERT_TRUE(format::parquet::select_row_groups_by_statistics( + *reader->metadata(), reader.get(), schema, + request_with_filter(is_null_filter), nullptr, &selected, false, + &pruning_stats) + .ok()); + EXPECT_EQ(selected, std::vector({0})); +} + +TEST(ParquetStatisticsPruningTest, DictionaryPruningHandlesExcludeIncludeAndUnsupportedPaths) { + auto table = arrow::Table::Make(arrow::schema({arrow::field("s", arrow::utf8(), false)}), + {string_array({"alpha", "beta", "gamma", "omega"})}); + auto reader = make_reader(table, 2, true, false); + auto schema = build_file_schema(*reader); + + format::FileColumnPredicateFilter absent_filter; + absent_filter.file_column_id = format::LocalColumnId(0); + absent_filter.predicates.push_back(create_comparison_predicate( + 0, "s", schema[0]->type, Field::create_field("missing"), false)); + std::vector selected; + format::parquet::ParquetPruningStats pruning_stats; + ASSERT_TRUE(format::parquet::select_row_groups_by_statistics( + *reader->metadata(), reader.get(), schema, + request_with_filter(absent_filter), nullptr, &selected, false, + &pruning_stats) + .ok()); + EXPECT_TRUE(selected.empty()); + EXPECT_EQ(pruning_stats.filtered_row_groups_by_dictionary, 2); + + format::FileColumnPredicateFilter present_filter; + present_filter.file_column_id = format::LocalColumnId(0); + present_filter.predicates.push_back(create_comparison_predicate( + 0, "s", schema[0]->type, Field::create_field("gamma"), false)); + selected.clear(); + pruning_stats = {}; + ASSERT_TRUE(format::parquet::select_row_groups_by_statistics( + *reader->metadata(), reader.get(), schema, + request_with_filter(present_filter), nullptr, &selected, false, + &pruning_stats) + .ok()); + EXPECT_EQ(selected, std::vector({1})); + EXPECT_EQ(pruning_stats.filtered_row_groups_by_dictionary, 1); + + auto plain_reader = make_reader(table, 2, false, false); + auto plain_schema = build_file_schema(*plain_reader); + selected.clear(); + pruning_stats = {}; + ASSERT_TRUE(format::parquet::select_row_groups_by_statistics( + *plain_reader->metadata(), plain_reader.get(), plain_schema, + request_with_filter(absent_filter), nullptr, &selected, false, + &pruning_stats) + .ok()); + EXPECT_EQ(selected, std::vector({0, 1})); + EXPECT_EQ(pruning_stats.filtered_row_groups_by_dictionary, 0); +} + +TEST(ParquetStatisticsPruningTest, StatisticsRunsBeforeDictionaryAndMissingBloomKeepsRows) { + auto table = arrow::Table::Make(arrow::schema({arrow::field("s", arrow::utf8(), false)}), + {string_array({"alpha", "beta", "gamma", "omega"})}); + auto reader = make_reader(table, 2, true, true); + auto schema = build_file_schema(*reader); + + format::FileColumnPredicateFilter beyond_max_filter; + beyond_max_filter.file_column_id = format::LocalColumnId(0); + beyond_max_filter.predicates.push_back(create_comparison_predicate( + 0, "s", schema[0]->type, Field::create_field("zzzz"), false)); + std::vector selected; + format::parquet::ParquetPruningStats pruning_stats; + ASSERT_TRUE(format::parquet::select_row_groups_by_statistics( + *reader->metadata(), reader.get(), schema, + request_with_filter(beyond_max_filter), nullptr, &selected, true, + &pruning_stats) + .ok()); + EXPECT_TRUE(selected.empty()); + EXPECT_EQ(pruning_stats.filtered_row_groups_by_statistics, 2); + EXPECT_EQ(pruning_stats.filtered_row_groups_by_dictionary, 0); + EXPECT_EQ(pruning_stats.filtered_row_groups_by_bloom_filter, 0); + + auto no_stats_reader = make_reader(table, 2, false, false); + auto no_stats_schema = build_file_schema(*no_stats_reader); + format::FileColumnPredicateFilter missing_bloom_filter; + missing_bloom_filter.file_column_id = format::LocalColumnId(0); + missing_bloom_filter.predicates.push_back(create_comparison_predicate( + 0, "s", no_stats_schema[0]->type, Field::create_field("absent"), false)); + selected.clear(); + pruning_stats = {}; + ASSERT_TRUE(format::parquet::select_row_groups_by_statistics( + *no_stats_reader->metadata(), no_stats_reader.get(), no_stats_schema, + request_with_filter(missing_bloom_filter), nullptr, &selected, true, + &pruning_stats) + .ok()); + EXPECT_EQ(selected, std::vector({0, 1})); + EXPECT_EQ(pruning_stats.filtered_row_groups_by_bloom_filter, 0); +} + +::parquet::BlockSplitBloomFilter bloom_filter_for_string_values( + const std::vector& values) { + ::parquet::BlockSplitBloomFilter bloom_filter; + bloom_filter.Init(::parquet::BlockSplitBloomFilter::kMinimumBloomFilterBytes); + for (const auto& value : values) { + ::parquet::ByteArray byte_array(static_cast(value.size()), + reinterpret_cast(value.data())); + bloom_filter.InsertHash(bloom_filter.Hash(&byte_array)); + } + return bloom_filter; +} + +TEST(ParquetBloomFilterPruningTest, EqPredicateUsesArrowHashAndPrunesAbsentIntValue) { + auto schema = primitive_bloom_schema(std::make_shared()); + auto bloom_filter = bloom_filter_for_int32_values({1, 3}); + auto absent_filter = bloom_filter_with_predicate(create_comparison_predicate( + 0, "c0", schema.type, Field::create_field(2), false)); + auto present_filter = + bloom_filter_with_predicate(create_comparison_predicate( + 0, "c0", schema.type, Field::create_field(3), false)); + + EXPECT_TRUE(format::parquet::ParquetStatisticsUtils::BloomFilterExcludes(schema, absent_filter, + bloom_filter)); + EXPECT_FALSE(format::parquet::ParquetStatisticsUtils::BloomFilterExcludes( + schema, present_filter, bloom_filter)); +} + +TEST(ParquetBloomFilterPruningTest, InPredicatePrunesOnlyWhenAllValuesAreAbsent) { + auto schema = primitive_bloom_schema(std::make_shared()); + auto bloom_filter = bloom_filter_for_int32_values({1, 3}); + + auto absent_set = build_set(); + int32_t absent_first = 2; + int32_t absent_second = 4; + absent_set->insert(&absent_first); + absent_set->insert(&absent_second); + auto absent_filter = + bloom_filter_with_predicate(create_in_list_predicate( + 0, "c0", schema.type, absent_set, false)); + + auto present_set = build_set(); + int32_t present_first = 2; + int32_t present_second = 3; + present_set->insert(&present_first); + present_set->insert(&present_second); + auto present_filter = + bloom_filter_with_predicate(create_in_list_predicate( + 0, "c0", schema.type, present_set, false)); + + EXPECT_TRUE(format::parquet::ParquetStatisticsUtils::BloomFilterExcludes(schema, absent_filter, + bloom_filter)); + EXPECT_FALSE(format::parquet::ParquetStatisticsUtils::BloomFilterExcludes( + schema, present_filter, bloom_filter)); +} + +TEST(ParquetBloomFilterPruningTest, BooleanPredicateHashesAsParquetInt32) { + auto schema = primitive_bloom_schema(std::make_shared()); + auto bloom_filter = bloom_filter_for_int32_values({1}); + auto false_filter = bloom_filter_with_predicate(create_comparison_predicate( + 0, "c0", schema.type, Field::create_field(false), false)); + auto true_filter = bloom_filter_with_predicate(create_comparison_predicate( + 0, "c0", schema.type, Field::create_field(true), false)); + + EXPECT_TRUE(format::parquet::ParquetStatisticsUtils::BloomFilterExcludes(schema, false_filter, + bloom_filter)); + EXPECT_FALSE(format::parquet::ParquetStatisticsUtils::BloomFilterExcludes(schema, true_filter, + bloom_filter)); +} + +TEST(ParquetBloomFilterPruningTest, StringPredicateUsesArrowByteArrayHash) { + auto schema = primitive_bloom_schema(std::make_shared()); + auto bloom_filter = bloom_filter_for_string_values({"alpha", "omega"}); + auto absent_filter = bloom_filter_with_predicate(create_comparison_predicate( + 0, "c0", schema.type, Field::create_field("beta"), false)); + auto present_filter = + bloom_filter_with_predicate(create_comparison_predicate( + 0, "c0", schema.type, Field::create_field("alpha"), false)); + + EXPECT_TRUE(format::parquet::ParquetStatisticsUtils::BloomFilterExcludes(schema, absent_filter, + bloom_filter)); + EXPECT_FALSE(format::parquet::ParquetStatisticsUtils::BloomFilterExcludes( + schema, present_filter, bloom_filter)); +} + +TEST(ParquetBloomFilterPruningTest, NullableAcceptingAndUnsupportedPredicatesKeepRowGroup) { + auto schema = primitive_bloom_schema(std::make_shared()); + auto bloom_filter = bloom_filter_for_int32_values({1}); + auto nested_predicate = create_comparison_predicate( + 0, "c0", schema.type, Field::create_field(2), false); + auto accept_null_filter = + bloom_filter_with_predicate(std::make_shared(nested_predicate)); + EXPECT_FALSE(format::parquet::ParquetStatisticsUtils::BloomFilterExcludes( + schema, accept_null_filter, bloom_filter)); + + auto unsupported_schema = primitive_bloom_schema(std::make_shared()); + auto unsupported_filter = + bloom_filter_with_predicate(create_comparison_predicate( + 0, "c0", unsupported_schema.type, Field::create_field(2), + false)); + EXPECT_FALSE(format::parquet::ParquetStatisticsUtils::BloomFilterExcludes( + unsupported_schema, unsupported_filter, bloom_filter)); +} + +} // namespace +} // namespace doris diff --git a/be/test/format_v2/parquet/parquet_type_test.cpp b/be/test/format_v2/parquet/parquet_type_test.cpp new file mode 100644 index 00000000000000..4bca77c1803b49 --- /dev/null +++ b/be/test/format_v2/parquet/parquet_type_test.cpp @@ -0,0 +1,494 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/parquet/parquet_type.h" + +#include +#include +#include +#include +#include +#include + +#include + +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/primitive_type.h" + +namespace doris::format::parquet { +namespace { + +::parquet::SchemaDescriptor make_descriptor(const ::parquet::schema::NodePtr& node) { + auto schema = + ::parquet::schema::GroupNode::Make("schema", ::parquet::Repetition::REQUIRED, {node}); + ::parquet::SchemaDescriptor descriptor; + descriptor.Init(schema); + return descriptor; +} + +ParquetTypeDescriptor resolve_node(const ::parquet::schema::NodePtr& node) { + auto descriptor = make_descriptor(node); + return resolve_parquet_type(descriptor.Column(0)); +} + +PrimitiveType primitive_type(const DataTypePtr& type) { + return remove_nullable(type)->get_primitive_type(); +} + +int scale_of(const DataTypePtr& type) { + return remove_nullable(type)->get_scale(); +} + +std::shared_ptr make_float16_array() { + arrow::HalfFloatBuilder builder; + EXPECT_TRUE(builder.Append(0x3E00).ok()); + std::shared_ptr array; + EXPECT_TRUE(builder.Finish(&array).ok()); + return array; +} + +ParquetTypeDescriptor resolve_arrow_float16_type() { + const auto schema = arrow::schema({arrow::field("f16", arrow::float16(), true)}); + const auto table = arrow::Table::Make(schema, {make_float16_array()}); + auto out_result = arrow::io::BufferOutputStream::Create(); + EXPECT_TRUE(out_result.ok()); + auto out = *out_result; + EXPECT_TRUE(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, 1).ok()); + auto buffer_result = out->Finish(); + EXPECT_TRUE(buffer_result.ok()); + + auto reader = ::parquet::ParquetFileReader::Open( + std::make_shared(*buffer_result)); + return resolve_parquet_type(reader->metadata()->schema()->Column(0)); +} + +} // namespace + +TEST(ParquetTypeTest, ResolveLogicalIntegerMappings) { + struct Case { + int bit_width; + bool is_signed; + PrimitiveType expected_type; + bool expected_unsigned; + }; + const std::vector cases = { + {8, true, TYPE_TINYINT, false}, {8, false, TYPE_SMALLINT, true}, + {16, true, TYPE_SMALLINT, false}, {16, false, TYPE_INT, true}, + {32, true, TYPE_INT, false}, {32, false, TYPE_BIGINT, true}, + {64, true, TYPE_BIGINT, false}, {64, false, TYPE_LARGEINT, true}, + }; + + for (const auto& test_case : cases) { + SCOPED_TRACE(test_case.bit_width); + const auto node = ::parquet::schema::PrimitiveNode::Make( + "c", ::parquet::Repetition::REQUIRED, + ::parquet::LogicalType::Int(test_case.bit_width, test_case.is_signed), + test_case.bit_width == 64 ? ::parquet::Type::INT64 : ::parquet::Type::INT32); + const auto type = resolve_node(node); + ASSERT_NE(type.doris_type, nullptr); + EXPECT_EQ(primitive_type(type.doris_type), test_case.expected_type); + EXPECT_EQ(type.integer_bit_width, test_case.bit_width); + EXPECT_EQ(type.is_unsigned_integer, test_case.expected_unsigned); + EXPECT_TRUE(type.supports_record_reader); + } +} + +TEST(ParquetTypeTest, ResolveLogicalTimeAndTimestampMappings) { + const auto time_millis = resolve_node(::parquet::schema::PrimitiveNode::Make( + "time_ms", ::parquet::Repetition::REQUIRED, + ::parquet::LogicalType::Time(false, ::parquet::LogicalType::TimeUnit::MILLIS), + ::parquet::Type::INT32)); + ASSERT_NE(time_millis.doris_type, nullptr); + EXPECT_EQ(primitive_type(time_millis.doris_type), TYPE_TIMEV2); + EXPECT_EQ(time_millis.time_unit, ParquetTimeUnit::MILLIS); + EXPECT_EQ(time_millis.extra_type_info, ParquetExtraTypeInfo::UNIT_MS); + + const auto time_micros = resolve_node(::parquet::schema::PrimitiveNode::Make( + "time_us", ::parquet::Repetition::REQUIRED, + ::parquet::LogicalType::Time(false, ::parquet::LogicalType::TimeUnit::MICROS), + ::parquet::Type::INT64)); + ASSERT_NE(time_micros.doris_type, nullptr); + EXPECT_EQ(primitive_type(time_micros.doris_type), TYPE_TIMEV2); + EXPECT_EQ(time_micros.time_unit, ParquetTimeUnit::MICROS); + EXPECT_EQ(time_micros.extra_type_info, ParquetExtraTypeInfo::UNIT_MICROS); + + const auto adjusted_time = resolve_node(::parquet::schema::PrimitiveNode::Make( + "time_adjusted", ::parquet::Repetition::REQUIRED, + ::parquet::LogicalType::Time(true, ::parquet::LogicalType::TimeUnit::MILLIS), + ::parquet::Type::INT32)); + EXPECT_EQ(adjusted_time.doris_type, nullptr); + EXPECT_FALSE(adjusted_time.supports_record_reader); + EXPECT_FALSE(adjusted_time.unsupported_reason.empty()); + + const auto timestamp_nanos = resolve_node(::parquet::schema::PrimitiveNode::Make( + "ts_ns", ::parquet::Repetition::OPTIONAL, + ::parquet::LogicalType::Timestamp(true, ::parquet::LogicalType::TimeUnit::NANOS), + ::parquet::Type::INT64)); + ASSERT_NE(timestamp_nanos.doris_type, nullptr); + EXPECT_TRUE(timestamp_nanos.doris_type->is_nullable()); + EXPECT_EQ(primitive_type(timestamp_nanos.doris_type), TYPE_DATETIMEV2); + EXPECT_TRUE(timestamp_nanos.is_timestamp); + EXPECT_TRUE(timestamp_nanos.timestamp_is_adjusted_to_utc); + EXPECT_EQ(timestamp_nanos.time_unit, ParquetTimeUnit::NANOS); + EXPECT_EQ(timestamp_nanos.extra_type_info, ParquetExtraTypeInfo::UNIT_NS); +} + +TEST(ParquetTypeTest, ResolveLogicalTimestampMatrix) { + struct Case { + ::parquet::LogicalType::TimeUnit::unit parquet_unit; + bool adjusted_to_utc; + ParquetTimeUnit expected_unit; + ParquetExtraTypeInfo expected_extra; + int expected_scale; + }; + const std::vector cases = { + {::parquet::LogicalType::TimeUnit::MILLIS, true, ParquetTimeUnit::MILLIS, + ParquetExtraTypeInfo::UNIT_MS, 3}, + {::parquet::LogicalType::TimeUnit::MILLIS, false, ParquetTimeUnit::MILLIS, + ParquetExtraTypeInfo::UNIT_MS, 3}, + {::parquet::LogicalType::TimeUnit::MICROS, true, ParquetTimeUnit::MICROS, + ParquetExtraTypeInfo::UNIT_MICROS, 6}, + {::parquet::LogicalType::TimeUnit::MICROS, false, ParquetTimeUnit::MICROS, + ParquetExtraTypeInfo::UNIT_MICROS, 6}, + {::parquet::LogicalType::TimeUnit::NANOS, true, ParquetTimeUnit::NANOS, + ParquetExtraTypeInfo::UNIT_NS, 6}, + {::parquet::LogicalType::TimeUnit::NANOS, false, ParquetTimeUnit::NANOS, + ParquetExtraTypeInfo::UNIT_NS, 6}, + }; + + for (const auto& test_case : cases) { + SCOPED_TRACE(test_case.expected_scale); + const auto type = resolve_node(::parquet::schema::PrimitiveNode::Make( + "ts", ::parquet::Repetition::OPTIONAL, + ::parquet::LogicalType::Timestamp(test_case.adjusted_to_utc, + test_case.parquet_unit), + ::parquet::Type::INT64)); + ASSERT_NE(type.doris_type, nullptr); + EXPECT_TRUE(type.doris_type->is_nullable()); + EXPECT_EQ(primitive_type(type.doris_type), TYPE_DATETIMEV2); + EXPECT_EQ(scale_of(type.doris_type), test_case.expected_scale); + EXPECT_TRUE(type.is_timestamp); + EXPECT_EQ(type.timestamp_is_adjusted_to_utc, test_case.adjusted_to_utc); + EXPECT_EQ(type.time_unit, test_case.expected_unit); + EXPECT_EQ(type.extra_type_info, test_case.expected_extra); + } +} + +TEST(ParquetTypeTest, ConvertedTimeIsRejectedButConvertedTimestampIsSupported) { + const auto converted_time = resolve_node(::parquet::schema::PrimitiveNode::Make( + "time_ms", ::parquet::Repetition::REQUIRED, ::parquet::Type::INT32, + ::parquet::ConvertedType::TIME_MILLIS)); + EXPECT_EQ(converted_time.doris_type, nullptr); + EXPECT_FALSE(converted_time.supports_record_reader); + EXPECT_FALSE(converted_time.unsupported_reason.empty()); + + const auto converted_timestamp = resolve_node(::parquet::schema::PrimitiveNode::Make( + "ts_ms", ::parquet::Repetition::REQUIRED, ::parquet::Type::INT64, + ::parquet::ConvertedType::TIMESTAMP_MILLIS)); + ASSERT_NE(converted_timestamp.doris_type, nullptr); + EXPECT_EQ(primitive_type(converted_timestamp.doris_type), TYPE_DATETIMEV2); + EXPECT_TRUE(converted_timestamp.is_timestamp); + EXPECT_TRUE(converted_timestamp.timestamp_is_adjusted_to_utc); + EXPECT_EQ(converted_timestamp.time_unit, ParquetTimeUnit::MILLIS); + + const auto converted_timestamp_micros = resolve_node(::parquet::schema::PrimitiveNode::Make( + "ts_us", ::parquet::Repetition::OPTIONAL, ::parquet::Type::INT64, + ::parquet::ConvertedType::TIMESTAMP_MICROS)); + ASSERT_NE(converted_timestamp_micros.doris_type, nullptr); + EXPECT_TRUE(converted_timestamp_micros.doris_type->is_nullable()); + EXPECT_EQ(primitive_type(converted_timestamp_micros.doris_type), TYPE_DATETIMEV2); + EXPECT_EQ(scale_of(converted_timestamp_micros.doris_type), 6); + EXPECT_TRUE(converted_timestamp_micros.is_timestamp); + EXPECT_TRUE(converted_timestamp_micros.timestamp_is_adjusted_to_utc); + EXPECT_EQ(converted_timestamp_micros.time_unit, ParquetTimeUnit::MICROS); + EXPECT_EQ(converted_timestamp_micros.extra_type_info, ParquetExtraTypeInfo::UNIT_MICROS); +} + +TEST(ParquetTypeTest, ResolveConvertedIntegerMappingsAndDecodedKinds) { + struct Case { + ::parquet::ConvertedType::type converted_type; + ::parquet::Type::type physical_type; + PrimitiveType expected_type; + int bit_width; + bool expected_unsigned; + DecodedValueKind expected_value_kind; + }; + const std::vector cases = { + {::parquet::ConvertedType::INT_8, ::parquet::Type::INT32, TYPE_TINYINT, 8, false, + DecodedValueKind::INT32}, + {::parquet::ConvertedType::UINT_8, ::parquet::Type::INT32, TYPE_SMALLINT, 8, true, + DecodedValueKind::INT32}, + {::parquet::ConvertedType::INT_16, ::parquet::Type::INT32, TYPE_SMALLINT, 16, false, + DecodedValueKind::INT32}, + {::parquet::ConvertedType::UINT_16, ::parquet::Type::INT32, TYPE_INT, 16, true, + DecodedValueKind::INT32}, + {::parquet::ConvertedType::INT_32, ::parquet::Type::INT32, TYPE_INT, 32, false, + DecodedValueKind::INT32}, + {::parquet::ConvertedType::UINT_32, ::parquet::Type::INT32, TYPE_BIGINT, 32, true, + DecodedValueKind::UINT32}, + {::parquet::ConvertedType::INT_64, ::parquet::Type::INT64, TYPE_BIGINT, 64, false, + DecodedValueKind::INT64}, + {::parquet::ConvertedType::UINT_64, ::parquet::Type::INT64, TYPE_LARGEINT, 64, true, + DecodedValueKind::UINT64}, + }; + + for (const auto& test_case : cases) { + SCOPED_TRACE(test_case.converted_type); + const auto type = resolve_node(::parquet::schema::PrimitiveNode::Make( + "c", ::parquet::Repetition::REQUIRED, test_case.physical_type, + test_case.converted_type)); + ASSERT_NE(type.doris_type, nullptr); + EXPECT_EQ(primitive_type(type.doris_type), test_case.expected_type); + EXPECT_EQ(type.integer_bit_width, test_case.bit_width); + EXPECT_EQ(type.is_unsigned_integer, test_case.expected_unsigned); + EXPECT_EQ(decoded_value_kind(type), test_case.expected_value_kind); + } +} + +TEST(ParquetTypeTest, ResolveConvertedDecimalCarriers) { + struct Case { + ::parquet::Type::type physical_type; + int type_length; + int precision; + int scale; + PrimitiveType expected_type; + ParquetExtraTypeInfo expected_extra; + }; + const std::vector cases = { + {::parquet::Type::INT32, -1, 9, 2, TYPE_DECIMAL32, ParquetExtraTypeInfo::DECIMAL_INT32}, + {::parquet::Type::INT64, -1, 18, 6, TYPE_DECIMAL64, + ParquetExtraTypeInfo::DECIMAL_INT64}, + {::parquet::Type::BYTE_ARRAY, -1, 20, 5, TYPE_DECIMAL128I, + ParquetExtraTypeInfo::DECIMAL_BYTE_ARRAY}, + {::parquet::Type::FIXED_LEN_BYTE_ARRAY, 16, 38, 6, TYPE_DECIMAL128I, + ParquetExtraTypeInfo::DECIMAL_BYTE_ARRAY}, + {::parquet::Type::FIXED_LEN_BYTE_ARRAY, 20, 39, 6, TYPE_DECIMAL256, + ParquetExtraTypeInfo::DECIMAL_BYTE_ARRAY}, + }; + + for (const auto& test_case : cases) { + SCOPED_TRACE(test_case.physical_type); + const auto type = resolve_node(::parquet::schema::PrimitiveNode::Make( + "d", ::parquet::Repetition::REQUIRED, test_case.physical_type, + ::parquet::ConvertedType::DECIMAL, test_case.type_length, test_case.precision, + test_case.scale)); + ASSERT_NE(type.doris_type, nullptr); + EXPECT_EQ(primitive_type(type.doris_type), test_case.expected_type); + EXPECT_TRUE(type.is_decimal); + EXPECT_FALSE(type.is_string_like); + EXPECT_EQ(type.decimal_precision, test_case.precision); + EXPECT_EQ(type.decimal_scale, test_case.scale); + EXPECT_EQ(type.extra_type_info, test_case.expected_extra); + } +} + +TEST(ParquetTypeTest, ResolveLogicalStringDateAndDecimalMappings) { + const std::vector> string_like_logical_types = { + ::parquet::LogicalType::String(), ::parquet::LogicalType::Enum(), + ::parquet::LogicalType::JSON(), ::parquet::LogicalType::BSON()}; + for (const auto& logical_type : string_like_logical_types) { + const auto type = resolve_node(::parquet::schema::PrimitiveNode::Make( + "s", ::parquet::Repetition::OPTIONAL, logical_type, ::parquet::Type::BYTE_ARRAY)); + ASSERT_NE(type.doris_type, nullptr); + EXPECT_TRUE(type.doris_type->is_nullable()); + EXPECT_EQ(primitive_type(type.doris_type), TYPE_STRING); + EXPECT_TRUE(type.is_string_like); + } + + const auto uuid = resolve_node(::parquet::schema::PrimitiveNode::Make( + "uuid", ::parquet::Repetition::OPTIONAL, ::parquet::LogicalType::UUID(), + ::parquet::Type::FIXED_LEN_BYTE_ARRAY, 16)); + ASSERT_NE(uuid.doris_type, nullptr); + EXPECT_TRUE(uuid.doris_type->is_nullable()); + EXPECT_EQ(primitive_type(uuid.doris_type), TYPE_STRING); + EXPECT_TRUE(uuid.is_string_like); + + const auto date = resolve_node(::parquet::schema::PrimitiveNode::Make( + "d", ::parquet::Repetition::REQUIRED, ::parquet::LogicalType::Date(), + ::parquet::Type::INT32)); + ASSERT_NE(date.doris_type, nullptr); + EXPECT_EQ(primitive_type(date.doris_type), TYPE_DATEV2); + + const auto decimal64 = resolve_node(::parquet::schema::PrimitiveNode::Make( + "d64", ::parquet::Repetition::REQUIRED, ::parquet::LogicalType::Decimal(18, 6), + ::parquet::Type::INT64)); + ASSERT_NE(decimal64.doris_type, nullptr); + EXPECT_EQ(primitive_type(decimal64.doris_type), TYPE_DECIMAL64); + EXPECT_TRUE(decimal64.is_decimal); + EXPECT_EQ(decimal64.decimal_precision, 18); + EXPECT_EQ(decimal64.decimal_scale, 6); + EXPECT_EQ(decimal64.extra_type_info, ParquetExtraTypeInfo::DECIMAL_INT64); + + const auto decimal128 = resolve_node(::parquet::schema::PrimitiveNode::Make( + "d128", ::parquet::Repetition::REQUIRED, ::parquet::LogicalType::Decimal(38, 6), + ::parquet::Type::FIXED_LEN_BYTE_ARRAY, 16)); + ASSERT_NE(decimal128.doris_type, nullptr); + EXPECT_EQ(primitive_type(decimal128.doris_type), TYPE_DECIMAL128I); + EXPECT_TRUE(decimal128.is_decimal); + EXPECT_EQ(decimal128.decimal_precision, 38); + EXPECT_EQ(decimal128.decimal_scale, 6); + EXPECT_EQ(decimal128.extra_type_info, ParquetExtraTypeInfo::DECIMAL_BYTE_ARRAY); + + const auto decimal256 = resolve_node(::parquet::schema::PrimitiveNode::Make( + "d256", ::parquet::Repetition::REQUIRED, ::parquet::LogicalType::Decimal(39, 6), + ::parquet::Type::FIXED_LEN_BYTE_ARRAY, 20)); + ASSERT_NE(decimal256.doris_type, nullptr); + EXPECT_EQ(primitive_type(decimal256.doris_type), TYPE_DECIMAL256); + EXPECT_TRUE(decimal256.is_decimal); + EXPECT_EQ(decimal256.decimal_precision, 39); + EXPECT_EQ(decimal256.decimal_scale, 6); + EXPECT_EQ(decimal256.extra_type_info, ParquetExtraTypeInfo::DECIMAL_BYTE_ARRAY); + EXPECT_FALSE(decimal256.is_string_like); +} + +TEST(ParquetTypeTest, LogicalConvertedAndPhysicalFallbackLevelsAreDistinct) { + const auto logical_type = resolve_node(::parquet::schema::PrimitiveNode::Make( + "c", ::parquet::Repetition::REQUIRED, ::parquet::LogicalType::Int(8, true), + ::parquet::Type::INT32)); + ASSERT_NE(logical_type.doris_type, nullptr); + EXPECT_EQ(primitive_type(logical_type.doris_type), TYPE_TINYINT); + EXPECT_EQ(logical_type.integer_bit_width, 8); + + const auto converted_type = resolve_node(::parquet::schema::PrimitiveNode::Make( + "c", ::parquet::Repetition::REQUIRED, ::parquet::Type::INT32, + ::parquet::ConvertedType::INT_8)); + ASSERT_NE(converted_type.doris_type, nullptr); + EXPECT_EQ(primitive_type(converted_type.doris_type), TYPE_TINYINT); + EXPECT_EQ(converted_type.integer_bit_width, 8); + + const auto physical_type = resolve_node(::parquet::schema::PrimitiveNode::Make( + "c", ::parquet::Repetition::REQUIRED, ::parquet::Type::INT32)); + ASSERT_NE(physical_type.doris_type, nullptr); + EXPECT_EQ(primitive_type(physical_type.doris_type), TYPE_INT); + EXPECT_EQ(physical_type.integer_bit_width, -1); +} + +TEST(ParquetTypeTest, ResolveDecimalStringLikeFloat16AndPhysicalFallback) { + const auto decimal256 = resolve_node(::parquet::schema::PrimitiveNode::Make( + "d", ::parquet::Repetition::REQUIRED, ::parquet::Type::FIXED_LEN_BYTE_ARRAY, + ::parquet::ConvertedType::DECIMAL, 20, 39, 6)); + ASSERT_NE(decimal256.doris_type, nullptr); + EXPECT_EQ(primitive_type(decimal256.doris_type), TYPE_DECIMAL256); + EXPECT_TRUE(decimal256.is_decimal); + EXPECT_FALSE(decimal256.is_string_like); + EXPECT_EQ(decimal256.decimal_precision, 39); + EXPECT_EQ(decimal256.decimal_scale, 6); + EXPECT_EQ(decimal256.extra_type_info, ParquetExtraTypeInfo::DECIMAL_BYTE_ARRAY); + + const auto plain_binary = resolve_node(::parquet::schema::PrimitiveNode::Make( + "s", ::parquet::Repetition::REQUIRED, ::parquet::Type::BYTE_ARRAY)); + ASSERT_NE(plain_binary.doris_type, nullptr); + EXPECT_EQ(primitive_type(plain_binary.doris_type), TYPE_STRING); + EXPECT_TRUE(plain_binary.is_string_like); + + const auto float16 = resolve_arrow_float16_type(); + ASSERT_NE(float16.doris_type, nullptr); + EXPECT_TRUE(float16.doris_type->is_nullable()); + EXPECT_EQ(float16.physical_type, ::parquet::Type::FIXED_LEN_BYTE_ARRAY); + EXPECT_EQ(float16.fixed_length, 2); + EXPECT_EQ(primitive_type(float16.doris_type), TYPE_FLOAT); + EXPECT_EQ(float16.extra_type_info, ParquetExtraTypeInfo::FLOAT16); + EXPECT_FALSE(float16.is_string_like); + EXPECT_EQ(decoded_value_kind(float16), DecodedValueKind::FIXED_BINARY); +} + +TEST(ParquetTypeTest, ResolveNullDescriptorAndPhysicalFallback) { + const auto null_type = resolve_parquet_type(nullptr); + EXPECT_EQ(null_type.doris_type, nullptr); + EXPECT_EQ(null_type.physical_type, ::parquet::Type::UNDEFINED); + EXPECT_TRUE(null_type.supports_record_reader); + + const auto int96 = resolve_node(::parquet::schema::PrimitiveNode::Make( + "ts", ::parquet::Repetition::REQUIRED, ::parquet::Type::INT96)); + ASSERT_NE(int96.doris_type, nullptr); + EXPECT_EQ(primitive_type(int96.doris_type), TYPE_DATETIMEV2); + EXPECT_EQ(int96.extra_type_info, ParquetExtraTypeInfo::IMPALA_TIMESTAMP); + EXPECT_EQ(decoded_value_kind(int96), DecodedValueKind::INT96); +} + +TEST(ParquetTypeTest, ResolveEveryPhysicalFallback) { + struct Case { + ::parquet::schema::NodePtr node; + PrimitiveType expected_type; + DecodedValueKind expected_kind; + bool expected_string_like = false; + }; + const std::vector cases = { + {::parquet::schema::PrimitiveNode::Make("b", ::parquet::Repetition::REQUIRED, + ::parquet::Type::BOOLEAN), + TYPE_BOOLEAN, DecodedValueKind::BOOL}, + {::parquet::schema::PrimitiveNode::Make("i32", ::parquet::Repetition::REQUIRED, + ::parquet::Type::INT32), + TYPE_INT, DecodedValueKind::INT32}, + {::parquet::schema::PrimitiveNode::Make("i64", ::parquet::Repetition::REQUIRED, + ::parquet::Type::INT64), + TYPE_BIGINT, DecodedValueKind::INT64}, + {::parquet::schema::PrimitiveNode::Make("f", ::parquet::Repetition::REQUIRED, + ::parquet::Type::FLOAT), + TYPE_FLOAT, DecodedValueKind::FLOAT}, + {::parquet::schema::PrimitiveNode::Make("d", ::parquet::Repetition::REQUIRED, + ::parquet::Type::DOUBLE), + TYPE_DOUBLE, DecodedValueKind::DOUBLE}, + {::parquet::schema::PrimitiveNode::Make("s", ::parquet::Repetition::REQUIRED, + ::parquet::Type::BYTE_ARRAY), + TYPE_STRING, DecodedValueKind::BINARY, true}, + {::parquet::schema::PrimitiveNode::Make("fs", ::parquet::Repetition::REQUIRED, + ::parquet::Type::FIXED_LEN_BYTE_ARRAY, + ::parquet::ConvertedType::NONE, 4), + TYPE_STRING, DecodedValueKind::FIXED_BINARY, true}, + {::parquet::schema::PrimitiveNode::Make("ts", ::parquet::Repetition::REQUIRED, + ::parquet::Type::INT96), + TYPE_DATETIMEV2, DecodedValueKind::INT96}, + }; + + for (const auto& test_case : cases) { + SCOPED_TRACE(test_case.expected_type); + const auto type = resolve_node(test_case.node); + ASSERT_NE(type.doris_type, nullptr); + EXPECT_EQ(primitive_type(type.doris_type), test_case.expected_type); + EXPECT_EQ(decoded_value_kind(type), test_case.expected_kind); + EXPECT_EQ(type.is_string_like, test_case.expected_string_like); + EXPECT_TRUE(type.supports_record_reader); + } +} + +TEST(ParquetTypeTest, InvalidLogicalAnnotationsFallBackOrRejectAsSpecified) { + EXPECT_THROW(::parquet::LogicalType::Int(24, true), ::parquet::ParquetException); + + const auto nanos_time = resolve_node(::parquet::schema::PrimitiveNode::Make( + "time_ns", ::parquet::Repetition::REQUIRED, + ::parquet::LogicalType::Time(false, ::parquet::LogicalType::TimeUnit::NANOS), + ::parquet::Type::INT64)); + ASSERT_NE(nanos_time.doris_type, nullptr); + EXPECT_EQ(primitive_type(nanos_time.doris_type), TYPE_BIGINT); + EXPECT_TRUE(nanos_time.unsupported_reason.empty()); + + const auto adjusted_nanos_time = resolve_node(::parquet::schema::PrimitiveNode::Make( + "time_ns_utc", ::parquet::Repetition::REQUIRED, + ::parquet::LogicalType::Time(true, ::parquet::LogicalType::TimeUnit::NANOS), + ::parquet::Type::INT64)); + EXPECT_EQ(adjusted_nanos_time.doris_type, nullptr); + EXPECT_FALSE(adjusted_nanos_time.supports_record_reader); + EXPECT_FALSE(adjusted_nanos_time.unsupported_reason.empty()); + + EXPECT_THROW(::parquet::schema::PrimitiveNode::Make("f16_bad", ::parquet::Repetition::REQUIRED, + ::parquet::LogicalType::Float16(), + ::parquet::Type::FIXED_LEN_BYTE_ARRAY, 4), + ::parquet::ParquetException); +} + +} // namespace doris::format::parquet diff --git a/be/test/format_v2/table/hive_reader_test.cpp b/be/test/format_v2/table/hive_reader_test.cpp new file mode 100644 index 00000000000000..a41effaa91a3a9 --- /dev/null +++ b/be/test/format_v2/table/hive_reader_test.cpp @@ -0,0 +1,127 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/table/hive_reader.h" + +#include + +#include +#include +#include + +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" +#include "format_v2/column_data.h" +#include "gen_cpp/PlanNodes_types.h" +#include "runtime/runtime_profile.h" +#include "runtime/runtime_state.h" + +namespace doris::format::hive { +namespace { + +ColumnDefinition table_column(const std::string& name, DataTypePtr type) { + ColumnDefinition column; + column.identifier = Field::create_field(name); + column.name = name; + column.type = std::move(type); + return column; +} + +Status init_hive_reader(FileFormat format, TFileScanRangeParams* params, RuntimeState* state, + RuntimeProfile* profile, HiveReader* reader) { + return reader->init({ + .projected_columns = {table_column("id", std::make_shared()), + table_column("name", std::make_shared())}, + .column_predicates = {}, + .conjuncts = {}, + .format = format, + .scan_params = params, + .io_ctx = nullptr, + .runtime_state = state, + .scanner_profile = profile, + }); +} + +class HiveV2ReaderTest : public testing::Test { +public: + HiveV2ReaderTest() : state(query_options, query_globals), profile("hive_v2_reader_test") {} + +protected: + TQueryOptions query_options; + TQueryGlobals query_globals; + RuntimeState state; + RuntimeProfile profile; +}; + +// Scenario: Hive tables using OpenCSVSerde are planned as table_format=hive with CSV file format. +// HiveReader must allow that file format so TableReader can create the v2 CsvReader. +TEST_F(HiveV2ReaderTest, InitSupportsCsvFileFormat) { + TFileScanRangeParams params; + params.__set_format_type(TFileFormatType::FORMAT_CSV_PLAIN); + HiveReader reader; + + ASSERT_TRUE(init_hive_reader(FileFormat::CSV, ¶ms, &state, &profile, &reader).ok()); + EXPECT_EQ(reader.mapping_mode(), TableColumnMappingMode::BY_NAME); +} + +// Scenario: Hive text files also synthesize a file-local schema from FE slots, so they should use +// name mapping at the table-reader layer while TextReader consumes column_idxs for field ordinals. +TEST_F(HiveV2ReaderTest, InitSupportsTextFileFormat) { + TFileScanRangeParams params; + params.__set_format_type(TFileFormatType::FORMAT_TEXT); + HiveReader reader; + + ASSERT_TRUE(init_hive_reader(FileFormat::TEXT, ¶ms, &state, &profile, &reader).ok()); + EXPECT_EQ(reader.mapping_mode(), TableColumnMappingMode::BY_NAME); +} + +// Scenario: Hive JSON files also synthesize a file-local schema from FE slots, so they should use +// name mapping at the table-reader layer while JsonReader consumes JSON attributes. +TEST_F(HiveV2ReaderTest, InitSupportsJsonFileFormat) { + TFileScanRangeParams params; + params.__set_format_type(TFileFormatType::FORMAT_JSON); + HiveReader reader; + + ASSERT_TRUE(init_hive_reader(FileFormat::JSON, ¶ms, &state, &profile, &reader).ok()); + EXPECT_EQ(reader.mapping_mode(), TableColumnMappingMode::BY_NAME); +} + +// Scenario: positional mapping is only for Hive Parquet/ORC sessions that disable name mapping. +// CSV keeps the synthesized file-column names and leaves column_idxs for the CsvReader itself. +TEST_F(HiveV2ReaderTest, CsvDoesNotConsumeColumnIdxsAsPositionalSchemaMapping) { + query_options.hive_parquet_use_column_names = false; + TFileScanRangeParams params; + params.__set_format_type(TFileFormatType::FORMAT_CSV_PLAIN); + params.__set_column_idxs({3}); + ProjectedColumnBuildContext context { + .scan_params = ¶ms, + .runtime_state = &state, + }; + HiveReader reader; + + TFileScanSlotInfo slot; + slot.__set_is_file_slot(true); + auto column = table_column("value", std::make_shared()); + + ASSERT_TRUE(reader.annotate_projected_column(slot, &context, &column).ok()); + ASSERT_TRUE(column.has_identifier_name()); + EXPECT_EQ(column.get_identifier_name(), "value"); + EXPECT_EQ(context.next_file_column_idx, 0); +} + +} // namespace +} // namespace doris::format::hive diff --git a/be/test/format_v2/table/hudi_reader_test.cpp b/be/test/format_v2/table/hudi_reader_test.cpp new file mode 100644 index 00000000000000..125183cd7a60c4 --- /dev/null +++ b/be/test/format_v2/table/hudi_reader_test.cpp @@ -0,0 +1,182 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/table/hudi_reader.h" + +#include + +#include +#include +#include +#include +#include + +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" +#include "core/data_type/data_type_struct.h" +#include "core/field.h" +#include "format_v2/column_data.h" +#include "gen_cpp/ExternalTableSchema_types.h" +#include "gen_cpp/PlanNodes_types.h" + +namespace doris::format { +namespace { + +schema::external::TFieldPtr external_schema_field(std::string name, int32_t id, + std::vector aliases = {}) { + auto field = std::make_shared(); + field->__set_name(std::move(name)); + field->__set_id(id); + if (!aliases.empty()) { + field->__set_name_mapping(std::move(aliases)); + } + schema::external::TFieldPtr field_ptr; + field_ptr.field_ptr = std::move(field); + field_ptr.__isset.field_ptr = true; + return field_ptr; +} + +schema::external::TSchema external_schema(int64_t schema_id, + std::vector fields) { + schema::external::TStructField root_field; + root_field.__set_fields(std::move(fields)); + schema::external::TSchema schema; + schema.__set_schema_id(schema_id); + schema.__set_root_field(std::move(root_field)); + return schema; +} + +ColumnDefinition make_file_column(int32_t id, const std::string& name, const DataTypePtr& type) { + ColumnDefinition field; + field.identifier = Field::create_field(id); + field.local_id = id; + field.name = name; + field.type = type; + return field; +} + +TTableFormatFileDesc hudi_table_format_desc(std::optional schema_id) { + TTableFormatFileDesc table_format_params; + table_format_params.__set_table_format_type("hudi"); + THudiFileDesc hudi_params; + if (schema_id.has_value()) { + hudi_params.__set_schema_id(*schema_id); + } + table_format_params.__set_hudi_params(hudi_params); + return table_format_params; +} + +// Scenario: FileScannerV2 Hudi native reader uses the split schema id to annotate the physical +// file schema before TableColumnMapper runs. This keeps schema-evolved Hudi files on field-id +// mapping, including renamed nested children. +TEST(HudiReaderTest, AnnotatesFileSchemaFromSplitHistorySchema) { + TFileScanRangeParams scan_params; + scan_params.__set_current_schema_id(200); + + auto profile_field = external_schema_field("profile", 20); + schema::external::TStructField profile_struct; + profile_struct.__set_fields({external_schema_field("old_age", 21, {"age"})}); + profile_field.field_ptr->nestedField.__set_struct_field(std::move(profile_struct)); + profile_field.field_ptr->__isset.nestedField = true; + + scan_params.__set_history_schema_info({ + external_schema(100, {external_schema_field("old_name", 10, {"name"}), profile_field}), + external_schema( + 200, {external_schema_field("name", 10), external_schema_field("profile", 20)}), + }); + + hudi::HudiReader reader; + reader.TEST_set_scan_params(&scan_params); + + SplitReadOptions split_options; + split_options.current_range.__set_table_format_params(hudi_table_format_desc(100)); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + EXPECT_EQ(reader.TEST_mapping_mode(), TableColumnMappingMode::BY_FIELD_ID); + + auto string_type = std::make_shared(); + auto int_type = std::make_shared(); + auto profile_type = std::make_shared(DataTypes {int_type}, Strings {"old_age"}); + auto profile_column = make_file_column(1, "profile", profile_type); + profile_column.children = {make_file_column(0, "old_age", int_type)}; + std::vector file_schema { + make_file_column(0, "old_name", string_type), + profile_column, + }; + + ASSERT_TRUE(reader.TEST_annotate_file_schema(&file_schema).ok()); + ASSERT_EQ(file_schema.size(), 2); + EXPECT_EQ(file_schema[0].get_identifier_field_id(), 10); + EXPECT_EQ(file_schema[0].name_mapping, std::vector({"name"})); + EXPECT_EQ(file_schema[1].get_identifier_field_id(), 20); + ASSERT_EQ(file_schema[1].children.size(), 1); + EXPECT_EQ(file_schema[1].children[0].get_identifier_field_id(), 21); + EXPECT_EQ(file_schema[1].children[0].name_mapping, std::vector({"age"})); +} + +// Scenario: a Hudi split can only use field-id mapping when its schema id resolves to a historical +// schema sent by FE. Unknown or missing split schema ids must fall back to BY_NAME and leave the +// physical file schema untouched. +TEST(HudiReaderTest, FallsBackToByNameWhenSplitHistorySchemaIsMissing) { + TFileScanRangeParams scan_params; + scan_params.__set_current_schema_id(200); + scan_params.__set_history_schema_info({ + external_schema(200, {external_schema_field("name", 10)}), + }); + + hudi::HudiReader reader; + reader.TEST_set_scan_params(&scan_params); + + SplitReadOptions split_options; + split_options.current_range.__set_table_format_params(hudi_table_format_desc(100)); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + EXPECT_EQ(reader.TEST_mapping_mode(), TableColumnMappingMode::BY_NAME); + + std::vector file_schema { + make_file_column(0, "old_name", std::make_shared()), + }; + ASSERT_TRUE(reader.TEST_annotate_file_schema(&file_schema).ok()); + EXPECT_EQ(file_schema[0].get_identifier_field_id(), 0); + EXPECT_TRUE(file_schema[0].name_mapping.empty()); +} + +// Scenario: HudiReader must reset the previous split schema id before each split. Otherwise a +// BY_FIELD_ID split could leak its schema id into the next split that carries no schema id. +TEST(HudiReaderTest, ResetsSplitSchemaIdBeforePreparingNextSplit) { + TFileScanRangeParams scan_params; + scan_params.__set_current_schema_id(200); + scan_params.__set_history_schema_info({ + external_schema(100, {external_schema_field("old_name", 10, {"name"})}), + external_schema(200, {external_schema_field("name", 10)}), + }); + + hudi::HudiReader reader; + reader.TEST_set_scan_params(&scan_params); + + SplitReadOptions split_with_schema_id; + split_with_schema_id.current_range.__set_table_format_params(hudi_table_format_desc(100)); + ASSERT_TRUE(reader.prepare_split(split_with_schema_id).ok()); + EXPECT_EQ(reader.TEST_mapping_mode(), TableColumnMappingMode::BY_FIELD_ID); + + SplitReadOptions split_without_schema_id; + split_without_schema_id.current_range.__set_table_format_params( + hudi_table_format_desc(std::nullopt)); + ASSERT_TRUE(reader.prepare_split(split_without_schema_id).ok()); + EXPECT_EQ(reader.TEST_mapping_mode(), TableColumnMappingMode::BY_NAME); +} + +} // namespace +} // namespace doris::format diff --git a/be/test/format_v2/table/iceberg_reader_test.cpp b/be/test/format_v2/table/iceberg_reader_test.cpp new file mode 100644 index 00000000000000..84fe09bc0c55b5 --- /dev/null +++ b/be/test/format_v2/table/iceberg_reader_test.cpp @@ -0,0 +1,1852 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/table/iceberg_reader.h" + +#include +#include +#include +#include +#include + +#include +#include +#include +#include +#include +#include +#include +#include +#include + +#include "common/consts.h" +#include "core/assert_cast.h" +#include "core/block/block.h" +#include "core/column/column_array.h" +#include "core/column/column_const.h" +#include "core/column/column_map.h" +#include "core/column/column_nullable.h" +#include "core/column/column_string.h" +#include "core/column/column_struct.h" +#include "core/column/column_vector.h" +#include "core/data_type/data_type_array.h" +#include "core/data_type/data_type_map.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" +#include "core/data_type/data_type_struct.h" +#include "exec/common/endian.h" +#include "exprs/runtime_filter_expr.h" +#include "exprs/vectorized_fn_call.h" +#include "exprs/vexpr.h" +#include "exprs/vliteral.h" +#include "exprs/vslot_ref.h" +#include "format/format_common.h" +#include "format/table/deletion_vector_reader.h" +#include "format_v2/table_reader.h" +#include "gen_cpp/Exprs_types.h" +#include "gen_cpp/PlanNodes_types.h" +#include "io/io_common.h" +#include "roaring/roaring64map.hh" +#include "runtime/runtime_profile.h" +#include "runtime/runtime_state.h" +#include "storage/predicate/predicate_creator.h" +#include "storage/segment/condition_cache.h" + +namespace doris::format { +namespace { + +LocalColumnIndex field_projection(int32_t column_id) { + return LocalColumnIndex {.index = column_id}; +} + +std::vector projection_ids(const std::vector& projections) { + std::vector ids; + ids.reserve(projections.size()); + for (const auto& projection : projections) { + ids.push_back(projection.index); + } + return ids; +} +VExprSPtr table_int32_slot_ref(int slot_id, int column_id, const std::string& column_name) { + const auto nullable_int_type = make_nullable(std::make_shared()); + return VSlotRef::create_shared(slot_id, column_id, slot_id, nullable_int_type, column_name); +} + +VExprSPtr table_int32_literal(int32_t value) { + return VLiteral::create_shared(std::make_shared(), + Field::create_field(value)); +} + +VExprSPtr table_int64_literal(int64_t value) { + return VLiteral::create_shared(std::make_shared(), + Field::create_field(value)); +} + +TExprNode table_function_node(const std::string& function_name, const DataTypePtr& return_type, + const std::vector& arg_types, + TExprNodeType::type node_type, + TExprOpcode::type opcode = TExprOpcode::INVALID_OPCODE, + bool short_circuit_evaluation = false) { + TFunctionName fn_name; + fn_name.__set_function_name(function_name); + TFunction fn; + fn.__set_name(fn_name); + fn.__set_binary_type(TFunctionBinaryType::BUILTIN); + std::vector thrift_arg_types; + thrift_arg_types.reserve(arg_types.size()); + for (const auto& arg_type : arg_types) { + thrift_arg_types.push_back(arg_type->to_thrift()); + } + fn.__set_arg_types(thrift_arg_types); + fn.__set_ret_type(return_type->to_thrift()); + fn.__set_has_var_args(false); + + TExprNode node; + node.__set_node_type(node_type); + node.__set_opcode(opcode); + node.__set_type(return_type->to_thrift()); + node.__set_fn(fn); + node.__set_num_children(static_cast(arg_types.size())); + node.__set_is_nullable(return_type->is_nullable()); + if (short_circuit_evaluation) { + node.__set_short_circuit_evaluation(true); + } + return node; +} + +VExprSPtr table_function_expr(const std::string& function_name, const DataTypePtr& return_type, + const std::vector& arg_types, + TExprNodeType::type node_type = TExprNodeType::FUNCTION_CALL, + TExprOpcode::type opcode = TExprOpcode::INVALID_OPCODE) { + const auto node = table_function_node(function_name, return_type, arg_types, node_type, opcode); + return VectorizedFnCall::create_shared(node); +} + +VExprSPtr table_int32_greater_than_expr(int slot_id, int column_id, int32_t value) { + const auto int_type = std::make_shared(); + const auto nullable_int_type = make_nullable(int_type); + auto expr = table_function_expr("gt", make_nullable(std::make_shared()), + {nullable_int_type, int_type}, TExprNodeType::BINARY_PRED, + TExprOpcode::GT); + expr->add_child(table_int32_slot_ref(slot_id, column_id, "id")); + expr->add_child(table_int32_literal(value)); + return expr; +} + +VExprSPtr table_nullable_int64_binary_predicate(const std::string& function_name, + TExprOpcode::type opcode, int slot_id, + int column_id, const std::string& column_name, + int64_t value) { + const auto int64_type = std::make_shared(); + const auto nullable_int64_type = make_nullable(int64_type); + auto expr = table_function_expr(function_name, make_nullable(std::make_shared()), + {nullable_int64_type, int64_type}, TExprNodeType::BINARY_PRED, + opcode); + expr->add_child( + VSlotRef::create_shared(slot_id, column_id, slot_id, nullable_int64_type, column_name)); + expr->add_child(table_int64_literal(value)); + return expr; +} + +class IcebergTableReaderDeleteFileTestHelper final + : public doris::format::iceberg::IcebergTableReader { +public: + Status parse_deletion_vector_file(const TTableFormatFileDesc& t_desc, DeleteFileDesc* desc, + bool* has_delete_file) { + return _parse_deletion_vector_file(t_desc, desc, has_delete_file); + } +}; + +class IcebergTableReaderScanRequestTestHelper final + : public doris::format::iceberg::IcebergTableReader { +public: + Status init_for_scan_request_test(std::vector projected_columns) { + _query_options = std::make_unique(); + _query_globals = std::make_unique(); + _state = std::make_unique(*_query_options, *_query_globals); + RETURN_IF_ERROR(init({ + .projected_columns = std::move(projected_columns), + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = _state.get(), + .scanner_profile = nullptr, + })); + + SplitReadOptions split_options; + split_options.current_range.__set_path("scan-request-test.parquet"); + TTableFormatFileDesc table_format_params; + TIcebergFileDesc iceberg_params; + iceberg_params.__set_first_row_id(1000); + table_format_params.__set_iceberg_params(iceberg_params); + split_options.current_range.__set_table_format_params(table_format_params); + RETURN_IF_ERROR(prepare_split(split_options)); + + _delete_rows_storage = {1}; + _delete_rows = &_delete_rows_storage; + return Status::OK(); + } + + Status customize_request(FileScanRequest* request) { + return customize_file_scan_request(request); + } + +private: + std::unique_ptr _query_options; + std::unique_ptr _query_globals; + std::unique_ptr _state; + DeleteRows _delete_rows_storage; +}; + +class IcebergTableReaderMappingModeTestHelper final + : public doris::format::iceberg::IcebergTableReader { +public: + TableColumnMappingMode mapping_mode_for_schema(std::vector file_schema) { + _data_reader.file_schema = std::move(file_schema); + return mapping_mode(); + } +}; + +std::shared_ptr finish_array(arrow::ArrayBuilder* builder) { + std::shared_ptr array; + EXPECT_TRUE(builder->Finish(&array).ok()); + return array; +} + +std::shared_ptr build_int32_array(const std::vector& values) { + arrow::Int32Builder builder; + for (const auto value : values) { + EXPECT_TRUE(builder.Append(value).ok()); + } + return finish_array(&builder); +} + +std::shared_ptr build_int64_array(const std::vector& values) { + arrow::Int64Builder builder; + for (const auto value : values) { + EXPECT_TRUE(builder.Append(value).ok()); + } + return finish_array(&builder); +} + +std::shared_ptr build_nullable_int64_array( + const std::vector>& values) { + arrow::Int64Builder builder; + for (const auto& value : values) { + if (value.has_value()) { + EXPECT_TRUE(builder.Append(*value).ok()); + } else { + EXPECT_TRUE(builder.AppendNull().ok()); + } + } + return finish_array(&builder); +} + +std::shared_ptr build_string_array(const std::vector& values) { + arrow::StringBuilder builder; + for (const auto& value : values) { + EXPECT_TRUE(builder.Append(value).ok()); + } + return finish_array(&builder); +} + +void write_iceberg_equality_delete_parquet_file(const std::string& file_path, int32_t field_id, + int32_t value) { + const auto metadata = + arrow::key_value_metadata({"PARQUET:field_id"}, {std::to_string(field_id)}); + auto schema = arrow::schema({ + arrow::field("id", arrow::int32(), false)->WithMetadata(metadata), + }); + auto table = arrow::Table::Make(schema, {build_int32_array({value})}); + + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder builder; + builder.version(::parquet::ParquetVersion::PARQUET_2_6); + builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + builder.compression(::parquet::Compression::UNCOMPRESSED); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, 1, + builder.build())); +} + +void write_iceberg_equality_delete_bigint_parquet_file(const std::string& file_path, + int32_t field_id, int64_t value) { + const auto metadata = + arrow::key_value_metadata({"PARQUET:field_id"}, {std::to_string(field_id)}); + auto schema = arrow::schema({ + arrow::field("id", arrow::int64(), false)->WithMetadata(metadata), + }); + auto table = arrow::Table::Make(schema, {build_int64_array({value})}); + + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder builder; + builder.version(::parquet::ParquetVersion::PARQUET_2_6); + builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + builder.compression(::parquet::Compression::UNCOMPRESSED); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, 1, + builder.build())); +} + +void write_int_pair_parquet_file(const std::string& file_path, const std::vector& ids, + const std::vector& scores, + const std::vector& values, + int64_t row_group_size = -1) { + const auto id_metadata = arrow::key_value_metadata({"PARQUET:field_id"}, {"0"}); + const auto score_metadata = arrow::key_value_metadata({"PARQUET:field_id"}, {"1"}); + const auto value_metadata = arrow::key_value_metadata({"PARQUET:field_id"}, {"2"}); + auto schema = arrow::schema({ + arrow::field("id", arrow::int32(), false)->WithMetadata(id_metadata), + arrow::field("score", arrow::int32(), false)->WithMetadata(score_metadata), + arrow::field("value", arrow::utf8(), false)->WithMetadata(value_metadata), + }); + auto table = arrow::Table::Make(schema, {build_int32_array(ids), build_int32_array(scores), + build_string_array(values)}); + + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder builder; + builder.version(::parquet::ParquetVersion::PARQUET_2_6); + builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + builder.compression(::parquet::Compression::UNCOMPRESSED); + const auto write_row_group_size = + row_group_size > 0 ? row_group_size : static_cast(ids.size()); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, + write_row_group_size, builder.build())); +} + +void write_iceberg_row_lineage_parquet_file( + const std::string& file_path, const std::vector& ids, + const std::vector>& row_ids, + const std::vector>& last_updated_sequence_numbers = {}) { + ASSERT_EQ(ids.size(), row_ids.size()); + if (!last_updated_sequence_numbers.empty()) { + ASSERT_EQ(ids.size(), last_updated_sequence_numbers.size()); + } + const auto id_metadata = arrow::key_value_metadata({"PARQUET:field_id"}, {"0"}); + const auto row_id_metadata = arrow::key_value_metadata({"PARQUET:field_id"}, {"2147483540"}); + const auto last_updated_sequence_number_metadata = + arrow::key_value_metadata({"PARQUET:field_id"}, {"2147483539"}); + auto schema = arrow::schema({ + arrow::field("id", arrow::int32(), false)->WithMetadata(id_metadata), + arrow::field("_row_id", arrow::int64(), true)->WithMetadata(row_id_metadata), + }); + std::vector> arrays = { + build_int32_array(ids), + build_nullable_int64_array(row_ids), + }; + if (!last_updated_sequence_numbers.empty()) { + schema = + schema->AddField(schema->num_fields(), + arrow::field("_last_updated_sequence_number", arrow::int64(), true) + ->WithMetadata(last_updated_sequence_number_metadata)) + .ValueOrDie(); + arrays.push_back(build_nullable_int64_array(last_updated_sequence_numbers)); + } + auto table = arrow::Table::Make(schema, arrays); + + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder builder; + builder.version(::parquet::ParquetVersion::PARQUET_2_6); + builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + builder.compression(::parquet::Compression::UNCOMPRESSED); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, + static_cast(ids.size()), + builder.build())); +} + +void write_position_delete_parquet_file(const std::string& file_path, + const std::vector& data_file_paths, + const std::vector& positions) { + auto schema = arrow::schema({ + arrow::field("file_path", arrow::utf8(), false), + arrow::field("pos", arrow::int64(), false), + }); + auto table = arrow::Table::Make( + schema, {build_string_array(data_file_paths), build_int64_array(positions)}); + + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder builder; + builder.version(::parquet::ParquetVersion::PARQUET_2_6); + builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + builder.compression(::parquet::Compression::UNCOMPRESSED); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, + static_cast(positions.size()), + builder.build())); +} + +int64_t write_iceberg_deletion_vector_file(const std::string& file_path, + const std::vector& deleted_positions) { + roaring::Roaring64Map rows; + for (const auto position : deleted_positions) { + rows.add(position); + } + + const size_t bitmap_size = rows.getSizeInBytes(); + std::vector blob(4 + 4 + bitmap_size + 4); + rows.write(blob.data() + 8); + + const uint32_t total_length = static_cast(4 + bitmap_size); + BigEndian::Store32(blob.data(), total_length); + constexpr char DV_MAGIC[] = {'\xD1', '\xD3', '\x39', '\x64'}; + memcpy(blob.data() + 4, DV_MAGIC, 4); + BigEndian::Store32(blob.data() + 8 + bitmap_size, 0); + + std::ofstream output(file_path, std::ios::binary); + EXPECT_TRUE(output.is_open()); + output.write(blob.data(), static_cast(blob.size())); + EXPECT_TRUE(output.good()); + return static_cast(blob.size()); +} + +Block build_table_block(const std::vector& columns) { + Block block; + for (const auto& column : columns) { + block.insert({column.type->create_column(), column.type, column.name}); + } + return block; +} + +void expect_nullable_int64_column_values(const IColumn& column, + const std::vector& expected_values) { + const auto full_column = column.convert_to_full_column_if_const(); + const auto& nullable_column = assert_cast(*full_column); + const auto& values = + assert_cast(nullable_column.get_nested_column()).get_data(); + ASSERT_EQ(nullable_column.size(), expected_values.size()); + for (size_t row = 0; row < expected_values.size(); ++row) { + EXPECT_EQ(nullable_column.get_null_map_data()[row], 0); + EXPECT_EQ(values[row], expected_values[row]); + } +} + +void expect_nullable_int64_column_optional_values( + const IColumn& column, const std::vector>& expected_values) { + const auto full_column = column.convert_to_full_column_if_const(); + const auto& nullable_column = assert_cast(*full_column); + const auto& values = + assert_cast(nullable_column.get_nested_column()).get_data(); + ASSERT_EQ(nullable_column.size(), expected_values.size()); + for (size_t row = 0; row < expected_values.size(); ++row) { + if (expected_values[row].has_value()) { + EXPECT_EQ(nullable_column.get_null_map_data()[row], 0); + EXPECT_EQ(values[row], *expected_values[row]); + } else { + EXPECT_EQ(nullable_column.get_null_map_data()[row], 1); + } + } +} + +const IColumn& expect_not_null_nullable_nested_column(const IColumn& column) { + if (!column.is_nullable()) { + return column; + } + const auto& nullable_column = assert_cast(column); + for (const auto is_null : nullable_column.get_null_map_data()) { + EXPECT_EQ(is_null, 0); + } + return nullable_column.get_nested_column(); +} + +const IColumn& expect_not_null_table_column(const Block& block, size_t position) { + return expect_not_null_nullable_nested_column(*block.get_by_position(position).column); +} + +ColumnDefinition make_table_column(int32_t id, const std::string& name, const DataTypePtr& type); + +DataTypePtr make_iceberg_rowid_type() { + return make_nullable(std::make_shared( + DataTypes {std::make_shared(), std::make_shared(), + std::make_shared(), std::make_shared()}, + Strings {"file_path", "row_pos", "partition_spec_id", "partition_data_json"})); +} + +ColumnDefinition make_iceberg_row_lineage_row_id_column() { + return make_table_column(2147483540, "_row_id", + make_nullable(std::make_shared())); +} + +ColumnDefinition make_iceberg_last_updated_sequence_number_column() { + return make_table_column(2147483539, "_last_updated_sequence_number", + make_nullable(std::make_shared())); +} + +void expect_iceberg_rowid_column_values(const IColumn& column, const std::string& file_path, + const std::vector& row_positions, + int32_t partition_spec_id, + const std::string& partition_data_json) { + const auto full_column = column.convert_to_full_column_if_const(); + const auto& nullable_column = assert_cast(*full_column); + const auto& struct_column = + assert_cast(nullable_column.get_nested_column()); + const auto& file_path_column = assert_cast( + expect_not_null_nullable_nested_column(struct_column.get_column(0))); + const auto& row_pos_column = assert_cast( + expect_not_null_nullable_nested_column(struct_column.get_column(1))); + const auto& spec_id_column = assert_cast( + expect_not_null_nullable_nested_column(struct_column.get_column(2))); + const auto& partition_data_column = assert_cast( + expect_not_null_nullable_nested_column(struct_column.get_column(3))); + + ASSERT_EQ(nullable_column.size(), row_positions.size()); + for (size_t row = 0; row < row_positions.size(); ++row) { + EXPECT_EQ(nullable_column.get_null_map_data()[row], 0); + EXPECT_EQ(file_path_column.get_data_at(row).to_string(), file_path); + EXPECT_EQ(row_pos_column.get_element(row), row_positions[row]); + EXPECT_EQ(spec_id_column.get_element(row), partition_spec_id); + EXPECT_EQ(partition_data_column.get_data_at(row).to_string(), partition_data_json); + } +} + +void expect_int32_column_values(const IColumn& column, + const std::vector& expected_values) { + const auto full_column = column.convert_to_full_column_if_const(); + const auto& nested_column = expect_not_null_nullable_nested_column(*full_column); + const auto& values = assert_cast(nested_column).get_data(); + ASSERT_EQ(values.size(), expected_values.size()); + for (size_t row = 0; row < expected_values.size(); ++row) { + EXPECT_EQ(values[row], expected_values[row]); + } +} + +SplitReadOptions build_split_options(const std::string& file_path) { + SplitReadOptions options; + options.current_range.__set_path(file_path); + options.current_range.__set_file_size( + static_cast(std::filesystem::file_size(file_path))); + return options; +} + +void set_table_level_row_count(SplitReadOptions* split_options, int64_t row_count) { + split_options->current_range.__isset.table_format_params = true; + split_options->current_range.table_format_params.__isset.table_level_row_count = true; + split_options->current_range.table_format_params.table_level_row_count = row_count; +} + +void set_iceberg_row_lineage_params(SplitReadOptions* split_options, int64_t first_row_id, + int64_t last_updated_sequence_number) { + TTableFormatFileDesc table_format_params; + TIcebergFileDesc iceberg_params; + iceberg_params.__set_first_row_id(first_row_id); + iceberg_params.__set_last_updated_sequence_number(last_updated_sequence_number); + table_format_params.__set_iceberg_params(iceberg_params); + split_options->current_range.__set_table_format_params(table_format_params); +} + +void set_iceberg_rowid_params(SplitReadOptions* split_options, + const std::string& original_file_path, int32_t partition_spec_id, + const std::string& partition_data_json) { + TTableFormatFileDesc table_format_params; + TIcebergFileDesc iceberg_params; + iceberg_params.__set_original_file_path(original_file_path); + iceberg_params.__set_partition_spec_id(partition_spec_id); + iceberg_params.__set_partition_data_json(partition_data_json); + table_format_params.__set_iceberg_params(iceberg_params); + split_options->current_range.__set_table_format_params(table_format_params); +} + +TIcebergDeleteFileDesc make_iceberg_deletion_vector(const std::string& path, int64_t offset, + int64_t size) { + TIcebergDeleteFileDesc delete_file; + delete_file.__set_content(3); + delete_file.__set_path(path); + delete_file.__set_content_offset(offset); + delete_file.__set_content_size_in_bytes(size); + return delete_file; +} + +TIcebergDeleteFileDesc make_iceberg_position_delete_file(const std::string& path) { + TIcebergDeleteFileDesc delete_file; + delete_file.__set_content(1); + delete_file.__set_path(path); + delete_file.__set_file_format(TFileFormatType::FORMAT_PARQUET); + return delete_file; +} + +TIcebergDeleteFileDesc make_iceberg_equality_delete_file(const std::string& path, + const std::vector& field_ids) { + TIcebergDeleteFileDesc delete_file; + delete_file.__set_content(2); + delete_file.__set_path(path); + delete_file.__set_field_ids(field_ids); + delete_file.__set_file_format(TFileFormatType::FORMAT_PARQUET); + return delete_file; +} + +TFileScanRangeParams make_local_parquet_scan_params() { + TFileScanRangeParams scan_params; + scan_params.__set_file_type(TFileType::FILE_LOCAL); + scan_params.__set_format_type(TFileFormatType::FORMAT_PARQUET); + return scan_params; +} + +std::shared_ptr make_io_context(io::FileReaderStats* file_reader_stats, + io::FileCacheStatistics* file_cache_stats) { + auto io_ctx = std::make_shared(); + io_ctx->file_reader_stats = file_reader_stats; + io_ctx->file_cache_stats = file_cache_stats; + return io_ctx; +} + +TTableFormatFileDesc make_iceberg_table_format_desc( + const std::string& data_file_path, + const std::vector& delete_files) { + TTableFormatFileDesc table_format_params; + TIcebergFileDesc iceberg_params; + iceberg_params.__set_format_version(2); + iceberg_params.__set_original_file_path(data_file_path); + iceberg_params.__set_delete_files(delete_files); + table_format_params.__set_iceberg_params(iceberg_params); + return table_format_params; +} + +std::vector read_iceberg_ids(doris::format::iceberg::IcebergTableReader* reader, + const std::vector& projected_columns) { + std::vector ids; + bool eos = false; + while (!eos) { + Block block = build_table_block(projected_columns); + auto status = reader->get_block(&block, &eos); + if (!status.ok()) { + ADD_FAILURE() << status; + return ids; + } + if (block.rows() == 0) { + continue; + } + const auto& id_column = + assert_cast(expect_not_null_table_column(block, 0)); + for (size_t row = 0; row < block.rows(); ++row) { + ids.push_back(id_column.get_element(row)); + } + } + return ids; +} + +DataTypePtr make_table_test_type(const DataTypePtr& type, bool nullable_root = true) { + DORIS_CHECK(type != nullptr); + const auto nested_type = remove_nullable(type); + DataTypePtr result; + if (const auto* struct_type = typeid_cast(nested_type.get())) { + DataTypes child_types; + child_types.reserve(struct_type->get_elements().size()); + for (const auto& child_type : struct_type->get_elements()) { + child_types.push_back(make_table_test_type(child_type)); + } + result = std::make_shared(child_types, struct_type->get_element_names()); + } else if (const auto* array_type = typeid_cast(nested_type.get())) { + result = std::make_shared( + make_table_test_type(array_type->get_nested_type())); + } else if (const auto* map_type = typeid_cast(nested_type.get())) { + result = std::make_shared(make_table_test_type(map_type->get_key_type()), + make_table_test_type(map_type->get_value_type())); + } else { + result = nested_type; + } + return nullable_root ? make_nullable(result) : result; +} + +ColumnDefinition make_table_column(int32_t id, const std::string& name, const DataTypePtr& type) { + ColumnDefinition column; + if (id >= 0) { + column.identifier = Field::create_field(id); + } + column.name = name; + // TableReader tests model external table scan descriptors. Those table columns are nullable + // even when the Parquet file field itself is required, so keep the test schema aligned with + // the real scan contract at the construction boundary. + column.type = make_table_test_type(type); + return column; +} + +ColumnDefinition make_file_column(int32_t id, const std::string& name, const DataTypePtr& type) { + ColumnDefinition field; + field.identifier = Field::create_field(id); + field.local_id = id; + field.name = name; + field.type = make_table_test_type(type); + return field; +} + +void set_name_identifiers(std::vector* columns); + +void set_name_identifier(ColumnDefinition* column) { + DORIS_CHECK(column != nullptr); + column->identifier = Field::create_field(column->name); + set_name_identifiers(&column->children); +} + +void set_name_identifiers(std::vector* columns) { + DORIS_CHECK(columns != nullptr); + for (auto& column : *columns) { + set_name_identifier(&column); + } +} + +void add_column_predicate(TableColumnPredicates* column_predicates, GlobalIndex global_index, + std::shared_ptr predicate) { + auto& entry = (*column_predicates)[global_index]; + entry.push_back(std::move(predicate)); +} + +VExprContextSPtr prepared_conjunct(RuntimeState* state, const VExprSPtr& expr) { + auto ctx = VExprContext::create_shared(expr); + auto status = ctx->prepare(state, RowDescriptor()); + EXPECT_TRUE(status.ok()) << status; + status = ctx->open(state); + EXPECT_TRUE(status.ok()) << status; + return ctx; +} + +void apply_final_conjuncts(Block* block, const VExprContextSPtrs& conjuncts) { + const auto status = VExprContext::filter_block(conjuncts, block, block->columns()); + ASSERT_TRUE(status.ok()) << status; +} + +TEST(IcebergV2ReaderTest, IcebergVirtualColumnsUseRowLineageMetadata) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_iceberg_virtual_columns_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_int_pair_parquet_file(file_path, {1, 2, 3}, {10, 20, 30}, {"one", "two", "three"}); + + std::vector projected_columns; + projected_columns.push_back(make_iceberg_row_lineage_row_id_column()); + projected_columns.push_back(make_iceberg_last_updated_sequence_number_column()); + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + doris::format::iceberg::IcebergTableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {prepared_conjunct( + &state, table_int32_greater_than_expr(2, 2, 1))}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + auto split_options = build_split_options(file_path); + set_iceberg_row_lineage_params(&split_options, 1000, 77); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + + const auto& id_column = assert_cast(expect_not_null_table_column(block, 2)); + + ASSERT_EQ(block.rows(), 2); + EXPECT_EQ(id_column.get_element(0), 2); + EXPECT_EQ(id_column.get_element(1), 3); + expect_nullable_int64_column_values(*block.get_by_position(0).column, {1001, 1002}); + expect_nullable_int64_column_values(*block.get_by_position(1).column, {77, 77}); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(IcebergV2ReaderTest, IcebergRowLineageUsesPhysicalRowIdAndFillsNulls) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_iceberg_physical_row_id_fill_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_iceberg_row_lineage_parquet_file(file_path, {1, 2, 3}, {7000, std::nullopt, 7002}, + {80, std::nullopt, 82}); + + std::vector projected_columns; + projected_columns.push_back(make_table_column( + 2147483540, "_row_id", make_nullable(std::make_shared()))); + projected_columns.push_back( + make_table_column(2147483539, "_last_updated_sequence_number", + make_nullable(std::make_shared()))); + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + doris::format::iceberg::IcebergTableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + auto split_options = build_split_options(file_path); + set_iceberg_row_lineage_params(&split_options, 1000, 77); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + + ASSERT_EQ(block.rows(), 3); + expect_nullable_int64_column_values(*block.get_by_position(0).column, {7000, 1001, 7002}); + expect_nullable_int64_column_values(*block.get_by_position(1).column, {80, 77, 82}); + expect_int32_column_values(*block.get_by_position(2).column, {1, 2, 3}); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(IcebergV2ReaderTest, IcebergPhysicalRowIdKeepsNullsWithoutFirstRowId) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_iceberg_physical_row_id_no_first_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_iceberg_row_lineage_parquet_file(file_path, {1, 2, 3}, {7000, std::nullopt, 7002}, + {80, std::nullopt, 82}); + + std::vector projected_columns; + projected_columns.push_back(make_table_column( + 2147483540, "_row_id", make_nullable(std::make_shared()))); + projected_columns.push_back( + make_table_column(2147483539, "_last_updated_sequence_number", + make_nullable(std::make_shared()))); + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + doris::format::iceberg::IcebergTableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + + ASSERT_EQ(block.rows(), 3); + expect_nullable_int64_column_optional_values( + *block.get_by_position(0).column, + std::vector> {7000, std::nullopt, 7002}); + expect_nullable_int64_column_optional_values( + *block.get_by_position(1).column, + std::vector> {80, std::nullopt, 82}); + expect_int32_column_values(*block.get_by_position(2).column, {1, 2, 3}); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(IcebergV2ReaderTest, IcebergMissingRowIdStaysNullWithoutFirstRowId) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_iceberg_missing_row_id_no_first_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_int_pair_parquet_file(file_path, {1, 2, 3}, {10, 20, 30}, {"one", "two", "three"}); + + std::vector projected_columns; + projected_columns.push_back(make_iceberg_row_lineage_row_id_column()); + projected_columns.push_back(make_iceberg_last_updated_sequence_number_column()); + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + doris::format::iceberg::IcebergTableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + + ASSERT_EQ(block.rows(), 3); + expect_nullable_int64_column_optional_values( + *block.get_by_position(0).column, + std::vector> {std::nullopt, std::nullopt, std::nullopt}); + expect_nullable_int64_column_optional_values( + *block.get_by_position(1).column, + std::vector> {std::nullopt, std::nullopt, std::nullopt}); + expect_int32_column_values(*block.get_by_position(2).column, {1, 2, 3}); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(IcebergV2ReaderTest, IcebergRowIdPredicateFiltersAfterRowLineageMaterialization) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_iceberg_row_id_finalize_filter_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_iceberg_row_lineage_parquet_file(file_path, {1, 2, 3}, {7000, std::nullopt, 7002}, + {80, std::nullopt, 82}); + + std::vector projected_columns; + projected_columns.push_back(make_table_column( + 2147483540, "_row_id", make_nullable(std::make_shared()))); + projected_columns.push_back( + make_table_column(2147483539, "_last_updated_sequence_number", + make_nullable(std::make_shared()))); + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + VExprContextSPtrs conjuncts = {prepared_conjunct( + &state, + table_nullable_int64_binary_predicate("eq", TExprOpcode::EQ, 0, 0, "_row_id", 1001))}; + doris::format::iceberg::IcebergTableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = conjuncts, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + auto split_options = build_split_options(file_path); + set_iceberg_row_lineage_params(&split_options, 1000, 77); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + ASSERT_EQ(block.rows(), 3); + + apply_final_conjuncts(&block, conjuncts); + ASSERT_EQ(block.rows(), 1); + expect_nullable_int64_column_values(*block.get_by_position(0).column, {1001}); + expect_nullable_int64_column_values(*block.get_by_position(1).column, {77}); + expect_int32_column_values(*block.get_by_position(2).column, {2}); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(IcebergV2ReaderTest, IcebergLastUpdatedSequencePredicateFiltersAfterMaterialization) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_iceberg_sequence_finalize_filter_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_iceberg_row_lineage_parquet_file(file_path, {1, 2, 3}, {7000, std::nullopt, 7002}, + {80, std::nullopt, 82}); + + std::vector projected_columns; + projected_columns.push_back(make_table_column( + 2147483540, "_row_id", make_nullable(std::make_shared()))); + projected_columns.push_back( + make_table_column(2147483539, "_last_updated_sequence_number", + make_nullable(std::make_shared()))); + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + VExprContextSPtrs conjuncts = {prepared_conjunct( + &state, table_nullable_int64_binary_predicate("eq", TExprOpcode::EQ, 1, 1, + "_last_updated_sequence_number", 77))}; + doris::format::iceberg::IcebergTableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = conjuncts, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + auto split_options = build_split_options(file_path); + set_iceberg_row_lineage_params(&split_options, 1000, 77); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + ASSERT_EQ(block.rows(), 3); + + apply_final_conjuncts(&block, conjuncts); + ASSERT_EQ(block.rows(), 1); + expect_nullable_int64_column_values(*block.get_by_position(0).column, {1001}); + expect_nullable_int64_column_values(*block.get_by_position(1).column, {77}); + expect_int32_column_values(*block.get_by_position(2).column, {2}); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(IcebergV2ReaderTest, IcebergRowidVirtualColumnUsesDataFilePosition) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_iceberg_rowid_virtual_column_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_int_pair_parquet_file(file_path, {1, 2, 3}, {10, 20, 30}, {"one", "two", "three"}); + + std::vector projected_columns; + projected_columns.push_back( + make_table_column(-1, BeConsts::ICEBERG_ROWID_COL, make_iceberg_rowid_type())); + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + doris::format::iceberg::IcebergTableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {prepared_conjunct( + &state, table_int32_greater_than_expr(1, 1, 1))}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + auto split_options = build_split_options(file_path); + const auto original_file_path = "s3://bucket/table/data/original.parquet"; + const auto partition_data_json = R"({"part":"p1"})"; + set_iceberg_rowid_params(&split_options, original_file_path, 17, partition_data_json); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + + ASSERT_EQ(block.rows(), 2); + expect_iceberg_rowid_column_values(*block.get_by_position(0).column, original_file_path, {1, 2}, + 17, partition_data_json); + expect_int32_column_values(*block.get_by_position(1).column, {2, 3}); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(IcebergV2ReaderTest, IcebergVirtualColumnsKeepRowLineageAfterConjunctFiltering) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_iceberg_virtual_columns_conjunct_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_int_pair_parquet_file(file_path, {1, 2, 3}, {10, 20, 30}, {"one", "two", "three"}); + + std::vector projected_columns; + projected_columns.push_back(make_iceberg_row_lineage_row_id_column()); + projected_columns.push_back(make_iceberg_last_updated_sequence_number_column()); + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + doris::format::iceberg::IcebergTableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {prepared_conjunct( + &state, table_int32_greater_than_expr(2, 2, 1))}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + auto split_options = build_split_options(file_path); + set_iceberg_row_lineage_params(&split_options, 3000, 88); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + + const auto& id_column = assert_cast(expect_not_null_table_column(block, 2)); + + ASSERT_EQ(block.rows(), 2); + EXPECT_EQ(id_column.get_element(0), 2); + EXPECT_EQ(id_column.get_element(1), 3); + expect_nullable_int64_column_values(*block.get_by_position(0).column, {3001, 3002}); + expect_nullable_int64_column_values(*block.get_by_position(1).column, {88, 88}); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(IcebergV2ReaderTest, IcebergVirtualColumnsKeepRowLineageAfterRowGroupPredicatePruning) { + const auto test_dir = std::filesystem::temp_directory_path() / + "doris_iceberg_virtual_columns_row_group_predicate_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + // ColumnPredicate is used for row-group/statistics pruning. Keep one row per row group so + // id > 2 prunes the first two row groups and leaves only the third file-local row. + write_int_pair_parquet_file(file_path, {1, 2, 3}, {10, 20, 30}, {"one", "two", "three"}, 1); + + std::vector projected_columns; + projected_columns.push_back(make_iceberg_row_lineage_row_id_column()); + projected_columns.push_back(make_iceberg_last_updated_sequence_number_column()); + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + TableColumnPredicates column_predicates; + add_column_predicate(&column_predicates, GlobalIndex(2), + create_comparison_predicate( + 0, "id", make_nullable(std::make_shared()), + Field::create_field(2), false)); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + doris::format::iceberg::IcebergTableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = std::move(column_predicates), + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + auto split_options = build_split_options(file_path); + set_iceberg_row_lineage_params(&split_options, 4000, 99); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + + const auto& id_column = assert_cast(expect_not_null_table_column(block, 2)); + + ASSERT_EQ(block.rows(), 1); + EXPECT_EQ(id_column.get_element(0), 3); + expect_nullable_int64_column_values(*block.get_by_position(0).column, {4002}); + expect_nullable_int64_column_values(*block.get_by_position(1).column, {99}); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(IcebergV2ReaderTest, IcebergDeletionVectorUsesTableReaderDeleteFileInterface) { + TTableFormatFileDesc table_format_desc; + TIcebergFileDesc iceberg_desc; + iceberg_desc.__set_format_version(2); + iceberg_desc.__set_delete_files({make_iceberg_deletion_vector("dv.bin", 8, 128)}); + table_format_desc.__set_iceberg_params(iceberg_desc); + + IcebergTableReaderDeleteFileTestHelper reader; + DeleteFileDesc desc; + bool has_delete_file = false; + ASSERT_TRUE(reader.parse_deletion_vector_file(table_format_desc, &desc, &has_delete_file).ok()); + + EXPECT_TRUE(has_delete_file); + EXPECT_EQ(desc.path, "dv.bin"); + EXPECT_EQ(desc.start_offset, 8); + EXPECT_EQ(desc.size, 128); + EXPECT_EQ(desc.file_size, -1); + EXPECT_EQ(desc.format, DeleteFileDesc::Format::ICEBERG); +} + +TEST(IcebergV2ReaderTest, IcebergDeletionVectorRejectsMultipleDeleteFiles) { + TTableFormatFileDesc table_format_desc; + TIcebergFileDesc iceberg_desc; + iceberg_desc.__set_format_version(2); + iceberg_desc.__set_delete_files({make_iceberg_deletion_vector("dv-a.bin", 8, 128), + make_iceberg_deletion_vector("dv-b.bin", 16, 256)}); + table_format_desc.__set_iceberg_params(iceberg_desc); + + IcebergTableReaderDeleteFileTestHelper reader; + DeleteFileDesc desc; + bool has_delete_file = false; + auto status = reader.parse_deletion_vector_file(table_format_desc, &desc, &has_delete_file); + + EXPECT_FALSE(status.ok()); +} + +TEST(IcebergV2ReaderTest, IcebergTableReaderAppliesDeletionVectorFile) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_iceberg_deletion_vector_file_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + const auto dv_path = (test_dir / "delete-vector.bin").string(); + write_int_pair_parquet_file(file_path, {1, 2, 3, 4, 5}, {10, 20, 30, 40, 50}, + {"one", "two", "three", "four", "five"}); + const auto dv_size = write_iceberg_deletion_vector_file(dv_path, {0, 4}); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeProfile profile("test_profile"); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + auto scan_params = make_local_parquet_scan_params(); + io::FileReaderStats file_reader_stats; + io::FileCacheStatistics file_cache_stats; + auto io_ctx = make_io_context(&file_reader_stats, &file_cache_stats); + ShardedKVCache cache(1); + doris::format::iceberg::IcebergTableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = &scan_params, + .io_ctx = io_ctx, + .runtime_state = &state, + .scanner_profile = &profile, + .push_down_agg_type = TPushAggOp::type::COUNT, + }) + .ok()); + + auto split_options = build_split_options(file_path); + split_options.cache = &cache; + split_options.current_range.__set_table_format_params(make_iceberg_table_format_desc( + file_path, {make_iceberg_deletion_vector(dv_path, 0, dv_size)})); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + EXPECT_EQ(read_iceberg_ids(&reader, projected_columns), std::vector({2, 3, 4})); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(IcebergV2ReaderTest, IcebergTableReaderDoesNotPushDownAggregateWithDeletes) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_iceberg_aggregate_delete_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + const auto dv_path = (test_dir / "delete-vector.bin").string(); + write_int_pair_parquet_file(file_path, {1, 2, 3}, {10, 20, 30}, {"one", "two", "three"}); + const auto dv_size = write_iceberg_deletion_vector_file(dv_path, {0}); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeProfile profile("test_profile"); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + auto scan_params = make_local_parquet_scan_params(); + io::FileReaderStats file_reader_stats; + io::FileCacheStatistics file_cache_stats; + auto io_ctx = make_io_context(&file_reader_stats, &file_cache_stats); + ShardedKVCache cache(1); + doris::format::iceberg::IcebergTableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = &scan_params, + .io_ctx = io_ctx, + .runtime_state = &state, + .scanner_profile = &profile, + .push_down_agg_type = TPushAggOp::type::COUNT, + }) + .ok()); + + auto split_options = build_split_options(file_path); + split_options.cache = &cache; + split_options.current_range.__set_table_format_params(make_iceberg_table_format_desc( + file_path, {make_iceberg_deletion_vector(dv_path, 0, dv_size)})); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + ASSERT_EQ(block.rows(), 2); + const auto& id_column = assert_cast(expect_not_null_table_column(block, 0)); + EXPECT_EQ(id_column.get_element(0), 2); + EXPECT_EQ(id_column.get_element(1), 3); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +// Covers TopN lazy materialization on Iceberg schema-evolution tables. The first-phase scan adds a +// synthesized GLOBAL_ROWID column to the file schema. That virtual column must not make Iceberg +// fall back from field-id mapping to name mapping, otherwise renamed columns are read as defaults +// from old files. +TEST(IcebergV2ReaderTest, IcebergMappingModeIgnoresGlobalRowIdVirtualColumn) { + IcebergTableReaderMappingModeTestHelper reader; + std::vector file_schema { + make_file_column(1, "id", std::make_shared()), + make_file_column(2, "name", std::make_shared()), + global_rowid_column_definition(), + }; + + EXPECT_EQ(reader.mapping_mode_for_schema(std::move(file_schema)), + TableColumnMappingMode::BY_FIELD_ID); +} + +// Covers the fallback side of the previous case. Only synthesized columns are ignored; a real data +// column without an Iceberg field id still disables field-id mapping. +TEST(IcebergV2ReaderTest, IcebergMappingModeRequiresFieldIdsForDataColumns) { + IcebergTableReaderMappingModeTestHelper reader; + std::vector file_schema { + make_file_column(1, "id", std::make_shared()), + make_file_column(2, "name", std::make_shared()), + global_rowid_column_definition(), + }; + file_schema[1].identifier = Field {}; + + EXPECT_EQ(reader.mapping_mode_for_schema(std::move(file_schema)), + TableColumnMappingMode::BY_NAME); +} + +TEST(IcebergV2ReaderTest, IcebergTableReaderDoesNotPushDownAggregateWithPositionDelete) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_iceberg_aggregate_position_delete_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + const auto delete_file_path = (test_dir / "position-delete.parquet").string(); + write_int_pair_parquet_file(file_path, {1, 2, 3}, {10, 20, 30}, {"one", "two", "three"}); + write_position_delete_parquet_file(delete_file_path, {file_path}, {1}); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeProfile profile("test_profile"); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + auto scan_params = make_local_parquet_scan_params(); + io::FileReaderStats file_reader_stats; + io::FileCacheStatistics file_cache_stats; + auto io_ctx = make_io_context(&file_reader_stats, &file_cache_stats); + ShardedKVCache cache(1); + doris::format::iceberg::IcebergTableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = &scan_params, + .io_ctx = io_ctx, + .runtime_state = &state, + .scanner_profile = &profile, + .push_down_agg_type = TPushAggOp::type::COUNT, + }) + .ok()); + + auto split_options = build_split_options(file_path); + split_options.cache = &cache; + split_options.current_range.__set_table_format_params(make_iceberg_table_format_desc( + file_path, {make_iceberg_position_delete_file(delete_file_path)})); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + ASSERT_EQ(block.rows(), 2); + const auto& id_column = assert_cast(expect_not_null_table_column(block, 0)); + EXPECT_EQ(id_column.get_element(0), 1); + EXPECT_EQ(id_column.get_element(1), 3); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(IcebergV2ReaderTest, IcebergTableLevelCountUsesAssignedRowCountWithPositionDelete) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_iceberg_table_level_count_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + const auto delete_file_path = (test_dir / "position-delete.parquet").string(); + write_int_pair_parquet_file(file_path, {1, 2, 3}, {10, 20, 30}, {"one", "two", "three"}); + write_position_delete_parquet_file(delete_file_path, {file_path}, {1}); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + TQueryOptions query_options; + query_options.__set_batch_size(10); + RuntimeState state {query_options, TQueryGlobals()}; + doris::format::iceberg::IcebergTableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + .push_down_agg_type = TPushAggOp::type::COUNT, + }) + .ok()); + + auto split_options = build_split_options(file_path); + split_options.current_range.__set_table_format_params(make_iceberg_table_format_desc( + file_path, {make_iceberg_position_delete_file(delete_file_path)})); + set_table_level_row_count(&split_options, 5); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + EXPECT_EQ(block.rows(), 5); + + block = build_table_block(projected_columns); + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + EXPECT_TRUE(eos); + EXPECT_EQ(block.rows(), 0); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(IcebergV2ReaderTest, IcebergPositionDeleteFallsBackToSplitPath) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_iceberg_position_delete_path_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + const auto delete_file_path = (test_dir / "position-delete.parquet").string(); + write_int_pair_parquet_file(file_path, {1, 2, 3}, {10, 20, 30}, {"one", "two", "three"}); + write_position_delete_parquet_file(delete_file_path, {file_path}, {1}); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeProfile profile("test_profile"); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + auto scan_params = make_local_parquet_scan_params(); + io::FileReaderStats file_reader_stats; + io::FileCacheStatistics file_cache_stats; + auto io_ctx = make_io_context(&file_reader_stats, &file_cache_stats); + ShardedKVCache cache(1); + doris::format::iceberg::IcebergTableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = &scan_params, + .io_ctx = io_ctx, + .runtime_state = &state, + .scanner_profile = &profile, + }) + .ok()); + + auto split_options = build_split_options(file_path); + split_options.cache = &cache; + TTableFormatFileDesc table_format_params; + TIcebergFileDesc iceberg_params; + iceberg_params.__set_format_version(2); + iceberg_params.__set_delete_files({make_iceberg_position_delete_file(delete_file_path)}); + table_format_params.__set_iceberg_params(iceberg_params); + split_options.current_range.__set_table_format_params(table_format_params); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + EXPECT_EQ(read_iceberg_ids(&reader, projected_columns), std::vector({1, 3})); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(IcebergV2ReaderTest, IcebergTableReaderDoesNotPushDownAggregateWithEqualityDelete) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_iceberg_aggregate_equality_delete_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + const auto delete_file_path = (test_dir / "equality-delete.parquet").string(); + write_int_pair_parquet_file(file_path, {1, 2, 3}, {10, 20, 30}, {"one", "two", "three"}); + write_iceberg_equality_delete_parquet_file(delete_file_path, 0, 2); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeProfile profile("test_profile"); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + auto scan_params = make_local_parquet_scan_params(); + io::FileReaderStats file_reader_stats; + io::FileCacheStatistics file_cache_stats; + auto io_ctx = make_io_context(&file_reader_stats, &file_cache_stats); + ShardedKVCache cache(1); + doris::format::iceberg::IcebergTableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = &scan_params, + .io_ctx = io_ctx, + .runtime_state = &state, + .scanner_profile = &profile, + .push_down_agg_type = TPushAggOp::type::COUNT, + }) + .ok()); + + auto split_options = build_split_options(file_path); + split_options.cache = &cache; + split_options.current_range.__set_table_format_params(make_iceberg_table_format_desc( + file_path, {make_iceberg_equality_delete_file(delete_file_path, {0})})); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + ASSERT_EQ(block.rows(), 2); + const auto& id_column = assert_cast(expect_not_null_table_column(block, 0)); + EXPECT_EQ(id_column.get_element(0), 1); + EXPECT_EQ(id_column.get_element(1), 3); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(IcebergV2ReaderTest, IcebergEqualityDeleteCastsDataColumnToDeleteKeyType) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_iceberg_equality_delete_cast_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + const auto delete_file_path = (test_dir / "equality-delete.parquet").string(); + write_int_pair_parquet_file(file_path, {1, 2, 3}, {10, 20, 30}, {"one", "two", "three"}); + write_iceberg_equality_delete_bigint_parquet_file(delete_file_path, 0, 2); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeProfile profile("test_profile"); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + auto scan_params = make_local_parquet_scan_params(); + io::FileReaderStats file_reader_stats; + io::FileCacheStatistics file_cache_stats; + auto io_ctx = make_io_context(&file_reader_stats, &file_cache_stats); + ShardedKVCache cache(1); + doris::format::iceberg::IcebergTableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = &scan_params, + .io_ctx = io_ctx, + .runtime_state = &state, + .scanner_profile = &profile, + }) + .ok()); + + auto split_options = build_split_options(file_path); + split_options.cache = &cache; + split_options.current_range.__set_table_format_params(make_iceberg_table_format_desc( + file_path, {make_iceberg_equality_delete_file(delete_file_path, {0})})); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + EXPECT_EQ(read_iceberg_ids(&reader, projected_columns), std::vector({1, 3})); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(IcebergV2ReaderTest, IcebergPositionDeleteOnlyMatchesOriginalDataFilePath) { + const auto test_dir = std::filesystem::temp_directory_path() / + "doris_iceberg_position_delete_path_match_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + const auto other_file_path = (test_dir / "other.parquet").string(); + const auto delete_file_path = (test_dir / "position-delete.parquet").string(); + write_int_pair_parquet_file(file_path, {1, 2, 3}, {10, 20, 30}, {"one", "two", "three"}); + write_position_delete_parquet_file(delete_file_path, {other_file_path, file_path}, {0, 1}); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeProfile profile("test_profile"); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + auto scan_params = make_local_parquet_scan_params(); + io::FileReaderStats file_reader_stats; + io::FileCacheStatistics file_cache_stats; + auto io_ctx = make_io_context(&file_reader_stats, &file_cache_stats); + ShardedKVCache cache(1); + doris::format::iceberg::IcebergTableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = &scan_params, + .io_ctx = io_ctx, + .runtime_state = &state, + .scanner_profile = &profile, + }) + .ok()); + + auto split_options = build_split_options(file_path); + split_options.cache = &cache; + split_options.current_range.__set_table_format_params(make_iceberg_table_format_desc( + file_path, {make_iceberg_position_delete_file(delete_file_path)})); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + EXPECT_EQ(read_iceberg_ids(&reader, projected_columns), std::vector({1, 3})); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(IcebergV2ReaderTest, IcebergRowLineageRemainsFileLocalAfterDeleteFiltering) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_iceberg_row_lineage_delete_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + const auto delete_file_path = (test_dir / "position-delete.parquet").string(); + write_int_pair_parquet_file(file_path, {1, 2, 3}, {10, 20, 30}, {"one", "two", "three"}); + write_position_delete_parquet_file(delete_file_path, {file_path}, {1}); + + std::vector projected_columns; + projected_columns.push_back(make_iceberg_row_lineage_row_id_column()); + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeProfile profile("test_profile"); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + auto scan_params = make_local_parquet_scan_params(); + io::FileReaderStats file_reader_stats; + io::FileCacheStatistics file_cache_stats; + auto io_ctx = make_io_context(&file_reader_stats, &file_cache_stats); + ShardedKVCache cache(1); + doris::format::iceberg::IcebergTableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = &scan_params, + .io_ctx = io_ctx, + .runtime_state = &state, + .scanner_profile = &profile, + }) + .ok()); + + auto split_options = build_split_options(file_path); + split_options.cache = &cache; + TTableFormatFileDesc table_format_params = make_iceberg_table_format_desc( + file_path, {make_iceberg_position_delete_file(delete_file_path)}); + table_format_params.iceberg_params.__set_first_row_id(1000); + split_options.current_range.__set_table_format_params(table_format_params); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + ASSERT_EQ(block.rows(), 2); + expect_nullable_int64_column_values(*block.get_by_position(0).column, {1000, 1002}); + const auto& id_column = assert_cast(expect_not_null_table_column(block, 1)); + EXPECT_EQ(id_column.get_element(0), 1); + EXPECT_EQ(id_column.get_element(1), 3); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(IcebergV2ReaderTest, IcebergTableReaderAppliesPositionDeleteFile) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_iceberg_position_delete_file_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + const auto delete_file_path = (test_dir / "position-delete.parquet").string(); + write_int_pair_parquet_file(file_path, {1, 2, 3, 4, 5}, {10, 20, 30, 40, 50}, + {"one", "two", "three", "four", "five"}); + write_position_delete_parquet_file(delete_file_path, {file_path, file_path}, {1, 3}); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeProfile profile("test_profile"); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + auto scan_params = make_local_parquet_scan_params(); + io::FileReaderStats file_reader_stats; + io::FileCacheStatistics file_cache_stats; + auto io_ctx = make_io_context(&file_reader_stats, &file_cache_stats); + ShardedKVCache cache(1); + doris::format::iceberg::IcebergTableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = &scan_params, + .io_ctx = io_ctx, + .runtime_state = &state, + .scanner_profile = &profile, + }) + .ok()); + + auto split_options = build_split_options(file_path); + split_options.cache = &cache; + split_options.current_range.__set_table_format_params(make_iceberg_table_format_desc( + file_path, {make_iceberg_position_delete_file(delete_file_path)})); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + EXPECT_EQ(read_iceberg_ids(&reader, projected_columns), std::vector({1, 3, 5})); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(IcebergV2ReaderTest, IcebergTableReaderMergesDeletionVectorAndPositionDeleteFiles) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_iceberg_delete_files_merge_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + const auto dv_path = (test_dir / "delete-vector.bin").string(); + const auto position_delete_path = (test_dir / "position-delete.parquet").string(); + write_int_pair_parquet_file(file_path, {1, 2, 3, 4, 5}, {10, 20, 30, 40, 50}, + {"one", "two", "three", "four", "five"}); + const auto dv_size = write_iceberg_deletion_vector_file(dv_path, {0}); + write_position_delete_parquet_file(position_delete_path, {file_path, file_path}, {3, 3}); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeProfile profile("test_profile"); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + auto scan_params = make_local_parquet_scan_params(); + io::FileReaderStats file_reader_stats; + io::FileCacheStatistics file_cache_stats; + auto io_ctx = make_io_context(&file_reader_stats, &file_cache_stats); + ShardedKVCache cache(1); + doris::format::iceberg::IcebergTableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = &scan_params, + .io_ctx = io_ctx, + .runtime_state = &state, + .scanner_profile = &profile, + }) + .ok()); + + auto split_options = build_split_options(file_path); + split_options.cache = &cache; + split_options.current_range.__set_table_format_params(make_iceberg_table_format_desc( + file_path, {make_iceberg_deletion_vector(dv_path, 0, dv_size), + make_iceberg_position_delete_file(position_delete_path)})); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + EXPECT_EQ(read_iceberg_ids(&reader, projected_columns), std::vector({2, 3, 5})); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(IcebergV2ReaderTest, RowPositionDeletePredicateColumnIsNotRepeatedAsOutputColumn) { + const auto row_position_column_id = ROW_POSITION_COLUMN_ID; + std::vector projected_columns; + projected_columns.push_back(make_iceberg_row_lineage_row_id_column()); + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + IcebergTableReaderScanRequestTestHelper reader; + ASSERT_TRUE(reader.init_for_scan_request_test(projected_columns).ok()); + + FileScanRequest request; + request.non_predicate_columns.push_back(field_projection(0)); + request.local_positions.emplace(LocalColumnId(0), LocalIndex(0)); + + ASSERT_TRUE(reader.customize_request(&request).ok()); + + EXPECT_EQ(projection_ids(request.predicate_columns), + std::vector({row_position_column_id})); + EXPECT_EQ(projection_ids(request.non_predicate_columns), std::vector({0})); + ASSERT_TRUE(request.local_positions.contains(LocalColumnId(row_position_column_id))); + EXPECT_EQ(request.local_positions.at(LocalColumnId(row_position_column_id)).value(), 1); + ASSERT_TRUE(request.conjuncts.empty()); + ASSERT_EQ(request.delete_conjuncts.size(), 1); + EXPECT_NE(request.delete_conjuncts[0], nullptr); +} + +} // namespace +} // namespace doris::format diff --git a/be/test/format_v2/table/paimon_reader_test.cpp b/be/test/format_v2/table/paimon_reader_test.cpp new file mode 100644 index 00000000000000..5d0c51f070f76c --- /dev/null +++ b/be/test/format_v2/table/paimon_reader_test.cpp @@ -0,0 +1,537 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/table/paimon_reader.h" + +#include +#include +#include +#include +#include + +#include +#include +#include +#include +#include +#include + +#include "core/assert_cast.h" +#include "core/block/block.h" +#include "core/column/column_nullable.h" +#include "core/column/column_string.h" +#include "core/column/column_vector.h" +#include "core/data_type/data_type.h" +#include "core/data_type/data_type_array.h" +#include "core/data_type/data_type_map.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" +#include "core/field.h" +#include "exec/common/endian.h" +#include "format/format_common.h" +#include "format_v2/column_data.h" +#include "gen_cpp/ExternalTableSchema_types.h" +#include "gen_cpp/PlanNodes_types.h" +#include "io/io_common.h" +#include "roaring/roaring.hh" +#include "runtime/runtime_profile.h" +#include "runtime/runtime_state.h" + +namespace doris::format { +namespace { + +DataTypePtr table_type(const DataTypePtr& type) { + return type->is_nullable() ? type : make_nullable(type); +} + +ColumnDefinition make_table_column(int32_t id, const std::string& name, const DataTypePtr& type) { + ColumnDefinition column; + column.identifier = Field::create_field(id); + column.name = name; + column.type = table_type(type); + return column; +} + +ColumnDefinition make_file_column(int32_t id, const std::string& name, const DataTypePtr& type) { + ColumnDefinition column; + column.identifier = Field::create_field(id); + column.local_id = id; + column.name = name; + column.type = type; + return column; +} + +schema::external::TFieldPtr external_schema_field(std::string name, int32_t id, + std::vector aliases = {}) { + auto field = std::make_shared(); + field->__set_name(std::move(name)); + field->__set_id(id); + if (!aliases.empty()) { + field->__set_name_mapping(std::move(aliases)); + } + schema::external::TFieldPtr field_ptr; + field_ptr.field_ptr = std::move(field); + field_ptr.__isset.field_ptr = true; + return field_ptr; +} + +schema::external::TFieldPtr external_array_field(std::string name, int32_t id, + schema::external::TFieldPtr item_field, + std::vector aliases = {}) { + auto field = external_schema_field(std::move(name), id, std::move(aliases)); + schema::external::TArrayField array_field; + array_field.__set_item_field(std::move(item_field)); + field.field_ptr->nestedField.__set_array_field(std::move(array_field)); + field.field_ptr->__isset.nestedField = true; + return field; +} + +schema::external::TFieldPtr external_map_field(std::string name, int32_t id, + schema::external::TFieldPtr key_field, + schema::external::TFieldPtr value_field, + std::vector aliases = {}) { + auto field = external_schema_field(std::move(name), id, std::move(aliases)); + schema::external::TMapField map_field; + map_field.__set_key_field(std::move(key_field)); + map_field.__set_value_field(std::move(value_field)); + field.field_ptr->nestedField.__set_map_field(std::move(map_field)); + field.field_ptr->__isset.nestedField = true; + return field; +} + +schema::external::TSchema external_schema(int64_t schema_id, + std::vector fields) { + schema::external::TStructField root_field; + root_field.__set_fields(std::move(fields)); + schema::external::TSchema schema; + schema.__set_schema_id(schema_id); + schema.__set_root_field(std::move(root_field)); + return schema; +} + +Block build_table_block(const std::vector& columns) { + Block block; + for (const auto& column : columns) { + block.insert({column.type->create_column(), column.type, column.name}); + } + return block; +} + +const IColumn& expect_not_null_nullable_nested_column(const IColumn& column) { + if (!column.is_nullable()) { + return column; + } + const auto& nullable_column = assert_cast(column); + for (const auto is_null : nullable_column.get_null_map_data()) { + EXPECT_EQ(is_null, 0); + } + return nullable_column.get_nested_column(); +} + +const IColumn& expect_not_null_table_column(const Block& block, size_t position) { + return expect_not_null_nullable_nested_column(*block.get_by_position(position).column); +} + +std::shared_ptr build_int32_array(const std::vector& values) { + arrow::Int32Builder builder; + for (const auto value : values) { + EXPECT_TRUE(builder.Append(value).ok()); + } + std::shared_ptr array; + EXPECT_TRUE(builder.Finish(&array).ok()); + return array; +} + +std::shared_ptr build_string_array(const std::vector& values) { + arrow::StringBuilder builder; + for (const auto& value : values) { + EXPECT_TRUE(builder.Append(value).ok()); + } + std::shared_ptr array; + EXPECT_TRUE(builder.Finish(&array).ok()); + return array; +} + +void write_int_pair_parquet_file(const std::string& file_path, const std::vector& ids, + const std::vector& scores, + const std::vector& values) { + ASSERT_EQ(ids.size(), scores.size()); + ASSERT_EQ(ids.size(), values.size()); + auto schema = arrow::schema({ + arrow::field("id", arrow::int32(), false), + arrow::field("score", arrow::int32(), false), + arrow::field("value", arrow::utf8(), false), + }); + auto table = arrow::Table::Make(schema, {build_int32_array(ids), build_int32_array(scores), + build_string_array(values)}); + + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder builder; + builder.version(::parquet::ParquetVersion::PARQUET_2_6); + builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + builder.compression(::parquet::Compression::UNCOMPRESSED); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, + static_cast(ids.size()), + builder.build())); +} + +int64_t write_paimon_deletion_vector_file(const std::string& file_path, + const std::vector& deleted_positions) { + roaring::Roaring rows; + for (const auto position : deleted_positions) { + rows.add(position); + } + + const size_t bitmap_size = rows.getSizeInBytes(); + const uint32_t total_length = static_cast(4 + bitmap_size); + std::vector blob(4 + total_length); + BigEndian::Store32(blob.data(), total_length); + constexpr char PAIMON_BITMAP_MAGIC[] = {'\x5E', '\x43', '\xF2', '\xD0'}; + memcpy(blob.data() + 4, PAIMON_BITMAP_MAGIC, 4); + rows.write(blob.data() + 8); + + std::ofstream output(file_path, std::ios::binary); + EXPECT_TRUE(output.is_open()); + output.write(blob.data(), static_cast(blob.size())); + EXPECT_TRUE(output.good()); + // Paimon DeletionFile.length is magic + bitmap length, excluding the leading length field. + return static_cast(total_length); +} + +TFileScanRangeParams make_local_parquet_scan_params() { + TFileScanRangeParams scan_params; + scan_params.__set_file_type(TFileType::FILE_LOCAL); + scan_params.__set_format_type(TFileFormatType::FORMAT_PARQUET); + return scan_params; +} + +std::shared_ptr make_io_context(io::FileReaderStats* file_reader_stats, + io::FileCacheStatistics* file_cache_stats) { + auto io_ctx = std::make_shared(); + io_ctx->file_reader_stats = file_reader_stats; + io_ctx->file_cache_stats = file_cache_stats; + return io_ctx; +} + +SplitReadOptions build_split_options(const std::string& file_path) { + SplitReadOptions options; + options.current_range.__set_path(file_path); + options.current_range.__set_file_size( + static_cast(std::filesystem::file_size(file_path))); + return options; +} + +TTableFormatFileDesc make_paimon_table_format_desc(const std::string& deletion_file_path, + int64_t offset, int64_t length) { + TTableFormatFileDesc table_format_params; + TPaimonFileDesc paimon_params; + paimon_params.__set_file_format("parquet"); + TPaimonDeletionFileDesc deletion_file; + deletion_file.__set_path(deletion_file_path); + deletion_file.__set_offset(offset); + deletion_file.__set_length(length); + paimon_params.__set_deletion_file(deletion_file); + table_format_params.__set_paimon_params(paimon_params); + return table_format_params; +} + +TTableFormatFileDesc make_paimon_schema_table_format_desc(int64_t schema_id) { + TTableFormatFileDesc table_format_params; + table_format_params.__set_table_format_type("paimon"); + TPaimonFileDesc paimon_params; + paimon_params.__set_file_format("parquet"); + paimon_params.__set_schema_id(schema_id); + table_format_params.__set_paimon_params(paimon_params); + return table_format_params; +} + +TFileRangeDesc make_paimon_native_range(TFileFormatType::type format_type) { + TFileRangeDesc range; + range.__set_path(format_type == TFileFormatType::FORMAT_ORC ? "s3://bucket/native.orc" + : "s3://bucket/native.parquet"); + range.__set_format_type(format_type); + TTableFormatFileDesc table_format_params; + table_format_params.__set_table_format_type("paimon"); + TPaimonFileDesc paimon_params; + paimon_params.__set_file_format(format_type == TFileFormatType::FORMAT_ORC ? "orc" : "parquet"); + paimon_params.__set_reader_type(TPaimonReaderType::PAIMON_NATIVE); + table_format_params.__set_paimon_params(paimon_params); + range.__set_table_format_params(table_format_params); + return range; +} + +TFileRangeDesc make_paimon_jni_range() { + TFileRangeDesc range; + range.__set_path("/data-placeholder.parquet"); + range.__set_format_type(TFileFormatType::FORMAT_JNI); + TTableFormatFileDesc table_format_params; + table_format_params.__set_table_format_type("paimon"); + TPaimonFileDesc paimon_params; + paimon_params.__set_file_format("parquet"); + paimon_params.__set_reader_type(TPaimonReaderType::PAIMON_JNI); + paimon_params.__set_paimon_split("serialized-paimon-split"); + table_format_params.__set_paimon_params(paimon_params); + range.__set_table_format_params(table_format_params); + return range; +} + +TFileRangeDesc make_paimon_range_without_reader_type(TFileFormatType::type format_type) { + TFileRangeDesc range = make_paimon_native_range(format_type); + range.table_format_params.paimon_params.__isset.reader_type = false; + return range; +} + +// Scenario: PaimonReader shares Hudi's history-schema annotation path. A split whose schema id +// resolves to a historical schema should use field-id mapping and annotate array/map children so +// TableColumnMapper can match evolved physical Parquet columns by id instead of by the old names. +TEST(PaimonReaderTest, AnnotatesArrayAndMapFileSchemaFromSplitHistorySchema) { + TFileScanRangeParams scan_params; + scan_params.__set_current_schema_id(200); + scan_params.__set_history_schema_info({ + external_schema( + 100, + {external_array_field("old_tags", 30, + external_schema_field("old_item", 31, {"tag"}), {"tags"}), + external_map_field( + "old_props", 40, external_schema_field("old_key", 41, {"key"}), + external_schema_field("old_value", 42, {"score"}), {"props"})}), + external_schema( + 200, {external_schema_field("tags", 30), external_schema_field("props", 40)}), + }); + + paimon::PaimonReader reader; + reader.TEST_set_scan_params(&scan_params); + + SplitReadOptions split_options; + split_options.current_range.__set_table_format_params( + make_paimon_schema_table_format_desc(100)); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + EXPECT_EQ(reader.TEST_mapping_mode(), TableColumnMappingMode::BY_FIELD_ID); + + const auto string_type = std::make_shared(); + const auto int_type = std::make_shared(); + + auto tags = make_file_column(0, "old_tags", std::make_shared(string_type)); + tags.children = {make_file_column(0, "old_item", string_type)}; + + auto props = + make_file_column(1, "old_props", std::make_shared(string_type, int_type)); + props.children = {make_file_column(0, "old_key", string_type), + make_file_column(1, "old_value", int_type)}; + + std::vector file_schema {tags, props}; + ASSERT_TRUE(reader.TEST_annotate_file_schema(&file_schema).ok()); + + ASSERT_EQ(file_schema.size(), 2); + EXPECT_EQ(file_schema[0].get_identifier_field_id(), 30); + EXPECT_EQ(file_schema[0].name_mapping, std::vector({"tags"})); + ASSERT_EQ(file_schema[0].children.size(), 1); + EXPECT_EQ(file_schema[0].children[0].get_identifier_field_id(), 31); + EXPECT_EQ(file_schema[0].children[0].name_mapping, std::vector({"tag"})); + + EXPECT_EQ(file_schema[1].get_identifier_field_id(), 40); + EXPECT_EQ(file_schema[1].name_mapping, std::vector({"props"})); + ASSERT_EQ(file_schema[1].children.size(), 2); + EXPECT_EQ(file_schema[1].children[0].get_identifier_field_id(), 41); + EXPECT_EQ(file_schema[1].children[0].name_mapping, std::vector({"key"})); + EXPECT_EQ(file_schema[1].children[1].get_identifier_field_id(), 42); + EXPECT_EQ(file_schema[1].children[1].name_mapping, std::vector({"score"})); +} + +// Scenario: when FE does not send a matching historical schema for the split schema id, Paimon must +// stay on BY_NAME mapping and must not rewrite the file schema identifiers. +TEST(PaimonReaderTest, FallsBackToByNameWhenSplitHistorySchemaIsMissing) { + TFileScanRangeParams scan_params; + scan_params.__set_current_schema_id(200); + scan_params.__set_history_schema_info({ + external_schema(200, {external_schema_field("name", 10)}), + }); + + paimon::PaimonReader reader; + reader.TEST_set_scan_params(&scan_params); + + SplitReadOptions split_options; + split_options.current_range.__set_table_format_params( + make_paimon_schema_table_format_desc(100)); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + EXPECT_EQ(reader.TEST_mapping_mode(), TableColumnMappingMode::BY_NAME); + + std::vector file_schema { + make_file_column(0, "old_name", std::make_shared()), + }; + ASSERT_TRUE(reader.TEST_annotate_file_schema(&file_schema).ok()); + EXPECT_EQ(file_schema[0].get_identifier_field_id(), 0); + EXPECT_TRUE(file_schema[0].name_mapping.empty()); +} + +// Scenario: PaimonReader must clear the previous split schema id before reading a new split. A +// schema-evolved split must not force the following split without schema id to keep BY_FIELD_ID. +TEST(PaimonReaderTest, ResetsSplitSchemaIdBeforePreparingNextSplit) { + TFileScanRangeParams scan_params; + scan_params.__set_current_schema_id(200); + scan_params.__set_history_schema_info({ + external_schema(100, {external_schema_field("old_name", 10, {"name"})}), + external_schema(200, {external_schema_field("name", 10)}), + }); + + paimon::PaimonReader reader; + reader.TEST_set_scan_params(&scan_params); + + SplitReadOptions split_with_schema_id; + split_with_schema_id.current_range.__set_table_format_params( + make_paimon_schema_table_format_desc(100)); + ASSERT_TRUE(reader.prepare_split(split_with_schema_id).ok()); + EXPECT_EQ(reader.TEST_mapping_mode(), TableColumnMappingMode::BY_FIELD_ID); + + SplitReadOptions split_without_schema_id; + TTableFormatFileDesc table_format_params; + table_format_params.__set_table_format_type("paimon"); + table_format_params.__set_paimon_params(TPaimonFileDesc {}); + split_without_schema_id.current_range.__set_table_format_params(table_format_params); + ASSERT_TRUE(reader.prepare_split(split_without_schema_id).ok()); + EXPECT_EQ(reader.TEST_mapping_mode(), TableColumnMappingMode::BY_NAME); +} + +// Scenario: Paimon reader should parse its bitmap deletion vector and let TableReader apply the +// generated row-position delete predicate before returning table rows. +TEST(PaimonReaderTest, AppliesBitmapDeletionVectorFile) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_paimon_deletion_vector_file_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + const auto dv_path = (test_dir / "delete-vector.bin").string(); + write_int_pair_parquet_file(file_path, {1, 2, 3, 4, 5}, {10, 20, 30, 40, 50}, + {"one", "two", "three", "four", "five"}); + const auto dv_length = write_paimon_deletion_vector_file(dv_path, {0, 4}); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeProfile profile("test_profile"); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + auto scan_params = make_local_parquet_scan_params(); + io::FileReaderStats file_reader_stats; + io::FileCacheStatistics file_cache_stats; + auto io_ctx = make_io_context(&file_reader_stats, &file_cache_stats); + ShardedKVCache cache(1); + paimon::PaimonReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = &scan_params, + .io_ctx = io_ctx, + .runtime_state = &state, + .scanner_profile = &profile, + }) + .ok()); + + auto split_options = build_split_options(file_path); + split_options.cache = &cache; + split_options.current_range.__set_table_format_params( + make_paimon_table_format_desc(dv_path, 0, dv_length)); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + std::vector ids; + bool eos = false; + while (!eos) { + Block block = build_table_block(projected_columns); + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + if (block.rows() == 0) { + continue; + } + const auto& id_column = + assert_cast(expect_not_null_table_column(block, 0)); + for (size_t row = 0; row < block.rows(); ++row) { + ids.push_back(id_column.get_element(row)); + } + } + EXPECT_EQ(ids, std::vector({2, 3, 4})); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(PaimonHybridReaderTest, ClassifiesJniSplitByReaderType) { + EXPECT_FALSE(paimon::PaimonHybridReader::TEST_is_jni_split( + make_paimon_native_range(TFileFormatType::FORMAT_PARQUET))); + EXPECT_FALSE(paimon::PaimonHybridReader::TEST_is_jni_split( + make_paimon_range_without_reader_type(TFileFormatType::FORMAT_JNI))); + EXPECT_TRUE(paimon::PaimonHybridReader::TEST_is_jni_split(make_paimon_jni_range())); +} + +TEST(PaimonHybridReaderTest, ConvertsNativeSplitFileFormat) { + FileFormat file_format; + ASSERT_TRUE(paimon::PaimonHybridReader::TEST_to_file_format( + make_paimon_native_range(TFileFormatType::FORMAT_PARQUET), &file_format) + .ok()); + EXPECT_EQ(file_format, FileFormat::PARQUET); + + ASSERT_TRUE(paimon::PaimonHybridReader::TEST_to_file_format( + make_paimon_native_range(TFileFormatType::FORMAT_ORC), &file_format) + .ok()); + EXPECT_EQ(file_format, FileFormat::ORC); + + auto status = + paimon::PaimonHybridReader::TEST_to_file_format(make_paimon_jni_range(), &file_format); + EXPECT_FALSE(status.ok()); + EXPECT_NE(std::string::npos, status.to_string().find("Unsupported native Paimon file format")); +} + +TEST(PaimonHybridReaderTest, DispatchesNativeThenJniSplitToMatchingReader) { + RuntimeProfile profile("test_profile"); + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + auto scan_params = make_local_parquet_scan_params(); + io::FileReaderStats file_reader_stats; + io::FileCacheStatistics file_cache_stats; + auto io_ctx = make_io_context(&file_reader_stats, &file_cache_stats); + + paimon::PaimonHybridReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = {}, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = &scan_params, + .io_ctx = io_ctx, + .runtime_state = &state, + .scanner_profile = &profile, + }) + .ok()); + + SplitReadOptions native_split; + native_split.current_range = make_paimon_native_range(TFileFormatType::FORMAT_PARQUET); + ASSERT_TRUE(reader.prepare_split(native_split).ok()); + + SplitReadOptions jni_split; + jni_split.current_range = make_paimon_jni_range(); + auto status = reader.prepare_split(jni_split); + EXPECT_FALSE(status.ok()); + EXPECT_NE(std::string::npos, status.to_string().find("missing serialized_table")); + + ASSERT_TRUE(reader.close().ok()); +} + +} // namespace +} // namespace doris::format diff --git a/be/test/format_v2/table/remote_doris_reader_test.cpp b/be/test/format_v2/table/remote_doris_reader_test.cpp new file mode 100644 index 00000000000000..c7f7beaaa984aa --- /dev/null +++ b/be/test/format_v2/table/remote_doris_reader_test.cpp @@ -0,0 +1,444 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/table/remote_doris_reader.h" + +#include +#include + +#include +#include +#include +#include +#include +#include + +#include "common/object_pool.h" +#include "core/assert_cast.h" +#include "core/block/block.h" +#include "core/column/column_nullable.h" +#include "core/column/column_string.h" +#include "core/column/column_vector.h" +#include "core/data_type/data_type_array.h" +#include "core/data_type/data_type_map.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" +#include "core/data_type/data_type_struct.h" +#include "exprs/vexpr.h" +#include "exprs/vexpr_context.h" +#include "format_v2/file_reader.h" +#include "gen_cpp/PlanNodes_types.h" +#include "io/file_factory.h" +#include "io/io_common.h" +#include "runtime/runtime_profile.h" +#include "runtime/runtime_state.h" +#include "testutil/desc_tbl_builder.h" + +namespace doris::format::remote_doris { +namespace { + +class BatchRemoteDorisStream final : public RemoteDorisStream { +public: + BatchRemoteDorisStream(std::vector> batches, + std::shared_ptr close_count) + : _batches(std::move(batches)), _close_count(std::move(close_count)) {} + + Status next(std::shared_ptr* batch) override { + DORIS_CHECK(batch != nullptr); + if (_next_batch >= _batches.size()) { + *batch = nullptr; + return Status::OK(); + } + *batch = _batches[_next_batch++]; + return Status::OK(); + } + + Status close() override { + ++(*_close_count); + return Status::OK(); + } + +private: + std::vector> _batches; + std::shared_ptr _close_count; + size_t _next_batch = 0; +}; + +TFileRangeDesc remote_doris_range() { + TRemoteDorisFileDesc remote_desc; + remote_desc.__set_location_uri("grpc://127.0.0.1:9050"); + remote_desc.__set_ticket("ticket-bytes"); + + TTableFormatFileDesc table_desc; + table_desc.__set_table_format_type("remote_doris"); + table_desc.__set_remote_doris_params(std::move(remote_desc)); + + TFileRangeDesc range; + range.__set_format_type(TFileFormatType::FORMAT_ARROW); + range.__set_path("/dummyPath"); + range.__set_table_format_params(std::move(table_desc)); + return range; +} + +std::vector remote_slots(ObjectPool* pool, DescriptorTbl** desc_tbl) { + DescriptorTblBuilder builder(pool); + builder.declare_tuple() << std::make_tuple(std::make_shared(), std::string("id")) + << std::make_tuple(std::make_shared(), + std::string("name")); + *desc_tbl = builder.build(); + return (*desc_tbl)->get_tuple_descriptor(0)->slots(); +} + +std::vector remote_complex_slots(ObjectPool* pool, DescriptorTbl** desc_tbl) { + const auto string_type = make_nullable(std::make_shared()); + const auto int_type = make_nullable(std::make_shared()); + const auto array_type = make_nullable(std::make_shared(string_type)); + const auto map_type = make_nullable(std::make_shared(string_type, int_type)); + const auto struct_type = make_nullable(std::make_shared( + DataTypes {int_type, make_nullable(std::make_shared()), string_type}, + Strings {"f1", "f2", "f3"})); + + DescriptorTblBuilder builder(pool); + builder.declare_tuple() << std::make_tuple(array_type, std::string("c_array_s")) + << std::make_tuple(map_type, std::string("c_map")) + << std::make_tuple(struct_type, std::string("c_struct")); + *desc_tbl = builder.build(); + return (*desc_tbl)->get_tuple_descriptor(0)->slots(); +} + +std::shared_ptr make_batch(const std::vector& names) { + arrow::Int32Builder id_builder; + EXPECT_TRUE(id_builder.Append(10).ok()); + EXPECT_TRUE(id_builder.Append(20).ok()); + std::shared_ptr id_array; + EXPECT_TRUE(id_builder.Finish(&id_array).ok()); + + arrow::StringBuilder name_builder; + EXPECT_TRUE(name_builder.Append("alice").ok()); + EXPECT_TRUE(name_builder.Append("bob").ok()); + std::shared_ptr name_array; + EXPECT_TRUE(name_builder.Finish(&name_array).ok()); + + std::vector> fields; + std::vector> arrays; + for (const auto& name : names) { + if (name == "id") { + fields.push_back(arrow::field("id", arrow::int32())); + arrays.push_back(id_array); + } else if (name == "name") { + fields.push_back(arrow::field("name", arrow::utf8())); + arrays.push_back(name_array); + } else { + fields.push_back(arrow::field(name, arrow::int32())); + arrays.push_back(id_array); + } + } + return arrow::RecordBatch::Make(arrow::schema(std::move(fields)), 2, std::move(arrays)); +} + +std::unique_ptr create_reader( + RuntimeProfile* profile, const TFileRangeDesc& range, + const std::vector& slots, + std::vector> batches, std::shared_ptr close_count, + std::shared_ptr io_ctx = nullptr) { + auto system_properties = std::make_shared(); + auto file_description = std::make_unique(); + file_description->path = "/dummyPath"; + auto factory = [batches = std::move(batches), close_count]( + const TFileRangeDesc&, + std::unique_ptr* stream) mutable { + *stream = std::make_unique(std::move(batches), close_count); + return Status::OK(); + }; + return std::make_unique(system_properties, file_description, + std::move(io_ctx), profile, range, slots, + std::move(factory)); +} + +Block make_request_block(const std::vector& schema, + const std::vector& local_ids) { + Block block; + for (const auto local_id : local_ids) { + const auto it = std::find_if(schema.begin(), schema.end(), [&](const auto& column) { + return column.local_id == local_id; + }); + DORIS_CHECK(it != schema.end()); + block.insert({it->type->create_column(), it->type, it->name}); + } + return block; +} + +int32_t nullable_int_at(const IColumn& column, size_t row) { + const auto& nullable = assert_cast(column); + const auto& nested = assert_cast(nullable.get_nested_column()); + return nested.get_data()[row]; +} + +std::string nullable_string_at(const IColumn& column, size_t row) { + const auto& nullable = assert_cast(column); + const auto& nested = assert_cast(nullable.get_nested_column()); + return nested.get_data_at(row).to_string(); +} + +class NullableIntGreaterThanExpr final : public VExpr { +public: + NullableIntGreaterThanExpr(size_t block_position, int32_t value) + : VExpr(std::make_shared(), false), + _block_position(block_position), + _value(value) {} + + const std::string& expr_name() const override { return _name; } + + bool is_constant() const override { return false; } + + Status execute_column_impl(VExprContext*, const Block* block, const Selector* selector, + size_t count, ColumnPtr& result_column) const override { + DORIS_CHECK(block != nullptr); + const auto& nullable = + assert_cast(*block->get_by_position(_block_position).column); + const auto& data = assert_cast(nullable.get_nested_column()); + + auto result = ColumnUInt8::create(); + auto& result_data = result->get_data(); + result_data.resize(count); + for (size_t row = 0; row < count; ++row) { + const auto source_row = selector == nullptr ? row : (*selector)[row]; + result_data[row] = + !nullable.is_null_at(source_row) && data.get_element(source_row) > _value; + } + result_column = std::move(result); + return Status::OK(); + } + + Status clone_node(VExprSPtr* cloned_expr) const override { + DORIS_CHECK(cloned_expr != nullptr); + *cloned_expr = std::make_shared(_block_position, _value); + return Status::OK(); + } + +private: + size_t _block_position; + int32_t _value; + const std::string _name = "NullableIntGreaterThanExpr"; +}; + +VExprContextSPtr prepared_conjunct(RuntimeState* state, const VExprSPtr& expr) { + auto context = VExprContext::create_shared(expr); + auto status = context->prepare(state, RowDescriptor()); + EXPECT_TRUE(status.ok()) << status; + status = context->open(state); + EXPECT_TRUE(status.ok()) << status; + return context; +} + +} // namespace + +TEST(RemoteDorisV2ReaderTest, BuildsSchemaFromSlotsAndProjectsRequestedColumns) { + ObjectPool pool; + DescriptorTbl* desc_tbl = nullptr; + const auto slots = remote_slots(&pool, &desc_tbl); + RuntimeState state; + RuntimeProfile profile("remote_doris_v2_reader_test"); + auto close_count = std::make_shared(0); + auto reader = create_reader(&profile, remote_doris_range(), slots, {make_batch({"id", "name"})}, + close_count); + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + ASSERT_EQ(schema.size(), 2); + EXPECT_EQ(schema[0].name, "id"); + EXPECT_EQ(schema[0].local_id, 0); + EXPECT_EQ(schema[1].name, "name"); + EXPECT_EQ(schema[1].local_id, 1); + + auto request = std::make_shared(); + FileScanRequestBuilder builder(request.get()); + ASSERT_TRUE(builder.add_non_predicate_column(LocalColumnId(1)).ok()); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_request_block(schema, {1}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 2); + EXPECT_FALSE(eof); + EXPECT_EQ(nullable_string_at(*block.get_by_position(0).column, 0), "alice"); + EXPECT_EQ(nullable_string_at(*block.get_by_position(0).column, 1), "bob"); + + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + EXPECT_EQ(rows, 0); + EXPECT_TRUE(eof); + ASSERT_TRUE(reader->close().ok()); + EXPECT_EQ(*close_count, 1); +} + +TEST(RemoteDorisV2ReaderTest, BuildsComplexSchemaChildrenFromSlots) { + ObjectPool pool; + DescriptorTbl* desc_tbl = nullptr; + const auto slots = remote_complex_slots(&pool, &desc_tbl); + RuntimeState state; + RuntimeProfile profile("remote_doris_v2_reader_complex_schema_test"); + auto close_count = std::make_shared(0); + auto reader = create_reader(&profile, remote_doris_range(), slots, {}, close_count); + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + ASSERT_EQ(schema.size(), 3); + + ASSERT_EQ(schema[0].name, "c_array_s"); + ASSERT_EQ(schema[0].children.size(), 1); + EXPECT_EQ(schema[0].children[0].name, "element"); + EXPECT_EQ(schema[0].children[0].local_id, 0); + EXPECT_TRUE(schema[0].children[0].children.empty()); + + ASSERT_EQ(schema[1].name, "c_map"); + ASSERT_EQ(schema[1].children.size(), 2); + EXPECT_EQ(schema[1].children[0].name, "key"); + EXPECT_EQ(schema[1].children[0].local_id, 0); + EXPECT_EQ(schema[1].children[1].name, "value"); + EXPECT_EQ(schema[1].children[1].local_id, 1); + + ASSERT_EQ(schema[2].name, "c_struct"); + ASSERT_EQ(schema[2].children.size(), 3); + EXPECT_EQ(schema[2].children[0].name, "f1"); + EXPECT_EQ(schema[2].children[0].local_id, 0); + EXPECT_EQ(schema[2].children[1].name, "f2"); + EXPECT_EQ(schema[2].children[1].local_id, 1); + EXPECT_EQ(schema[2].children[2].name, "f3"); + EXPECT_EQ(schema[2].children[2].local_id, 2); +} + +TEST(RemoteDorisV2ReaderTest, HandlesDifferentArrowColumnOrder) { + ObjectPool pool; + DescriptorTbl* desc_tbl = nullptr; + const auto slots = remote_slots(&pool, &desc_tbl); + RuntimeState state; + RuntimeProfile profile("remote_doris_v2_reader_reordered_test"); + auto close_count = std::make_shared(0); + auto reader = create_reader(&profile, remote_doris_range(), slots, {make_batch({"name", "id"})}, + close_count); + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + auto request = std::make_shared(); + FileScanRequestBuilder builder(request.get()); + ASSERT_TRUE(builder.add_non_predicate_column(LocalColumnId(1)).ok()); + ASSERT_TRUE(builder.add_non_predicate_column(LocalColumnId(0)).ok()); + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_request_block(schema, {1, 0}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 2); + EXPECT_EQ(nullable_string_at(*block.get_by_position(0).column, 0), "alice"); + EXPECT_EQ(nullable_int_at(*block.get_by_position(1).column, 1), 20); +} + +TEST(RemoteDorisV2ReaderTest, AppliesConjunctsAndTracksPredicateFilteredRows) { + ObjectPool pool; + DescriptorTbl* desc_tbl = nullptr; + const auto slots = remote_slots(&pool, &desc_tbl); + RuntimeState state; + RuntimeProfile profile("remote_doris_v2_reader_filter_test"); + auto close_count = std::make_shared(0); + auto io_ctx = std::make_shared(); + auto reader = create_reader(&profile, remote_doris_range(), slots, {make_batch({"id", "name"})}, + close_count, io_ctx); + ASSERT_TRUE(reader->init(&state).ok()); + + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + auto request = std::make_shared(); + FileScanRequestBuilder builder(request.get()); + ASSERT_TRUE(builder.add_predicate_column(LocalColumnId(0)).ok()); + ASSERT_TRUE(builder.add_non_predicate_column(LocalColumnId(1)).ok()); + request->conjuncts = { + prepared_conjunct(&state, std::make_shared(0, 10))}; + ASSERT_TRUE(reader->open(request).ok()); + + auto block = make_request_block(schema, {0, 1}); + size_t rows = 0; + bool eof = false; + ASSERT_TRUE(reader->get_block(&block, &rows, &eof).ok()); + ASSERT_EQ(rows, 1); + EXPECT_FALSE(eof); + EXPECT_EQ(nullable_int_at(*block.get_by_position(0).column, 0), 20); + EXPECT_EQ(nullable_string_at(*block.get_by_position(1).column, 0), "bob"); + EXPECT_EQ(io_ctx->predicate_filtered_rows, 1); +} + +TEST(RemoteDorisV2ReaderTest, RejectsUnknownReturnedColumnAndMissingRequestedColumn) { + ObjectPool pool; + DescriptorTbl* desc_tbl = nullptr; + const auto slots = remote_slots(&pool, &desc_tbl); + RuntimeState state; + RuntimeProfile profile("remote_doris_v2_reader_error_test"); + + { + auto close_count = std::make_shared(0); + auto reader = create_reader(&profile, remote_doris_range(), slots, + {make_batch({"unknown"})}, close_count); + ASSERT_TRUE(reader->init(&state).ok()); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + auto request = std::make_shared(); + FileScanRequestBuilder builder(request.get()); + ASSERT_TRUE(builder.add_non_predicate_column(LocalColumnId(0)).ok()); + ASSERT_TRUE(reader->open(request).ok()); + auto block = make_request_block(schema, {0}); + size_t rows = 0; + bool eof = false; + EXPECT_FALSE(reader->get_block(&block, &rows, &eof).ok()); + } + + { + auto close_count = std::make_shared(0); + auto reader = create_reader(&profile, remote_doris_range(), slots, {make_batch({"id"})}, + close_count); + ASSERT_TRUE(reader->init(&state).ok()); + std::vector schema; + ASSERT_TRUE(reader->get_schema(&schema).ok()); + auto request = std::make_shared(); + FileScanRequestBuilder builder(request.get()); + ASSERT_TRUE(builder.add_non_predicate_column(LocalColumnId(1)).ok()); + ASSERT_TRUE(reader->open(request).ok()); + auto block = make_request_block(schema, {1}); + size_t rows = 0; + bool eof = false; + EXPECT_FALSE(reader->get_block(&block, &rows, &eof).ok()); + } +} + +TEST(RemoteDorisV2ReaderTest, RejectsInvalidRemoteDorisRange) { + ObjectPool pool; + DescriptorTbl* desc_tbl = nullptr; + const auto slots = remote_slots(&pool, &desc_tbl); + RuntimeState state; + RuntimeProfile profile("remote_doris_v2_reader_bad_range_test"); + auto range = remote_doris_range(); + range.table_format_params.__isset.remote_doris_params = false; + auto close_count = std::make_shared(0); + auto reader = create_reader(&profile, range, slots, {}, close_count); + EXPECT_FALSE(reader->init(&state).ok()); +} + +} // namespace doris::format::remote_doris diff --git a/be/test/format_v2/table_reader_request_test.cpp b/be/test/format_v2/table_reader_request_test.cpp new file mode 100644 index 00000000000000..3845e086cea1b1 --- /dev/null +++ b/be/test/format_v2/table_reader_request_test.cpp @@ -0,0 +1,96 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include + +#include "format_v2/table_reader.h" + +namespace doris::format { +namespace { + +class TableReaderRequestTestHelper final : public TableReader { +public: + using TableReader::_append_file_scan_column; +}; + +// Scenario: FileScanRequestBuilder owns request-local block positions and merges repeated nested +// projections for the same root. ColumnMapper can focus on producing file-local projection trees. +TEST(FileScanRequestBuilderTest, MergesNestedProjectionAndKeepsStableBlockPosition) { + FileScanRequest request; + FileScanRequestBuilder builder(&request); + + auto name_projection = LocalColumnIndex::partial_local(5); + name_projection.children.push_back(LocalColumnIndex::local(2)); + ASSERT_TRUE(builder.add_non_predicate_column(std::move(name_projection)).ok()); + + auto id_projection = LocalColumnIndex::partial_local(5); + id_projection.children.push_back(LocalColumnIndex::local(0)); + ASSERT_TRUE(builder.add_non_predicate_column(std::move(id_projection)).ok()); + + ASSERT_EQ(request.local_positions.size(), 1); + EXPECT_EQ(request.local_positions.at(LocalColumnId(5)).value(), 0); + ASSERT_EQ(request.non_predicate_columns.size(), 1); + const auto& projection = request.non_predicate_columns[0]; + EXPECT_EQ(projection.column_id(), LocalColumnId(5)); + ASSERT_FALSE(projection.project_all_children); + ASSERT_EQ(projection.children.size(), 2); + EXPECT_EQ(projection.children[0].local_id(), 0); + EXPECT_EQ(projection.children[1].local_id(), 2); +} + +// Scenario: predicate scan columns dominate non-predicate columns because file readers return +// predicate columns in the same file-local block and TableReader can reuse them for output. +TEST(FileScanRequestBuilderTest, PredicateColumnRemovesDuplicateNonPredicateColumn) { + FileScanRequest request; + FileScanRequestBuilder builder(&request); + + ASSERT_TRUE(builder.add_non_predicate_column(LocalColumnId(1)).ok()); + ASSERT_TRUE(builder.add_non_predicate_column(LocalColumnId(2)).ok()); + ASSERT_TRUE(builder.add_predicate_column(LocalColumnId(1)).ok()); + + ASSERT_EQ(request.local_positions.size(), 2); + EXPECT_EQ(request.local_positions.at(LocalColumnId(1)).value(), 0); + EXPECT_EQ(request.local_positions.at(LocalColumnId(2)).value(), 1); + ASSERT_EQ(request.predicate_columns.size(), 1); + EXPECT_EQ(request.predicate_columns[0].column_id(), LocalColumnId(1)); + ASSERT_EQ(request.non_predicate_columns.size(), 1); + EXPECT_EQ(request.non_predicate_columns[0].column_id(), LocalColumnId(2)); +} + +// Scenario: TableReader's format-specific customization path delegates to FileScanRequestBuilder +// and preserves the same predicate/non-predicate de-duplication rule. +TEST(TableReaderRequestTest, AppendPredicateColumnKeepsOtherNonPredicateColumns) { + TableReaderRequestTestHelper reader; + FileScanRequest request; + + reader._append_file_scan_column(&request, LocalColumnId(1), &request.non_predicate_columns); + reader._append_file_scan_column(&request, LocalColumnId(2), &request.non_predicate_columns); + reader._append_file_scan_column(&request, LocalColumnId(1), &request.predicate_columns); + + ASSERT_EQ(request.local_positions.size(), 2); + EXPECT_EQ(request.local_positions.at(LocalColumnId(1)).value(), 0); + EXPECT_EQ(request.local_positions.at(LocalColumnId(2)).value(), 1); + + ASSERT_EQ(request.predicate_columns.size(), 1); + EXPECT_EQ(request.predicate_columns[0].column_id(), LocalColumnId(1)); + + ASSERT_EQ(request.non_predicate_columns.size(), 1); + EXPECT_EQ(request.non_predicate_columns[0].column_id(), LocalColumnId(2)); +} + +} // namespace +} // namespace doris::format diff --git a/be/test/format_v2/table_reader_test.cpp b/be/test/format_v2/table_reader_test.cpp new file mode 100644 index 00000000000000..6f6e96427591d2 --- /dev/null +++ b/be/test/format_v2/table_reader_test.cpp @@ -0,0 +1,3609 @@ +// Licensed to the Apache Software Foundation (ASF) under one +// or more contributor license agreements. See the NOTICE file +// distributed with this work for additional information +// regarding copyright ownership. The ASF licenses this file +// to you under the Apache License, Version 2.0 (the +// "License"); you may not use this file except in compliance +// with the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, +// software distributed under the License is distributed on an +// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +// KIND, either express or implied. See the License for the +// specific language governing permissions and limitations +// under the License. + +#include "format_v2/table_reader.h" + +#include +#include +#include +#include +#include + +#include +#include +#include +#include +#include +#include +#include +#include + +#include "common/consts.h" +#include "core/assert_cast.h" +#include "core/block/block.h" +#include "core/column/column_array.h" +#include "core/column/column_const.h" +#include "core/column/column_map.h" +#include "core/column/column_nullable.h" +#include "core/column/column_string.h" +#include "core/column/column_struct.h" +#include "core/column/column_vector.h" +#include "core/data_type/data_type_array.h" +#include "core/data_type/data_type_map.h" +#include "core/data_type/data_type_nullable.h" +#include "core/data_type/data_type_number.h" +#include "core/data_type/data_type_string.h" +#include "core/data_type/data_type_struct.h" +#include "exprs/runtime_filter_expr.h" +#include "exprs/vectorized_fn_call.h" +#include "exprs/vexpr.h" +#include "exprs/vliteral.h" +#include "exprs/vslot_ref.h" +#include "gen_cpp/Exprs_types.h" +#include "gen_cpp/PlanNodes_types.h" +#include "io/io_common.h" +#include "runtime/runtime_profile.h" +#include "runtime/runtime_state.h" +#include "storage/predicate/predicate_creator.h" +#include "storage/segment/condition_cache.h" + +namespace doris::format { +namespace { + +std::vector projection_ids(const std::vector& projections) { + std::vector ids; + ids.reserve(projections.size()); + for (const auto& projection : projections) { + ids.push_back(projection.index); + } + return ids; +} + +TEST(LocalColumnIndexTest, MergeUnionsPartialChildrenAndFullProjectionDominates) { + LocalColumnIndex target {.index = 10, .project_all_children = false}; + target.children.push_back({.index = 1}); + target.children.push_back({.index = 2, .project_all_children = false}); + target.children.back().children.push_back({.index = 20}); + + LocalColumnIndex source {.index = 10, .project_all_children = false}; + source.children.push_back({.index = 2, .project_all_children = false}); + source.children.back().children.push_back({.index = 21}); + source.children.push_back({.index = 3}); + + ASSERT_TRUE(merge_local_column_index(&target, source).ok()); + ASSERT_FALSE(target.project_all_children); + ASSERT_EQ(std::vector({1, 2, 3}), projection_ids(target.children)); + ASSERT_FALSE(target.children[1].project_all_children); + ASSERT_EQ(std::vector({20, 21}), projection_ids(target.children[1].children)); + ASSERT_TRUE(target.children[2].project_all_children); + + LocalColumnIndex full_source {.index = 10}; + ASSERT_TRUE(merge_local_column_index(&target, full_source).ok()); + ASSERT_TRUE(target.project_all_children); + ASSERT_TRUE(target.children.empty()); +} + +TEST(LocalColumnIndexTest, FindsProjectedChildren) { + LocalColumnIndex projection {.index = 10, .project_all_children = false}; + projection.children.push_back({.index = 1}); + projection.children.push_back({.index = 2}); + + EXPECT_TRUE(is_full_projection(nullptr)); + EXPECT_FALSE(is_full_projection(&projection)); + EXPECT_TRUE(is_partial_projection(&projection)); + ASSERT_NE(find_child_projection(&projection, 2), nullptr); + EXPECT_EQ(find_child_projection(&projection, 2)->local_id(), 2); + EXPECT_EQ(find_child_projection(&projection, 3), nullptr); + EXPECT_TRUE(is_child_projected(nullptr, 3)); + EXPECT_TRUE(is_child_projected(&projection, 1)); + EXPECT_FALSE(is_child_projected(&projection, 3)); +} + +TEST(LocalColumnIndexTest, ProjectColumnDefinitionMatchesChildrenByLocalId) { + auto int_type = std::make_shared(); + auto string_type = std::make_shared(); + ColumnDefinition field; + field.identifier = Field::create_field(5); + field.name = "root"; + field.type = + std::make_shared(DataTypes {int_type, string_type}, Strings {"a", "b"}); + ColumnDefinition a_child; + a_child.identifier = Field::create_field(10); + a_child.local_id = 0; + a_child.name = "a"; + a_child.type = int_type; + ColumnDefinition b_child; + b_child.identifier = Field::create_field(20); + b_child.local_id = 1; + b_child.name = "b"; + b_child.type = string_type; + field.children = { + a_child, + b_child, + }; + LocalColumnIndex projection {.index = 5, .project_all_children = false}; + projection.children.push_back({.index = 1}); + + ColumnDefinition projected_field; + ASSERT_TRUE(project_column_definition(field, projection, &projected_field).ok()); + ASSERT_EQ(projected_field.children.size(), 1); + EXPECT_EQ(projected_field.children[0].get_identifier_field_id(), 20); + EXPECT_EQ(projected_field.children[0].name, "b"); + + const auto* projected_type = + assert_cast(remove_nullable(projected_field.type).get()); + ASSERT_EQ(projected_type->get_elements().size(), 1); + EXPECT_EQ(projected_type->get_element_name(0), "b"); + EXPECT_TRUE(projected_type->get_element(0)->equals(*string_type)); +} + +TEST(LocalColumnIndexTest, ProjectColumnDefinitionKeepsFileChildOrder) { + auto int_type = std::make_shared(); + auto string_type = std::make_shared(); + ColumnDefinition a_child; + a_child.identifier = Field::create_field(10); + a_child.local_id = 0; + a_child.name = "a"; + a_child.type = int_type; + ColumnDefinition b_child; + b_child.identifier = Field::create_field(20); + b_child.local_id = 1; + b_child.name = "b"; + b_child.type = string_type; + + ColumnDefinition field; + field.identifier = Field::create_field(5); + field.name = "root"; + field.type = + std::make_shared(DataTypes {int_type, string_type}, Strings {"a", "b"}); + field.children = {a_child, b_child}; + + LocalColumnIndex projection {.index = 5, .project_all_children = false}; + projection.children.push_back({.index = 1}); + projection.children.push_back({.index = 0}); + + ColumnDefinition projected_field; + ASSERT_TRUE(project_column_definition(field, projection, &projected_field).ok()); + ASSERT_EQ(projected_field.children.size(), 2); + EXPECT_EQ(projected_field.children[0].name, "a"); + EXPECT_EQ(projected_field.children[1].name, "b"); + + const auto* projected_type = + assert_cast(remove_nullable(projected_field.type).get()); + ASSERT_EQ(projected_type->get_elements().size(), 2); + EXPECT_EQ(projected_type->get_element_name(0), "a"); + EXPECT_EQ(projected_type->get_element_name(1), "b"); +} + +VExprSPtr table_int32_slot_ref(int slot_id, int column_id, const std::string& column_name) { + const auto nullable_int_type = make_nullable(std::make_shared()); + return VSlotRef::create_shared(slot_id, column_id, slot_id, nullable_int_type, column_name); +} + +VExprSPtr table_int32_literal(int32_t value) { + return VLiteral::create_shared(std::make_shared(), + Field::create_field(value)); +} + +TExprNode table_function_node(const std::string& function_name, const DataTypePtr& return_type, + const std::vector& arg_types, + TExprNodeType::type node_type, + TExprOpcode::type opcode = TExprOpcode::INVALID_OPCODE, + bool short_circuit_evaluation = false) { + TFunctionName fn_name; + fn_name.__set_function_name(function_name); + TFunction fn; + fn.__set_name(fn_name); + fn.__set_binary_type(TFunctionBinaryType::BUILTIN); + std::vector thrift_arg_types; + thrift_arg_types.reserve(arg_types.size()); + for (const auto& arg_type : arg_types) { + thrift_arg_types.push_back(arg_type->to_thrift()); + } + fn.__set_arg_types(thrift_arg_types); + fn.__set_ret_type(return_type->to_thrift()); + fn.__set_has_var_args(false); + + TExprNode node; + node.__set_node_type(node_type); + node.__set_opcode(opcode); + node.__set_type(return_type->to_thrift()); + node.__set_fn(fn); + node.__set_num_children(static_cast(arg_types.size())); + node.__set_is_nullable(return_type->is_nullable()); + if (short_circuit_evaluation) { + node.__set_short_circuit_evaluation(true); + } + return node; +} + +VExprSPtr create_expr_from_node(const TExprNode& node) { + VExprSPtr expr; + auto status = VExpr::create_expr(node, expr); + DORIS_CHECK(status.ok()) << status.to_string(); + return expr; +} + +VExprSPtr table_function_expr(const std::string& function_name, const DataTypePtr& return_type, + const std::vector& arg_types, + TExprNodeType::type node_type = TExprNodeType::FUNCTION_CALL, + TExprOpcode::type opcode = TExprOpcode::INVALID_OPCODE) { + const auto node = table_function_node(function_name, return_type, arg_types, node_type, opcode); + return VectorizedFnCall::create_shared(node); +} + +VExprSPtr table_int32_greater_than_expr(int slot_id, int column_id, int32_t value) { + const auto int_type = std::make_shared(); + const auto nullable_int_type = make_nullable(int_type); + auto expr = table_function_expr("gt", make_nullable(std::make_shared()), + {nullable_int_type, int_type}, TExprNodeType::BINARY_PRED, + TExprOpcode::GT); + expr->add_child(table_int32_slot_ref(slot_id, column_id, "id")); + expr->add_child(table_int32_literal(value)); + return expr; +} + +VExprSPtr runtime_filter_wrapper_expr(VExprSPtr impl) { + TExprNode node; + node.__set_node_type(TExprNodeType::SLOT_REF); + node.__set_type(std::make_shared()->to_thrift()); + node.__set_num_children(1); + return RuntimeFilterExpr::create_shared(node, std::move(impl), 0, false, /*filter_id=*/1); +} + +class NullableArrayBigintDefaultExpr final : public VExpr { +public: + explicit NullableArrayBigintDefaultExpr(DataTypePtr data_type) + : _name("single_element_groups") { + _data_type = std::move(data_type); + } + + const std::string& expr_name() const override { return _name; } + + bool is_constant() const override { return false; } + + Status execute_column_impl(VExprContext*, const Block*, const Selector* selector, size_t count, + ColumnPtr& result_column) const override { + DCHECK(selector == nullptr || selector->size() == count); + auto values = ColumnInt64::create(); + auto offsets = ColumnArray::ColumnOffsets::create(); + auto null_map = ColumnUInt8::create(); + for (size_t i = 0; i < count; ++i) { + values->insert_value(7); + offsets->insert_value(static_cast(i + 1)); + null_map->insert_value(0); + } + auto array_column = ColumnArray::create(std::move(values), std::move(offsets)); + result_column = ColumnNullable::create(std::move(array_column), std::move(null_map)); + return Status::OK(); + } + +private: + std::string _name; +}; + +class TableReaderMaterializeTestHelper final : public TableReader { +public: + using TableReader::_materialize_map_mapping_column; +}; + +VExprSPtr table_int32_sum_expr(int left_slot_id, int left_column_id, int right_slot_id, + int right_column_id) { + const auto int_type = std::make_shared(); + const auto nullable_int_type = make_nullable(int_type); + auto expr = + table_function_expr("add", nullable_int_type, {nullable_int_type, nullable_int_type}); + expr->add_child(table_int32_slot_ref(left_slot_id, left_column_id, "id")); + expr->add_child(table_int32_slot_ref(right_slot_id, right_column_id, "score")); + return expr; +} + +VExprSPtr table_int32_sum_greater_than_expr(int left_slot_id, int left_column_id, int right_slot_id, + int right_column_id, int32_t value) { + const auto int_type = std::make_shared(); + const auto nullable_int_type = make_nullable(int_type); + auto expr = table_function_expr("gt", make_nullable(std::make_shared()), + {nullable_int_type, int_type}, TExprNodeType::BINARY_PRED, + TExprOpcode::GT); + expr->add_child( + table_int32_sum_expr(left_slot_id, left_column_id, right_slot_id, right_column_id)); + expr->add_child(table_int32_literal(value)); + return expr; +} + +VExprSPtr table_condition_function_expr(const std::string& function_name, bool short_circuit) { + const auto int_type = std::make_shared(); + std::vector arg_types; + if (function_name == "if") { + arg_types = {std::make_shared(), int_type, int_type}; + } else { + arg_types = {int_type, int_type}; + } + auto expr = create_expr_from_node( + table_function_node(function_name, int_type, arg_types, TExprNodeType::FUNCTION_CALL, + TExprOpcode::INVALID_OPCODE, short_circuit)); + if (function_name == "if") { + expr->add_child(table_int32_greater_than_expr(0, 0, 0)); + expr->add_child(table_int32_literal(1)); + expr->add_child(table_int32_literal(0)); + } else { + expr->add_child(table_int32_slot_ref(0, 0, "id")); + expr->add_child(table_int32_literal(0)); + } + return expr; +} + +VExprSPtr table_case_expr(bool short_circuit) { + const auto int_type = std::make_shared(); + TCaseExpr case_node; + case_node.__set_has_case_expr(false); + case_node.__set_has_else_expr(true); + + TExprNode node; + node.__set_node_type(TExprNodeType::CASE_EXPR); + node.__set_type(int_type->to_thrift()); + node.__set_is_nullable(false); + node.__set_num_children(3); + node.__set_case_expr(case_node); + if (short_circuit) { + node.__set_short_circuit_evaluation(true); + } + + auto expr = create_expr_from_node(node); + expr->add_child(table_int32_greater_than_expr(0, 0, 0)); + expr->add_child(table_int32_literal(1)); + expr->add_child(table_int32_literal(0)); + return expr; +} + +TEST(CloneTableExprTreeTest, ClonesConditionalExpressions) { + const std::vector expressions { + table_condition_function_expr("if", false), + table_condition_function_expr("if", true), + table_condition_function_expr("ifnull", false), + table_condition_function_expr("ifnull", true), + table_condition_function_expr("coalesce", false), + table_condition_function_expr("coalesce", true), + table_case_expr(false), + table_case_expr(true), + }; + + for (const auto& expr : expressions) { + VExprSPtr cloned; + const auto status = clone_table_expr_tree(expr, &cloned); + ASSERT_TRUE(status.ok()) << expr->debug_string() << ": " << status.to_string(); + ASSERT_NE(cloned, nullptr); + const auto* original_expr = expr.get(); + const auto* cloned_expr = cloned.get(); + EXPECT_TRUE(typeid(*original_expr) == typeid(*cloned_expr)) + << expr->expr_name() << " cloned as " << typeid(*cloned_expr).name(); + EXPECT_EQ(expr->expr_name(), cloned->expr_name()); + EXPECT_EQ(expr->get_num_children(), cloned->get_num_children()); + EXPECT_NE(original_expr, cloned_expr); + } +} + +// Scenario: cloning a VectorizedFnCall whose return type is complex must not reconstruct the expr +// from TExprNode, because DataTypeFactory rejects nested types through the primitive-type path. +TEST(CloneTableExprTreeTest, ClonesVectorizedFnCallWithComplexReturnType) { + const auto int_type = std::make_shared(); + const auto string_type = std::make_shared(); + const auto struct_type = + std::make_shared(DataTypes {int_type, string_type}, Strings {"a", "b"}); + const auto array_type = std::make_shared(struct_type); + + auto expr = table_function_expr("element_at", struct_type, {array_type, int_type}); + expr->add_child(VSlotRef::create_shared(0, 0, -1, array_type, "array_of_struct")); + expr->add_child(table_int32_literal(1)); + + VExprSPtr cloned; + const auto status = clone_table_expr_tree(expr, &cloned); + ASSERT_TRUE(status.ok()) << status.to_string(); + ASSERT_NE(cloned, nullptr); + EXPECT_EQ(cloned->expr_name(), expr->expr_name()); + EXPECT_TRUE(cloned->data_type()->equals(*struct_type)); + EXPECT_EQ(cloned->get_num_children(), 2); + EXPECT_NE(cloned.get(), expr.get()); +} + +std::shared_ptr finish_array(arrow::ArrayBuilder* builder) { + std::shared_ptr array; + EXPECT_TRUE(builder->Finish(&array).ok()); + return array; +} + +std::shared_ptr build_int32_array(const std::vector& values) { + arrow::Int32Builder builder; + for (const auto value : values) { + EXPECT_TRUE(builder.Append(value).ok()); + } + return finish_array(&builder); +} + +std::shared_ptr build_string_array(const std::vector& values) { + arrow::StringBuilder builder; + for (const auto& value : values) { + EXPECT_TRUE(builder.Append(value).ok()); + } + return finish_array(&builder); +} + +void write_parquet_file(const std::string& file_path, int32_t id, const std::string& value) { + auto schema = arrow::schema({ + arrow::field("id", arrow::int32(), false), + arrow::field("value", arrow::utf8(), false), + }); + auto table = arrow::Table::Make(schema, {build_int32_array({id}), build_string_array({value})}); + + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder builder; + builder.version(::parquet::ParquetVersion::PARQUET_2_6); + builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + builder.compression(::parquet::Compression::UNCOMPRESSED); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, 1, + builder.build())); +} + +void write_struct_parquet_file(const std::string& file_path, int32_t id) { + auto struct_type = arrow::struct_({arrow::field("id", arrow::int32(), false)}); + arrow::StructBuilder builder( + struct_type, arrow::default_memory_pool(), + {std::make_shared(arrow::default_memory_pool())}); + auto* id_builder = assert_cast(builder.field_builder(0)); + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(id_builder->Append(id).ok()); + + auto schema = arrow::schema({ + arrow::field("s", struct_type, false), + }); + auto table = arrow::Table::Make(schema, {finish_array(&builder)}); + + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder writer_builder; + writer_builder.version(::parquet::ParquetVersion::PARQUET_2_6); + writer_builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + writer_builder.compression(::parquet::Compression::UNCOMPRESSED); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, 1, + writer_builder.build())); +} + +void write_struct_parquet_file(const std::string& file_path, const std::vector& ids, + int64_t row_group_size = -1) { + auto struct_type = arrow::struct_({arrow::field("id", arrow::int32(), false)}); + arrow::StructBuilder builder( + struct_type, arrow::default_memory_pool(), + {std::make_shared(arrow::default_memory_pool())}); + auto* id_builder = assert_cast(builder.field_builder(0)); + for (const auto id : ids) { + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(id_builder->Append(id).ok()); + } + + auto schema = arrow::schema({ + arrow::field("s", struct_type, false), + }); + auto table = arrow::Table::Make(schema, {finish_array(&builder)}); + + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder writer_builder; + writer_builder.version(::parquet::ParquetVersion::PARQUET_2_6); + writer_builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + writer_builder.compression(::parquet::Compression::UNCOMPRESSED); + const auto write_row_group_size = + row_group_size > 0 ? row_group_size : static_cast(ids.size()); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, + write_row_group_size, + writer_builder.build())); +} + +void write_struct_with_nullable_child_parquet_file(const std::string& file_path) { + auto struct_type = arrow::struct_({ + arrow::field("id", arrow::int32(), false), + arrow::field("note", arrow::utf8(), true), + }); + std::vector> field_builders; + auto id_builder = std::make_unique(); + field_builders.push_back(std::shared_ptr(std::move(id_builder))); + auto note_builder = std::make_unique(); + field_builders.push_back(std::shared_ptr(std::move(note_builder))); + arrow::StructBuilder builder(struct_type, arrow::default_memory_pool(), + std::move(field_builders)); + auto* struct_id_builder = assert_cast(builder.field_builder(0)); + auto* struct_note_builder = assert_cast(builder.field_builder(1)); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(struct_id_builder->Append(7).ok()); + EXPECT_TRUE(struct_note_builder->Append("seven").ok()); + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(struct_id_builder->Append(8).ok()); + EXPECT_TRUE(struct_note_builder->AppendNull().ok()); + + auto schema = arrow::schema({ + arrow::field("s", struct_type, false), + }); + auto table = arrow::Table::Make(schema, {finish_array(&builder)}); + + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder writer_builder; + writer_builder.version(::parquet::ParquetVersion::PARQUET_2_6); + writer_builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + writer_builder.compression(::parquet::Compression::UNCOMPRESSED); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, 2, + writer_builder.build())); +} + +void write_list_struct_parquet_file(const std::string& file_path) { + auto struct_type = arrow::struct_( + {arrow::field("a", arrow::int32(), false), arrow::field("b", arrow::int32(), false)}); + std::vector> field_builders; + auto a_array_builder = std::make_unique(); + field_builders.push_back(std::shared_ptr(std::move(a_array_builder))); + auto b_array_builder = std::make_unique(); + field_builders.push_back(std::shared_ptr(std::move(b_array_builder))); + auto struct_builder = std::make_shared( + struct_type, arrow::default_memory_pool(), std::move(field_builders)); + auto list_type = arrow::list(arrow::field("element", struct_type, true)); + arrow::ListBuilder builder(arrow::default_memory_pool(), struct_builder, list_type); + auto* a_builder = assert_cast(struct_builder->field_builder(0)); + auto* b_builder = assert_cast(struct_builder->field_builder(1)); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(struct_builder->Append().ok()); + EXPECT_TRUE(a_builder->Append(10).ok()); + EXPECT_TRUE(b_builder->Append(11).ok()); + EXPECT_TRUE(struct_builder->Append().ok()); + EXPECT_TRUE(a_builder->Append(20).ok()); + EXPECT_TRUE(b_builder->Append(21).ok()); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(struct_builder->Append().ok()); + EXPECT_TRUE(a_builder->Append(30).ok()); + EXPECT_TRUE(b_builder->Append(31).ok()); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(struct_builder->Append().ok()); + EXPECT_TRUE(a_builder->Append(40).ok()); + EXPECT_TRUE(b_builder->Append(41).ok()); + + auto schema = arrow::schema({ + arrow::field("xs", list_type, false), + }); + auto table = arrow::Table::Make(schema, {finish_array(&builder)}); + + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder writer_builder; + writer_builder.version(::parquet::ParquetVersion::PARQUET_2_6); + writer_builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + writer_builder.compression(::parquet::Compression::UNCOMPRESSED); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, 3, + writer_builder.build())); +} + +void write_map_struct_parquet_file(const std::string& file_path) { + auto key_builder = std::make_shared(); + auto struct_type = arrow::struct_( + {arrow::field("a", arrow::int32(), false), arrow::field("b", arrow::utf8(), false)}); + std::vector> field_builders; + auto a_array_builder = std::make_unique(); + field_builders.push_back(std::shared_ptr(std::move(a_array_builder))); + auto b_array_builder = std::make_unique(); + field_builders.push_back(std::shared_ptr(std::move(b_array_builder))); + auto value_builder = std::make_shared( + struct_type, arrow::default_memory_pool(), std::move(field_builders)); + auto map_type = arrow::map(arrow::int32(), arrow::field("value", struct_type, false)); + arrow::MapBuilder builder(arrow::default_memory_pool(), key_builder, value_builder, map_type); + auto* a_builder = assert_cast(value_builder->field_builder(0)); + auto* b_builder = assert_cast(value_builder->field_builder(1)); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(key_builder->Append(1).ok()); + EXPECT_TRUE(value_builder->Append().ok()); + EXPECT_TRUE(a_builder->Append(10).ok()); + EXPECT_TRUE(b_builder->Append("ma").ok()); + EXPECT_TRUE(key_builder->Append(2).ok()); + EXPECT_TRUE(value_builder->Append().ok()); + EXPECT_TRUE(a_builder->Append(20).ok()); + EXPECT_TRUE(b_builder->Append("mb").ok()); + + EXPECT_TRUE(builder.Append().ok()); + EXPECT_TRUE(key_builder->Append(3).ok()); + EXPECT_TRUE(value_builder->Append().ok()); + EXPECT_TRUE(a_builder->Append(30).ok()); + EXPECT_TRUE(b_builder->Append("mc").ok()); + + EXPECT_TRUE(builder.AppendEmptyValue().ok()); + + auto schema = arrow::schema({ + arrow::field("kv", map_type, false), + }); + auto table = arrow::Table::Make(schema, {finish_array(&builder)}); + + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder writer_builder; + writer_builder.version(::parquet::ParquetVersion::PARQUET_2_6); + writer_builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + writer_builder.compression(::parquet::Compression::UNCOMPRESSED); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, 3, + writer_builder.build())); +} + +void write_int_pair_parquet_file(const std::string& file_path, const std::vector& ids, + const std::vector& scores, + const std::vector& values, + int64_t row_group_size = -1) { + const auto id_metadata = arrow::key_value_metadata({"PARQUET:field_id"}, {"0"}); + const auto score_metadata = arrow::key_value_metadata({"PARQUET:field_id"}, {"1"}); + const auto value_metadata = arrow::key_value_metadata({"PARQUET:field_id"}, {"2"}); + auto schema = arrow::schema({ + arrow::field("id", arrow::int32(), false)->WithMetadata(id_metadata), + arrow::field("score", arrow::int32(), false)->WithMetadata(score_metadata), + arrow::field("value", arrow::utf8(), false)->WithMetadata(value_metadata), + }); + auto table = arrow::Table::Make(schema, {build_int32_array(ids), build_int32_array(scores), + build_string_array(values)}); + + auto file_result = arrow::io::FileOutputStream::Open(file_path); + ASSERT_TRUE(file_result.ok()) << file_result.status(); + std::shared_ptr out = *file_result; + + ::parquet::WriterProperties::Builder builder; + builder.version(::parquet::ParquetVersion::PARQUET_2_6); + builder.data_page_version(::parquet::ParquetDataPageVersion::V2); + builder.compression(::parquet::Compression::UNCOMPRESSED); + const auto write_row_group_size = + row_group_size > 0 ? row_group_size : static_cast(ids.size()); + PARQUET_THROW_NOT_OK(::parquet::arrow::WriteTable(*table, arrow::default_memory_pool(), out, + write_row_group_size, builder.build())); +} + +Block build_table_block(const std::vector& columns) { + Block block; + for (const auto& column : columns) { + block.insert({column.type->create_column(), column.type, column.name}); + } + return block; +} + +const IColumn& expect_not_null_nullable_nested_column(const IColumn& column) { + if (!column.is_nullable()) { + return column; + } + const auto& nullable_column = assert_cast(column); + for (const auto is_null : nullable_column.get_null_map_data()) { + EXPECT_EQ(is_null, 0); + } + return nullable_column.get_nested_column(); +} + +void expect_nullable_column_all_null(const IColumn& column) { + const auto full_column = column.convert_to_full_column_if_const(); + const auto& nullable_column = assert_cast(*full_column); + for (const auto is_null : nullable_column.get_null_map_data()) { + EXPECT_EQ(is_null, 1); + } +} + +const IColumn& expect_not_null_table_column(const Block& block, size_t position) { + return expect_not_null_nullable_nested_column(*block.get_by_position(position).column); +} + +ColumnDefinition make_table_column(int32_t id, const std::string& name, const DataTypePtr& type); + +void expect_int32_column_values(const IColumn& column, + const std::vector& expected_values) { + const auto full_column = column.convert_to_full_column_if_const(); + const auto& nested_column = expect_not_null_nullable_nested_column(*full_column); + const auto& values = assert_cast(nested_column).get_data(); + ASSERT_EQ(values.size(), expected_values.size()); + for (size_t row = 0; row < expected_values.size(); ++row) { + EXPECT_EQ(values[row], expected_values[row]); + } +} + +SplitReadOptions build_split_options(const std::string& file_path) { + SplitReadOptions options; + options.current_range.__set_path(file_path); + options.current_range.__set_file_size( + static_cast(std::filesystem::file_size(file_path))); + return options; +} + +void set_table_level_row_count(SplitReadOptions* split_options, int64_t row_count) { + split_options->current_range.__isset.table_format_params = true; + split_options->current_range.table_format_params.__isset.table_level_row_count = true; + split_options->current_range.table_format_params.table_level_row_count = row_count; +} + +int64_t parquet_column_start_offset(const ::parquet::ColumnChunkMetaData& column_metadata) { + return column_metadata.has_dictionary_page() + ? static_cast(column_metadata.dictionary_page_offset()) + : static_cast(column_metadata.data_page_offset()); +} + +SplitReadOptions build_split_options_for_row_group_mid(const std::string& file_path, + int row_group_idx) { + auto options = build_split_options(file_path); + auto reader = ::parquet::ParquetFileReader::OpenFile(file_path, false); + auto metadata = reader->metadata(); + auto row_group_metadata = metadata->RowGroup(row_group_idx); + auto first_column = row_group_metadata->ColumnChunk(0); + auto last_column = row_group_metadata->ColumnChunk(row_group_metadata->num_columns() - 1); + const int64_t row_group_start_offset = parquet_column_start_offset(*first_column); + const int64_t row_group_end_offset = + parquet_column_start_offset(*last_column) + last_column->total_compressed_size(); + const int64_t row_group_mid_offset = + row_group_start_offset + (row_group_end_offset - row_group_start_offset) / 2; + options.current_range.__set_start_offset(row_group_mid_offset); + options.current_range.__set_size(1); + return options; +} + +DataTypePtr make_table_test_type(const DataTypePtr& type, bool nullable_root = true) { + DORIS_CHECK(type != nullptr); + const auto nested_type = remove_nullable(type); + DataTypePtr result; + if (const auto* struct_type = typeid_cast(nested_type.get())) { + DataTypes child_types; + child_types.reserve(struct_type->get_elements().size()); + for (const auto& child_type : struct_type->get_elements()) { + child_types.push_back(make_table_test_type(child_type)); + } + result = std::make_shared(child_types, struct_type->get_element_names()); + } else if (const auto* array_type = typeid_cast(nested_type.get())) { + result = std::make_shared( + make_table_test_type(array_type->get_nested_type())); + } else if (const auto* map_type = typeid_cast(nested_type.get())) { + result = std::make_shared(make_table_test_type(map_type->get_key_type()), + make_table_test_type(map_type->get_value_type())); + } else { + result = nested_type; + } + return nullable_root ? make_nullable(result) : result; +} + +ColumnDefinition make_table_column(int32_t id, const std::string& name, const DataTypePtr& type) { + ColumnDefinition column; + if (id >= 0) { + column.identifier = Field::create_field(id); + } + column.name = name; + // TableReader tests model external table scan descriptors. Those table columns are nullable + // even when the Parquet file field itself is required, so keep the test schema aligned with + // the real scan contract at the construction boundary. + column.type = make_table_test_type(type); + return column; +} + +ColumnDefinition make_file_column(int32_t id, const std::string& name, const DataTypePtr& type) { + ColumnDefinition field; + field.identifier = Field::create_field(id); + field.local_id = id; + field.name = name; + field.type = make_table_test_type(type); + return field; +} + +ColumnDefinition make_nullable_column_definition(ColumnDefinition column) { + column.type = make_table_test_type(column.type); + for (auto& child : column.children) { + child = make_nullable_column_definition(std::move(child)); + } + return column; +} + +MutableColumnPtr make_not_null_nullable_column(MutableColumnPtr nested_column) { + auto null_map = ColumnUInt8::create(); + for (size_t i = 0; i < nested_column->size(); ++i) { + null_map->insert_value(0); + } + return ColumnNullable::create(std::move(nested_column), std::move(null_map)); +} + +class TableReaderCharVarcharTestHelper final : public TableReader { +public: + using TableReader::_should_truncate_char_or_varchar_column; + using TableReader::_truncate_char_or_varchar_column; +}; + +TEST(TableReaderTest, TruncateCharOrVarcharPredicateOnlyAppliesToParquetStringWidthMismatch) { + ColumnMapping mapping; + mapping.table_type = std::make_shared(3, TYPE_VARCHAR); + mapping.file_type = std::make_shared(10, TYPE_VARCHAR); + EXPECT_TRUE(TableReaderCharVarcharTestHelper::_should_truncate_char_or_varchar_column(mapping)); + + mapping.file_type = std::make_shared(2, TYPE_VARCHAR); + EXPECT_FALSE( + TableReaderCharVarcharTestHelper::_should_truncate_char_or_varchar_column(mapping)); + + mapping.file_type = std::make_shared(); + EXPECT_TRUE(TableReaderCharVarcharTestHelper::_should_truncate_char_or_varchar_column(mapping)); + + mapping.file_type = std::make_shared(); + EXPECT_TRUE(TableReaderCharVarcharTestHelper::_should_truncate_char_or_varchar_column(mapping)); + + mapping.table_type = std::make_shared(); + EXPECT_FALSE( + TableReaderCharVarcharTestHelper::_should_truncate_char_or_varchar_column(mapping)); +} + +TEST(TableReaderTest, TruncateCharOrVarcharColumnKeepsNullMap) { + auto nested = ColumnString::create(); + nested->insert_data("abcdef", 6); + nested->insert_data("xyz", 3); + auto null_map = ColumnUInt8::create(); + null_map->insert_value(0); + null_map->insert_value(1); + + auto type = make_nullable(std::make_shared(3, TYPE_VARCHAR)); + Block block; + block.insert({ColumnNullable::create(std::move(nested), std::move(null_map)), type, "v"}); + + TableReaderCharVarcharTestHelper::_truncate_char_or_varchar_column(&block, 0, 3); + + ASSERT_EQ(block.columns(), 1); + ASSERT_EQ(block.rows(), 2); + const auto* nullable_column = + assert_cast(block.get_by_position(0).column.get()); + EXPECT_EQ(nullable_column->get_nested_column().get_data_at(0).to_string(), "abc"); + EXPECT_FALSE(nullable_column->is_null_at(0)); + EXPECT_TRUE(nullable_column->is_null_at(1)); +} + +void set_name_identifiers(std::vector* columns); + +void set_name_identifier(ColumnDefinition* column) { + DORIS_CHECK(column != nullptr); + column->identifier = Field::create_field(column->name); + set_name_identifiers(&column->children); +} + +void set_name_identifiers(std::vector* columns) { + DORIS_CHECK(columns != nullptr); + for (auto& column : *columns) { + set_name_identifier(&column); + } +} + +void add_column_predicate(TableColumnPredicates* column_predicates, GlobalIndex global_index, + std::shared_ptr predicate) { + auto& entry = (*column_predicates)[global_index]; + entry.push_back(std::move(predicate)); +} + +VExprContextSPtr prepared_conjunct(RuntimeState* state, const VExprSPtr& expr) { + auto ctx = VExprContext::create_shared(expr); + auto status = ctx->prepare(state, RowDescriptor()); + EXPECT_TRUE(status.ok()) << status; + status = ctx->open(state); + EXPECT_TRUE(status.ok()) << status; + return ctx; +} + +struct FakeFileReaderState { + int init_count = 0; + int open_count = 0; + int close_count = 0; + int64_t total_rows = 2; + bool eof_with_first_batch = true; + bool inject_delete_conjunct = false; + std::shared_ptr last_request; + std::shared_ptr condition_cache_ctx; +}; + +class FakeFileReader final : public FileReader { +public: + FakeFileReader(std::shared_ptr& system_properties, + std::unique_ptr& file_description, + std::vector schema, std::shared_ptr state) + : FileReader(system_properties, file_description, nullptr, nullptr), + _schema(std::move(schema)), + _state(std::move(state)) {} + + Status init(RuntimeState* state) override { + (void)state; + ++_state->init_count; + _eof = false; + return Status::OK(); + } + + Status get_schema(std::vector* file_schema) const override { + DORIS_CHECK(file_schema != nullptr); + *file_schema = _schema; + for (auto& column : *file_schema) { + column = make_nullable_column_definition(std::move(column)); + } + return Status::OK(); + } + + Status open(std::shared_ptr request) override { + RETURN_IF_ERROR(FileReader::open(std::move(request))); + _state->last_request = _request; + ++_state->open_count; + _returned_batch = false; + return Status::OK(); + } + + Status get_block(Block* file_block, size_t* rows, bool* eof) override { + DORIS_CHECK(file_block != nullptr); + DORIS_CHECK(rows != nullptr); + DORIS_CHECK(eof != nullptr); + DORIS_CHECK(_request != nullptr); + if (_returned_batch) { + *rows = 0; + *eof = true; + return Status::OK(); + } + + for (const auto& [file_column_id, block_position] : _request->local_positions) { + if (file_column_id == LocalColumnId(0)) { + auto column = ColumnInt32::create(); + column->insert_value(1); + column->insert_value(2); + file_block->replace_by_position(block_position.value(), + make_not_null_nullable_column(std::move(column))); + } else if (file_column_id == LocalColumnId(1)) { + auto column = ColumnString::create(); + column->insert_data("one", 3); + column->insert_data("two", 3); + file_block->replace_by_position(block_position.value(), + make_not_null_nullable_column(std::move(column))); + } else if (file_column_id == LocalColumnId(2)) { + auto country_values = ColumnString::create(); + country_values->insert_data("USA", 3); + country_values->insert_data("UK", 2); + auto country_column = make_not_null_nullable_column(std::move(country_values)); + + auto city_column = ColumnString::create(); + city_column->insert_data("New York", 8); + city_column->insert_data("London", 6); + + MutableColumns struct_children; + struct_children.push_back(std::move(country_column)); + struct_children.push_back(make_not_null_nullable_column(std::move(city_column))); + auto struct_column = ColumnStruct::create(std::move(struct_children)); + + file_block->replace_by_position( + block_position.value(), + make_not_null_nullable_column(std::move(struct_column))); + } else { + return Status::InvalidArgument("Unexpected fake file column id {}", + file_column_id.value()); + } + } + + _returned_batch = true; + *rows = 2; + *eof = _state->eof_with_first_batch; + if (_state->condition_cache_ctx != nullptr && !_state->condition_cache_ctx->is_hit && + _state->condition_cache_ctx->filter_result != nullptr && + !_state->condition_cache_ctx->filter_result->empty()) { + // The real file reader marks a granule after local row-level predicates keep at least + // one row from that granule. The fake reader does it here so TableReader tests can + // focus on condition-cache lifecycle decisions without depending on Parquet internals. + (*_state->condition_cache_ctx->filter_result)[0] = true; + } + return Status::OK(); + } + + void set_condition_cache_context(std::shared_ptr ctx) override { + _state->condition_cache_ctx = std::move(ctx); + } + + int64_t get_total_rows() const override { return _state->total_rows; } + + Status close() override { + ++_state->close_count; + _request.reset(); + _eof = true; + return Status::OK(); + } + +private: + std::vector _schema; + std::shared_ptr _state; + bool _returned_batch = false; +}; + +class FakeTableReader final : public TableReader { +public: + FakeTableReader(std::vector file_schema, + std::shared_ptr state) + : _file_schema(std::move(file_schema)), _state(std::move(state)) {} + +protected: + Status create_file_reader(std::unique_ptr* reader) override { + DORIS_CHECK(reader != nullptr); + auto system_properties = std::make_shared(); + system_properties->system_type = TFileType::FILE_LOCAL; + auto file_description = std::make_unique(); + file_description->path = "fake-table-reader-input"; + *reader = std::make_unique(system_properties, file_description, + _file_schema, _state); + return Status::OK(); + } + + Status customize_file_scan_request(FileScanRequest* file_request) override { + RETURN_IF_ERROR(TableReader::customize_file_scan_request(file_request)); + if (_state->inject_delete_conjunct) { + // Table-format delete handling is represented in v2 by TableReader injecting + // delete_conjuncts into the file scan request. The fake reader does not execute it; + // this only tests that condition cache is disabled once such table-level delete state + // is present in the request. + file_request->delete_conjuncts.push_back( + VExprContext::create_shared(table_int32_literal(1))); + } + return Status::OK(); + } + +private: + std::vector _file_schema; + std::shared_ptr _state; +}; + +class ScopedConditionCacheForTest { +public: + ScopedConditionCacheForTest() + : _previous(ExecEnv::GetInstance()->get_condition_cache()), + _cache(segment_v2::ConditionCache::create_global_cache(1024 * 1024, 4)) { + ExecEnv::GetInstance()->_condition_cache = _cache.get(); + } + + ~ScopedConditionCacheForTest() { ExecEnv::GetInstance()->_condition_cache = _previous; } + + segment_v2::ConditionCache* get() { return _cache.get(); } + +private: + segment_v2::ConditionCache* _previous = nullptr; + std::unique_ptr _cache; +}; + +TEST(TableReaderTest, CanUseInjectedFileReaderForStandaloneUnitTest) { + std::vector file_schema; + file_schema.push_back(make_file_column(0, "id", std::make_shared())); + file_schema.push_back(make_file_column(1, "value", std::make_shared())); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(1, "value", std::make_shared())); + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + set_name_identifiers(&projected_columns); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + auto fake_state = std::make_shared(); + FakeTableReader reader(file_schema, fake_state); + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + SplitReadOptions split_options; + split_options.current_range.__set_path("fake-table-reader-input"); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + EXPECT_FALSE(eos); + + ASSERT_EQ(fake_state->init_count, 1); + ASSERT_EQ(fake_state->open_count, 1); + ASSERT_EQ(fake_state->close_count, 1); + ASSERT_NE(fake_state->last_request, nullptr); + ASSERT_EQ(fake_state->last_request->local_positions.at(LocalColumnId(1)).value(), 0); + ASSERT_EQ(fake_state->last_request->local_positions.at(LocalColumnId(0)).value(), 1); + EXPECT_EQ(projection_ids(fake_state->last_request->non_predicate_columns), + std::vector({1, 0})); + EXPECT_TRUE(fake_state->last_request->predicate_columns.empty()); + + const auto& value_column = + assert_cast(expect_not_null_table_column(block, 0)); + const auto& id_column = assert_cast(expect_not_null_table_column(block, 1)); + ASSERT_EQ(block.rows(), 2); + EXPECT_EQ(value_column.get_data_at(0).to_string(), "one"); + EXPECT_EQ(value_column.get_data_at(1).to_string(), "two"); + EXPECT_EQ(id_column.get_element(0), 1); + EXPECT_EQ(id_column.get_element(1), 2); + + block = build_table_block(projected_columns); + eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + EXPECT_TRUE(eos); +} + +TEST(TableReaderTest, ComplexRematerializeCastsScalarChildToTableType) { + const auto string_type = std::make_shared(); + const auto nullable_string_type = make_nullable(string_type); + const auto file_struct_type = make_nullable(std::make_shared( + DataTypes {nullable_string_type, string_type}, Strings {"country", "city"})); + auto file_struct_column = make_file_column(2, "struct_column", file_struct_type); + file_struct_column.children = {make_file_column(0, "country", nullable_string_type), + make_file_column(1, "city", string_type)}; + std::vector file_schema = {file_struct_column}; + + const auto table_struct_type = make_nullable(std::make_shared( + DataTypes {nullable_string_type, nullable_string_type}, Strings {"country", "city"})); + auto country_child = make_table_column(0, "country", nullable_string_type); + auto city_child = make_table_column(1, "city", nullable_string_type); + auto table_struct_column = make_table_column(2, "struct_column", table_struct_type); + table_struct_column.children = {country_child, city_child}; + std::vector projected_columns = {table_struct_column}; + set_name_identifiers(&projected_columns); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + auto fake_state = std::make_shared(); + FakeTableReader reader(file_schema, fake_state); + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + SplitReadOptions split_options; + split_options.current_range.__set_path("fake-table-reader-input"); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + const auto status = reader.get_block(&block, &eos); + ASSERT_TRUE(status.ok()) << status.to_string(); + ASSERT_FALSE(eos); + ASSERT_TRUE(block.check_type_and_column().ok()) << block.dump_structure(); + + const auto& result_nullable = + assert_cast(*block.get_by_position(0).column); + const auto& struct_result = + assert_cast(result_nullable.get_nested_column()); + ASSERT_EQ(struct_result.get_columns().size(), 2); + const auto& country_column = assert_cast(struct_result.get_column(0)); + const auto& city_column = assert_cast(struct_result.get_column(1)); + const auto& country_values = + assert_cast(country_column.get_nested_column()); + const auto& city_values = assert_cast(city_column.get_nested_column()); + ASSERT_EQ(city_column.size(), 2); + EXPECT_FALSE(city_column.is_null_at(0)); + EXPECT_FALSE(city_column.is_null_at(1)); + EXPECT_EQ(country_values.get_data_at(0).to_string(), "USA"); + EXPECT_EQ(country_values.get_data_at(1).to_string(), "UK"); + EXPECT_EQ(city_values.get_data_at(0).to_string(), "New York"); + EXPECT_EQ(city_values.get_data_at(1).to_string(), "London"); +} + +TEST(TableReaderTest, ReopenSplitAfterClose) { + const auto test_dir = std::filesystem::temp_directory_path() / "doris_table_reader_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const std::vector file_paths = { + (test_dir / "split_1.parquet").string(), + (test_dir / "split_2.parquet").string(), + (test_dir / "split_3.parquet").string(), + }; + write_parquet_file(file_paths[0], 1, "one"); + write_parquet_file(file_paths[1], 2, "two"); + write_parquet_file(file_paths[2], 3, "three"); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(1, "value", std::make_shared())); + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {prepared_conjunct( + &state, table_int32_greater_than_expr(1, 1, 0))}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + // Simulate the scanner lifecycle for three different splits: + // init() once, then repeat prepare_split() -> get_block() -> close(). + // This verifies TableReader::close() fully releases the previous low-level reader and task + // state, so a later prepare_split() can open and read a new split on the same TableReader. + // The table-level conjunct is also rebuilt for each split. The projection order puts value + // before id, so the pushed conjunct has to be rewritten to the ParquetReader file-local block + // position every time a new split is opened. + std::vector ids; + std::vector values; + for (const auto& file_path : file_paths) { + auto split_options = build_split_options(file_path); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + + const auto& value_column = + assert_cast(expect_not_null_table_column(block, 0)); + const auto& id_column = + assert_cast(expect_not_null_table_column(block, 1)); + ASSERT_EQ(id_column.size(), 1); + ASSERT_EQ(value_column.size(), 1); + ids.push_back(id_column.get_element(0)); + values.push_back(value_column.get_data_at(0).to_string()); + + ASSERT_TRUE(reader.close().ok()); + } + + EXPECT_EQ(ids, std::vector({1, 2, 3})); + EXPECT_EQ(values, std::vector({"one", "two", "three"})); + + std::filesystem::remove_all(test_dir); +} + +// Scenario: column predicates are pruning hints only. They do not produce a row-level survivor +// bitmap, so TableReader must not enable condition cache when the scan request has no conjuncts. +TEST(TableReaderTest, ConditionCacheSkipsColumnPredicateOnlyRequest) { + std::vector file_schema; + file_schema.push_back(make_file_column(0, "id", std::make_shared())); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + set_name_identifiers(&projected_columns); + + TableColumnPredicates column_predicates; + add_column_predicate(&column_predicates, GlobalIndex(0), + create_comparison_predicate( + 0, "id", make_nullable(std::make_shared()), + Field::create_field(0), false)); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + auto fake_state = std::make_shared(); + FakeTableReader reader(file_schema, fake_state); + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = std::move(column_predicates), + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + .condition_cache_digest = 7, + }) + .ok()); + + SplitReadOptions split_options; + split_options.current_range.__set_path("fake-table-reader-input"); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + EXPECT_EQ(fake_state->condition_cache_ctx, nullptr); + EXPECT_EQ(reader.condition_cache_hit_count(), 0); + ASSERT_TRUE(reader.close().ok()); +} + +// Scenario: runtime filters can arrive late and are not represented by the stable predicate digest. +// A MISS must not insert a bitmap for `stable predicate AND runtime filter` under the stable digest. +TEST(TableReaderTest, ConditionCacheSkipsRuntimeFilterConjunct) { + std::vector file_schema; + file_schema.push_back(make_file_column(0, "id", std::make_shared())); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + set_name_identifiers(&projected_columns); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + auto fake_state = std::make_shared(); + FakeTableReader reader(file_schema, fake_state); + ASSERT_TRUE( + reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {prepared_conjunct( + &state, runtime_filter_wrapper_expr( + table_int32_greater_than_expr(0, 0, 0)))}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + .condition_cache_digest = 7, + }) + .ok()); + + SplitReadOptions split_options; + split_options.current_range.__set_path("fake-table-reader-input"); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + EXPECT_EQ(fake_state->condition_cache_ctx, nullptr); + EXPECT_EQ(reader.condition_cache_hit_count(), 0); + ASSERT_TRUE(reader.close().ok()); +} + +// Scenario: table-format delete files/deletion vectors are outside the data-file cache key. When +// TableReader injects delete conjuncts into the file scan request, condition cache must be disabled +// for that split. +TEST(TableReaderTest, ConditionCacheSkipsRequestWithDeleteConjuncts) { + std::vector file_schema; + file_schema.push_back(make_file_column(0, "id", std::make_shared())); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + set_name_identifiers(&projected_columns); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + auto fake_state = std::make_shared(); + fake_state->inject_delete_conjunct = true; + FakeTableReader reader(file_schema, fake_state); + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {prepared_conjunct( + &state, table_int32_greater_than_expr(0, 0, 0))}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + .condition_cache_digest = 7, + }) + .ok()); + + SplitReadOptions split_options; + split_options.current_range.__set_path("fake-table-reader-input"); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + EXPECT_EQ(fake_state->condition_cache_ctx, nullptr); + EXPECT_EQ(reader.condition_cache_hit_count(), 0); + ASSERT_TRUE(reader.close().ok()); +} + +// Scenario: a MISS bitmap is safe to publish only after the physical reader reaches EOF. This test +// returns EOF together with the first batch and verifies TableReader publishes the marked bitmap. +TEST(TableReaderTest, ConditionCacheMissPublishesBitmapAfterReaderEof) { + ScopedConditionCacheForTest cache; + + std::vector file_schema; + file_schema.push_back(make_file_column(0, "id", std::make_shared())); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + set_name_identifiers(&projected_columns); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + auto fake_state = std::make_shared(); + fake_state->total_rows = ConditionCacheContext::GRANULE_SIZE; + FakeTableReader reader(file_schema, fake_state); + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {prepared_conjunct( + &state, table_int32_greater_than_expr(0, 0, 0))}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + .condition_cache_digest = 7, + }) + .ok()); + + SplitReadOptions split_options; + split_options.current_range.__set_path("fake-table-reader-input"); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_NE(fake_state->condition_cache_ctx, nullptr); + EXPECT_FALSE(fake_state->condition_cache_ctx->is_hit); + + segment_v2::ConditionCache::ExternalCacheKey key("fake-table-reader-input", 0, -1, 7, 0, -1); + segment_v2::ConditionCacheHandle handle; + ASSERT_TRUE(cache.get()->lookup(key, &handle)); + const auto cached_bitmap = handle.get_filter_result(); + ASSERT_NE(cached_bitmap, nullptr); + ASSERT_FALSE(cached_bitmap->empty()); + EXPECT_TRUE((*cached_bitmap)[0]); + + ASSERT_TRUE(reader.close().ok()); +} + +// Scenario: LIMIT/cancel can close a reader before it reaches EOF. TableReader must drop the MISS +// bitmap because unvisited granules would still be false and unsafe for future cache hits. +TEST(TableReaderTest, ConditionCacheMissIsDroppedWhenReaderClosesBeforeEof) { + ScopedConditionCacheForTest cache; + + std::vector file_schema; + file_schema.push_back(make_file_column(0, "id", std::make_shared())); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + set_name_identifiers(&projected_columns); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + auto fake_state = std::make_shared(); + fake_state->total_rows = ConditionCacheContext::GRANULE_SIZE; + fake_state->eof_with_first_batch = false; + FakeTableReader reader(file_schema, fake_state); + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {prepared_conjunct( + &state, table_int32_greater_than_expr(0, 0, 0))}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + .condition_cache_digest = 7, + }) + .ok()); + + SplitReadOptions split_options; + split_options.current_range.__set_path("fake-table-reader-input"); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_NE(fake_state->condition_cache_ctx, nullptr); + EXPECT_FALSE(fake_state->condition_cache_ctx->is_hit); + + ASSERT_TRUE(reader.close().ok()); + segment_v2::ConditionCache::ExternalCacheKey key("fake-table-reader-input", 0, -1, 7, 0, -1); + segment_v2::ConditionCacheHandle handle; + EXPECT_FALSE(cache.get()->lookup(key, &handle)); +} + +TEST(TableReaderTest, PushDownCountFromNewParquetReader) { + const auto test_dir = std::filesystem::temp_directory_path() / "doris_table_reader_count_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_int_pair_parquet_file(file_path, {1, 2, 3, 4, 5}, {10, 20, 30, 40, 50}, + {"one", "two", "three", "four", "five"}, 2); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + .push_down_agg_type = TPushAggOp::type::COUNT, + }) + .ok()); + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + ASSERT_EQ(block.rows(), 5); + EXPECT_FALSE(is_column_const(*block.get_by_position(0).column)); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, TableLevelCountUsesAssignedRowCount) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_table_reader_table_count_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_int_pair_parquet_file(file_path, {1, 2, 3}, {10, 20, 30}, {"one", "two", "three"}); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + TQueryOptions query_options; + query_options.__set_batch_size(2); + RuntimeState state {query_options, TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + .push_down_agg_type = TPushAggOp::type::COUNT, + }) + .ok()); + auto split_options = build_split_options(file_path); + set_table_level_row_count(&split_options, 5); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + EXPECT_EQ(block.rows(), 2); + + block = build_table_block(projected_columns); + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + EXPECT_EQ(block.rows(), 2); + + block = build_table_block(projected_columns); + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + EXPECT_EQ(block.rows(), 1); + + block = build_table_block(projected_columns); + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + EXPECT_TRUE(eos); + EXPECT_EQ(block.rows(), 0); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, PushDownMinMaxFromNewParquetReader) { + const auto test_dir = std::filesystem::temp_directory_path() / "doris_table_reader_minmax_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_int_pair_parquet_file(file_path, {3, 1, 5, 2}, {30, 10, 50, 20}, + {"three", "one", "five", "two"}, 2); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + projected_columns.push_back(make_table_column(1, "score", std::make_shared())); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + .push_down_agg_type = TPushAggOp::type::MINMAX, + }) + .ok()); + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + ASSERT_EQ(block.rows(), 2); + const auto& id_column = assert_cast(expect_not_null_table_column(block, 0)); + const auto& score_column = + assert_cast(expect_not_null_table_column(block, 1)); + EXPECT_EQ(id_column.get_element(0), 1); + EXPECT_EQ(id_column.get_element(1), 5); + EXPECT_EQ(score_column.get_element(0), 10); + EXPECT_EQ(score_column.get_element(1), 50); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, PushDownMinMaxCastsFileValueToTableType) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_table_reader_minmax_cast_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_int_pair_parquet_file(file_path, {3, 1, 5, 2}, {30, 10, 50, 20}, + {"three", "one", "five", "two"}, 2); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + .push_down_agg_type = TPushAggOp::type::MINMAX, + }) + .ok()); + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + auto status = reader.get_block(&block, &eos); + ASSERT_TRUE(status.ok()) << status; + ASSERT_FALSE(eos); + ASSERT_EQ(block.rows(), 2); + const auto& id_column = assert_cast(expect_not_null_table_column(block, 0)); + EXPECT_EQ(id_column.get_element(0), 1); + EXPECT_EQ(id_column.get_element(1), 5); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, PushDownMinMaxFromProjectedStructLeaf) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_table_reader_minmax_struct_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_struct_parquet_file(file_path, {3, 1, 5, 2}, 2); + + const auto int_type = std::make_shared(); + auto id_child = make_table_column(0, "id", int_type); + auto struct_type = std::make_shared(DataTypes {int_type}, Strings {"id"}); + auto struct_column = make_table_column(100, "s", struct_type); + struct_column.children = {id_child}; + std::vector projected_columns = {struct_column}; + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + .push_down_agg_type = TPushAggOp::type::MINMAX, + }) + .ok()); + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + auto status = reader.get_block(&block, &eos); + ASSERT_TRUE(status.ok()) << status; + ASSERT_FALSE(eos); + ASSERT_EQ(block.rows(), 2); + const auto& struct_result = + assert_cast(expect_not_null_table_column(block, 0)); + ASSERT_EQ(struct_result.get_columns().size(), 1); + const auto& ids = assert_cast( + expect_not_null_nullable_nested_column(struct_result.get_column(0))); + EXPECT_EQ(ids.get_element(0), 1); + EXPECT_EQ(ids.get_element(1), 5); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, PushDownMinMaxFallsBackForProjectedListStructLeaf) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_table_reader_minmax_list_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_list_struct_parquet_file(file_path); + + const auto int_type = std::make_shared(); + const auto nullable_int_type = make_nullable(int_type); + auto element_type = std::make_shared( + DataTypes {nullable_int_type, nullable_int_type}, Strings {"a", "b"}); + auto nullable_element_type = make_nullable(element_type); + auto list_column = + make_table_column(100, "xs", std::make_shared(nullable_element_type)); + std::vector projected_columns = {list_column}; + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + .push_down_agg_type = TPushAggOp::type::MINMAX, + }) + .ok()); + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + auto status = reader.get_block(&block, &eos); + ASSERT_TRUE(status.ok()) << status; + ASSERT_FALSE(eos); + ASSERT_EQ(block.rows(), 3); + const auto& array_result = + assert_cast(expect_not_null_table_column(block, 0)); + EXPECT_EQ(array_result.get_offsets()[0], 2); + EXPECT_EQ(array_result.get_offsets()[1], 3); + EXPECT_EQ(array_result.get_offsets()[2], 4); + const auto& nullable_elements = assert_cast(array_result.get_data()); + for (const auto is_null : nullable_elements.get_null_map_data()) { + EXPECT_EQ(is_null, 0); + } + const auto& element_struct = + assert_cast(nullable_elements.get_nested_column()); + ASSERT_EQ(element_struct.get_columns().size(), 2); + const auto& a_values = assert_cast( + expect_not_null_nullable_nested_column(element_struct.get_column(0))); + EXPECT_EQ(a_values.get_element(0), 10); + EXPECT_EQ(a_values.get_element(1), 20); + EXPECT_EQ(a_values.get_element(2), 30); + EXPECT_EQ(a_values.get_element(3), 40); + const auto& b_values = assert_cast( + expect_not_null_nullable_nested_column(element_struct.get_column(1))); + EXPECT_EQ(b_values.get_element(0), 11); + EXPECT_EQ(b_values.get_element(1), 21); + EXPECT_EQ(b_values.get_element(2), 31); + EXPECT_EQ(b_values.get_element(3), 41); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, ProjectedListStructReadsSelectedElementChild) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_table_reader_list_projection_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_list_struct_parquet_file(file_path); + + const auto int_type = std::make_shared(); + auto a_child = make_table_column(0, "a", int_type); + auto element_type = std::make_shared(DataTypes {int_type}, Strings {"a"}); + auto nullable_element_type = make_nullable(element_type); + auto element_child = make_table_column(0, "element", nullable_element_type); + element_child.children = {a_child}; + auto list_column = + make_table_column(100, "xs", std::make_shared(nullable_element_type)); + list_column.children = {element_child}; + std::vector projected_columns = {list_column}; + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + ASSERT_EQ(block.rows(), 3); + const auto& array_result = + assert_cast(expect_not_null_table_column(block, 0)); + EXPECT_EQ(array_result.get_offsets()[0], 2); + EXPECT_EQ(array_result.get_offsets()[1], 3); + EXPECT_EQ(array_result.get_offsets()[2], 4); + const auto& nullable_elements = assert_cast(array_result.get_data()); + const auto& element_struct = + assert_cast(nullable_elements.get_nested_column()); + ASSERT_EQ(element_struct.get_columns().size(), 1); + const auto& a_values = assert_cast( + expect_not_null_nullable_nested_column(element_struct.get_column(0))); + EXPECT_EQ(a_values.get_element(0), 10); + EXPECT_EQ(a_values.get_element(1), 20); + EXPECT_EQ(a_values.get_element(2), 30); + EXPECT_EQ(a_values.get_element(3), 40); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, ProjectedListStructReordersRenamedAndMissingElementChildren) { + const auto test_dir = std::filesystem::temp_directory_path() / + "doris_table_reader_list_schema_evolution_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_list_struct_parquet_file(file_path); + + const auto int_type = std::make_shared(); + const auto nullable_int_type = make_nullable(int_type); + const auto string_type = std::make_shared(); + auto b_child = make_table_column(1, "renamed_b", nullable_int_type); + b_child.name_mapping = {"b"}; + auto missing_child = make_table_column(99, "missing_child", string_type); + auto a_child = make_table_column(0, "renamed_a", nullable_int_type); + a_child.name_mapping = {"a"}; + auto element_type = std::make_shared( + DataTypes {nullable_int_type, string_type, nullable_int_type}, + Strings {"renamed_b", "missing_child", "renamed_a"}); + auto nullable_element_type = make_nullable(element_type); + auto element_child = make_table_column(0, "element", nullable_element_type); + element_child.children = {b_child, missing_child, a_child}; + auto list_column = + make_table_column(100, "xs", std::make_shared(nullable_element_type)); + list_column.children = {element_child}; + std::vector projected_columns = {list_column}; + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + ASSERT_EQ(block.rows(), 3); + const auto& array_result = + assert_cast(expect_not_null_table_column(block, 0)); + EXPECT_EQ(array_result.get_offsets()[0], 2); + EXPECT_EQ(array_result.get_offsets()[1], 3); + EXPECT_EQ(array_result.get_offsets()[2], 4); + const auto& nullable_elements = assert_cast(array_result.get_data()); + const auto& element_struct = + assert_cast(nullable_elements.get_nested_column()); + ASSERT_EQ(element_struct.get_columns().size(), 3); + const auto& b_values = assert_cast( + expect_not_null_nullable_nested_column(element_struct.get_column(0))); + const auto& missing_values = element_struct.get_column(1); + const auto& a_values = assert_cast( + expect_not_null_nullable_nested_column(element_struct.get_column(2))); + EXPECT_EQ(b_values.get_element(0), 11); + EXPECT_EQ(b_values.get_element(1), 21); + EXPECT_EQ(b_values.get_element(2), 31); + EXPECT_EQ(b_values.get_element(3), 41); + expect_nullable_column_all_null(missing_values); + EXPECT_EQ(a_values.get_element(0), 10); + EXPECT_EQ(a_values.get_element(1), 20); + EXPECT_EQ(a_values.get_element(2), 30); + EXPECT_EQ(a_values.get_element(3), 40); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +// Scenario: when every projected array-element struct child is missing/default-only, the reader +// still receives a full element projection and can materialize the default child without crashing. +TEST(TableReaderTest, ProjectedListStructOnlyMissingElementChildFallsBackToFullElement) { + const auto test_dir = std::filesystem::temp_directory_path() / + "doris_table_reader_list_only_missing_child_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_list_struct_parquet_file(file_path); + + const auto string_type = std::make_shared(); + auto missing_child = make_table_column(99, "missing_child", string_type); + auto element_type = + std::make_shared(DataTypes {string_type}, Strings {"missing_child"}); + auto nullable_element_type = make_nullable(element_type); + auto element_child = make_table_column(0, "element", nullable_element_type); + element_child.children = {missing_child}; + auto list_column = + make_table_column(100, "xs", std::make_shared(nullable_element_type)); + list_column.children = {element_child}; + std::vector projected_columns = {list_column}; + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + ASSERT_EQ(block.rows(), 3); + const auto& array_result = + assert_cast(expect_not_null_table_column(block, 0)); + EXPECT_EQ(array_result.get_offsets()[0], 2); + EXPECT_EQ(array_result.get_offsets()[1], 3); + EXPECT_EQ(array_result.get_offsets()[2], 4); + const auto& nullable_elements = assert_cast(array_result.get_data()); + const auto& element_struct = + assert_cast(nullable_elements.get_nested_column()); + ASSERT_EQ(element_struct.get_columns().size(), 1); + expect_nullable_column_all_null(element_struct.get_column(0)); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, PushDownMinMaxFallsBackForProjectedMapValueStructLeaf) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_table_reader_minmax_map_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_map_struct_parquet_file(file_path); + + const auto key_type = std::make_shared(); + const auto string_type = std::make_shared(); + const auto nullable_string_type = make_nullable(string_type); + auto b_child = make_table_column(1, "b", nullable_string_type); + auto value_type = + std::make_shared(DataTypes {nullable_string_type}, Strings {"b"}); + auto nullable_value_type = make_nullable(value_type); + auto value_child = make_table_column(1, "value", nullable_value_type); + value_child.children = {b_child}; + auto map_column = make_table_column( + 100, "kv", std::make_shared(key_type, nullable_value_type)); + map_column.children = {value_child}; + std::vector projected_columns = {map_column}; + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + .push_down_agg_type = TPushAggOp::type::MINMAX, + }) + .ok()); + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + ASSERT_EQ(block.rows(), 3); + const auto& map_result = assert_cast(expect_not_null_table_column(block, 0)); + EXPECT_EQ(map_result.get_offsets()[0], 2); + EXPECT_EQ(map_result.get_offsets()[1], 3); + EXPECT_EQ(map_result.get_offsets()[2], 3); + const auto& keys = assert_cast( + expect_not_null_nullable_nested_column(map_result.get_keys())); + EXPECT_EQ(keys.get_element(0), 1); + EXPECT_EQ(keys.get_element(1), 2); + EXPECT_EQ(keys.get_element(2), 3); + const auto& nullable_values = assert_cast(map_result.get_values()); + for (const auto is_null : nullable_values.get_null_map_data()) { + EXPECT_EQ(is_null, 0); + } + const auto& value_struct = + assert_cast(nullable_values.get_nested_column()); + ASSERT_EQ(value_struct.get_columns().size(), 1); + const auto& b_values = assert_cast( + expect_not_null_nullable_nested_column(value_struct.get_column(0))); + EXPECT_EQ(b_values.get_data_at(0).to_string(), "ma"); + EXPECT_EQ(b_values.get_data_at(1).to_string(), "mb"); + EXPECT_EQ(b_values.get_data_at(2).to_string(), "mc"); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, ProjectedMapValueStructReordersRenamedAndMissingChildren) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_table_reader_map_schema_evolution_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_map_struct_parquet_file(file_path); + + const auto key_type = std::make_shared(); + const auto int_type = std::make_shared(); + const auto nullable_int_type = make_nullable(int_type); + const auto string_type = std::make_shared(); + const auto nullable_string_type = make_nullable(string_type); + auto b_child = make_table_column(1, "renamed_b", nullable_string_type); + b_child.name_mapping = {"b"}; + auto missing_child = make_table_column(99, "missing_child", string_type); + auto a_child = make_table_column(0, "renamed_a", nullable_int_type); + a_child.name_mapping = {"a"}; + auto value_type = std::make_shared( + DataTypes {nullable_string_type, string_type, nullable_int_type}, + Strings {"renamed_b", "missing_child", "renamed_a"}); + auto nullable_value_type = make_nullable(value_type); + auto value_child = make_table_column(1, "value", nullable_value_type); + value_child.children = {b_child, missing_child, a_child}; + auto map_column = make_table_column( + 100, "kv", std::make_shared(key_type, nullable_value_type)); + map_column.children = {value_child}; + std::vector projected_columns = {map_column}; + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + ASSERT_EQ(block.rows(), 3); + const auto& map_result = assert_cast(expect_not_null_table_column(block, 0)); + EXPECT_EQ(map_result.get_offsets()[0], 2); + EXPECT_EQ(map_result.get_offsets()[1], 3); + EXPECT_EQ(map_result.get_offsets()[2], 3); + const auto& keys = assert_cast( + expect_not_null_nullable_nested_column(map_result.get_keys())); + EXPECT_EQ(keys.get_element(0), 1); + EXPECT_EQ(keys.get_element(1), 2); + EXPECT_EQ(keys.get_element(2), 3); + const auto& nullable_values = assert_cast(map_result.get_values()); + const auto& value_struct = + assert_cast(nullable_values.get_nested_column()); + ASSERT_EQ(value_struct.get_columns().size(), 3); + const auto& b_values = assert_cast( + expect_not_null_nullable_nested_column(value_struct.get_column(0))); + const auto& missing_values = value_struct.get_column(1); + const auto& a_values = assert_cast( + expect_not_null_nullable_nested_column(value_struct.get_column(2))); + EXPECT_EQ(b_values.get_data_at(0).to_string(), "ma"); + EXPECT_EQ(b_values.get_data_at(1).to_string(), "mb"); + EXPECT_EQ(b_values.get_data_at(2).to_string(), "mc"); + expect_nullable_column_all_null(missing_values); + EXPECT_EQ(a_values.get_element(0), 10); + EXPECT_EQ(a_values.get_element(1), 20); + EXPECT_EQ(a_values.get_element(2), 30); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, MaterializeMapKeyStructReordersRenamedChildren) { + const auto int_type = std::make_shared(); + const auto string_type = std::make_shared(); + const auto file_key_type = + std::make_shared(DataTypes {int_type, string_type}, Strings {"a", "b"}); + const auto table_key_type = std::make_shared( + DataTypes {string_type, int_type}, Strings {"renamed_b", "renamed_a"}); + const auto file_map_type = std::make_shared(file_key_type, int_type); + const auto table_map_type = std::make_shared(table_key_type, int_type); + + ColumnMapping a_mapping; + a_mapping.table_column_name = "renamed_a"; + a_mapping.file_column_name = "a"; + a_mapping.file_local_id = 0; + a_mapping.table_type = int_type; + a_mapping.file_type = int_type; + a_mapping.is_trivial = true; + + ColumnMapping b_mapping; + b_mapping.table_column_name = "renamed_b"; + b_mapping.file_column_name = "b"; + b_mapping.file_local_id = 1; + b_mapping.table_type = string_type; + b_mapping.file_type = string_type; + b_mapping.is_trivial = true; + + ColumnMapping key_mapping; + key_mapping.table_column_name = "key"; + key_mapping.file_column_name = "key"; + key_mapping.file_local_id = 0; + key_mapping.table_type = table_key_type; + key_mapping.file_type = file_key_type; + key_mapping.is_trivial = false; + key_mapping.child_mappings = {b_mapping, a_mapping}; + + ColumnMapping value_mapping; + value_mapping.table_column_name = "value"; + value_mapping.file_column_name = "value"; + value_mapping.file_local_id = 1; + value_mapping.table_type = int_type; + value_mapping.file_type = int_type; + value_mapping.is_trivial = true; + + ColumnMapping map_mapping; + map_mapping.table_column_name = "kv"; + map_mapping.file_column_name = "kv"; + map_mapping.table_type = table_map_type; + map_mapping.file_type = file_map_type; + map_mapping.is_trivial = false; + map_mapping.child_mappings = {key_mapping, value_mapping}; + + auto a_keys = ColumnInt32::create(); + a_keys->insert_value(10); + a_keys->insert_value(20); + a_keys->insert_value(30); + auto b_keys = ColumnString::create(); + b_keys->insert_value("x"); + b_keys->insert_value("y"); + b_keys->insert_value("z"); + MutableColumns key_children; + key_children.push_back(std::move(a_keys)); + key_children.push_back(std::move(b_keys)); + auto key_column = ColumnStruct::create(std::move(key_children)); + + auto value_column = ColumnInt32::create(); + value_column->insert_value(100); + value_column->insert_value(200); + value_column->insert_value(300); + auto offsets_column = ColumnArray::ColumnOffsets::create(); + offsets_column->insert_value(2); + offsets_column->insert_value(3); + ColumnPtr file_column = ColumnMap::create(std::move(key_column), std::move(value_column), + std::move(offsets_column)); + + TableReaderMaterializeTestHelper reader; + ColumnPtr result_column; + ASSERT_TRUE(reader._materialize_map_mapping_column(map_mapping, file_column, 2, &result_column) + .ok()); + + const auto& result_map = assert_cast(*result_column); + EXPECT_EQ(result_map.get_offsets()[0], 2); + EXPECT_EQ(result_map.get_offsets()[1], 3); + const auto& result_key = assert_cast(result_map.get_keys()); + ASSERT_EQ(result_key.get_columns().size(), 2); + const auto& b_result = assert_cast(result_key.get_column(0)); + const auto& a_result = assert_cast(result_key.get_column(1)); + EXPECT_EQ(b_result.get_data_at(0).to_string(), "x"); + EXPECT_EQ(b_result.get_data_at(1).to_string(), "y"); + EXPECT_EQ(b_result.get_data_at(2).to_string(), "z"); + EXPECT_EQ(a_result.get_element(0), 10); + EXPECT_EQ(a_result.get_element(1), 20); + EXPECT_EQ(a_result.get_element(2), 30); + + const auto& result_value = assert_cast(result_map.get_values()); + EXPECT_EQ(result_value.get_element(0), 100); + EXPECT_EQ(result_value.get_element(1), 200); + EXPECT_EQ(result_value.get_element(2), 300); +} + +// Scenario: map value struct materialization follows DataTypeStruct field order even when +// ColumnMapping children arrive in a different order from projected ColumnDefinition children. +TEST(TableReaderTest, MaterializeMapValueStructUsesTableTypeOrder) { + const auto key_type = std::make_shared(); + const auto string_type = std::make_shared(); + const auto file_value_type = std::make_shared( + DataTypes {string_type, string_type}, Strings {"full_name", "gender"}); + const auto table_value_type = std::make_shared( + DataTypes {string_type, string_type}, Strings {"full_name", "gender"}); + const auto file_map_type = std::make_shared(key_type, file_value_type); + const auto table_map_type = std::make_shared(key_type, table_value_type); + + ColumnMapping full_name_mapping; + full_name_mapping.table_column_name = "full_name"; + full_name_mapping.file_column_name = "full_name"; + full_name_mapping.file_local_id = 0; + full_name_mapping.table_type = string_type; + full_name_mapping.file_type = string_type; + full_name_mapping.is_trivial = true; + + ColumnMapping gender_mapping; + gender_mapping.table_column_name = "gender"; + gender_mapping.file_column_name = "gender"; + gender_mapping.file_local_id = 1; + gender_mapping.table_type = string_type; + gender_mapping.file_type = string_type; + gender_mapping.is_trivial = true; + + ColumnMapping value_mapping; + value_mapping.table_column_name = "value"; + value_mapping.file_column_name = "value"; + value_mapping.file_local_id = 1; + value_mapping.table_type = table_value_type; + value_mapping.file_type = file_value_type; + value_mapping.is_trivial = false; + value_mapping.child_mappings = {gender_mapping, full_name_mapping}; + + ColumnMapping key_mapping; + key_mapping.table_column_name = "key"; + key_mapping.file_column_name = "key"; + key_mapping.file_local_id = 0; + key_mapping.table_type = key_type; + key_mapping.file_type = key_type; + key_mapping.is_trivial = true; + + ColumnMapping map_mapping; + map_mapping.table_column_name = "new_map_column"; + map_mapping.file_column_name = "new_map_column"; + map_mapping.table_type = table_map_type; + map_mapping.file_type = file_map_type; + map_mapping.is_trivial = false; + map_mapping.child_mappings = {key_mapping, value_mapping}; + + auto key_column = ColumnString::create(); + key_column->insert_value("person10"); + key_column->insert_value("person20"); + + auto full_name_column = ColumnString::create(); + full_name_column->insert_value("Jack"); + full_name_column->insert_value("James Lee"); + auto gender_column = ColumnString::create(); + gender_column->insert_value("Male"); + gender_column->insert_value("Male"); + MutableColumns value_children; + value_children.push_back(std::move(full_name_column)); + value_children.push_back(std::move(gender_column)); + auto value_column = ColumnStruct::create(std::move(value_children)); + + auto offsets_column = ColumnArray::ColumnOffsets::create(); + offsets_column->insert_value(1); + offsets_column->insert_value(2); + ColumnPtr file_column = ColumnMap::create(std::move(key_column), std::move(value_column), + std::move(offsets_column)); + + TableReaderMaterializeTestHelper reader; + ColumnPtr result_column; + ASSERT_TRUE(reader._materialize_map_mapping_column(map_mapping, file_column, 2, &result_column) + .ok()); + + const auto& result_map = assert_cast(*result_column); + const auto& result_value = assert_cast(result_map.get_values()); + ASSERT_EQ(result_value.get_columns().size(), 2); + const auto& full_name_result = assert_cast(result_value.get_column(0)); + const auto& gender_result = assert_cast(result_value.get_column(1)); + EXPECT_EQ(full_name_result.get_data_at(0).to_string(), "Jack"); + EXPECT_EQ(full_name_result.get_data_at(1).to_string(), "James Lee"); + EXPECT_EQ(gender_result.get_data_at(0).to_string(), "Male"); + EXPECT_EQ(gender_result.get_data_at(1).to_string(), "Male"); +} + +TEST(TableReaderTest, PushDownMinMaxOnlyUsesSelectedRowGroupInFileRange) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_table_reader_minmax_range_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_int_pair_parquet_file(file_path, {10, 1, 100}, {100, 10, 1000}, {"ten", "one", "hundred"}, + 1); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + .push_down_agg_type = TPushAggOp::type::MINMAX, + }) + .ok()); + ASSERT_TRUE(reader.prepare_split(build_split_options_for_row_group_mid(file_path, 1)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + ASSERT_EQ(block.rows(), 2); + const auto& id_column = assert_cast(expect_not_null_table_column(block, 0)); + EXPECT_EQ(id_column.get_element(0), 1); + EXPECT_EQ(id_column.get_element(1), 1); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, PushDownCountOnlyUsesSelectedRowGroupInFileRange) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_table_reader_count_range_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_int_pair_parquet_file(file_path, {1, 2, 3}, {10, 20, 30}, {"one", "two", "three"}, 1); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + .push_down_agg_type = TPushAggOp::type::COUNT, + }) + .ok()); + ASSERT_TRUE(reader.prepare_split(build_split_options_for_row_group_mid(file_path, 2)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + ASSERT_EQ(block.rows(), 1); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, PushDownCountFallsBackWithTableConjunct) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_table_reader_count_conjunct_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_int_pair_parquet_file(file_path, {1, 2, 3}, {10, 20, 30}, {"one", "two", "three"}); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {prepared_conjunct( + &state, table_int32_greater_than_expr(0, 0, 2))}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + .push_down_agg_type = TPushAggOp::type::COUNT, + }) + .ok()); + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + ASSERT_EQ(block.rows(), 1); + const auto& id_column = assert_cast(expect_not_null_table_column(block, 0)); + EXPECT_EQ(id_column.get_element(0), 3); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, PushDownCountFallsBackWithColumnPredicate) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_table_reader_count_predicate_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_int_pair_parquet_file(file_path, {1, 2, 3}, {10, 20, 30}, {"one", "two", "three"}, 1); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + TableColumnPredicates column_predicates; + add_column_predicate(&column_predicates, GlobalIndex(0), + create_comparison_predicate( + 0, "id", make_nullable(std::make_shared()), + Field::create_field(2), false)); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = std::move(column_predicates), + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + .push_down_agg_type = TPushAggOp::type::COUNT, + }) + .ok()); + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + ASSERT_EQ(block.rows(), 1); + const auto& id_column = assert_cast(expect_not_null_table_column(block, 0)); + EXPECT_EQ(id_column.get_element(0), 3); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, PushDownMinMaxFallsBackWithoutDirectFileMapping) { + const auto test_dir = std::filesystem::temp_directory_path() / + "doris_table_reader_minmax_missing_mapping_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_parquet_file(file_path, 1, "one"); + + std::vector projected_columns; + projected_columns.push_back( + make_table_column(99, "missing_id", std::make_shared())); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + .push_down_agg_type = TPushAggOp::type::MINMAX, + }) + .ok()); + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + ASSERT_EQ(block.rows(), 1); + expect_nullable_column_all_null(*block.get_by_position(0).column); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, OpenReaderBuildsTableFiltersFromConjuncts) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_table_reader_conjunct_filter_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_parquet_file(file_path, 3, "three"); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(1, "value", std::make_shared())); + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {prepared_conjunct( + &state, table_int32_greater_than_expr(1, 1, 2))}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + // open_reader() should convert the table-level conjunct on projected column id 1 into + // _table_filters before ColumnMapper creates the FileScanRequest. ColumnMapper then rewrites + // the conjunct's slot ref from table column id 1 to the file-local block position used by + // ParquetReader. The projection order intentionally puts value before id, so the id filter + // column is not at position 0 in the file block. + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + const auto& id_column = assert_cast(expect_not_null_table_column(block, 1)); + ASSERT_EQ(id_column.size(), 1); + EXPECT_EQ(id_column.get_element(0), 3); + + ASSERT_TRUE(reader.close().ok()); + + TableReader filtered_reader; + ASSERT_TRUE(filtered_reader + .init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {prepared_conjunct( + &state, table_int32_greater_than_expr(1, 1, 4))}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + ASSERT_TRUE(filtered_reader.prepare_split(build_split_options(file_path)).ok()); + + block = build_table_block(projected_columns); + eos = false; + ASSERT_TRUE(filtered_reader.get_block(&block, &eos).ok()); + EXPECT_TRUE(eos); + EXPECT_EQ(block.get_by_position(1).column->size(), 0); + + ASSERT_TRUE(filtered_reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, OpenReaderBuildsColumnPredicateFilters) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_table_reader_column_predicate_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + // ColumnPredicate is only used for row-group/statistics pruning. Keep one row per row + // group so the predicate can prune the first two row groups and leave only id = 3. + write_int_pair_parquet_file(file_path, {1, 2, 3}, {1, 5, 8}, {"one", "two", "three"}, 1); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(2, "value", std::make_shared())); + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + TableColumnPredicates column_predicates; + add_column_predicate(&column_predicates, GlobalIndex(1), + create_comparison_predicate( + 0, "id", make_nullable(std::make_shared()), + Field::create_field(2), false)); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = std::move(column_predicates), + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + + const auto& value_column = + assert_cast(expect_not_null_table_column(block, 0)); + const auto& id_column = assert_cast(expect_not_null_table_column(block, 1)); + ASSERT_EQ(id_column.size(), 1); + ASSERT_EQ(value_column.size(), 1); + EXPECT_EQ(id_column.get_element(0), 3); + EXPECT_EQ(value_column.get_data_at(0).to_string(), "three"); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, ColumnPredicateSurvivesReopenSplit) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_table_reader_predicate_reopen_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const std::vector file_paths = { + (test_dir / "split_1.parquet").string(), + (test_dir / "split_2.parquet").string(), + }; + write_int_pair_parquet_file(file_paths[0], {1, 3}, {10, 30}, {"one", "three"}, 1); + write_int_pair_parquet_file(file_paths[1], {2, 4}, {20, 40}, {"two", "four"}, 1); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + + TableColumnPredicates column_predicates; + add_column_predicate(&column_predicates, GlobalIndex(0), + create_comparison_predicate( + 0, "id", make_nullable(std::make_shared()), + Field::create_field(2), false)); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = std::move(column_predicates), + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + std::vector ids; + for (const auto& file_path : file_paths) { + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + const auto& id_column = + assert_cast(expect_not_null_table_column(block, 0)); + ASSERT_EQ(id_column.size(), 1); + ids.push_back(id_column.get_element(0)); + + ASSERT_TRUE(reader.close().ok()); + } + + EXPECT_EQ(ids, std::vector({3, 4})); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, CreateScanRequestDeduplicatesSharedPredicateColumns) { + const auto int_type = std::make_shared(); + const std::vector projected_columns = { + make_table_column(0, "a", int_type), + make_table_column(1, "b", int_type), + make_table_column(2, "c", int_type), + make_table_column(3, "value", std::make_shared()), + }; + const std::vector file_schema = { + make_file_column(0, "a", int_type), + make_file_column(1, "b", int_type), + make_file_column(2, "c", int_type), + make_file_column(3, "value", std::make_shared()), + }; + + TableColumnMapper mapper; + ASSERT_TRUE(mapper.create_mapping(projected_columns, {}, file_schema).ok()); + + std::vector table_filters; + table_filters.push_back({ + // This test only needs the referenced global indices to drive predicate-column + // placement. Keep the conjunct empty so the assertion focuses on scan-column + // de-duplication rather than expression rewrite/prepare behavior. + .conjunct = nullptr, + .global_indices = {GlobalIndex(0), GlobalIndex(1)}, + }); + table_filters.push_back({ + .conjunct = nullptr, + .global_indices = {GlobalIndex(0), GlobalIndex(2)}, + }); + + FileScanRequest file_request; + ASSERT_TRUE( + mapper.create_scan_request(table_filters, {}, projected_columns, &file_request).ok()); + + // Both filters reference column a. It must still be read once as a predicate column, and a + // predicate column must not be repeated as a non-predicate column. + EXPECT_EQ(projection_ids(file_request.predicate_columns), std::vector({0, 1, 2})); + EXPECT_EQ(projection_ids(file_request.non_predicate_columns), std::vector({3})); + ASSERT_EQ(file_request.local_positions.size(), 4); + EXPECT_EQ(file_request.local_positions.at(LocalColumnId(3)).value(), 0); + EXPECT_EQ(file_request.local_positions.at(LocalColumnId(0)).value(), 1); + EXPECT_EQ(file_request.local_positions.at(LocalColumnId(1)).value(), 2); + EXPECT_EQ(file_request.local_positions.at(LocalColumnId(2)).value(), 3); + const auto predicate_column_ids = projection_ids(file_request.predicate_columns); + const auto non_predicate_column_ids = projection_ids(file_request.non_predicate_columns); + for (const auto predicate_column_id : predicate_column_ids) { + EXPECT_TRUE(std::find(non_predicate_column_ids.begin(), non_predicate_column_ids.end(), + predicate_column_id) == non_predicate_column_ids.end()); + } +} + +TEST(TableReaderTest, CreateScanRequestPromotesProjectedColumnToPredicateColumn) { + const auto int_type = std::make_shared(); + const std::vector projected_columns = { + make_table_column(0, "id", int_type), + make_table_column(1, "score", int_type), + }; + const std::vector file_schema = { + make_file_column(0, "id", int_type), + make_file_column(1, "score", int_type), + }; + + TableColumnMapper mapper; + ASSERT_TRUE(mapper.create_mapping(projected_columns, {}, file_schema).ok()); + + TableFilter table_filter { + .conjunct = VExprContext::create_shared(table_int32_greater_than_expr(0, 0, 1)), + .global_indices = {GlobalIndex(0)}, + }; + + FileScanRequest file_request; + ASSERT_TRUE( + mapper.create_scan_request({table_filter}, {}, projected_columns, &file_request).ok()); + + EXPECT_EQ(projection_ids(file_request.predicate_columns), std::vector({0})); + EXPECT_EQ(projection_ids(file_request.non_predicate_columns), std::vector({1})); + ASSERT_EQ(file_request.local_positions.size(), 2); + EXPECT_EQ(file_request.local_positions.at(LocalColumnId(0)).value(), 1); + EXPECT_EQ(file_request.local_positions.at(LocalColumnId(1)).value(), 0); +} + +TEST(TableReaderTest, CreateScanRequestUsesColumnNameForByNamePredicateMapping) { + const auto int_type = std::make_shared(); + std::vector projected_columns = { + make_table_column(10, "id", int_type), + make_table_column(11, "score", int_type), + }; + const std::vector file_schema = { + make_file_column(0, "ID", int_type), + make_file_column(1, "score", int_type), + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + set_name_identifiers(&projected_columns); + ASSERT_TRUE(mapper.create_mapping(projected_columns, {}, file_schema).ok()); + + TableFilter table_filter { + .conjunct = VExprContext::create_shared(table_int32_greater_than_expr(0, 0, 1)), + .global_indices = {GlobalIndex(0)}, + }; + + FileScanRequest file_request; + ASSERT_TRUE( + mapper.create_scan_request({table_filter}, {}, projected_columns, &file_request).ok()); + + EXPECT_EQ(projection_ids(file_request.predicate_columns), std::vector({0})); + EXPECT_EQ(projection_ids(file_request.non_predicate_columns), std::vector({1})); + ASSERT_EQ(file_request.conjuncts.size(), 1); + const auto* localized_slot = + assert_cast(file_request.conjuncts[0]->root()->children()[0].get()); + EXPECT_EQ(localized_slot->slot_id(), 0); + EXPECT_EQ(localized_slot->column_id(), 1); +} + +TEST(TableReaderTest, ColumnPredicateFilterUsesColumnNameForByNameMapping) { + const auto int_type = std::make_shared(); + std::vector projected_columns = { + make_table_column(10, "id", int_type), + make_table_column(11, "score", int_type), + }; + const std::vector file_schema = { + make_file_column(0, "ID", int_type), + make_file_column(1, "score", int_type), + }; + + TableColumnMapper mapper({.mode = TableColumnMappingMode::BY_NAME}); + set_name_identifiers(&projected_columns); + ASSERT_TRUE(mapper.create_mapping(projected_columns, {}, file_schema).ok()); + + TableColumnPredicates column_predicates; + add_column_predicate( + &column_predicates, GlobalIndex(0), + create_comparison_predicate( + 10, "id", make_nullable(int_type), Field::create_field(2), false)); + + FileScanRequest file_request; + ASSERT_TRUE(mapper.create_scan_request({}, column_predicates, projected_columns, &file_request) + .ok()); + + ASSERT_EQ(file_request.column_predicate_filters.size(), 1); + EXPECT_EQ(file_request.column_predicate_filters[0].file_column_id.value(), 0); + EXPECT_EQ(projection_ids(file_request.non_predicate_columns), std::vector({0, 1})); + EXPECT_TRUE(file_request.predicate_columns.empty()); +} + +TEST(TableReaderTest, OpenReaderPushesMultiColumnConjunctToParquetReader) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_table_reader_multi_conjunct_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_int_pair_parquet_file(file_path, {1, 2, 3}, {1, 5, 8}, {"one", "two", "three"}); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(2, "value", std::make_shared())); + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + projected_columns.push_back(make_table_column(1, "score", std::make_shared())); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE( + reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {prepared_conjunct( + &state, table_int32_sum_greater_than_expr(1, 1, 2, 2, 8))}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + // The conjunct references both id and score, so ColumnMapper must put both file columns into + // predicate_columns and rewrite both slot refs to ParquetReader's file-local block positions. + // ParquetReader then evaluates the expression after all predicate columns have been read. + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + + const auto& value_column = + assert_cast(expect_not_null_table_column(block, 0)); + const auto& id_column = assert_cast(expect_not_null_table_column(block, 1)); + const auto& score_column = + assert_cast(expect_not_null_table_column(block, 2)); + ASSERT_EQ(id_column.size(), 1); + ASSERT_EQ(score_column.size(), 1); + ASSERT_EQ(value_column.size(), 1); + EXPECT_EQ(id_column.get_element(0), 3); + EXPECT_EQ(score_column.get_element(0), 8); + EXPECT_EQ(value_column.get_data_at(0).to_string(), "three"); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, ProjectedColumnsFillDefaultForParquetSchemaMismatch) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_table_reader_schema_mismatch_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_parquet_file(file_path, 1, "one"); + + std::vector projected_columns; + projected_columns.push_back( + make_table_column(99, "missing_value", std::make_shared())); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + // The table projection asks for field id 99, but the ParquetReader exposes only file-local + // fields 0 and 1. Missing columns are allowed by the current mapper options, so TableReader + // should still use the Parquet row count and fill a default column in table schema. + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + EXPECT_EQ(block.get_by_position(0).column->size(), 1); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, DefaultExprResultMatchesNullableTableType) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_table_reader_nullable_default_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_parquet_file(file_path, 1, "one"); + + const auto int_type = std::make_shared(); + auto missing_column = make_table_column(99, "c_new", make_nullable(int_type)); + missing_column.default_expr = VExprContext::create_shared( + VLiteral::create_shared(int_type, Field::create_field(42))); + std::vector projected_columns; + projected_columns.push_back(std::move(missing_column)); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + auto status = reader.get_block(&block, &eos); + ASSERT_TRUE(status.ok()) << status.to_string(); + ASSERT_FALSE(eos); + + const auto& result = block.get_by_position(0); + ASSERT_TRUE(result.check_type_and_column_match().ok()); + EXPECT_TRUE(result.type->is_nullable()); + ASSERT_TRUE(result.column->is_nullable()); + const auto& nullable_column = assert_cast(*result.column); + ASSERT_EQ(nullable_column.size(), 1); + EXPECT_EQ(nullable_column.get_null_map_data()[0], 0); + const auto& values = assert_cast(nullable_column.get_nested_column()); + EXPECT_EQ(values.get_element(0), 42); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, DefaultExprAlignsNestedNullableArrayTableType) { + const auto test_dir = std::filesystem::temp_directory_path() / + "doris_table_reader_nested_nullable_array_default_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_parquet_file(file_path, 1, "one"); + + const auto bigint_type = std::make_shared(); + const auto array_type = std::make_shared(make_nullable(bigint_type)); + const auto table_type = make_nullable(array_type); + auto missing_column = make_table_column(99, "single_element_groups", table_type); + missing_column.default_expr = VExprContext::create_shared( + std::make_shared(table_type)); + std::vector projected_columns; + projected_columns.push_back(std::move(missing_column)); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + auto status = reader.get_block(&block, &eos); + ASSERT_TRUE(status.ok()) << status.to_string(); + ASSERT_FALSE(eos); + + const auto& result = block.get_by_position(0); + ASSERT_TRUE(result.check_type_and_column_match().ok()); + ASSERT_TRUE(result.column->is_nullable()); + const auto& nullable_column = assert_cast(*result.column); + ASSERT_EQ(nullable_column.size(), 1); + EXPECT_EQ(nullable_column.get_null_map_data()[0], 0); + + const auto& array_column = assert_cast(nullable_column.get_nested_column()); + ASSERT_EQ(array_column.size(), 1); + EXPECT_EQ(array_column.get_offsets()[0], 1); + ASSERT_TRUE(array_column.get_data().is_nullable()); + const auto& nested_nullable = assert_cast(array_column.get_data()); + ASSERT_EQ(nested_nullable.size(), 1); + EXPECT_EQ(nested_nullable.get_null_map_data()[0], 0); + const auto& values = assert_cast(nested_nullable.get_nested_column()); + EXPECT_EQ(values.get_element(0), 7); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, ProjectedColumnsFillMissingParquetColumnWithDefault) { + const auto test_dir = std::filesystem::temp_directory_path() / + "doris_table_reader_schema_mismatch_reject_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_parquet_file(file_path, 1, "one"); + + std::vector projected_columns; + projected_columns.push_back( + make_table_column(99, "missing_value", std::make_shared())); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + const auto status = reader.get_block(&block, &eos); + ASSERT_TRUE(status.ok()) << status.to_string(); + ASSERT_FALSE(eos); + + const auto& result = block.get_by_position(0); + ASSERT_TRUE(result.check_type_and_column_match().ok()); + // A missing scalar column without an explicit default is materialized as a default-value + // column. It may stay constant, so verify through the IColumn interface instead of assuming a + // concrete ColumnString instance. + ASSERT_EQ(result.column->size(), 1); + EXPECT_EQ(result.column->get_data_at(0).to_string(), ""); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, ProjectedStructFillsMissingChildWithDefault) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_table_reader_struct_missing_child_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_struct_parquet_file(file_path, 7); + + const auto int_type = std::make_shared(); + const auto string_type = std::make_shared(); + auto id_child = make_table_column(0, "id", int_type); + auto missing_child = make_table_column(99, "missing_child", string_type); + auto struct_type = std::make_shared(DataTypes {int_type, string_type}, + Strings {"id", "missing_child"}); + auto struct_column = make_table_column(100, "s", struct_type); + struct_column.children = {id_child, missing_child}; + std::vector projected_columns = {struct_column}; + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + + const auto& struct_result = + assert_cast(expect_not_null_table_column(block, 0)); + ASSERT_EQ(struct_result.get_columns().size(), 2); + const auto& ids = assert_cast( + expect_not_null_nullable_nested_column(struct_result.get_column(0))); + ASSERT_EQ(struct_result.size(), 1); + EXPECT_EQ(ids.get_element(0), 7); + expect_nullable_column_all_null(struct_result.get_column(1)); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, ReusedBlockClearsProjectedStructWithNullableChild) { + const auto test_dir = std::filesystem::temp_directory_path() / + "doris_table_reader_struct_nullable_child_reuse_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_struct_with_nullable_child_parquet_file(file_path); + + const auto int_type = std::make_shared(); + const auto string_type = std::make_shared(); + const auto nullable_string_type = make_nullable(string_type); + auto id_child = make_table_column(0, "id", int_type); + auto note_child = make_table_column(1, "note", nullable_string_type); + auto missing_child = make_table_column(99, "missing_child", string_type); + auto struct_type = std::make_shared( + DataTypes {int_type, nullable_string_type, string_type}, + Strings {"id", "note", "missing_child"}); + auto struct_column = make_table_column(100, "s", struct_type); + struct_column.children = {id_child, note_child, missing_child}; + std::vector projected_columns = {struct_column}; + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + ASSERT_EQ(block.rows(), 2); + const auto& struct_result = + assert_cast(expect_not_null_table_column(block, 0)); + const auto& notes = assert_cast(struct_result.get_column(1)); + EXPECT_FALSE(notes.is_null_at(0)); + EXPECT_TRUE(notes.is_null_at(1)); + + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + EXPECT_TRUE(eos); + EXPECT_EQ(block.rows(), 0); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, ProjectedPartitionColumnUsesSplitPartitionValue) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_table_reader_partition_value_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_parquet_file(file_path, 1, "one"); + + std::vector projected_columns; + auto partition_column = make_table_column(1, "value", std::make_shared()); + partition_column.is_partition_key = true; + projected_columns.push_back(std::move(partition_column)); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + auto split_options = build_split_options(file_path); + split_options.partition_values.emplace("value", Field::create_field("p1")); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + // The file has a physical column with the same id/name. The split partition value should still + // take precedence and be materialized by TableReader. + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + + const auto partition_value = block.get_by_position(0).column->convert_to_full_column_if_const(); + const auto& partition_value_data = assert_cast( + expect_not_null_nullable_nested_column(*partition_value)); + ASSERT_EQ(partition_value_data.size(), 1); + EXPECT_EQ(partition_value_data.get_data_at(0).to_string(), "p1"); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, ConstantPartitionFilterSkipsSplitWhenFalse) { + const auto test_dir = std::filesystem::temp_directory_path() / + "doris_table_reader_constant_partition_filter_skip_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_parquet_file(file_path, 1, "one"); + + std::vector projected_columns; + auto partition_column = make_table_column(0, "part", std::make_shared()); + partition_column.is_partition_key = true; + projected_columns.push_back(std::move(partition_column)); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {prepared_conjunct( + &state, table_int32_greater_than_expr(0, 0, 10))}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + auto split_options = build_split_options(file_path); + split_options.partition_values.emplace("part", Field::create_field(7)); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + EXPECT_TRUE(eos); + EXPECT_EQ(block.get_by_position(0).column->size(), 0); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, ConstantPartitionFilterKeepsSplitWhenTrue) { + const auto test_dir = std::filesystem::temp_directory_path() / + "doris_table_reader_constant_partition_filter_keep_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_parquet_file(file_path, 1, "one"); + + std::vector projected_columns; + auto partition_column = make_table_column(0, "part", std::make_shared()); + partition_column.is_partition_key = true; + projected_columns.push_back(std::move(partition_column)); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {prepared_conjunct( + &state, table_int32_greater_than_expr(0, 0, 1))}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + auto split_options = build_split_options(file_path); + split_options.partition_values.emplace("part", Field::create_field(7)); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + + expect_int32_column_values(*block.get_by_position(0).column, {7}); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, RuntimeFilterOnConstantPartitionIsNotPreExecuted) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_table_reader_constant_runtime_filter"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_parquet_file(file_path, 1, "one"); + + std::vector projected_columns; + auto partition_column = make_table_column(0, "part", std::make_shared()); + partition_column.is_partition_key = true; + projected_columns.push_back(std::move(partition_column)); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE( + reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {prepared_conjunct( + &state, runtime_filter_wrapper_expr( + table_int32_greater_than_expr(0, 0, 1)))}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + auto split_options = build_split_options(file_path); + split_options.partition_values.emplace("part", Field::create_field(7)); + ASSERT_TRUE(reader.prepare_split(split_options).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + const auto status = reader.get_block(&block, &eos); + ASSERT_TRUE(status.ok()) << status.to_string(); + ASSERT_FALSE(eos); + expect_int32_column_values(*block.get_by_position(0).column, {7}); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, ParquetReaderReadsOnlyRowGroupsInFileRange) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_table_reader_file_range_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_int_pair_parquet_file(file_path, {1, 2, 3}, {10, 20, 30}, + {"range_group_one", "range_group_two", "range_group_three"}, 1); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + projected_columns.push_back(make_table_column(2, "value", std::make_shared())); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + ASSERT_TRUE(reader.prepare_split(build_split_options_for_row_group_mid(file_path, 1)).ok()); + + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + + const auto& id_column = assert_cast(expect_not_null_table_column(block, 0)); + const auto& value_column = + assert_cast(expect_not_null_table_column(block, 1)); + ASSERT_EQ(block.rows(), 1); + EXPECT_EQ(id_column.get_element(0), 2); + EXPECT_EQ(value_column.get_data_at(0).to_string(), "range_group_two"); + + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + EXPECT_TRUE(eos); + EXPECT_EQ(block.rows(), 0); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, ProjectedColumnsUseMapperExpressionForSameNameDifferentIdParquetSchema) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_table_reader_same_name_diff_id_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_parquet_file(file_path, 1, "one"); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(99, "id", std::make_shared())); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + // The table column has the same name as the Parquet field, but a different field id. + // ColumnMapper should still resolve it by name and build a SlotRef projection from the file + // column into the requested table column. + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + + const auto& id_column = assert_cast(expect_not_null_table_column(block, 0)); + ASSERT_EQ(id_column.size(), 1); + EXPECT_EQ(id_column.get_element(0), 1); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +TEST(TableReaderTest, ProjectedColumnsUseMapperExpressionsForParquetSchemaMismatch) { + const auto test_dir = + std::filesystem::temp_directory_path() / "doris_table_reader_mapper_expr_test"; + std::filesystem::remove_all(test_dir); + std::filesystem::create_directories(test_dir); + + const auto file_path = (test_dir / "split.parquet").string(); + write_parquet_file(file_path, 7, "seven"); + + std::vector projected_columns; + projected_columns.push_back(make_table_column(0, "id", std::make_shared())); + projected_columns.push_back(make_table_column(1, "value", std::make_shared())); + + RuntimeState state {TQueryOptions(), TQueryGlobals()}; + set_name_identifiers(&projected_columns); + TableReader reader; + ASSERT_TRUE(reader.init({ + .projected_columns = projected_columns, + .column_predicates = {}, + .conjuncts = {}, + .format = FileFormat::PARQUET, + .scan_params = nullptr, + .io_ctx = nullptr, + .runtime_state = &state, + .scanner_profile = nullptr, + }) + .ok()); + + ASSERT_TRUE(reader.prepare_split(build_split_options(file_path)).ok()); + + // The table projection requests id as BIGINT instead of the file INT, so ColumnMapper should + // build a Cast expression. The second field has the same type and should build a SlotRef + // projection. Both columns should still materialize in table schema order. + Block block = build_table_block(projected_columns); + bool eos = false; + ASSERT_TRUE(reader.get_block(&block, &eos).ok()); + ASSERT_FALSE(eos); + + ASSERT_EQ(block.get_by_position(0).name, "id"); + ASSERT_EQ(block.get_by_position(1).name, "value"); + const auto& id_column = assert_cast(expect_not_null_table_column(block, 0)); + const auto& value_column = + assert_cast(expect_not_null_table_column(block, 1)); + ASSERT_EQ(id_column.size(), 1); + ASSERT_EQ(value_column.size(), 1); + EXPECT_EQ(id_column.get_element(0), 7); + EXPECT_EQ(value_column.get_data_at(0).to_string(), "seven"); + + ASSERT_TRUE(reader.close().ok()); + std::filesystem::remove_all(test_dir); +} + +} // namespace +} // namespace doris::format diff --git a/docs/doris-iceberg-parquet-api-design.md b/docs/doris-iceberg-parquet-api-design.md new file mode 100644 index 00000000000000..457550a932da67 --- /dev/null +++ b/docs/doris-iceberg-parquet-api-design.md @@ -0,0 +1,511 @@ +# Doris Iceberg + Parquet 新架构 API 设计 + +本文档用于描述 Doris 中 Iceberg + Parquet 新架构的 API 设计。本文档作为后续从 +`master` 新开重构分支时的起点，只定义 API 形状、职责边界、依赖方向和兼容原则， +不定义函数实现细节，不提供伪代码，不包含迁移 patch。 + +## 架构总览 + +目标架构包含 table 调度层、表格式语义层、schema 映射层、文件通用层和文件格式实现层： + +```text +FileScanner / split producer + -> +TableReader + -> +IcebergTableReader + -> +TableColumnMapper + FileReader + -> +ParquetReader +``` + +核心职责如下： + +- `TableReader` + 负责多文件、多 split 的上层调度，统一 scan 生命周期，对外输出 table block， + 并承接动态分区裁剪等 table-level 通用逻辑。 +- `IcebergTableReader` + 负责 Iceberg 表语义，包括 schema 绑定、scan task、delete file、虚拟列和 table + block finalize。 +- `TableColumnMapper` + 负责 table schema 到 file schema 的映射，负责 filter localization 和 schema + change 映射。 +- `FileReader` + 负责文件层通用读取接口，只理解 file-local schema 和 file-local scan request。 +- `ParquetReader` + 作为 `FileReader` 的 Parquet 实现，负责 Parquet 文件物理读取。 + +依赖方向必须保持单向： + +```text +TableReader + -> IcebergTableReader + -> TableColumnMapper + -> FileReader + -> ParquetReader +``` + +低层不反向理解高层语义，尤其 `ParquetReader` 不得反向理解 Iceberg/global schema。 + +## 核心 API 设计 + +### TableReader + +`TableReader` 是最上层读取接口，作为 `IcebergTableReader` 的基类，负责多 split / +多 file 调度，并承接 table-level 的通用裁剪逻辑，不下沉文件格式语义。 + +实际 API 文件： + +```text +be/src/format_v2/table_reader.h +``` + +实际命名空间： + +```cpp +namespace doris::format +``` + +建议职责： + +- 接收 split 列表或 scan task 列表； +- 控制当前 reader 的创建、切换和关闭； +- 管理 scan 生命周期； +- 承接动态分区裁剪等 table-level 通用过滤逻辑； +- 对外统一输出 table block。 +- `next` 是基类统一入口，内部负责 EOF 后切换 reader；具体表格式只提供打开和读取 + 当前 reader 的 hook。 + +建议接口形状： + +```cpp +namespace doris::format { + +class TableReader { +public: + virtual ~TableReader() = default; + + virtual Status init(const TableReadOptions& options); + virtual Status filter(const VExprContextSPtr& expr, bool* can_filter_all); + Status next(Block* table_block, size_t* rows, bool* eof); + virtual Status close(); + +protected: + Status next_reader(); + virtual Status open_next_reader(bool* has_reader); + virtual Status read_current(Block* table_block, size_t* rows, bool* eof); + virtual Status close_current_reader(); +}; + +} // namespace doris::format +``` + +接口约束： + +- `TableReader` 输出的是 table block，不输出 file-local block。 +- `TableReader` 负责多文件编排和 table-level 通用裁剪，不负责 schema mapping，不负责 + Parquet 物理解码。 +- `next_reader` 是 `TableReader` 自己的通用切换逻辑，不作为子类公开 override 接口。 +- 动态分区裁剪这类逻辑应下放到 `TableReader`，而不是散落在具体表格式 reader 中。 +- `TableReader` 不直接依赖旧 `vparquet` 表层语义。 + +### IcebergTableReader + +`IcebergTableReader` 是 Iceberg 表语义层，负责把单个 Iceberg data file 的读取组织成 +table 语义输出。 + +实际 API 文件： + +```text +be/src/format_v2/table/iceberg_reader.h +``` + +实际命名空间： + +```cpp +namespace doris::iceberg +``` + +建议职责： + +- 绑定 Iceberg 当前 table schema； +- 接收 `IcebergScanTask` 列表，并按 `TableReader` 的统一调度打开当前 task； +- 处理 position delete、equality delete、deletion vector； +- 物化 `_row_id`、`_last_updated_sequence_number` 等虚拟列； +- 将 `ParquetReader` 返回的 file-local block finalize 成 table block。 + +建议接口形状： + +```cpp +namespace doris::iceberg { + +class IcebergTableReader : public format::TableReader { +public: + virtual ~IcebergTableReader() = default; + + Status init(IcebergTableReadParams params); + Status close() override; + +protected: + Status open_next_reader(bool* has_reader) override; + Status read_current(Block* table_block, size_t* rows, bool* eof) override; + Status close_current_reader() override; +}; + +} // namespace doris::iceberg +``` + +接口约束： + +- `IcebergTableReader` 继承 `TableReader`，并通过组合使用 `FileReader`。 +- `IcebergTableReader` 不做 Parquet page/column 解码。 +- `IcebergTableReader` 负责 table-level finalize，不负责 file-local pruning 实现。 +- `IcebergTableReader` 的 schema、scan request、scan tasks 和底层 `FileReader` 应通过 + 一个初始化参数对象一次性传入；除非存在明确生命周期差异，不拆成 `bind` / + `init(TableScanRequest)` / `set_scan_tasks` 多阶段接口。 +- `IcebergTableReader` 不重新实现 reader 切换循环，只实现打开 Iceberg task、读取当前 + task 和关闭当前 reader 的 hook。 + +### TableColumnMapper + +`TableColumnMapper` 是 table schema 到 file schema 的通用映射层，不是 +Iceberg-only 组件。 + +实际 API 文件： + +```text +be/src/format_v2/table_reader.h +``` + +实际命名空间： + +```cpp +namespace doris::format +``` + +建议职责： + +- 输入 table schema、file schema、table scan request； +- 输出 `ColumnMapping` 和通用 `FileScanRequest`； +- 负责 filter localization； +- 负责 schema change 映射； +- 负责复杂列 child mapping； +- 负责缺失列、default、partition、generated 列的 finalize 语义描述。 + +建议接口形状： + +```cpp +namespace doris::format { + +class TableColumnMapper { +public: + explicit TableColumnMapper(TableColumnMapperOptions options = {}); + + virtual Status create_mapping(const std::vector& table_schema, + const std::vector& file_schema, + std::vector* mappings); + + virtual Status create_scan_request(const TableScanRequest& table_request, + const std::vector& mappings, + FileScanRequest* file_request); +}; + +} // namespace doris::format +``` + +接口约束： + +- `TableColumnMapper` 的输入是 table schema + file schema + table scan request。 +- `TableColumnMapper` 的输出是 `ColumnMapping` + `FileScanRequest`。 +- `TableColumnMapper` 必须是通用层，不做 Iceberg-only 命名。 +- Iceberg 场景默认按 field id 映射；按 name 映射不是本轮默认路径。 + +### FileReader + +`FileReader` 是文件物理读取层的通用接口，为后续 Parquet 之外的文件格式适配预留。 + +实际 API 文件： + +```text +be/src/format_v2/file_reader.h +``` + +实际命名空间： + +```cpp +namespace doris::format +``` + +建议职责： + +- 打开物理文件； +- 暴露 file-local schema； +- 接收 `FileScanRequest`； +- 输出 file-local block； +- 不理解 table/global schema。 + +建议接口形状： + +```cpp +namespace doris::format { + +class FileReader { +public: + virtual ~FileReader() = default; + + virtual Status open(io::FileReaderSPtr file, io::IOContext* io_ctx = nullptr); + virtual Status get_schema(std::vector* file_schema) const; + virtual Status init(const FileScanRequest& request); + virtual Status next(Block* file_block, size_t* rows, bool* eof); + virtual Status close(); +}; + +} // namespace doris::format +``` + +接口约束： + +- `FileReader` 输出的是 file-local block，不输出 table/global schema block。 +- `FileReader` 不处理 Iceberg schema evolution、default/generated/partition 列。 +- `IcebergTableReader` 组合 `FileReader`，不直接绑定具体文件格式 reader。 + +### ParquetReader + +`ParquetReader` 是 `FileReader` 的 Parquet 实现，只负责 Parquet file-local schema +和 Parquet file-local scan request。 + +实际 API 文件： + +```text +be/src/format/parquet/parquet_reader.h +``` + +实际命名空间： + +```cpp +namespace doris::parquet +``` + +建议职责： + +- 打开 Parquet 文件； +- 解析 footer 和 file schema； +- 接收 `ParquetScanRequest` 或通用 `FileScanRequest`； +- 执行 file-local projection 和 file-local filter； +- 输出 file-local block。 + +建议接口形状： + +```cpp +namespace doris::parquet { + +class ParquetReader : public format::FileReader { +public: + virtual ~ParquetReader() = default; + + virtual Status open(io::FileReaderSPtr file, io::IOContext* io_ctx = nullptr); + virtual Status get_schema(std::vector* file_schema) const; + virtual Status init(const ParquetScanRequest& request); + virtual Status next(Block* file_block, size_t* rows, bool* eof); + virtual Status close(); +}; + +} // namespace doris::parquet +``` + +接口约束： + +- `ParquetReader` 输出的是 file-local block，不输出 table/global schema block。 +- `ParquetReader` 不理解 Iceberg schema evolution。 +- `ParquetReader` 不负责 default/generated/partition 列。 +- 任何 table-level cast/default/generated/partition 语义都不能重新塞回 + `ParquetReader`。 + +## 关键类型 + +### SchemaField + +`SchemaField` 表示文件层 schema 中的列定义。 + +建议包含的信息： + +- file-local column id； +- 列名； +- 类型； +- child fields。 + +它服务于 `TableColumnMapper` 做 schema matching，不携带 table-level 语义。 + +### TableColumnDefinition + +`TableColumnDefinition` 表示 table/global schema 中的列定义。 + +建议包含的信息： + +- table column id； +- 列名； +- 类型； +- child columns。 + +Iceberg 场景下，column id 默认对应 field id。 + +### TableFilter + +`TableFilter` 表示 table 层过滤条件。 + +建议包含的信息： + +- `table_column_id` +- `conjunct` +- `predicates` + +职责约束： + +- `conjunct` 偏表达式过滤，适合表达 cast、复杂表达式、复杂列提取等语义； +- `predicates` 偏结构化单列下推，适合驱动 row group stats、page index、dictionary、 + bloom filter 等文件层优化。 + +### FileLocalFilter + +`FileLocalFilter` 表示已经 localize 到 file-local schema 的过滤条件。 + +建议包含的信息： + +- `file_column_id` +- `conjunct` +- `predicates` + +职责约束： + +- `conjunct` 用于 file-local 表达式过滤； +- `predicates` 用于 file-local 结构化下推； +- 其输入必须来自 `TableColumnMapper`，不能由具体文件 reader 自己推导 table 语义。 + +### ColumnMapping + +`ColumnMapping` 是 table schema 与 file schema 之间的核心边界对象。 + +建议包含的信息： + +- `table_column_id` +- `file_column_id` +- `file_type` +- `table_type` +- `finalize_expr` +- `reader_filter_expr` +- `child_mappings` + +职责约束： + +- `finalize_expr` 服务最终输出，把 file-local value 转成 table/global value； +- `reader_filter_expr` 服务读时 filter fallback； +- 二者语义不同，不能混用； +- `child_mappings` 用于复杂列 remap、复杂列裁剪和复杂列 schema change。 + +### TableScanRequest + +`TableScanRequest` 描述 table 层 scan 请求。 + +建议包含的信息： + +- projected table columns； +- table filters。 + +它由 `IcebergTableReader` 接收，再交给 `TableColumnMapper` 生成 file-local request。 + +### ParquetScanRequest + +`ParquetScanRequest` 继承 `FileScanRequest`，描述 Parquet file-local scan 请求。 + +### FileScanRequest + +`FileScanRequest` 描述通用 file-local scan 请求。 + +建议包含的信息： + +- projected file columns； +- local filters； +- reader expression map。 + +它是 `FileReader` 的唯一 scan 输入，不包含 table/global schema 语义。 + +### IcebergScanTask + +`IcebergScanTask` 表示一次 Iceberg data file 读取任务。 + +建议包含的信息： + +- data file 信息； +- position delete 文件； +- equality delete 文件； +- deletion vector 信息。 + +它是 `IcebergTableReader` 的输入，不应直接传给 `ParquetReader`。 + +### IcebergTableReadParams + +`IcebergTableReadParams` 表示一次 Iceberg table scan 的完整初始化输入。 + +建议包含的信息： + +- Iceberg read options； +- Iceberg table schema； +- table scan request； +- Iceberg scan task 列表； +- 底层 `FileReader`。 + +它用于避免 `IcebergTableReader` 暴露多个半初始化阶段。调用方应一次性构造完整 +参数并调用 `init`。 + +## 设计原则 + +### 边界原则 + +- `FileReader` 不理解 global schema，不直接处理 Iceberg schema evolution。 +- `ParquetReader` 是 `FileReader` 的 Parquet 实现。 +- `TableColumnMapper` 是 schema mapping 和 filter localization 的唯一入口。 +- `IcebergTableReader` 不做 Parquet 解码，只负责 table-level finalize、delete、 + virtual columns。 +- `TableReader` 只负责多文件编排和 table-level 通用裁剪，不下沉文件格式语义。 +- 任何 table-level cast/default/generated/partition 语义都不能重新塞回 + `ParquetReader`。 + +### 依赖原则 + +- 低层不能反向依赖高层语义。 +- `FileReader` 只依赖 file-local request。 +- `IcebergTableReader` 继承 `TableReader`，复用其多文件编排和通用裁剪能力。 +- `IcebergTableReader` 通过组合使用 `FileReader`。 +- `TableColumnMapper` 可以被 Iceberg 之外的其他表格式复用。 + +### 命名原则 + +- 表层抽象使用 `TableReader`、`IcebergTableReader`、`TableColumnMapper`、 + `FileReader`、`ParquetReader` 命名。 +- `TableColumnMapper` 不使用 Iceberg-only 命名。 +- file schema 类型使用 `SchemaField`，table schema 类型使用 `TableColumnDefinition`。 + +## 兼容原则 + +新架构重构期间，新旧代码允许并存，但必须遵守以下约束： + +- 旧 `vparquet` / Hive / Hudi / Paimon 路径在新架构稳定前允许保留。 +- 新架构实现不得继续向旧 `vparquet` 表层语义回灌依赖。 +- 先搭新框架 API，再逐步迁移调用点。 +- 不允许边改 API 边混入临时裸逻辑、实验性草稿或未收敛命名。 +- 兼容层可能需要存在，但本文档不定义兼容层的具体实现方案。 + +## 验收标准 + +该文档应满足以下目标： + +- 不引用错误实验代码作为既成事实； +- 不出现实现性草稿、裸伪代码、未收敛命名混用； +- 让另一个工程师从 `master` 新开分支时，可以直接按本文档搭 API 骨架； +- 读完文档后，不需要再讨论以下问题： + - 新架构分几层； + - 每层负责什么； + - 哪层理解 global schema； + - 哪层做 schema change / filter localization / finalize； + - 哪层允许依赖旧实现，哪层不允许。 diff --git a/docs/new-parquet-reader-column-index-refactor.md b/docs/new-parquet-reader-column-index-refactor.md new file mode 100644 index 00000000000000..56f8c7ca4a37d5 --- /dev/null +++ b/docs/new-parquet-reader-column-index-refactor.md @@ -0,0 +1,404 @@ +# New Reader 列标识实现说明 + +本文说明 Doris new table/file reader 栈中各种列标识的当前含义，以及它们在 +`FileScannerV2`、`TableReader`、`TableColumnMapper` 和 new Parquet reader 中的流转逻辑。 + +核心原则是把 **schema identity** 和 **执行期位置** 分开： + +- schema identity 用来判断 table column 和 file column 是否是同一列。 +- index/position 用来表示 block、projection tree、scan request 或 constant map 中的位置。 +- FE column unique id 只在 scanner 边界用于定位 slot，进入 table/file reader 后不再出现。 + +共享定义集中在 `be/src/format_v2/column_data.h`。file reader 通用请求定义在 +`be/src/format_v2/file_reader.h`。new Parquet reader 自己的 Parquet 内部 schema tree 定义在 +`be/src/format_v2/parquet/parquet_column_schema.h`。 + +## 层级边界 + +当前 reader 栈可以按语义分成三层。 + +### FileScannerV2：FE 标识到 reader 标识的边界 + +`FileScannerV2` 仍能看到 FE 下发的 `slot_id`、`col_unique_id`、`TFileScanSlotInfo` 和 +`TColumnAccessPath`。这些 FE 侧标识只在这里使用。 + +`FileScannerV2::_build_projected_columns()` 会把 `_params->required_slots` 转成 +`std::vector`： + +- vector 下标就是 `GlobalIndex`。 +- `_slot_id_to_global_index` 把 FE `slot_id` 转成 `GlobalIndex`，用于 row-level conjunct。 +- `_column_unique_id_to_global_index` 把 FE `col_unique_id` 转成 `GlobalIndex`，用于 column predicate。 +- `ColumnDefinition::identifier` 表示 table-side schema identity，默认是列名；如果外部 schema + 提供 field id，则改用 field id。 +- partition/default/generated 信息被挂到 `ColumnDefinition` 上，由 table reader 层处理。 + +从这一层往下，table/file reader 不再使用 FE column unique id。 + +### TableReader / TableColumnMapper：table schema 到 file schema + +`TableReader::open_reader()` 对每个 split 打开一个具体 `FileReader`，先通过 +`FileReader::get_schema()` 获取当前文件的 file-local schema，再用 `TableColumnMapper` 建立映射。 + +`TableColumnMapper` 的输入是： + +- table/global schema：`FileScannerV2` 构造的 `projected_columns`。 +- file-local schema：具体 file reader 返回的 `std::vector`。 +- per-split partition values。 +- table-level row filters 和 column predicates。 + +`TableColumnMapper` 的输出是： + +- `ColumnMapping`：构造阶段使用的 table column 到 file/constant/virtual source 的映射。 +- `FileScanRequest`：只含 file-local projection、file-local block layout 和 file-local filters。 +- `ColumnMapResult` / `ResultColumnMapping`：给 table reader finalize 阶段消费的最终映射。 +- `FilterEntry`：给 filter localization 使用的 `GlobalIndex -> LOCAL/CONSTANT/UNSET` target。 +- `ConstantMap`：partition/default/generated 常量列。 + +### FileReader / ParquetReader：只理解 file-local 请求 + +`FileReader` 只暴露两类 schema/request： + +- `get_schema(std::vector*)`：返回文件自身 schema。 +- `open(std::unique_ptr&)`：接收已经 localize 后的 file-local scan request。 + +具体 file reader 不理解 table/global schema、Iceberg default、partition column、FE slot id 或 +FE column unique id。 + +new Parquet reader 使用 `FileScanRequest` 中的 `LocalColumnIndex` 创建 column reader，并使用 +`local_positions` 决定 file-local block layout。 + +## ColumnDefinition + +定义位置：`be/src/format_v2/column_data.h` + +`ColumnDefinition` 是 table/global schema 和 file-local schema 共用的列定义。它表示列名、类型、 +nested children、默认表达式、partition 属性和 file-local column kind。 + +关键字段： + +- `identifier`：schema identity。用于 table column 和 file column 匹配。 +- `local_id`：file reader 返回的 schema node 在当前 parent 下的 reader-local id。 +- `name`：逻辑列名。BY_NAME 且没有显式 string identifier 时会回退到它。 +- `type`：当前 schema node 的 Doris 类型。 +- `children`：nested children。table/global schema 中是 table children；file schema 中是 + file-local children。 +- `default_expr`：missing/default/generated column 的物化表达式。 +- `is_partition_key`：partition column 标记。 +- `column_type`：file-local column kind，例如普通数据列或 row number virtual column。 + +`ColumnDefinition` 不保存 FE column unique id。它也不保存“应该按什么方式匹配”。匹配方式由 +`TableColumnMapperOptions::mode` 统一决定。 + +### identifier + +`identifier` 是一个 `Field`，语义接近 DuckDB `MultiFileColumnDefinition::identifier`： + +- `TYPE_NULL`：没有显式 identifier。BY_NAME 时使用 `name`。 +- `TYPE_INT`：在 BY_FIELD_ID 中表示 field id；在 BY_INDEX 中表示 file schema position。 +- `TYPE_STRING`：显式 name identifier。 + +访问 helper： + +- `has_identifier_field_id()` / `get_identifier_field_id()`：BY_FIELD_ID 使用。 +- `get_identifier_name()`：BY_NAME 使用；没有显式 string identifier 时返回 `name`。 +- `get_identifier_position()`：BY_INDEX 使用。 +- `file_local_id()`：file reader projection 使用；优先返回 `local_id`，否则回退到 int + identifier。这个回退只用于兼容某些 file schema 构造路径，不应重新引入 FE id 语义。 + +## 强类型位置 + +### GlobalIndex + +定义位置：`be/src/format_v2/column_data.h` + +`GlobalIndex` 表示 table/global output block 中的 top-level 列位置。当前等于 +`_params->required_slots` 的下标。 + +主要使用位置： + +- `ColumnMapping::global_index` +- `TableFilter::global_indices` +- `TableColumnPredicates` 的 key +- `ColumnMapResult` / `ResultColumnMapping` 的 key +- `FilterEntry` map 的 key + +`GlobalIndex` 不是 FE slot id，也不是 FE column unique id。 + +### LocalColumnId + +定义位置：`be/src/format_v2/column_data.h` + +`LocalColumnId` 表示当前物理文件 schema 的 top-level reader-local column id。 + +主要使用位置： + +- `FileScanRequest::local_positions` 的 key。 +- `LocalColumnIndex::top_level()`。 +- new Parquet reader 创建 top-level column reader。 +- page index、statistics、bloom filter 等 file-local pruning 的 root column key。 +- row position 这类 reader 内部 virtual column id。 + +`LocalColumnId` 不是 file-local block position。一个 top-level file column 在本次 scan request +输出 block 中的位置由 `LocalIndex` 表示。 + +### LocalIndex + +定义位置：`be/src/format_v2/column_data.h` + +`LocalIndex` 表示一次 `FileScanRequest` 内 file-local block 的列位置。 + +主要使用位置： + +- `FileScanRequest::local_positions` 的 value。 +- file-local rewritten `SlotRef` 的 input position。 +- `TableReader` 从 file block 取列。 +- `ParquetScanScheduler` 把 column reader 读出的数据写入 file block。 + +`LocalIndex` 是 request-local block layout，不是 file schema ordinal。 + +### ConstantIndex + +定义位置：`be/src/format_v2/column_data.h` + +`ConstantIndex` 表示 `ConstantMap` 中的 entry 位置。它用于 per-split/per-file 常量列： + +- partition column。 +- schema evolution default column。 +- generated/default expression column。 +- 将来可扩展到更多 virtual/constant source。 + +`FilterEntry` 可以指向 `ConstantIndex`。当一个 row-level conjunct 只引用 constant target 时， +`TableReader` 会在打开 file reader 前用 1 行常量 block 求值；如果结果为 false/NULL，当前 split +直接跳过。 + +### LocalColumnIndex + +定义位置：`be/src/format_v2/column_data.h` + +`LocalColumnIndex` 表示递归 file-local projection path： + +```cpp +struct LocalColumnIndex { + int32_t index = -1; + bool project_all_children = true; + std::vector children; +}; +``` + +语义： + +- root entry 的 `index` 是 `LocalColumnId`。 +- nested entry 的 `index` 是当前 parent 下的 file-local child id。 +- `project_all_children = true` 表示读取整个 subtree。 +- `project_all_children = false` 表示只读取 `children` 中列出的 child paths。 + +通用 helper： + +- `is_full_projection()` +- `is_partial_projection()` +- `find_child_projection()` +- `is_child_projected()` +- `merge_local_column_index()` + +new Parquet reader 的 STRUCT/LIST/MAP reader 都消费这套 projection helper： + +- STRUCT：只创建被投影 child 的 reader。 +- LIST：把 element projection 递归传给 element reader。 +- MAP：总是读取 key，把 value projection 递归传给 value reader。 + +## FileScanRequest + +定义位置：`be/src/format_v2/file_reader.h` + +`FileScanRequest` 是 table reader 交给 file reader 的唯一 scan 输入。它不包含 table/global schema。 + +关键字段： + +- `predicate_columns`：row-level conjunct/delete conjunct 需要先读取的 file-local projection。 +- `non_predicate_columns`：最终输出需要读取、且不需要先参与 row-level filter 的 file-local + projection。 +- `local_positions`：`LocalColumnId -> LocalIndex`，决定 file-local block layout。 +- `conjuncts` / `delete_conjuncts`：已经把 table/global slot 改写成 file-local slot 的表达式。 +- `column_predicate_filters`：file-layer pruning hints，只用于 min/max、page index、dictionary、 + bloom filter 等剪枝，不参与 batch row filtering。 + +`predicate_columns` 和 `non_predicate_columns` 都按 file-local schema 表达。file reader 只需要根据 +这两个列表创建 reader，并按 `local_positions` 写入 file block。 + +## TableColumnMapper 逻辑 + +定义位置： + +- `be/src/format_v2/column_mapper.h` +- `be/src/format_v2/column_mapper.cpp` + +### 匹配模式 + +`TableColumnMapperOptions::mode` 决定 `identifier` 的解释方式： + +- `BY_FIELD_ID`：`TYPE_INT` identifier 是 field id。 +- `BY_NAME`：`TYPE_STRING` identifier 或 `name` 是匹配名。 +- `BY_INDEX`：`TYPE_INT` identifier 是 file schema position。 + +`TableReader::open_reader()` 当前默认按 field id 映射；如果 file schema 首列没有 int identifier， +会 fallback 到 BY_NAME。Hive reader 可覆盖默认模式，Hive1 ORC 这类场景可使用 BY_INDEX。 + +### create_mapping() + +`create_mapping()` 为每个 `GlobalIndex` 生成一个 `ColumnMapping`： + +1. partition column 优先映射到 `ConstantMap`。 +2. BY_INDEX 时按 file position 取 file schema。 +3. 普通列通过 matcher 在 file schema 中找对应 file field。 +4. 缺失但带 default expr 的列映射到 `ConstantMap`。 +5. 特殊 virtual column 记录 virtual column type。 +6. 允许 missing column 时保留空 mapping，由 table finalize 阶段补 NULL/default。 + +`ColumnMapping::file_local_id` 是 table column 绑定到 file schema 后的 reader-local id： + +- root mapping 中可转成 `LocalColumnId`。 +- nested mapping 中表示 parent 下的 child id。 +- constant/missing/virtual mapping 没有 `file_local_id`。 + +schema identity field id 不保存在 `ColumnMapping` 中，只保存在 +`ColumnDefinition::identifier` 中，并由 mapper 的匹配模式解释。 + +### create_scan_request() + +`create_scan_request()` 把 table-level scan 信息转换成 file-local request： + +1. 先把不参与 row-level filter 的输出列加入 `non_predicate_columns`。 +2. 调用 `localize_filters()`，把 row-level conjunct 和 column predicates 定位到 file-local source。 +3. 为所有已读取 file column 重建 output projection，让 `ColumnMapping::projection` 指向正确的 + `LocalIndex`。 +4. 生成 `ColumnMapResult` 和 `ResultColumnMapping`，供 table reader finalize。 + +`local_positions` 在这个阶段确定。同一个 file column 如果同时被 filter 和 output 使用，只会有 +一个 `LocalIndex`。 + +### FilterEntry + +`FilterEntry` 是 `GlobalIndex` 到 filter target 的结果： + +- `LOCAL`：filter 可以在 file-local block 上求值，target 是 `LocalIndex`。 +- `CONSTANT`：filter 只依赖 `ConstantMap` entry。 +- `UNSET`：当前 split 无法下推到 file reader。 + +`TableColumnMapper::_build_filter_entries()` 在 `FileScanRequest::local_positions` 确定后生成 +`FilterEntry`。表达式改写时只把 `LOCAL` target 改写成 file-local slot；`CONSTANT` target 用于 +split-level constant filter evaluation。 + +### ColumnMapResult / ResultColumnMapping + +`ColumnMapResult` 记录一个 global result column 的递归映射结果： + +- `local_column_id`：root file column。 +- `column_index`：file-local projection tree。 +- `mapping`：root 指向 `LocalIndex`，nested child 通过 `IndexMapping::child_mapping` 递归映射。 + +`ResultColumnMapping` 是最终可消费的 `GlobalIndex -> ColumnMapEntry` map。`ColumnMapEntry` 包含： + +- `IndexMapping mapping` +- `local_type` +- `global_type` +- `filter_conversion` + +TableReader finalize 阶段用它把 file-local block 转成 table/global block。 + +### nested child mapping + +复杂列映射时，`IndexMapping::child_mapping` 的 key 是 table/global child ordinal，value 是对应 +file-local child mapping。这样 filter 中的 `STRUCT_EXTRACT` 可以按 table child ordinal 找到 +file child ordinal。 + +Doris 不再维护额外的 `NestedPredicateTargetInfo` / filter target path。nested filter localization +直接沿 `IndexMapping::child_mapping` 转换 selector path。 + +对于 `SELECT s.name WHERE s.id > 5` 这类 filter-only child： + +- `s.name` 进入 output projection。 +- `s.id` 会进入 predicate projection。 +- `original_file_children` 保留 projection 前的 file children，用于定位 filter-only child。 +- `child_mappings` 只描述输出 shape，避免 filter-only child 改变最终 STRUCT/LIST/MAP shape。 + +## Parquet 内部 schema 标识 + +定义位置：`be/src/format_v2/parquet/parquet_column_schema.h` + +`ParquetColumnSchema` 是 new Parquet reader 内部 schema tree。它描述 Parquet 逻辑字段和 primitive +leaf column 的关系，不暴露给 table reader。对外统一通过 `ParquetReader::get_schema()` 返回 +`std::vector`。 + +关键字段： + +- `local_id`：当前 parent 下的 reader-local id。top-level 是 root field ordinal，nested 是 child + ordinal。`LocalColumnIndex` 传给 `ParquetColumnReaderFactory` 的就是这个 id。 +- `parquet_field_id`：Parquet schema element 中可选的 field_id。Arrow 在不存在 field_id 时返回 + `-1`。它只作为 schema matching identifier，不用于读取 column chunk。 +- `name`：Parquet schema name。 +- `type`：转换后的 Doris 类型。 +- `leaf_column_id`：Parquet primitive leaf column ordinal。用于访问 `ColumnDescriptor`、 + row group column chunk、statistics、page index、bloom filter 等。复杂节点为 `-1`。 +- `type_descriptor`：primitive leaf 的 Parquet physical/logical type 信息。 +- `descriptor`：primitive leaf 的 Arrow Parquet `ColumnDescriptor`。 +- `max_definition_level` / `max_repetition_level`：该 node 下的最大 Dremel level。 +- `nullable_definition_level`：当前 node 自身为 NULL 时对应的 definition level。 +- `repeated_repetition_level`：当前或最近 repeated container 的 repetition level。 + +`ParquetReader::get_schema()` 会把 `ParquetColumnSchema` 转成 `ColumnDefinition`： + +- 如果 `parquet_field_id >= 0`，`ColumnDefinition::identifier` 是 `TYPE_INT` field id。 +- 否则 `identifier` 是 `TYPE_STRING` name。 +- `ColumnDefinition::local_id` 是 `ParquetColumnSchema::local_id`。 +- children 递归转换。 + +因此 table reader 可以按 field id 或 name 匹配，而 Parquet reader 自己仍只按 `local_id`、 +`leaf_column_id` 和 Dremel levels 读取数据。 + +## 端到端流转 + +一次 split 的列标识流转如下： + +1. `FileScannerV2::_build_projected_columns()`： + FE `slot_id` / `col_unique_id` 被翻译成 `GlobalIndex`，并生成 table-side + `ColumnDefinition`。 +2. `ParquetReader::init()`： + 解析 Arrow Parquet schema，构造内部 `ParquetColumnSchema`。 +3. `ParquetReader::get_schema()`： + 把 Parquet 内部 schema 暴露成 file-side `ColumnDefinition`。 +4. `TableReader::open_reader()`： + 根据 file schema 是否带 int identifier 选择 BY_FIELD_ID 或 BY_NAME，并调用 mapper。 +5. `TableColumnMapper::create_mapping()`： + 用 `ColumnDefinition::identifier` 匹配 table/global schema 和 file-local schema，生成 + `ColumnMapping`。 +6. `TableColumnMapper::create_scan_request()`： + 生成 `FileScanRequest`，其中所有 projection 和 block position 都是 file-local 的。 +7. `ParquetReader::open()`： + 校验 `LocalColumnId`，用 `LocalColumnIndex` 创建 column readers，并规划 row group pruning。 +8. `ParquetScanScheduler`： + 按 `local_positions` 把 predicate/non-predicate column 写入 file-local block。 +9. `TableReader` finalize： + 使用 `ResultColumnMapping`、`ConstantMap` 和 projection expression，把 file-local block 转成 + table/global output block。 + +## 使用约定 + +修改 new reader 代码时应遵守以下约定： + +- 不要在 table/file reader 层重新传递 FE column unique id。 +- 不要把 `ColumnDefinition::identifier` 当作 file reader 读取 id。 +- 不要把 `LocalColumnId` 当作 block position；block position 使用 `LocalIndex`。 +- 不要把 `LocalIndex` 当作 schema ordinal。 +- `LocalColumnIndex::index` 在 root 和 child 层含义不同，调用方必须知道当前 projection node + 所在层级。 +- file reader 只能消费 `FileScanRequest`，不能理解 partition/default/generated/table schema。 +- column predicate pruning 是 file-layer hint，不等价于 row-level filter。 +- constant filter 可以在 table reader 层提前求值，但不应下推到 file reader。 + +## 已知限制 + +TVF 查询 Parquet 且文件没有 field id 时，top-level BY_NAME 已经可以通过 name identifier 工作。 +但 nested access path 的 fallback 目前仍有一处 TODO：STRUCT child fallback 使用 struct ordinal +构造 int identifier。对于没有 field id 的 nested Parquet schema，BY_NAME 场景应保留 string +identifier，让 `TableColumnMapper` 从 Parquet file schema 中按 name 解析 file-local child id。 +该问题已在 `be/src/exec/scan/file_scanner_v2.cpp` 代码中记录，当前未修复。 diff --git a/docs/new-parquet-reader-ut-improvement-plan.md b/docs/new-parquet-reader-ut-improvement-plan.md new file mode 100644 index 00000000000000..4ece111d0d6323 --- /dev/null +++ b/docs/new-parquet-reader-ut-improvement-plan.md @@ -0,0 +1,325 @@ +# New Parquet Reader UT Improvement Plan + +本文档评估 Doris new parquet reader 当前 UT 覆盖方式，并给出更合理的测试分层、数据构造方法和落地优先级。 + +目标不是追求形式上的 100% 行覆盖率，而是让测试能够发现 new parquet reader 最容易出错的真实问题：schema 兼容、definition/repetition level 物化、投影/过滤交互、row group/page pruning、delete predicate 以及 schema evolution 组合。 + +## 当前覆盖方式评估 + +当前测试分层大体合理： + +| 层级 | 代表文件 | 当前价值 | +|---|---|---| +| Schema resolver UT | `be/test/format_v2/parquet/parquet_schema_test.cpp` | 直接构造 Parquet schema node，验证 `ParquetColumnSchema` 的 kind、type、level 和非法 schema 拒绝。速度快，适合覆盖 schema 分支。 | +| Type resolver UT | `be/test/format_v2/parquet/parquet_type_test.cpp` | 覆盖 physical/logical/converted type 到 Doris type 的映射。 | +| Leaf value UT | `be/test/format_v2/parquet/parquet_leaf_reader_test.cpp` | 覆盖 nullable spacing、binary/fixed/bool/float16 等 leaf append 细节。 | +| Column reader UT | `be/test/format_v2/parquet/parquet_column_reader_test.cpp` | 用 Arrow writer 生成真实 parquet 文件，覆盖 scalar/struct/list/map 的 read、skip、select、overflow。 | +| File reader UT | `be/test/format_v2/parquet/parquet_reader_test.cpp` | 覆盖 open/read、多 row group、predicate selection、statistics/dictionary/page index pruning、row position、delete predicate。 | +| Table reader UT | `be/test/format_v2/table_reader_test.cpp` | 覆盖 table schema 到 file schema mapping、aggregate pushdown、default value、Iceberg delete/virtual column 等跨层行为。 | + +这个方向是正确的，但目前有三个明显缺口： + +1. Schema 兼容测试和真实读取测试之间缺少桥接。`parquet_schema_test.cpp` 可以证明 legacy LIST/MAP schema 被解析成期望的 tree，但不能证明 `ListColumnReader`、`MapColumnReader` 可以正确消费对应 def/rep levels。 +2. 真实 parquet 文件主要由 Arrow writer 生成。Arrow 生成的文件通常符合标准 layout，不能充分代表 Hive、Spark、old parquet-mr、旧 Doris 或其它 legacy writer 的 schema 形态。 +3. 异常路径和组合路径覆盖不足。比如 optional map key 被 schema 接受后，真实数据中 key 为 null 必须在 materialize 阶段报错；key/value stream 不对齐、invalid repeated level、non-nullable complex column 读到 null 等 corruption 路径需要专门测试。 + +## 改进原则 + +1. 按风险分层测试，不用单一大 fixture 覆盖所有逻辑。 +2. Schema resolver 只验证 schema 归一化，不承担真实读取正确性的证明。 +3. Def/rep level materialization 要有直接单测，避免所有边界都依赖真实 parquet 文件构造。 +4. 对 legacy layout 使用 golden parquet corpus，而不是只用 Arrow writer 动态生成。 +5. Reader 集成测试覆盖跨模块行为，避免在 SQL regression 中验证过多 BE 内部细节。 +6. SQL regression 只保留用户可见和跨层最关键路径，避免回归测试过慢。 + +## 推荐测试分层 + +### L0: Schema Resolver Table-Driven UT + +位置：`be/test/format_v2/parquet/parquet_schema_test.cpp` + +职责：覆盖 `parquet_column_schema.cpp` 的 schema 归一化规则。建议把 LIST/MAP case 整理成 table-driven 形式，每个 case 明确： + +- 输入 schema layout +- 是否成功 +- top-level kind/type/nullability +- child kind/name/type/nullability +- definition/repetition level +- error message 关键字 + +必须覆盖的 schema 形态： + +| 类别 | Case | +|---|---| +| LIST 标准格式 | Standard 3-level list: `optional group a (LIST) { repeated group list { optional int32 element; } }` | +| LIST legacy | repeated primitive, repeated group named `array`, repeated group named `_tuple`, repeated group with multiple children | +| LIST wrapper 判定 | repeated group with logical annotation, repeated group whose only child is repeated, repeated group whose only child is optional scalar | +| Bare repeated | repeated primitive field, repeated group field inside struct | +| MAP 标准格式 | required/optional outer map, required/optional value | +| MAP 兼容格式 | optional key accepted at schema level, `MAP_KEY_VALUE` converted annotation | +| Invalid schema | LIST outer has zero/multiple children, non-repeated LIST child, MAP outer has zero/multiple children, primitive MAP entry, non-repeated MAP entry, entry child count not equal to 2, repeated outer LIST/MAP in normal mode | +| Unsupported type | UTC TIME rejection, unsupported physical/logical type | + +L0 的验收标准：schema branch 新增或修改时，必须有对应 table-driven case；但 L0 通过不代表 reader 行为充分。 + +### L1: Def/Rep Level Materializer UT + +位置建议： + +- `be/test/format_v2/parquet/parquet_nested_materializer_test.cpp` +- 或拆分为 `parquet_list_column_reader_test.cpp`、`parquet_map_column_reader_test.cpp` + +职责：用 fake child reader 直接喂 definition levels、repetition levels 和 leaf values，验证 `ListColumnReader` / `MapColumnReader` 的 offsets、nullmap、child values、cursor 和错误路径。 + +这种方式比构造真实 parquet 文件更适合覆盖边界，因为 def/rep level 是复杂类型 reader 的核心输入。 + +建议增加测试工具： + +```cpp +class FakeNestedColumnReader final : public ParquetColumnReader { +public: + Status load_nested_batch(int64_t rows) override; + Status build_nested_column(int64_t length_upper_bound, MutableColumnPtr& column, + int64_t* values_read) override; + const std::vector& nested_definition_levels() const override; + const std::vector& nested_repetition_levels() const override; + int64_t nested_levels_written() const override; +}; +``` + +必须覆盖的 materialize case： + +| 类别 | Case | +|---|---| +| LIST 正常路径 | null list, empty list, list with values, list with null element, consecutive repeated elements | +| LIST 操作 | read 分批、skip 后 read、select 非连续行、select 跨 overflow 边界 | +| LIST 异常 | first level has `rep_level == list.repetition_level`, non-nullable LIST 读到 null, child value count 不匹配 | +| MAP 正常路径 | null map, empty map, one entry, multiple entries, nullable value, complex value | +| MAP 操作 | read 分批、skip 后 read、select 非连续行、value scalar path 和 complex value path | +| MAP 异常 | null key, value stream ended before key stream, key/value repetition level 不对齐, key count 不匹配, value count 不匹配, non-nullable MAP 读到 null | + +L1 的验收标准：`ListColumnReader::build_nested_column()` 和 `MapColumnReader::build_nested_column()` 的主要分支必须有直接 UT；corruption path 不能只靠真实文件偶然触发。 + +### L2: Golden Parquet Corpus UT + +位置建议： + +- 数据文件：`be/test/exec/test_data/parquet_v2_compat/` +- 测试文件：`be/test/format_v2/parquet/parquet_compat_corpus_test.cpp` + +职责：保存小型真实 parquet 文件，覆盖非 Arrow 标准 writer 或难以用 Arrow writer 生成的 legacy layout。每个文件控制在几十行以内，配套记录 schema 来源和 expected output。 + +建议文件来源： + +| 来源 | 覆盖目标 | +|---|---| +| Arrow writer | 标准 LIST/MAP、page v2、dictionary/plain、不同 row group/page size | +| Spark | Spark nested list/map schema、nullable struct/list/map 混合 | +| Hive/parquet-mr | legacy two-level list、optional map key、`array` / `bag` / `key_value` 等命名兼容 | +| 手工生成 | malformed-but-parseable def/rep level edge case，或特殊 converted annotation | + +Golden 文件命名建议： + +```text +be/test/exec/test_data/parquet_v2_compat/ + list_two_level_repeated_primitive.parquet + list_tuple_struct_element.parquet + list_repeated_group_with_logical_map_element.parquet + map_optional_key_no_null.parquet + map_optional_key_with_null.parquet + map_value_list_nullable.parquet + nested_list_struct_map_list.parquet + README.md +``` + +每个 corpus case 至少验证： + +- `get_schema()` 输出是否符合预期 +- full read 输出是否符合预期 +- projection read 输出是否符合预期 +- skip/select 后输出是否符合预期 +- 预期失败文件是否返回明确错误 + +L2 的验收标准：每一个 schema compatibility rule 至少有一个真实 parquet 文件证明 reader 可以消费该 layout。 + +### L3: New Parquet Reader Integration UT + +位置：`be/test/format_v2/parquet/parquet_reader_test.cpp` + +职责：覆盖 file reader 层的组合行为，不重复 L1 的低层 def/rep 细节。 + +建议补充或保留以下组合： + +| 类别 | Case | +|---|---| +| Projection + predicate | `SELECT s.b WHERE s.a > x` 对应 file-local projection 与 predicate projection 合并 | +| Complex non-predicate select | predicate 过滤后，非谓词复杂列通过 selection vector 读取 | +| Row group/page pruning + complex projection | page index 缩小 row ranges 后，list/map/struct 输出行数和 offsets 正确 | +| Dictionary/statistics pruning | nested scalar leaf predicate 可 prune，但 repeated leaf 不做错误 aggregate/pruning | +| Delete predicate | delete predicate 和 query predicate 同时作用时 row position、selection、输出列一致 | +| Timestamp TZ | timestamp tz mapping 后 schema、read、min/max pushdown 一致 | +| Reopen split | 同一个 reader reopen 不残留 selection、cast、predicate projection、page skip state | + +L3 的验收标准：跨 reader state 的行为必须有 UT，尤其是 reopen、filter 后 selection、page skip 后 output column 不 double skip。 + +### L4: Table Reader And SQL Regression + +位置： + +- `be/test/format_v2/table_reader_test.cpp` +- `regression-test/suites/external_table_p*_parquet/` 或现有 parquet 外表相关目录 + +职责：覆盖用户可见行为和 FE/BE 接口组合，不在 regression 中验证 BE 内部 offset/nullmap 细节。 + +建议保留少量高价值 SQL regression： + +| 场景 | SQL 覆盖 | +|---|---| +| Legacy LIST/MAP 文件可读 | `SELECT *`, `SELECT nested_child`, `WHERE nested_child predicate` | +| Schema evolution | missing nested child with default, reordered/renamed nested field | +| Predicate pushdown 正确性 | row group/page pruning 开关开启时结果与关闭时一致 | +| Aggregate pushdown 正确性 | `count`, `min`, `max` 对 flat leaf 和 supported nested single leaf 正确；repeated leaf fallback | +| Iceberg/Paimon delete | delete vector / position delete / equality delete 与 parquet reader 组合结果正确 | + +L4 的验收标准：新增用户可见兼容能力时必须有 SQL regression；纯内部 refactor 不强制补 SQL regression，但需要 L0-L3 覆盖。 + +## 覆盖矩阵 + +下面的矩阵用于判断新改动应该补哪一层测试。 + +| 逻辑区域 | L0 Schema | L1 Def/Rep | L2 Corpus | L3 Reader | L4 SQL | +|---|---:|---:|---:|---:|---:| +| Parquet type mapping | 必须 | 不需要 | 可选 | 可选 | 可选 | +| LIST/MAP schema compatibility | 必须 | 可选 | 必须 | 可选 | 必须覆盖用户可见新增能力 | +| Bare repeated field | 必须 | 必须 | 必须 | 可选 | 可选 | +| List offsets/nullmap | 不足 | 必须 | 必须 | 必须 | 可选 | +| Map offsets/nullmap/key validation | 不足 | 必须 | 必须 | 必须 | 可选 | +| Projection pruning | 可选 | 可选 | 必须 | 必须 | 必须覆盖用户可见路径 | +| Predicate selection | 不需要 | 可选 | 可选 | 必须 | 必须覆盖关键路径 | +| Statistics/dictionary/page pruning | 不需要 | 不需要 | 可选 | 必须 | 结果一致性必须 | +| Aggregate pushdown | 不需要 | 不需要 | 可选 | 必须 | 必须 | +| Delete predicate / row position | 不需要 | 不需要 | 可选 | 必须 | Iceberg/Paimon 必须 | +| Error/corruption path | 必须覆盖 schema error | 必须覆盖 materialize error | 必须覆盖真实坏文件 | 可选 | 可选 | + +## 推荐优先级 + +### P0: 立即补齐的正确性保护 + +1. 为 legacy LIST schema 增加真实读取 corpus： + - repeated primitive list + - `_tuple` struct element + - repeated group with multiple children +2. 为 optional MAP key 增加两类真实读取： + - optional key 但所有 key 非 null，读取成功 + - optional key 且存在 null key，读取失败并包含 `contains null key` +3. 增加 fake def/rep level materializer UT： + - list null/empty/null element/multi element + - map null/empty/null value/multi entry/null key +4. 增加 skip/select 覆盖： + - legacy list corpus 上执行 skip/select + - map value list 或 list struct map list 上执行 select + +### P1: 组合路径保护 + +1. Projection + predicate 同时命中同一 nested struct 的不同 child。 +2. Page index pruning 后读取 complex output column，验证没有 double skip。 +3. Row group statistics/dictionary pruning 后从后续 row group 读取 nested column。 +4. Reopen split 后 predicate projection、selection vector、page skip plan 不残留。 + +### P2: 完整性和长期质量 + +1. 建立 `parquet_v2_compat` corpus README，记录文件生成方式、writer 版本、schema、预期行为。 +2. 对 changed files 定期跑 coverage，关注 branch coverage，不只看 line coverage。 +3. 对 schema resolver 增加 table-driven case，减少散落 assert。 +4. 对 materializer 增加 fuzz/property-style 小范围测试：随机生成合法 list/map rows，转换为 def/rep levels 后读回比较原始 logical rows。 + +## 测试数据构造建议 + +### 动态生成数据 + +适合： + +- Arrow 标准 schema +- row group/page size 控制 +- dictionary/plain/page index/statistics 行为 +- type mapping 常规 case + +优点是无需维护二进制文件，case 可读性高。 + +缺点是不能覆盖大量 legacy writer layout。 + +### Golden parquet 文件 + +适合： + +- Hive/Spark/parquet-mr legacy LIST/MAP schema +- Arrow writer 不容易生成的 converted annotation +- malformed-but-parseable 文件 +- 兼容性回归保护 + +要求： + +1. 文件尽量小，通常 3 到 20 行。 +2. 配套 README 说明生成命令、writer 版本、schema、逻辑数据。 +3. 不在 UT 中依赖外部网络或外部服务。 +4. 预期结果在 C++ UT 中直接断言，SQL regression 的 `.out` 仍由 regression 脚本生成。 + +### Fake reader 数据 + +适合： + +- def/rep level 边界 +- corruption path +- cursor/overflow 状态 +- non-nullable output 遇到 null + +要求： + +1. fake reader 只模拟 `ParquetColumnReader` 必需接口。 +2. 每个 case 明确输入 levels 和 expected logical rows。 +3. 错误 case 检查 `Status` 类型和关键错误文本。 + +## 验收标准 + +一个 new parquet reader 改动合入前，建议满足： + +1. 改动 schema resolver：至少补 L0；如果新增兼容能力，补 L2；如果用户可见，补 L4。 +2. 改动 list/map/struct reader：至少补 L1 和 L3；涉及 legacy layout 时补 L2。 +3. 改动 pruning/predicate/aggregate：至少补 L3；用户可见 SQL 语义补 L4。 +4. 改动 table reader mapping/schema evolution：至少补 `table_reader_test.cpp`，必要时补 L4。 +5. 新增 error handling：必须有负向 UT，不能只依赖代码审查。 + +推荐执行命令： + +```bash +./run-be-ut.sh --run '--filter=ParquetSchemaTest.*' +./run-be-ut.sh --run '--filter=ParquetColumnReaderTest.*:NewParquetReaderTest.*:ParquetScanTest.*' +./run-be-ut.sh --run '--filter=TableReaderTest.*' +``` + +对重要重构或发布前验证，建议执行： + +```bash +./run-be-ut.sh --run '--filter=Parquet*:*TableReaderTest*' --coverage +``` + +如果本地工具链无法执行 UT，需要在提交说明或 PR 中明确说明失败原因，并在 CI 或可用环境补跑。 + +## 不建议的方式 + +1. 不建议用更多 schema-only case 替代真实读取 case。schema 正确不等于 reader 正确。 +2. 不建议只用 Arrow writer 动态生成文件证明 compatibility。兼容性问题通常来自非 Arrow writer。 +3. 不建议把所有复杂类型组合塞进一个巨大 fixture 后只断言少量输出。失败定位困难，覆盖意图不清晰。 +4. 不建议把内部 def/rep level 边界全部放到 SQL regression。执行慢、定位差、难覆盖异常路径。 +5. 不建议用 100% line coverage 作为合入门槛。更合理的是 changed branch coverage + 风险矩阵覆盖。 + +## 最小落地计划 + +第一阶段只需要完成 P0： + +1. 新增 `parquet_nested_materializer_test.cpp`，覆盖 list/map def/rep 核心正常和异常路径。 +2. 新增 `be/test/exec/test_data/parquet_v2_compat/README.md` 和 4 到 6 个小型 golden parquet 文件。 +3. 新增 `parquet_compat_corpus_test.cpp`，对 golden 文件做 schema/full read/projection/skip/select 断言。 +4. 将现有 `parquet_schema_test.cpp` 中 LIST/MAP schema case 整理为 table-driven 或至少按类别分组。 + +完成第一阶段后，才能较有信心地说 new parquet reader 的关键逻辑有有效测试保护；否则当前 UT 只能证明主路径和部分 schema 分支，不能充分发现 legacy compatibility 和 complex materialization 的问题。 diff --git a/docs/parquet-list-map-compat-design.md b/docs/parquet-list-map-compat-design.md new file mode 100644 index 00000000000000..a02ca6e822aaf0 --- /dev/null +++ b/docs/parquet-list-map-compat-design.md @@ -0,0 +1,664 @@ +# Parquet LIST/MAP Compatibility Design + +本文描述如何参考 Arrow Parquet 的 LIST/MAP 兼容策略，在 Doris new parquet reader 中支持更多 Parquet 标准和 legacy 复杂类型 schema。 + +目标不是改变 `ListColumnReader` / `MapColumnReader` 的读取模型，而是在 schema 构建阶段把不同物理 schema 归一化成 Doris 当前 reader 可以消费的统一 `ParquetColumnSchema` tree。 + +## 背景 + +Parquet 的复杂类型是通过 group schema、logical/converted annotation、definition levels 和 repetition levels 共同表达的。 + +标准 LIST/MAP schema 比较明确，但历史 writer 产生过多种 legacy 形态。例如 LIST 可能缺少标准 `list.element` wrapper，MAP entry group 可能叫 `key_value`、`entries` 或其它名字。 + +Arrow C++ 的处理思路是： + +1. 在 Parquet schema conversion 阶段识别标准和 legacy schema。 +2. 将这些 schema 归一化为 Arrow `ListType` / `MapType` / `StructType`。 +3. 后续 reader 只消费归一化后的 nested field tree，不在读取阶段继续判断 legacy schema 名字。 + +Doris new parquet reader 应采用相同边界： + +1. `parquet_column_schema.cpp` 负责兼容不同 LIST/MAP physical schema。 +2. `ParquetColumnSchema` 输出统一的 LIST/MAP child tree。 +3. `ListColumnReader` / `MapColumnReader` / `ParquetLeafReader` 不感知 legacy schema 形态。 + +## 当前 Doris 限制 + +当前 `build_node_schema()` 的 LIST 分支只支持标准 3-level LIST： + +```text +optional group a (LIST) { + repeated group list { + optional int32 element; + } +} +``` + +当前限制： + +- outer LIST group 必须只有一个 child。 +- repeated child 必须是 group。 +- repeated group 必须只有一个 child。 +- 不支持 repeated primitive list。 +- 不支持 repeated group 多字段 struct element。 +- 不支持 `array` / `_tuple` 这类 legacy structural name。 + +当前 MAP 分支支持标准 MAP 结构： + +```text +optional group m (MAP) { + repeated group key_value { + required binary key; + optional int32 value; + } +} +``` + +当前限制： + +- outer MAP group 必须只有一个 child。 +- entry child 必须 repeated group。 +- entry group 必须正好两个 children。 +- key 必须 required。 +- 不支持 key-only map。 +- 不支持没有 repeated entry layer 的非标准 MAP。 + +## 设计原则 + +1. 兼容逻辑只放在 schema 构建阶段。 +2. reader 层继续消费统一 schema tree。 +3. 不支持会改变 reader model 的格式，例如没有 repeated entry layer 的 MAP。 +4. 第一阶段不支持 key-only map，因为 Doris `ColumnMap` 需要 values column。 +5. 对容易误判的 schema 保持严格，避免把普通 struct 错解析成 LIST/MAP。 +6. 支持范围对齐 Arrow 的稳定 legacy compatibility 规则，而不是无限放宽。 + +MAP projection 语义也保持收敛： + +- partial MAP projection 只表示 value subtree pruning，例如 `MAP>` 投影 `value.b` 后输出 `MAP>`。 +- key 不作为可裁剪 projection 子树。reader 始终读取完整 key stream，因为 key stream 决定 entry existence、offsets，并且 key 本身承载 MAP 的 key equality 语义。 +- schema projection 重建 `DataTypeMap` 时保留原始 key type，只根据 projected value child 重建 value type。 + +## LIST 兼容规则 + +对于 outer group annotated as `LIST`： + +```text +optional group a (LIST) { + repeated ... repeated_child; +} +``` + +先要求： + +- outer LIST group 必须只有一个 child。 +- child 必须是 repeated。 + +然后根据 repeated child 形态判断 element schema node。 + +### 1. 标准 3-level LIST + +```text +optional group a (LIST) { + repeated group list { + optional int32 element; + } +} +``` + +解析： + +- repeated child 是 wrapper。 +- element 是 wrapper 的唯一 child：`list.element`。 +- `ParquetColumnSchema(LIST).children[0]` 指向 element schema。 + +### 2. Repeated primitive legacy LIST + +```text +optional group a (LIST) { + repeated int32 element; +} +``` + +解析： + +- repeated primitive 本身是 element。 +- element 本身不 nullable，因为 repeated primitive 不提供额外 optional element level。 +- array 自身 nullable 仍由 outer LIST group 决定。 + +### 3. Repeated group as struct element + +```text +optional group a (LIST) { + repeated group element { + optional int32 x; + optional binary y; + } +} +``` + +解析： + +- repeated group 有多个 children。 +- repeated group 本身是 element。 +- element type 是 `STRUCT`。 + +### 4. Legacy structural name + +Arrow 会将某些名字视作 structural element，而不是标准 wrapper。 + +```text +optional group a (LIST) { + repeated group array { + optional int32 item; + } +} +``` + +```text +optional group a (LIST) { + repeated group a_tuple { + optional int32 item; + } +} +``` + +解析： + +- repeated group 名为 `array`，或名为 `_tuple`。 +- repeated group 本身是 element。 +- 即使它只有一个 child，也不要剥掉这一层。 + +### 5. One-child repeated group wrapper + +```text +optional group a (LIST) { + repeated group list { + optional int32 element; + } +} +``` + +如果 repeated group 只有一个 child，且不是 legacy structural name，则按 wrapper 处理： + +- element 是 repeated group 的唯一 child。 + +但这里不能只按 child 数量判断。需要额外保持 Arrow / parquet-format 的 backward compatibility 规则： + +- 如果 repeated group 自身带 `LIST` 或 `MAP` annotation，则 repeated group 本身是 element，不剥 wrapper。 +- 如果 repeated group 的唯一 child 也是 repeated，则 repeated group 本身是 element，不剥 wrapper。 +- 只有当 repeated group 无 logical annotation、唯一 child 非 repeated、且不是 legacy structural name 时，才把它当作标准 wrapper 剥掉。 + +这样可以避免把 two-level `List>`、two-level `List>` 或单字段 repeated struct element 错解析成少一层的结构。 + +## LIST schema resolver + +建议在 `parquet_column_schema.cpp` 中新增 helper： + +```cpp +struct ListElementResolution { + const parquet::schema::Node* repeated_node = nullptr; + const parquet::schema::Node* element_node = nullptr; + SchemaBuildContext repeated_context; + SchemaBuildContext element_context; + bool element_is_repeated_node = false; +}; + +Status resolve_list_element_node( + const parquet::SchemaDescriptor& schema, + const parquet::schema::GroupNode& list_group, + const SchemaBuildContext& list_context, + ListElementResolution* result); +``` + +Resolver 逻辑： + +```text +if list_group.field_count != 1: + reject + +repeated_node = list_group.field(0) +if !repeated_node.is_repeated: + reject + +repeated_context = child_context(list_context, repeated_node, 0) + +if repeated_node.is_primitive: + element_node = repeated_node + element_context = repeated_context + element_is_repeated_node = true + return + +repeated_group = as_group(repeated_node) +if repeated_group.field_count == 0: + reject + +if repeated_group.field_count > 1: + element_node = repeated_node + element_context = repeated_context + element_is_repeated_node = true + return + +if has_structural_list_name(list_group.name, repeated_group.name): + element_node = repeated_node + element_context = repeated_context + element_is_repeated_node = true + return + +if repeated_group has LIST or MAP annotation: + element_node = repeated_node + element_context = repeated_context + element_is_repeated_node = true + return + +only_child = repeated_group.field(0) +if only_child.is_repeated: + element_node = repeated_node + element_context = repeated_context + element_is_repeated_node = true + return + +element_node = only_child +element_context = child_context(repeated_context, only_child, 0) +element_is_repeated_node = false +``` + +`has_structural_list_name()` 对齐 Arrow 的 legacy rule： + +```text +name == "array" || name == list_name + "_tuple" +``` + +## LIST schema build + +`build_node_schema()` 的 LIST 分支改为： + +```text +resolve_list_element_node(...) + +column_schema.kind = LIST +column_schema.definition_level = repeated_context.definition_level +column_schema.repetition_level = repeated_context.repetition_level +column_schema.repeated_repetition_level = repeated_context.repeated_repetition_level + +build child schema from resolved element_node and element_context +column_schema.type = nullable_if_needed(DataTypeArray(child.type), list_node) +column_schema.children = [child] +propagate_child_levels(column_schema) +``` + +### repeated group itself as element + +当 element 是 repeated group 本身时，需要注意不要把这个 repeated group 再解释成一层 LIST。 + +预期效果： + +```text +optional group a (LIST) { + repeated group element { + optional int32 x; + optional binary y; + } +} +``` + +应构造成： + +```text +LIST + child: STRUCT +``` + +而不是： + +```text +LIST + child: LIST or extra repeated container +``` + +实现上可以新增一个 internal build mode： + +```cpp +enum class SchemaBuildMode { + NORMAL, + REPEATED_GROUP_AS_LIST_ELEMENT, +}; +``` + +当 mode 是 `REPEATED_GROUP_AS_LIST_ELEMENT`： + +- 当前 repeated group 作为 element 本身构造成 STRUCT 或 annotated logical type。 +- 它的 repeated level 已经由 list entry 层消费，不再把 repeated 当作额外 array 层。 +- 如果当前 repeated group 是普通 group，则构造成 `STRUCT` element。 +- 如果当前 repeated group 带 `LIST` annotation，则继续按 LIST 解析它的 child repeated layer，构造成 nested list element。 +- 如果当前 repeated group 带 `MAP` 或 `MAP_KEY_VALUE` annotation，则继续按 MAP 解析它的 child repeated entry layer，构造成 map element。 +- 构造当前 element schema 时，不得再次因为“当前节点本身是 repeated”引入隐式 list；只有它内部的 child repeated layer 才能产生下一层 list/map repetition 语义。 + +如果希望保持改动更小，也可以新增专用函数： + +```cpp +Status build_repeated_group_as_list_element_schema(...); +``` + +该函数至少需要处理 repeated group 作为普通 struct element 的场景；如果选择不用通用 build mode，则还需要显式覆盖 repeated group annotated as LIST/MAP 的场景。 + +## MAP 兼容规则 + +对于 outer group annotated as `MAP` 或 legacy `MAP_KEY_VALUE`： + +```text +optional group m (MAP) { + repeated group entries { + required binary key; + optional int32 value; + } +} +``` + +支持： + +- 只有 outer group 带 `MAP` / `MAP_KEY_VALUE` annotation 时，才进入 MAP 兼容解析。 +- entry group 名字可以是 `key_value`、`entries` 或其它。 +- key/value 字段名不强制必须叫 `key` / `value`。 +- 第一个 child 是 key。 +- 第二个 child 是 value。 +- key 必须 required。 +- value 可以 required 或 optional。 + +不支持： + +- outer MAP group 多个 children。 +- entry child 非 repeated。 +- entry child 是 primitive。 +- entry group 没有 value，即 key-only map。 +- 没有 repeated entry layer 的 MAP。 +- nullable key。 + +## MAP schema resolver + +建议新增 helper： + +```cpp +struct MapEntryResolution { + const parquet::schema::GroupNode* entry_group = nullptr; + SchemaBuildContext entry_context; +}; + +Status resolve_map_entry_group( + const parquet::schema::GroupNode& map_group, + const SchemaBuildContext& map_context, + MapEntryResolution* result); +``` + +Resolver 逻辑： + +```text +if map_group.field_count != 1: + reject + +entry_node = map_group.field(0) +if !entry_node.is_repeated: + reject +if entry_node.is_primitive: + reject + +entry_group = as_group(entry_node) +if entry_group.field_count != 2: + reject + +key_node = entry_group.field(0) +value_node = entry_group.field(1) +if key_node.repetition != REQUIRED: + reject + +entry_context = child_context(map_context, entry_node, 0) +return +``` + +## MAP schema build + +`build_node_schema()` 的 MAP 分支应和 LIST 一样在 schema 构建阶段折叠物理 wrapper。 +`key_value` / `entries` / 任意合法 entry group 只用于解析 repeated entry level，不出现在 +最终 `ParquetColumnSchema.children` 中： + +```text +MAP + child[0]: key + child[1]: value +``` + +构造流程： + +```text +resolve_map_entry_group(...) + +column_schema.kind = MAP +column_schema.definition_level = entry_context.definition_level +column_schema.repetition_level = entry_context.repetition_level +column_schema.repeated_repetition_level = entry_context.repeated_repetition_level + +build key child from entry_group.field(0) +build value child from entry_group.field(1) + +column_schema.type = nullable_if_needed(DataTypeMap(nullable(key.type), nullable(value.type)), map_node) +column_schema.children = [key_schema, value_schema] +propagate_child_levels(column_schema) +``` + +这里保持 `MapColumnReader` 的直接 key/value 假设： + +- `column_schema.children[0]` 是 key。 +- `column_schema.children[1]` 是 value。 +- MAP node 自身保存 entry repeated group 的 `definition_level` / `repetition_level` / + `repeated_repetition_level`，用于 materialize offsets、null map 和 empty map。 + +注意：`DataTypeMap` 中把 key type 包成 nullable 是 Doris nested column materialization 的内部类型约定，不代表 Parquet nullable key 被支持。Schema resolver 仍必须在 `key_node.repetition != REQUIRED` 时 reject。 + +## 不支持 key-only map 的原因 + +Key-only map 可能长这样： + +```text +optional group m (MAP) { + repeated group entries { + required binary key; + } +} +``` + +理论上可以解释为 set-like map 或 `MAP`，但 Doris `ColumnMap` 需要 keys column 和 values column。 + +若要支持，需要额外设计： + +- synthetic null value schema。 +- constant-null value reader。 +- `MapColumnReader` value stream 缺失时的特殊路径。 + +这会改变 reader tree，不属于本次 schema compatibility 的最小范围。因此第一阶段明确 reject。 + +## 不支持 no-entry MAP 的原因 + +No-entry MAP 可能长这样： + +```text +optional group m (MAP) { + required binary key; + optional int32 value; +} +``` + +它缺少 repeated entry layer，因此没有 repetition level 可以表达多个 map entries，也无法生成 Doris `ColumnMap` offsets。 + +这不是标准 MAP，也不是 Arrow 主要兼容的 legacy 形态。第一阶段应 reject。 + +## 对 reader 层的影响 + +预期不修改 reader 层核心逻辑。 + +保持： + +- `ListColumnReader` 只读取 `column_schema.children[0]` 作为 element reader。 +- `MapColumnReader` 读取 `column_schema.children[0/1]` 作为 key/value reader。 +- `MapColumnReader` 对 partial MAP projection 只接受 value child projection，显式 key child projection 应 reject；即使只裁剪 value，reader 也必须完整读取 key stream。 +- `ParquetLeafReader` 只负责 leaf records/levels/values 读取和 batch materialization。 +- `nested_column_materializer.*` 只负责 Doris nested Column 构造 helper。 + +风险点在 LIST repeated group as element： + +- 如果该 repeated group 是 struct element，需要确保 schema builder 不把 repeated group 再解释成一个额外 repeated container。 +- 这个风险应通过专用 build mode 或专用 helper 解决。 + +## 错误处理策略 + +错误信息应明确指出具体 unsupported schema 原因： + +- LIST outer group child count invalid。 +- LIST child is not repeated。 +- LIST repeated group has no child。 +- MAP outer group child count invalid。 +- MAP entry is not repeated group。 +- MAP entry child count is not 2。 +- MAP key is nullable。 + +不要用过于笼统的 `Unsupported parquet LIST encoding` 覆盖所有错误，否则后续排查文件兼容性问题会困难。 + +## 测试计划 + +### LIST 正例 + +1. 标准 3-level LIST： + +```text +optional group a (LIST) { + repeated group list { + optional int32 element; + } +} +``` + +2. Repeated primitive legacy LIST： + +```text +optional group a (LIST) { + repeated int32 element; +} +``` + +3. Repeated group struct element： + +```text +optional group a (LIST) { + repeated group element { + optional int32 x; + optional binary y; + } +} +``` + +4. Legacy `array` name： + +```text +optional group a (LIST) { + repeated group array { + optional int32 item; + } +} +``` + +5. Legacy `_tuple` name： + +```text +optional group a (LIST) { + repeated group a_tuple { + optional int32 item; + } +} +``` + +6. Repeated group annotated as nested LIST： + +```text +optional group a (LIST) { + repeated group array (LIST) { + repeated int32 array; + } +} +``` + +预期解析为 `ARRAY>`，不要剥掉 `array (LIST)` 这一层。 + +7. Repeated group annotated as MAP： + +```text +optional group a (LIST) { + repeated group array (MAP) { + repeated group key_value { + required binary key; + optional int32 value; + } + } +} +``` + +预期解析为 `ARRAY>`，不要剥掉 `array (MAP)` 这一层。 + +8. One-child repeated group whose child is repeated： + +```text +optional group a (LIST) { + repeated group element { + repeated int32 items; + } +} +``` + +预期 repeated group 本身是 struct element，解析为 `ARRAY>>`，不要把 `items` 提升成 list element。 + +### LIST 反例 + +1. outer LIST group 多 child。 +2. outer LIST child 非 repeated。 +3. repeated group 无 child。 +4. repeated LIST-annotated outer group，除非它作为 another two-level LIST 的 element 被专门支持。 + +### MAP 正例 + +1. 标准 `key_value` entry group。 +2. `entries` entry group name。 +3. entry group 任意名字，但结构为 repeated group with required key and value。 +4. `MAP_KEY_VALUE` legacy converted type。 +5. key/value 字段名非 `key`/`value`，但位置正确。 + +### MAP 反例 + +1. nullable key。 +2. outer MAP group 多 child。 +3. entry child 非 repeated。 +4. entry child 是 primitive。 +5. key-only map。 +6. no-entry MAP。 + +## 实施步骤 + +1. 在 `parquet_column_schema.cpp` 增加 LIST helper： + - `has_structural_list_name()` + - `resolve_list_element_node()` + - 必要时增加 repeated group as element 的 build helper。 +2. 改造 LIST 分支，输出统一 `ParquetColumnSchemaKind::LIST` schema tree。 +3. 增加 LIST schema/unit/regression 测试。 + - 覆盖 repeated primitive、multi-field struct element、`array` / `_tuple` structural name。 + - 覆盖 two-level `List>`、two-level `List>`、单 child repeated group 且 child repeated 的 struct element。 + - read 测试至少覆盖 null list、empty list、单元素、多元素，验证 def/rep materialization。 +4. 增加 MAP helper： + - `resolve_map_entry_group()` +5. 改造 MAP 分支，放宽 entry group 名字限制，但保持 key/value 结构严格，并在 schema build 阶段折叠 entry wrapper，输出 `MAP -> key,value`。 +6. 增加 MAP schema/unit/regression 测试。 + - 覆盖 entry group 名字兼容。 + - 覆盖 `ParquetColumnSchema(MAP).children == [key, value]`。 + - 覆盖 partial MAP projection 只允许 value child，key child projection reject。 +7. 如后续确有需求，再单独设计 key-only map 或 key subtree projection 支持。 + +## 预期收益 + +- 支持更多由 Arrow、Spark、Hive、旧 Parquet writer 产生的 LIST/MAP schema。 +- 兼容逻辑集中在 schema builder，reader 层保持稳定。 +- 为后续 complex parquet reader 的兼容性测试建立清晰边界。 diff --git a/fe/fe-core/src/main/java/org/apache/doris/datasource/paimon/source/PaimonScanNode.java b/fe/fe-core/src/main/java/org/apache/doris/datasource/paimon/source/PaimonScanNode.java index 17a742b835a4fb..27698c2d1f9700 100644 --- a/fe/fe-core/src/main/java/org/apache/doris/datasource/paimon/source/PaimonScanNode.java +++ b/fe/fe-core/src/main/java/org/apache/doris/datasource/paimon/source/PaimonScanNode.java @@ -47,6 +47,7 @@ import org.apache.doris.thrift.TFileRangeDesc; import org.apache.doris.thrift.TPaimonDeletionFileDesc; import org.apache.doris.thrift.TPaimonFileDesc; +import org.apache.doris.thrift.TPaimonReaderType; import org.apache.doris.thrift.TPushAggOp; import org.apache.doris.thrift.TTableFormatFileDesc; @@ -262,8 +263,10 @@ private void setPaimonParams(TFileRangeDesc rangeDesc, PaimonSplit paimonSplit) rangeDesc.setFormatType(TFileFormatType.FORMAT_JNI); // Use Paimon native serialization for paimon-cpp reader if (sessionVariable.isEnablePaimonCppReader() && split instanceof DataSplit) { + fileDesc.setReaderType(TPaimonReaderType.PAIMON_CPP); fileDesc.setPaimonSplit(PaimonUtil.encodeDataSplitToString((DataSplit) split)); } else { + fileDesc.setReaderType(TPaimonReaderType.PAIMON_JNI); fileDesc.setPaimonSplit(PaimonUtil.encodeObjectToString(split)); } // Set table location for paimon-cpp reader @@ -274,6 +277,7 @@ private void setPaimonParams(TFileRangeDesc rangeDesc, PaimonSplit paimonSplit) rangeDesc.setSelfSplitWeight(paimonSplit.getSelfSplitWeight()); } else { // use native reader + fileDesc.setReaderType(TPaimonReaderType.PAIMON_NATIVE); if (fileFormat.equals("orc")) { rangeDesc.setFormatType(TFileFormatType.FORMAT_ORC); } else if (fileFormat.equals("parquet")) { diff --git a/fe/fe-core/src/main/java/org/apache/doris/datasource/property/fileformat/ParquetFileFormatProperties.java b/fe/fe-core/src/main/java/org/apache/doris/datasource/property/fileformat/ParquetFileFormatProperties.java index 9c4d5f2ae494fd..c717f4e952ae32 100644 --- a/fe/fe-core/src/main/java/org/apache/doris/datasource/property/fileformat/ParquetFileFormatProperties.java +++ b/fe/fe-core/src/main/java/org/apache/doris/datasource/property/fileformat/ParquetFileFormatProperties.java @@ -61,7 +61,7 @@ public class ParquetFileFormatProperties extends FileFormatProperties { private TParquetCompressionType parquetCompressionType = TParquetCompressionType.SNAPPY; private boolean parquetDisableDictionary = false; private TParquetVersion parquetVersion = TParquetVersion.PARQUET_1_0; - private boolean enableInt96Timestamps = true; + private boolean enableInt96Timestamps = false; public ParquetFileFormatProperties() { super(TFileFormatType.FORMAT_PARQUET, FileFormatProperties.FORMAT_PARQUET); diff --git a/fe/fe-core/src/main/java/org/apache/doris/qe/SessionVariable.java b/fe/fe-core/src/main/java/org/apache/doris/qe/SessionVariable.java index d017b921efd79e..4b72bdf3390c56 100644 --- a/fe/fe-core/src/main/java/org/apache/doris/qe/SessionVariable.java +++ b/fe/fe-core/src/main/java/org/apache/doris/qe/SessionVariable.java @@ -96,6 +96,7 @@ public class SessionVariable implements Serializable, Writable { public static final String SCAN_QUEUE_MEM_LIMIT = "scan_queue_mem_limit"; public static final String MAX_SCANNERS_CONCURRENCY = "max_scanners_concurrency"; public static final String MAX_FILE_SCANNERS_CONCURRENCY = "max_file_scanners_concurrency"; + public static final String ENABLE_FILE_SCANNER_V2 = "enable_file_scanner_v2"; public static final String MIN_SCANNERS_CONCURRENCY = "min_scanners_concurrency"; public static final String MIN_FILE_SCANNERS_CONCURRENCY = "min_file_scanners_concurrency"; public static final String MIN_SCAN_SCHEDULER_CONCURRENCY = "min_scan_scheduler_concurrency"; @@ -1137,6 +1138,11 @@ public static double getHotValueThreshold() { "FileScanNode 扫描数据的最大并发，默认为 16", "The max threads to read data of FileScanNode, default 16"}) public int maxFileScannersConcurrency = 16; + @VarAttrDef.VarAttr(name = ENABLE_FILE_SCANNER_V2, needForward = true, description = { + "开启后 FileScanNode 会在支持的查询场景使用 FileScannerV2，默认关闭", + "When enabled, FileScanNode uses FileScannerV2 for supported query scans. Disabled by default."}) + public boolean enableFileScannerV2 = true; + @VarAttrDef.VarAttr(name = LOCAL_EXCHANGE_FREE_BLOCKS_LIMIT) public int localExchangeFreeBlocksLimit = 4; @@ -2940,10 +2946,9 @@ public static boolean isEagerAggregationOnJoin() { public static final String ENABLE_MC_LIMIT_SPLIT_OPTIMIZATION = "enable_mc_limit_split_optimization"; @VarAttrDef.VarAttr( name = ENABLE_EXTERNAL_TABLE_BATCH_MODE, - fuzzy = true, description = {"使能外表的 batch mode 功能", "Enable the batch mode function of the external table."}, needForward = true) - public boolean enableExternalTableBatchMode = true; + public boolean enableExternalTableBatchMode = false; @VarAttrDef.VarAttr( name = ENABLE_MC_LIMIT_SPLIT_OPTIMIZATION, @@ -3907,13 +3912,6 @@ private void setFuzzyForCatalog(Random random) { this.hiveTextCompression = Util.getRandomString( "gzip", "defalte", "bzip2", "zstd", "lz4", "lzo", "snappy", "plain"); - // batch mode - this.enableExternalTableBatchMode = random.nextBoolean(); - if (this.enableExternalTableBatchMode) { - this.numPartitionsInBatchMode = Util.getRandomInt(0, 1024, Integer.MAX_VALUE); - this.numFilesInBatchMode = Util.getRandomInt(0, 1024, Integer.MAX_VALUE); - } - // common this.enableCountPushDownForExternalTable = random.nextBoolean(); } @@ -5473,6 +5471,7 @@ public TQueryOptions toThrift() { tResult.setScanQueueMemLimit(maxScanQueueMemByte); tResult.setMaxScannersConcurrency(maxScannersConcurrency); tResult.setMaxFileScannersConcurrency(maxFileScannersConcurrency); + tResult.setEnableFileScannerV2(enableFileScannerV2); tResult.setMaxColumnReaderNum(maxColumnReaderNum); tResult.setParallelPrepareThreshold(parallelPrepareThreshold); tResult.setMinScannersConcurrency(minScannersConcurrency); diff --git a/fe/fe-core/src/test/java/org/apache/doris/datasource/property/fileformat/ParquetFileFormatPropertiesTest.java b/fe/fe-core/src/test/java/org/apache/doris/datasource/property/fileformat/ParquetFileFormatPropertiesTest.java index 370e4965765854..7cbe740da7508d 100644 --- a/fe/fe-core/src/test/java/org/apache/doris/datasource/property/fileformat/ParquetFileFormatPropertiesTest.java +++ b/fe/fe-core/src/test/java/org/apache/doris/datasource/property/fileformat/ParquetFileFormatPropertiesTest.java @@ -47,6 +47,7 @@ public void testAnalyzeFileFormatProperties() { Assert.assertEquals(TParquetCompressionType.SNAPPY, parquetFileFormatProperties.getParquetCompressionType()); Assert.assertEquals(false, parquetFileFormatProperties.isParquetDisableDictionary()); + Assert.assertFalse(parquetFileFormatProperties.isEnableInt96Timestamps()); } @Test @@ -139,6 +140,7 @@ public void testFullTResultFileSinkOptions() { parquetFileFormatProperties.fullTResultFileSinkOptions(sinkOptions); Assert.assertEquals(parquetFileFormatProperties.getParquetCompressionType(), sinkOptions.getParquetCompressionType()); Assert.assertEquals(parquetFileFormatProperties.isParquetDisableDictionary(), sinkOptions.isParquetDisableDictionary()); + Assert.assertEquals(parquetFileFormatProperties.isEnableInt96Timestamps(), sinkOptions.isEnableInt96Timestamps()); } @Test diff --git a/gensrc/thrift/Exprs.thrift b/gensrc/thrift/Exprs.thrift index c17199d74edf91..a17cd140c93418 100644 --- a/gensrc/thrift/Exprs.thrift +++ b/gensrc/thrift/Exprs.thrift @@ -88,6 +88,10 @@ enum TExprNodeType { TRY_CAST_EXPR = 41 // for search DSL function SEARCH_EXPR = 42, + // Normal predicate expression + PREDICATE = 43, + // Normal literal + LITERAL = 44, } //enum TAggregationOp { diff --git a/gensrc/thrift/Opcodes.thrift b/gensrc/thrift/Opcodes.thrift index 1e4002357e7599..a2d709799482eb 100644 --- a/gensrc/thrift/Opcodes.thrift +++ b/gensrc/thrift/Opcodes.thrift @@ -97,4 +97,6 @@ enum TExprOpcode { MATCH_REGEXP = 76, MATCH_PHRASE_EDGE = 77, TRY_CAST = 78, + // Delete operator from Iceberg/Paimon + DELETE = 79, } diff --git a/gensrc/thrift/PaloInternalService.thrift b/gensrc/thrift/PaloInternalService.thrift index 0d8618dbc78a0f..5ace9d75e24c08 100644 --- a/gensrc/thrift/PaloInternalService.thrift +++ b/gensrc/thrift/PaloInternalService.thrift @@ -505,6 +505,7 @@ struct TQueryOptions { // In read path, read from file cache or remote storage when execute query. 1000: optional bool disable_file_cache = false 1001: optional i32 file_cache_query_limit_percent = -1 + 1002: optional bool enable_file_scanner_v2 = false } diff --git a/gensrc/thrift/PlanNodes.thrift b/gensrc/thrift/PlanNodes.thrift index 4f8826bdb3f6f4..86be200f778f1c 100644 --- a/gensrc/thrift/PlanNodes.thrift +++ b/gensrc/thrift/PlanNodes.thrift @@ -355,6 +355,12 @@ struct TPaimonDeletionFileDesc { 3: optional i64 length; } +enum TPaimonReaderType { + PAIMON_NATIVE = 0, + PAIMON_JNI = 1, + PAIMON_CPP = 2, +} + struct TPaimonFileDesc { 1: optional string paimon_split 2: optional string paimon_column_names @@ -372,6 +378,8 @@ struct TPaimonFileDesc { 14: optional string paimon_table // deprecated 15: optional i64 row_count // deprecated 16: optional i64 schema_id; // for schema change. + // Reader implementation for logical paimon split. Native file split uses range format type. + 17: optional TPaimonReaderType reader_type; } struct TTrinoConnectorFileDesc { diff --git a/regression-test/data/datatype_p0/nested_types/query/test_nested_types_insert_into_with_s3.out b/regression-test/data/datatype_p0/nested_types/query/test_nested_types_insert_into_with_s3.out index bbdb4fc636f4cd..baa6091ba84726 100644 --- a/regression-test/data/datatype_p0/nested_types/query/test_nested_types_insert_into_with_s3.out +++ b/regression-test/data/datatype_p0/nested_types/query/test_nested_types_insert_into_with_s3.out @@ -15,7 +15,7 @@ 0 [0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 0, 1, 1, 0, 1, 1, 0, 1, 1, 1, 1, 1, 0, 0, 1, 0, 1, 1, 1, 0, 0, 0, 1, 1, 1, 1, 1, 0, 0, 1, 1, 0, 1, 0, 1, 1, 0, 1, 1, 0, 1, 0, 1, 1, 1, 0, 1, 1, 1, 0, 0, 1, 0, 1, 0, 0, 1, 0, 0, 0, 1, 0, 1, 1, 0, 0, 0, 1, 0, 0, 0, 1, 1, 1, 0, 1, 0, 0, 1, 0, 0, 0, 1, 1, 1, 0, 0, 0] [-1083129163, -963910427, 1519845280, -1958563757, 1057667264, 886496321, 662551246, 126037819, -469806662, 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"E", "R", "n", "e", "V", "j", "s", "A", "y", "c", "p", "k", "m", "j", "5", "B", "w", "C", "B", "x", "R", "u", "h", "W", "0", "L", "8", "Q", "a", "1", "2", "T", "T", "H", "S", "e", "7", "e", "M", "p", "o", "D", "u"] ["0CJNVd-ntkSuwN-pr1-QPIf", "vTnLjn-zaCfZeu-YwY-JWiX", "zXZUVh-iXVMduO-izp-jCWK", "8tBfZt-kpifraF-hfy-cIc3", "lE1n99-LjC4qnK-jh9-YyF9", "y04PLB-m6H5Er4-PO6-4yaZ", "EpFV2h-No7y8Jx-f9P-5RRe", "UhbFcS-9d4VA0A-o5i-nsGp", "gFRsoR-tC4fhaS-FYv-0MQc", "kpvK6d-UsinsX8-a6r-vJSh", "4yY4xY-CUH2k6A-xLH-b5EU", "xUpLgz-spQH4sX-ACU-AErf", "RW0hgL-Ye5d3WM-RnJ-x8ty", "CoxG1m-TIeiFPH-aly-JCWL", "W7rrS8-4x5lkbQ-E3x-xf5o", "r4sKEV-1glhhn1-ZZy-NYqj", "XbfeMI-KBUNSlM-udV-OZNv", "9NB4xQ-fnG9WoK-xgV-Oe9z", "CJbqXW-cMJeKin-VcK-JGHF", "zBTIwi-aNdGN99-nYV-gmXT", "KcYWCu-KWuR0Be-iJj-GkEf", "dCC05T-GzgEjIQ-2tT-D8kT", "GtgKp5-sLqINNb-99U-0pvL", "BiFY6s-Hbpiibk-ZAI-cuSu", "xO2RTr-FHfpjT5-i2B-vKLP", "ebpC5y-2Uv4tIN-Oci-OoTr", "FhNaec-TVIjN1j-9Py-4Y2f", "DMEhUu-NDu8DpA-9bT-PDVJ", "QSQFCd-ijAg3Ip-tYh-Jfbx", "74QuZp-2eC0v0n-5J3-uhHF", "uWZX4Y-FeSBTaM-D28-EtUn", "xWmPbk-d0SVjLZ-Wi1-GW9e", "4Z7WZm-WfbrLzC-qmi-ibpz", "1TOcnb-17FBEqr-uxz-nD0f", "hb4e1Q-H8Jb8vV-UuA-AQnw", "gwKqGz-vu196ni-cPg-Th4q", "NraIKy-QGGhq2B-Jh3-sGUX", "ugwCcG-3IK4KW6-qEM-U9eg", "kGlx6o-9qZyYi6-A6P-UVjk", "5MoYkZ-QvuCAy9-ggI-Eu1T", "ZaoiD5-72hU1dF-147-YfWI", "OL0Ozv-ZNZVwWQ-Rdc-h3SG", "krLl22-S2lpKjA-m1t-2nc4", "Tsnarl-WENymfE-8SW-MBFZ", "mNx4Fz-rZztyMu-sVn-aK3j", "NkDptE-BSSWx6N-Kdb-2DZh", "q2alyU-DW3w0iv-FGm-cHU7", "fMRTpd-nHcz6UM-tRd-CeGH", "cc8USK-qPHzXS8-OKF-8CnA", "eexBD0-d3q2ntj-cSy-yPiw", "ZGTqzT-XOO4Bld-We8-ZApy", "H0MCum-2XJBrJD-ImR-yo4H", "Bl8esM-jsM5Rt4-dS9-hg4e", "9IAzUa-EB2T04J-V7T-RZ3B", "TEdd1o-Mai2Cqf-5ON-BBjg", "CDU7YU-bNMDfjb-TPj-R8a7", "0U15hA-XSvKUV5-asv-dwqK", "RVg75P-pxrRoOf-n8a-kTmU", "4nymO4-ZABlUHz-4ms-KbZh", "gskQtR-CGtFNDa-6uX-6ldR", "TBN0Jd-bzv7Wpm-GYs-vBtO", "dexEML-clFmnhq-ex5-fDbH", "PCpSTZ-WF75Nhg-dGm-vfy3", "p0w34e-N94LYbf-LMM-Fkxm", "PY1CDB-xzxstu4-dEu-y58a", "HHEGIE-9IhfQVj-gJj-tSzp", "xm4sJQ-siSK0td-FW5-fZVU", "Z2Wzsr-nyON0GO-BFJ-DT60", "GLiYB0-k4d36dO-ZGA-1uk5", "PUu2NA-ekpOh3I-TVd-0ozx", "JGHfN5-Qq3i4ZT-FCn-WCQ1", "ClUjbT-BSuyMbc-tx4-ZN2e", "XU6tHt-V9FPXb9-Scq-I8CH", "y64FQY-QrX02uU-rM9-RY74", "0hWgf2-ZE0dLNa-n7S-hc60", "R8H8gz-8pYLa1S-acc-R3mx", "G5a3YG-YdzRXTm-uuz-2IBX", "pMr0Fn-V0Z9WTo-zWl-wCqW", "MyXVLc-0aNpuCk-f5Z-lJCk", "PUuWn1-BazlKMC-5L7-xPaq", "v5bNTG-F1SrFgZ-QGb-hxfu", "yGpwea-80jkdCu-yUp-C92X", "gRkMld-T5KSNLT-2Jp-mHKu", "CfTrCO-uthvdUO-G6p-ZQLj", "iZOMbJ-5pIwCBz-n0n-na8g", "ECJ152-3rLPTdp-wiR-KduZ", "txjbN7-tSK3Jpn-KR3-y240", "xQVMW9-EToUBru-BuF-5PN7", "rLgAIM-d15SeAO-Rs7-GQ0o", "HUd1Gb-SrnFapZ-zZ6-wpGJ", "am3AeJ-vA7aU0v-Ikm-loV2", "siWkhR-Ihsn9LL-TPr-wzb1", "yuubpq-x9a5GYt-T9z-BmU1", "d4micO-Wb9sdKH-OtX-0k0S", "GNwEj1-fEyMhZF-4y3-WGtq", "ltxbSS-g8Pi0cj-rC1-uTVK", "6GGzkw-kMY1sLS-2dl-UKwY", "djWvhL-GXgtFQs-WDb-EuPY", "vgcGpS-e1BKXTH-J2L-QoHS", "i4XgyL-b9ONMSn-J4I-FiiY"] ["t87zLX-jemulIC-Pyk-iK2J", "xKjggt-ytLFZry-ZyE-2K2R", "jYtmPJ-WfHGED9-OT0-Z6wl", "3jab58-WWFrigS-kAp-gEYD", "emH8UJ-dcKYfq2-Wnm-5bNu", "1pQRg3-cgXqyO7-K9O-C2zf", "D2nu47-8kbVaUe-tjm-HRot", "QeguoC-dBaOTXE-kU1-bdSD", "hkULS3-qDyWE9E-K2I-yZPm", "3dWlu4-iNuGvgn-YTg-H9xM", "tLRdd2-p11NLmb-vec-Ob7Y", "87cy4q-9IQEpBP-Sfc-49nt", "SqagMZ-Dgz6rnH-tUM-MBGM", "iJ5G13-3VS0dYu-Igy-Om70", "UElVzz-ZRHRnHs-Dww-MpxS", "aHrX6v-rv5tiYG-zuX-s1fh", "HmVrIx-RaoEZQx-Awj-WB0e", "nursBz-jN4oiWM-Ekl-fFP0", "4pm8ID-EjmZ7An-pIz-iBjk", "QIgKXU-4oOKsGm-YYh-a3rN", "1AFcRe-kXwpFm4-TLE-AEgS", "90ySSM-TW6UPJ3-qpD-rVj6", "CtQPU9-3X3gaF7-G5z-QvuM", "dPDTv6-5EmLSlj-hNP-a4K9", "rgvygv-fSs4hhV-pIl-EdgZ", "JyN4zN-7QHqYDi-t1D-QITF", "DmiadC-ASD3Xsh-IAi-vB5G", "6IuyBt-i4SjX4S-ns6-tgf7", "lyIm3S-uDQVedy-JcK-hmqB", "Suon7k-Sdii4Tv-m3C-Ht3y", "oU5wd9-kWfO5LQ-pTk-5Dst", "dsIuql-FPVErw3-6du-29ac", "nkWCrQ-U71J8zU-CfQ-tKQ0", "vDGEeO-VRvwGo3-fH5-ky39", "EXwWjC-bgBQEZj-tV7-f0DD", "xY8LpO-TvFLe22-qyV-HSNR", "qcApGj-xpcK8aD-6qi-ftoF", "pALMGb-TmIhzFf-ShN-74Y4", "CVoE2k-cHlBGX5-otk-lRwQ", "JM0LFr-05RBGmD-MR9-XEOZ", "zbKpBD-qwR42Ey-9iH-5qjJ", "vBrHeN-cQQacbU-jYR-LHja", "0AKsDf-MUcaohI-q5x-Viyw", "weyphx-hx6OaoS-8TX-qm6M", "GFUx9n-1Tsm7e9-Jdl-vl4y", "g63rFl-4I1TxfH-z0n-yhT9", "iybiad-6HLtH2m-3pe-fZSQ", "Y1i7ay-Rfwi02M-Iqx-VaYp", "W9P94W-YZiD1Xo-tpg-V4LM", "ZbSEDP-fYVBpZX-HUp-4OMU", "wacCs5-1YFTVoX-CGn-gHXX", "rLQLGi-9wAAgj4-1RM-ZEuJ", "qSznRN-Uo0w9AC-3X7-p9Q7", "SE3Te8-64oSqux-YBh-vr86", "1NFvVt-Rwty49k-mCH-j2cp", "hKVS3u-u5DlEA3-6p3-S4qm", "m43IkM-IX5jao7-Sn3-kSRa", "0ZM2ZH-FaqKxvF-sWM-ybx5", "mCzmbN-FI4GsiL-0Nx-dS8A", "JABYwD-qzRRnLD-qJH-HpIw", "kFV1y3-EKDjeWQ-TdG-638o", "xZSYoN-TxGcAaG-Vfr-8R2g", "venxPE-383ub7q-UZD-ZTdi", "hAKdgn-MhbjHXg-p6H-Jb15", "aHg2Rz-zXopW3J-y3E-Keaq", "fAi6zh-nP7Rtji-LgL-pa3E", "aZGmhQ-EJXwLBv-0IS-Y6On", "7BiW14-ILRIUbl-ZM7-DkgF", "yafVfM-nDdmLRb-F6W-PrmC", "bpqHXd-DeZ7aNS-aSv-ZY4y", "t4lWt1-o1LF6A3-6cN-rnZu", "ed3C6z-1uv8JXX-kNx-uwL0", "DPaAhG-Zu8U1yN-9Gn-HGGe", "SBzHxT-mk0v04c-QTZ-GSUW", "bXrAn0-FGhml73-eUP-Opqq", "LDuXbY-Q1ogqY6-Qjn-YzHx", "D5dRpH-QdoVq88-L8P-2QAz", "GoAyBw-X3TxALe-isJ-GBbW", "Vd6kj9-02sLSMg-tMc-x6Yo", "Ub5ZsF-WZm2fzg-euQ-oMDe", "SQssLj-UfZfYDR-RSo-VeaX", "qP12UW-e20MpeS-NFt-ikti", "HXPpiW-6719KKu-VEn-hMB7", "fhNgN4-NHhe1Tc-6fA-SQFN", "UIA1aa-6vaTZVm-HcS-sYJx", "fr0FfQ-EzCnETV-8gh-Fzjn", "N3rZJX-WpF73xe-3tq-lnre", "pTlSmc-zBubMIc-8TO-JFZz", "AY5Bpd-mwYXBwd-3M4-SMMB", "gx3bLx-LWkZBua-xnv-cc03", "XAjYts-2CkHCCv-W8q-NZel", "Hju3yc-yzvjBPC-BR5-fKQ3", "LtNIvm-qxEZaqT-QMh-UQh0", "96mGBe-T3NvO7D-BaI-rtuL", "9ggWP1-TnmV8Dl-gp7-fQKA", "nLnsFa-E4mVz81-weS-9pCg", "IcXJwf-pg03Yl7-oAI-gLDY", "lgXjYV-ddYdQFT-fHT-3Edf", "QhoJ5y-0iIzdP3-Cbl-O4jt", "ccV4DV-OjwZkXc-bFL-v22F"] -- !sql_arr_parquet_s3 -- 0 [[], [0], [0, 0, 1, 1, 1, 0, 1, 0, 0], [0, 0, 0, 1, 0, 1, 0], [1], [0, 0, 1, 0, 1, 0, 0], [0, 0], [0, 0, 1, 0, 0, 1, 0], [1, 0, 0, 0, 1, 1, 0], [0, 1, 0, 0], [1, 1, 0, 0, 0, 0, 1], [1, 1, 0, 0, 1, 0, 1], [1, 0, 1, 1, 1], [1, 0, 1, 0, 0, 1, 0, 0, 1], [0, 0, 1, 0, 0, 0], [0, 1, 1, 1], [0, 1, 0, 0, 0, 0], [1], [1, 0, 1, 1, 1, 1], [], [1, 1, 1, 1, 0], [0], [0, 1], [1, 1, 0, 1, 1], [0, 1, 0, 1, 1, 1, 1, 0, 0], [0, 1, 0, 0, 0, 1], [1, 0, 1, 0, 1], [0, 0, 0, 1], [0, 1], [], [1, 1, 1, 1, 1], [1, 0, 0, 1, 1, 1, 0], [1, 0, 0, 1], [0, 0, 1], [0, 0, 0], [0, 1, 0, 1, 0, 1, 0, 1], [1, 1, 1, 0, 1, 0], [], [1, 0, 1, 0, 1], [1, 1, 1, 0, 0, 1], [0, 1, 1, 0, 1, 1, 0, 1], [], [0, 1, 0, 0, 1, 0, 0], [0, 1, 1, 1, 1, 0, 0, 1, 0], [], [0, 0, 1, 1, 1, 0], [1, 1, 1, 0], [1, 1, 0, 0, 0], [1, 1, 1, 1], [0, 0], [0, 1, 1, 0], [1, 1], [0, 1, 0, 1, 0, 0, 1], [1, 1, 1, 1, 0], [0, 0, 1, 1], [0, 0], [0, 1, 0, 0, 0, 0], [1, 0, 1], [1, 1, 1, 0, 0, 1], [0, 0, 0, 0, 1], [], [1, 1, 1, 0, 1, 0, 1, 0, 1], [0, 0], [1, 1, 1, 1, 1, 1, 1, 0], [0, 1, 0, 1, 1, 1], [1, 0, 0], [1, 1, 1, 0, 1, 1, 0, 0, 0], [], [1], [0, 0, 0, 0, 1], [0], [1, 1, 1, 0, 0, 1, 1], [1, 0, 0, 1, 0, 0, 0, 1, 1], [1, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0, 0], [1], [0, 1, 0, 0, 1, 0, 1], [0, 0, 1, 1, 1, 0, 0, 1], [0, 1, 1, 1, 1, 1, 1, 1], [1, 0, 0, 1, 0, 0, 1, 0, 1], [1, 1, 0, 0, 0, 1, 1, 0, 0], [1, 0, 0], [0], [1, 0, 1, 1], [0, 1, 1, 0, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0], [0], [1], [1, 0, 1, 1, 1, 0, 1], [1], [0, 0, 0, 0, 0, 1], [1, 0, 0, 1, 0, 0, 1], [0, 0], [0, 0, 0, 1, 1, 1, 0, 1, 1], [1, 0, 0, 1, 1, 1, 0, 0, 1], [0, 1, 1, 0, 0, 0, 1, 1, 0], [1, 0, 0, 1, 1, 0, 0], [0, 1, 1, 1, 1, 1, 0, 0], [1, 1, 1, 1, 0, 1], [1, 1, 0, 1, 1]] [[3, 4, 8, 9, 4, 4], [6, 3, 8, 8, 4], [6, 3, 3, 4, 4, 0, 0], [], [5, 3, 7, 6, 9, 2], [4, 8, 3], [2, 4, 4, 5, 3, 7, 9], [1], [9], [5, 6], [1, 0], [8, 0, 3, 8, 8, 3, 9], [5, 1, 0, 7, 4, 2, 9, 7], [0, 5, 6, 8, 1, 0, 6, 1], [6, 9, 3], [1], [8, 7, 0, 4, 6, 6, 0], [1, 0, 2], [2, 8, 4, 0], [8, 9, 7, 7, 5, 1, 7, 3], [3, 2, 8, 5, 1, 9], [1, 2, 5, 8], [], [6, 6, 4], [4, 6, 8], [0, 5, 4, 6, 5, 6, 0, 6, 7], [7, 6, 5, 5, 1, 7, 0, 2, 2], [7, 0, 0, 2, 4, 4, 2], [6, 9, 7, 2, 7, 7], [], [], [2], [5, 4], [0, 2], [], [1, 6, 5], [0, 0], [2, 0, 9, 8, 7, 7, 4], [1, 4, 5, 2, 0, 3, 5, 9, 6], [4, 3, 3, 9, 0, 5, 5], [2, 5], [2, 8, 7, 7, 7, 0, 8, 5], [2, 3, 7, 9, 1, 6, 7], [0, 0], [8, 7, 4, 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["s1CWYV-pNpaEVK-Hg2-1qL5", "8m0CR5-wLFVSel-gnF-hVl8", "WvSpnr-Ik98XwR-JTK-Zt8e", "UKLTdR-eU2xqkS-wQl-hCYe", "DVbPmK-USDtF00-CPs-w0vP", "aa0JIx-QS7VfHo-u4q-3kHe", "QNsG9E-tcRDyQH-bUO-Y2K8", "kAdh09-M9FSlUw-WnH-GgB3", "uXXfo5-xvvw2w7-1M0-qDUY", "xM5bCM-7jr4MxP-7tD-kTSX"]] diff --git a/regression-test/data/export_p0/export/test_show_export.out b/regression-test/data/export_p0/export/test_show_export.out index 90277ca28f2a9f..eb2d2ab154b1b3 100644 --- a/regression-test/data/export_p0/export/test_show_export.out +++ b/regression-test/data/export_p0/export/test_show_export.out @@ -102,156 +102,156 @@ 99 2017-10-01 2017-10-01T00:00 Beijing 99 99 true 99 99 99 99.99 99.99 char99 99 -- !select_load1 -- -1 2017-10-01 2017-10-01T00:00 Beijing 1 1 true 1 1 1.1 1.1 char1 1 1 -10 2017-10-01 2017-10-01T00:00 Beijing 10 10 true 10 10 10.1 10.1 char10 10 10 +1 2017-10-01 2017-10-01T00:00 Beijing 1 1 true 1 1 1.1 1.1 char1 1.000000000 1 +10 2017-10-01 2017-10-01T00:00 Beijing 10 10 true 10 10 10.1 10.1 char10 10.000000000 10 100 2017-10-01 2017-10-01T00:00 \N \N \N \N \N \N \N \N \N \N \N -11 2017-10-01 2017-10-01T00:00 Beijing 11 11 true 11 11 11.11 11.11 char11 11 11 -12 2017-10-01 2017-10-01T00:00 Beijing 12 12 true 12 12 12.12 12.12 char12 12 12 -13 2017-10-01 2017-10-01T00:00 Beijing 13 13 true 13 13 13.13 13.13 char13 13 13 -14 2017-10-01 2017-10-01T00:00 Beijing 14 14 true 14 14 14.14 14.14 char14 14 14 -15 2017-10-01 2017-10-01T00:00 Beijing 15 15 true 15 15 15.15 15.15 char15 15 15 -16 2017-10-01 2017-10-01T00:00 Beijing 16 16 true 16 16 16.16 16.16 char16 16 16 -17 2017-10-01 2017-10-01T00:00 Beijing 17 17 true 17 17 17.17 17.17 char17 17 17 -18 2017-10-01 2017-10-01T00:00 Beijing 18 18 true 18 18 18.18 18.18 char18 18 18 -19 2017-10-01 2017-10-01T00:00 Beijing 19 19 true 19 19 19.19 19.19 char19 19 19 -2 2017-10-01 2017-10-01T00:00 Beijing 2 2 true 2 2 2.2 2.2 char2 2 2 -20 2017-10-01 2017-10-01T00:00 Beijing 20 20 true 20 20 20.2 20.2 char20 20 20 -21 2017-10-01 2017-10-01T00:00 Beijing 21 21 true 21 21 21.21 21.21 char21 21 21 -22 2017-10-01 2017-10-01T00:00 Beijing 22 22 true 22 22 22.22 22.22 char22 22 22 -23 2017-10-01 2017-10-01T00:00 Beijing 23 23 true 23 23 23.23 23.23 char23 23 23 -24 2017-10-01 2017-10-01T00:00 Beijing 24 24 true 24 24 24.24 24.24 char24 24 24 -25 2017-10-01 2017-10-01T00:00 Beijing 25 25 true 25 25 25.25 25.25 char25 25 25 -26 2017-10-01 2017-10-01T00:00 Beijing 26 26 true 26 26 26.26 26.26 char26 26 26 -27 2017-10-01 2017-10-01T00:00 Beijing 27 27 true 27 27 27.27 27.27 char27 27 27 -28 2017-10-01 2017-10-01T00:00 Beijing 28 28 true 28 28 28.28 28.28 char28 28 28 -29 2017-10-01 2017-10-01T00:00 Beijing 29 29 true 29 29 29.29 29.29 char29 29 29 -3 2017-10-01 2017-10-01T00:00 Beijing 3 3 true 3 3 3.3 3.3 char3 3 3 -30 2017-10-01 2017-10-01T00:00 Beijing 30 30 true 30 30 30.3 30.3 char30 30 30 -31 2017-10-01 2017-10-01T00:00 Beijing 31 31 true 31 31 31.31 31.31 char31 31 31 -32 2017-10-01 2017-10-01T00:00 Beijing 32 32 true 32 32 32.32 32.32 char32 32 32 -33 2017-10-01 2017-10-01T00:00 Beijing 33 33 true 33 33 33.33 33.33 char33 33 33 -34 2017-10-01 2017-10-01T00:00 Beijing 34 34 true 34 34 34.34 34.34 char34 34 34 -35 2017-10-01 2017-10-01T00:00 Beijing 35 35 true 35 35 35.35 35.35 char35 35 35 -36 2017-10-01 2017-10-01T00:00 Beijing 36 36 true 36 36 36.36 36.36 char36 36 36 -37 2017-10-01 2017-10-01T00:00 Beijing 37 37 true 37 37 37.37 37.37 char37 37 37 -38 2017-10-01 2017-10-01T00:00 Beijing 38 38 true 38 38 38.38 38.38 char38 38 38 -39 2017-10-01 2017-10-01T00:00 Beijing 39 39 true 39 39 39.39 39.39 char39 39 39 -4 2017-10-01 2017-10-01T00:00 Beijing 4 4 true 4 4 4.4 4.4 char4 4 4 -40 2017-10-01 2017-10-01T00:00 Beijing 40 40 true 40 40 40.4 40.4 char40 40 40 -41 2017-10-01 2017-10-01T00:00 Beijing 41 41 true 41 41 41.41 41.41 char41 41 41 -42 2017-10-01 2017-10-01T00:00 Beijing 42 42 true 42 42 42.42 42.42 char42 42 42 -43 2017-10-01 2017-10-01T00:00 Beijing 43 43 true 43 43 43.43 43.43 char43 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2017-10-01T00:00 Beijing 55 55 true 55 55 55.55 55.55 char55 55 55 -56 2017-10-01 2017-10-01T00:00 Beijing 56 56 true 56 56 56.56 56.56 char56 56 56 -57 2017-10-01 2017-10-01T00:00 Beijing 57 57 true 57 57 57.57 57.57 char57 57 57 -58 2017-10-01 2017-10-01T00:00 Beijing 58 58 true 58 58 58.58 58.58 char58 58 58 -59 2017-10-01 2017-10-01T00:00 Beijing 59 59 true 59 59 59.59 59.59 char59 59 59 -6 2017-10-01 2017-10-01T00:00 Beijing 6 6 true 6 6 6.6 6.6 char6 6 6 -60 2017-10-01 2017-10-01T00:00 Beijing 60 60 true 60 60 60.6 60.6 char60 60 60 -61 2017-10-01 2017-10-01T00:00 Beijing 61 61 true 61 61 61.61 61.61 char61 61 61 -62 2017-10-01 2017-10-01T00:00 Beijing 62 62 true 62 62 62.62 62.62 char62 62 62 -63 2017-10-01 2017-10-01T00:00 Beijing 63 63 true 63 63 63.63 63.63 char63 63 63 -64 2017-10-01 2017-10-01T00:00 Beijing 64 64 true 64 64 64.64 64.64 char64 64 64 -65 2017-10-01 2017-10-01T00:00 Beijing 65 65 true 65 65 65.65 65.65 char65 65 65 -66 2017-10-01 2017-10-01T00:00 Beijing 66 66 true 66 66 66.66 66.66 char66 66 66 -67 2017-10-01 2017-10-01T00:00 Beijing 67 67 true 67 67 67.67 67.67 char67 67 67 -68 2017-10-01 2017-10-01T00:00 Beijing 68 68 true 68 68 68.68 68.68 char68 68 68 -69 2017-10-01 2017-10-01T00:00 Beijing 69 69 true 69 69 69.69 69.69 char69 69 69 -7 2017-10-01 2017-10-01T00:00 Beijing 7 7 true 7 7 7.7 7.7 char7 7 7 -70 2017-10-01 2017-10-01T00:00 Beijing 70 70 true 70 70 70.7 70.7 char70 70 70 -71 2017-10-01 2017-10-01T00:00 Beijing 71 71 true 71 71 71.71 71.71 char71 71 71 -72 2017-10-01 2017-10-01T00:00 Beijing 72 72 true 72 72 72.72 72.72 char72 72 72 -73 2017-10-01 2017-10-01T00:00 Beijing 73 73 true 73 73 73.73 73.73 char73 73 73 -74 2017-10-01 2017-10-01T00:00 Beijing 74 74 true 74 74 74.74 74.74 char74 74 74 -75 2017-10-01 2017-10-01T00:00 Beijing 75 75 true 75 75 75.75 75.75 char75 75 75 -76 2017-10-01 2017-10-01T00:00 Beijing 76 76 true 76 76 76.76 76.76 char76 76 76 -77 2017-10-01 2017-10-01T00:00 Beijing 77 77 true 77 77 77.77 77.77 char77 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2017-10-01T00:00 Beijing 89 89 true 89 89 89.89 89.89 char89 89 89 -9 2017-10-01 2017-10-01T00:00 Beijing 9 9 true 9 9 9.9 9.9 char9 9 9 -90 2017-10-01 2017-10-01T00:00 Beijing 90 90 true 90 90 90.9 90.9 char90 90 90 -91 2017-10-01 2017-10-01T00:00 Beijing 91 91 true 91 91 91.91 91.91 char91 91 91 -92 2017-10-01 2017-10-01T00:00 Beijing 92 92 true 92 92 92.92 92.92 char92 92 92 -93 2017-10-01 2017-10-01T00:00 Beijing 93 93 true 93 93 93.93 93.93 char93 93 93 -94 2017-10-01 2017-10-01T00:00 Beijing 94 94 true 94 94 94.94 94.94 char94 94 94 -95 2017-10-01 2017-10-01T00:00 Beijing 95 95 true 95 95 95.95 95.95 char95 95 95 -96 2017-10-01 2017-10-01T00:00 Beijing 96 96 true 96 96 96.96 96.96 char96 96 96 -97 2017-10-01 2017-10-01T00:00 Beijing 97 97 true 97 97 97.97 97.97 char97 97 97 -98 2017-10-01 2017-10-01T00:00 Beijing 98 98 true 98 98 98.98 98.98 char98 98 98 -99 2017-10-01 2017-10-01T00:00 Beijing 99 99 true 99 99 99.99 99.99 char99 99 99 +11 2017-10-01 2017-10-01T00:00 Beijing 11 11 true 11 11 11.11 11.11 char11 11.000000000 11 +12 2017-10-01 2017-10-01T00:00 Beijing 12 12 true 12 12 12.12 12.12 char12 12.000000000 12 +13 2017-10-01 2017-10-01T00:00 Beijing 13 13 true 13 13 13.13 13.13 char13 13.000000000 13 +14 2017-10-01 2017-10-01T00:00 Beijing 14 14 true 14 14 14.14 14.14 char14 14.000000000 14 +15 2017-10-01 2017-10-01T00:00 Beijing 15 15 true 15 15 15.15 15.15 char15 15.000000000 15 +16 2017-10-01 2017-10-01T00:00 Beijing 16 16 true 16 16 16.16 16.16 char16 16.000000000 16 +17 2017-10-01 2017-10-01T00:00 Beijing 17 17 true 17 17 17.17 17.17 char17 17.000000000 17 +18 2017-10-01 2017-10-01T00:00 Beijing 18 18 true 18 18 18.18 18.18 char18 18.000000000 18 +19 2017-10-01 2017-10-01T00:00 Beijing 19 19 true 19 19 19.19 19.19 char19 19.000000000 19 +2 2017-10-01 2017-10-01T00:00 Beijing 2 2 true 2 2 2.2 2.2 char2 2.000000000 2 +20 2017-10-01 2017-10-01T00:00 Beijing 20 20 true 20 20 20.2 20.2 char20 20.000000000 20 +21 2017-10-01 2017-10-01T00:00 Beijing 21 21 true 21 21 21.21 21.21 char21 21.000000000 21 +22 2017-10-01 2017-10-01T00:00 Beijing 22 22 true 22 22 22.22 22.22 char22 22.000000000 22 +23 2017-10-01 2017-10-01T00:00 Beijing 23 23 true 23 23 23.23 23.23 char23 23.000000000 23 +24 2017-10-01 2017-10-01T00:00 Beijing 24 24 true 24 24 24.24 24.24 char24 24.000000000 24 +25 2017-10-01 2017-10-01T00:00 Beijing 25 25 true 25 25 25.25 25.25 char25 25.000000000 25 +26 2017-10-01 2017-10-01T00:00 Beijing 26 26 true 26 26 26.26 26.26 char26 26.000000000 26 +27 2017-10-01 2017-10-01T00:00 Beijing 27 27 true 27 27 27.27 27.27 char27 27.000000000 27 +28 2017-10-01 2017-10-01T00:00 Beijing 28 28 true 28 28 28.28 28.28 char28 28.000000000 28 +29 2017-10-01 2017-10-01T00:00 Beijing 29 29 true 29 29 29.29 29.29 char29 29.000000000 29 +3 2017-10-01 2017-10-01T00:00 Beijing 3 3 true 3 3 3.3 3.3 char3 3.000000000 3 +30 2017-10-01 2017-10-01T00:00 Beijing 30 30 true 30 30 30.3 30.3 char30 30.000000000 30 +31 2017-10-01 2017-10-01T00:00 Beijing 31 31 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true 61 61 61.61 61.61 char61 61.000000000 61 +62 2017-10-01 2017-10-01T00:00 Beijing 62 62 true 62 62 62.62 62.62 char62 62.000000000 62 +63 2017-10-01 2017-10-01T00:00 Beijing 63 63 true 63 63 63.63 63.63 char63 63.000000000 63 +64 2017-10-01 2017-10-01T00:00 Beijing 64 64 true 64 64 64.64 64.64 char64 64.000000000 64 +65 2017-10-01 2017-10-01T00:00 Beijing 65 65 true 65 65 65.65 65.65 char65 65.000000000 65 +66 2017-10-01 2017-10-01T00:00 Beijing 66 66 true 66 66 66.66 66.66 char66 66.000000000 66 +67 2017-10-01 2017-10-01T00:00 Beijing 67 67 true 67 67 67.67 67.67 char67 67.000000000 67 +68 2017-10-01 2017-10-01T00:00 Beijing 68 68 true 68 68 68.68 68.68 char68 68.000000000 68 +69 2017-10-01 2017-10-01T00:00 Beijing 69 69 true 69 69 69.69 69.69 char69 69.000000000 69 +7 2017-10-01 2017-10-01T00:00 Beijing 7 7 true 7 7 7.7 7.7 char7 7.000000000 7 +70 2017-10-01 2017-10-01T00:00 Beijing 70 70 true 70 70 70.7 70.7 char70 70.000000000 70 +71 2017-10-01 2017-10-01T00:00 Beijing 71 71 true 71 71 71.71 71.71 char71 71.000000000 71 +72 2017-10-01 2017-10-01T00:00 Beijing 72 72 true 72 72 72.72 72.72 char72 72.000000000 72 +73 2017-10-01 2017-10-01T00:00 Beijing 73 73 true 73 73 73.73 73.73 char73 73.000000000 73 +74 2017-10-01 2017-10-01T00:00 Beijing 74 74 true 74 74 74.74 74.74 char74 74.000000000 74 +75 2017-10-01 2017-10-01T00:00 Beijing 75 75 true 75 75 75.75 75.75 char75 75.000000000 75 +76 2017-10-01 2017-10-01T00:00 Beijing 76 76 true 76 76 76.76 76.76 char76 76.000000000 76 +77 2017-10-01 2017-10-01T00:00 Beijing 77 77 true 77 77 77.77 77.77 char77 77.000000000 77 +78 2017-10-01 2017-10-01T00:00 Beijing 78 78 true 78 78 78.78 78.78 char78 78.000000000 78 +79 2017-10-01 2017-10-01T00:00 Beijing 79 79 true 79 79 79.79 79.79 char79 79.000000000 79 +8 2017-10-01 2017-10-01T00:00 Beijing 8 8 true 8 8 8.8 8.8 char8 8.000000000 8 +80 2017-10-01 2017-10-01T00:00 Beijing 80 80 true 80 80 80.8 80.8 char80 80.000000000 80 +81 2017-10-01 2017-10-01T00:00 Beijing 81 81 true 81 81 81.81 81.81 char81 81.000000000 81 +82 2017-10-01 2017-10-01T00:00 Beijing 82 82 true 82 82 82.82 82.82 char82 82.000000000 82 +83 2017-10-01 2017-10-01T00:00 Beijing 83 83 true 83 83 83.83 83.83 char83 83.000000000 83 +84 2017-10-01 2017-10-01T00:00 Beijing 84 84 true 84 84 84.84 84.84 char84 84.000000000 84 +85 2017-10-01 2017-10-01T00:00 Beijing 85 85 true 85 85 85.85 85.85 char85 85.000000000 85 +86 2017-10-01 2017-10-01T00:00 Beijing 86 86 true 86 86 86.86 86.86 char86 86.000000000 86 +87 2017-10-01 2017-10-01T00:00 Beijing 87 87 true 87 87 87.87 87.87 char87 87.000000000 87 +88 2017-10-01 2017-10-01T00:00 Beijing 88 88 true 88 88 88.88 88.88 char88 88.000000000 88 +89 2017-10-01 2017-10-01T00:00 Beijing 89 89 true 89 89 89.89 89.89 char89 89.000000000 89 +9 2017-10-01 2017-10-01T00:00 Beijing 9 9 true 9 9 9.9 9.9 char9 9.000000000 9 +90 2017-10-01 2017-10-01T00:00 Beijing 90 90 true 90 90 90.9 90.9 char90 90.000000000 90 +91 2017-10-01 2017-10-01T00:00 Beijing 91 91 true 91 91 91.91 91.91 char91 91.000000000 91 +92 2017-10-01 2017-10-01T00:00 Beijing 92 92 true 92 92 92.92 92.92 char92 92.000000000 92 +93 2017-10-01 2017-10-01T00:00 Beijing 93 93 true 93 93 93.93 93.93 char93 93.000000000 93 +94 2017-10-01 2017-10-01T00:00 Beijing 94 94 true 94 94 94.94 94.94 char94 94.000000000 94 +95 2017-10-01 2017-10-01T00:00 Beijing 95 95 true 95 95 95.95 95.95 char95 95.000000000 95 +96 2017-10-01 2017-10-01T00:00 Beijing 96 96 true 96 96 96.96 96.96 char96 96.000000000 96 +97 2017-10-01 2017-10-01T00:00 Beijing 97 97 true 97 97 97.97 97.97 char97 97.000000000 97 +98 2017-10-01 2017-10-01T00:00 Beijing 98 98 true 98 98 98.98 98.98 char98 98.000000000 98 +99 2017-10-01 2017-10-01T00:00 Beijing 99 99 true 99 99 99.99 99.99 char99 99.000000000 99 -- !select_load1 -- -20 2017-10-01 2017-10-01T00:00 Beijing 20 20 true 20 20 20.2 20.2 char20 20 20 -21 2017-10-01 2017-10-01T00:00 Beijing 21 21 true 21 21 21.21 21.21 char21 21 21 -22 2017-10-01 2017-10-01T00:00 Beijing 22 22 true 22 22 22.22 22.22 char22 22 22 -23 2017-10-01 2017-10-01T00:00 Beijing 23 23 true 23 23 23.23 23.23 char23 23 23 -24 2017-10-01 2017-10-01T00:00 Beijing 24 24 true 24 24 24.24 24.24 char24 24 24 -25 2017-10-01 2017-10-01T00:00 Beijing 25 25 true 25 25 25.25 25.25 char25 25 25 -26 2017-10-01 2017-10-01T00:00 Beijing 26 26 true 26 26 26.26 26.26 char26 26 26 -27 2017-10-01 2017-10-01T00:00 Beijing 27 27 true 27 27 27.27 27.27 char27 27 27 -28 2017-10-01 2017-10-01T00:00 Beijing 28 28 true 28 28 28.28 28.28 char28 28 28 -29 2017-10-01 2017-10-01T00:00 Beijing 29 29 true 29 29 29.29 29.29 char29 29 29 -30 2017-10-01 2017-10-01T00:00 Beijing 30 30 true 30 30 30.3 30.3 char30 30 30 -31 2017-10-01 2017-10-01T00:00 Beijing 31 31 true 31 31 31.31 31.31 char31 31 31 -32 2017-10-01 2017-10-01T00:00 Beijing 32 32 true 32 32 32.32 32.32 char32 32 32 -33 2017-10-01 2017-10-01T00:00 Beijing 33 33 true 33 33 33.33 33.33 char33 33 33 -34 2017-10-01 2017-10-01T00:00 Beijing 34 34 true 34 34 34.34 34.34 char34 34 34 -35 2017-10-01 2017-10-01T00:00 Beijing 35 35 true 35 35 35.35 35.35 char35 35 35 -36 2017-10-01 2017-10-01T00:00 Beijing 36 36 true 36 36 36.36 36.36 char36 36 36 -37 2017-10-01 2017-10-01T00:00 Beijing 37 37 true 37 37 37.37 37.37 char37 37 37 -38 2017-10-01 2017-10-01T00:00 Beijing 38 38 true 38 38 38.38 38.38 char38 38 38 -39 2017-10-01 2017-10-01T00:00 Beijing 39 39 true 39 39 39.39 39.39 char39 39 39 -40 2017-10-01 2017-10-01T00:00 Beijing 40 40 true 40 40 40.4 40.4 char40 40 40 -41 2017-10-01 2017-10-01T00:00 Beijing 41 41 true 41 41 41.41 41.41 char41 41 41 -42 2017-10-01 2017-10-01T00:00 Beijing 42 42 true 42 42 42.42 42.42 char42 42 42 -43 2017-10-01 2017-10-01T00:00 Beijing 43 43 true 43 43 43.43 43.43 char43 43 43 -44 2017-10-01 2017-10-01T00:00 Beijing 44 44 true 44 44 44.44 44.44 char44 44 44 -45 2017-10-01 2017-10-01T00:00 Beijing 45 45 true 45 45 45.45 45.45 char45 45 45 -46 2017-10-01 2017-10-01T00:00 Beijing 46 46 true 46 46 46.46 46.46 char46 46 46 -47 2017-10-01 2017-10-01T00:00 Beijing 47 47 true 47 47 47.47 47.47 char47 47 47 -48 2017-10-01 2017-10-01T00:00 Beijing 48 48 true 48 48 48.48 48.48 char48 48 48 -49 2017-10-01 2017-10-01T00:00 Beijing 49 49 true 49 49 49.49 49.49 char49 49 49 -50 2017-10-01 2017-10-01T00:00 Beijing 50 50 true 50 50 50.5 50.5 char50 50 50 -51 2017-10-01 2017-10-01T00:00 Beijing 51 51 true 51 51 51.51 51.51 char51 51 51 -52 2017-10-01 2017-10-01T00:00 Beijing 52 52 true 52 52 52.52 52.52 char52 52 52 -53 2017-10-01 2017-10-01T00:00 Beijing 53 53 true 53 53 53.53 53.53 char53 53 53 -54 2017-10-01 2017-10-01T00:00 Beijing 54 54 true 54 54 54.54 54.54 char54 54 54 -55 2017-10-01 2017-10-01T00:00 Beijing 55 55 true 55 55 55.55 55.55 char55 55 55 -56 2017-10-01 2017-10-01T00:00 Beijing 56 56 true 56 56 56.56 56.56 char56 56 56 -57 2017-10-01 2017-10-01T00:00 Beijing 57 57 true 57 57 57.57 57.57 char57 57 57 -58 2017-10-01 2017-10-01T00:00 Beijing 58 58 true 58 58 58.58 58.58 char58 58 58 -59 2017-10-01 2017-10-01T00:00 Beijing 59 59 true 59 59 59.59 59.59 char59 59 59 -60 2017-10-01 2017-10-01T00:00 Beijing 60 60 true 60 60 60.6 60.6 char60 60 60 -61 2017-10-01 2017-10-01T00:00 Beijing 61 61 true 61 61 61.61 61.61 char61 61 61 -62 2017-10-01 2017-10-01T00:00 Beijing 62 62 true 62 62 62.62 62.62 char62 62 62 -63 2017-10-01 2017-10-01T00:00 Beijing 63 63 true 63 63 63.63 63.63 char63 63 63 -64 2017-10-01 2017-10-01T00:00 Beijing 64 64 true 64 64 64.64 64.64 char64 64 64 -65 2017-10-01 2017-10-01T00:00 Beijing 65 65 true 65 65 65.65 65.65 char65 65 65 -66 2017-10-01 2017-10-01T00:00 Beijing 66 66 true 66 66 66.66 66.66 char66 66 66 -67 2017-10-01 2017-10-01T00:00 Beijing 67 67 true 67 67 67.67 67.67 char67 67 67 -68 2017-10-01 2017-10-01T00:00 Beijing 68 68 true 68 68 68.68 68.68 char68 68 68 -69 2017-10-01 2017-10-01T00:00 Beijing 69 69 true 69 69 69.69 69.69 char69 69 69 +20 2017-10-01 2017-10-01T00:00 Beijing 20 20 true 20 20 20.2 20.2 char20 20.000000000 20 +21 2017-10-01 2017-10-01T00:00 Beijing 21 21 true 21 21 21.21 21.21 char21 21.000000000 21 +22 2017-10-01 2017-10-01T00:00 Beijing 22 22 true 22 22 22.22 22.22 char22 22.000000000 22 +23 2017-10-01 2017-10-01T00:00 Beijing 23 23 true 23 23 23.23 23.23 char23 23.000000000 23 +24 2017-10-01 2017-10-01T00:00 Beijing 24 24 true 24 24 24.24 24.24 char24 24.000000000 24 +25 2017-10-01 2017-10-01T00:00 Beijing 25 25 true 25 25 25.25 25.25 char25 25.000000000 25 +26 2017-10-01 2017-10-01T00:00 Beijing 26 26 true 26 26 26.26 26.26 char26 26.000000000 26 +27 2017-10-01 2017-10-01T00:00 Beijing 27 27 true 27 27 27.27 27.27 char27 27.000000000 27 +28 2017-10-01 2017-10-01T00:00 Beijing 28 28 true 28 28 28.28 28.28 char28 28.000000000 28 +29 2017-10-01 2017-10-01T00:00 Beijing 29 29 true 29 29 29.29 29.29 char29 29.000000000 29 +30 2017-10-01 2017-10-01T00:00 Beijing 30 30 true 30 30 30.3 30.3 char30 30.000000000 30 +31 2017-10-01 2017-10-01T00:00 Beijing 31 31 true 31 31 31.31 31.31 char31 31.000000000 31 +32 2017-10-01 2017-10-01T00:00 Beijing 32 32 true 32 32 32.32 32.32 char32 32.000000000 32 +33 2017-10-01 2017-10-01T00:00 Beijing 33 33 true 33 33 33.33 33.33 char33 33.000000000 33 +34 2017-10-01 2017-10-01T00:00 Beijing 34 34 true 34 34 34.34 34.34 char34 34.000000000 34 +35 2017-10-01 2017-10-01T00:00 Beijing 35 35 true 35 35 35.35 35.35 char35 35.000000000 35 +36 2017-10-01 2017-10-01T00:00 Beijing 36 36 true 36 36 36.36 36.36 char36 36.000000000 36 +37 2017-10-01 2017-10-01T00:00 Beijing 37 37 true 37 37 37.37 37.37 char37 37.000000000 37 +38 2017-10-01 2017-10-01T00:00 Beijing 38 38 true 38 38 38.38 38.38 char38 38.000000000 38 +39 2017-10-01 2017-10-01T00:00 Beijing 39 39 true 39 39 39.39 39.39 char39 39.000000000 39 +40 2017-10-01 2017-10-01T00:00 Beijing 40 40 true 40 40 40.4 40.4 char40 40.000000000 40 +41 2017-10-01 2017-10-01T00:00 Beijing 41 41 true 41 41 41.41 41.41 char41 41.000000000 41 +42 2017-10-01 2017-10-01T00:00 Beijing 42 42 true 42 42 42.42 42.42 char42 42.000000000 42 +43 2017-10-01 2017-10-01T00:00 Beijing 43 43 true 43 43 43.43 43.43 char43 43.000000000 43 +44 2017-10-01 2017-10-01T00:00 Beijing 44 44 true 44 44 44.44 44.44 char44 44.000000000 44 +45 2017-10-01 2017-10-01T00:00 Beijing 45 45 true 45 45 45.45 45.45 char45 45.000000000 45 +46 2017-10-01 2017-10-01T00:00 Beijing 46 46 true 46 46 46.46 46.46 char46 46.000000000 46 +47 2017-10-01 2017-10-01T00:00 Beijing 47 47 true 47 47 47.47 47.47 char47 47.000000000 47 +48 2017-10-01 2017-10-01T00:00 Beijing 48 48 true 48 48 48.48 48.48 char48 48.000000000 48 +49 2017-10-01 2017-10-01T00:00 Beijing 49 49 true 49 49 49.49 49.49 char49 49.000000000 49 +50 2017-10-01 2017-10-01T00:00 Beijing 50 50 true 50 50 50.5 50.5 char50 50.000000000 50 +51 2017-10-01 2017-10-01T00:00 Beijing 51 51 true 51 51 51.51 51.51 char51 51.000000000 51 +52 2017-10-01 2017-10-01T00:00 Beijing 52 52 true 52 52 52.52 52.52 char52 52.000000000 52 +53 2017-10-01 2017-10-01T00:00 Beijing 53 53 true 53 53 53.53 53.53 char53 53.000000000 53 +54 2017-10-01 2017-10-01T00:00 Beijing 54 54 true 54 54 54.54 54.54 char54 54.000000000 54 +55 2017-10-01 2017-10-01T00:00 Beijing 55 55 true 55 55 55.55 55.55 char55 55.000000000 55 +56 2017-10-01 2017-10-01T00:00 Beijing 56 56 true 56 56 56.56 56.56 char56 56.000000000 56 +57 2017-10-01 2017-10-01T00:00 Beijing 57 57 true 57 57 57.57 57.57 char57 57.000000000 57 +58 2017-10-01 2017-10-01T00:00 Beijing 58 58 true 58 58 58.58 58.58 char58 58.000000000 58 +59 2017-10-01 2017-10-01T00:00 Beijing 59 59 true 59 59 59.59 59.59 char59 59.000000000 59 +60 2017-10-01 2017-10-01T00:00 Beijing 60 60 true 60 60 60.6 60.6 char60 60.000000000 60 +61 2017-10-01 2017-10-01T00:00 Beijing 61 61 true 61 61 61.61 61.61 char61 61.000000000 61 +62 2017-10-01 2017-10-01T00:00 Beijing 62 62 true 62 62 62.62 62.62 char62 62.000000000 62 +63 2017-10-01 2017-10-01T00:00 Beijing 63 63 true 63 63 63.63 63.63 char63 63.000000000 63 +64 2017-10-01 2017-10-01T00:00 Beijing 64 64 true 64 64 64.64 64.64 char64 64.000000000 64 +65 2017-10-01 2017-10-01T00:00 Beijing 65 65 true 65 65 65.65 65.65 char65 65.000000000 65 +66 2017-10-01 2017-10-01T00:00 Beijing 66 66 true 66 66 66.66 66.66 char66 66.000000000 66 +67 2017-10-01 2017-10-01T00:00 Beijing 67 67 true 67 67 67.67 67.67 char67 67.000000000 67 +68 2017-10-01 2017-10-01T00:00 Beijing 68 68 true 68 68 68.68 68.68 char68 68.000000000 68 +69 2017-10-01 2017-10-01T00:00 Beijing 69 69 true 69 69 69.69 69.69 char69 69.000000000 69 diff --git a/regression-test/data/export_p0/outfile/parquet/test_outfile_parquet_array_type.out b/regression-test/data/export_p0/outfile/parquet/test_outfile_parquet_array_type.out index 497fcc7d7b8190..2d11f7eda340a2 100644 --- a/regression-test/data/export_p0/outfile/parquet/test_outfile_parquet_array_type.out +++ b/regression-test/data/export_p0/outfile/parquet/test_outfile_parquet_array_type.out @@ -60,12 +60,12 @@ 7 doris7 [null, null, null, "2017-10-01 00:00:00", "2011-10-01 01:23:59"] -- !select_load_datetime -- -1 doris1 ["2017-10-01 00:00:00.000000", "2011-10-01 01:23:59.000000"] -2 doris2 ["2017-10-01 00:00:00.000000", "2011-10-01 01:23:59.000000"] +1 doris1 ["2017-10-01 00:00:00.000", "2011-10-01 01:23:59.000"] +2 doris2 ["2017-10-01 00:00:00.000", "2011-10-01 01:23:59.000"] 3 doris3 [] -5 doris5 ["2017-10-01 00:00:00.000000", null, "2017-10-01 00:00:00.000000"] +5 doris5 ["2017-10-01 00:00:00.000", null, "2017-10-01 00:00:00.000"] 6 doris6 [null, null, null] -7 doris7 [null, null, null, "2017-10-01 00:00:00.000000", "2011-10-01 01:23:59.000000"] +7 doris7 [null, null, null, "2017-10-01 00:00:00.000", "2011-10-01 01:23:59.000"] -- !select_base_varchar -- 1 doris1 ["2017-10-01 00:00:00", "2011-10-01 01:23:59"] diff --git a/regression-test/data/export_p0/outfile/parquet/test_outfile_parquet_complex_type.out b/regression-test/data/export_p0/outfile/parquet/test_outfile_parquet_complex_type.out index c8ff8cafdd9854..8d8eb55024f07c 100644 --- a/regression-test/data/export_p0/outfile/parquet/test_outfile_parquet_complex_type.out +++ b/regression-test/data/export_p0/outfile/parquet/test_outfile_parquet_complex_type.out @@ -116,14 +116,26 @@ 10 doris_10 {"user_id":10, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00", "city":null, "age":null, "sex":null, "bool_col":null, "int_col":null, "bigint_col":null, "largeint_col":null, "float_col":null, "double_col":null, "char_col":null, "decimal_col":null} -- !select_load7 -- -1 doris_1 {"user_id":1, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":1, "sex":1, "bool_col":1, "int_col":1, "bigint_col":1, "largeint_col":"1", "float_col":1.1, "double_col":1.1, "char_col":"char1_1234", "decimal_col":1.000000000} -2 doris_2 {"user_id":2, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":2, "sex":2, "bool_col":1, "int_col":2, "bigint_col":2, "largeint_col":"2", "float_col":2.2, "double_col":2.2, "char_col":"char2_1234", "decimal_col":2.000000000} -3 doris_3 {"user_id":3, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":3, "sex":3, "bool_col":1, "int_col":3, "bigint_col":3, "largeint_col":"3", "float_col":3.3, "double_col":3.3, "char_col":"char3_1234", "decimal_col":3.000000000} -4 doris_4 {"user_id":4, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":4, "sex":4, "bool_col":1, "int_col":4, "bigint_col":4, "largeint_col":"4", "float_col":4.4, "double_col":4.4, "char_col":"char4_1234", "decimal_col":4.000000000} -5 doris_5 {"user_id":5, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":5, "sex":5, "bool_col":1, "int_col":5, "bigint_col":5, "largeint_col":"5", "float_col":5.5, "double_col":5.5, "char_col":"char5_1234", "decimal_col":5.000000000} -6 doris_6 {"user_id":6, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":6, "sex":6, "bool_col":1, "int_col":6, "bigint_col":6, "largeint_col":"6", "float_col":6.6, "double_col":6.6, "char_col":"char6_1234", "decimal_col":6.000000000} -7 doris_7 {"user_id":7, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":7, "sex":7, "bool_col":1, "int_col":7, "bigint_col":7, "largeint_col":"7", "float_col":7.7, "double_col":7.7, "char_col":"char7_1234", "decimal_col":7.000000000} -8 doris_8 {"user_id":8, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":8, "sex":8, "bool_col":1, "int_col":8, "bigint_col":8, "largeint_col":"8", "float_col":8.8, "double_col":8.800000000000001, "char_col":"char8_1234", "decimal_col":8.000000000} -9 doris_9 {"user_id":9, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":9, "sex":9, "bool_col":1, "int_col":9, "bigint_col":9, "largeint_col":"9", "float_col":9.9, "double_col":9.9, "char_col":"char9_1234", "decimal_col":9.000000000} -10 doris_10 {"user_id":10, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":null, "age":null, "sex":null, "bool_col":null, "int_col":null, "bigint_col":null, "largeint_col":null, "float_col":null, "double_col":null, "char_col":null, "decimal_col":null} +1 doris_1 {"user_id":1, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":1, "sex":1, "bool_col":1, "int_col":1, "bigint_col":1, "largeint_col":"1", "float_col":1.1, "double_col":1.1, "char_col":"char1_1234", "decimal_col":1.000000000} +2 doris_2 {"user_id":2, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":2, "sex":2, "bool_col":1, "int_col":2, "bigint_col":2, "largeint_col":"2", "float_col":2.2, "double_col":2.2, "char_col":"char2_1234", "decimal_col":2.000000000} +3 doris_3 {"user_id":3, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":3, "sex":3, "bool_col":1, "int_col":3, "bigint_col":3, "largeint_col":"3", "float_col":3.3, "double_col":3.3, "char_col":"char3_1234", "decimal_col":3.000000000} +4 doris_4 {"user_id":4, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":4, "sex":4, "bool_col":1, "int_col":4, "bigint_col":4, "largeint_col":"4", "float_col":4.4, "double_col":4.4, "char_col":"char4_1234", "decimal_col":4.000000000} +5 doris_5 {"user_id":5, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":5, "sex":5, "bool_col":1, "int_col":5, "bigint_col":5, "largeint_col":"5", "float_col":5.5, "double_col":5.5, "char_col":"char5_1234", "decimal_col":5.000000000} +6 doris_6 {"user_id":6, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":6, "sex":6, "bool_col":1, "int_col":6, "bigint_col":6, "largeint_col":"6", "float_col":6.6, "double_col":6.6, "char_col":"char6_1234", "decimal_col":6.000000000} +7 doris_7 {"user_id":7, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":7, "sex":7, "bool_col":1, "int_col":7, "bigint_col":7, "largeint_col":"7", "float_col":7.7, "double_col":7.7, "char_col":"char7_1234", "decimal_col":7.000000000} +8 doris_8 {"user_id":8, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":8, "sex":8, "bool_col":1, "int_col":8, "bigint_col":8, "largeint_col":"8", "float_col":8.8, "double_col":8.800000000000001, "char_col":"char8_1234", "decimal_col":8.000000000} +9 doris_9 {"user_id":9, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":9, "sex":9, "bool_col":1, "int_col":9, "bigint_col":9, "largeint_col":"9", "float_col":9.9, "double_col":9.9, "char_col":"char9_1234", "decimal_col":9.000000000} +10 doris_10 {"user_id":10, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":null, "age":null, "sex":null, "bool_col":null, "int_col":null, "bigint_col":null, "largeint_col":null, "float_col":null, "double_col":null, "char_col":null, "decimal_col":null} + +-- !select_load7 -- +1 doris_1 {"user_id":1, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":1, "sex":1, "bool_col":1, "int_col":1, "bigint_col":1, "largeint_col":"1", "float_col":1.1, "double_col":1.1, "char_col":"char1_1234", "decimal_col":1.000000000} +2 doris_2 {"user_id":2, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":2, "sex":2, "bool_col":1, "int_col":2, "bigint_col":2, "largeint_col":"2", "float_col":2.2, "double_col":2.2, "char_col":"char2_1234", "decimal_col":2.000000000} +3 doris_3 {"user_id":3, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":3, "sex":3, "bool_col":1, "int_col":3, "bigint_col":3, "largeint_col":"3", "float_col":3.3, "double_col":3.3, "char_col":"char3_1234", "decimal_col":3.000000000} +4 doris_4 {"user_id":4, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":4, "sex":4, "bool_col":1, "int_col":4, "bigint_col":4, "largeint_col":"4", "float_col":4.4, "double_col":4.4, "char_col":"char4_1234", "decimal_col":4.000000000} +5 doris_5 {"user_id":5, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":5, "sex":5, "bool_col":1, "int_col":5, "bigint_col":5, "largeint_col":"5", "float_col":5.5, "double_col":5.5, "char_col":"char5_1234", "decimal_col":5.000000000} +6 doris_6 {"user_id":6, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":6, "sex":6, "bool_col":1, "int_col":6, "bigint_col":6, "largeint_col":"6", "float_col":6.6, "double_col":6.6, "char_col":"char6_1234", "decimal_col":6.000000000} +7 doris_7 {"user_id":7, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":7, "sex":7, "bool_col":1, "int_col":7, "bigint_col":7, "largeint_col":"7", "float_col":7.7, "double_col":7.7, "char_col":"char7_1234", "decimal_col":7.000000000} +8 doris_8 {"user_id":8, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":8, "sex":8, "bool_col":1, "int_col":8, "bigint_col":8, "largeint_col":"8", "float_col":8.8, "double_col":8.800000000000001, "char_col":"char8_1234", "decimal_col":8.000000000} +9 doris_9 {"user_id":9, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":9, "sex":9, "bool_col":1, "int_col":9, "bigint_col":9, "largeint_col":"9", "float_col":9.9, "double_col":9.9, "char_col":"char9_1234", "decimal_col":9.000000000} +10 doris_10 {"user_id":10, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":null, "age":null, "sex":null, "bool_col":null, "int_col":null, "bigint_col":null, "largeint_col":null, "float_col":null, "double_col":null, "char_col":null, "decimal_col":null} diff --git a/regression-test/data/export_p0/outfile/parquet/test_outfile_parquet_map_type.out b/regression-test/data/export_p0/outfile/parquet/test_outfile_parquet_map_type.out index f210bf62460cda..8c58581f95f858 100644 --- a/regression-test/data/export_p0/outfile/parquet/test_outfile_parquet_map_type.out +++ b/regression-test/data/export_p0/outfile/parquet/test_outfile_parquet_map_type.out @@ -218,14 +218,14 @@ 8 doris8 {"2025-12-31 12:01:41":524524, "2006-02-19 09:01:02":2534} -- !select_load11 -- -1 doris1 {"2023-04-20 01:02:03.000000":null, "2018-04-20 10:40:35.000000":123} -2 doris2 {"2000-04-20 00:00:00.000000":-2147483648, "1967-12-31 12:24:56.000000":2147483647} -3 doris3 {"2023-01-01 00:00:00.000000":1246, "2023-02-27 00:01:02.000000":5646} +1 doris1 {"2023-04-20 01:02:03.000":null, "2018-04-20 10:40:35.000":123} +2 doris2 {"2000-04-20 00:00:00.000":-2147483648, "1967-12-31 12:24:56.000":2147483647} +3 doris3 {"2023-01-01 00:00:00.000":1246, "2023-02-27 00:01:02.000":5646} 4 doris4 {} 5 doris5 {} 6 \N \N 7 doris7 \N -8 doris8 {"2025-12-31 12:01:41.000000":524524, "2006-02-19 09:01:02.000000":2534} +8 doris8 {"2025-12-31 12:01:41.000":524524, "2006-02-19 09:01:02.000":2534} -- !select_base12 -- 1 doris1 {"2023-04-20":null, "2018-04-20":123} @@ -278,14 +278,14 @@ 8 doris8 {"2025-12-31 11:22:33":"min_largeint", "2006-02-19 00:44:55":"max_largeint"} -- !select_load14 -- -1 doris1 {"2023-04-20 12:20:03.000000":"null", "2018-04-20 12:59:59.000000":null} -2 doris2 {"2000-04-20 23:59:59.000000":"-2147483648", "1967-12-31 00:00:00.000000":"2147483647"} -3 doris3 {"2023-01-01 07:24:54.000000":"1246", "2023-02-27 15:12:13.000000":"5646"} +1 doris1 {"2023-04-20 12:20:03.000":"null", "2018-04-20 12:59:59.000":null} +2 doris2 {"2000-04-20 23:59:59.000":"-2147483648", "1967-12-31 00:00:00.000":"2147483647"} +3 doris3 {"2023-01-01 07:24:54.000":"1246", "2023-02-27 15:12:13.000":"5646"} 4 doris4 {} 5 doris5 {} 6 \N \N 7 doris7 \N -8 doris8 {"2025-12-31 11:22:33.000000":"min_largeint", "2006-02-19 00:44:55.000000":"max_largeint"} +8 doris8 {"2025-12-31 11:22:33.000":"min_largeint", "2006-02-19 00:44:55.000":"max_largeint"} -- !select_base15 -- 1 doris1 {100:"null", 111:"b"} diff --git a/regression-test/data/export_p0/test_export_parquet.out b/regression-test/data/export_p0/test_export_parquet.out index c3358efa4a97af..941dd4469a66c8 100644 --- a/regression-test/data/export_p0/test_export_parquet.out +++ b/regression-test/data/export_p0/test_export_parquet.out @@ -102,104 +102,104 @@ 99 2017-10-01 2017-10-01T00:00 Beijing 99 99 true 99 99 99 99.99 99.99 char99 99 0.0.0.99 ::99 -- !select_load1 -- -1 2017-10-01 2017-10-01T00:00 Beijing 1 1 true 1 1 1.1 1.1 char1 1 1 1 ::1 -10 2017-10-01 2017-10-01T00:00 Beijing 10 10 true 10 10 10.1 10.1 char10 10 10 10 ::10 +1 2017-10-01 2017-10-01T00:00 Beijing 1 1 true 1 1 1.1 1.1 char1 1.000000000 1 1 ::1 +10 2017-10-01 2017-10-01T00:00 Beijing 10 10 true 10 10 10.1 10.1 char10 10.000000000 10 10 ::10 100 2017-10-01 2017-10-01T00:00 \N \N \N \N \N \N \N \N \N \N \N \N \N -11 2017-10-01 2017-10-01T00:00 Beijing 11 11 true 11 11 11.11 11.11 char11 11 11 11 ::11 -12 2017-10-01 2017-10-01T00:00 Beijing 12 12 true 12 12 12.12 12.12 char12 12 12 12 ::12 -13 2017-10-01 2017-10-01T00:00 Beijing 13 13 true 13 13 13.13 13.13 char13 13 13 13 ::13 -14 2017-10-01 2017-10-01T00:00 Beijing 14 14 true 14 14 14.14 14.14 char14 14 14 14 ::14 -15 2017-10-01 2017-10-01T00:00 Beijing 15 15 true 15 15 15.15 15.15 char15 15 15 15 ::15 -16 2017-10-01 2017-10-01T00:00 Beijing 16 16 true 16 16 16.16 16.16 char16 16 16 16 ::16 -17 2017-10-01 2017-10-01T00:00 Beijing 17 17 true 17 17 17.17 17.17 char17 17 17 17 ::17 -18 2017-10-01 2017-10-01T00:00 Beijing 18 18 true 18 18 18.18 18.18 char18 18 18 18 ::18 -19 2017-10-01 2017-10-01T00:00 Beijing 19 19 true 19 19 19.19 19.19 char19 19 19 19 ::19 -2 2017-10-01 2017-10-01T00:00 Beijing 2 2 true 2 2 2.2 2.2 char2 2 2 2 ::2 -20 2017-10-01 2017-10-01T00:00 Beijing 20 20 true 20 20 20.2 20.2 char20 20 20 20 ::20 -21 2017-10-01 2017-10-01T00:00 Beijing 21 21 true 21 21 21.21 21.21 char21 21 21 21 ::21 -22 2017-10-01 2017-10-01T00:00 Beijing 22 22 true 22 22 22.22 22.22 char22 22 22 22 ::22 -23 2017-10-01 2017-10-01T00:00 Beijing 23 23 true 23 23 23.23 23.23 char23 23 23 23 ::23 -24 2017-10-01 2017-10-01T00:00 Beijing 24 24 true 24 24 24.24 24.24 char24 24 24 24 ::24 -25 2017-10-01 2017-10-01T00:00 Beijing 25 25 true 25 25 25.25 25.25 char25 25 25 25 ::25 -26 2017-10-01 2017-10-01T00:00 Beijing 26 26 true 26 26 26.26 26.26 char26 26 26 26 ::26 -27 2017-10-01 2017-10-01T00:00 Beijing 27 27 true 27 27 27.27 27.27 char27 27 27 27 ::27 -28 2017-10-01 2017-10-01T00:00 Beijing 28 28 true 28 28 28.28 28.28 char28 28 28 28 ::28 -29 2017-10-01 2017-10-01T00:00 Beijing 29 29 true 29 29 29.29 29.29 char29 29 29 29 ::29 -3 2017-10-01 2017-10-01T00:00 Beijing 3 3 true 3 3 3.3 3.3 char3 3 3 3 ::3 -30 2017-10-01 2017-10-01T00:00 Beijing 30 30 true 30 30 30.3 30.3 char30 30 30 30 ::30 -31 2017-10-01 2017-10-01T00:00 Beijing 31 31 true 31 31 31.31 31.31 char31 31 31 31 ::31 -32 2017-10-01 2017-10-01T00:00 Beijing 32 32 true 32 32 32.32 32.32 char32 32 32 32 ::32 -33 2017-10-01 2017-10-01T00:00 Beijing 33 33 true 33 33 33.33 33.33 char33 33 33 33 ::33 -34 2017-10-01 2017-10-01T00:00 Beijing 34 34 true 34 34 34.34 34.34 char34 34 34 34 ::34 -35 2017-10-01 2017-10-01T00:00 Beijing 35 35 true 35 35 35.35 35.35 char35 35 35 35 ::35 -36 2017-10-01 2017-10-01T00:00 Beijing 36 36 true 36 36 36.36 36.36 char36 36 36 36 ::36 -37 2017-10-01 2017-10-01T00:00 Beijing 37 37 true 37 37 37.37 37.37 char37 37 37 37 ::37 -38 2017-10-01 2017-10-01T00:00 Beijing 38 38 true 38 38 38.38 38.38 char38 38 38 38 ::38 -39 2017-10-01 2017-10-01T00:00 Beijing 39 39 true 39 39 39.39 39.39 char39 39 39 39 ::39 -4 2017-10-01 2017-10-01T00:00 Beijing 4 4 true 4 4 4.4 4.4 char4 4 4 4 ::4 -40 2017-10-01 2017-10-01T00:00 Beijing 40 40 true 40 40 40.4 40.4 char40 40 40 40 ::40 -41 2017-10-01 2017-10-01T00:00 Beijing 41 41 true 41 41 41.41 41.41 char41 41 41 41 ::41 -42 2017-10-01 2017-10-01T00:00 Beijing 42 42 true 42 42 42.42 42.42 char42 42 42 42 ::42 -43 2017-10-01 2017-10-01T00:00 Beijing 43 43 true 43 43 43.43 43.43 char43 43 43 43 ::43 -44 2017-10-01 2017-10-01T00:00 Beijing 44 44 true 44 44 44.44 44.44 char44 44 44 44 ::44 -45 2017-10-01 2017-10-01T00:00 Beijing 45 45 true 45 45 45.45 45.45 char45 45 45 45 ::45 -46 2017-10-01 2017-10-01T00:00 Beijing 46 46 true 46 46 46.46 46.46 char46 46 46 46 ::46 -47 2017-10-01 2017-10-01T00:00 Beijing 47 47 true 47 47 47.47 47.47 char47 47 47 47 ::47 -48 2017-10-01 2017-10-01T00:00 Beijing 48 48 true 48 48 48.48 48.48 char48 48 48 48 ::48 -49 2017-10-01 2017-10-01T00:00 Beijing 49 49 true 49 49 49.49 49.49 char49 49 49 49 ::49 -5 2017-10-01 2017-10-01T00:00 Beijing 5 5 true 5 5 5.5 5.5 char5 5 5 5 ::5 -50 2017-10-01 2017-10-01T00:00 Beijing 50 50 true 50 50 50.5 50.5 char50 50 50 50 ::50 -51 2017-10-01 2017-10-01T00:00 Beijing 51 51 true 51 51 51.51 51.51 char51 51 51 51 ::51 -52 2017-10-01 2017-10-01T00:00 Beijing 52 52 true 52 52 52.52 52.52 char52 52 52 52 ::52 -53 2017-10-01 2017-10-01T00:00 Beijing 53 53 true 53 53 53.53 53.53 char53 53 53 53 ::53 -54 2017-10-01 2017-10-01T00:00 Beijing 54 54 true 54 54 54.54 54.54 char54 54 54 54 ::54 -55 2017-10-01 2017-10-01T00:00 Beijing 55 55 true 55 55 55.55 55.55 char55 55 55 55 ::55 -56 2017-10-01 2017-10-01T00:00 Beijing 56 56 true 56 56 56.56 56.56 char56 56 56 56 ::56 -57 2017-10-01 2017-10-01T00:00 Beijing 57 57 true 57 57 57.57 57.57 char57 57 57 57 ::57 -58 2017-10-01 2017-10-01T00:00 Beijing 58 58 true 58 58 58.58 58.58 char58 58 58 58 ::58 -59 2017-10-01 2017-10-01T00:00 Beijing 59 59 true 59 59 59.59 59.59 char59 59 59 59 ::59 -6 2017-10-01 2017-10-01T00:00 Beijing 6 6 true 6 6 6.6 6.6 char6 6 6 6 ::6 -60 2017-10-01 2017-10-01T00:00 Beijing 60 60 true 60 60 60.6 60.6 char60 60 60 60 ::60 -61 2017-10-01 2017-10-01T00:00 Beijing 61 61 true 61 61 61.61 61.61 char61 61 61 61 ::61 -62 2017-10-01 2017-10-01T00:00 Beijing 62 62 true 62 62 62.62 62.62 char62 62 62 62 ::62 -63 2017-10-01 2017-10-01T00:00 Beijing 63 63 true 63 63 63.63 63.63 char63 63 63 63 ::63 -64 2017-10-01 2017-10-01T00:00 Beijing 64 64 true 64 64 64.64 64.64 char64 64 64 64 ::64 -65 2017-10-01 2017-10-01T00:00 Beijing 65 65 true 65 65 65.65 65.65 char65 65 65 65 ::65 -66 2017-10-01 2017-10-01T00:00 Beijing 66 66 true 66 66 66.66 66.66 char66 66 66 66 ::66 -67 2017-10-01 2017-10-01T00:00 Beijing 67 67 true 67 67 67.67 67.67 char67 67 67 67 ::67 -68 2017-10-01 2017-10-01T00:00 Beijing 68 68 true 68 68 68.68 68.68 char68 68 68 68 ::68 -69 2017-10-01 2017-10-01T00:00 Beijing 69 69 true 69 69 69.69 69.69 char69 69 69 69 ::69 -7 2017-10-01 2017-10-01T00:00 Beijing 7 7 true 7 7 7.7 7.7 char7 7 7 7 ::7 -70 2017-10-01 2017-10-01T00:00 Beijing 70 70 true 70 70 70.7 70.7 char70 70 70 70 ::70 -71 2017-10-01 2017-10-01T00:00 Beijing 71 71 true 71 71 71.71 71.71 char71 71 71 71 ::71 -72 2017-10-01 2017-10-01T00:00 Beijing 72 72 true 72 72 72.72 72.72 char72 72 72 72 ::72 -73 2017-10-01 2017-10-01T00:00 Beijing 73 73 true 73 73 73.73 73.73 char73 73 73 73 ::73 -74 2017-10-01 2017-10-01T00:00 Beijing 74 74 true 74 74 74.74 74.74 char74 74 74 74 ::74 -75 2017-10-01 2017-10-01T00:00 Beijing 75 75 true 75 75 75.75 75.75 char75 75 75 75 ::75 -76 2017-10-01 2017-10-01T00:00 Beijing 76 76 true 76 76 76.76 76.76 char76 76 76 76 ::76 -77 2017-10-01 2017-10-01T00:00 Beijing 77 77 true 77 77 77.77 77.77 char77 77 77 77 ::77 -78 2017-10-01 2017-10-01T00:00 Beijing 78 78 true 78 78 78.78 78.78 char78 78 78 78 ::78 -79 2017-10-01 2017-10-01T00:00 Beijing 79 79 true 79 79 79.79 79.79 char79 79 79 79 ::79 -8 2017-10-01 2017-10-01T00:00 Beijing 8 8 true 8 8 8.8 8.8 char8 8 8 8 ::8 -80 2017-10-01 2017-10-01T00:00 Beijing 80 80 true 80 80 80.8 80.8 char80 80 80 80 ::80 -81 2017-10-01 2017-10-01T00:00 Beijing 81 81 true 81 81 81.81 81.81 char81 81 81 81 ::81 -82 2017-10-01 2017-10-01T00:00 Beijing 82 82 true 82 82 82.82 82.82 char82 82 82 82 ::82 -83 2017-10-01 2017-10-01T00:00 Beijing 83 83 true 83 83 83.83 83.83 char83 83 83 83 ::83 -84 2017-10-01 2017-10-01T00:00 Beijing 84 84 true 84 84 84.84 84.84 char84 84 84 84 ::84 -85 2017-10-01 2017-10-01T00:00 Beijing 85 85 true 85 85 85.85 85.85 char85 85 85 85 ::85 -86 2017-10-01 2017-10-01T00:00 Beijing 86 86 true 86 86 86.86 86.86 char86 86 86 86 ::86 -87 2017-10-01 2017-10-01T00:00 Beijing 87 87 true 87 87 87.87 87.87 char87 87 87 87 ::87 -88 2017-10-01 2017-10-01T00:00 Beijing 88 88 true 88 88 88.88 88.88 char88 88 88 88 ::88 -89 2017-10-01 2017-10-01T00:00 Beijing 89 89 true 89 89 89.89 89.89 char89 89 89 89 ::89 -9 2017-10-01 2017-10-01T00:00 Beijing 9 9 true 9 9 9.9 9.9 char9 9 9 9 ::9 -90 2017-10-01 2017-10-01T00:00 Beijing 90 90 true 90 90 90.9 90.9 char90 90 90 90 ::90 -91 2017-10-01 2017-10-01T00:00 Beijing 91 91 true 91 91 91.91 91.91 char91 91 91 91 ::91 -92 2017-10-01 2017-10-01T00:00 Beijing 92 92 true 92 92 92.92 92.92 char92 92 92 92 ::92 -93 2017-10-01 2017-10-01T00:00 Beijing 93 93 true 93 93 93.93 93.93 char93 93 93 93 ::93 -94 2017-10-01 2017-10-01T00:00 Beijing 94 94 true 94 94 94.94 94.94 char94 94 94 94 ::94 -95 2017-10-01 2017-10-01T00:00 Beijing 95 95 true 95 95 95.95 95.95 char95 95 95 95 ::95 -96 2017-10-01 2017-10-01T00:00 Beijing 96 96 true 96 96 96.96 96.96 char96 96 96 96 ::96 -97 2017-10-01 2017-10-01T00:00 Beijing 97 97 true 97 97 97.97 97.97 char97 97 97 97 ::97 -98 2017-10-01 2017-10-01T00:00 Beijing 98 98 true 98 98 98.98 98.98 char98 98 98 98 ::98 -99 2017-10-01 2017-10-01T00:00 Beijing 99 99 true 99 99 99.99 99.99 char99 99 99 99 ::99 +11 2017-10-01 2017-10-01T00:00 Beijing 11 11 true 11 11 11.11 11.11 char11 11.000000000 11 11 ::11 +12 2017-10-01 2017-10-01T00:00 Beijing 12 12 true 12 12 12.12 12.12 char12 12.000000000 12 12 ::12 +13 2017-10-01 2017-10-01T00:00 Beijing 13 13 true 13 13 13.13 13.13 char13 13.000000000 13 13 ::13 +14 2017-10-01 2017-10-01T00:00 Beijing 14 14 true 14 14 14.14 14.14 char14 14.000000000 14 14 ::14 +15 2017-10-01 2017-10-01T00:00 Beijing 15 15 true 15 15 15.15 15.15 char15 15.000000000 15 15 ::15 +16 2017-10-01 2017-10-01T00:00 Beijing 16 16 true 16 16 16.16 16.16 char16 16.000000000 16 16 ::16 +17 2017-10-01 2017-10-01T00:00 Beijing 17 17 true 17 17 17.17 17.17 char17 17.000000000 17 17 ::17 +18 2017-10-01 2017-10-01T00:00 Beijing 18 18 true 18 18 18.18 18.18 char18 18.000000000 18 18 ::18 +19 2017-10-01 2017-10-01T00:00 Beijing 19 19 true 19 19 19.19 19.19 char19 19.000000000 19 19 ::19 +2 2017-10-01 2017-10-01T00:00 Beijing 2 2 true 2 2 2.2 2.2 char2 2.000000000 2 2 ::2 +20 2017-10-01 2017-10-01T00:00 Beijing 20 20 true 20 20 20.2 20.2 char20 20.000000000 20 20 ::20 +21 2017-10-01 2017-10-01T00:00 Beijing 21 21 true 21 21 21.21 21.21 char21 21.000000000 21 21 ::21 +22 2017-10-01 2017-10-01T00:00 Beijing 22 22 true 22 22 22.22 22.22 char22 22.000000000 22 22 ::22 +23 2017-10-01 2017-10-01T00:00 Beijing 23 23 true 23 23 23.23 23.23 char23 23.000000000 23 23 ::23 +24 2017-10-01 2017-10-01T00:00 Beijing 24 24 true 24 24 24.24 24.24 char24 24.000000000 24 24 ::24 +25 2017-10-01 2017-10-01T00:00 Beijing 25 25 true 25 25 25.25 25.25 char25 25.000000000 25 25 ::25 +26 2017-10-01 2017-10-01T00:00 Beijing 26 26 true 26 26 26.26 26.26 char26 26.000000000 26 26 ::26 +27 2017-10-01 2017-10-01T00:00 Beijing 27 27 true 27 27 27.27 27.27 char27 27.000000000 27 27 ::27 +28 2017-10-01 2017-10-01T00:00 Beijing 28 28 true 28 28 28.28 28.28 char28 28.000000000 28 28 ::28 +29 2017-10-01 2017-10-01T00:00 Beijing 29 29 true 29 29 29.29 29.29 char29 29.000000000 29 29 ::29 +3 2017-10-01 2017-10-01T00:00 Beijing 3 3 true 3 3 3.3 3.3 char3 3.000000000 3 3 ::3 +30 2017-10-01 2017-10-01T00:00 Beijing 30 30 true 30 30 30.3 30.3 char30 30.000000000 30 30 ::30 +31 2017-10-01 2017-10-01T00:00 Beijing 31 31 true 31 31 31.31 31.31 char31 31.000000000 31 31 ::31 +32 2017-10-01 2017-10-01T00:00 Beijing 32 32 true 32 32 32.32 32.32 char32 32.000000000 32 32 ::32 +33 2017-10-01 2017-10-01T00:00 Beijing 33 33 true 33 33 33.33 33.33 char33 33.000000000 33 33 ::33 +34 2017-10-01 2017-10-01T00:00 Beijing 34 34 true 34 34 34.34 34.34 char34 34.000000000 34 34 ::34 +35 2017-10-01 2017-10-01T00:00 Beijing 35 35 true 35 35 35.35 35.35 char35 35.000000000 35 35 ::35 +36 2017-10-01 2017-10-01T00:00 Beijing 36 36 true 36 36 36.36 36.36 char36 36.000000000 36 36 ::36 +37 2017-10-01 2017-10-01T00:00 Beijing 37 37 true 37 37 37.37 37.37 char37 37.000000000 37 37 ::37 +38 2017-10-01 2017-10-01T00:00 Beijing 38 38 true 38 38 38.38 38.38 char38 38.000000000 38 38 ::38 +39 2017-10-01 2017-10-01T00:00 Beijing 39 39 true 39 39 39.39 39.39 char39 39.000000000 39 39 ::39 +4 2017-10-01 2017-10-01T00:00 Beijing 4 4 true 4 4 4.4 4.4 char4 4.000000000 4 4 ::4 +40 2017-10-01 2017-10-01T00:00 Beijing 40 40 true 40 40 40.4 40.4 char40 40.000000000 40 40 ::40 +41 2017-10-01 2017-10-01T00:00 Beijing 41 41 true 41 41 41.41 41.41 char41 41.000000000 41 41 ::41 +42 2017-10-01 2017-10-01T00:00 Beijing 42 42 true 42 42 42.42 42.42 char42 42.000000000 42 42 ::42 +43 2017-10-01 2017-10-01T00:00 Beijing 43 43 true 43 43 43.43 43.43 char43 43.000000000 43 43 ::43 +44 2017-10-01 2017-10-01T00:00 Beijing 44 44 true 44 44 44.44 44.44 char44 44.000000000 44 44 ::44 +45 2017-10-01 2017-10-01T00:00 Beijing 45 45 true 45 45 45.45 45.45 char45 45.000000000 45 45 ::45 +46 2017-10-01 2017-10-01T00:00 Beijing 46 46 true 46 46 46.46 46.46 char46 46.000000000 46 46 ::46 +47 2017-10-01 2017-10-01T00:00 Beijing 47 47 true 47 47 47.47 47.47 char47 47.000000000 47 47 ::47 +48 2017-10-01 2017-10-01T00:00 Beijing 48 48 true 48 48 48.48 48.48 char48 48.000000000 48 48 ::48 +49 2017-10-01 2017-10-01T00:00 Beijing 49 49 true 49 49 49.49 49.49 char49 49.000000000 49 49 ::49 +5 2017-10-01 2017-10-01T00:00 Beijing 5 5 true 5 5 5.5 5.5 char5 5.000000000 5 5 ::5 +50 2017-10-01 2017-10-01T00:00 Beijing 50 50 true 50 50 50.5 50.5 char50 50.000000000 50 50 ::50 +51 2017-10-01 2017-10-01T00:00 Beijing 51 51 true 51 51 51.51 51.51 char51 51.000000000 51 51 ::51 +52 2017-10-01 2017-10-01T00:00 Beijing 52 52 true 52 52 52.52 52.52 char52 52.000000000 52 52 ::52 +53 2017-10-01 2017-10-01T00:00 Beijing 53 53 true 53 53 53.53 53.53 char53 53.000000000 53 53 ::53 +54 2017-10-01 2017-10-01T00:00 Beijing 54 54 true 54 54 54.54 54.54 char54 54.000000000 54 54 ::54 +55 2017-10-01 2017-10-01T00:00 Beijing 55 55 true 55 55 55.55 55.55 char55 55.000000000 55 55 ::55 +56 2017-10-01 2017-10-01T00:00 Beijing 56 56 true 56 56 56.56 56.56 char56 56.000000000 56 56 ::56 +57 2017-10-01 2017-10-01T00:00 Beijing 57 57 true 57 57 57.57 57.57 char57 57.000000000 57 57 ::57 +58 2017-10-01 2017-10-01T00:00 Beijing 58 58 true 58 58 58.58 58.58 char58 58.000000000 58 58 ::58 +59 2017-10-01 2017-10-01T00:00 Beijing 59 59 true 59 59 59.59 59.59 char59 59.000000000 59 59 ::59 +6 2017-10-01 2017-10-01T00:00 Beijing 6 6 true 6 6 6.6 6.6 char6 6.000000000 6 6 ::6 +60 2017-10-01 2017-10-01T00:00 Beijing 60 60 true 60 60 60.6 60.6 char60 60.000000000 60 60 ::60 +61 2017-10-01 2017-10-01T00:00 Beijing 61 61 true 61 61 61.61 61.61 char61 61.000000000 61 61 ::61 +62 2017-10-01 2017-10-01T00:00 Beijing 62 62 true 62 62 62.62 62.62 char62 62.000000000 62 62 ::62 +63 2017-10-01 2017-10-01T00:00 Beijing 63 63 true 63 63 63.63 63.63 char63 63.000000000 63 63 ::63 +64 2017-10-01 2017-10-01T00:00 Beijing 64 64 true 64 64 64.64 64.64 char64 64.000000000 64 64 ::64 +65 2017-10-01 2017-10-01T00:00 Beijing 65 65 true 65 65 65.65 65.65 char65 65.000000000 65 65 ::65 +66 2017-10-01 2017-10-01T00:00 Beijing 66 66 true 66 66 66.66 66.66 char66 66.000000000 66 66 ::66 +67 2017-10-01 2017-10-01T00:00 Beijing 67 67 true 67 67 67.67 67.67 char67 67.000000000 67 67 ::67 +68 2017-10-01 2017-10-01T00:00 Beijing 68 68 true 68 68 68.68 68.68 char68 68.000000000 68 68 ::68 +69 2017-10-01 2017-10-01T00:00 Beijing 69 69 true 69 69 69.69 69.69 char69 69.000000000 69 69 ::69 +7 2017-10-01 2017-10-01T00:00 Beijing 7 7 true 7 7 7.7 7.7 char7 7.000000000 7 7 ::7 +70 2017-10-01 2017-10-01T00:00 Beijing 70 70 true 70 70 70.7 70.7 char70 70.000000000 70 70 ::70 +71 2017-10-01 2017-10-01T00:00 Beijing 71 71 true 71 71 71.71 71.71 char71 71.000000000 71 71 ::71 +72 2017-10-01 2017-10-01T00:00 Beijing 72 72 true 72 72 72.72 72.72 char72 72.000000000 72 72 ::72 +73 2017-10-01 2017-10-01T00:00 Beijing 73 73 true 73 73 73.73 73.73 char73 73.000000000 73 73 ::73 +74 2017-10-01 2017-10-01T00:00 Beijing 74 74 true 74 74 74.74 74.74 char74 74.000000000 74 74 ::74 +75 2017-10-01 2017-10-01T00:00 Beijing 75 75 true 75 75 75.75 75.75 char75 75.000000000 75 75 ::75 +76 2017-10-01 2017-10-01T00:00 Beijing 76 76 true 76 76 76.76 76.76 char76 76.000000000 76 76 ::76 +77 2017-10-01 2017-10-01T00:00 Beijing 77 77 true 77 77 77.77 77.77 char77 77.000000000 77 77 ::77 +78 2017-10-01 2017-10-01T00:00 Beijing 78 78 true 78 78 78.78 78.78 char78 78.000000000 78 78 ::78 +79 2017-10-01 2017-10-01T00:00 Beijing 79 79 true 79 79 79.79 79.79 char79 79.000000000 79 79 ::79 +8 2017-10-01 2017-10-01T00:00 Beijing 8 8 true 8 8 8.8 8.8 char8 8.000000000 8 8 ::8 +80 2017-10-01 2017-10-01T00:00 Beijing 80 80 true 80 80 80.8 80.8 char80 80.000000000 80 80 ::80 +81 2017-10-01 2017-10-01T00:00 Beijing 81 81 true 81 81 81.81 81.81 char81 81.000000000 81 81 ::81 +82 2017-10-01 2017-10-01T00:00 Beijing 82 82 true 82 82 82.82 82.82 char82 82.000000000 82 82 ::82 +83 2017-10-01 2017-10-01T00:00 Beijing 83 83 true 83 83 83.83 83.83 char83 83.000000000 83 83 ::83 +84 2017-10-01 2017-10-01T00:00 Beijing 84 84 true 84 84 84.84 84.84 char84 84.000000000 84 84 ::84 +85 2017-10-01 2017-10-01T00:00 Beijing 85 85 true 85 85 85.85 85.85 char85 85.000000000 85 85 ::85 +86 2017-10-01 2017-10-01T00:00 Beijing 86 86 true 86 86 86.86 86.86 char86 86.000000000 86 86 ::86 +87 2017-10-01 2017-10-01T00:00 Beijing 87 87 true 87 87 87.87 87.87 char87 87.000000000 87 87 ::87 +88 2017-10-01 2017-10-01T00:00 Beijing 88 88 true 88 88 88.88 88.88 char88 88.000000000 88 88 ::88 +89 2017-10-01 2017-10-01T00:00 Beijing 89 89 true 89 89 89.89 89.89 char89 89.000000000 89 89 ::89 +9 2017-10-01 2017-10-01T00:00 Beijing 9 9 true 9 9 9.9 9.9 char9 9.000000000 9 9 ::9 +90 2017-10-01 2017-10-01T00:00 Beijing 90 90 true 90 90 90.9 90.9 char90 90.000000000 90 90 ::90 +91 2017-10-01 2017-10-01T00:00 Beijing 91 91 true 91 91 91.91 91.91 char91 91.000000000 91 91 ::91 +92 2017-10-01 2017-10-01T00:00 Beijing 92 92 true 92 92 92.92 92.92 char92 92.000000000 92 92 ::92 +93 2017-10-01 2017-10-01T00:00 Beijing 93 93 true 93 93 93.93 93.93 char93 93.000000000 93 93 ::93 +94 2017-10-01 2017-10-01T00:00 Beijing 94 94 true 94 94 94.94 94.94 char94 94.000000000 94 94 ::94 +95 2017-10-01 2017-10-01T00:00 Beijing 95 95 true 95 95 95.95 95.95 char95 95.000000000 95 95 ::95 +96 2017-10-01 2017-10-01T00:00 Beijing 96 96 true 96 96 96.96 96.96 char96 96.000000000 96 96 ::96 +97 2017-10-01 2017-10-01T00:00 Beijing 97 97 true 97 97 97.97 97.97 char97 97.000000000 97 97 ::97 +98 2017-10-01 2017-10-01T00:00 Beijing 98 98 true 98 98 98.98 98.98 char98 98.000000000 98 98 ::98 +99 2017-10-01 2017-10-01T00:00 Beijing 99 99 true 99 99 99.99 99.99 char99 99.000000000 99 99 ::99 diff --git a/regression-test/data/external_table_p0/export/hive_read/parquet/test_hive_read_parquet.out b/regression-test/data/external_table_p0/export/hive_read/parquet/test_hive_read_parquet.out index 59e94ef9429ec9..784ad963ce4a72 100644 --- a/regression-test/data/external_table_p0/export/hive_read/parquet/test_hive_read_parquet.out +++ b/regression-test/data/external_table_p0/export/hive_read/parquet/test_hive_read_parquet.out @@ -30,14 +30,14 @@ 8 nereids \N -- !select_base2 -- -1 2023-04-20 2023-04-20 2023-04-20T00:00 2023-04-20T00:00 2023-04-20T00:00 2023-04-20T00:00 Beijing Haidian 1 1 true 1 1 1 1.1 1.1 char1 1 1 1 0.1 1.00000000 1.0000000000 1 1.0000000000000000000000000000000000000 0.10000000000000000000000000000000000000 -2 9999-12-31 9999-12-31 9999-12-31T23:59:59 9999-12-31T23:59:59 2023-04-20T00:00:00.120 2023-04-20T00:00:00.334400 Haidian -32768 -128 true -2147483648 -9223372036854775808 -170141183460469231731687303715884105728 1.4E-45 4.9E-324 char2 100000000 100000000 4 0.1 0.99999999 9999999999.9999999999 99999999999999999999999999999999999999 9.9999999999999999999999999999999999999 0.99999999999999999999999999999999999999 -3 2023-04-21 2023-04-21 2023-04-20T12:34:56 2023-04-20T00:00 2023-04-20T00:00:00.123 2023-04-20T00:00:00.123456 Beijing 32767 127 true 2147483647 9223372036854775807 170141183460469231731687303715884105727 3.4028235e+38 1.7976931348623157E308 char3 999999999 999999999 9 0.9 9.99999999 1234567890.0123456789 12345678901234567890123456789012345678 1.2345678901234567890123456789012345678 0.12345678901234567890123456789012345678 +1 2023-04-20 2023-04-20 2023-04-20T00:00 2023-04-20T00:00 2023-04-20T00:00 2023-04-20T00:00 Beijing Haidian 1 1 true 1 1 1 1.1 1.1 char1 1.000000000 1.000000000 1 0.1 1.00000000 1.0000000000 1 1.0000000000000000000000000000000000000 0.10000000000000000000000000000000000000 +2 9999-12-31 9999-12-31 9999-12-31T23:59:59 9999-12-31T23:59:59 2023-04-20T00:00:00.120 2023-04-20T00:00:00.334400 Haidian -32768 -128 true -2147483648 -9223372036854775808 -170141183460469231731687303715884105728 1.4E-45 4.940656458412465e-324 char2 100000000.000000000 100000000.000000000 4 0.1 0.99999999 9999999999.9999999999 99999999999999999999999999999999999999 9.9999999999999999999999999999999999999 0.99999999999999999999999999999999999999 +3 2023-04-21 2023-04-21 2023-04-20T12:34:56 2023-04-20T00:00 2023-04-20T00:00:00.123 2023-04-20T00:00:00.123456 Beijing 32767 127 true 2147483647 9223372036854775807 170141183460469231731687303715884105727 3.402823E38 1.797693134862316e+308 char3 999999999.000000000 999999999.000000000 9 0.9 9.99999999 1234567890.0123456789 12345678901234567890123456789012345678 1.2345678901234567890123456789012345678 0.12345678901234567890123456789012345678 -- !select_tvf2 -- -1 2023-04-20 2023-04-20 2023-04-20T00:00 2023-04-20T00:00 2023-04-20T00:00 2023-04-20T00:00 Beijing Haidian 1 1 true 1 1 1 1.1 1.1 char1 1 1 1 0.1 1.00000000 1.0000000000 1 1.0000000000000000000000000000000000000 0.10000000000000000000000000000000000000 -2 9999-12-31 9999-12-31 9999-12-31T23:59:59 9999-12-31T23:59:59 2023-04-20T00:00:00.120 2023-04-20T00:00:00.334400 Haidian -32768 -128 true -2147483648 -9223372036854775808 -170141183460469231731687303715884105728 1.4E-45 4.9E-324 char2 100000000 100000000 4 0.1 0.99999999 9999999999.9999999999 99999999999999999999999999999999999999 9.9999999999999999999999999999999999999 0.99999999999999999999999999999999999999 -3 2023-04-21 2023-04-21 2023-04-20T12:34:56 2023-04-20T00:00 2023-04-20T00:00:00.123 2023-04-20T00:00:00.123456 Beijing 32767 127 true 2147483647 9223372036854775807 170141183460469231731687303715884105727 3.4028235e+38 1.7976931348623157E308 char3 999999999 999999999 9 0.9 9.99999999 1234567890.0123456789 12345678901234567890123456789012345678 1.2345678901234567890123456789012345678 0.12345678901234567890123456789012345678 +1 2023-04-20 2023-04-20 2023-04-20T00:00 2023-04-20T00:00 2023-04-20T00:00 2023-04-20T00:00 Beijing Haidian 1 1 true 1 1 1 1.1 1.1 char1 1.000000000 1.000000000 1 0.1 1.00000000 1.0000000000 1 1.0000000000000000000000000000000000000 0.10000000000000000000000000000000000000 +2 9999-12-31 9999-12-31 9999-12-31T23:59:59 9999-12-31T23:59:59 2023-04-20T00:00:00.120 2023-04-20T00:00:00.334400 Haidian -32768 -128 true -2147483648 -9223372036854775808 -170141183460469231731687303715884105728 1.4E-45 4.940656458412465e-324 char2 100000000.000000000 100000000.000000000 4 0.1 0.99999999 9999999999.9999999999 99999999999999999999999999999999999999 9.9999999999999999999999999999999999999 0.99999999999999999999999999999999999999 +3 2023-04-21 2023-04-21 2023-04-20T12:34:56 2023-04-20T00:00 2023-04-20T00:00:00.123 2023-04-20T00:00:00.123456 Beijing 32767 127 true 2147483647 9223372036854775807 170141183460469231731687303715884105727 3.402823E38 1.797693134862316e+308 char3 999999999.000000000 999999999.000000000 9 0.9 9.99999999 1234567890.0123456789 12345678901234567890123456789012345678 1.2345678901234567890123456789012345678 0.12345678901234567890123456789012345678 -- !hive_docker_02 -- 1 2023-04-20 2023-04-20 2023-04-19 16:00:00.0 2023-04-19 16:00:00.0 2023-04-19 16:00:00.0 2023-04-19 16:00:00.0 Beijing Haidian 1 1 true 1 1 1 1.1 1.1 char1 1 1 1 0.1 1.00000000 1.0000000000 1 1.0000000000000000000000000000000000000 0.10000000000000000000000000000000000000 @@ -75,14 +75,14 @@ 8 nereids \N -- !select_base2 -- -1 2023-04-20 2023-04-20 2023-04-20T00:00 2023-04-20T00:00 2023-04-20T00:00 2023-04-20T00:00 Beijing Haidian 1 1 true 1 1 1 1.1 1.1 char1 1 1 1 0.1 1.00000000 1.0000000000 1 1.0000000000000000000000000000000000000 0.10000000000000000000000000000000000000 -2 9999-12-31 9999-12-31 9999-12-31T23:59:59 9999-12-31T23:59:59 2023-04-20T00:00:00.120 2023-04-20T00:00:00.334400 Haidian -32768 -128 true -2147483648 -9223372036854775808 -170141183460469231731687303715884105728 1.4E-45 4.9E-324 char2 100000000 100000000 4 0.1 0.99999999 9999999999.9999999999 99999999999999999999999999999999999999 9.9999999999999999999999999999999999999 0.99999999999999999999999999999999999999 -3 2023-04-21 2023-04-21 2023-04-20T12:34:56 2023-04-20T00:00 2023-04-20T00:00:00.123 2023-04-20T00:00:00.123456 Beijing 32767 127 true 2147483647 9223372036854775807 170141183460469231731687303715884105727 3.4028235e+38 1.7976931348623157E308 char3 999999999 999999999 9 0.9 9.99999999 1234567890.0123456789 12345678901234567890123456789012345678 1.2345678901234567890123456789012345678 0.12345678901234567890123456789012345678 +1 2023-04-20 2023-04-20 2023-04-20T00:00 2023-04-20T00:00 2023-04-20T00:00 2023-04-20T00:00 Beijing Haidian 1 1 true 1 1 1 1.1 1.1 char1 1.000000000 1.000000000 1 0.1 1.00000000 1.0000000000 1 1.0000000000000000000000000000000000000 0.10000000000000000000000000000000000000 +2 9999-12-31 9999-12-31 9999-12-31T23:59:59 9999-12-31T23:59:59 2023-04-20T00:00:00.120 2023-04-20T00:00:00.334400 Haidian -32768 -128 true -2147483648 -9223372036854775808 -170141183460469231731687303715884105728 1.4E-45 4.940656458412465e-324 char2 100000000.000000000 100000000.000000000 4 0.1 0.99999999 9999999999.9999999999 99999999999999999999999999999999999999 9.9999999999999999999999999999999999999 0.99999999999999999999999999999999999999 +3 2023-04-21 2023-04-21 2023-04-20T12:34:56 2023-04-20T00:00 2023-04-20T00:00:00.123 2023-04-20T00:00:00.123456 Beijing 32767 127 true 2147483647 9223372036854775807 170141183460469231731687303715884105727 3.402823E38 1.797693134862316e+308 char3 999999999.000000000 999999999.000000000 9 0.9 9.99999999 1234567890.0123456789 12345678901234567890123456789012345678 1.2345678901234567890123456789012345678 0.12345678901234567890123456789012345678 -- !select_tvf2 -- -1 2023-04-20 2023-04-20 2023-04-20T00:00 2023-04-20T00:00 2023-04-20T00:00 2023-04-20T00:00 Beijing Haidian 1 1 true 1 1 1 1.1 1.1 char1 1 1 1 0.1 1.00000000 1.0000000000 1 1.0000000000000000000000000000000000000 0.10000000000000000000000000000000000000 -2 9999-12-31 9999-12-31 9999-12-31T23:59:59 9999-12-31T23:59:59 2023-04-20T00:00:00.120 2023-04-20T00:00:00.334400 Haidian -32768 -128 true -2147483648 -9223372036854775808 -170141183460469231731687303715884105728 1.4E-45 4.9E-324 char2 100000000 100000000 4 0.1 0.99999999 9999999999.9999999999 99999999999999999999999999999999999999 9.9999999999999999999999999999999999999 0.99999999999999999999999999999999999999 -3 2023-04-21 2023-04-21 2023-04-20T12:34:56 2023-04-20T00:00 2023-04-20T00:00:00.123 2023-04-20T00:00:00.123456 Beijing 32767 127 true 2147483647 9223372036854775807 170141183460469231731687303715884105727 3.4028235e+38 1.7976931348623157E308 char3 999999999 999999999 9 0.9 9.99999999 1234567890.0123456789 12345678901234567890123456789012345678 1.2345678901234567890123456789012345678 0.12345678901234567890123456789012345678 +1 2023-04-20 2023-04-20 2023-04-20T00:00 2023-04-20T00:00 2023-04-20T00:00 2023-04-20T00:00 Beijing Haidian 1 1 true 1 1 1 1.1 1.1 char1 1.000000000 1.000000000 1 0.1 1.00000000 1.0000000000 1 1.0000000000000000000000000000000000000 0.10000000000000000000000000000000000000 +2 9999-12-31 9999-12-31 9999-12-31T23:59:59 9999-12-31T23:59:59 2023-04-20T00:00:00.120 2023-04-20T00:00:00.334400 Haidian -32768 -128 true -2147483648 -9223372036854775808 -170141183460469231731687303715884105728 1.4E-45 4.940656458412465e-324 char2 100000000.000000000 100000000.000000000 4 0.1 0.99999999 9999999999.9999999999 99999999999999999999999999999999999999 9.9999999999999999999999999999999999999 0.99999999999999999999999999999999999999 +3 2023-04-21 2023-04-21 2023-04-20T12:34:56 2023-04-20T00:00 2023-04-20T00:00:00.123 2023-04-20T00:00:00.123456 Beijing 32767 127 true 2147483647 9223372036854775807 170141183460469231731687303715884105727 3.402823E38 1.797693134862316e+308 char3 999999999.000000000 999999999.000000000 9 0.9 9.99999999 1234567890.0123456789 12345678901234567890123456789012345678 1.2345678901234567890123456789012345678 0.12345678901234567890123456789012345678 -- !hive_docker_02 -- 1 2023-04-20 2023-04-20 2023-04-19 16:00:00.0 2023-04-19 16:00:00.0 2023-04-19 16:00:00.0 2023-04-19 16:00:00.0 Beijing Haidian 1 1 true 1 1 1 1.1 1.1 char1 1 1 1 0.1 1.00000000 1.0000000000 1 1.0000000000000000000000000000000000000 0.10000000000000000000000000000000000000 diff --git a/regression-test/data/external_table_p0/export/hive_read/parquet/test_hive_read_parquet_comlex_type.out b/regression-test/data/external_table_p0/export/hive_read/parquet/test_hive_read_parquet_comlex_type.out index 6e0541a492445d..33fb6d03cc16bd 100644 --- a/regression-test/data/external_table_p0/export/hive_read/parquet/test_hive_read_parquet_comlex_type.out +++ b/regression-test/data/external_table_p0/export/hive_read/parquet/test_hive_read_parquet_comlex_type.out @@ -99,16 +99,16 @@ 10 doris_10 {"user_id":10, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00", "city":null, "age":null, "sex":null, "bool_col":null, "int_col":null, "bigint_col":null, "largeint_col":null, "float_col":null, "double_col":null, "char_col":null, "decimal_col":null} -- !select_tvf4 -- -1 doris_1 {"user_id":1, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":1, "sex":1, "bool_col":1, "int_col":1, "bigint_col":1, "largeint_col":"1", "float_col":1.1, "double_col":1.1, "char_col":"char1_1234", "decimal_col":1.000000000} -2 doris_2 {"user_id":2, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":2, "sex":2, "bool_col":1, "int_col":2, "bigint_col":2, "largeint_col":"2", "float_col":2.2, "double_col":2.2, "char_col":"char2_1234", "decimal_col":2.000000000} -3 doris_3 {"user_id":3, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":3, "sex":3, "bool_col":1, "int_col":3, "bigint_col":3, "largeint_col":"3", "float_col":3.3, "double_col":3.3, "char_col":"char3_1234", "decimal_col":3.000000000} -4 doris_4 {"user_id":4, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":4, "sex":4, "bool_col":1, "int_col":4, "bigint_col":4, "largeint_col":"4", "float_col":4.4, "double_col":4.4, "char_col":"char4_1234", "decimal_col":4.000000000} -5 doris_5 {"user_id":5, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":5, "sex":5, "bool_col":1, "int_col":5, "bigint_col":5, "largeint_col":"5", "float_col":5.5, "double_col":5.5, "char_col":"char5_1234", "decimal_col":5.000000000} -6 doris_6 {"user_id":6, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":6, "sex":6, "bool_col":1, "int_col":6, "bigint_col":6, "largeint_col":"6", "float_col":6.6, "double_col":6.6, "char_col":"char6_1234", "decimal_col":6.000000000} -7 doris_7 {"user_id":7, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":7, "sex":7, "bool_col":1, "int_col":7, "bigint_col":7, "largeint_col":"7", "float_col":7.7, "double_col":7.7, "char_col":"char7_1234", "decimal_col":7.000000000} -8 doris_8 {"user_id":8, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":8, "sex":8, "bool_col":1, "int_col":8, "bigint_col":8, "largeint_col":"8", "float_col":8.8, "double_col":8.800000000000001, "char_col":"char8_1234", "decimal_col":8.000000000} -9 doris_9 {"user_id":9, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":9, "sex":9, "bool_col":1, "int_col":9, "bigint_col":9, "largeint_col":"9", "float_col":9.9, "double_col":9.9, "char_col":"char9_1234", "decimal_col":9.000000000} -10 doris_10 {"user_id":10, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":null, "age":null, "sex":null, "bool_col":null, "int_col":null, "bigint_col":null, "largeint_col":null, "float_col":null, "double_col":null, "char_col":null, "decimal_col":null} +1 doris_1 {"user_id":1, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":1, "sex":1, "bool_col":1, "int_col":1, "bigint_col":1, "largeint_col":"1", "float_col":1.1, "double_col":1.1, "char_col":"char1_1234", "decimal_col":1.000000000} +2 doris_2 {"user_id":2, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":2, "sex":2, "bool_col":1, "int_col":2, "bigint_col":2, "largeint_col":"2", "float_col":2.2, "double_col":2.2, "char_col":"char2_1234", "decimal_col":2.000000000} +3 doris_3 {"user_id":3, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":3, "sex":3, "bool_col":1, "int_col":3, "bigint_col":3, "largeint_col":"3", "float_col":3.3, "double_col":3.3, "char_col":"char3_1234", "decimal_col":3.000000000} +4 doris_4 {"user_id":4, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":4, "sex":4, "bool_col":1, "int_col":4, "bigint_col":4, "largeint_col":"4", "float_col":4.4, "double_col":4.4, "char_col":"char4_1234", "decimal_col":4.000000000} +5 doris_5 {"user_id":5, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":5, "sex":5, "bool_col":1, "int_col":5, "bigint_col":5, "largeint_col":"5", "float_col":5.5, "double_col":5.5, "char_col":"char5_1234", "decimal_col":5.000000000} +6 doris_6 {"user_id":6, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":6, "sex":6, "bool_col":1, "int_col":6, "bigint_col":6, "largeint_col":"6", "float_col":6.6, "double_col":6.6, "char_col":"char6_1234", "decimal_col":6.000000000} +7 doris_7 {"user_id":7, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":7, "sex":7, "bool_col":1, "int_col":7, "bigint_col":7, "largeint_col":"7", "float_col":7.7, "double_col":7.7, "char_col":"char7_1234", "decimal_col":7.000000000} +8 doris_8 {"user_id":8, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":8, "sex":8, "bool_col":1, "int_col":8, "bigint_col":8, "largeint_col":"8", "float_col":8.8, "double_col":8.800000000000001, "char_col":"char8_1234", "decimal_col":8.000000000} +9 doris_9 {"user_id":9, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":9, "sex":9, "bool_col":1, "int_col":9, "bigint_col":9, "largeint_col":"9", "float_col":9.9, "double_col":9.9, "char_col":"char9_1234", "decimal_col":9.000000000} +10 doris_10 {"user_id":10, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":null, "age":null, "sex":null, "bool_col":null, "int_col":null, "bigint_col":null, "largeint_col":null, "float_col":null, "double_col":null, "char_col":null, "decimal_col":null} -- !hive_docker_04 -- 1 doris_1 {"user_id":1,"date":"2017-10-01","datetime":"2017-09-30 16:00:00","city":"Beijing","age":1,"sex":1,"bool_col":true,"int_col":1,"bigint_col":1,"largeint_col":"1","float_col":1.1,"double_col":1.1,"char_col":"char1_1234","decimal_col":1} @@ -222,16 +222,16 @@ 10 doris_10 {"user_id":10, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00", "city":null, "age":null, "sex":null, "bool_col":null, "int_col":null, "bigint_col":null, "largeint_col":null, "float_col":null, "double_col":null, "char_col":null, "decimal_col":null} -- !select_tvf4 -- -1 doris_1 {"user_id":1, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":1, "sex":1, "bool_col":1, "int_col":1, "bigint_col":1, "largeint_col":"1", "float_col":1.1, "double_col":1.1, "char_col":"char1_1234", "decimal_col":1.000000000} -2 doris_2 {"user_id":2, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":2, "sex":2, "bool_col":1, "int_col":2, "bigint_col":2, "largeint_col":"2", "float_col":2.2, "double_col":2.2, "char_col":"char2_1234", "decimal_col":2.000000000} -3 doris_3 {"user_id":3, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":3, "sex":3, "bool_col":1, "int_col":3, "bigint_col":3, "largeint_col":"3", "float_col":3.3, "double_col":3.3, "char_col":"char3_1234", "decimal_col":3.000000000} -4 doris_4 {"user_id":4, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":4, "sex":4, "bool_col":1, "int_col":4, "bigint_col":4, "largeint_col":"4", "float_col":4.4, "double_col":4.4, "char_col":"char4_1234", "decimal_col":4.000000000} -5 doris_5 {"user_id":5, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":5, "sex":5, "bool_col":1, "int_col":5, "bigint_col":5, "largeint_col":"5", "float_col":5.5, "double_col":5.5, "char_col":"char5_1234", "decimal_col":5.000000000} -6 doris_6 {"user_id":6, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":6, "sex":6, "bool_col":1, "int_col":6, "bigint_col":6, "largeint_col":"6", "float_col":6.6, "double_col":6.6, "char_col":"char6_1234", "decimal_col":6.000000000} -7 doris_7 {"user_id":7, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":7, "sex":7, "bool_col":1, "int_col":7, "bigint_col":7, "largeint_col":"7", "float_col":7.7, "double_col":7.7, "char_col":"char7_1234", "decimal_col":7.000000000} -8 doris_8 {"user_id":8, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":8, "sex":8, "bool_col":1, "int_col":8, "bigint_col":8, "largeint_col":"8", "float_col":8.8, "double_col":8.800000000000001, "char_col":"char8_1234", "decimal_col":8.000000000} -9 doris_9 {"user_id":9, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":"Beijing", "age":9, "sex":9, "bool_col":1, "int_col":9, "bigint_col":9, "largeint_col":"9", "float_col":9.9, "double_col":9.9, "char_col":"char9_1234", "decimal_col":9.000000000} -10 doris_10 {"user_id":10, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000000", "city":null, "age":null, "sex":null, "bool_col":null, "int_col":null, "bigint_col":null, "largeint_col":null, "float_col":null, "double_col":null, "char_col":null, "decimal_col":null} +1 doris_1 {"user_id":1, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":1, "sex":1, "bool_col":1, "int_col":1, "bigint_col":1, "largeint_col":"1", "float_col":1.1, "double_col":1.1, "char_col":"char1_1234", "decimal_col":1.000000000} +2 doris_2 {"user_id":2, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":2, "sex":2, "bool_col":1, "int_col":2, "bigint_col":2, "largeint_col":"2", "float_col":2.2, "double_col":2.2, "char_col":"char2_1234", "decimal_col":2.000000000} +3 doris_3 {"user_id":3, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":3, "sex":3, "bool_col":1, "int_col":3, "bigint_col":3, "largeint_col":"3", "float_col":3.3, "double_col":3.3, "char_col":"char3_1234", "decimal_col":3.000000000} +4 doris_4 {"user_id":4, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":4, "sex":4, "bool_col":1, "int_col":4, "bigint_col":4, "largeint_col":"4", "float_col":4.4, "double_col":4.4, "char_col":"char4_1234", "decimal_col":4.000000000} +5 doris_5 {"user_id":5, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":5, "sex":5, "bool_col":1, "int_col":5, "bigint_col":5, "largeint_col":"5", "float_col":5.5, "double_col":5.5, "char_col":"char5_1234", "decimal_col":5.000000000} +6 doris_6 {"user_id":6, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":6, "sex":6, "bool_col":1, "int_col":6, "bigint_col":6, "largeint_col":"6", "float_col":6.6, "double_col":6.6, "char_col":"char6_1234", "decimal_col":6.000000000} +7 doris_7 {"user_id":7, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":7, "sex":7, "bool_col":1, "int_col":7, "bigint_col":7, "largeint_col":"7", "float_col":7.7, "double_col":7.7, "char_col":"char7_1234", "decimal_col":7.000000000} +8 doris_8 {"user_id":8, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":8, "sex":8, "bool_col":1, "int_col":8, "bigint_col":8, "largeint_col":"8", "float_col":8.8, "double_col":8.800000000000001, "char_col":"char8_1234", "decimal_col":8.000000000} +9 doris_9 {"user_id":9, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":"Beijing", "age":9, "sex":9, "bool_col":1, "int_col":9, "bigint_col":9, "largeint_col":"9", "float_col":9.9, "double_col":9.9, "char_col":"char9_1234", "decimal_col":9.000000000} +10 doris_10 {"user_id":10, "date":"2017-10-01", "datetime":"2017-10-01 00:00:00.000", "city":null, "age":null, "sex":null, "bool_col":null, "int_col":null, "bigint_col":null, "largeint_col":null, "float_col":null, "double_col":null, "char_col":null, "decimal_col":null} -- !hive_docker_04 -- 1 doris_1 {"user_id":1,"date":"2017-10-01","datetime":"2017-09-30 16:00:00","city":"Beijing","age":1,"sex":1,"bool_col":true,"int_col":1,"bigint_col":1,"largeint_col":"1","float_col":1.1,"double_col":1.1,"char_col":"char1_1234","decimal_col":1} diff --git a/regression-test/data/external_table_p0/hive/ddl/test_hive_ctas.out b/regression-test/data/external_table_p0/hive/ddl/test_hive_ctas.out index 160c99248fe90c..bf8e0eec37da9d 100644 --- a/regression-test/data/external_table_p0/hive/ddl/test_hive_ctas.out +++ b/regression-test/data/external_table_p0/hive/ddl/test_hive_ctas.out @@ -88,210 +88,10 @@ 22 value_for_pt11 -- !ctas_types_01 -- -true 127 32767 2147483647 9223372036854775807 default 22.12345 3.141592653 99999.9999 default default 2023-05-29 2023-05-29T23:19:34 - --- !hive_docker_ctas_types_01 -- -true 127 32767 2147483647 9223372036854775807 default 22.12345 3.141592653 99999.9999 default default 2023-05-29 2023-05-29 23:19:34.0 - --- !ctas_types_02 -- -true 127 32767 2147483647 default 22.12345 3.141592653 99999.9999 default - --- !hive_docker_ctas_types_02 -- -true 127 32767 2147483647 default 22.12345 3.141592653 99999.9999 default - --- !ctas_01 -- -2 -3 - --- !hive_docker_ctas_01 -- -2 -3 - --- !ctas_02 -- -2 -3 - --- !hive_docker_ctas_02 -- -2 -3 - --- !ctas_03 -- -22 value_for_pt11 value_for_pt22 - --- !hive_docker_ctas_03 -- -22 value_for_pt11 value_for_pt22 - --- !ctas_04 -- -22 value_for_pt11 value_for_pt22 - --- !hive_docker_ctas_04 -- -22 value_for_pt11 value_for_pt22 - --- !ctas_05 -- -11 value_for_pt1 value_for_pt2 -22 value_for_pt11 value_for_pt22 - --- !hive_docker_ctas_05 -- -11 value_for_pt1 value_for_pt2 -22 value_for_pt11 value_for_pt22 - --- !ctas_06 -- -11 value_for_pt1 value_for_pt2 -22 value_for_pt11 value_for_pt22 - --- !hive_docker_ctas_06 -- -11 value_for_pt1 value_for_pt2 -22 value_for_pt11 value_for_pt22 - --- !ctas_ex01 -- -2 -3 - --- !hive_docker_ctas_ex01 -- -2 -3 - --- !ctas_ex02 -- -11 value_for_pt1 value_for_pt2 -22 value_for_pt11 \N -22 value_for_pt11 value_for_pt22 - --- !hive_docker_ctas_ex02 -- -11 value_for_pt1 value_for_pt2 -22 value_for_pt11 __HIVE_DEFAULT_PARTITION__ -22 value_for_pt11 value_for_pt22 - --- !ctas_03 -- -\N another string value for col2 -\N string value for col2 -\N yet another string value for col2 - --- !hive_docker_ctas_ex03 -- -\N another string value for col2 -\N string value for col2 -\N yet another string value for col2 - --- !ctas_04 -- -\N 11 value_for_pt1 -\N 22 value_for_pt11 - --- !hive_docker_ctas_ex04 -- -\N 11 value_for_pt1 -\N 22 value_for_pt11 - --- !qualified_table1 -- -11 value_for_pt1 -22 value_for_pt11 - --- !qualified_table2 -- -11 value_for_pt1 -22 value_for_pt11 - --- !ctas_types_01 -- -true 127 32767 2147483647 9223372036854775807 default 22.12345 3.141592653 99999.9999 default default 2023-05-29 2023-05-29T23:19:34 +true 127 32767 2147483647 9223372036854775807 default 22.12345 3.141592653 99999.9999 default default 2023-05-29 2023-05-29T15:19:34 -- !hive_docker_ctas_types_01 -- -true 127 32767 2147483647 9223372036854775807 default 22.12345 3.141592653 99999.9999 default default 2023-05-29 2023-05-29 23:19:34.0 - --- !ctas_types_02 -- -true 127 32767 2147483647 default 22.12345 3.141592653 99999.9999 default - --- !hive_docker_ctas_types_02 -- -true 127 32767 2147483647 default 22.12345 3.141592653 99999.9999 default - --- !ctas_01 -- -2 -3 - --- !hive_docker_ctas_01 -- -2 -3 - --- !ctas_02 -- -2 -3 - --- !hive_docker_ctas_02 -- -2 -3 - --- !ctas_03 -- -22 value_for_pt11 value_for_pt22 - --- !hive_docker_ctas_03 -- -22 value_for_pt11 value_for_pt22 - --- !ctas_04 -- -22 value_for_pt11 value_for_pt22 - --- !hive_docker_ctas_04 -- -22 value_for_pt11 value_for_pt22 - --- !ctas_05 -- -11 value_for_pt1 value_for_pt2 -22 value_for_pt11 value_for_pt22 - --- !hive_docker_ctas_05 -- -11 value_for_pt1 value_for_pt2 -22 value_for_pt11 value_for_pt22 - --- !ctas_06 -- -11 value_for_pt1 value_for_pt2 -22 value_for_pt11 value_for_pt22 - --- !hive_docker_ctas_06 -- -11 value_for_pt1 value_for_pt2 -22 value_for_pt11 value_for_pt22 - --- !ctas_ex01 -- -2 -3 - --- !hive_docker_ctas_ex01 -- -2 -3 - --- !ctas_ex02 -- -11 value_for_pt1 value_for_pt2 -22 value_for_pt11 \N -22 value_for_pt11 value_for_pt22 - --- !hive_docker_ctas_ex02 -- -11 value_for_pt1 value_for_pt2 -22 value_for_pt11 __HIVE_DEFAULT_PARTITION__ -22 value_for_pt11 value_for_pt22 - --- !ctas_03 -- -\N another string value for col2 -\N string value for col2 -\N yet another string value for col2 - --- !hive_docker_ctas_ex03 -- -\N another string value for col2 -\N string value for col2 -\N yet another string value for col2 - --- !ctas_04 -- -\N 11 value_for_pt1 -\N 22 value_for_pt11 - --- !hive_docker_ctas_ex04 -- -\N 11 value_for_pt1 -\N 22 value_for_pt11 - --- !qualified_table1 -- -11 value_for_pt1 -22 value_for_pt11 - --- !qualified_table2 -- -11 value_for_pt1 -22 value_for_pt11 - --- !ctas_types_01 -- -true 127 32767 2147483647 9223372036854775807 default 22.12345 3.141592653 99999.9999 default default 2023-05-29 2023-05-29T23:19:34 - --- !hive_docker_ctas_types_01 -- -true 127 32767 2147483647 9223372036854775807 default 22.12345 3.141592653 99999.9999 default default 2023-05-29 2023-05-29 23:19:34.0 +true 127 32767 2147483647 9223372036854775807 default 22.12345 3.141592653 99999.9999 default default 2023-05-29 2023-05-29 15:19:34.0 -- !ctas_types_02 -- true 127 32767 2147483647 default 22.12345 3.141592653 99999.9999 default diff --git a/regression-test/data/external_table_p0/hive/test_complex_types.out b/regression-test/data/external_table_p0/hive/test_complex_types.out index 4a9dbbe835c7fc..fa9e6a724584aa 100644 --- a/regression-test/data/external_table_p0/hive/test_complex_types.out +++ b/regression-test/data/external_table_p0/hive/test_complex_types.out @@ -12,7 +12,7 @@ [0.9805502029231666, 0.5330291595754054, 0.3002474487337981, 0.4856360175030267, 0.7687106425158624, 0.6993506644925102, 0.2849354808825807, 0.3473417455186141, 0.1350012944304507, 0.9708132103700939, 0.1858304263994345, 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!array_max_orc -- 11028 diff --git a/regression-test/data/external_table_p0/hive/test_external_catalog_hive.out b/regression-test/data/external_table_p0/hive/test_external_catalog_hive.out index 8a104343fc4e10..f5acb6894eefee 100644 --- a/regression-test/data/external_table_p0/hive/test_external_catalog_hive.out +++ b/regression-test/data/external_table_p0/hive/test_external_catalog_hive.out @@ -114,132 +114,8 @@ a126 15 -- !par_fields_in_file_parquet5 -- -- !parquet_adjusted_utc -- -1997-09-21 1999-01-12T15:12:31.235784 -1998-01-12 1993-06-11T11:33:12.356500 -2002-09-29 2001-01-17T21:23:42.120 -2008-08-07 2023-09-23T11:12:17.458 -2009-11-13 2011-11-12T01:23:06.986 -2012-07-08 2023-11-09T20:21:16.321 -2017-09-13 2009-09-21T04:23:14.309124 -2024-03-23 2024-02-01T21:11:09.170 - --- !q01 -- -zhangsan 1 -lisi 1 - --- !q02 -- -1 1 -2 1 -3 1 -4 1 - --- !q03 -- -123 china 4 56 sc -234 america 5 67 ls -345 cana 4 56 fy -567 fre 7 89 pa - --- !q04 -- -p_partkey2 p_name2 p_mfgr2 p_brand2 p_type2 p_size2 p_con2 p_r_price2 p_comment2 -p_partkey1 p_name1 p_mfgr1 p_brand1 p_type1 p_size1 p_con1 p_r_price1 p_comment1 -p_partkey0 p_name0 p_mfgr0 p_brand0 p_type0 p_size0 p_con0 p_r_price0 p_comment0 - --- !q05 -- -batchno appsheet_no filedate t_no tano t_name chged_no mob_no2 home_no off_no -off_no home_no mob_no2 chged_no t_name tano t_no filedate appsheet_no batchno - --- !q06 -- -bill_code dates ord_year ord_month ord_quarter on_time - --- !q07 -- -2 - --- !q08 -- -123 zhangsan 12 123.45 2022-01-01 -124 lisi 12 123.45 2022-01-01 -125 lisan 12 123.45 2022-01-02 - --- !q09 -- -a123 12 -a124 13 -a125 14 -a126 15 - --- !par_fields_in_file_orc1 -- -1 Alice 100.0 2023 8 -2 Bob 150.0 2023 8 - --- !par_fields_in_file_parquet1 -- -1 Alice 100.0 2023 8 -2 Bob 150.0 2023 8 - --- !par_fields_in_file_orc2 -- -1 Alice 100.0 2023 8 -2 Bob 150.0 2023 8 - --- !par_fields_in_file_parquet2 -- -1 Alice 100.0 2023 8 -2 Bob 150.0 2023 8 - --- !par_fields_in_file_orc3 -- -1 Alice 100.0 2023 8 -2 Bob 150.0 2023 8 - --- !par_fields_in_file_parquet3 -- -1 Alice 100.0 2023 8 -2 Bob 150.0 2023 8 - --- !par_fields_in_file_orc4 -- -1 Alice 100.0 2023 8 -2 Bob 150.0 2023 8 - --- !par_fields_in_file_parquet4 -- -1 Alice 100.0 2023 8 -2 Bob 150.0 2023 8 - --- !par_fields_in_file_orc5 -- - --- !par_fields_in_file_parquet5 -- - --- !par_fields_in_file_orc1 -- -1 Alice 100.0 2023 8 -2 Bob 150.0 2023 8 - --- !par_fields_in_file_parquet1 -- -1 Alice 100.0 2023 8 -2 Bob 150.0 2023 8 - --- !par_fields_in_file_orc2 -- -1 Alice 100.0 2023 8 -2 Bob 150.0 2023 8 - --- !par_fields_in_file_parquet2 -- -1 Alice 100.0 2023 8 -2 Bob 150.0 2023 8 - --- !par_fields_in_file_orc3 -- -1 Alice 100.0 2023 8 -2 Bob 150.0 2023 8 - --- !par_fields_in_file_parquet3 -- -1 Alice 100.0 2023 8 -2 Bob 150.0 2023 8 - --- !par_fields_in_file_orc4 -- -1 Alice 100.0 2023 8 -2 Bob 150.0 2023 8 - --- !par_fields_in_file_parquet4 -- -1 Alice 100.0 2023 8 -2 Bob 150.0 2023 8 - --- !par_fields_in_file_orc5 -- - --- !par_fields_in_file_parquet5 -- - --- !parquet_adjusted_utc -- -1997-09-21 1999-01-12T15:12:31.235784 -1998-01-12 1993-06-11T11:33:12.356500 +1997-09-21 1999-01-12T07:12:31.235784 +1998-01-12 1993-06-11T03:33:12.356500 2002-09-29 2001-01-17T21:23:42.120 2008-08-07 2023-09-23T11:12:17.458 2009-11-13 2011-11-12T01:23:06.986 diff --git a/regression-test/data/external_table_p0/hive/test_external_catalog_hive_partition.out b/regression-test/data/external_table_p0/hive/test_external_catalog_hive_partition.out index 0402feef40e6b5..ed1f47a4c2ae25 100644 --- a/regression-test/data/external_table_p0/hive/test_external_catalog_hive_partition.out +++ b/regression-test/data/external_table_p0/hive/test_external_catalog_hive_partition.out @@ -1,147 +1,27 @@ -- This file is automatically generated. 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92f6fe1be9b9773206d6b63e50feb470 196 2314158381335918424 0 3 3 http://public_search yandex.ru.livemaster 0 0 [] [4,15,333,3912,14512,12818] [18,348,1010] [] 1846 952 29 10 1 0.77 0 0 24 73d7 1 1 0 0 3238011 0 0 0 0 1119 641 157 2014-03-22T19:51:48 0 0 0 0 utf-8 330 0 0 0 7774109565808082252 11274076 0 0 0 0 0 E 2014-03-22T11:54:54 55 2 3 4 6 [105,11,9,88,45,14,98,72,3,925,2193,6,25,1] 3137666015 cc184643699dccab8d5d4af796c47449 -1 -1 -1 nD Tp 0 -1 0 0 81 0 0 0 -1 -1 -1 -1 -1 -1 -1 -1 0 0 07d21f 0 [] 0 15284527577228392792 14270691585016129648 0 0 [] [] [] [] [] \N c1889e2b9ad1e219ed04c0e9624b5139 1404 0 mix -4611870011201662970 0 HD Tube 5* 1 2014-03-22T05:11:29 2014-03-22 598875 4243808759 92f6fe1be9b9773206d6b63e50feb470 196 2314158381335918424 0 3 3 http://public_search yandex.ru.livemaster 0 0 [] [4,15,333,3912,14512,12818] [18,348,1010] [] 1846 952 29 10 1 0.77 0 0 24 73d7 1 1 0 0 3238011 0 0 0 0 1119 641 157 2014-03-22T19:51:48 0 0 0 0 utf-8 330 0 0 0 7774109565808082252 11274076 0 0 0 0 0 E 2014-03-22T11:54:54 55 2 3 4 6 [105,11,9,88,45,14,98,72,3,925,2193,6,25,1] 3137666015 cc184643699dccab8d5d4af796c47449 -1 -1 -1 nD Tp 0 -1 0 0 81 0 0 0 -1 -1 -1 -1 -1 -1 -1 -1 0 0 07d21f 0 [] 0 15284527577228392792 14270691585016129648 0 0 [] [] [] [] [] \N c1889e2b9ad1e219ed04c0e9624b5139 1404 0 plain -4611870011201662970 0 HD Tube 5* 1 2014-03-22T05:11:29 2014-03-22 598875 4243808759 92f6fe1be9b9773206d6b63e50feb470 196 2314158381335918424 0 3 3 http://public_search yandex.ru.livemaster 0 0 [] [4,15,333,3912,14512,12818] [18,348,1010] [] 1846 952 29 10 1 0.77 0 0 24 73d7 1 1 0 0 3238011 0 0 0 0 1119 641 157 2014-03-22T19:51:48 0 0 0 0 utf-8 330 0 0 0 7774109565808082252 11274076 0 0 0 0 0 E 2014-03-22T11:54:54 55 2 3 4 6 [105,11,9,88,45,14,98,72,3,925,2193,6,25,1] 3137666015 cc184643699dccab8d5d4af796c47449 -1 -1 -1 nD Tp 0 -1 0 0 81 0 0 0 -1 -1 -1 -1 -1 -1 -1 -1 0 0 07d21f 0 [] 0 15284527577228392792 14270691585016129648 0 0 [] [] [] [] [] \N c1889e2b9ad1e219ed04c0e9624b5139 1404 0 plain -4611870011201662970 0 HD Tube 5* 1 2014-03-22T05:11:29 2014-03-22 598875 4243808759 92f6fe1be9b9773206d6b63e50feb470 196 2314158381335918424 0 3 3 http://public_search yandex.ru.livemaster 0 0 [] [4,15,333,3912,14512,12818] [18,348,1010] [] 1846 952 29 10 1 0.77 0 0 24 73d7 1 1 0 0 3238011 0 0 0 0 1119 641 157 2014-03-22T19:51:48 0 0 0 0 utf-8 330 0 0 0 7774109565808082252 11274076 0 0 0 0 0 E 2014-03-22T11:54:54 55 2 3 4 6 [105,11,9,88,45,14,98,72,3,925,2193,6,25,1] 3137666015 cc184643699dccab8d5d4af796c47449 -1 -1 -1 nD Tp 0 -1 0 0 81 0 0 0 -1 -1 -1 -1 -1 -1 -1 -1 0 0 07d21f 0 [] 0 15284527577228392792 14270691585016129648 0 0 [] [] [] [] [] \N c1889e2b9ad1e219ed04c0e9624b5139 1404 0 snappy - --- !q31 -- -600005 - --- !q32 -- -1510010 - --- !q33 -- -4611870011201662970 0 HD Tube 5* 1 2014-03-22T05:11:29 2014-03-22 598875 4243808759 92f6fe1be9b9773206d6b63e50feb470 196 2314158381335918424 0 3 3 http://public_search yandex.ru.livemaster 0 0 [] [4,15,333,3912,14512,12818] [18,348,1010] [] 1846 952 29 10 1 0.77 0 0 24 73d7 1 1 0 0 3238011 0 0 0 0 1119 641 157 2014-03-22T19:51:48 0 0 0 0 utf-8 330 0 0 0 7774109565808082252 11274076 0 0 0 0 0 E 2014-03-22T11:54:54 55 2 3 4 6 [105,11,9,88,45,14,98,72,3,925,2193,6,25,1] 3137666015 cc184643699dccab8d5d4af796c47449 -1 -1 -1 nD Tp 0 -1 0 0 81 0 0 0 -1 -1 -1 -1 -1 -1 -1 -1 0 0 07d21f 0 [] 0 15284527577228392792 14270691585016129648 0 0 [] [] [] [] [] \N c1889e2b9ad1e219ed04c0e9624b5139 1404 0 2023-08-21 -4611870011201662970 0 HD Tube 5* 1 2014-03-22T05:11:29 2014-03-22 598875 4243808759 92f6fe1be9b9773206d6b63e50feb470 196 2314158381335918424 0 3 3 http://public_search yandex.ru.livemaster 0 0 [] [4,15,333,3912,14512,12818] [18,348,1010] [] 1846 952 29 10 1 0.77 0 0 24 73d7 1 1 0 0 3238011 0 0 0 0 1119 641 157 2014-03-22T19:51:48 0 0 0 0 utf-8 330 0 0 0 7774109565808082252 11274076 0 0 0 0 0 E 2014-03-22T11:54:54 55 2 3 4 6 [105,11,9,88,45,14,98,72,3,925,2193,6,25,1] 3137666015 cc184643699dccab8d5d4af796c47449 -1 -1 -1 nD Tp 0 -1 0 0 81 0 0 0 -1 -1 -1 -1 -1 -1 -1 -1 0 0 07d21f 0 [] 0 15284527577228392792 14270691585016129648 0 0 [] [] [] [] [] \N c1889e2b9ad1e219ed04c0e9624b5139 1404 0 bzip2 -4611870011201662970 0 HD Tube 5* 1 2014-03-22T05:11:29 2014-03-22 598875 4243808759 92f6fe1be9b9773206d6b63e50feb470 196 2314158381335918424 0 3 3 http://public_search yandex.ru.livemaster 0 0 [] [4,15,333,3912,14512,12818] [18,348,1010] [] 1846 952 29 10 1 0.77 0 0 24 73d7 1 1 0 0 3238011 0 0 0 0 1119 641 157 2014-03-22T19:51:48 0 0 0 0 utf-8 330 0 0 0 7774109565808082252 11274076 0 0 0 0 0 E 2014-03-22T11:54:54 55 2 3 4 6 [105,11,9,88,45,14,98,72,3,925,2193,6,25,1] 3137666015 cc184643699dccab8d5d4af796c47449 -1 -1 -1 nD Tp 0 -1 0 0 81 0 0 0 -1 -1 -1 -1 -1 -1 -1 -1 0 0 07d21f 0 [] 0 15284527577228392792 14270691585016129648 0 0 [] [] [] [] [] \N c1889e2b9ad1e219ed04c0e9624b5139 1404 0 bzip2 -4611870011201662970 0 HD Tube 5* 1 2014-03-22T05:11:29 2014-03-22 598875 4243808759 92f6fe1be9b9773206d6b63e50feb470 196 2314158381335918424 0 3 3 http://public_search yandex.ru.livemaster 0 0 [] [4,15,333,3912,14512,12818] [18,348,1010] [] 1846 952 29 10 1 0.77 0 0 24 73d7 1 1 0 0 3238011 0 0 0 0 1119 641 157 2014-03-22T19:51:48 0 0 0 0 utf-8 330 0 0 0 7774109565808082252 11274076 0 0 0 0 0 E 2014-03-22T11:54:54 55 2 3 4 6 [105,11,9,88,45,14,98,72,3,925,2193,6,25,1] 3137666015 cc184643699dccab8d5d4af796c47449 -1 -1 -1 nD Tp 0 -1 0 0 81 0 0 0 -1 -1 -1 -1 -1 -1 -1 -1 0 0 07d21f 0 [] 0 15284527577228392792 14270691585016129648 0 0 [] [] [] [] [] \N c1889e2b9ad1e219ed04c0e9624b5139 1404 0 deflate -4611870011201662970 0 HD Tube 5* 1 2014-03-22T05:11:29 2014-03-22 598875 4243808759 92f6fe1be9b9773206d6b63e50feb470 196 2314158381335918424 0 3 3 http://public_search yandex.ru.livemaster 0 0 [] [4,15,333,3912,14512,12818] [18,348,1010] [] 1846 952 29 10 1 0.77 0 0 24 73d7 1 1 0 0 3238011 0 0 0 0 1119 641 157 2014-03-22T19:51:48 0 0 0 0 utf-8 330 0 0 0 7774109565808082252 11274076 0 0 0 0 0 E 2014-03-22T11:54:54 55 2 3 4 6 [105,11,9,88,45,14,98,72,3,925,2193,6,25,1] 3137666015 cc184643699dccab8d5d4af796c47449 -1 -1 -1 nD Tp 0 -1 0 0 81 0 0 0 -1 -1 -1 -1 -1 -1 -1 -1 0 0 07d21f 0 [] 0 15284527577228392792 14270691585016129648 0 0 [] [] [] [] [] \N c1889e2b9ad1e219ed04c0e9624b5139 1404 0 deflate -4611870011201662970 0 HD Tube 5* 1 2014-03-22T05:11:29 2014-03-22 598875 4243808759 92f6fe1be9b9773206d6b63e50feb470 196 2314158381335918424 0 3 3 http://public_search yandex.ru.livemaster 0 0 [] [4,15,333,3912,14512,12818] [18,348,1010] [] 1846 952 29 10 1 0.77 0 0 24 73d7 1 1 0 0 3238011 0 0 0 0 1119 641 157 2014-03-22T19:51:48 0 0 0 0 utf-8 330 0 0 0 7774109565808082252 11274076 0 0 0 0 0 E 2014-03-22T11:54:54 55 2 3 4 6 [105,11,9,88,45,14,98,72,3,925,2193,6,25,1] 3137666015 cc184643699dccab8d5d4af796c47449 -1 -1 -1 nD Tp 0 -1 0 0 81 0 0 0 -1 -1 -1 -1 -1 -1 -1 -1 0 0 07d21f 0 [] 0 15284527577228392792 14270691585016129648 0 0 [] [] [] [] [] \N c1889e2b9ad1e219ed04c0e9624b5139 1404 0 gzip -4611870011201662970 0 HD Tube 5* 1 2014-03-22T05:11:29 2014-03-22 598875 4243808759 92f6fe1be9b9773206d6b63e50feb470 196 2314158381335918424 0 3 3 http://public_search yandex.ru.livemaster 0 0 [] [4,15,333,3912,14512,12818] [18,348,1010] [] 1846 952 29 10 1 0.77 0 0 24 73d7 1 1 0 0 3238011 0 0 0 0 1119 641 157 2014-03-22T19:51:48 0 0 0 0 utf-8 330 0 0 0 7774109565808082252 11274076 0 0 0 0 0 E 2014-03-22T11:54:54 55 2 3 4 6 [105,11,9,88,45,14,98,72,3,925,2193,6,25,1] 3137666015 cc184643699dccab8d5d4af796c47449 -1 -1 -1 nD Tp 0 -1 0 0 81 0 0 0 -1 -1 -1 -1 -1 -1 -1 -1 0 0 07d21f 0 [] 0 15284527577228392792 14270691585016129648 0 0 [] [] [] [] [] \N c1889e2b9ad1e219ed04c0e9624b5139 1404 0 gzip -4611870011201662970 0 HD Tube 5* 1 2014-03-22T05:11:29 2014-03-22 598875 4243808759 92f6fe1be9b9773206d6b63e50feb470 196 2314158381335918424 0 3 3 http://public_search yandex.ru.livemaster 0 0 [] [4,15,333,3912,14512,12818] [18,348,1010] [] 1846 952 29 10 1 0.77 0 0 24 73d7 1 1 0 0 3238011 0 0 0 0 1119 641 157 2014-03-22T19:51:48 0 0 0 0 utf-8 330 0 0 0 7774109565808082252 11274076 0 0 0 0 0 E 2014-03-22T11:54:54 55 2 3 4 6 [105,11,9,88,45,14,98,72,3,925,2193,6,25,1] 3137666015 cc184643699dccab8d5d4af796c47449 -1 -1 -1 nD Tp 0 -1 0 0 81 0 0 0 -1 -1 -1 -1 -1 -1 -1 -1 0 0 07d21f 0 [] 0 15284527577228392792 14270691585016129648 0 0 [] [] [] [] [] \N c1889e2b9ad1e219ed04c0e9624b5139 1404 0 lz4 -4611870011201662970 0 HD Tube 5* 1 2014-03-22T05:11:29 2014-03-22 598875 4243808759 92f6fe1be9b9773206d6b63e50feb470 196 2314158381335918424 0 3 3 http://public_search yandex.ru.livemaster 0 0 [] [4,15,333,3912,14512,12818] [18,348,1010] [] 1846 952 29 10 1 0.77 0 0 24 73d7 1 1 0 0 3238011 0 0 0 0 1119 641 157 2014-03-22T19:51:48 0 0 0 0 utf-8 330 0 0 0 7774109565808082252 11274076 0 0 0 0 0 E 2014-03-22T11:54:54 55 2 3 4 6 [105,11,9,88,45,14,98,72,3,925,2193,6,25,1] 3137666015 cc184643699dccab8d5d4af796c47449 -1 -1 -1 nD Tp 0 -1 0 0 81 0 0 0 -1 -1 -1 -1 -1 -1 -1 -1 0 0 07d21f 0 [] 0 15284527577228392792 14270691585016129648 0 0 [] [] [] [] [] \N c1889e2b9ad1e219ed04c0e9624b5139 1404 0 mix -4611870011201662970 0 HD Tube 5* 1 2014-03-22T05:11:29 2014-03-22 598875 4243808759 92f6fe1be9b9773206d6b63e50feb470 196 2314158381335918424 0 3 3 http://public_search yandex.ru.livemaster 0 0 [] [4,15,333,3912,14512,12818] [18,348,1010] [] 1846 952 29 10 1 0.77 0 0 24 73d7 1 1 0 0 3238011 0 0 0 0 1119 641 157 2014-03-22T19:51:48 0 0 0 0 utf-8 330 0 0 0 7774109565808082252 11274076 0 0 0 0 0 E 2014-03-22T11:54:54 55 2 3 4 6 [105,11,9,88,45,14,98,72,3,925,2193,6,25,1] 3137666015 cc184643699dccab8d5d4af796c47449 -1 -1 -1 nD Tp 0 -1 0 0 81 0 0 0 -1 -1 -1 -1 -1 -1 -1 -1 0 0 07d21f 0 [] 0 15284527577228392792 14270691585016129648 0 0 [] [] [] [] [] \N c1889e2b9ad1e219ed04c0e9624b5139 1404 0 mix -4611870011201662970 0 HD Tube 5* 1 2014-03-22T05:11:29 2014-03-22 598875 4243808759 92f6fe1be9b9773206d6b63e50feb470 196 2314158381335918424 0 3 3 http://public_search yandex.ru.livemaster 0 0 [] [4,15,333,3912,14512,12818] [18,348,1010] [] 1846 952 29 10 1 0.77 0 0 24 73d7 1 1 0 0 3238011 0 0 0 0 1119 641 157 2014-03-22T19:51:48 0 0 0 0 utf-8 330 0 0 0 7774109565808082252 11274076 0 0 0 0 0 E 2014-03-22T11:54:54 55 2 3 4 6 [105,11,9,88,45,14,98,72,3,925,2193,6,25,1] 3137666015 cc184643699dccab8d5d4af796c47449 -1 -1 -1 nD Tp 0 -1 0 0 81 0 0 0 -1 -1 -1 -1 -1 -1 -1 -1 0 0 07d21f 0 [] 0 15284527577228392792 14270691585016129648 0 0 [] [] [] [] [] \N c1889e2b9ad1e219ed04c0e9624b5139 1404 0 mix -4611870011201662970 0 HD Tube 5* 1 2014-03-22T05:11:29 2014-03-22 598875 4243808759 92f6fe1be9b9773206d6b63e50feb470 196 2314158381335918424 0 3 3 http://public_search yandex.ru.livemaster 0 0 [] [4,15,333,3912,14512,12818] [18,348,1010] [] 1846 952 29 10 1 0.77 0 0 24 73d7 1 1 0 0 3238011 0 0 0 0 1119 641 157 2014-03-22T19:51:48 0 0 0 0 utf-8 330 0 0 0 7774109565808082252 11274076 0 0 0 0 0 E 2014-03-22T11:54:54 55 2 3 4 6 [105,11,9,88,45,14,98,72,3,925,2193,6,25,1] 3137666015 cc184643699dccab8d5d4af796c47449 -1 -1 -1 nD Tp 0 -1 0 0 81 0 0 0 -1 -1 -1 -1 -1 -1 -1 -1 0 0 07d21f 0 [] 0 15284527577228392792 14270691585016129648 0 0 [] [] [] [] [] \N c1889e2b9ad1e219ed04c0e9624b5139 1404 0 mix -4611870011201662970 0 HD Tube 5* 1 2014-03-22T05:11:29 2014-03-22 598875 4243808759 92f6fe1be9b9773206d6b63e50feb470 196 2314158381335918424 0 3 3 http://public_search yandex.ru.livemaster 0 0 [] [4,15,333,3912,14512,12818] [18,348,1010] [] 1846 952 29 10 1 0.77 0 0 24 73d7 1 1 0 0 3238011 0 0 0 0 1119 641 157 2014-03-22T19:51:48 0 0 0 0 utf-8 330 0 0 0 7774109565808082252 11274076 0 0 0 0 0 E 2014-03-22T11:54:54 55 2 3 4 6 [105,11,9,88,45,14,98,72,3,925,2193,6,25,1] 3137666015 cc184643699dccab8d5d4af796c47449 -1 -1 -1 nD Tp 0 -1 0 0 81 0 0 0 -1 -1 -1 -1 -1 -1 -1 -1 0 0 07d21f 0 [] 0 15284527577228392792 14270691585016129648 0 0 [] [] [] [] [] \N c1889e2b9ad1e219ed04c0e9624b5139 1404 0 plain -4611870011201662970 0 HD Tube 5* 1 2014-03-22T05:11:29 2014-03-22 598875 4243808759 92f6fe1be9b9773206d6b63e50feb470 196 2314158381335918424 0 3 3 http://public_search yandex.ru.livemaster 0 0 [] [4,15,333,3912,14512,12818] [18,348,1010] [] 1846 952 29 10 1 0.77 0 0 24 73d7 1 1 0 0 3238011 0 0 0 0 1119 641 157 2014-03-22T19:51:48 0 0 0 0 utf-8 330 0 0 0 7774109565808082252 11274076 0 0 0 0 0 E 2014-03-22T11:54:54 55 2 3 4 6 [105,11,9,88,45,14,98,72,3,925,2193,6,25,1] 3137666015 cc184643699dccab8d5d4af796c47449 -1 -1 -1 nD Tp 0 -1 0 0 81 0 0 0 -1 -1 -1 -1 -1 -1 -1 -1 0 0 07d21f 0 [] 0 15284527577228392792 14270691585016129648 0 0 [] [] [] [] [] \N c1889e2b9ad1e219ed04c0e9624b5139 1404 0 plain -4611870011201662970 0 HD Tube 5* 1 2014-03-22T05:11:29 2014-03-22 598875 4243808759 92f6fe1be9b9773206d6b63e50feb470 196 2314158381335918424 0 3 3 http://public_search yandex.ru.livemaster 0 0 [] [4,15,333,3912,14512,12818] [18,348,1010] [] 1846 952 29 10 1 0.77 0 0 24 73d7 1 1 0 0 3238011 0 0 0 0 1119 641 157 2014-03-22T19:51:48 0 0 0 0 utf-8 330 0 0 0 7774109565808082252 11274076 0 0 0 0 0 E 2014-03-22T11:54:54 55 2 3 4 6 [105,11,9,88,45,14,98,72,3,925,2193,6,25,1] 3137666015 cc184643699dccab8d5d4af796c47449 -1 -1 -1 nD Tp 0 -1 0 0 81 0 0 0 -1 -1 -1 -1 -1 -1 -1 -1 0 0 07d21f 0 [] 0 15284527577228392792 14270691585016129648 0 0 [] [] [] [] [] \N c1889e2b9ad1e219ed04c0e9624b5139 1404 0 snappy - -- !q42 -- 215 -- !q43 -- -1 100 5 1000000000 10.5 20.75 true First A Alpha 2023-10-06 2023-10-06T14:30 123.45 -1 578 55 2111222273 56.858597 82.38111658179561 true Random C LYDUG 2023-12-17 2023-12-05T13:04:58 1393.11 -1 979 44 10163954251 28.827957 57.56879940298416 true Random Q DNRGE 2023-12-09 2023-12-10T20:21:58 1581.25 -10 1000 50 10000000000 55.25 65.75 false Tenth J Kappa 2023-10-15 2023-10-15T23:30 1012.34 -10 210 26 8549838179 23.438345 73.36477128189287 true Random N VVXIF 2023-11-24 2023-12-13T18:04:58 226.65 -10 386 51 1214815770 13.959902 36.64197990482059 false Random J ORLGI 2023-12-18 2023-11-27T17:13:58 852.62 -10 966 38 2203748112 45.555325 27.908447208440094 true Random W LFAGO 2023-12-14 2023-11-26T20:00:58 1898.68 -100 281 26 3174393241 51.05278 52.09566669589555 false Random F SLDWB 2023-12-14 2023-12-12T07:03:58 798.30 -100 289 71 4919981667 66.56684 69.73132704711037 true Random V QOLAP 2023-12-17 2023-12-23T09:38:58 217.05 -11 1100 55 11000000000 60.5 70.0 true Eleventh K Lambda 2023-10-16 2023-10-16T01:45 1123.45 -11 426 67 8473986652 17.942455 71.80682514420877 true Random X FXDUV 2023-12-04 2023-12-22T07:51:58 129.81 -11 441 19 7370044350 74.261696 62.013817404758086 true Random D UYKZA 2023-12-23 2023-12-15T11:49:58 1805.14 -11 487 27 14556302216 85.33334 62.596750833474495 true Random E QMHJD 2023-12-23 2023-12-24T08:30:58 1491.22 -11 770 17 7962512669 12.508753 83.33847413902296 true Random P LHJRA 2023-12-06 2023-12-04T15:48:58 970.51 -12 1200 60 12000000000 65.75 75.25 false Twelfth L Mu 2023-10-17 2023-10-17T02:15 1234.56 -12 751 8 12205294947 23.468674 64.35048302450815 true Random K FCSBV 2023-12-03 2023-12-17T01:10:58 325.26 -12 782 48 5080583047 75.55138 49.6324463213595 true Random N WYJDW 2023-12-16 2023-12-18T02:58:58 944.42 -12 987 73 1432735571 40.308147 43.5019559828596 true Random S MZUNG 2023-12-07 2023-12-03T13:42:58 215.12 -13 1300 65 13000000000 70.0 80.5 true Thirteenth M Nu 2023-10-18 2023-10-18T03:30 1345.67 -13 335 39 13869202091 30.426075 39.02304533093442 true Random L AULCC 2023-12-08 2023-12-13T00:26:58 387.97 -13 402 30 10851194313 74.82481 74.90108005771035 false Random F GEMMK 2023-11-27 2023-12-21T15:03:58 1643.55 -13 503 34 6763884255 23.660393 63.9797872103468 true Random S POEBK 2023-12-22 2023-12-23T23:16:58 486.62 -13 696 74 3370487489 84.544014 88.69976219408227 true Random H RTFJI 2023-11-23 2023-11-25T07:32:58 1761.50 -13 745 48 13047949175 51.168613 85.21972389262197 true Random A AYBWQ 2023-12-22 2023-12-22T16:25:58 1192.48 -13 859 65 7433576046 56.136265 34.87823331022725 false Random L CRFUF 2023-12-23 2023-12-12T15:05:58 1037.15 -14 1400 70 14000000000 75.25 85.75 false Fourteenth N Xi 2023-10-19 2023-10-19T04:45 1456.78 -14 195 17 2370700139 16.777058 64.81793301410002 false Random P IIGRE 2023-12-12 2023-12-14T22:40:58 1678.44 -14 966 65 7828602539 62.430664 68.85873133439297 true Random I VVOQH 2023-12-01 2023-12-06T00:54:58 1300.43 -14 968 16 11314514196 62.509666 33.1841427251225 false Random T WDEVJ 2023-11-24 2023-12-06T17:54:58 431.61 -15 1500 75 15000000000 80.5 90.0 true Fifteenth O Omicron 2023-10-20 2023-10-20T05:15 1567.89 -15 703 67 4284267079 85.38059 91.41088583496226 true Random T PHZRC 2023-12-04 2023-12-08T15:54:58 185.19 -16 135 22 7901304568 43.944805 85.16901944253635 true Random K NUQEP 2023-11-29 2023-11-25T23:42:58 1440.74 -16 615 20 12294128025 77.37379 20.42772029677839 true Random U JHPOB 2023-11-30 2023-12-16T14:29:58 1105.33 -17 289 49 13560709243 39.952793 38.245306832599425 true Random Q QEYVY 2023-12-19 2023-12-07T00:35:58 500.19 -17 499 46 11230409207 51.632103 28.811164197154774 false Random V BVLUH 2023-12-13 2023-12-23T17:59:58 1387.62 -17 646 62 11234805830 76.40492 67.46425239009778 true Random N REHZC 2023-12-09 2023-11-28T02:06:58 365.15 -17 698 55 1807368797 20.17171 43.84496606184709 true Random P SHSJV 2023-12-01 2023-11-25T11:56:58 810.95 -17 794 14 8377523030 28.07663 52.3837762020057 false Random E WPMIN 2023-12-03 2023-11-26T04:59:58 239.42 -17 913 32 4647929554 78.91502 70.54487265463735 true Random S WFPNS 2023-11-27 2023-11-26T03:29:58 321.45 -18 690 17 1399456103 63.261967 42.964715823771236 true Random R BWSRS 2023-12-13 2023-12-23T08:33:58 1840.02 -18 835 17 14265814864 18.923101 80.53531451138412 true Random V PIKUZ 2023-12-20 2023-12-21T07:39:58 1167.09 -19 917 66 2340946367 89.035675 22.649362455875274 false Random D HWHMU 2023-11-30 2023-12-10T02:36:58 1960.07 -19 993 13 7039833438 79.769066 69.79049291517285 true Random X OFSUV 2023-12-11 2023-12-08T01:46:58 1958.95 -2 200 10 2000000000 15.75 25.5 false Second B Beta 2023-10-07 2023-10-07T15:45 234.56 -2 850 75 7075823565 83.65178 62.56093886118189 false Random F RFHAG 2023-11-24 2023-12-03T01:06:58 495.12 -2 921 62 8557914543 78.52379 58.6849882881372 false Random D KBXXS 2023-12-07 2023-12-02T22:24:58 1782.88 -2 925 46 6013180177 41.107002 34.86561026061906 true Random L XLLXY 2023-12-06 2023-12-09T14:04:58 1246.26 -20 248 64 7704906572 35.089928 76.69128821479936 true Random T KQOMS 2023-11-30 2023-12-11T01:35:58 1799.26 -22 200 41 12163439252 64.621254 81.68574929661384 true Random U KGVNU 2023-12-20 2023-11-30T14:56:58 1915.47 -22 235 19 6963606423 65.68033 54.1995295752517 true Random E ENVRH 2023-12-22 2023-11-29T14:42:58 864.89 -23 192 8 5102667616 54.111057 40.85713971600841 false Random J EBXEB 2023-12-13 2023-12-10T11:32:58 1824.12 -27 452 74 4240215371 50.569168 75.68204627611644 true Random G AZOWU 2023-12-01 2023-11-26T06:24:58 201.31 -27 866 24 5531365994 72.77447 86.96690821165853 false Random S TZPFJ 2023-11-28 2023-12-13T15:31:58 1274.75 -28 655 21 14580233860 12.503378 48.60220286874443 false Random P DUBQQ 2023-12-12 2023-12-03T20:11:58 922.42 -29 157 34 2302882987 51.924015 20.311140937696468 true Random R MBOXJ 2023-12-02 2023-12-03T14:12:58 1620.80 -29 910 52 5544039917 22.179396 46.32732226806482 true Random C TIZAG 2023-11-28 2023-12-14T16:08:58 900.96 -29 923 57 1591814253 68.57371 33.342802789892986 true Random Q ZONGC 2023-12-20 2023-12-13T09:11:58 1465.38 -3 259 74 7422478791 22.291426 75.38227773520089 true Random S VWAXJ 2023-12-01 2023-12-05T21:23:58 1970.57 -3 300 15 3000000000 20.25 30.0 true Third C Gamma 2023-10-08 2023-10-08T16:15 345.67 -3 422 25 5996825874 89.173584 62.758513798505824 false Random Z CDYAO 2023-12-14 2023-12-08T09:27:58 567.23 -3 668 60 1942550969 83.43451 87.15906153619602 true Random F QYSRS 2023-12-22 2023-12-10T22:17:58 320.22 -30 292 71 10308444223 63.039078 76.40649540444898 false Random G DRLHY 2023-12-19 2023-12-14T15:32:58 1165.14 -30 572 6 3022031043 57.813908 72.29244668177799 true Random X EHJDN 2023-12-11 2023-12-12T02:44:58 910.38 -30 830 65 12624057029 38.791172 59.72899174862661 false Random A LFPWP 2023-12-03 2023-12-17T00:10:58 1760.62 -31 395 22 6141426904 88.37914 52.0655270963123 false Random J DRPJV 2023-12-07 2023-11-29T03:15:58 1076.41 -31 990 5 13678786851 15.762894 85.24173385692956 false Random H THGIM 2023-12-14 2023-12-09T01:24:58 1834.37 -33 198 20 13225406950 67.7327 58.63863378877107 true Random I ZKXRA 2023-12-07 2023-11-29T02:33:58 566.76 -33 321 39 12537851805 38.26871 32.6626492245712 true Random S OICCE 2023-12-02 2023-12-19T16:41:58 306.92 -33 916 53 5666674210 57.998173 61.774881852563475 true Random J WJAXA 2023-11-27 2023-12-05T19:58:58 976.13 -34 145 44 14060350663 73.02436 68.40544929600975 true Random S UUJFP 2023-11-23 2023-12-12T06:08:58 739.45 -34 585 43 1429300527 61.706585 80.88100239373303 false Random O JKJOH 2023-12-17 2023-12-07T11:00:58 468.11 -35 297 75 2468378214 51.353462 34.18114780065386 false Random C HBYZO 2023-12-05 2023-12-09T21:42:58 534.70 -37 438 39 6809169396 83.56728 40.90894521029911 true Random W GXPAY 2023-12-07 2023-12-18T06:35:58 383.18 -38 606 57 14585148556 82.67463 79.18300302689997 false Random E RSFUZ 2023-12-16 2023-11-27T18:55:58 970.25 -39 726 50 3865644066 26.225628 28.534393094364418 false Random F NIUCS 2023-12-05 2023-12-04T19:31:58 1953.82 -4 122 24 10738473173 81.15482 60.21481394154484 false Random Y PQJRK 2023-12-20 2023-12-09T02:38:58 1467.35 -4 400 20 4000000000 25.5 35.25 false Fourth D Delta 2023-10-09 2023-10-09T17:30 456.78 -4 569 72 10560903405 50.255936 47.535145739285184 false Random O NRIRC 2023-12-05 2023-12-01T09:10:58 1986.99 -4 682 22 2040832636 60.33469 67.33499498711046 true Random W QUICJ 2023-11-24 2023-12-14T10:17:58 579.56 -40 230 34 10824964541 16.929768 53.812277279703366 false Random F YDQHF 2023-12-14 2023-12-03T17:42:58 1623.79 -40 693 69 13276482882 44.35974 82.57845708670757 true Random B RCCSU 2023-11-29 2023-12-01T20:11:58 183.64 -40 914 7 4902128502 19.442041 33.099787387344406 true Random Q KOCWA 2023-11-28 2023-12-21T09:20:58 1824.80 -41 344 34 14536795918 56.660946 84.15108995619764 false Random Q KYLCH 2023-12-10 2023-12-04T08:25:58 1902.09 -41 599 54 8095449906 22.58196 37.99742597458578 false Random T GTQXP 2023-12-12 2023-12-22T19:08:58 743.46 -41 697 21 1200243566 12.466168 68.57243624557165 true Random U JZGEG 2023-12-03 2023-12-10T04:51:58 1323.88 -41 708 64 11745827370 72.84812 35.31028363777645 true Random O WGSQC 2023-12-02 2023-11-25T17:07:58 1666.71 -41 840 65 8988241658 37.428593 42.25992474748068 false Random E HURYX 2023-12-22 2023-12-19T01:55:58 141.89 -42 143 42 3421815721 65.27691 87.91368867538209 true Random S AXGVL 2023-12-06 2023-11-29T07:36:58 575.01 -42 178 38 7559404453 69.69449 64.37154501388798 true Random G QUMUN 2023-12-14 2023-12-17T01:37:58 1190.44 -42 192 28 14454791024 35.465202 46.34876515635648 false Random W NQFGR 2023-12-04 2023-11-24T05:02:58 1428.02 -42 355 72 11536856285 74.42886 53.49032479461299 false Random I IQZEI 2023-12-10 2023-12-06T07:17:58 1098.14 -43 178 64 6969956763 40.980415 52.998828731408516 true Random C XQHYB 2023-12-11 2023-12-07T23:00:58 257.08 -43 828 24 12011396947 45.07647 54.2136449479346 true Random E HIDUO 2023-12-02 2023-12-19T01:14:58 233.10 -44 219 38 8596488294 73.52956 94.10797854680568 true Random E HMWBI 2023-12-15 2023-12-06T00:51:58 1907.47 -44 694 55 3626514138 62.504086 72.89799265418553 true Random Z JTDVF 2023-12-01 2023-11-29T12:08:58 1769.92 -44 912 63 8534761366 55.993538 50.235171557550416 false Random N OVQRQ 2023-12-08 2023-11-24T03:39:58 264.92 -44 928 7 1939079012 14.426672 68.86451571230457 false Random I EKVWY 2023-12-15 2023-12-09T10:43:58 846.74 -45 455 25 12639246000 47.011307 26.310712594958694 false Random Z GGEUA 2023-11-27 2023-12-01T20:41:58 1698.21 -45 492 43 3870916386 51.069588 42.652270406300794 true Random H JVZTB 2023-12-04 2023-12-09T21:06:58 1517.83 -47 508 48 1456473942 48.488297 20.377955902326608 false Random B CAOEY 2023-11-29 2023-12-10T14:49:58 1865.52 -47 566 50 1426586688 51.278687 40.47151456873397 true Random F YBOSH 2023-11-26 2023-12-15T03:44:58 1806.35 -47 838 73 14910230294 83.69784 82.28901816600579 true Random L SHXYL 2023-11-24 2023-12-05T22:19:58 1062.15 -48 898 59 12871187130 10.13838 70.19705104611333 true Random J WFXNN 2023-12-23 2023-12-17T02:53:58 1050.21 -49 165 38 4482178563 34.706547 69.17129468406594 false Random W CPZNY 2023-12-15 2023-11-23T19:56:58 512.60 -49 412 16 8300982793 56.263252 66.07893608061771 false Random K DWWJI 2023-12-08 2023-12-17T11:32:58 1718.54 -49 511 51 8602055259 88.1686 88.98712207285577 false Random M ZDKEY 2023-12-10 2023-11-25T02:44:58 241.08 -49 568 70 2916596630 79.16303 56.114316916863025 false Random T ILLIU 2023-11-23 2023-12-07T11:05:58 1039.03 -5 500 25 5000000000 30.75 40.5 true Fifth E Epsilon 2023-10-10 2023-10-10T18:45 567.89 -5 768 5 4152322228 41.128906 78.60686390712706 false Random J LXKRA 2023-12-05 2023-11-24T18:13:58 1941.98 -5 823 63 13328808917 77.768196 22.87975226738422 false Random F OIYPV 2023-12-11 2023-12-14T06:43:58 1144.38 -5 887 74 4082758600 22.797577 93.28246034891224 false Random V MPPGX 2023-12-01 2023-11-29T01:53:58 510.50 -50 126 58 4433111715 75.31828 43.28056186824247 false Random H UTDJF 2023-12-19 2023-12-10T08:24:58 368.42 -51 778 59 13914307584 27.48499 91.47665081887983 true Random X FGFHK 2023-12-01 2023-12-10T03:24:58 402.63 -51 898 32 13510411411 18.679659 21.406761033351007 false Random L FECUW 2023-12-10 2023-12-14T02:00:58 700.43 -52 811 31 14085958816 51.067017 65.01991893789116 true Random A CODYQ 2023-12-03 2023-12-07T23:25:58 1797.21 -53 505 52 9862728376 58.40501 57.60544454281924 false Random V WYCTZ 2023-11-24 2023-12-20T05:13:58 210.43 -53 667 49 10531976747 50.22229 49.64660893042742 false Random K WNRJE 2023-12-04 2023-12-19T14:57:58 680.97 -53 713 14 1464447148 23.474258 45.35056918414047 false Random Q UHMLT 2023-12-10 2023-11-30T02:07:58 286.70 -53 715 29 10917905565 41.83069 93.50885201221966 true Random U TRLSY 2023-12-03 2023-11-26T15:13:58 369.72 -54 467 42 13684826428 38.491455 90.10566649802195 true Random M ERFBG 2023-11-24 2023-12-02T16:23:58 211.00 -54 827 55 7054839267 58.555687 25.891004802115663 false Random O ASMLW 2023-12-13 2023-12-20T16:41:58 1369.32 -54 843 34 9547939940 38.66475 36.370944299232434 true Random P NTVIR 2023-12-12 2023-12-02T06:45:58 1628.37 -55 908 24 13623721787 40.06427 90.85281792731746 false Random B KFZGI 2023-11-27 2023-12-23T18:06:58 1124.95 -55 964 8 14038541765 70.24135 20.034551391620194 false Random J AYXIT 2023-12-13 2023-12-16T19:38:58 1476.73 -57 936 26 12164628867 56.541275 56.276679149397076 true Random O IPHPZ 2023-12-13 2023-11-30T22:36:58 603.68 -59 144 31 6208909394 67.417076 40.59765633709834 true Random D FLWNA 2023-12-12 2023-12-19T06:17:58 1870.24 -59 509 50 5501336408 39.94401 73.35770882761237 true Random I PVZNO 2023-12-04 2023-11-27T04:40:58 1177.33 -6 600 30 6000000000 35.25 45.75 false Sixth F Zeta 2023-10-11 2023-10-11T19:15 678.90 -60 711 69 1493870104 22.574188 61.30347648465907 false Random E FHKVR 2023-11-27 2023-12-05T11:26:58 1981.61 -60 875 42 14283877167 48.811504 67.0706975606688 true Random P VJOZH 2023-12-06 2023-12-15T05:20:58 781.71 -61 267 61 11407448558 12.877184 42.144845857251944 true Random B NRWNW 2023-11-30 2023-11-25T09:34:58 859.85 -61 414 63 14506877706 12.540966 58.04557426323987 false Random H NUOAD 2023-12-10 2023-12-06T22:52:58 780.50 -62 451 50 12304139502 51.151623 22.46754141558852 false Random C SRRSV 2023-12-08 2023-12-20T02:48:58 1352.65 -62 793 46 7308804595 39.766644 48.88672198076526 true Random V TPENZ 2023-11-26 2023-12-23T17:51:58 388.46 -63 112 75 12197306353 85.90137 43.48931389222043 false Random C KKAIT 2023-11-27 2023-12-23T04:23:58 1954.90 -63 383 35 5161212745 39.455276 52.33267523851794 false Random X TMYMC 2023-11-29 2023-12-10T09:09:58 1442.54 -63 410 33 1767102777 72.260124 56.971483381024896 false Random B QXNSM 2023-12-12 2023-12-19T22:57:58 1660.73 -64 479 20 1710421528 53.324104 33.55443503561635 false Random Q ONZRK 2023-12-09 2023-12-01T22:29:58 252.13 -64 678 14 13681447851 74.83621 36.94143092647816 true Random J KELFB 2023-12-01 2023-12-07T18:14:58 308.26 -64 719 36 1224510454 64.237434 86.05689694804887 true Random E ZVQPU 2023-11-30 2023-12-03T04:56:58 1879.25 -64 822 26 1154241961 52.165447 26.779469377773403 true Random E YWNAD 2023-12-08 2023-12-19T19:08:58 731.15 -65 571 24 10523050555 45.865078 70.80680527390149 true Random Y DILBW 2023-12-17 2023-11-25T22:41:58 859.30 -66 306 5 14448160602 44.642223 50.24249889525751 false Random X OASEB 2023-12-11 2023-11-27T00:16:58 1345.69 -66 521 30 7757576974 69.440155 92.3562810104632 false Random H SSOCR 2023-12-19 2023-11-30T06:51:58 913.34 -67 484 65 10817432713 62.168163 77.02869166077757 true Random K SAJMG 2023-12-19 2023-12-14T19:47:58 488.01 -68 266 31 8183454755 69.19586 23.139304803938643 false Random S STCBM 2023-11-26 2023-12-22T13:42:58 1722.37 -68 554 33 3525526216 29.078024 29.6567390059356 false Random Y EUGOF 2023-11-23 2023-12-15T10:33:58 395.41 -68 591 60 4813122821 33.210274 54.464145718507616 false Random X EXROI 2023-12-07 2023-12-07T00:39:58 290.11 -68 756 63 5416393421 66.41538 76.32820339134415 false Random Y CUNAL 2023-12-23 2023-12-14T22:49:58 1109.25 -68 922 13 11664232196 72.683266 37.9910331525765 false Random W PPWBB 2023-11-26 2023-12-10T22:54:58 1968.89 -68 947 60 7257499958 45.661217 77.42577781358565 false Random F ENQGA 2023-11-24 2023-11-29T07:33:58 319.99 -69 416 14 7702410607 31.638903 89.5793904314531 true Random C URQMU 2023-11-25 2023-11-30T15:17:58 1379.22 -7 340 50 8934567449 83.79683 35.39446967734915 false Random L CWYFN 2023-12-05 2023-12-23T02:26:58 806.15 -7 700 35 7000000000 40.5 50.0 true Seventh G Eta 2023-10-12 2023-10-12T20:30 789.01 -7 969 62 3451343234 57.17074 56.74513811095188 false Random G OWDSC 2023-12-19 2023-12-11T17:17:58 1874.22 -70 231 67 4547989149 35.103123 51.93622592177748 true Random V ZBCVY 2023-11-29 2023-12-22T11:41:58 1749.60 -70 421 23 3153379289 27.412096 79.32006404438445 false Random L VLJWK 2023-12-04 2023-12-12T05:31:58 1163.35 -70 751 56 7828222634 52.8313 55.7263634552559 true Random B TFHMH 2023-11-30 2023-12-24T12:22:58 1166.13 -71 452 25 4464808420 18.155642 61.988641984596185 false Random K YXFVY 2023-12-15 2023-12-08T04:58:58 514.74 -71 594 26 1024634104 62.92234 37.216752731371386 true Random J SPUWU 2023-12-04 2023-12-23T08:50:58 779.97 -72 377 11 3042707243 55.289066 53.72552524152444 true Random Q BAPHV 2023-12-06 2023-11-30T07:14:58 119.39 -73 866 49 4618070115 46.803646 91.41305051885227 true Random H ROYYF 2023-12-07 2023-12-01T10:28:58 1817.67 -74 670 60 4783926122 23.513939 91.24357097091087 true Random Y YFPMC 2023-12-23 2023-12-22T22:29:58 943.62 -75 368 73 6944888766 31.500992 56.88267149430107 false Random H LEXKZ 2023-12-21 2023-12-14T01:12:58 443.91 -76 410 20 10425110604 66.26356 92.68329033006493 false Random L JHFYD 2023-11-23 2023-11-29T10:34:58 867.56 -76 504 70 14161652666 58.071503 67.99111956708262 true Random Y HAVCK 2023-11-27 2023-12-14T16:08:58 1864.98 -77 131 19 2964167114 33.23181 53.35246738882714 false Random G AHGFO 2023-12-19 2023-12-01T10:11:58 1837.90 -77 165 36 12887722637 19.729382 45.61157603163882 true Random S OZOLB 2023-12-02 2023-12-03T05:07:58 1576.79 -79 314 17 6823498005 22.562634 72.70049796639023 true Random K FPSNZ 2023-12-07 2023-12-15T11:52:58 211.50 -8 550 48 13655992126 52.90345 51.35114230137935 false Random X JTVSE 2023-12-13 2023-12-15T03:49:58 361.55 -8 800 40 8000000000 45.75 55.25 false Eighth H Theta 2023-10-13 2023-10-13T21:45 890.12 -8 866 37 13672147880 81.28999 67.66548594336737 false Random H QDJIM 2023-12-14 2023-12-17T18:44:58 1112.05 -80 267 57 8797946135 35.604717 80.51381110359165 false Random K KQTEX 2023-12-09 2023-12-13T06:19:58 1769.15 -80 815 19 14529289205 19.769405 37.37008094684765 true Random Z WLALH 2023-12-11 2023-12-14T03:24:58 479.38 -81 726 66 9327218218 81.50363 39.9702863173827 true Random X WODRP 2023-11-28 2023-12-23T13:25:58 561.98 -82 107 51 1358006007 78.36581 46.09413324325159 true Random C IPNQU 2023-12-01 2023-12-14T05:41:58 417.17 -82 133 60 4616538638 88.8813 30.82745983013354 true Random W KPIJE 2023-12-20 2023-12-01T07:57:58 583.41 -82 531 44 10642962933 26.818586 23.851865471979615 false Random F NMQOD 2023-12-13 2023-12-18T19:34:58 861.78 -82 603 60 9083469993 81.24088 44.46228092092543 true Random Y WTQGU 2023-11-30 2023-11-28T13:18:58 1448.45 -82 982 62 8955063933 81.2855 78.30439669511465 true Random J SOCOT 2023-12-02 2023-12-02T21:17:58 814.60 -83 700 46 4569093424 50.063602 47.75811273142146 false Random R TEGAY 2023-12-19 2023-12-07T06:46:58 760.22 -84 427 60 9035762847 81.971306 28.37315065501099 true Random L FETYF 2023-12-01 2023-11-24T15:00:58 1267.12 -85 375 63 6797318130 85.47522 58.16330728665678 true Random E UNZLS 2023-12-01 2023-12-04T05:17:58 1949.48 -85 845 42 2373712244 74.551315 79.15491248184088 false Random B QJRKO 2023-11-29 2023-12-04T09:20:58 317.17 -85 873 18 7233488476 33.83051 31.655950581225508 false Random N RJTIB 2023-11-23 2023-12-11T15:07:58 1249.52 -86 398 27 13222936963 20.387327 44.51255195842424 true Random T ZCRFI 2023-12-21 2023-12-23T12:04:58 1801.53 -86 662 53 8875065706 28.64778 30.6775849729486 false Random N YNQAY 2023-12-15 2023-11-24T21:56:58 1108.35 -86 728 18 13390353484 61.060482 87.44751616093882 false Random J BUCVI 2023-12-07 2023-12-14T23:00:58 1611.17 -86 998 74 11080891106 82.568756 32.0122101203062 true Random K VAAMT 2023-12-23 2023-12-01T10:14:58 1708.39 -87 145 64 9022533179 37.80205 63.26081178595084 true Random T PEOPK 2023-12-08 2023-12-07T17:41:58 1167.05 -87 641 64 4786767059 14.765089 70.8793353664754 false Random W SQHGN 2023-12-12 2023-12-24T01:19:58 1316.61 -88 274 41 14108849690 73.74919 42.625751442467404 true Random X BVRFA 2023-12-01 2023-11-25T14:32:58 515.18 -88 728 59 8439434199 30.372904 59.410283344764366 false Random F JODWY 2023-12-04 2023-12-01T07:57:58 1753.88 -88 765 69 9753682777 83.42646 25.99260711248508 true Random M MEJAX 2023-11-25 2023-12-20T09:21:58 1647.22 -89 129 64 6400162051 67.910965 80.48074661432221 true Random Y ZXJWQ 2023-12-16 2023-12-19T10:23:58 1882.65 -89 377 22 14340881803 32.61157 82.5503801214006 false Random K ACYZU 2023-12-01 2023-11-27T02:05:58 672.13 -89 964 41 12706120446 69.484116 32.39048200771184 true Random J IIRNY 2023-12-16 2023-11-29T01:54:58 1298.71 -9 113 7 6162580854 11.346889 46.82839094332704 false Random A SJTAF 2023-12-14 2023-11-23T18:27:58 1610.49 -9 268 59 8149280252 86.66627 70.91298799618343 false Random E PVKYK 2023-12-21 2023-11-25T00:28:58 263.17 -9 900 45 9000000000 50.0 60.5 true Ninth I Iota 2023-10-14 2023-10-14T22:15 901.23 -9 907 24 6113036809 66.06377 50.26485838775805 true Random X XLPOL 2023-11-23 2023-12-02T09:03:58 256.61 -90 391 26 12874761259 21.49042 53.46850617467312 true Random Q QTJPE 2023-12-17 2023-12-03T17:40:58 748.05 -91 389 11 14784237986 11.174142 27.692284427565397 true Random P DYILB 2023-12-14 2023-12-21T11:07:58 1175.73 -91 528 68 14588592231 77.4651 88.92064181463138 false Random U JXZUA 2023-12-16 2023-12-21T02:28:58 1834.07 -92 344 29 5182139341 31.653255 44.26814517218887 true Random F NGHOS 2023-12-06 2023-12-09T21:25:58 1291.06 -93 887 20 13555948969 70.57364 32.621532934876804 false Random D SPMEK 2023-11-26 2023-12-20T18:11:58 258.86 -94 216 49 8773264156 81.617195 43.03983700523827 true Random D VHWYT 2023-12-13 2023-11-30T07:03:58 1178.27 -94 693 60 4818659234 26.04229 83.2975107272106 true Random B ENSQO 2023-12-22 2023-12-12T06:08:58 1283.81 -95 560 62 1389447643 19.202044 85.46518830161321 true Random S LQRRB 2023-12-16 2023-12-12T06:12:58 445.65 -96 595 72 11506136303 21.917727 74.74561804277158 true Random T SPLKA 2023-12-02 2023-11-30T00:39:58 1693.61 -96 637 39 5516035994 55.90832 60.522041012562816 true Random O YPETL 2023-12-02 2023-11-28T02:47:58 1175.16 -97 415 74 10346322649 21.667427 46.58901867647463 false Random R KWFOF 2023-12-21 2023-11-27T12:18:58 1157.72 -97 839 60 14818779777 46.17389 68.98285340004992 false Random W HMFPU 2023-12-01 2023-12-04T08:41:58 1683.48 -98 228 65 4782017237 55.10206 31.414570993700565 true Random P EOIFT 2023-12-07 2023-12-15T08:12:58 137.49 -99 632 39 8911195323 74.581276 78.2764804276292 false Random Q WTQCL 2023-12-02 2023-12-05T09:18:58 200.21 +1 100 5 1000000000 10.5 20.75 true First A Alpha 2023-10-06 2023-10-06T06:30 123.45 +1 578 55 2111222273 56.8586 82.38111658179561 true Random C LYDUG 2023-12-17 2023-12-05T05:04:58 1393.11 +1 979 44 10163954251 28.82796 57.56879940298416 true Random Q DNRGE 2023-12-09 2023-12-10T12:21:58 1581.25 +10 1000 50 10000000000 55.25 65.75 false Tenth J Kappa 2023-10-15 2023-10-15T15:30 1012.34 +10 210 26 8549838179 23.43834 73.36477128189287 true Random N VVXIF 2023-11-24 2023-12-13T10:04:58 226.65 +10 386 51 1214815770 13.9599 36.64197990482059 false Random J ORLGI 2023-12-18 2023-11-27T09:13:58 852.62 +10 966 38 2203748112 45.55532 27.90844720844009 true Random W LFAGO 2023-12-14 2023-11-26T12:00:58 1898.68 +100 281 26 3174393241 51.05278 52.09566669589555 false Random F SLDWB 2023-12-14 2023-12-11T23:03:58 798.30 +100 289 71 4919981667 66.56684 69.73132704711037 true Random V QOLAP 2023-12-17 2023-12-23T01:38:58 217.05 +11 1100 55 11000000000 60.5 70 true Eleventh K Lambda 2023-10-16 2023-10-15T17:45 1123.45 +11 426 67 8473986652 17.94246 71.80682514420877 true Random X FXDUV 2023-12-04 2023-12-21T23:51:58 129.81 +11 441 19 7370044350 74.2617 62.01381740475809 true Random D UYKZA 2023-12-23 2023-12-15T03:49:58 1805.14 +11 487 27 14556302216 85.33334 62.59675083347449 true Random E QMHJD 2023-12-23 2023-12-24T00:30:58 1491.22 +11 770 17 7962512669 12.50875 83.33847413902296 true Random P LHJRA 2023-12-06 2023-12-04T07:48:58 970.51 +12 1200 60 12000000000 65.75 75.25 false Twelfth L Mu 2023-10-17 2023-10-16T18:15 1234.56 +12 751 8 12205294947 23.46867 64.35048302450815 true Random K FCSBV 2023-12-03 2023-12-16T17:10:58 325.26 +12 782 48 5080583047 75.55138 49.6324463213595 true Random N WYJDW 2023-12-16 2023-12-17T18:58:58 944.42 +12 987 73 1432735571 40.30815 43.5019559828596 true Random S MZUNG 2023-12-07 2023-12-03T05:42:58 215.12 +13 1300 65 13000000000 70.0 80.5 true Thirteenth M Nu 2023-10-18 2023-10-17T19:30 1345.67 +13 335 39 13869202091 30.42607 39.02304533093442 true Random L AULCC 2023-12-08 2023-12-12T16:26:58 387.97 +13 402 30 10851194313 74.82481 74.90108005771035 false Random F GEMMK 2023-11-27 2023-12-21T07:03:58 1643.55 +13 503 34 6763884255 23.66039 63.9797872103468 true Random S POEBK 2023-12-22 2023-12-23T15:16:58 486.62 +13 696 74 3370487489 84.54401 88.69976219408227 true Random H RTFJI 2023-11-23 2023-11-24T23:32:58 1761.50 +13 745 48 13047949175 51.16861 85.21972389262197 true Random A AYBWQ 2023-12-22 2023-12-22T08:25:58 1192.48 +13 859 65 7433576046 56.13626 34.87823331022725 false Random L CRFUF 2023-12-23 2023-12-12T07:05:58 1037.15 +14 1400 70 14000000000 75.25 85.75 false Fourteenth N Xi 2023-10-19 2023-10-18T20:45 1456.78 +14 195 17 2370700139 16.77706 64.81793301410002 false Random P IIGRE 2023-12-12 2023-12-14T14:40:58 1678.44 +14 966 65 7828602539 62.43066 68.85873133439297 true Random I VVOQH 2023-12-01 2023-12-05T16:54:58 1300.43 +14 968 16 11314514196 62.50967 33.1841427251225 false Random T WDEVJ 2023-11-24 2023-12-06T09:54:58 431.61 +15 1500 75 15000000000 80.5 90 true Fifteenth O Omicron 2023-10-20 2023-10-19T21:15 1567.89 +15 703 67 4284267079 85.38059 91.41088583496226 true Random T PHZRC 2023-12-04 2023-12-08T07:54:58 185.19 +16 135 22 7901304568 43.94481 85.16901944253635 true Random K NUQEP 2023-11-29 2023-11-25T15:42:58 1440.74 +16 615 20 12294128025 77.37379 20.42772029677839 true Random U JHPOB 2023-11-30 2023-12-16T06:29:58 1105.33 +17 289 49 13560709243 39.95279 38.24530683259943 true Random Q QEYVY 2023-12-19 2023-12-06T16:35:58 500.19 +17 499 46 11230409207 51.6321 28.81116419715477 false Random V BVLUH 2023-12-13 2023-12-23T09:59:58 1387.62 +17 646 62 11234805830 76.40492 67.46425239009778 true Random N REHZC 2023-12-09 2023-11-27T18:06:58 365.15 +17 698 55 1807368797 20.17171 43.84496606184709 true Random P SHSJV 2023-12-01 2023-11-25T03:56:58 810.95 +17 794 14 8377523030 28.07663 52.3837762020057 false Random E WPMIN 2023-12-03 2023-11-25T20:59:58 239.42 +17 913 32 4647929554 78.91502 70.54487265463735 true Random S WFPNS 2023-11-27 2023-11-25T19:29:58 321.45 +18 690 17 1399456103 63.26197 42.96471582377124 true Random R BWSRS 2023-12-13 2023-12-23T00:33:58 1840.02 +18 835 17 14265814864 18.9231 80.53531451138412 true Random V PIKUZ 2023-12-20 2023-12-20T23:39:58 1167.09 +19 917 66 2340946367 89.03568 22.64936245587527 false Random D HWHMU 2023-11-30 2023-12-09T18:36:58 1960.07 +19 993 13 7039833438 79.76907 69.79049291517285 true Random X OFSUV 2023-12-11 2023-12-07T17:46:58 1958.95 +2 200 10 2000000000 15.75 25.5 false Second B Beta 2023-10-07 2023-10-07T07:45 234.56 +2 850 75 7075823565 83.65178 62.56093886118189 false Random F RFHAG 2023-11-24 2023-12-02T17:06:58 495.12 +2 921 62 8557914543 78.52379 58.6849882881372 false Random D KBXXS 2023-12-07 2023-12-02T14:24:58 1782.88 +2 925 46 6013180177 41.107 34.86561026061906 true Random L XLLXY 2023-12-06 2023-12-09T06:04:58 1246.26 +20 248 64 7704906572 35.08993 76.69128821479936 true Random T KQOMS 2023-11-30 2023-12-10T17:35:58 1799.26 +22 200 41 12163439252 64.62125 81.68574929661384 true Random U KGVNU 2023-12-20 2023-11-30T06:56:58 1915.47 +22 235 19 6963606423 65.68033 54.1995295752517 true Random E ENVRH 2023-12-22 2023-11-29T06:42:58 864.89 +23 192 8 5102667616 54.11106 40.85713971600841 false Random J EBXEB 2023-12-13 2023-12-10T03:32:58 1824.12 +27 452 74 4240215371 50.56917 75.68204627611644 true Random G AZOWU 2023-12-01 2023-11-25T22:24:58 201.31 +27 866 24 5531365994 72.77447 86.96690821165853 false Random S TZPFJ 2023-11-28 2023-12-13T07:31:58 1274.75 +28 655 21 14580233860 12.50338 48.60220286874443 false Random P DUBQQ 2023-12-12 2023-12-03T12:11:58 922.42 +29 157 34 2302882987 51.92402 20.31114093769647 true Random R MBOXJ 2023-12-02 2023-12-03T06:12:58 1620.80 +29 910 52 5544039917 22.1794 46.32732226806482 true Random C TIZAG 2023-11-28 2023-12-14T08:08:58 900.96 +29 923 57 1591814253 68.57371 33.34280278989299 true Random Q ZONGC 2023-12-20 2023-12-13T01:11:58 1465.38 +3 259 74 7422478791 22.29143 75.38227773520089 true Random S VWAXJ 2023-12-01 2023-12-05T13:23:58 1970.57 +3 300 15 3000000000 20.25 30 true Third C Gamma 2023-10-08 2023-10-08T08:15 345.67 +3 422 25 5996825874 89.17358 62.75851379850582 false Random Z CDYAO 2023-12-14 2023-12-08T01:27:58 567.23 +3 668 60 1942550969 83.43451 87.15906153619602 true Random F QYSRS 2023-12-22 2023-12-10T14:17:58 320.22 +30 292 71 10308444223 63.03908 76.40649540444898 false Random G DRLHY 2023-12-19 2023-12-14T07:32:58 1165.14 +30 572 6 3022031043 57.81391 72.29244668177799 true Random X EHJDN 2023-12-11 2023-12-11T18:44:58 910.38 +30 830 65 12624057029 38.79117 59.72899174862661 false Random A LFPWP 2023-12-03 2023-12-16T16:10:58 1760.62 +31 395 22 6141426904 88.37914 52.0655270963123 false Random J DRPJV 2023-12-07 2023-11-28T19:15:58 1076.41 +31 990 5 13678786851 15.76289 85.24173385692956 false Random H THGIM 2023-12-14 2023-12-08T17:24:58 1834.37 +33 198 20 13225406950 67.7327 58.63863378877107 true Random I ZKXRA 2023-12-07 2023-11-28T18:33:58 566.76 +33 321 39 12537851805 38.26871 32.6626492245712 true Random S OICCE 2023-12-02 2023-12-19T08:41:58 306.92 +33 916 53 5666674210 57.99817 61.77488185256347 true Random J WJAXA 2023-11-27 2023-12-05T11:58:58 976.13 +34 145 44 14060350663 73.02436 68.40544929600975 true Random S UUJFP 2023-11-23 2023-12-11T22:08:58 739.45 +34 585 43 1429300527 61.70658 80.88100239373303 false Random O JKJOH 2023-12-17 2023-12-07T03:00:58 468.11 +35 297 75 2468378214 51.35346 34.18114780065386 false Random C HBYZO 2023-12-05 2023-12-09T13:42:58 534.70 +37 438 39 6809169396 83.56728 40.90894521029911 true Random W GXPAY 2023-12-07 2023-12-17T22:35:58 383.18 +38 606 57 14585148556 82.67463 79.18300302689997 false Random E RSFUZ 2023-12-16 2023-11-27T10:55:58 970.25 +39 726 50 3865644066 26.22563 28.53439309436442 false Random F NIUCS 2023-12-05 2023-12-04T11:31:58 1953.82 +4 122 24 10738473173 81.15482 60.21481394154484 false Random Y PQJRK 2023-12-20 2023-12-08T18:38:58 1467.35 +4 400 20 4000000000 25.5 35.25 false Fourth D Delta 2023-10-09 2023-10-09T09:30 456.78 +4 569 72 10560903405 50.25594 47.53514573928518 false Random O NRIRC 2023-12-05 2023-12-01T01:10:58 1986.99 +4 682 22 2040832636 60.33469 67.33499498711046 true Random W QUICJ 2023-11-24 2023-12-14T02:17:58 579.56 +40 230 34 10824964541 16.92977 53.81227727970337 false Random F YDQHF 2023-12-14 2023-12-03T09:42:58 1623.79 +40 693 69 13276482882 44.35974 82.57845708670757 true Random B RCCSU 2023-11-29 2023-12-01T12:11:58 183.64 +40 914 7 4902128502 19.44204 33.09978738734441 true Random Q KOCWA 2023-11-28 2023-12-21T01:20:58 1824.80 +41 344 34 14536795918 56.66095 84.15108995619764 false Random Q KYLCH 2023-12-10 2023-12-04T00:25:58 1902.09 +41 599 54 8095449906 22.58196 37.99742597458578 false Random T GTQXP 2023-12-12 2023-12-22T11:08:58 743.46 +41 697 21 1200243566 12.46617 68.57243624557165 true Random U JZGEG 2023-12-03 2023-12-09T20:51:58 1323.88 +41 708 64 11745827370 72.84812 35.31028363777645 true Random O WGSQC 2023-12-02 2023-11-25T09:07:58 1666.71 +41 840 65 8988241658 37.42859 42.25992474748068 false Random E HURYX 2023-12-22 2023-12-18T17:55:58 141.89 +42 143 42 3421815721 65.27691 87.91368867538209 true Random S AXGVL 2023-12-06 2023-11-28T23:36:58 575.01 +42 178 38 7559404453 69.69449 64.37154501388798 true Random G QUMUN 2023-12-14 2023-12-16T17:37:58 1190.44 +42 192 28 14454791024 35.4652 46.34876515635648 false Random W NQFGR 2023-12-04 2023-11-23T21:02:58 1428.02 +42 355 72 11536856285 74.42886 53.49032479461299 false Random I IQZEI 2023-12-10 2023-12-05T23:17:58 1098.14 +43 178 64 6969956763 40.98042 52.99882873140852 true Random C XQHYB 2023-12-11 2023-12-07T15:00:58 257.08 +43 828 24 12011396947 45.07647 54.2136449479346 true Random E HIDUO 2023-12-02 2023-12-18T17:14:58 233.10 +44 219 38 8596488294 73.52956 94.10797854680568 true Random E HMWBI 2023-12-15 2023-12-05T16:51:58 1907.47 +44 694 55 3626514138 62.50409 72.89799265418553 true Random Z JTDVF 2023-12-01 2023-11-29T04:08:58 1769.92 +44 912 63 8534761366 55.99354 50.23517155755042 false Random N OVQRQ 2023-12-08 2023-11-23T19:39:58 264.92 +44 928 7 1939079012 14.42667 68.86451571230457 false Random I EKVWY 2023-12-15 2023-12-09T02:43:58 846.74 +45 455 25 12639246000 47.01131 26.31071259495869 false Random Z GGEUA 2023-11-27 2023-12-01T12:41:58 1698.21 +45 492 43 3870916386 51.06959 42.65227040630079 true Random H JVZTB 2023-12-04 2023-12-09T13:06:58 1517.83 +47 508 48 1456473942 48.4883 20.37795590232661 false Random B CAOEY 2023-11-29 2023-12-10T06:49:58 1865.52 +47 566 50 1426586688 51.27869 40.47151456873397 true Random F YBOSH 2023-11-26 2023-12-14T19:44:58 1806.35 +47 838 73 14910230294 83.69784 82.28901816600579 true Random L SHXYL 2023-11-24 2023-12-05T14:19:58 1062.15 +48 898 59 12871187130 10.13838 70.19705104611333 true Random J WFXNN 2023-12-23 2023-12-16T18:53:58 1050.21 +49 165 38 4482178563 34.70655 69.17129468406594 false Random W CPZNY 2023-12-15 2023-11-23T11:56:58 512.60 +49 412 16 8300982793 56.26325 66.07893608061771 false Random K DWWJI 2023-12-08 2023-12-17T03:32:58 1718.54 +49 511 51 8602055259 88.1686 88.98712207285577 false Random M ZDKEY 2023-12-10 2023-11-24T18:44:58 241.08 +49 568 70 2916596630 79.16303 56.11431691686303 false Random T ILLIU 2023-11-23 2023-12-07T03:05:58 1039.03 +5 500 25 5000000000 30.75 40.5 true Fifth E Epsilon 2023-10-10 2023-10-10T10:45 567.89 +5 768 5 4152322228 41.12891 78.60686390712706 false Random J LXKRA 2023-12-05 2023-11-24T10:13:58 1941.98 +5 823 63 13328808917 77.7682 22.87975226738422 false Random F OIYPV 2023-12-11 2023-12-13T22:43:58 1144.38 +5 887 74 4082758600 22.79758 93.28246034891224 false Random V MPPGX 2023-12-01 2023-11-28T17:53:58 510.50 +50 126 58 4433111715 75.31828 43.28056186824247 false Random H UTDJF 2023-12-19 2023-12-10T00:24:58 368.42 +51 778 59 13914307584 27.48499 91.47665081887983 true Random X FGFHK 2023-12-01 2023-12-09T19:24:58 402.63 +51 898 32 13510411411 18.67966 21.40676103335101 false Random L FECUW 2023-12-10 2023-12-13T18:00:58 700.43 +52 811 31 14085958816 51.06702 65.01991893789116 true Random A CODYQ 2023-12-03 2023-12-07T15:25:58 1797.21 +53 505 52 9862728376 58.40501 57.60544454281924 false Random V WYCTZ 2023-11-24 2023-12-19T21:13:58 210.43 +53 667 49 10531976747 50.22229 49.64660893042742 false Random K WNRJE 2023-12-04 2023-12-19T06:57:58 680.97 +53 713 14 1464447148 23.47426 45.35056918414047 false Random Q UHMLT 2023-12-10 2023-11-29T18:07:58 286.70 +53 715 29 10917905565 41.83069 93.50885201221966 true Random U TRLSY 2023-12-03 2023-11-26T07:13:58 369.72 +54 467 42 13684826428 38.49146 90.10566649802195 true Random M ERFBG 2023-11-24 2023-12-02T08:23:58 211.00 +54 827 55 7054839267 58.55569 25.89100480211566 false Random O ASMLW 2023-12-13 2023-12-20T08:41:58 1369.32 +54 843 34 9547939940 38.66475 36.37094429923243 true Random P NTVIR 2023-12-12 2023-12-01T22:45:58 1628.37 +55 908 24 13623721787 40.06427 90.85281792731746 false Random B KFZGI 2023-11-27 2023-12-23T10:06:58 1124.95 +55 964 8 14038541765 70.24135 20.03455139162019 false Random J AYXIT 2023-12-13 2023-12-16T11:38:58 1476.73 +57 936 26 12164628867 56.54128 56.27667914939708 true Random O IPHPZ 2023-12-13 2023-11-30T14:36:58 603.68 +59 144 31 6208909394 67.41708 40.59765633709834 true Random D FLWNA 2023-12-12 2023-12-18T22:17:58 1870.24 +59 509 50 5501336408 39.94401 73.35770882761237 true Random I PVZNO 2023-12-04 2023-11-26T20:40:58 1177.33 +6 600 30 6000000000 35.25 45.75 false Sixth F Zeta 2023-10-11 2023-10-11T11:15 678.90 +60 711 69 1493870104 22.57419 61.30347648465907 false Random E FHKVR 2023-11-27 2023-12-05T03:26:58 1981.61 +60 875 42 14283877167 48.8115 67.0706975606688 true Random P VJOZH 2023-12-06 2023-12-14T21:20:58 781.71 +61 267 61 11407448558 12.87718 42.14484585725194 true Random B NRWNW 2023-11-30 2023-11-25T01:34:58 859.85 +61 414 63 14506877706 12.54097 58.04557426323987 false Random H NUOAD 2023-12-10 2023-12-06T14:52:58 780.50 +62 451 50 12304139502 51.15162 22.46754141558852 false Random C SRRSV 2023-12-08 2023-12-19T18:48:58 1352.65 +62 793 46 7308804595 39.76664 48.88672198076526 true Random V TPENZ 2023-11-26 2023-12-23T09:51:58 388.46 +63 112 75 12197306353 85.90137 43.48931389222043 false Random C KKAIT 2023-11-27 2023-12-22T20:23:58 1954.90 +63 383 35 5161212745 39.45528 52.33267523851794 false Random X TMYMC 2023-11-29 2023-12-10T01:09:58 1442.54 +63 410 33 1767102777 72.26012 56.9714833810249 false Random B QXNSM 2023-12-12 2023-12-19T14:57:58 1660.73 +64 479 20 1710421528 53.3241 33.55443503561635 false Random Q ONZRK 2023-12-09 2023-12-01T14:29:58 252.13 +64 678 14 13681447851 74.83621 36.94143092647816 true Random J KELFB 2023-12-01 2023-12-07T10:14:58 308.26 +64 719 36 1224510454 64.23743 86.05689694804887 true Random E ZVQPU 2023-11-30 2023-12-02T20:56:58 1879.25 +64 822 26 1154241961 52.16545 26.7794693777734 true Random E YWNAD 2023-12-08 2023-12-19T11:08:58 731.15 +65 571 24 10523050555 45.86508 70.80680527390149 true Random Y DILBW 2023-12-17 2023-11-25T14:41:58 859.30 +66 306 5 14448160602 44.64222 50.24249889525751 false Random X OASEB 2023-12-11 2023-11-26T16:16:58 1345.69 +66 521 30 7757576974 69.44016 92.35628101046321 false Random H SSOCR 2023-12-19 2023-11-29T22:51:58 913.34 +67 484 65 10817432713 62.16816 77.02869166077757 true Random K SAJMG 2023-12-19 2023-12-14T11:47:58 488.01 +68 266 31 8183454755 69.19586 23.13930480393864 false Random S STCBM 2023-11-26 2023-12-22T05:42:58 1722.37 +68 554 33 3525526216 29.07802 29.6567390059356 false Random Y EUGOF 2023-11-23 2023-12-15T02:33:58 395.41 +68 591 60 4813122821 33.21027 54.46414571850762 false Random X EXROI 2023-12-07 2023-12-06T16:39:58 290.11 +68 756 63 5416393421 66.41538 76.32820339134415 false Random Y CUNAL 2023-12-23 2023-12-14T14:49:58 1109.25 +68 922 13 11664232196 72.68327 37.9910331525765 false Random W PPWBB 2023-11-26 2023-12-10T14:54:58 1968.89 +68 947 60 7257499958 45.66122 77.42577781358565 false Random F ENQGA 2023-11-24 2023-11-28T23:33:58 319.99 +69 416 14 7702410607 31.6389 89.57939043145311 true Random C URQMU 2023-11-25 2023-11-30T07:17:58 1379.22 +7 340 50 8934567449 83.79683 35.39446967734915 false Random L CWYFN 2023-12-05 2023-12-22T18:26:58 806.15 +7 700 35 7000000000 40.5 50 true Seventh G Eta 2023-10-12 2023-10-12T12:30 789.01 +7 969 62 3451343234 57.17074 56.74513811095188 false Random G OWDSC 2023-12-19 2023-12-11T09:17:58 1874.22 +70 231 67 4547989149 35.10312 51.93622592177748 true Random V ZBCVY 2023-11-29 2023-12-22T03:41:58 1749.60 +70 421 23 3153379289 27.4121 79.32006404438445 false Random L VLJWK 2023-12-04 2023-12-11T21:31:58 1163.35 +70 751 56 7828222634 52.8313 55.7263634552559 true Random B TFHMH 2023-11-30 2023-12-24T04:22:58 1166.13 +71 452 25 4464808420 18.15564 61.98864198459619 false Random K YXFVY 2023-12-15 2023-12-07T20:58:58 514.74 +71 594 26 1024634104 62.92234 37.21675273137139 true Random J SPUWU 2023-12-04 2023-12-23T00:50:58 779.97 +72 377 11 3042707243 55.28907 53.72552524152444 true Random Q BAPHV 2023-12-06 2023-11-29T23:14:58 119.39 +73 866 49 4618070115 46.80365 91.41305051885227 true Random H ROYYF 2023-12-07 2023-12-01T02:28:58 1817.67 +74 670 60 4783926122 23.51394 91.24357097091087 true Random Y YFPMC 2023-12-23 2023-12-22T14:29:58 943.62 +75 368 73 6944888766 31.50099 56.88267149430107 false Random H LEXKZ 2023-12-21 2023-12-13T17:12:58 443.91 +76 410 20 10425110604 66.26356 92.68329033006493 false Random L JHFYD 2023-11-23 2023-11-29T02:34:58 867.56 +76 504 70 14161652666 58.0715 67.99111956708262 true Random Y HAVCK 2023-11-27 2023-12-14T08:08:58 1864.98 +77 131 19 2964167114 33.23181 53.35246738882714 false Random G AHGFO 2023-12-19 2023-12-01T02:11:58 1837.90 +77 165 36 12887722637 19.72938 45.61157603163882 true Random S OZOLB 2023-12-02 2023-12-02T21:07:58 1576.79 +79 314 17 6823498005 22.56263 72.70049796639023 true Random K FPSNZ 2023-12-07 2023-12-15T03:52:58 211.50 +8 550 48 13655992126 52.90345 51.35114230137935 false Random X JTVSE 2023-12-13 2023-12-14T19:49:58 361.55 +8 800 40 8000000000 45.75 55.25 false Eighth H Theta 2023-10-13 2023-10-13T13:45 890.12 +8 866 37 13672147880 81.28999 67.66548594336737 false Random H QDJIM 2023-12-14 2023-12-17T10:44:58 1112.05 +80 267 57 8797946135 35.60472 80.51381110359165 false Random K KQTEX 2023-12-09 2023-12-12T22:19:58 1769.15 +80 815 19 14529289205 19.76941 37.37008094684765 true Random Z WLALH 2023-12-11 2023-12-13T19:24:58 479.38 +81 726 66 9327218218 81.50363 39.9702863173827 true Random X WODRP 2023-11-28 2023-12-23T05:25:58 561.98 +82 107 51 1358006007 78.36581 46.09413324325159 true Random C IPNQU 2023-12-01 2023-12-13T21:41:58 417.17 +82 133 60 4616538638 88.8813 30.82745983013354 true Random W KPIJE 2023-12-20 2023-11-30T23:57:58 583.41 +82 531 44 10642962933 26.81859 23.85186547197961 false Random F NMQOD 2023-12-13 2023-12-18T11:34:58 861.78 +82 603 60 9083469993 81.24088 44.46228092092543 true Random Y WTQGU 2023-11-30 2023-11-28T05:18:58 1448.45 +82 982 62 8955063933 81.2855 78.30439669511465 true Random J SOCOT 2023-12-02 2023-12-02T13:17:58 814.60 +83 700 46 4569093424 50.0636 47.75811273142146 false Random R TEGAY 2023-12-19 2023-12-06T22:46:58 760.22 +84 427 60 9035762847 81.97131 28.37315065501099 true Random L FETYF 2023-12-01 2023-11-24T07:00:58 1267.12 +85 375 63 6797318130 85.47522 58.16330728665678 true Random E UNZLS 2023-12-01 2023-12-03T21:17:58 1949.48 +85 845 42 2373712244 74.55132 79.15491248184088 false Random B QJRKO 2023-11-29 2023-12-04T01:20:58 317.17 +85 873 18 7233488476 33.83051 31.65595058122551 false Random N RJTIB 2023-11-23 2023-12-11T07:07:58 1249.52 +86 398 27 13222936963 20.38733 44.51255195842424 true Random T ZCRFI 2023-12-21 2023-12-23T04:04:58 1801.53 +86 662 53 8875065706 28.64778 30.6775849729486 false Random N YNQAY 2023-12-15 2023-11-24T13:56:58 1108.35 +86 728 18 13390353484 61.06048 87.44751616093882 false Random J BUCVI 2023-12-07 2023-12-14T15:00:58 1611.17 +86 998 74 11080891106 82.56876 32.0122101203062 true Random K VAAMT 2023-12-23 2023-12-01T02:14:58 1708.39 +87 145 64 9022533179 37.80205 63.26081178595084 true Random T PEOPK 2023-12-08 2023-12-07T09:41:58 1167.05 +87 641 64 4786767059 14.76509 70.8793353664754 false Random W SQHGN 2023-12-12 2023-12-23T17:19:58 1316.61 +88 274 41 14108849690 73.74919 42.6257514424674 true Random X BVRFA 2023-12-01 2023-11-25T06:32:58 515.18 +88 728 59 8439434199 30.3729 59.41028334476437 false Random F JODWY 2023-12-04 2023-11-30T23:57:58 1753.88 +88 765 69 9753682777 83.42646 25.99260711248508 true Random M MEJAX 2023-11-25 2023-12-20T01:21:58 1647.22 +89 129 64 6400162051 67.91096 80.48074661432221 true Random Y ZXJWQ 2023-12-16 2023-12-19T02:23:58 1882.65 +89 377 22 14340881803 32.61157 82.55038012140059 false Random K ACYZU 2023-12-01 2023-11-26T18:05:58 672.13 +89 964 41 12706120446 69.48412 32.39048200771184 true Random J IIRNY 2023-12-16 2023-11-28T17:54:58 1298.71 +9 113 7 6162580854 11.34689 46.82839094332704 false Random A SJTAF 2023-12-14 2023-11-23T10:27:58 1610.49 +9 268 59 8149280252 86.66627 70.91298799618343 false Random E PVKYK 2023-12-21 2023-11-24T16:28:58 263.17 +9 900 45 9000000000 50.0 60.5 true Ninth I Iota 2023-10-14 2023-10-14T14:15 901.23 +9 907 24 6113036809 66.06377 50.26485838775805 true Random X XLPOL 2023-11-23 2023-12-02T01:03:58 256.61 +90 391 26 12874761259 21.49042 53.46850617467312 true Random Q QTJPE 2023-12-17 2023-12-03T09:40:58 748.05 +91 389 11 14784237986 11.17414 27.6922844275654 true Random P DYILB 2023-12-14 2023-12-21T03:07:58 1175.73 +91 528 68 14588592231 77.4651 88.92064181463138 false Random U JXZUA 2023-12-16 2023-12-20T18:28:58 1834.07 +92 344 29 5182139341 31.65326 44.26814517218887 true Random F NGHOS 2023-12-06 2023-12-09T13:25:58 1291.06 +93 887 20 13555948969 70.57364 32.6215329348768 false Random D SPMEK 2023-11-26 2023-12-20T10:11:58 258.86 +94 216 49 8773264156 81.6172 43.03983700523827 true Random D VHWYT 2023-12-13 2023-11-29T23:03:58 1178.27 +94 693 60 4818659234 26.04229 83.29751072721059 true Random B ENSQO 2023-12-22 2023-12-11T22:08:58 1283.81 +95 560 62 1389447643 19.20204 85.46518830161321 true Random S LQRRB 2023-12-16 2023-12-11T22:12:58 445.65 +96 595 72 11506136303 21.91773 74.74561804277158 true Random T SPLKA 2023-12-02 2023-11-29T16:39:58 1693.61 +96 637 39 5516035994 55.90832 60.52204101256282 true Random O YPETL 2023-12-02 2023-11-27T18:47:58 1175.16 +97 415 74 10346322649 21.66743 46.58901867647463 false Random R KWFOF 2023-12-21 2023-11-27T04:18:58 1157.72 +97 839 60 14818779777 46.17389 68.98285340004992 false Random W HMFPU 2023-12-01 2023-12-04T00:41:58 1683.48 +98 228 65 4782017237 55.10206 31.41457099370056 true Random P EOIFT 2023-12-07 2023-12-15T00:12:58 137.49 +99 632 39 8911195323 74.58128 78.2764804276292 false Random Q WTQCL 2023-12-02 2023-12-05T01:18:58 200.21 -- !q44 -- -17 289 49 13560709243 39.952793 38.245306832599425 true Random Q QEYVY 2023-12-19 2023-12-07T00:35:58 500.19 -17 499 46 11230409207 51.632103 28.811164197154774 false Random V BVLUH 2023-12-13 2023-12-23T17:59:58 1387.62 -17 646 62 11234805830 76.40492 67.46425239009778 true Random N REHZC 2023-12-09 2023-11-28T02:06:58 365.15 -17 698 55 1807368797 20.17171 43.84496606184709 true Random P SHSJV 2023-12-01 2023-11-25T11:56:58 810.95 -17 794 14 8377523030 28.07663 52.3837762020057 false Random E WPMIN 2023-12-03 2023-11-26T04:59:58 239.42 -17 913 32 4647929554 78.91502 70.54487265463735 true Random S WFPNS 2023-11-27 2023-11-26T03:29:58 321.45 +17 289 49 13560709243 39.95279 38.24530683259943 true Random Q QEYVY 2023-12-19 2023-12-06T16:35:58 500.19 +17 499 46 11230409207 51.6321 28.81116419715477 false Random V BVLUH 2023-12-13 2023-12-23T09:59:58 1387.62 +17 646 62 11234805830 76.40492 67.46425239009778 true Random N REHZC 2023-12-09 2023-11-27T18:06:58 365.15 +17 698 55 1807368797 20.17171 43.84496606184709 true Random P SHSJV 2023-12-01 2023-11-25T03:56:58 810.95 +17 794 14 8377523030 28.07663 52.3837762020057 false Random E WPMIN 2023-12-03 2023-11-25T20:59:58 239.42 +17 913 32 4647929554 78.91502 70.54487265463735 true Random S WFPNS 2023-11-27 2023-11-25T19:29:58 321.45 -- !q45 -- -11 1100 55 11000000000 60.5 70.0 true Eleventh K Lambda 2023-10-16 2023-10-16T01:45 1123.45 -11 487 27 14556302216 85.33334 62.596750833474495 true Random E QMHJD 2023-12-23 2023-12-24T08:30:58 1491.22 -12 1200 60 12000000000 65.75 75.25 false Twelfth L Mu 2023-10-17 2023-10-17T02:15 1234.56 -12 751 8 12205294947 23.468674 64.35048302450815 true Random K FCSBV 2023-12-03 2023-12-17T01:10:58 325.26 -13 1300 65 13000000000 70.0 80.5 true Thirteenth M Nu 2023-10-18 2023-10-18T03:30 1345.67 -13 335 39 13869202091 30.426075 39.02304533093442 true Random L AULCC 2023-12-08 2023-12-13T00:26:58 387.97 -13 402 30 10851194313 74.82481 74.90108005771035 false Random F GEMMK 2023-11-27 2023-12-21T15:03:58 1643.55 -13 745 48 13047949175 51.168613 85.21972389262197 true Random A AYBWQ 2023-12-22 2023-12-22T16:25:58 1192.48 -14 1400 70 14000000000 75.25 85.75 false Fourteenth N Xi 2023-10-19 2023-10-19T04:45 1456.78 -14 968 16 11314514196 62.509666 33.1841427251225 false Random T WDEVJ 2023-11-24 2023-12-06T17:54:58 431.61 -15 1500 75 15000000000 80.5 90.0 true Fifteenth O Omicron 2023-10-20 2023-10-20T05:15 1567.89 -16 615 20 12294128025 77.37379 20.42772029677839 true Random U JHPOB 2023-11-30 2023-12-16T14:29:58 1105.33 -17 289 49 13560709243 39.952793 38.245306832599425 true Random Q QEYVY 2023-12-19 2023-12-07T00:35:58 500.19 -17 499 46 11230409207 51.632103 28.811164197154774 false Random V BVLUH 2023-12-13 2023-12-23T17:59:58 1387.62 -17 646 62 11234805830 76.40492 67.46425239009778 true Random N REHZC 2023-12-09 2023-11-28T02:06:58 365.15 -18 835 17 14265814864 18.923101 80.53531451138412 true Random V PIKUZ 2023-12-20 2023-12-21T07:39:58 1167.09 -22 200 41 12163439252 64.621254 81.68574929661384 true Random U KGVNU 2023-12-20 2023-11-30T14:56:58 1915.47 -28 655 21 14580233860 12.503378 48.60220286874443 false Random P DUBQQ 2023-12-12 2023-12-03T20:11:58 922.42 -30 830 65 12624057029 38.791172 59.72899174862661 false Random A LFPWP 2023-12-03 2023-12-17T00:10:58 1760.62 -31 990 5 13678786851 15.762894 85.24173385692956 false Random H THGIM 2023-12-14 2023-12-09T01:24:58 1834.37 -33 198 20 13225406950 67.7327 58.63863378877107 true Random I ZKXRA 2023-12-07 2023-11-29T02:33:58 566.76 -33 321 39 12537851805 38.26871 32.6626492245712 true Random S OICCE 2023-12-02 2023-12-19T16:41:58 306.92 -34 145 44 14060350663 73.02436 68.40544929600975 true Random S UUJFP 2023-11-23 2023-12-12T06:08:58 739.45 -38 606 57 14585148556 82.67463 79.18300302689997 false Random E RSFUZ 2023-12-16 2023-11-27T18:55:58 970.25 -4 122 24 10738473173 81.15482 60.21481394154484 false Random Y PQJRK 2023-12-20 2023-12-09T02:38:58 1467.35 -40 230 34 10824964541 16.929768 53.812277279703366 false Random F YDQHF 2023-12-14 2023-12-03T17:42:58 1623.79 -40 693 69 13276482882 44.35974 82.57845708670757 true Random B RCCSU 2023-11-29 2023-12-01T20:11:58 183.64 -41 344 34 14536795918 56.660946 84.15108995619764 false Random Q KYLCH 2023-12-10 2023-12-04T08:25:58 1902.09 -41 708 64 11745827370 72.84812 35.31028363777645 true Random O WGSQC 2023-12-02 2023-11-25T17:07:58 1666.71 -42 192 28 14454791024 35.465202 46.34876515635648 false Random W NQFGR 2023-12-04 2023-11-24T05:02:58 1428.02 -42 355 72 11536856285 74.42886 53.49032479461299 false Random I IQZEI 2023-12-10 2023-12-06T07:17:58 1098.14 -43 828 24 12011396947 45.07647 54.2136449479346 true Random E HIDUO 2023-12-02 2023-12-19T01:14:58 233.10 -45 455 25 12639246000 47.011307 26.310712594958694 false Random Z GGEUA 2023-11-27 2023-12-01T20:41:58 1698.21 -47 838 73 14910230294 83.69784 82.28901816600579 true Random L SHXYL 2023-11-24 2023-12-05T22:19:58 1062.15 -48 898 59 12871187130 10.13838 70.19705104611333 true Random J WFXNN 2023-12-23 2023-12-17T02:53:58 1050.21 -5 823 63 13328808917 77.768196 22.87975226738422 false Random F OIYPV 2023-12-11 2023-12-14T06:43:58 1144.38 -51 778 59 13914307584 27.48499 91.47665081887983 true Random X FGFHK 2023-12-01 2023-12-10T03:24:58 402.63 -51 898 32 13510411411 18.679659 21.406761033351007 false Random L FECUW 2023-12-10 2023-12-14T02:00:58 700.43 -52 811 31 14085958816 51.067017 65.01991893789116 true Random A CODYQ 2023-12-03 2023-12-07T23:25:58 1797.21 -53 715 29 10917905565 41.83069 93.50885201221966 true Random U TRLSY 2023-12-03 2023-11-26T15:13:58 369.72 -54 467 42 13684826428 38.491455 90.10566649802195 true Random M ERFBG 2023-11-24 2023-12-02T16:23:58 211.00 -55 908 24 13623721787 40.06427 90.85281792731746 false Random B KFZGI 2023-11-27 2023-12-23T18:06:58 1124.95 -55 964 8 14038541765 70.24135 20.034551391620194 false Random J AYXIT 2023-12-13 2023-12-16T19:38:58 1476.73 -57 936 26 12164628867 56.541275 56.276679149397076 true Random O IPHPZ 2023-12-13 2023-11-30T22:36:58 603.68 -60 875 42 14283877167 48.811504 67.0706975606688 true Random P VJOZH 2023-12-06 2023-12-15T05:20:58 781.71 -61 267 61 11407448558 12.877184 42.144845857251944 true Random B NRWNW 2023-11-30 2023-11-25T09:34:58 859.85 -61 414 63 14506877706 12.540966 58.04557426323987 false Random H NUOAD 2023-12-10 2023-12-06T22:52:58 780.50 -62 451 50 12304139502 51.151623 22.46754141558852 false Random C SRRSV 2023-12-08 2023-12-20T02:48:58 1352.65 -63 112 75 12197306353 85.90137 43.48931389222043 false Random C KKAIT 2023-11-27 2023-12-23T04:23:58 1954.90 -64 678 14 13681447851 74.83621 36.94143092647816 true Random J KELFB 2023-12-01 2023-12-07T18:14:58 308.26 -66 306 5 14448160602 44.642223 50.24249889525751 false Random X OASEB 2023-12-11 2023-11-27T00:16:58 1345.69 -67 484 65 10817432713 62.168163 77.02869166077757 true Random K SAJMG 2023-12-19 2023-12-14T19:47:58 488.01 -68 922 13 11664232196 72.683266 37.9910331525765 false Random W PPWBB 2023-11-26 2023-12-10T22:54:58 1968.89 -76 504 70 14161652666 58.071503 67.99111956708262 true Random Y HAVCK 2023-11-27 2023-12-14T16:08:58 1864.98 -77 165 36 12887722637 19.729382 45.61157603163882 true Random S OZOLB 2023-12-02 2023-12-03T05:07:58 1576.79 -8 550 48 13655992126 52.90345 51.35114230137935 false Random X JTVSE 2023-12-13 2023-12-15T03:49:58 361.55 -8 866 37 13672147880 81.28999 67.66548594336737 false Random H QDJIM 2023-12-14 2023-12-17T18:44:58 1112.05 -80 815 19 14529289205 19.769405 37.37008094684765 true Random Z WLALH 2023-12-11 2023-12-14T03:24:58 479.38 -86 398 27 13222936963 20.387327 44.51255195842424 true Random T ZCRFI 2023-12-21 2023-12-23T12:04:58 1801.53 -86 728 18 13390353484 61.060482 87.44751616093882 false Random J BUCVI 2023-12-07 2023-12-14T23:00:58 1611.17 -86 998 74 11080891106 82.568756 32.0122101203062 true Random K VAAMT 2023-12-23 2023-12-01T10:14:58 1708.39 -88 274 41 14108849690 73.74919 42.625751442467404 true Random X BVRFA 2023-12-01 2023-11-25T14:32:58 515.18 -89 377 22 14340881803 32.61157 82.5503801214006 false Random K ACYZU 2023-12-01 2023-11-27T02:05:58 672.13 -89 964 41 12706120446 69.484116 32.39048200771184 true Random J IIRNY 2023-12-16 2023-11-29T01:54:58 1298.71 -90 391 26 12874761259 21.49042 53.46850617467312 true Random Q QTJPE 2023-12-17 2023-12-03T17:40:58 748.05 -91 389 11 14784237986 11.174142 27.692284427565397 true Random P DYILB 2023-12-14 2023-12-21T11:07:58 1175.73 -91 528 68 14588592231 77.4651 88.92064181463138 false Random U JXZUA 2023-12-16 2023-12-21T02:28:58 1834.07 -93 887 20 13555948969 70.57364 32.621532934876804 false Random D SPMEK 2023-11-26 2023-12-20T18:11:58 258.86 -96 595 72 11506136303 21.917727 74.74561804277158 true Random T SPLKA 2023-12-02 2023-11-30T00:39:58 1693.61 -97 839 60 14818779777 46.17389 68.98285340004992 false Random W HMFPU 2023-12-01 2023-12-04T08:41:58 1683.48 +11 1100 55 11000000000 60.5 70 true Eleventh K Lambda 2023-10-16 2023-10-15T17:45 1123.45 +11 487 27 14556302216 85.33334 62.59675083347449 true Random E QMHJD 2023-12-23 2023-12-24T00:30:58 1491.22 +12 1200 60 12000000000 65.75 75.25 false Twelfth L Mu 2023-10-17 2023-10-16T18:15 1234.56 +12 751 8 12205294947 23.46867 64.35048302450815 true Random K FCSBV 2023-12-03 2023-12-16T17:10:58 325.26 +13 1300 65 13000000000 70.0 80.5 true Thirteenth M Nu 2023-10-18 2023-10-17T19:30 1345.67 +13 335 39 13869202091 30.42607 39.02304533093442 true Random L AULCC 2023-12-08 2023-12-12T16:26:58 387.97 +13 402 30 10851194313 74.82481 74.90108005771035 false Random F GEMMK 2023-11-27 2023-12-21T07:03:58 1643.55 +13 745 48 13047949175 51.16861 85.21972389262197 true Random A AYBWQ 2023-12-22 2023-12-22T08:25:58 1192.48 +14 1400 70 14000000000 75.25 85.75 false Fourteenth N Xi 2023-10-19 2023-10-18T20:45 1456.78 +14 968 16 11314514196 62.50967 33.1841427251225 false Random T WDEVJ 2023-11-24 2023-12-06T09:54:58 431.61 +15 1500 75 15000000000 80.5 90 true Fifteenth O Omicron 2023-10-20 2023-10-19T21:15 1567.89 +16 615 20 12294128025 77.37379 20.42772029677839 true Random U JHPOB 2023-11-30 2023-12-16T06:29:58 1105.33 +17 289 49 13560709243 39.95279 38.24530683259943 true Random Q QEYVY 2023-12-19 2023-12-06T16:35:58 500.19 +17 499 46 11230409207 51.6321 28.81116419715477 false Random V BVLUH 2023-12-13 2023-12-23T09:59:58 1387.62 +17 646 62 11234805830 76.40492 67.46425239009778 true Random N REHZC 2023-12-09 2023-11-27T18:06:58 365.15 +18 835 17 14265814864 18.9231 80.53531451138412 true Random V PIKUZ 2023-12-20 2023-12-20T23:39:58 1167.09 +22 200 41 12163439252 64.62125 81.68574929661384 true Random U KGVNU 2023-12-20 2023-11-30T06:56:58 1915.47 +28 655 21 14580233860 12.50338 48.60220286874443 false Random P DUBQQ 2023-12-12 2023-12-03T12:11:58 922.42 +30 830 65 12624057029 38.79117 59.72899174862661 false Random A LFPWP 2023-12-03 2023-12-16T16:10:58 1760.62 +31 990 5 13678786851 15.76289 85.24173385692956 false Random H THGIM 2023-12-14 2023-12-08T17:24:58 1834.37 +33 198 20 13225406950 67.7327 58.63863378877107 true Random I ZKXRA 2023-12-07 2023-11-28T18:33:58 566.76 +33 321 39 12537851805 38.26871 32.6626492245712 true Random S OICCE 2023-12-02 2023-12-19T08:41:58 306.92 +34 145 44 14060350663 73.02436 68.40544929600975 true Random S UUJFP 2023-11-23 2023-12-11T22:08:58 739.45 +38 606 57 14585148556 82.67463 79.18300302689997 false Random E RSFUZ 2023-12-16 2023-11-27T10:55:58 970.25 +4 122 24 10738473173 81.15482 60.21481394154484 false Random Y PQJRK 2023-12-20 2023-12-08T18:38:58 1467.35 +40 230 34 10824964541 16.92977 53.81227727970337 false Random F YDQHF 2023-12-14 2023-12-03T09:42:58 1623.79 +40 693 69 13276482882 44.35974 82.57845708670757 true Random B RCCSU 2023-11-29 2023-12-01T12:11:58 183.64 +41 344 34 14536795918 56.66095 84.15108995619764 false Random Q KYLCH 2023-12-10 2023-12-04T00:25:58 1902.09 +41 708 64 11745827370 72.84812 35.31028363777645 true Random O WGSQC 2023-12-02 2023-11-25T09:07:58 1666.71 +42 192 28 14454791024 35.4652 46.34876515635648 false Random W NQFGR 2023-12-04 2023-11-23T21:02:58 1428.02 +42 355 72 11536856285 74.42886 53.49032479461299 false Random I IQZEI 2023-12-10 2023-12-05T23:17:58 1098.14 +43 828 24 12011396947 45.07647 54.2136449479346 true Random E HIDUO 2023-12-02 2023-12-18T17:14:58 233.10 +45 455 25 12639246000 47.01131 26.31071259495869 false Random Z GGEUA 2023-11-27 2023-12-01T12:41:58 1698.21 +47 838 73 14910230294 83.69784 82.28901816600579 true Random L SHXYL 2023-11-24 2023-12-05T14:19:58 1062.15 +48 898 59 12871187130 10.13838 70.19705104611333 true Random J WFXNN 2023-12-23 2023-12-16T18:53:58 1050.21 +5 823 63 13328808917 77.7682 22.87975226738422 false Random F OIYPV 2023-12-11 2023-12-13T22:43:58 1144.38 +51 778 59 13914307584 27.48499 91.47665081887983 true Random X FGFHK 2023-12-01 2023-12-09T19:24:58 402.63 +51 898 32 13510411411 18.67966 21.40676103335101 false Random L FECUW 2023-12-10 2023-12-13T18:00:58 700.43 +52 811 31 14085958816 51.06702 65.01991893789116 true Random A CODYQ 2023-12-03 2023-12-07T15:25:58 1797.21 +53 715 29 10917905565 41.83069 93.50885201221966 true Random U TRLSY 2023-12-03 2023-11-26T07:13:58 369.72 +54 467 42 13684826428 38.49146 90.10566649802195 true Random M ERFBG 2023-11-24 2023-12-02T08:23:58 211.00 +55 908 24 13623721787 40.06427 90.85281792731746 false Random B KFZGI 2023-11-27 2023-12-23T10:06:58 1124.95 +55 964 8 14038541765 70.24135 20.03455139162019 false Random J AYXIT 2023-12-13 2023-12-16T11:38:58 1476.73 +57 936 26 12164628867 56.54128 56.27667914939708 true Random O IPHPZ 2023-12-13 2023-11-30T14:36:58 603.68 +60 875 42 14283877167 48.8115 67.0706975606688 true Random P VJOZH 2023-12-06 2023-12-14T21:20:58 781.71 +61 267 61 11407448558 12.87718 42.14484585725194 true Random B NRWNW 2023-11-30 2023-11-25T01:34:58 859.85 +61 414 63 14506877706 12.54097 58.04557426323987 false Random H NUOAD 2023-12-10 2023-12-06T14:52:58 780.50 +62 451 50 12304139502 51.15162 22.46754141558852 false Random C SRRSV 2023-12-08 2023-12-19T18:48:58 1352.65 +63 112 75 12197306353 85.90137 43.48931389222043 false Random C KKAIT 2023-11-27 2023-12-22T20:23:58 1954.90 +64 678 14 13681447851 74.83621 36.94143092647816 true Random J KELFB 2023-12-01 2023-12-07T10:14:58 308.26 +66 306 5 14448160602 44.64222 50.24249889525751 false Random X OASEB 2023-12-11 2023-11-26T16:16:58 1345.69 +67 484 65 10817432713 62.16816 77.02869166077757 true Random K SAJMG 2023-12-19 2023-12-14T11:47:58 488.01 +68 922 13 11664232196 72.68327 37.9910331525765 false Random W PPWBB 2023-11-26 2023-12-10T14:54:58 1968.89 +76 504 70 14161652666 58.0715 67.99111956708262 true Random Y HAVCK 2023-11-27 2023-12-14T08:08:58 1864.98 +77 165 36 12887722637 19.72938 45.61157603163882 true Random S OZOLB 2023-12-02 2023-12-02T21:07:58 1576.79 +8 550 48 13655992126 52.90345 51.35114230137935 false Random X JTVSE 2023-12-13 2023-12-14T19:49:58 361.55 +8 866 37 13672147880 81.28999 67.66548594336737 false Random H QDJIM 2023-12-14 2023-12-17T10:44:58 1112.05 +80 815 19 14529289205 19.76941 37.37008094684765 true Random Z WLALH 2023-12-11 2023-12-13T19:24:58 479.38 +86 398 27 13222936963 20.38733 44.51255195842424 true Random T ZCRFI 2023-12-21 2023-12-23T04:04:58 1801.53 +86 728 18 13390353484 61.06048 87.44751616093882 false Random J BUCVI 2023-12-07 2023-12-14T15:00:58 1611.17 +86 998 74 11080891106 82.56876 32.0122101203062 true Random K VAAMT 2023-12-23 2023-12-01T02:14:58 1708.39 +88 274 41 14108849690 73.74919 42.6257514424674 true Random X BVRFA 2023-12-01 2023-11-25T06:32:58 515.18 +89 377 22 14340881803 32.61157 82.55038012140059 false Random K ACYZU 2023-12-01 2023-11-26T18:05:58 672.13 +89 964 41 12706120446 69.48412 32.39048200771184 true Random J IIRNY 2023-12-16 2023-11-28T17:54:58 1298.71 +90 391 26 12874761259 21.49042 53.46850617467312 true Random Q QTJPE 2023-12-17 2023-12-03T09:40:58 748.05 +91 389 11 14784237986 11.17414 27.6922844275654 true Random P DYILB 2023-12-14 2023-12-21T03:07:58 1175.73 +91 528 68 14588592231 77.4651 88.92064181463138 false Random U JXZUA 2023-12-16 2023-12-20T18:28:58 1834.07 +93 887 20 13555948969 70.57364 32.6215329348768 false Random D SPMEK 2023-11-26 2023-12-20T10:11:58 258.86 +96 595 72 11506136303 21.91773 74.74561804277158 true Random T SPLKA 2023-12-02 2023-11-29T16:39:58 1693.61 +97 839 60 14818779777 46.17389 68.98285340004992 false Random W HMFPU 2023-12-01 2023-12-04T00:41:58 1683.48 -- !q46 -- -1 578 55 2111222273 56.858597 82.38111658179561 true Random C LYDUG 2023-12-17 2023-12-05T13:04:58 1393.11 -29 910 52 5544039917 22.179396 46.32732226806482 true Random C TIZAG 2023-11-28 2023-12-14T16:08:58 900.96 -3 300 15 3000000000 20.25 30.0 true Third C Gamma 2023-10-08 2023-10-08T16:15 345.67 -43 178 64 6969956763 40.980415 52.998828731408516 true Random C XQHYB 2023-12-11 2023-12-07T23:00:58 257.08 -69 416 14 7702410607 31.638903 89.5793904314531 true Random C URQMU 2023-11-25 2023-11-30T15:17:58 1379.22 -82 107 51 1358006007 78.36581 46.09413324325159 true Random C IPNQU 2023-12-01 2023-12-14T05:41:58 417.17 +1 578 55 2111222273 56.8586 82.38111658179561 true Random C LYDUG 2023-12-17 2023-12-05T05:04:58 1393.11 +29 910 52 5544039917 22.1794 46.32732226806482 true Random C TIZAG 2023-11-28 2023-12-14T08:08:58 900.96 +3 300 15 3000000000 20.25 30 true Third C Gamma 2023-10-08 2023-10-08T08:15 345.67 +43 178 64 6969956763 40.98042 52.99882873140852 true Random C XQHYB 2023-12-11 2023-12-07T15:00:58 257.08 +69 416 14 7702410607 31.6389 89.57939043145311 true Random C URQMU 2023-11-25 2023-11-30T07:17:58 1379.22 +82 107 51 1358006007 78.36581 46.09413324325159 true Random C IPNQU 2023-12-01 2023-12-13T21:41:58 417.17 -- !q47 -- -1 578 55 2111222273 56.858597 82.38111658179561 true Random C LYDUG 2023-12-17 2023-12-05T13:04:58 1393.11 -1 979 44 10163954251 28.827957 57.56879940298416 true Random Q DNRGE 2023-12-09 2023-12-10T20:21:58 1581.25 -10 1000 50 10000000000 55.25 65.75 false Tenth J Kappa 2023-10-15 2023-10-15T23:30 1012.34 -10 966 38 2203748112 45.555325 27.908447208440094 true Random W LFAGO 2023-12-14 2023-11-26T20:00:58 1898.68 -11 1100 55 11000000000 60.5 70.0 true Eleventh K Lambda 2023-10-16 2023-10-16T01:45 1123.45 -11 441 19 7370044350 74.261696 62.013817404758086 true Random D UYKZA 2023-12-23 2023-12-15T11:49:58 1805.14 -11 487 27 14556302216 85.33334 62.596750833474495 true Random E QMHJD 2023-12-23 2023-12-24T08:30:58 1491.22 -12 1200 60 12000000000 65.75 75.25 false Twelfth L Mu 2023-10-17 2023-10-17T02:15 1234.56 -13 1300 65 13000000000 70.0 80.5 true Thirteenth M Nu 2023-10-18 2023-10-18T03:30 1345.67 -13 402 30 10851194313 74.82481 74.90108005771035 false Random F GEMMK 2023-11-27 2023-12-21T15:03:58 1643.55 -13 696 74 3370487489 84.544014 88.69976219408227 true Random H RTFJI 2023-11-23 2023-11-25T07:32:58 1761.50 -13 745 48 13047949175 51.168613 85.21972389262197 true Random A AYBWQ 2023-12-22 2023-12-22T16:25:58 1192.48 -13 859 65 7433576046 56.136265 34.87823331022725 false Random L CRFUF 2023-12-23 2023-12-12T15:05:58 1037.15 -14 1400 70 14000000000 75.25 85.75 false Fourteenth N Xi 2023-10-19 2023-10-19T04:45 1456.78 -14 195 17 2370700139 16.777058 64.81793301410002 false Random P IIGRE 2023-12-12 2023-12-14T22:40:58 1678.44 -14 966 65 7828602539 62.430664 68.85873133439297 true Random I VVOQH 2023-12-01 2023-12-06T00:54:58 1300.43 -15 1500 75 15000000000 80.5 90.0 true Fifteenth O Omicron 2023-10-20 2023-10-20T05:15 1567.89 -16 135 22 7901304568 43.944805 85.16901944253635 true Random K NUQEP 2023-11-29 2023-11-25T23:42:58 1440.74 -16 615 20 12294128025 77.37379 20.42772029677839 true Random U JHPOB 2023-11-30 2023-12-16T14:29:58 1105.33 -17 499 46 11230409207 51.632103 28.811164197154774 false Random V BVLUH 2023-12-13 2023-12-23T17:59:58 1387.62 -18 690 17 1399456103 63.261967 42.964715823771236 true Random R BWSRS 2023-12-13 2023-12-23T08:33:58 1840.02 -18 835 17 14265814864 18.923101 80.53531451138412 true Random V PIKUZ 2023-12-20 2023-12-21T07:39:58 1167.09 -19 917 66 2340946367 89.035675 22.649362455875274 false Random D HWHMU 2023-11-30 2023-12-10T02:36:58 1960.07 -19 993 13 7039833438 79.769066 69.79049291517285 true Random X OFSUV 2023-12-11 2023-12-08T01:46:58 1958.95 -2 921 62 8557914543 78.52379 58.6849882881372 false Random D KBXXS 2023-12-07 2023-12-02T22:24:58 1782.88 -2 925 46 6013180177 41.107002 34.86561026061906 true Random L XLLXY 2023-12-06 2023-12-09T14:04:58 1246.26 -20 248 64 7704906572 35.089928 76.69128821479936 true Random T KQOMS 2023-11-30 2023-12-11T01:35:58 1799.26 -22 200 41 12163439252 64.621254 81.68574929661384 true Random U KGVNU 2023-12-20 2023-11-30T14:56:58 1915.47 -23 192 8 5102667616 54.111057 40.85713971600841 false Random J EBXEB 2023-12-13 2023-12-10T11:32:58 1824.12 -27 866 24 5531365994 72.77447 86.96690821165853 false Random S TZPFJ 2023-11-28 2023-12-13T15:31:58 1274.75 -29 157 34 2302882987 51.924015 20.311140937696468 true Random R MBOXJ 2023-12-02 2023-12-03T14:12:58 1620.80 -29 923 57 1591814253 68.57371 33.342802789892986 true Random Q ZONGC 2023-12-20 2023-12-13T09:11:58 1465.38 -3 259 74 7422478791 22.291426 75.38227773520089 true Random S VWAXJ 2023-12-01 2023-12-05T21:23:58 1970.57 -30 292 71 10308444223 63.039078 76.40649540444898 false Random G DRLHY 2023-12-19 2023-12-14T15:32:58 1165.14 -30 830 65 12624057029 38.791172 59.72899174862661 false Random A LFPWP 2023-12-03 2023-12-17T00:10:58 1760.62 -31 395 22 6141426904 88.37914 52.0655270963123 false Random J DRPJV 2023-12-07 2023-11-29T03:15:58 1076.41 -31 990 5 13678786851 15.762894 85.24173385692956 false Random H THGIM 2023-12-14 2023-12-09T01:24:58 1834.37 -39 726 50 3865644066 26.225628 28.534393094364418 false Random F NIUCS 2023-12-05 2023-12-04T19:31:58 1953.82 -4 122 24 10738473173 81.15482 60.21481394154484 false Random Y PQJRK 2023-12-20 2023-12-09T02:38:58 1467.35 -4 569 72 10560903405 50.255936 47.535145739285184 false Random O NRIRC 2023-12-05 2023-12-01T09:10:58 1986.99 -40 230 34 10824964541 16.929768 53.812277279703366 false Random F YDQHF 2023-12-14 2023-12-03T17:42:58 1623.79 -40 914 7 4902128502 19.442041 33.099787387344406 true Random Q KOCWA 2023-11-28 2023-12-21T09:20:58 1824.80 -41 344 34 14536795918 56.660946 84.15108995619764 false Random Q KYLCH 2023-12-10 2023-12-04T08:25:58 1902.09 -41 697 21 1200243566 12.466168 68.57243624557165 true Random U JZGEG 2023-12-03 2023-12-10T04:51:58 1323.88 -41 708 64 11745827370 72.84812 35.31028363777645 true Random O WGSQC 2023-12-02 2023-11-25T17:07:58 1666.71 -42 178 38 7559404453 69.69449 64.37154501388798 true Random G QUMUN 2023-12-14 2023-12-17T01:37:58 1190.44 -42 192 28 14454791024 35.465202 46.34876515635648 false Random W NQFGR 2023-12-04 2023-11-24T05:02:58 1428.02 -42 355 72 11536856285 74.42886 53.49032479461299 false Random I IQZEI 2023-12-10 2023-12-06T07:17:58 1098.14 -44 219 38 8596488294 73.52956 94.10797854680568 true Random E HMWBI 2023-12-15 2023-12-06T00:51:58 1907.47 -44 694 55 3626514138 62.504086 72.89799265418553 true Random Z JTDVF 2023-12-01 2023-11-29T12:08:58 1769.92 -45 455 25 12639246000 47.011307 26.310712594958694 false Random Z GGEUA 2023-11-27 2023-12-01T20:41:58 1698.21 -45 492 43 3870916386 51.069588 42.652270406300794 true Random H JVZTB 2023-12-04 2023-12-09T21:06:58 1517.83 -47 508 48 1456473942 48.488297 20.377955902326608 false Random B CAOEY 2023-11-29 2023-12-10T14:49:58 1865.52 -47 566 50 1426586688 51.278687 40.47151456873397 true Random F YBOSH 2023-11-26 2023-12-15T03:44:58 1806.35 -47 838 73 14910230294 83.69784 82.28901816600579 true Random L SHXYL 2023-11-24 2023-12-05T22:19:58 1062.15 -48 898 59 12871187130 10.13838 70.19705104611333 true Random J WFXNN 2023-12-23 2023-12-17T02:53:58 1050.21 -49 412 16 8300982793 56.263252 66.07893608061771 false Random K DWWJI 2023-12-08 2023-12-17T11:32:58 1718.54 -49 568 70 2916596630 79.16303 56.114316916863025 false Random T ILLIU 2023-11-23 2023-12-07T11:05:58 1039.03 -5 768 5 4152322228 41.128906 78.60686390712706 false Random J LXKRA 2023-12-05 2023-11-24T18:13:58 1941.98 -5 823 63 13328808917 77.768196 22.87975226738422 false Random F OIYPV 2023-12-11 2023-12-14T06:43:58 1144.38 -52 811 31 14085958816 51.067017 65.01991893789116 true Random A CODYQ 2023-12-03 2023-12-07T23:25:58 1797.21 -54 827 55 7054839267 58.555687 25.891004802115663 false Random O ASMLW 2023-12-13 2023-12-20T16:41:58 1369.32 -54 843 34 9547939940 38.66475 36.370944299232434 true Random P NTVIR 2023-12-12 2023-12-02T06:45:58 1628.37 -55 908 24 13623721787 40.06427 90.85281792731746 false Random B KFZGI 2023-11-27 2023-12-23T18:06:58 1124.95 -55 964 8 14038541765 70.24135 20.034551391620194 false Random J AYXIT 2023-12-13 2023-12-16T19:38:58 1476.73 -59 144 31 6208909394 67.417076 40.59765633709834 true Random D FLWNA 2023-12-12 2023-12-19T06:17:58 1870.24 -59 509 50 5501336408 39.94401 73.35770882761237 true Random I PVZNO 2023-12-04 2023-11-27T04:40:58 1177.33 -60 711 69 1493870104 22.574188 61.30347648465907 false Random E FHKVR 2023-11-27 2023-12-05T11:26:58 1981.61 -62 451 50 12304139502 51.151623 22.46754141558852 false Random C SRRSV 2023-12-08 2023-12-20T02:48:58 1352.65 -63 112 75 12197306353 85.90137 43.48931389222043 false Random C KKAIT 2023-11-27 2023-12-23T04:23:58 1954.90 -63 383 35 5161212745 39.455276 52.33267523851794 false Random X TMYMC 2023-11-29 2023-12-10T09:09:58 1442.54 -63 410 33 1767102777 72.260124 56.971483381024896 false Random B QXNSM 2023-12-12 2023-12-19T22:57:58 1660.73 -64 719 36 1224510454 64.237434 86.05689694804887 true Random E ZVQPU 2023-11-30 2023-12-03T04:56:58 1879.25 -66 306 5 14448160602 44.642223 50.24249889525751 false Random X OASEB 2023-12-11 2023-11-27T00:16:58 1345.69 -68 266 31 8183454755 69.19586 23.139304803938643 false Random S STCBM 2023-11-26 2023-12-22T13:42:58 1722.37 -68 756 63 5416393421 66.41538 76.32820339134415 false Random Y CUNAL 2023-12-23 2023-12-14T22:49:58 1109.25 -68 922 13 11664232196 72.683266 37.9910331525765 false Random W PPWBB 2023-11-26 2023-12-10T22:54:58 1968.89 -69 416 14 7702410607 31.638903 89.5793904314531 true Random C URQMU 2023-11-25 2023-11-30T15:17:58 1379.22 -7 969 62 3451343234 57.17074 56.74513811095188 false Random G OWDSC 2023-12-19 2023-12-11T17:17:58 1874.22 -70 231 67 4547989149 35.103123 51.93622592177748 true Random V ZBCVY 2023-11-29 2023-12-22T11:41:58 1749.60 -70 421 23 3153379289 27.412096 79.32006404438445 false Random L VLJWK 2023-12-04 2023-12-12T05:31:58 1163.35 -70 751 56 7828222634 52.8313 55.7263634552559 true Random B TFHMH 2023-11-30 2023-12-24T12:22:58 1166.13 -73 866 49 4618070115 46.803646 91.41305051885227 true Random H ROYYF 2023-12-07 2023-12-01T10:28:58 1817.67 -76 504 70 14161652666 58.071503 67.99111956708262 true Random Y HAVCK 2023-11-27 2023-12-14T16:08:58 1864.98 -77 131 19 2964167114 33.23181 53.35246738882714 false Random G AHGFO 2023-12-19 2023-12-01T10:11:58 1837.90 -77 165 36 12887722637 19.729382 45.61157603163882 true Random S OZOLB 2023-12-02 2023-12-03T05:07:58 1576.79 -8 866 37 13672147880 81.28999 67.66548594336737 false Random H QDJIM 2023-12-14 2023-12-17T18:44:58 1112.05 -80 267 57 8797946135 35.604717 80.51381110359165 false Random K KQTEX 2023-12-09 2023-12-13T06:19:58 1769.15 -82 603 60 9083469993 81.24088 44.46228092092543 true Random Y WTQGU 2023-11-30 2023-11-28T13:18:58 1448.45 -84 427 60 9035762847 81.971306 28.37315065501099 true Random L FETYF 2023-12-01 2023-11-24T15:00:58 1267.12 -85 375 63 6797318130 85.47522 58.16330728665678 true Random E UNZLS 2023-12-01 2023-12-04T05:17:58 1949.48 -85 873 18 7233488476 33.83051 31.655950581225508 false Random N RJTIB 2023-11-23 2023-12-11T15:07:58 1249.52 -86 398 27 13222936963 20.387327 44.51255195842424 true Random T ZCRFI 2023-12-21 2023-12-23T12:04:58 1801.53 -86 662 53 8875065706 28.64778 30.6775849729486 false Random N YNQAY 2023-12-15 2023-11-24T21:56:58 1108.35 -86 728 18 13390353484 61.060482 87.44751616093882 false Random J BUCVI 2023-12-07 2023-12-14T23:00:58 1611.17 -86 998 74 11080891106 82.568756 32.0122101203062 true Random K VAAMT 2023-12-23 2023-12-01T10:14:58 1708.39 -87 145 64 9022533179 37.80205 63.26081178595084 true Random T PEOPK 2023-12-08 2023-12-07T17:41:58 1167.05 -87 641 64 4786767059 14.765089 70.8793353664754 false Random W SQHGN 2023-12-12 2023-12-24T01:19:58 1316.61 -88 728 59 8439434199 30.372904 59.410283344764366 false Random F JODWY 2023-12-04 2023-12-01T07:57:58 1753.88 -88 765 69 9753682777 83.42646 25.99260711248508 true Random M MEJAX 2023-11-25 2023-12-20T09:21:58 1647.22 -89 129 64 6400162051 67.910965 80.48074661432221 true Random Y ZXJWQ 2023-12-16 2023-12-19T10:23:58 1882.65 -89 964 41 12706120446 69.484116 32.39048200771184 true Random J IIRNY 2023-12-16 2023-11-29T01:54:58 1298.71 -9 113 7 6162580854 11.346889 46.82839094332704 false Random A SJTAF 2023-12-14 2023-11-23T18:27:58 1610.49 -91 389 11 14784237986 11.174142 27.692284427565397 true Random P DYILB 2023-12-14 2023-12-21T11:07:58 1175.73 -91 528 68 14588592231 77.4651 88.92064181463138 false Random U JXZUA 2023-12-16 2023-12-21T02:28:58 1834.07 -92 344 29 5182139341 31.653255 44.26814517218887 true Random F NGHOS 2023-12-06 2023-12-09T21:25:58 1291.06 -94 216 49 8773264156 81.617195 43.03983700523827 true Random D VHWYT 2023-12-13 2023-11-30T07:03:58 1178.27 -94 693 60 4818659234 26.04229 83.2975107272106 true Random B ENSQO 2023-12-22 2023-12-12T06:08:58 1283.81 -96 595 72 11506136303 21.917727 74.74561804277158 true Random T SPLKA 2023-12-02 2023-11-30T00:39:58 1693.61 -96 637 39 5516035994 55.90832 60.522041012562816 true Random O YPETL 2023-12-02 2023-11-28T02:47:58 1175.16 -97 415 74 10346322649 21.667427 46.58901867647463 false Random R KWFOF 2023-12-21 2023-11-27T12:18:58 1157.72 -97 839 60 14818779777 46.17389 68.98285340004992 false Random W HMFPU 2023-12-01 2023-12-04T08:41:58 1683.48 +1 578 55 2111222273 56.8586 82.38111658179561 true Random C LYDUG 2023-12-17 2023-12-05T05:04:58 1393.11 +1 979 44 10163954251 28.82796 57.56879940298416 true Random Q DNRGE 2023-12-09 2023-12-10T12:21:58 1581.25 +10 1000 50 10000000000 55.25 65.75 false Tenth J Kappa 2023-10-15 2023-10-15T15:30 1012.34 +10 966 38 2203748112 45.55532 27.90844720844009 true Random W LFAGO 2023-12-14 2023-11-26T12:00:58 1898.68 +11 1100 55 11000000000 60.5 70 true Eleventh K Lambda 2023-10-16 2023-10-15T17:45 1123.45 +11 441 19 7370044350 74.2617 62.01381740475809 true Random D UYKZA 2023-12-23 2023-12-15T03:49:58 1805.14 +11 487 27 14556302216 85.33334 62.59675083347449 true Random E QMHJD 2023-12-23 2023-12-24T00:30:58 1491.22 +12 1200 60 12000000000 65.75 75.25 false Twelfth L Mu 2023-10-17 2023-10-16T18:15 1234.56 +13 1300 65 13000000000 70.0 80.5 true Thirteenth M Nu 2023-10-18 2023-10-17T19:30 1345.67 +13 402 30 10851194313 74.82481 74.90108005771035 false Random F GEMMK 2023-11-27 2023-12-21T07:03:58 1643.55 +13 696 74 3370487489 84.54401 88.69976219408227 true Random H RTFJI 2023-11-23 2023-11-24T23:32:58 1761.50 +13 745 48 13047949175 51.16861 85.21972389262197 true Random A AYBWQ 2023-12-22 2023-12-22T08:25:58 1192.48 +13 859 65 7433576046 56.13626 34.87823331022725 false Random L CRFUF 2023-12-23 2023-12-12T07:05:58 1037.15 +14 1400 70 14000000000 75.25 85.75 false Fourteenth N Xi 2023-10-19 2023-10-18T20:45 1456.78 +14 195 17 2370700139 16.77706 64.81793301410002 false Random P IIGRE 2023-12-12 2023-12-14T14:40:58 1678.44 +14 966 65 7828602539 62.43066 68.85873133439297 true Random I VVOQH 2023-12-01 2023-12-05T16:54:58 1300.43 +15 1500 75 15000000000 80.5 90 true Fifteenth O Omicron 2023-10-20 2023-10-19T21:15 1567.89 +16 135 22 7901304568 43.94481 85.16901944253635 true Random K NUQEP 2023-11-29 2023-11-25T15:42:58 1440.74 +16 615 20 12294128025 77.37379 20.42772029677839 true Random U JHPOB 2023-11-30 2023-12-16T06:29:58 1105.33 +17 499 46 11230409207 51.6321 28.81116419715477 false Random V BVLUH 2023-12-13 2023-12-23T09:59:58 1387.62 +18 690 17 1399456103 63.26197 42.96471582377124 true Random R BWSRS 2023-12-13 2023-12-23T00:33:58 1840.02 +18 835 17 14265814864 18.9231 80.53531451138412 true Random V PIKUZ 2023-12-20 2023-12-20T23:39:58 1167.09 +19 917 66 2340946367 89.03568 22.64936245587527 false Random D HWHMU 2023-11-30 2023-12-09T18:36:58 1960.07 +19 993 13 7039833438 79.76907 69.79049291517285 true Random X OFSUV 2023-12-11 2023-12-07T17:46:58 1958.95 +2 921 62 8557914543 78.52379 58.6849882881372 false Random D KBXXS 2023-12-07 2023-12-02T14:24:58 1782.88 +2 925 46 6013180177 41.107 34.86561026061906 true Random L XLLXY 2023-12-06 2023-12-09T06:04:58 1246.26 +20 248 64 7704906572 35.08993 76.69128821479936 true Random T KQOMS 2023-11-30 2023-12-10T17:35:58 1799.26 +22 200 41 12163439252 64.62125 81.68574929661384 true Random U KGVNU 2023-12-20 2023-11-30T06:56:58 1915.47 +23 192 8 5102667616 54.11106 40.85713971600841 false Random J EBXEB 2023-12-13 2023-12-10T03:32:58 1824.12 +27 866 24 5531365994 72.77447 86.96690821165853 false Random S TZPFJ 2023-11-28 2023-12-13T07:31:58 1274.75 +29 157 34 2302882987 51.92402 20.31114093769647 true Random R MBOXJ 2023-12-02 2023-12-03T06:12:58 1620.80 +29 923 57 1591814253 68.57371 33.34280278989299 true Random Q ZONGC 2023-12-20 2023-12-13T01:11:58 1465.38 +3 259 74 7422478791 22.29143 75.38227773520089 true Random S VWAXJ 2023-12-01 2023-12-05T13:23:58 1970.57 +30 292 71 10308444223 63.03908 76.40649540444898 false Random G DRLHY 2023-12-19 2023-12-14T07:32:58 1165.14 +30 830 65 12624057029 38.79117 59.72899174862661 false Random A LFPWP 2023-12-03 2023-12-16T16:10:58 1760.62 +31 395 22 6141426904 88.37914 52.0655270963123 false Random J DRPJV 2023-12-07 2023-11-28T19:15:58 1076.41 +31 990 5 13678786851 15.76289 85.24173385692956 false Random H THGIM 2023-12-14 2023-12-08T17:24:58 1834.37 +39 726 50 3865644066 26.22563 28.53439309436442 false Random F NIUCS 2023-12-05 2023-12-04T11:31:58 1953.82 +4 122 24 10738473173 81.15482 60.21481394154484 false Random Y PQJRK 2023-12-20 2023-12-08T18:38:58 1467.35 +4 569 72 10560903405 50.25594 47.53514573928518 false Random O NRIRC 2023-12-05 2023-12-01T01:10:58 1986.99 +40 230 34 10824964541 16.92977 53.81227727970337 false Random F YDQHF 2023-12-14 2023-12-03T09:42:58 1623.79 +40 914 7 4902128502 19.44204 33.09978738734441 true Random Q KOCWA 2023-11-28 2023-12-21T01:20:58 1824.80 +41 344 34 14536795918 56.66095 84.15108995619764 false Random Q KYLCH 2023-12-10 2023-12-04T00:25:58 1902.09 +41 697 21 1200243566 12.46617 68.57243624557165 true Random U JZGEG 2023-12-03 2023-12-09T20:51:58 1323.88 +41 708 64 11745827370 72.84812 35.31028363777645 true Random O WGSQC 2023-12-02 2023-11-25T09:07:58 1666.71 +42 178 38 7559404453 69.69449 64.37154501388798 true Random G QUMUN 2023-12-14 2023-12-16T17:37:58 1190.44 +42 192 28 14454791024 35.4652 46.34876515635648 false Random W NQFGR 2023-12-04 2023-11-23T21:02:58 1428.02 +42 355 72 11536856285 74.42886 53.49032479461299 false Random I IQZEI 2023-12-10 2023-12-05T23:17:58 1098.14 +44 219 38 8596488294 73.52956 94.10797854680568 true Random E HMWBI 2023-12-15 2023-12-05T16:51:58 1907.47 +44 694 55 3626514138 62.50409 72.89799265418553 true Random Z JTDVF 2023-12-01 2023-11-29T04:08:58 1769.92 +45 455 25 12639246000 47.01131 26.31071259495869 false Random Z GGEUA 2023-11-27 2023-12-01T12:41:58 1698.21 +45 492 43 3870916386 51.06959 42.65227040630079 true Random H JVZTB 2023-12-04 2023-12-09T13:06:58 1517.83 +47 508 48 1456473942 48.4883 20.37795590232661 false Random B CAOEY 2023-11-29 2023-12-10T06:49:58 1865.52 +47 566 50 1426586688 51.27869 40.47151456873397 true Random F YBOSH 2023-11-26 2023-12-14T19:44:58 1806.35 +47 838 73 14910230294 83.69784 82.28901816600579 true Random L SHXYL 2023-11-24 2023-12-05T14:19:58 1062.15 +48 898 59 12871187130 10.13838 70.19705104611333 true Random J WFXNN 2023-12-23 2023-12-16T18:53:58 1050.21 +49 412 16 8300982793 56.26325 66.07893608061771 false Random K DWWJI 2023-12-08 2023-12-17T03:32:58 1718.54 +49 568 70 2916596630 79.16303 56.11431691686303 false Random T ILLIU 2023-11-23 2023-12-07T03:05:58 1039.03 +5 768 5 4152322228 41.12891 78.60686390712706 false Random J LXKRA 2023-12-05 2023-11-24T10:13:58 1941.98 +5 823 63 13328808917 77.7682 22.87975226738422 false Random F OIYPV 2023-12-11 2023-12-13T22:43:58 1144.38 +52 811 31 14085958816 51.06702 65.01991893789116 true Random A CODYQ 2023-12-03 2023-12-07T15:25:58 1797.21 +54 827 55 7054839267 58.55569 25.89100480211566 false Random O ASMLW 2023-12-13 2023-12-20T08:41:58 1369.32 +54 843 34 9547939940 38.66475 36.37094429923243 true Random P NTVIR 2023-12-12 2023-12-01T22:45:58 1628.37 +55 908 24 13623721787 40.06427 90.85281792731746 false Random B KFZGI 2023-11-27 2023-12-23T10:06:58 1124.95 +55 964 8 14038541765 70.24135 20.03455139162019 false Random J AYXIT 2023-12-13 2023-12-16T11:38:58 1476.73 +59 144 31 6208909394 67.41708 40.59765633709834 true Random D FLWNA 2023-12-12 2023-12-18T22:17:58 1870.24 +59 509 50 5501336408 39.94401 73.35770882761237 true Random I PVZNO 2023-12-04 2023-11-26T20:40:58 1177.33 +60 711 69 1493870104 22.57419 61.30347648465907 false Random E FHKVR 2023-11-27 2023-12-05T03:26:58 1981.61 +62 451 50 12304139502 51.15162 22.46754141558852 false Random C SRRSV 2023-12-08 2023-12-19T18:48:58 1352.65 +63 112 75 12197306353 85.90137 43.48931389222043 false Random C KKAIT 2023-11-27 2023-12-22T20:23:58 1954.90 +63 383 35 5161212745 39.45528 52.33267523851794 false Random X TMYMC 2023-11-29 2023-12-10T01:09:58 1442.54 +63 410 33 1767102777 72.26012 56.9714833810249 false Random B QXNSM 2023-12-12 2023-12-19T14:57:58 1660.73 +64 719 36 1224510454 64.23743 86.05689694804887 true Random E ZVQPU 2023-11-30 2023-12-02T20:56:58 1879.25 +66 306 5 14448160602 44.64222 50.24249889525751 false Random X OASEB 2023-12-11 2023-11-26T16:16:58 1345.69 +68 266 31 8183454755 69.19586 23.13930480393864 false Random S STCBM 2023-11-26 2023-12-22T05:42:58 1722.37 +68 756 63 5416393421 66.41538 76.32820339134415 false Random Y CUNAL 2023-12-23 2023-12-14T14:49:58 1109.25 +68 922 13 11664232196 72.68327 37.9910331525765 false Random W PPWBB 2023-11-26 2023-12-10T14:54:58 1968.89 +69 416 14 7702410607 31.6389 89.57939043145311 true Random C URQMU 2023-11-25 2023-11-30T07:17:58 1379.22 +7 969 62 3451343234 57.17074 56.74513811095188 false Random G OWDSC 2023-12-19 2023-12-11T09:17:58 1874.22 +70 231 67 4547989149 35.10312 51.93622592177748 true Random V ZBCVY 2023-11-29 2023-12-22T03:41:58 1749.60 +70 421 23 3153379289 27.4121 79.32006404438445 false Random L VLJWK 2023-12-04 2023-12-11T21:31:58 1163.35 +70 751 56 7828222634 52.8313 55.7263634552559 true Random B TFHMH 2023-11-30 2023-12-24T04:22:58 1166.13 +73 866 49 4618070115 46.80365 91.41305051885227 true Random H ROYYF 2023-12-07 2023-12-01T02:28:58 1817.67 +76 504 70 14161652666 58.0715 67.99111956708262 true Random Y HAVCK 2023-11-27 2023-12-14T08:08:58 1864.98 +77 131 19 2964167114 33.23181 53.35246738882714 false Random G AHGFO 2023-12-19 2023-12-01T02:11:58 1837.90 +77 165 36 12887722637 19.72938 45.61157603163882 true Random S OZOLB 2023-12-02 2023-12-02T21:07:58 1576.79 +8 866 37 13672147880 81.28999 67.66548594336737 false Random H QDJIM 2023-12-14 2023-12-17T10:44:58 1112.05 +80 267 57 8797946135 35.60472 80.51381110359165 false Random K KQTEX 2023-12-09 2023-12-12T22:19:58 1769.15 +82 603 60 9083469993 81.24088 44.46228092092543 true Random Y WTQGU 2023-11-30 2023-11-28T05:18:58 1448.45 +84 427 60 9035762847 81.97131 28.37315065501099 true Random L FETYF 2023-12-01 2023-11-24T07:00:58 1267.12 +85 375 63 6797318130 85.47522 58.16330728665678 true Random E UNZLS 2023-12-01 2023-12-03T21:17:58 1949.48 +85 873 18 7233488476 33.83051 31.65595058122551 false Random N RJTIB 2023-11-23 2023-12-11T07:07:58 1249.52 +86 398 27 13222936963 20.38733 44.51255195842424 true Random T ZCRFI 2023-12-21 2023-12-23T04:04:58 1801.53 +86 662 53 8875065706 28.64778 30.6775849729486 false Random N YNQAY 2023-12-15 2023-11-24T13:56:58 1108.35 +86 728 18 13390353484 61.06048 87.44751616093882 false Random J BUCVI 2023-12-07 2023-12-14T15:00:58 1611.17 +86 998 74 11080891106 82.56876 32.0122101203062 true Random K VAAMT 2023-12-23 2023-12-01T02:14:58 1708.39 +87 145 64 9022533179 37.80205 63.26081178595084 true Random T PEOPK 2023-12-08 2023-12-07T09:41:58 1167.05 +87 641 64 4786767059 14.76509 70.8793353664754 false Random W SQHGN 2023-12-12 2023-12-23T17:19:58 1316.61 +88 728 59 8439434199 30.3729 59.41028334476437 false Random F JODWY 2023-12-04 2023-11-30T23:57:58 1753.88 +88 765 69 9753682777 83.42646 25.99260711248508 true Random M MEJAX 2023-11-25 2023-12-20T01:21:58 1647.22 +89 129 64 6400162051 67.91096 80.48074661432221 true Random Y ZXJWQ 2023-12-16 2023-12-19T02:23:58 1882.65 +89 964 41 12706120446 69.48412 32.39048200771184 true Random J IIRNY 2023-12-16 2023-11-28T17:54:58 1298.71 +9 113 7 6162580854 11.34689 46.82839094332704 false Random A SJTAF 2023-12-14 2023-11-23T10:27:58 1610.49 +91 389 11 14784237986 11.17414 27.6922844275654 true Random P DYILB 2023-12-14 2023-12-21T03:07:58 1175.73 +91 528 68 14588592231 77.4651 88.92064181463138 false Random U JXZUA 2023-12-16 2023-12-20T18:28:58 1834.07 +92 344 29 5182139341 31.65326 44.26814517218887 true Random F NGHOS 2023-12-06 2023-12-09T13:25:58 1291.06 +94 216 49 8773264156 81.6172 43.03983700523827 true Random D VHWYT 2023-12-13 2023-11-29T23:03:58 1178.27 +94 693 60 4818659234 26.04229 83.29751072721059 true Random B ENSQO 2023-12-22 2023-12-11T22:08:58 1283.81 +96 595 72 11506136303 21.91773 74.74561804277158 true Random T SPLKA 2023-12-02 2023-11-29T16:39:58 1693.61 +96 637 39 5516035994 55.90832 60.52204101256282 true Random O YPETL 2023-12-02 2023-11-27T18:47:58 1175.16 +97 415 74 10346322649 21.66743 46.58901867647463 false Random R KWFOF 2023-12-21 2023-11-27T04:18:58 1157.72 +97 839 60 14818779777 46.17389 68.98285340004992 false Random W HMFPU 2023-12-01 2023-12-04T00:41:58 1683.48 -- !q48 -- -1 100 5 1000000000 10.5 20.75 true First A Alpha 2023-10-06 2023-10-06T14:30 123.45 -10 1000 50 10000000000 55.25 65.75 false Tenth J Kappa 2023-10-15 2023-10-15T23:30 1012.34 -11 1100 55 11000000000 60.5 70.0 true Eleventh K Lambda 2023-10-16 2023-10-16T01:45 1123.45 -12 1200 60 12000000000 65.75 75.25 false Twelfth L Mu 2023-10-17 2023-10-17T02:15 1234.56 -13 1300 65 13000000000 70.0 80.5 true Thirteenth M Nu 2023-10-18 2023-10-18T03:30 1345.67 -14 1400 70 14000000000 75.25 85.75 false Fourteenth N Xi 2023-10-19 2023-10-19T04:45 1456.78 -15 1500 75 15000000000 80.5 90.0 true Fifteenth O Omicron 2023-10-20 2023-10-20T05:15 1567.89 -2 200 10 2000000000 15.75 25.5 false Second B Beta 2023-10-07 2023-10-07T15:45 234.56 -3 300 15 3000000000 20.25 30.0 true Third C Gamma 2023-10-08 2023-10-08T16:15 345.67 -4 400 20 4000000000 25.5 35.25 false Fourth D Delta 2023-10-09 2023-10-09T17:30 456.78 -5 500 25 5000000000 30.75 40.5 true Fifth E Epsilon 2023-10-10 2023-10-10T18:45 567.89 -6 600 30 6000000000 35.25 45.75 false Sixth F Zeta 2023-10-11 2023-10-11T19:15 678.90 -7 700 35 7000000000 40.5 50.0 true Seventh G Eta 2023-10-12 2023-10-12T20:30 789.01 -8 800 40 8000000000 45.75 55.25 false Eighth H Theta 2023-10-13 2023-10-13T21:45 890.12 -9 900 45 9000000000 50.0 60.5 true Ninth I Iota 2023-10-14 2023-10-14T22:15 901.23 - --- !lzo_1 -- -127 317 22 139027217294 5.8534396E7 1.097115615520323E10 true NxvCOVAHCAzWEFOs VdEf vXxekmctPmPmmbecHgf 2023-12-15 2023-12-28T23:15:48 147638.24 -135 194 7 57894842960 1.3718646E7 2.1169820465574505E10 true aseqfHnnrtaL HwV IqXKe 2023-12-28 2023-12-19T06:14:48 32041.77 -139 146 4 149816593644 4.9618156E7 1.3744723380110355E10 false sreHCjYoJoBOjUJMMBSQ dD iBaixPwGysIVgkomhg 2023-12-27 2023-12-19T15:51:48 191090.57 -167 275 28 46739421643 2.790689E7 5.638235691917528E8 false BDX iY pOrAYVd 2023-12-01 2023-12-09T12:59:48 105181.01 -241 496 63 26957970271 3.7214888E7 1.2043262506506804E10 true VJPXXigvP wfZp cwyoMdOxN 2023-12-10 2023-12-18T05:33:48 105023.30 -285 43 47 124246184718 2162507.5 1.6279579779299034E10 false gXIEVQzqfokBv raxj NbGVRlQeotLBDWbDqP 2023-12-17 2023-12-24T03:36:48 75425.14 -311 44 67 79901279497 3.0787934E7 1.5853816694193293E10 false LTsSxeetbYKCwcJvg BCrf XkuC 2023-12-11 2023-12-05T13:16:48 103792.88 -333 390 29 61080978873 2916969.0 1.053228375816898E10 true HcZnbf Wp iHqLLiPhgZ 2023-12-01 2023-12-10T11:31:48 68471.38 -36 369 2 24371701950 5.54394E7 8.576150848699297E9 false uQpDcwEZT sd SwzJInNDb 2023-12-05 2023-12-08T15:00:40 8954.61 -363 375 1 20494251127 8.9166856E7 2.2005002173871223E10 false hkHvijevoRfHhK szl hwHUAjwqTQOmLEPDFbt 2023-12-05 2023-12-08T05:28:48 96630.28 -368 37 42 60649320592 2.3388714E7 1.81031191987985E9 true yXoDmKpjjRsVV Hq MbWlyi 2023-12-19 2023-12-06T00:45:48 197736.91 -414 301 63 87524210634 1.2944316E7 3.5428357192711325E9 true piECj tGM pkOyUdxLBFCw 2023-12-19 2023-12-10T15:28:48 112255.75 -42 132 39 128076453206 3.1733946E7 2.001312160047691E9 false kzviLgVNqxrDQ kr YhdXGtPun 2023-12-15 2023-12-10T01:42:48 189135.64 -427 286 67 78312070726 3.1794338E7 1.7713252925472687E10 true lHoUCBbY LTkc CgMrDWTGppMIaZPk 2023-12-13 2023-12-08T16:02:48 75175.71 -438 491 21 66065079309 6.6624016E7 1.5542114222539822E10 false CEbvKZRdvMHxzVOIejq wJ eoTkUlht 2023-12-08 2023-12-17T19:49:48 86666.80 -469 156 25 41259191749 6.2344956E7 1.5674967382662376E10 true dfyMUJYNppBDDD az lVofKt 2023-12-19 2023-12-09T10:37:48 15427.43 -540 416 70 110655654086 4.9027904E7 1.1345965638449787E10 true gZF oPNx kDYTiiCPhyQqnmPLd 2023-12-26 2023-12-20T22:47:48 177628.27 -563 327 1 86402793406 1.4668673E7 2.1932020019521263E10 false uEPywVtgb IN HCcPuRYlwlezseie 2023-12-27 2023-12-01T09:02:48 12840.38 -585 423 69 141894410515 1.7955736E7 8.784239710423233E9 false IsWEZJsPRXIFqapTTb yO qRAEvl 2023-11-29 2023-12-26T04:50:48 46733.25 -618 390 70 40611757422 4.9496784E7 1.90943138552761E9 true cuqniQE dxKv KlxZsrJad 2023-12-05 2023-11-30T13:41:48 13904.80 - --- !lzo_2 -- -1078 229 63 79026532317 1.4363472E7 1.193746461651589E10 true znYrIGhEXITIdyiifBPZ BBh klhSDtg 2023-12-14 2023-12-02T06:34:48 80402.53 -1105 186 31 129159878912 1.3102703E7 1.6989058048889019E10 false OxhcUomBMLjVjdwgOI Qa eJoODDnkdDd 2023-12-20 2023-12-25T03:33:48 83174.73 -1108 223 24 64158736405 1.3341401E7 2.0128416779917E10 false rLXbarkH xU ggGSZGxLwT 2023-11-28 2023-12-23T01:43:48 17986.48 -1126 178 38 137633520558 9.6421152E7 1.2075476530488207E10 true vHgghYPQNpzTmYx EKhO Pg 2023-12-03 2023-12-03T18:17:48 119990.49 -1215 20 18 15934394806 9.6266544E7 3.303291140952643E8 true zzkAwmKNf RKO VzyGx 2023-12-26 2023-12-14T02:36:48 59236.59 -1225 131 17 119517491015 7.868396E7 1.2812171639342154E10 true maOgXoCzsrPVZqxaeS vm AJNnbqdEzk 2023-12-28 2023-12-22T23:18:48 85523.88 -1252 142 68 92511639613 5.2273456E7 2.0197789593796345E10 true zFl Avwm Yi 2023-12-24 2023-12-01T22:31:48 181634.60 -1262 279 57 63627626380 2.3360408E7 6.674186807593108E9 true wjuW ueO tOWuzwJj 2023-12-24 2023-12-04T17:27:48 112884.97 -1266 253 10 139941604087 2.5471874E7 2.6004794480891223E9 true YBx MqsR sLu 2023-12-03 2023-12-23T10:00:48 83930.38 -1267 155 54 38456715756 4.2582072E7 3.350085153856542E9 true qFXXKbhqXfSYFXteGF WMH CWZwGCkmg 2023-12-17 2023-12-20T19:06:48 13843.42 - --- !lzo_3 -- -127 317 22 139027217294 5.8534396E7 1.097115615520323E10 true NxvCOVAHCAzWEFOs VdEf vXxekmctPmPmmbecHgf 2023-12-15 2023-12-28T23:15:48 147638.24 -135 194 7 57894842960 1.3718646E7 2.1169820465574505E10 true aseqfHnnrtaL HwV IqXKe 2023-12-28 2023-12-19T06:14:48 32041.77 -241 496 63 26957970271 3.7214888E7 1.2043262506506804E10 true VJPXXigvP wfZp cwyoMdOxN 2023-12-10 2023-12-18T05:33:48 105023.30 -333 390 29 61080978873 2916969.0 1.053228375816898E10 true HcZnbf Wp iHqLLiPhgZ 2023-12-01 2023-12-10T11:31:48 68471.38 -368 37 42 60649320592 2.3388714E7 1.81031191987985E9 true yXoDmKpjjRsVV Hq MbWlyi 2023-12-19 2023-12-06T00:45:48 197736.91 -414 301 63 87524210634 1.2944316E7 3.5428357192711325E9 true piECj tGM pkOyUdxLBFCw 2023-12-19 2023-12-10T15:28:48 112255.75 -427 286 67 78312070726 3.1794338E7 1.7713252925472687E10 true lHoUCBbY LTkc CgMrDWTGppMIaZPk 2023-12-13 2023-12-08T16:02:48 75175.71 -469 156 25 41259191749 6.2344956E7 1.5674967382662376E10 true dfyMUJYNppBDDD az lVofKt 2023-12-19 2023-12-09T10:37:48 15427.43 -540 416 70 110655654086 4.9027904E7 1.1345965638449787E10 true gZF oPNx kDYTiiCPhyQqnmPLd 2023-12-26 2023-12-20T22:47:48 177628.27 -618 390 70 40611757422 4.9496784E7 1.90943138552761E9 true cuqniQE dxKv KlxZsrJad 2023-12-05 2023-11-30T13:41:48 13904.80 - --- !lzo_4 -- -139 146 4 149816593644 4.9618156E7 1.3744723380110355E10 false sreHCjYoJoBOjUJMMBSQ dD iBaixPwGysIVgkomhg 2023-12-27 2023-12-19T15:51:48 191090.57 -167 275 28 46739421643 2.790689E7 5.638235691917528E8 false BDX iY pOrAYVd 2023-12-01 2023-12-09T12:59:48 105181.01 -285 43 47 124246184718 2162507.5 1.6279579779299034E10 false gXIEVQzqfokBv raxj NbGVRlQeotLBDWbDqP 2023-12-17 2023-12-24T03:36:48 75425.14 -311 44 67 79901279497 3.0787934E7 1.5853816694193293E10 false LTsSxeetbYKCwcJvg BCrf XkuC 2023-12-11 2023-12-05T13:16:48 103792.88 -36 369 2 24371701950 5.54394E7 8.576150848699297E9 false uQpDcwEZT sd SwzJInNDb 2023-12-05 2023-12-08T15:00:40 8954.61 -363 375 1 20494251127 8.9166856E7 2.2005002173871223E10 false hkHvijevoRfHhK szl hwHUAjwqTQOmLEPDFbt 2023-12-05 2023-12-08T05:28:48 96630.28 -42 132 39 128076453206 3.1733946E7 2.001312160047691E9 false kzviLgVNqxrDQ kr YhdXGtPun 2023-12-15 2023-12-10T01:42:48 189135.64 -438 491 21 66065079309 6.6624016E7 1.5542114222539822E10 false CEbvKZRdvMHxzVOIejq wJ eoTkUlht 2023-12-08 2023-12-17T19:49:48 86666.80 -563 327 1 86402793406 1.4668673E7 2.1932020019521263E10 false uEPywVtgb IN HCcPuRYlwlezseie 2023-12-27 2023-12-01T09:02:48 12840.38 -585 423 69 141894410515 1.7955736E7 8.784239710423233E9 false IsWEZJsPRXIFqapTTb yO qRAEvl 2023-11-29 2023-12-26T04:50:48 46733.25 - --- !lzo_5 -- -127 317 22 139027217294 5.8534396E7 1.097115615520323E10 true NxvCOVAHCAzWEFOs VdEf vXxekmctPmPmmbecHgf 2023-12-15 2023-12-28T23:15:48 147638.24 -139 146 4 149816593644 4.9618156E7 1.3744723380110355E10 false sreHCjYoJoBOjUJMMBSQ dD iBaixPwGysIVgkomhg 2023-12-27 2023-12-19T15:51:48 191090.57 -167 275 28 46739421643 2.790689E7 5.638235691917528E8 false BDX iY pOrAYVd 2023-12-01 2023-12-09T12:59:48 105181.01 -241 496 63 26957970271 3.7214888E7 1.2043262506506804E10 true VJPXXigvP wfZp cwyoMdOxN 2023-12-10 2023-12-18T05:33:48 105023.30 -285 43 47 124246184718 2162507.5 1.6279579779299034E10 false gXIEVQzqfokBv raxj NbGVRlQeotLBDWbDqP 2023-12-17 2023-12-24T03:36:48 75425.14 -311 44 67 79901279497 3.0787934E7 1.5853816694193293E10 false LTsSxeetbYKCwcJvg BCrf XkuC 2023-12-11 2023-12-05T13:16:48 103792.88 -333 390 29 61080978873 2916969.0 1.053228375816898E10 true HcZnbf Wp iHqLLiPhgZ 2023-12-01 2023-12-10T11:31:48 68471.38 -36 369 2 24371701950 5.54394E7 8.576150848699297E9 false uQpDcwEZT sd SwzJInNDb 2023-12-05 2023-12-08T15:00:40 8954.61 -368 37 42 60649320592 2.3388714E7 1.81031191987985E9 true yXoDmKpjjRsVV Hq MbWlyi 2023-12-19 2023-12-06T00:45:48 197736.91 -42 132 39 128076453206 3.1733946E7 2.001312160047691E9 false kzviLgVNqxrDQ kr YhdXGtPun 2023-12-15 2023-12-10T01:42:48 189135.64 - --- !lzo_6 -- -9379 258 6 31310350438 3.1661348E7 8.857541516631796E8 false nuXBDInOfoaWz AKyn ggtgZNvWuC 2023-11-28 2023-12-06T03:40:40 50071.94 - --- !lzo_7 -- -127 317 22 139027217294 5.8534396E7 1.097115615520323E10 true NxvCOVAHCAzWEFOs VdEf vXxekmctPmPmmbecHgf 2023-12-15 2023-12-28T23:15:48 147638.24 -139 146 4 149816593644 4.9618156E7 1.3744723380110355E10 false sreHCjYoJoBOjUJMMBSQ dD iBaixPwGysIVgkomhg 2023-12-27 2023-12-19T15:51:48 191090.57 -167 275 28 46739421643 2.790689E7 5.638235691917528E8 false BDX iY pOrAYVd 2023-12-01 2023-12-09T12:59:48 105181.01 -241 496 63 26957970271 3.7214888E7 1.2043262506506804E10 true VJPXXigvP wfZp cwyoMdOxN 2023-12-10 2023-12-18T05:33:48 105023.30 -311 44 67 79901279497 3.0787934E7 1.5853816694193293E10 false LTsSxeetbYKCwcJvg BCrf XkuC 2023-12-11 2023-12-05T13:16:48 103792.88 -363 375 1 20494251127 8.9166856E7 2.2005002173871223E10 false hkHvijevoRfHhK szl hwHUAjwqTQOmLEPDFbt 2023-12-05 2023-12-08T05:28:48 96630.28 -368 37 42 60649320592 2.3388714E7 1.81031191987985E9 true yXoDmKpjjRsVV Hq MbWlyi 2023-12-19 2023-12-06T00:45:48 197736.91 -414 301 63 87524210634 1.2944316E7 3.5428357192711325E9 true piECj tGM pkOyUdxLBFCw 2023-12-19 2023-12-10T15:28:48 112255.75 -42 132 39 128076453206 3.1733946E7 2.001312160047691E9 false kzviLgVNqxrDQ kr YhdXGtPun 2023-12-15 2023-12-10T01:42:48 189135.64 -438 491 21 66065079309 6.6624016E7 1.5542114222539822E10 false CEbvKZRdvMHxzVOIejq wJ eoTkUlht 2023-12-08 2023-12-17T19:49:48 86666.80 - --- !lzo_8 -- +1 100 5 1000000000 10.5 20.75 true First A Alpha 2023-10-06 2023-10-06T06:30 123.45 +10 1000 50 10000000000 55.25 65.75 false Tenth J Kappa 2023-10-15 2023-10-15T15:30 1012.34 +11 1100 55 11000000000 60.5 70 true Eleventh K Lambda 2023-10-16 2023-10-15T17:45 1123.45 +12 1200 60 12000000000 65.75 75.25 false Twelfth L Mu 2023-10-17 2023-10-16T18:15 1234.56 +13 1300 65 13000000000 70.0 80.5 true Thirteenth M Nu 2023-10-18 2023-10-17T19:30 1345.67 +14 1400 70 14000000000 75.25 85.75 false Fourteenth N Xi 2023-10-19 2023-10-18T20:45 1456.78 +15 1500 75 15000000000 80.5 90 true Fifteenth O Omicron 2023-10-20 2023-10-19T21:15 1567.89 +2 200 10 2000000000 15.75 25.5 false Second B Beta 2023-10-07 2023-10-07T07:45 234.56 +3 300 15 3000000000 20.25 30 true Third C Gamma 2023-10-08 2023-10-08T08:15 345.67 +4 400 20 4000000000 25.5 35.25 false Fourth D Delta 2023-10-09 2023-10-09T09:30 456.78 +5 500 25 5000000000 30.75 40.5 true Fifth E Epsilon 2023-10-10 2023-10-10T10:45 567.89 +6 600 30 6000000000 35.25 45.75 false Sixth F Zeta 2023-10-11 2023-10-11T11:15 678.90 +7 700 35 7000000000 40.5 50 true Seventh G Eta 2023-10-12 2023-10-12T12:30 789.01 +8 800 40 8000000000 45.75 55.25 false Eighth H Theta 2023-10-13 2023-10-13T13:45 890.12 +9 900 45 9000000000 50.0 60.5 true Ninth I Iota 2023-10-14 2023-10-14T14:15 901.23 diff --git a/regression-test/data/external_table_p0/hive/test_hive_get_schema_from_table.out b/regression-test/data/external_table_p0/hive/test_hive_get_schema_from_table.out index fe8243f91e0a95..2b3ab58a4f43b4 100644 --- a/regression-test/data/external_table_p0/hive/test_hive_get_schema_from_table.out +++ b/regression-test/data/external_table_p0/hive/test_hive_get_schema_from_table.out @@ -240,679 +240,28 @@ false 9 9 9 90 9.9 90.89999999999999 7219 12/23/10 9 2010-12-23T10:49:10.260 201 false 9 9 9 90 9.9 90.89999999999999 7209 12/22/10 9 2010-12-22T10:39:09.810 2010 12 -- !all_types_timestamp_col_topn_asc -- -true 0 0 0 0 0.0 0 0 01/01/09 0 2009-01-01T07:00 2009 1 -false 1 1 1 10 1.1 10.1 1 01/01/09 1 2009-01-01T07:01 2009 1 -true 2 2 2 20 2.2 20.2 2 01/01/09 2 2009-01-01T07:02:00.100 2009 1 -false 3 3 3 30 3.3 30.3 3 01/01/09 3 2009-01-01T07:03:00.300 2009 1 -true 4 4 4 40 4.4 40.4 4 01/01/09 4 2009-01-01T07:04:00.600 2009 1 -false 5 5 5 50 5.5 50.5 5 01/01/09 5 2009-01-01T07:05:00.100 2009 1 -true 6 6 6 60 6.6 60.59999999999999 6 01/01/09 6 2009-01-01T07:06:00.150 2009 1 -false 7 7 7 70 7.7 70.7 7 01/01/09 7 2009-01-01T07:07:00.210 2009 1 -true 8 8 8 80 8.8 80.8 8 01/01/09 8 2009-01-01T07:08:00.280 2009 1 -false 9 9 9 90 9.9 90.89999999999999 9 01/01/09 9 2009-01-01T07:09:00.360 2009 1 - --- !all_types_timestamp_col_topn_desc -- -false 9 9 9 90 9.9 90.89999999999999 7299 12/31/10 9 2010-12-31T12:09:13.860 2010 12 -true 8 8 8 80 8.8 80.8 7298 12/31/10 8 2010-12-31T12:08:13.780 2010 12 -false 7 7 7 70 7.7 70.7 7297 12/31/10 7 2010-12-31T12:07:13.710 2010 12 -true 6 6 6 60 6.6 60.59999999999999 7296 12/31/10 6 2010-12-31T12:06:13.650 2010 12 -false 5 5 5 50 5.5 50.5 7295 12/31/10 5 2010-12-31T12:05:13.600 2010 12 -true 4 4 4 40 4.4 40.4 7294 12/31/10 4 2010-12-31T12:04:13.560 2010 12 -false 3 3 3 30 3.3 30.3 7293 12/31/10 3 2010-12-31T12:03:13.530 2010 12 -true 2 2 2 20 2.2 20.2 7292 12/31/10 2 2010-12-31T12:02:13.510 2010 12 -false 1 1 1 10 1.1 10.1 7291 12/31/10 1 2010-12-31T12:01:13.500 2010 12 -true 0 0 0 0 0.0 0 7290 12/31/10 0 2010-12-31T12:00:13.500 2010 12 - --- !all_types_year_topn_asc -- -true 0 0 0 0 0.0 0 0 01/01/09 0 2009-01-01T07:00 2009 1 -false 1 1 1 10 1.1 10.1 1 01/01/09 1 2009-01-01T07:01 2009 1 -true 2 2 2 20 2.2 20.2 2 01/01/09 2 2009-01-01T07:02:00.100 2009 1 -false 3 3 3 30 3.3 30.3 3 01/01/09 3 2009-01-01T07:03:00.300 2009 1 -true 4 4 4 40 4.4 40.4 4 01/01/09 4 2009-01-01T07:04:00.600 2009 1 -false 5 5 5 50 5.5 50.5 5 01/01/09 5 2009-01-01T07:05:00.100 2009 1 -true 6 6 6 60 6.6 60.59999999999999 6 01/01/09 6 2009-01-01T07:06:00.150 2009 1 -false 7 7 7 70 7.7 70.7 7 01/01/09 7 2009-01-01T07:07:00.210 2009 1 -true 8 8 8 80 8.8 80.8 8 01/01/09 8 2009-01-01T07:08:00.280 2009 1 -false 9 9 9 90 9.9 90.89999999999999 9 01/01/09 9 2009-01-01T07:09:00.360 2009 1 - --- !all_types_year_topn_desc -- -false 9 9 9 90 9.9 90.89999999999999 7299 12/31/10 9 2010-12-31T12:09:13.860 2010 12 -true 8 8 8 80 8.8 80.8 7298 12/31/10 8 2010-12-31T12:08:13.780 2010 12 -false 7 7 7 70 7.7 70.7 7297 12/31/10 7 2010-12-31T12:07:13.710 2010 12 -true 6 6 6 60 6.6 60.59999999999999 7296 12/31/10 6 2010-12-31T12:06:13.650 2010 12 -false 5 5 5 50 5.5 50.5 7295 12/31/10 5 2010-12-31T12:05:13.600 2010 12 -true 4 4 4 40 4.4 40.4 7294 12/31/10 4 2010-12-31T12:04:13.560 2010 12 -false 3 3 3 30 3.3 30.3 7293 12/31/10 3 2010-12-31T12:03:13.530 2010 12 -true 2 2 2 20 2.2 20.2 7292 12/31/10 2 2010-12-31T12:02:13.510 2010 12 -false 1 1 1 10 1.1 10.1 7291 12/31/10 1 2010-12-31T12:01:13.500 2010 12 -true 0 0 0 0 0.0 0 7290 12/31/10 0 2010-12-31T12:00:13.500 2010 12 - --- !all_types_month_topn_asc -- -true 0 0 0 0 0.0 0 0 01/01/09 0 2009-01-01T07:00 2009 1 -false 1 1 1 10 1.1 10.1 1 01/01/09 1 2009-01-01T07:01 2009 1 -true 2 2 2 20 2.2 20.2 2 01/01/09 2 2009-01-01T07:02:00.100 2009 1 -false 3 3 3 30 3.3 30.3 3 01/01/09 3 2009-01-01T07:03:00.300 2009 1 -true 4 4 4 40 4.4 40.4 4 01/01/09 4 2009-01-01T07:04:00.600 2009 1 -false 5 5 5 50 5.5 50.5 5 01/01/09 5 2009-01-01T07:05:00.100 2009 1 -true 6 6 6 60 6.6 60.59999999999999 6 01/01/09 6 2009-01-01T07:06:00.150 2009 1 -false 7 7 7 70 7.7 70.7 7 01/01/09 7 2009-01-01T07:07:00.210 2009 1 -true 8 8 8 80 8.8 80.8 8 01/01/09 8 2009-01-01T07:08:00.280 2009 1 -false 9 9 9 90 9.9 90.89999999999999 9 01/01/09 9 2009-01-01T07:09:00.360 2009 1 - --- !all_types_month_topn_desc -- -false 9 9 9 90 9.9 90.89999999999999 7299 12/31/10 9 2010-12-31T12:09:13.860 2010 12 -true 8 8 8 80 8.8 80.8 7298 12/31/10 8 2010-12-31T12:08:13.780 2010 12 -false 7 7 7 70 7.7 70.7 7297 12/31/10 7 2010-12-31T12:07:13.710 2010 12 -true 6 6 6 60 6.6 60.59999999999999 7296 12/31/10 6 2010-12-31T12:06:13.650 2010 12 -false 5 5 5 50 5.5 50.5 7295 12/31/10 5 2010-12-31T12:05:13.600 2010 12 -true 4 4 4 40 4.4 40.4 7294 12/31/10 4 2010-12-31T12:04:13.560 2010 12 -false 3 3 3 30 3.3 30.3 7293 12/31/10 3 2010-12-31T12:03:13.530 2010 12 -true 2 2 2 20 2.2 20.2 7292 12/31/10 2 2010-12-31T12:02:13.510 2010 12 -false 1 1 1 10 1.1 10.1 7291 12/31/10 1 2010-12-31T12:01:13.500 2010 12 -true 0 0 0 0 0.0 0 7290 12/31/10 0 2010-12-31T12:00:13.500 2010 12 - --- !all_types_bool_col_topn_abs_asc -- -false 1 1 1 10 1.1 10.1 1 01/01/09 1 2009-01-01T07:01 2009 1 -false 3 3 3 30 3.3 30.3 3 01/01/09 3 2009-01-01T07:03:00.300 2009 1 -false 5 5 5 50 5.5 50.5 5 01/01/09 5 2009-01-01T07:05:00.100 2009 1 -false 7 7 7 70 7.7 70.7 7 01/01/09 7 2009-01-01T07:07:00.210 2009 1 -false 9 9 9 90 9.9 90.89999999999999 9 01/01/09 9 2009-01-01T07:09:00.360 2009 1 -false 1 1 1 10 1.1 10.1 11 01/02/09 1 2009-01-02T07:11:00.450 2009 1 -false 3 3 3 30 3.3 30.3 13 01/02/09 3 2009-01-02T07:13:00.480 2009 1 -false 5 5 5 50 5.5 50.5 15 01/02/09 5 2009-01-02T07:15:00.550 2009 1 -false 7 7 7 70 7.7 70.7 17 01/02/09 7 2009-01-02T07:17:00.660 2009 1 -false 9 9 9 90 9.9 90.89999999999999 19 01/02/09 9 2009-01-02T07:19:00.810 2009 1 - --- !all_types_bool_col_topn_abs_desc -- -false 9 9 9 90 9.9 90.89999999999999 7299 12/31/10 9 2010-12-31T12:09:13.860 2010 12 -false 7 7 7 70 7.7 70.7 7297 12/31/10 7 2010-12-31T12:07:13.710 2010 12 -false 5 5 5 50 5.5 50.5 7295 12/31/10 5 2010-12-31T12:05:13.600 2010 12 -false 3 3 3 30 3.3 30.3 7293 12/31/10 3 2010-12-31T12:03:13.530 2010 12 -false 1 1 1 10 1.1 10.1 7291 12/31/10 1 2010-12-31T12:01:13.500 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7289 12/30/10 9 2010-12-30T11:59:13.410 2010 12 -false 7 7 7 70 7.7 70.7 7287 12/30/10 7 2010-12-30T11:57:13.260 2010 12 -false 5 5 5 50 5.5 50.5 7285 12/30/10 5 2010-12-30T11:55:13.150 2010 12 -false 3 3 3 30 3.3 30.3 7283 12/30/10 3 2010-12-30T11:53:13.800 2010 12 -false 1 1 1 10 1.1 10.1 7281 12/30/10 1 2010-12-30T11:51:13.500 2010 12 - --- !all_types_tinyint_col_topn_abs_asc -- -true 0 0 0 0 0.0 0 0 01/01/09 0 2009-01-01T07:00 2009 1 -true 0 0 0 0 0.0 0 10 01/02/09 0 2009-01-02T07:10:00.450 2009 1 -true 0 0 0 0 0.0 0 20 01/03/09 0 2009-01-03T07:20:00.900 2009 1 -true 0 0 0 0 0.0 0 30 01/04/09 0 2009-01-04T07:30:01.350 2009 1 -true 0 0 0 0 0.0 0 40 01/05/09 0 2009-01-05T07:40:01.800 2009 1 -true 0 0 0 0 0.0 0 50 01/06/09 0 2009-01-06T07:50:02.250 2009 1 -true 0 0 0 0 0.0 0 60 01/07/09 0 2009-01-07T08:00:02.700 2009 1 -true 0 0 0 0 0.0 0 70 01/08/09 0 2009-01-08T08:10:03.150 2009 1 -true 0 0 0 0 0.0 0 80 01/09/09 0 2009-01-09T08:20:03.600 2009 1 -true 0 0 0 0 0.0 0 90 01/10/09 0 2009-01-10T08:30:04.500 2009 1 - --- !all_types_tinyint_col_topn_abs_desc -- -true 0 0 0 0 0.0 0 7290 12/31/10 0 2010-12-31T12:00:13.500 2010 12 -true 0 0 0 0 0.0 0 7280 12/30/10 0 2010-12-30T11:50:13.500 2010 12 -true 0 0 0 0 0.0 0 7270 12/29/10 0 2010-12-29T11:40:12.600 2010 12 -true 0 0 0 0 0.0 0 7260 12/28/10 0 2010-12-28T11:30:12.150 2010 12 -true 0 0 0 0 0.0 0 7250 12/27/10 0 2010-12-27T11:20:11.700 2010 12 -true 0 0 0 0 0.0 0 7240 12/26/10 0 2010-12-26T11:10:11.250 2010 12 -true 0 0 0 0 0.0 0 7230 12/25/10 0 2010-12-25T11:00:10.800 2010 12 -true 0 0 0 0 0.0 0 7220 12/24/10 0 2010-12-24T10:50:10.350 2010 12 -true 0 0 0 0 0.0 0 7210 12/23/10 0 2010-12-23T10:40:09.900 2010 12 -true 0 0 0 0 0.0 0 7200 12/22/10 0 2010-12-22T10:30:09.450 2010 12 - --- !all_types_smallint_col_topn_abs_asc -- -true 0 0 0 0 0.0 0 0 01/01/09 0 2009-01-01T07:00 2009 1 -true 0 0 0 0 0.0 0 10 01/02/09 0 2009-01-02T07:10:00.450 2009 1 -true 0 0 0 0 0.0 0 20 01/03/09 0 2009-01-03T07:20:00.900 2009 1 -true 0 0 0 0 0.0 0 30 01/04/09 0 2009-01-04T07:30:01.350 2009 1 -true 0 0 0 0 0.0 0 40 01/05/09 0 2009-01-05T07:40:01.800 2009 1 -true 0 0 0 0 0.0 0 50 01/06/09 0 2009-01-06T07:50:02.250 2009 1 -true 0 0 0 0 0.0 0 60 01/07/09 0 2009-01-07T08:00:02.700 2009 1 -true 0 0 0 0 0.0 0 70 01/08/09 0 2009-01-08T08:10:03.150 2009 1 -true 0 0 0 0 0.0 0 80 01/09/09 0 2009-01-09T08:20:03.600 2009 1 -true 0 0 0 0 0.0 0 90 01/10/09 0 2009-01-10T08:30:04.500 2009 1 - --- !all_types_smallint_col_topn_abs_desc -- -true 0 0 0 0 0.0 0 7290 12/31/10 0 2010-12-31T12:00:13.500 2010 12 -true 0 0 0 0 0.0 0 7280 12/30/10 0 2010-12-30T11:50:13.500 2010 12 -true 0 0 0 0 0.0 0 7270 12/29/10 0 2010-12-29T11:40:12.600 2010 12 -true 0 0 0 0 0.0 0 7260 12/28/10 0 2010-12-28T11:30:12.150 2010 12 -true 0 0 0 0 0.0 0 7250 12/27/10 0 2010-12-27T11:20:11.700 2010 12 -true 0 0 0 0 0.0 0 7240 12/26/10 0 2010-12-26T11:10:11.250 2010 12 -true 0 0 0 0 0.0 0 7230 12/25/10 0 2010-12-25T11:00:10.800 2010 12 -true 0 0 0 0 0.0 0 7220 12/24/10 0 2010-12-24T10:50:10.350 2010 12 -true 0 0 0 0 0.0 0 7210 12/23/10 0 2010-12-23T10:40:09.900 2010 12 -true 0 0 0 0 0.0 0 7200 12/22/10 0 2010-12-22T10:30:09.450 2010 12 - --- !all_types_int_col_topn_abs_asc -- -true 0 0 0 0 0.0 0 0 01/01/09 0 2009-01-01T07:00 2009 1 -true 0 0 0 0 0.0 0 10 01/02/09 0 2009-01-02T07:10:00.450 2009 1 -true 0 0 0 0 0.0 0 20 01/03/09 0 2009-01-03T07:20:00.900 2009 1 -true 0 0 0 0 0.0 0 30 01/04/09 0 2009-01-04T07:30:01.350 2009 1 -true 0 0 0 0 0.0 0 40 01/05/09 0 2009-01-05T07:40:01.800 2009 1 -true 0 0 0 0 0.0 0 50 01/06/09 0 2009-01-06T07:50:02.250 2009 1 -true 0 0 0 0 0.0 0 60 01/07/09 0 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-true 8 8 8 80 8.8 80.8 3648 12/31/09 8 2009-12-31T12:08:13.780 2009 12 -false 7 7 7 70 7.7 70.7 3647 12/31/09 7 2009-12-31T12:07:13.710 2009 12 -true 6 6 6 60 6.6 60.59999999999999 3646 12/31/09 6 2009-12-31T12:06:13.650 2009 12 -false 5 5 5 50 5.5 50.5 3645 12/31/09 5 2009-12-31T12:05:13.600 2009 12 -true 4 4 4 40 4.4 40.4 3644 12/31/09 4 2009-12-31T12:04:13.560 2009 12 -false 3 3 3 30 3.3 30.3 3643 12/31/09 3 2009-12-31T12:03:13.530 2009 12 -true 2 2 2 20 2.2 20.2 3642 12/31/09 2 2009-12-31T12:02:13.510 2009 12 -false 1 1 1 10 1.1 10.1 3641 12/31/09 1 2009-12-31T12:01:13.500 2009 12 -true 0 0 0 0 0.0 0 3640 12/31/09 0 2009-12-31T12:00:13.500 2009 12 - --- !all_types_month_topn_abs_asc -- -true 0 0 0 0 0.0 0 0 01/01/09 0 2009-01-01T07:00 2009 1 -false 1 1 1 10 1.1 10.1 1 01/01/09 1 2009-01-01T07:01 2009 1 -true 2 2 2 20 2.2 20.2 2 01/01/09 2 2009-01-01T07:02:00.100 2009 1 -false 3 3 3 30 3.3 30.3 3 01/01/09 3 2009-01-01T07:03:00.300 2009 1 -true 4 4 4 40 4.4 40.4 4 01/01/09 4 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01/31/10 2 2010-01-31T12:02:13.510 2010 1 -false 1 1 1 10 1.1 10.1 3951 01/31/10 1 2010-01-31T12:01:13.500 2010 1 -true 0 0 0 0 0.0 0 3950 01/31/10 0 2010-01-31T12:00:13.500 2010 1 - --- !schema_1 -- -1 638 6 15635 32.00 49620.16 0.07 0.02 N O 1996-01-30 1996-02-07 1996-02-03 DELIVER IN PERSON MAIL arefully slyly ex cn beijing - --- !schema_2 -- -6374628540732951412 -77 -65 -70 -107 -215 65 0 -526 -1309 3750 8827 -19795 34647 57042 -1662 -138248 -890685 -228568 1633079 -2725524 6163040 -10491702 697237 74565050 127767368 93532213 -209675435 -32116110 -3624917040 -2927805617 15581947241 21893441661 24075494509 -116822110531 -59683724667 -146210393388 114424524398 1341560771667 -1638742564263 520137948334 -2927347587131 7415137351179 -7963937754617 52157548982266 140803519083304 -294675355729619 -868076759504942 181128508165910 -91753231238823 -3511241416682881 -11545256318348796 -1952917510863468 -5161099825338866 -59726090170689781 287170105829528178 607326725526282735 1253194074103207461 -162443950414676064 -2964036188567341159 2602201580810990248 5581917084094110764 111739292249520611 -315687754593838642 -2804420462762366976 -2078683524 - --- !schema_3 -- -false 5 5 5 50 5.5 50.5 7295 12/31/10 5 2010-12-31T12:05:13.600 2010 12 -false 7 7 7 70 7.7 70.7 7297 12/31/10 7 2010-12-31T12:07:13.710 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7299 12/31/10 9 2010-12-31T12:09:13.860 2010 12 -true 6 6 6 60 6.6 60.59999999999999 7296 12/31/10 6 2010-12-31T12:06:13.650 2010 12 -true 8 8 8 80 8.8 80.8 7298 12/31/10 8 2010-12-31T12:08:13.780 2010 12 - --- !schema_4 -- -2 24 15314771 999319712124142303 true 6.009337E8 4.817722807977021e+16 \N northern rural 2022-08-30T23:21:08 407186.2849 phones int_col 2019-01-01 [2.595433907849411e+17, 5.88165568758352e+17, 4.780259987226574e+17, 6.926622881251557e+17, 9.86405645575228e+17] \N phones int_col -5 59 317349992 998913039814974432 false 5.6584858E8 9.900861328269033e+17 Handling man satisfy firework descent top. Racing closed county set-up crown cave. Correctly front duration pure. \N 2022-09-02T19:52:57 372765.2493 desktops tinyint_col 2021-10-03 [9.983261252571983e+17, 3.612076153030643e+17, 9.969131496509435e+17, 8.991290717923475e+17, 1.195589374709888e+17] ["CrySxz", "FMXGRcaGbahSVqhp", "oRKqPmhM", "VdODasEdDWFSRIQf"] desktops tinyint_col -6 62 915699741 999653836472045196 true 4.51937504E8 8.796150544502191e+17 Tale get speed platform august curved. Ease grass neighbour landlord. Baby genetic youth. \N 2022-08-07T09:30:56 875620.2176 phones smallint_col \N [9.423540715161855e+17, 4.833249992029562e+17, 9.167007747789834e+17] ["zNfbLeFx", "GNTJOmWJyRmOK", "hwvfhSQGsaaMEqUrWCK", "cQrQsROKLARA", "nONj", "oepXBFB", "IPtUql"] phones smallint_col - --- !schema_5 -- -00cwjIryUv EXHwpeK2Nl hv2PYEMYMM eo69nyw4Yv K6797tgjFg LlFNd8Kyy5 wkpLCO3uo1 AIXCj1MfeD ni0HxZbiUO 6IjRdM8Gqi qsTMK6A2eC 1wu7v9OPwW qavArd9tDc sU88hZADLj lyzWlwLOCx 2022-11-25 - --- !schema_6 -- -"" "test" - --- !schema_7 -- -\N \N \N \N \N \N \N \N \N test test test 1 2 3 4 5.1 6.2 true false 2011-05-06 2011-05-06T07:08:09.123 -1.2 12.30 -1234.5678 123456789.12340000 -1234567890.12345678 1234567890123456789012.1234567800000000 dGVzdDI= - --- !all_types_bool_col_topn_asc -- -false 1 1 1 10 1.1 10.1 1 01/01/09 1 2009-01-01T07:01 2009 1 -false 3 3 3 30 3.3 30.3 3 01/01/09 3 2009-01-01T07:03:00.300 2009 1 -false 5 5 5 50 5.5 50.5 5 01/01/09 5 2009-01-01T07:05:00.100 2009 1 -false 7 7 7 70 7.7 70.7 7 01/01/09 7 2009-01-01T07:07:00.210 2009 1 -false 9 9 9 90 9.9 90.89999999999999 9 01/01/09 9 2009-01-01T07:09:00.360 2009 1 -false 1 1 1 10 1.1 10.1 11 01/02/09 1 2009-01-02T07:11:00.450 2009 1 -false 3 3 3 30 3.3 30.3 13 01/02/09 3 2009-01-02T07:13:00.480 2009 1 -false 5 5 5 50 5.5 50.5 15 01/02/09 5 2009-01-02T07:15:00.550 2009 1 -false 7 7 7 70 7.7 70.7 17 01/02/09 7 2009-01-02T07:17:00.660 2009 1 -false 9 9 9 90 9.9 90.89999999999999 19 01/02/09 9 2009-01-02T07:19:00.810 2009 1 - --- !all_types_bool_col_topn_desc -- -true 8 8 8 80 8.8 80.8 7298 12/31/10 8 2010-12-31T12:08:13.780 2010 12 -true 6 6 6 60 6.6 60.59999999999999 7296 12/31/10 6 2010-12-31T12:06:13.650 2010 12 -true 4 4 4 40 4.4 40.4 7294 12/31/10 4 2010-12-31T12:04:13.560 2010 12 -true 2 2 2 20 2.2 20.2 7292 12/31/10 2 2010-12-31T12:02:13.510 2010 12 -true 0 0 0 0 0.0 0 7290 12/31/10 0 2010-12-31T12:00:13.500 2010 12 -true 8 8 8 80 8.8 80.8 7288 12/30/10 8 2010-12-30T11:58:13.330 2010 12 -true 6 6 6 60 6.6 60.59999999999999 7286 12/30/10 6 2010-12-30T11:56:13.200 2010 12 -true 4 4 4 40 4.4 40.4 7284 12/30/10 4 2010-12-30T11:54:13.110 2010 12 -true 2 2 2 20 2.2 20.2 7282 12/30/10 2 2010-12-30T11:52:13.600 2010 12 -true 0 0 0 0 0.0 0 7280 12/30/10 0 2010-12-30T11:50:13.500 2010 12 - --- !all_types_tinyint_col_topn_asc -- -true 0 0 0 0 0.0 0 0 01/01/09 0 2009-01-01T07:00 2009 1 -true 0 0 0 0 0.0 0 10 01/02/09 0 2009-01-02T07:10:00.450 2009 1 -true 0 0 0 0 0.0 0 20 01/03/09 0 2009-01-03T07:20:00.900 2009 1 -true 0 0 0 0 0.0 0 30 01/04/09 0 2009-01-04T07:30:01.350 2009 1 -true 0 0 0 0 0.0 0 40 01/05/09 0 2009-01-05T07:40:01.800 2009 1 -true 0 0 0 0 0.0 0 50 01/06/09 0 2009-01-06T07:50:02.250 2009 1 -true 0 0 0 0 0.0 0 60 01/07/09 0 2009-01-07T08:00:02.700 2009 1 -true 0 0 0 0 0.0 0 70 01/08/09 0 2009-01-08T08:10:03.150 2009 1 -true 0 0 0 0 0.0 0 80 01/09/09 0 2009-01-09T08:20:03.600 2009 1 -true 0 0 0 0 0.0 0 90 01/10/09 0 2009-01-10T08:30:04.500 2009 1 - --- !all_types_tinyint_col_topn_desc -- -false 9 9 9 90 9.9 90.89999999999999 7299 12/31/10 9 2010-12-31T12:09:13.860 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7289 12/30/10 9 2010-12-30T11:59:13.410 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7279 12/29/10 9 2010-12-29T11:49:12.960 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7269 12/28/10 9 2010-12-28T11:39:12.510 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7259 12/27/10 9 2010-12-27T11:29:12.600 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7249 12/26/10 9 2010-12-26T11:19:11.610 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7239 12/25/10 9 2010-12-25T11:09:11.160 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7229 12/24/10 9 2010-12-24T10:59:10.710 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7219 12/23/10 9 2010-12-23T10:49:10.260 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7209 12/22/10 9 2010-12-22T10:39:09.810 2010 12 - --- !all_types_smallint_col_topn_asc -- -true 0 0 0 0 0.0 0 0 01/01/09 0 2009-01-01T07:00 2009 1 -true 0 0 0 0 0.0 0 10 01/02/09 0 2009-01-02T07:10:00.450 2009 1 -true 0 0 0 0 0.0 0 20 01/03/09 0 2009-01-03T07:20:00.900 2009 1 -true 0 0 0 0 0.0 0 30 01/04/09 0 2009-01-04T07:30:01.350 2009 1 -true 0 0 0 0 0.0 0 40 01/05/09 0 2009-01-05T07:40:01.800 2009 1 -true 0 0 0 0 0.0 0 50 01/06/09 0 2009-01-06T07:50:02.250 2009 1 -true 0 0 0 0 0.0 0 60 01/07/09 0 2009-01-07T08:00:02.700 2009 1 -true 0 0 0 0 0.0 0 70 01/08/09 0 2009-01-08T08:10:03.150 2009 1 -true 0 0 0 0 0.0 0 80 01/09/09 0 2009-01-09T08:20:03.600 2009 1 -true 0 0 0 0 0.0 0 90 01/10/09 0 2009-01-10T08:30:04.500 2009 1 - --- !all_types_smallint_col_topn_desc -- -false 9 9 9 90 9.9 90.89999999999999 7299 12/31/10 9 2010-12-31T12:09:13.860 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7289 12/30/10 9 2010-12-30T11:59:13.410 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7279 12/29/10 9 2010-12-29T11:49:12.960 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7269 12/28/10 9 2010-12-28T11:39:12.510 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7259 12/27/10 9 2010-12-27T11:29:12.600 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7249 12/26/10 9 2010-12-26T11:19:11.610 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7239 12/25/10 9 2010-12-25T11:09:11.160 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7229 12/24/10 9 2010-12-24T10:59:10.710 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7219 12/23/10 9 2010-12-23T10:49:10.260 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7209 12/22/10 9 2010-12-22T10:39:09.810 2010 12 - --- !all_types_int_col_topn_asc -- -true 0 0 0 0 0.0 0 0 01/01/09 0 2009-01-01T07:00 2009 1 -true 0 0 0 0 0.0 0 10 01/02/09 0 2009-01-02T07:10:00.450 2009 1 -true 0 0 0 0 0.0 0 20 01/03/09 0 2009-01-03T07:20:00.900 2009 1 -true 0 0 0 0 0.0 0 30 01/04/09 0 2009-01-04T07:30:01.350 2009 1 -true 0 0 0 0 0.0 0 40 01/05/09 0 2009-01-05T07:40:01.800 2009 1 -true 0 0 0 0 0.0 0 50 01/06/09 0 2009-01-06T07:50:02.250 2009 1 -true 0 0 0 0 0.0 0 60 01/07/09 0 2009-01-07T08:00:02.700 2009 1 -true 0 0 0 0 0.0 0 70 01/08/09 0 2009-01-08T08:10:03.150 2009 1 -true 0 0 0 0 0.0 0 80 01/09/09 0 2009-01-09T08:20:03.600 2009 1 -true 0 0 0 0 0.0 0 90 01/10/09 0 2009-01-10T08:30:04.500 2009 1 - --- !all_types_int_col_topn_desc -- -false 9 9 9 90 9.9 90.89999999999999 7299 12/31/10 9 2010-12-31T12:09:13.860 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7289 12/30/10 9 2010-12-30T11:59:13.410 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7279 12/29/10 9 2010-12-29T11:49:12.960 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7269 12/28/10 9 2010-12-28T11:39:12.510 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7259 12/27/10 9 2010-12-27T11:29:12.600 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7249 12/26/10 9 2010-12-26T11:19:11.610 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7239 12/25/10 9 2010-12-25T11:09:11.160 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7229 12/24/10 9 2010-12-24T10:59:10.710 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7219 12/23/10 9 2010-12-23T10:49:10.260 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7209 12/22/10 9 2010-12-22T10:39:09.810 2010 12 - --- !all_types_bigint_col_topn_asc -- -true 0 0 0 0 0.0 0 0 01/01/09 0 2009-01-01T07:00 2009 1 -true 0 0 0 0 0.0 0 10 01/02/09 0 2009-01-02T07:10:00.450 2009 1 -true 0 0 0 0 0.0 0 20 01/03/09 0 2009-01-03T07:20:00.900 2009 1 -true 0 0 0 0 0.0 0 30 01/04/09 0 2009-01-04T07:30:01.350 2009 1 -true 0 0 0 0 0.0 0 40 01/05/09 0 2009-01-05T07:40:01.800 2009 1 -true 0 0 0 0 0.0 0 50 01/06/09 0 2009-01-06T07:50:02.250 2009 1 -true 0 0 0 0 0.0 0 60 01/07/09 0 2009-01-07T08:00:02.700 2009 1 -true 0 0 0 0 0.0 0 70 01/08/09 0 2009-01-08T08:10:03.150 2009 1 -true 0 0 0 0 0.0 0 80 01/09/09 0 2009-01-09T08:20:03.600 2009 1 -true 0 0 0 0 0.0 0 90 01/10/09 0 2009-01-10T08:30:04.500 2009 1 - --- !all_types_bigint_col_topn_desc -- -false 9 9 9 90 9.9 90.89999999999999 7299 12/31/10 9 2010-12-31T12:09:13.860 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7289 12/30/10 9 2010-12-30T11:59:13.410 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7279 12/29/10 9 2010-12-29T11:49:12.960 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7269 12/28/10 9 2010-12-28T11:39:12.510 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7259 12/27/10 9 2010-12-27T11:29:12.600 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7249 12/26/10 9 2010-12-26T11:19:11.610 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7239 12/25/10 9 2010-12-25T11:09:11.160 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7229 12/24/10 9 2010-12-24T10:59:10.710 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7219 12/23/10 9 2010-12-23T10:49:10.260 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7209 12/22/10 9 2010-12-22T10:39:09.810 2010 12 - --- !all_types_float_col_topn_asc -- -true 0 0 0 0 0.0 0 0 01/01/09 0 2009-01-01T07:00 2009 1 -true 0 0 0 0 0.0 0 10 01/02/09 0 2009-01-02T07:10:00.450 2009 1 -true 0 0 0 0 0.0 0 20 01/03/09 0 2009-01-03T07:20:00.900 2009 1 -true 0 0 0 0 0.0 0 30 01/04/09 0 2009-01-04T07:30:01.350 2009 1 -true 0 0 0 0 0.0 0 40 01/05/09 0 2009-01-05T07:40:01.800 2009 1 -true 0 0 0 0 0.0 0 50 01/06/09 0 2009-01-06T07:50:02.250 2009 1 -true 0 0 0 0 0.0 0 60 01/07/09 0 2009-01-07T08:00:02.700 2009 1 -true 0 0 0 0 0.0 0 70 01/08/09 0 2009-01-08T08:10:03.150 2009 1 -true 0 0 0 0 0.0 0 80 01/09/09 0 2009-01-09T08:20:03.600 2009 1 -true 0 0 0 0 0.0 0 90 01/10/09 0 2009-01-10T08:30:04.500 2009 1 - --- !all_types_float_col_topn_desc -- -false 9 9 9 90 9.9 90.89999999999999 7299 12/31/10 9 2010-12-31T12:09:13.860 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7289 12/30/10 9 2010-12-30T11:59:13.410 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7279 12/29/10 9 2010-12-29T11:49:12.960 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7269 12/28/10 9 2010-12-28T11:39:12.510 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7259 12/27/10 9 2010-12-27T11:29:12.600 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7249 12/26/10 9 2010-12-26T11:19:11.610 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7239 12/25/10 9 2010-12-25T11:09:11.160 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7229 12/24/10 9 2010-12-24T10:59:10.710 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7219 12/23/10 9 2010-12-23T10:49:10.260 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7209 12/22/10 9 2010-12-22T10:39:09.810 2010 12 - --- !all_types_double_col_topn_asc -- -true 0 0 0 0 0.0 0 0 01/01/09 0 2009-01-01T07:00 2009 1 -true 0 0 0 0 0.0 0 10 01/02/09 0 2009-01-02T07:10:00.450 2009 1 -true 0 0 0 0 0.0 0 20 01/03/09 0 2009-01-03T07:20:00.900 2009 1 -true 0 0 0 0 0.0 0 30 01/04/09 0 2009-01-04T07:30:01.350 2009 1 -true 0 0 0 0 0.0 0 40 01/05/09 0 2009-01-05T07:40:01.800 2009 1 -true 0 0 0 0 0.0 0 50 01/06/09 0 2009-01-06T07:50:02.250 2009 1 -true 0 0 0 0 0.0 0 60 01/07/09 0 2009-01-07T08:00:02.700 2009 1 -true 0 0 0 0 0.0 0 70 01/08/09 0 2009-01-08T08:10:03.150 2009 1 -true 0 0 0 0 0.0 0 80 01/09/09 0 2009-01-09T08:20:03.600 2009 1 -true 0 0 0 0 0.0 0 90 01/10/09 0 2009-01-10T08:30:04.500 2009 1 - --- !all_types_double_col_topn_desc -- -false 9 9 9 90 9.9 90.89999999999999 7299 12/31/10 9 2010-12-31T12:09:13.860 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7289 12/30/10 9 2010-12-30T11:59:13.410 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7279 12/29/10 9 2010-12-29T11:49:12.960 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7269 12/28/10 9 2010-12-28T11:39:12.510 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7259 12/27/10 9 2010-12-27T11:29:12.600 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7249 12/26/10 9 2010-12-26T11:19:11.610 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7239 12/25/10 9 2010-12-25T11:09:11.160 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7229 12/24/10 9 2010-12-24T10:59:10.710 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7219 12/23/10 9 2010-12-23T10:49:10.260 2010 12 -false 9 9 9 90 9.9 90.89999999999999 7209 12/22/10 9 2010-12-22T10:39:09.810 2010 12 - --- !all_types_id_topn_asc -- -true 0 0 0 0 0.0 0 0 01/01/09 0 2009-01-01T07:00 2009 1 -false 1 1 1 10 1.1 10.1 1 01/01/09 1 2009-01-01T07:01 2009 1 -true 2 2 2 20 2.2 20.2 2 01/01/09 2 2009-01-01T07:02:00.100 2009 1 -false 3 3 3 30 3.3 30.3 3 01/01/09 3 2009-01-01T07:03:00.300 2009 1 -true 4 4 4 40 4.4 40.4 4 01/01/09 4 2009-01-01T07:04:00.600 2009 1 -false 5 5 5 50 5.5 50.5 5 01/01/09 5 2009-01-01T07:05:00.100 2009 1 -true 6 6 6 60 6.6 60.59999999999999 6 01/01/09 6 2009-01-01T07:06:00.150 2009 1 -false 7 7 7 70 7.7 70.7 7 01/01/09 7 2009-01-01T07:07:00.210 2009 1 -true 8 8 8 80 8.8 80.8 8 01/01/09 8 2009-01-01T07:08:00.280 2009 1 -false 9 9 9 90 9.9 90.89999999999999 9 01/01/09 9 2009-01-01T07:09:00.360 2009 1 - --- !all_types_id_topn_desc -- -false 9 9 9 90 9.9 90.89999999999999 7299 12/31/10 9 2010-12-31T12:09:13.860 2010 12 -true 8 8 8 80 8.8 80.8 7298 12/31/10 8 2010-12-31T12:08:13.780 2010 12 -false 7 7 7 70 7.7 70.7 7297 12/31/10 7 2010-12-31T12:07:13.710 2010 12 -true 6 6 6 60 6.6 60.59999999999999 7296 12/31/10 6 2010-12-31T12:06:13.650 2010 12 -false 5 5 5 50 5.5 50.5 7295 12/31/10 5 2010-12-31T12:05:13.600 2010 12 -true 4 4 4 40 4.4 40.4 7294 12/31/10 4 2010-12-31T12:04:13.560 2010 12 -false 3 3 3 30 3.3 30.3 7293 12/31/10 3 2010-12-31T12:03:13.530 2010 12 -true 2 2 2 20 2.2 20.2 7292 12/31/10 2 2010-12-31T12:02:13.510 2010 12 -false 1 1 1 10 1.1 10.1 7291 12/31/10 1 2010-12-31T12:01:13.500 2010 12 -true 0 0 0 0 0.0 0 7290 12/31/10 0 2010-12-31T12:00:13.500 2010 12 - --- !all_types_date_string_col_topn_asc -- -true 0 0 0 0 0.0 0 0 01/01/09 0 2009-01-01T07:00 2009 1 -false 1 1 1 10 1.1 10.1 1 01/01/09 1 2009-01-01T07:01 2009 1 -true 2 2 2 20 2.2 20.2 2 01/01/09 2 2009-01-01T07:02:00.100 2009 1 -false 3 3 3 30 3.3 30.3 3 01/01/09 3 2009-01-01T07:03:00.300 2009 1 -true 4 4 4 40 4.4 40.4 4 01/01/09 4 2009-01-01T07:04:00.600 2009 1 -false 5 5 5 50 5.5 50.5 5 01/01/09 5 2009-01-01T07:05:00.100 2009 1 -true 6 6 6 60 6.6 60.59999999999999 6 01/01/09 6 2009-01-01T07:06:00.150 2009 1 -false 7 7 7 70 7.7 70.7 7 01/01/09 7 2009-01-01T07:07:00.210 2009 1 -true 8 8 8 80 8.8 80.8 8 01/01/09 8 2009-01-01T07:08:00.280 2009 1 -false 9 9 9 90 9.9 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2010 12 +false 5 5 5 50 5.5 50.5 7295 12/31/10 5 2010-12-31T04:05:13.600 2010 12 +true 4 4 4 40 4.4 40.4 7294 12/31/10 4 2010-12-31T04:04:13.560 2010 12 +false 3 3 3 30 3.3 30.3 7293 12/31/10 3 2010-12-31T04:03:13.530 2010 12 +true 2 2 2 20 2.2 20.2 7292 12/31/10 2 2010-12-31T04:02:13.510 2010 12 +false 1 1 1 10 1.1 10.1 7291 12/31/10 1 2010-12-31T04:01:13.500 2010 12 +true 0 0 0 0 0.0 0 7290 12/31/10 0 2010-12-31T04:00:13.500 2010 12 -- !all_types_year_topn_asc -- true 0 0 0 0 0.0 0 0 01/01/09 0 2009-01-01T07:00 2009 1 @@ -1203,28 +552,28 @@ true 0 0 0 0 0.0 0 7210 12/23/10 0 2010-12-23T10:40:09.900 2010 12 true 0 0 0 0 0.0 0 7200 12/22/10 0 2010-12-22T10:30:09.450 2010 12 -- !all_types_timestamp_col_topn_abs_asc -- -true 0 0 0 0 0.0 0 0 01/01/09 0 2009-01-01T07:00 2009 1 -false 1 1 1 10 1.1 10.1 1 01/01/09 1 2009-01-01T07:01 2009 1 -true 2 2 2 20 2.2 20.2 2 01/01/09 2 2009-01-01T07:02:00.100 2009 1 -false 3 3 3 30 3.3 30.3 3 01/01/09 3 2009-01-01T07:03:00.300 2009 1 -true 4 4 4 40 4.4 40.4 4 01/01/09 4 2009-01-01T07:04:00.600 2009 1 -false 5 5 5 50 5.5 50.5 5 01/01/09 5 2009-01-01T07:05:00.100 2009 1 -true 6 6 6 60 6.6 60.59999999999999 6 01/01/09 6 2009-01-01T07:06:00.150 2009 1 -false 7 7 7 70 7.7 70.7 7 01/01/09 7 2009-01-01T07:07:00.210 2009 1 -true 8 8 8 80 8.8 80.8 8 01/01/09 8 2009-01-01T07:08:00.280 2009 1 -false 9 9 9 90 9.9 90.89999999999999 9 01/01/09 9 2009-01-01T07:09:00.360 2009 1 +true 0 0 0 0 0.0 0 0 01/01/09 0 2008-12-31T23:00 2009 1 +false 1 1 1 10 1.1 10.1 1 01/01/09 1 2008-12-31T23:01 2009 1 +true 2 2 2 20 2.2 20.2 2 01/01/09 2 2008-12-31T23:02:00.100 2009 1 +false 3 3 3 30 3.3 30.3 3 01/01/09 3 2008-12-31T23:03:00.300 2009 1 +true 4 4 4 40 4.4 40.4 4 01/01/09 4 2008-12-31T23:04:00.600 2009 1 +false 5 5 5 50 5.5 50.5 5 01/01/09 5 2008-12-31T23:05:00.100 2009 1 +true 6 6 6 60 6.6 60.59999999999999 6 01/01/09 6 2008-12-31T23:06:00.150 2009 1 +false 7 7 7 70 7.7 70.7 7 01/01/09 7 2008-12-31T23:07:00.210 2009 1 +true 8 8 8 80 8.8 80.8 8 01/01/09 8 2008-12-31T23:08:00.280 2009 1 +false 9 9 9 90 9.9 90.89999999999999 9 01/01/09 9 2008-12-31T23:09:00.360 2009 1 -- !all_types_timestamp_col_topn_abs_desc -- -true 0 0 0 0 0.0 0 0 01/01/09 0 2009-01-01T07:00 2009 1 -false 1 1 1 10 1.1 10.1 1 01/01/09 1 2009-01-01T07:01 2009 1 -true 2 2 2 20 2.2 20.2 2 01/01/09 2 2009-01-01T07:02:00.100 2009 1 -false 3 3 3 30 3.3 30.3 3 01/01/09 3 2009-01-01T07:03:00.300 2009 1 -true 4 4 4 40 4.4 40.4 4 01/01/09 4 2009-01-01T07:04:00.600 2009 1 -false 5 5 5 50 5.5 50.5 5 01/01/09 5 2009-01-01T07:05:00.100 2009 1 -true 6 6 6 60 6.6 60.59999999999999 6 01/01/09 6 2009-01-01T07:06:00.150 2009 1 -false 7 7 7 70 7.7 70.7 7 01/01/09 7 2009-01-01T07:07:00.210 2009 1 -true 8 8 8 80 8.8 80.8 8 01/01/09 8 2009-01-01T07:08:00.280 2009 1 -false 9 9 9 90 9.9 90.89999999999999 9 01/01/09 9 2009-01-01T07:09:00.360 2009 1 +true 0 0 0 0 0.0 0 0 01/01/09 0 2008-12-31T23:00 2009 1 +false 1 1 1 10 1.1 10.1 1 01/01/09 1 2008-12-31T23:01 2009 1 +true 2 2 2 20 2.2 20.2 2 01/01/09 2 2008-12-31T23:02:00.100 2009 1 +false 3 3 3 30 3.3 30.3 3 01/01/09 3 2008-12-31T23:03:00.300 2009 1 +true 4 4 4 40 4.4 40.4 4 01/01/09 4 2008-12-31T23:04:00.600 2009 1 +false 5 5 5 50 5.5 50.5 5 01/01/09 5 2008-12-31T23:05:00.100 2009 1 +true 6 6 6 60 6.6 60.59999999999999 6 01/01/09 6 2008-12-31T23:06:00.150 2009 1 +false 7 7 7 70 7.7 70.7 7 01/01/09 7 2008-12-31T23:07:00.210 2009 1 +true 8 8 8 80 8.8 80.8 8 01/01/09 8 2008-12-31T23:08:00.280 2009 1 +false 9 9 9 90 9.9 90.89999999999999 9 01/01/09 9 2008-12-31T23:09:00.360 2009 1 -- !all_types_year_topn_abs_asc -- true 0 0 0 0 0.0 0 0 01/01/09 0 2009-01-01T07:00 2009 1 diff --git a/regression-test/data/external_table_p0/hive/test_hive_openx_json.out b/regression-test/data/external_table_p0/hive/test_hive_openx_json.out index 6eadea56694c85..6e4a5c101fa3ed 100644 --- a/regression-test/data/external_table_p0/hive/test_hive_openx_json.out +++ b/regression-test/data/external_table_p0/hive/test_hive_openx_json.out @@ -10,6 +10,7 @@ \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N +\N \N \N \N \N 1 Alice [1, 2, 3] {"math":90, "english":85} {"a":100, "b":"test1", "c":1234567890} 2 Bob [4, 5] {"math":80, "science":95} {"a":200, "b":"test2", "c":9876543210} @@ -22,4 +23,3 @@ [1,2,3] \N \N \N \N {"name":"bad1","id":5,"numbers":[1,2,3] \N \N \N \N {"name":"bad2","id":6,"numbers":"not an array","scores":{"key4":40},"details":{"a":4,"b":"text","c":4000000}} \N \N \N \N - diff --git a/regression-test/data/external_table_p0/hive/test_hive_page_index.out b/regression-test/data/external_table_p0/hive/test_hive_page_index.out index 1a12b6375f4770..f624da90b27bcc 100644 --- a/regression-test/data/external_table_p0/hive/test_hive_page_index.out +++ b/regression-test/data/external_table_p0/hive/test_hive_page_index.out @@ -1,24786 +1,24795 @@ -- This file is automatically generated. 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30 3.3 30.3 4103 02/15/10 3 2010-02-15T09:23:06.330 2010 2 -false 3 3 3 30 3.3 30.3 4113 02/16/10 3 2010-02-16T09:33:06.780 2010 2 -false 3 3 3 30 3.3 30.3 4123 02/17/10 3 2010-02-17T09:43:07.230 2010 2 -false 3 3 3 30 3.3 30.3 4133 02/18/10 3 2010-02-18T09:53:07.680 2010 2 -false 3 3 3 30 3.3 30.3 4143 02/19/10 3 2010-02-19T10:03:08.130 2010 2 -false 3 3 3 30 3.3 30.3 4153 02/20/10 3 2010-02-20T10:13:08.580 2010 2 -false 3 3 3 30 3.3 30.3 4163 02/21/10 3 2010-02-21T10:23:09.300 2010 2 -false 3 3 3 30 3.3 30.3 4173 02/22/10 3 2010-02-22T10:33:09.480 2010 2 -false 3 3 3 30 3.3 30.3 4183 02/23/10 3 2010-02-23T10:43:09.930 2010 2 -false 3 3 3 30 3.3 30.3 4193 02/24/10 3 2010-02-24T10:53:10.380 2010 2 -false 3 3 3 30 3.3 30.3 4203 02/25/10 3 2010-02-25T11:03:10.830 2010 2 -false 3 3 3 30 3.3 30.3 4213 02/26/10 3 2010-02-26T11:13:11.280 2010 2 -false 3 3 3 30 3.3 30.3 4223 02/27/10 3 2010-02-27T11:23:11.730 2010 2 -false 3 3 3 30 3.3 30.3 4233 02/28/10 3 2010-02-28T11:33:12.180 2010 2 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2010 3 -false 3 3 3 30 3.3 30.3 4383 03/15/10 3 2010-03-15T08:23:06.330 2010 3 -false 3 3 3 30 3.3 30.3 4393 03/16/10 3 2010-03-16T08:33:06.780 2010 3 -false 3 3 3 30 3.3 30.3 4403 03/17/10 3 2010-03-17T08:43:07.230 2010 3 -false 3 3 3 30 3.3 30.3 4413 03/18/10 3 2010-03-18T08:53:07.680 2010 3 -false 3 3 3 30 3.3 30.3 4423 03/19/10 3 2010-03-19T09:03:08.130 2010 3 -false 3 3 3 30 3.3 30.3 4433 03/20/10 3 2010-03-20T09:13:08.580 2010 3 -false 3 3 3 30 3.3 30.3 4443 03/21/10 3 2010-03-21T09:23:09.300 2010 3 -false 3 3 3 30 3.3 30.3 4453 03/22/10 3 2010-03-22T09:33:09.480 2010 3 -false 3 3 3 30 3.3 30.3 4463 03/23/10 3 2010-03-23T09:43:09.930 2010 3 -false 3 3 3 30 3.3 30.3 4473 03/24/10 3 2010-03-24T09:53:10.380 2010 3 -false 3 3 3 30 3.3 30.3 4483 03/25/10 3 2010-03-25T10:03:10.830 2010 3 -false 3 3 3 30 3.3 30.3 4493 03/26/10 3 2010-03-26T10:13:11.280 2010 3 -false 3 3 3 30 3.3 30.3 4503 03/27/10 3 2010-03-27T10:23:11.730 2010 3 -false 3 3 3 30 3.3 30.3 4513 03/28/10 3 2010-03-28T09:33:12.180 2010 3 -false 3 3 3 30 3.3 30.3 4523 03/29/10 3 2010-03-29T09:43:12.630 2010 3 -false 3 3 3 30 3.3 30.3 4533 03/30/10 3 2010-03-30T09:53:13.800 2010 3 -false 3 3 3 30 3.3 30.3 4543 03/31/10 3 2010-03-31T10:03:13.530 2010 3 -false 3 3 3 30 3.3 30.3 4553 04/01/10 3 2010-04-01T06:03:00.300 2010 4 -false 3 3 3 30 3.3 30.3 4563 04/02/10 3 2010-04-02T06:13:00.480 2010 4 -false 3 3 3 30 3.3 30.3 4573 04/03/10 3 2010-04-03T06:23:00.930 2010 4 -false 3 3 3 30 3.3 30.3 4583 04/04/10 3 2010-04-04T06:33:01.380 2010 4 -false 3 3 3 30 3.3 30.3 4593 04/05/10 3 2010-04-05T06:43:01.830 2010 4 -false 3 3 3 30 3.3 30.3 4603 04/06/10 3 2010-04-06T06:53:02.280 2010 4 -false 3 3 3 30 3.3 30.3 4613 04/07/10 3 2010-04-07T07:03:02.730 2010 4 -false 3 3 3 30 3.3 30.3 4623 04/08/10 3 2010-04-08T07:13:03.180 2010 4 -false 3 3 3 30 3.3 30.3 4633 04/09/10 3 2010-04-09T07:23:03.630 2010 4 -false 3 3 3 30 3.3 30.3 4643 04/10/10 3 2010-04-10T07:33:04.800 2010 4 -false 3 3 3 30 3.3 30.3 4653 04/11/10 3 2010-04-11T07:43:04.530 2010 4 -false 3 3 3 30 3.3 30.3 4663 04/12/10 3 2010-04-12T07:53:04.980 2010 4 -false 3 3 3 30 3.3 30.3 4673 04/13/10 3 2010-04-13T08:03:05.430 2010 4 -false 3 3 3 30 3.3 30.3 4683 04/14/10 3 2010-04-14T08:13:05.880 2010 4 -false 3 3 3 30 3.3 30.3 4693 04/15/10 3 2010-04-15T08:23:06.330 2010 4 -false 3 3 3 30 3.3 30.3 4703 04/16/10 3 2010-04-16T08:33:06.780 2010 4 -false 3 3 3 30 3.3 30.3 4713 04/17/10 3 2010-04-17T08:43:07.230 2010 4 -false 3 3 3 30 3.3 30.3 4723 04/18/10 3 2010-04-18T08:53:07.680 2010 4 -false 3 3 3 30 3.3 30.3 4733 04/19/10 3 2010-04-19T09:03:08.130 2010 4 -false 3 3 3 30 3.3 30.3 4743 04/20/10 3 2010-04-20T09:13:08.580 2010 4 -false 3 3 3 30 3.3 30.3 4753 04/21/10 3 2010-04-21T09:23:09.300 2010 4 -false 3 3 3 30 3.3 30.3 4763 04/22/10 3 2010-04-22T09:33:09.480 2010 4 -false 3 3 3 30 3.3 30.3 4773 04/23/10 3 2010-04-23T09:43:09.930 2010 4 -false 3 3 3 30 3.3 30.3 4783 04/24/10 3 2010-04-24T09:53:10.380 2010 4 -false 3 3 3 30 3.3 30.3 4793 04/25/10 3 2010-04-25T10:03:10.830 2010 4 -false 3 3 3 30 3.3 30.3 4803 04/26/10 3 2010-04-26T10:13:11.280 2010 4 -false 3 3 3 30 3.3 30.3 4813 04/27/10 3 2010-04-27T10:23:11.730 2010 4 -false 3 3 3 30 3.3 30.3 4823 04/28/10 3 2010-04-28T10:33:12.180 2010 4 -false 3 3 3 30 3.3 30.3 4833 04/29/10 3 2010-04-29T10:43:12.630 2010 4 -false 3 3 3 30 3.3 30.3 4843 04/30/10 3 2010-04-30T10:53:13.800 2010 4 -false 3 3 3 30 3.3 30.3 4853 05/01/10 3 2010-05-01T06:03:00.300 2010 5 -false 3 3 3 30 3.3 30.3 4863 05/02/10 3 2010-05-02T06:13:00.480 2010 5 -false 3 3 3 30 3.3 30.3 4873 05/03/10 3 2010-05-03T06:23:00.930 2010 5 -false 3 3 3 30 3.3 30.3 4883 05/04/10 3 2010-05-04T06:33:01.380 2010 5 -false 3 3 3 30 3.3 30.3 4893 05/05/10 3 2010-05-05T06:43:01.830 2010 5 -false 3 3 3 30 3.3 30.3 4903 05/06/10 3 2010-05-06T06:53:02.280 2010 5 -false 3 3 3 30 3.3 30.3 4913 05/07/10 3 2010-05-07T07:03:02.730 2010 5 -false 3 3 3 30 3.3 30.3 4923 05/08/10 3 2010-05-08T07:13:03.180 2010 5 -false 3 3 3 30 3.3 30.3 4933 05/09/10 3 2010-05-09T07:23:03.630 2010 5 -false 3 3 3 30 3.3 30.3 4943 05/10/10 3 2010-05-10T07:33:04.800 2010 5 -false 3 3 3 30 3.3 30.3 4953 05/11/10 3 2010-05-11T07:43:04.530 2010 5 -false 3 3 3 30 3.3 30.3 4963 05/12/10 3 2010-05-12T07:53:04.980 2010 5 -false 3 3 3 30 3.3 30.3 4973 05/13/10 3 2010-05-13T08:03:05.430 2010 5 -false 3 3 3 30 3.3 30.3 4983 05/14/10 3 2010-05-14T08:13:05.880 2010 5 -false 3 3 3 30 3.3 30.3 4993 05/15/10 3 2010-05-15T08:23:06.330 2010 5 -false 3 3 3 30 3.3 30.3 5003 05/16/10 3 2010-05-16T08:33:06.780 2010 5 -false 3 3 3 30 3.3 30.3 5013 05/17/10 3 2010-05-17T08:43:07.230 2010 5 -false 3 3 3 30 3.3 30.3 5023 05/18/10 3 2010-05-18T08:53:07.680 2010 5 -false 3 3 3 30 3.3 30.3 5033 05/19/10 3 2010-05-19T09:03:08.130 2010 5 -false 3 3 3 30 3.3 30.3 5043 05/20/10 3 2010-05-20T09:13:08.580 2010 5 -false 3 3 3 30 3.3 30.3 5053 05/21/10 3 2010-05-21T09:23:09.300 2010 5 -false 3 3 3 30 3.3 30.3 5063 05/22/10 3 2010-05-22T09:33:09.480 2010 5 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2009-01-18T09:52:07.660 2009 1 -true 2 2 2 20 2.2 20.2 1722 06/22/09 2 2009-06-22T09:32:09.460 2009 6 -true 2 2 2 20 2.2 20.2 1732 06/23/09 2 2009-06-23T09:42:09.910 2009 6 -true 2 2 2 20 2.2 20.2 1742 06/24/09 2 2009-06-24T09:52:10.360 2009 6 -true 2 2 2 20 2.2 20.2 1752 06/25/09 2 2009-06-25T10:02:10.810 2009 6 -true 2 2 2 20 2.2 20.2 1762 06/26/09 2 2009-06-26T10:12:11.260 2009 6 -true 2 2 2 20 2.2 20.2 1772 06/27/09 2 2009-06-27T10:22:11.710 2009 6 -true 2 2 2 20 2.2 20.2 1782 06/28/09 2 2009-06-28T10:32:12.160 2009 6 -true 2 2 2 20 2.2 20.2 1792 06/29/09 2 2009-06-29T10:42:12.610 2009 6 -true 2 2 2 20 2.2 20.2 1802 06/30/09 2 2009-06-30T10:52:13.600 2009 6 -true 2 2 2 20 2.2 20.2 1812 07/01/09 2 2009-07-01T06:02:00.100 2009 7 -true 2 2 2 20 2.2 20.2 182 01/19/09 2 2009-01-19T10:02:08.110 2009 1 -true 2 2 2 20 2.2 20.2 1822 07/02/09 2 2009-07-02T06:12:00.460 2009 7 -true 2 2 2 20 2.2 20.2 1832 07/03/09 2 2009-07-03T06:22:00.910 2009 7 -true 2 2 2 20 2.2 20.2 1842 07/04/09 2 2009-07-04T06:32:01.360 2009 7 -true 2 2 2 20 2.2 20.2 1852 07/05/09 2 2009-07-05T06:42:01.810 2009 7 -true 2 2 2 20 2.2 20.2 1862 07/06/09 2 2009-07-06T06:52:02.260 2009 7 -true 2 2 2 20 2.2 20.2 1872 07/07/09 2 2009-07-07T07:02:02.710 2009 7 -true 2 2 2 20 2.2 20.2 1882 07/08/09 2 2009-07-08T07:12:03.160 2009 7 -true 2 2 2 20 2.2 20.2 1892 07/09/09 2 2009-07-09T07:22:03.610 2009 7 -true 2 2 2 20 2.2 20.2 1902 07/10/09 2 2009-07-10T07:32:04.600 2009 7 -true 2 2 2 20 2.2 20.2 1912 07/11/09 2 2009-07-11T07:42:04.510 2009 7 -true 2 2 2 20 2.2 20.2 192 01/20/09 2 2009-01-20T10:12:08.560 2009 1 -true 2 2 2 20 2.2 20.2 1922 07/12/09 2 2009-07-12T07:52:04.960 2009 7 -true 2 2 2 20 2.2 20.2 1932 07/13/09 2 2009-07-13T08:02:05.410 2009 7 -true 2 2 2 20 2.2 20.2 1942 07/14/09 2 2009-07-14T08:12:05.860 2009 7 -true 2 2 2 20 2.2 20.2 1952 07/15/09 2 2009-07-15T08:22:06.310 2009 7 -true 2 2 2 20 2.2 20.2 1962 07/16/09 2 2009-07-16T08:32:06.760 2009 7 -true 2 2 2 20 2.2 20.2 1972 07/17/09 2 2009-07-17T08:42:07.210 2009 7 -true 2 2 2 20 2.2 20.2 1982 07/18/09 2 2009-07-18T08:52:07.660 2009 7 -true 2 2 2 20 2.2 20.2 1992 07/19/09 2 2009-07-19T09:02:08.110 2009 7 -true 2 2 2 20 2.2 20.2 2 01/01/09 2 2009-01-01T07:02:00.100 2009 1 -true 2 2 2 20 2.2 20.2 2002 07/20/09 2 2009-07-20T09:12:08.560 2009 7 -true 2 2 2 20 2.2 20.2 2012 07/21/09 2 2009-07-21T09:22:09.100 2009 7 -true 2 2 2 20 2.2 20.2 202 01/21/09 2 2009-01-21T10:22:09.100 2009 1 -true 2 2 2 20 2.2 20.2 2022 07/22/09 2 2009-07-22T09:32:09.460 2009 7 -true 2 2 2 20 2.2 20.2 2032 07/23/09 2 2009-07-23T09:42:09.910 2009 7 -true 2 2 2 20 2.2 20.2 2042 07/24/09 2 2009-07-24T09:52:10.360 2009 7 -true 2 2 2 20 2.2 20.2 2052 07/25/09 2 2009-07-25T10:02:10.810 2009 7 -true 2 2 2 20 2.2 20.2 2062 07/26/09 2 2009-07-26T10:12:11.260 2009 7 -true 2 2 2 20 2.2 20.2 2072 07/27/09 2 2009-07-27T10:22:11.710 2009 7 -true 2 2 2 20 2.2 20.2 2082 07/28/09 2 2009-07-28T10:32:12.160 2009 7 -true 2 2 2 20 2.2 20.2 2092 07/29/09 2 2009-07-29T10:42:12.610 2009 7 -true 2 2 2 20 2.2 20.2 2102 07/30/09 2 2009-07-30T10:52:13.600 2009 7 -true 2 2 2 20 2.2 20.2 2112 07/31/09 2 2009-07-31T11:02:13.510 2009 7 -true 2 2 2 20 2.2 20.2 212 01/22/09 2 2009-01-22T10:32:09.460 2009 1 -true 2 2 2 20 2.2 20.2 2122 08/01/09 2 2009-08-01T06:02:00.100 2009 8 -true 2 2 2 20 2.2 20.2 2132 08/02/09 2 2009-08-02T06:12:00.460 2009 8 -true 2 2 2 20 2.2 20.2 2142 08/03/09 2 2009-08-03T06:22:00.910 2009 8 -true 2 2 2 20 2.2 20.2 2152 08/04/09 2 2009-08-04T06:32:01.360 2009 8 -true 2 2 2 20 2.2 20.2 2162 08/05/09 2 2009-08-05T06:42:01.810 2009 8 -true 2 2 2 20 2.2 20.2 2172 08/06/09 2 2009-08-06T06:52:02.260 2009 8 -true 2 2 2 20 2.2 20.2 2182 08/07/09 2 2009-08-07T07:02:02.710 2009 8 -true 2 2 2 20 2.2 20.2 2192 08/08/09 2 2009-08-08T07:12:03.160 2009 8 -true 2 2 2 20 2.2 20.2 22 01/03/09 2 2009-01-03T07:22:00.910 2009 1 -true 2 2 2 20 2.2 20.2 2202 08/09/09 2 2009-08-09T07:22:03.610 2009 8 -true 2 2 2 20 2.2 20.2 2212 08/10/09 2 2009-08-10T07:32:04.600 2009 8 -true 2 2 2 20 2.2 20.2 222 01/23/09 2 2009-01-23T10:42:09.910 2009 1 -true 2 2 2 20 2.2 20.2 2222 08/11/09 2 2009-08-11T07:42:04.510 2009 8 -true 2 2 2 20 2.2 20.2 2232 08/12/09 2 2009-08-12T07:52:04.960 2009 8 -true 2 2 2 20 2.2 20.2 2242 08/13/09 2 2009-08-13T08:02:05.410 2009 8 -true 2 2 2 20 2.2 20.2 2252 08/14/09 2 2009-08-14T08:12:05.860 2009 8 -true 2 2 2 20 2.2 20.2 2262 08/15/09 2 2009-08-15T08:22:06.310 2009 8 -true 2 2 2 20 2.2 20.2 2272 08/16/09 2 2009-08-16T08:32:06.760 2009 8 -true 2 2 2 20 2.2 20.2 2282 08/17/09 2 2009-08-17T08:42:07.210 2009 8 -true 2 2 2 20 2.2 20.2 2292 08/18/09 2 2009-08-18T08:52:07.660 2009 8 -true 2 2 2 20 2.2 20.2 2302 08/19/09 2 2009-08-19T09:02:08.110 2009 8 -true 2 2 2 20 2.2 20.2 2312 08/20/09 2 2009-08-20T09:12:08.560 2009 8 -true 2 2 2 20 2.2 20.2 232 01/24/09 2 2009-01-24T10:52:10.360 2009 1 -true 2 2 2 20 2.2 20.2 2322 08/21/09 2 2009-08-21T09:22:09.100 2009 8 -true 2 2 2 20 2.2 20.2 2332 08/22/09 2 2009-08-22T09:32:09.460 2009 8 -true 2 2 2 20 2.2 20.2 2342 08/23/09 2 2009-08-23T09:42:09.910 2009 8 -true 2 2 2 20 2.2 20.2 2352 08/24/09 2 2009-08-24T09:52:10.360 2009 8 -true 2 2 2 20 2.2 20.2 2362 08/25/09 2 2009-08-25T10:02:10.810 2009 8 -true 2 2 2 20 2.2 20.2 2372 08/26/09 2 2009-08-26T10:12:11.260 2009 8 -true 2 2 2 20 2.2 20.2 2382 08/27/09 2 2009-08-27T10:22:11.710 2009 8 -true 2 2 2 20 2.2 20.2 2392 08/28/09 2 2009-08-28T10:32:12.160 2009 8 -true 2 2 2 20 2.2 20.2 2402 08/29/09 2 2009-08-29T10:42:12.610 2009 8 -true 2 2 2 20 2.2 20.2 2412 08/30/09 2 2009-08-30T10:52:13.600 2009 8 -true 2 2 2 20 2.2 20.2 242 01/25/09 2 2009-01-25T11:02:10.810 2009 1 -true 2 2 2 20 2.2 20.2 2422 08/31/09 2 2009-08-31T11:02:13.510 2009 8 -true 2 2 2 20 2.2 20.2 2432 09/01/09 2 2009-09-01T06:02:00.100 2009 9 -true 2 2 2 20 2.2 20.2 2442 09/02/09 2 2009-09-02T06:12:00.460 2009 9 -true 2 2 2 20 2.2 20.2 2452 09/03/09 2 2009-09-03T06:22:00.910 2009 9 -true 2 2 2 20 2.2 20.2 2462 09/04/09 2 2009-09-04T06:32:01.360 2009 9 -true 2 2 2 20 2.2 20.2 2472 09/05/09 2 2009-09-05T06:42:01.810 2009 9 -true 2 2 2 20 2.2 20.2 2482 09/06/09 2 2009-09-06T06:52:02.260 2009 9 -true 2 2 2 20 2.2 20.2 2492 09/07/09 2 2009-09-07T07:02:02.710 2009 9 -true 2 2 2 20 2.2 20.2 2502 09/08/09 2 2009-09-08T07:12:03.160 2009 9 -true 2 2 2 20 2.2 20.2 2512 09/09/09 2 2009-09-09T07:22:03.610 2009 9 -true 2 2 2 20 2.2 20.2 252 01/26/09 2 2009-01-26T11:12:11.260 2009 1 -true 2 2 2 20 2.2 20.2 2522 09/10/09 2 2009-09-10T07:32:04.600 2009 9 -true 2 2 2 20 2.2 20.2 2532 09/11/09 2 2009-09-11T07:42:04.510 2009 9 -true 2 2 2 20 2.2 20.2 2542 09/12/09 2 2009-09-12T07:52:04.960 2009 9 -true 2 2 2 20 2.2 20.2 2552 09/13/09 2 2009-09-13T08:02:05.410 2009 9 -true 2 2 2 20 2.2 20.2 2562 09/14/09 2 2009-09-14T08:12:05.860 2009 9 -true 2 2 2 20 2.2 20.2 2572 09/15/09 2 2009-09-15T08:22:06.310 2009 9 -true 2 2 2 20 2.2 20.2 2582 09/16/09 2 2009-09-16T08:32:06.760 2009 9 -true 2 2 2 20 2.2 20.2 2592 09/17/09 2 2009-09-17T08:42:07.210 2009 9 -true 2 2 2 20 2.2 20.2 2602 09/18/09 2 2009-09-18T08:52:07.660 2009 9 -true 2 2 2 20 2.2 20.2 2612 09/19/09 2 2009-09-19T09:02:08.110 2009 9 -true 2 2 2 20 2.2 20.2 262 01/27/09 2 2009-01-27T11:22:11.710 2009 1 -true 2 2 2 20 2.2 20.2 2622 09/20/09 2 2009-09-20T09:12:08.560 2009 9 -true 2 2 2 20 2.2 20.2 2632 09/21/09 2 2009-09-21T09:22:09.100 2009 9 -true 2 2 2 20 2.2 20.2 2642 09/22/09 2 2009-09-22T09:32:09.460 2009 9 -true 2 2 2 20 2.2 20.2 2652 09/23/09 2 2009-09-23T09:42:09.910 2009 9 -true 2 2 2 20 2.2 20.2 2662 09/24/09 2 2009-09-24T09:52:10.360 2009 9 -true 2 2 2 20 2.2 20.2 2672 09/25/09 2 2009-09-25T10:02:10.810 2009 9 -true 2 2 2 20 2.2 20.2 2682 09/26/09 2 2009-09-26T10:12:11.260 2009 9 -true 2 2 2 20 2.2 20.2 2692 09/27/09 2 2009-09-27T10:22:11.710 2009 9 -true 2 2 2 20 2.2 20.2 2702 09/28/09 2 2009-09-28T10:32:12.160 2009 9 -true 2 2 2 20 2.2 20.2 2712 09/29/09 2 2009-09-29T10:42:12.610 2009 9 -true 2 2 2 20 2.2 20.2 272 01/28/09 2 2009-01-28T11:32:12.160 2009 1 -true 2 2 2 20 2.2 20.2 2722 09/30/09 2 2009-09-30T10:52:13.600 2009 9 -true 2 2 2 20 2.2 20.2 2732 10/01/09 2 2009-10-01T06:02:00.100 2009 10 -true 2 2 2 20 2.2 20.2 2742 10/02/09 2 2009-10-02T06:12:00.460 2009 10 -true 2 2 2 20 2.2 20.2 2752 10/03/09 2 2009-10-03T06:22:00.910 2009 10 -true 2 2 2 20 2.2 20.2 2762 10/04/09 2 2009-10-04T06:32:01.360 2009 10 -true 2 2 2 20 2.2 20.2 2772 10/05/09 2 2009-10-05T06:42:01.810 2009 10 -true 2 2 2 20 2.2 20.2 2782 10/06/09 2 2009-10-06T06:52:02.260 2009 10 -true 2 2 2 20 2.2 20.2 2792 10/07/09 2 2009-10-07T07:02:02.710 2009 10 -true 2 2 2 20 2.2 20.2 2802 10/08/09 2 2009-10-08T07:12:03.160 2009 10 -true 2 2 2 20 2.2 20.2 2812 10/09/09 2 2009-10-09T07:22:03.610 2009 10 -true 2 2 2 20 2.2 20.2 282 01/29/09 2 2009-01-29T11:42:12.610 2009 1 -true 2 2 2 20 2.2 20.2 2822 10/10/09 2 2009-10-10T07:32:04.600 2009 10 -true 2 2 2 20 2.2 20.2 2832 10/11/09 2 2009-10-11T07:42:04.510 2009 10 -true 2 2 2 20 2.2 20.2 2842 10/12/09 2 2009-10-12T07:52:04.960 2009 10 -true 2 2 2 20 2.2 20.2 2852 10/13/09 2 2009-10-13T08:02:05.410 2009 10 -true 2 2 2 20 2.2 20.2 2862 10/14/09 2 2009-10-14T08:12:05.860 2009 10 -true 2 2 2 20 2.2 20.2 2872 10/15/09 2 2009-10-15T08:22:06.310 2009 10 -true 2 2 2 20 2.2 20.2 2882 10/16/09 2 2009-10-16T08:32:06.760 2009 10 -true 2 2 2 20 2.2 20.2 2892 10/17/09 2 2009-10-17T08:42:07.210 2009 10 -true 2 2 2 20 2.2 20.2 2902 10/18/09 2 2009-10-18T08:52:07.660 2009 10 -true 2 2 2 20 2.2 20.2 2912 10/19/09 2 2009-10-19T09:02:08.110 2009 10 -true 2 2 2 20 2.2 20.2 292 01/30/09 2 2009-01-30T11:52:13.600 2009 1 -true 2 2 2 20 2.2 20.2 2922 10/20/09 2 2009-10-20T09:12:08.560 2009 10 -true 2 2 2 20 2.2 20.2 2932 10/21/09 2 2009-10-21T09:22:09.100 2009 10 -true 2 2 2 20 2.2 20.2 2942 10/22/09 2 2009-10-22T09:32:09.460 2009 10 -true 2 2 2 20 2.2 20.2 2952 10/23/09 2 2009-10-23T09:42:09.910 2009 10 -true 2 2 2 20 2.2 20.2 2962 10/24/09 2 2009-10-24T09:52:10.360 2009 10 -true 2 2 2 20 2.2 20.2 2972 10/25/09 2 2009-10-25T11:02:10.810 2009 10 -true 2 2 2 20 2.2 20.2 2982 10/26/09 2 2009-10-26T11:12:11.260 2009 10 -true 2 2 2 20 2.2 20.2 2992 10/27/09 2 2009-10-27T11:22:11.710 2009 10 -true 2 2 2 20 2.2 20.2 3002 10/28/09 2 2009-10-28T11:32:12.160 2009 10 -true 2 2 2 20 2.2 20.2 3012 10/29/09 2 2009-10-29T11:42:12.610 2009 10 -true 2 2 2 20 2.2 20.2 302 01/31/09 2 2009-01-31T12:02:13.510 2009 1 -true 2 2 2 20 2.2 20.2 3022 10/30/09 2 2009-10-30T11:52:13.600 2009 10 -true 2 2 2 20 2.2 20.2 3032 10/31/09 2 2009-10-31T12:02:13.510 2009 10 -true 2 2 2 20 2.2 20.2 3042 11/01/09 2 2009-11-01T07:02:00.100 2009 11 -true 2 2 2 20 2.2 20.2 3052 11/02/09 2 2009-11-02T07:12:00.460 2009 11 -true 2 2 2 20 2.2 20.2 3062 11/03/09 2 2009-11-03T07:22:00.910 2009 11 -true 2 2 2 20 2.2 20.2 3072 11/04/09 2 2009-11-04T07:32:01.360 2009 11 -true 2 2 2 20 2.2 20.2 3082 11/05/09 2 2009-11-05T07:42:01.810 2009 11 -true 2 2 2 20 2.2 20.2 3092 11/06/09 2 2009-11-06T07:52:02.260 2009 11 -true 2 2 2 20 2.2 20.2 3102 11/07/09 2 2009-11-07T08:02:02.710 2009 11 -true 2 2 2 20 2.2 20.2 3112 11/08/09 2 2009-11-08T08:12:03.160 2009 11 -true 2 2 2 20 2.2 20.2 312 02/01/09 2 2009-02-01T07:02:00.100 2009 2 -true 2 2 2 20 2.2 20.2 3122 11/09/09 2 2009-11-09T08:22:03.610 2009 11 -true 2 2 2 20 2.2 20.2 3132 11/10/09 2 2009-11-10T08:32:04.600 2009 11 -true 2 2 2 20 2.2 20.2 3142 11/11/09 2 2009-11-11T08:42:04.510 2009 11 -true 2 2 2 20 2.2 20.2 3152 11/12/09 2 2009-11-12T08:52:04.960 2009 11 -true 2 2 2 20 2.2 20.2 3162 11/13/09 2 2009-11-13T09:02:05.410 2009 11 -true 2 2 2 20 2.2 20.2 3172 11/14/09 2 2009-11-14T09:12:05.860 2009 11 -true 2 2 2 20 2.2 20.2 3182 11/15/09 2 2009-11-15T09:22:06.310 2009 11 -true 2 2 2 20 2.2 20.2 3192 11/16/09 2 2009-11-16T09:32:06.760 2009 11 -true 2 2 2 20 2.2 20.2 32 01/04/09 2 2009-01-04T07:32:01.360 2009 1 -true 2 2 2 20 2.2 20.2 3202 11/17/09 2 2009-11-17T09:42:07.210 2009 11 -true 2 2 2 20 2.2 20.2 3212 11/18/09 2 2009-11-18T09:52:07.660 2009 11 -true 2 2 2 20 2.2 20.2 322 02/02/09 2 2009-02-02T07:12:00.460 2009 2 -true 2 2 2 20 2.2 20.2 3222 11/19/09 2 2009-11-19T10:02:08.110 2009 11 -true 2 2 2 20 2.2 20.2 3232 11/20/09 2 2009-11-20T10:12:08.560 2009 11 -true 2 2 2 20 2.2 20.2 3242 11/21/09 2 2009-11-21T10:22:09.100 2009 11 -true 2 2 2 20 2.2 20.2 3252 11/22/09 2 2009-11-22T10:32:09.460 2009 11 -true 2 2 2 20 2.2 20.2 3262 11/23/09 2 2009-11-23T10:42:09.910 2009 11 -true 2 2 2 20 2.2 20.2 3272 11/24/09 2 2009-11-24T10:52:10.360 2009 11 -true 2 2 2 20 2.2 20.2 3282 11/25/09 2 2009-11-25T11:02:10.810 2009 11 -true 2 2 2 20 2.2 20.2 3292 11/26/09 2 2009-11-26T11:12:11.260 2009 11 -true 2 2 2 20 2.2 20.2 3302 11/27/09 2 2009-11-27T11:22:11.710 2009 11 -true 2 2 2 20 2.2 20.2 3312 11/28/09 2 2009-11-28T11:32:12.160 2009 11 -true 2 2 2 20 2.2 20.2 332 02/03/09 2 2009-02-03T07:22:00.910 2009 2 -true 2 2 2 20 2.2 20.2 3322 11/29/09 2 2009-11-29T11:42:12.610 2009 11 -true 2 2 2 20 2.2 20.2 3332 11/30/09 2 2009-11-30T11:52:13.600 2009 11 -true 2 2 2 20 2.2 20.2 3342 12/01/09 2 2009-12-01T07:02:00.100 2009 12 -true 2 2 2 20 2.2 20.2 3352 12/02/09 2 2009-12-02T07:12:00.460 2009 12 -true 2 2 2 20 2.2 20.2 3362 12/03/09 2 2009-12-03T07:22:00.910 2009 12 -true 2 2 2 20 2.2 20.2 3372 12/04/09 2 2009-12-04T07:32:01.360 2009 12 -true 2 2 2 20 2.2 20.2 3382 12/05/09 2 2009-12-05T07:42:01.810 2009 12 -true 2 2 2 20 2.2 20.2 3392 12/06/09 2 2009-12-06T07:52:02.260 2009 12 -true 2 2 2 20 2.2 20.2 3402 12/07/09 2 2009-12-07T08:02:02.710 2009 12 -true 2 2 2 20 2.2 20.2 3412 12/08/09 2 2009-12-08T08:12:03.160 2009 12 -true 2 2 2 20 2.2 20.2 342 02/04/09 2 2009-02-04T07:32:01.360 2009 2 -true 2 2 2 20 2.2 20.2 3422 12/09/09 2 2009-12-09T08:22:03.610 2009 12 -true 2 2 2 20 2.2 20.2 3432 12/10/09 2 2009-12-10T08:32:04.600 2009 12 -true 2 2 2 20 2.2 20.2 3442 12/11/09 2 2009-12-11T08:42:04.510 2009 12 -true 2 2 2 20 2.2 20.2 3452 12/12/09 2 2009-12-12T08:52:04.960 2009 12 -true 2 2 2 20 2.2 20.2 3462 12/13/09 2 2009-12-13T09:02:05.410 2009 12 -true 2 2 2 20 2.2 20.2 3472 12/14/09 2 2009-12-14T09:12:05.860 2009 12 -true 2 2 2 20 2.2 20.2 3482 12/15/09 2 2009-12-15T09:22:06.310 2009 12 -true 2 2 2 20 2.2 20.2 3492 12/16/09 2 2009-12-16T09:32:06.760 2009 12 -true 2 2 2 20 2.2 20.2 3502 12/17/09 2 2009-12-17T09:42:07.210 2009 12 -true 2 2 2 20 2.2 20.2 3512 12/18/09 2 2009-12-18T09:52:07.660 2009 12 -true 2 2 2 20 2.2 20.2 352 02/05/09 2 2009-02-05T07:42:01.810 2009 2 -true 2 2 2 20 2.2 20.2 3522 12/19/09 2 2009-12-19T10:02:08.110 2009 12 -true 2 2 2 20 2.2 20.2 3532 12/20/09 2 2009-12-20T10:12:08.560 2009 12 -true 2 2 2 20 2.2 20.2 3542 12/21/09 2 2009-12-21T10:22:09.100 2009 12 -true 2 2 2 20 2.2 20.2 3552 12/22/09 2 2009-12-22T10:32:09.460 2009 12 -true 2 2 2 20 2.2 20.2 3562 12/23/09 2 2009-12-23T10:42:09.910 2009 12 -true 2 2 2 20 2.2 20.2 3572 12/24/09 2 2009-12-24T10:52:10.360 2009 12 -true 2 2 2 20 2.2 20.2 3582 12/25/09 2 2009-12-25T11:02:10.810 2009 12 -true 2 2 2 20 2.2 20.2 3592 12/26/09 2 2009-12-26T11:12:11.260 2009 12 -true 2 2 2 20 2.2 20.2 3602 12/27/09 2 2009-12-27T11:22:11.710 2009 12 -true 2 2 2 20 2.2 20.2 3612 12/28/09 2 2009-12-28T11:32:12.160 2009 12 -true 2 2 2 20 2.2 20.2 362 02/06/09 2 2009-02-06T07:52:02.260 2009 2 -true 2 2 2 20 2.2 20.2 3622 12/29/09 2 2009-12-29T11:42:12.610 2009 12 -true 2 2 2 20 2.2 20.2 3632 12/30/09 2 2009-12-30T11:52:13.600 2009 12 -true 2 2 2 20 2.2 20.2 3642 12/31/09 2 2009-12-31T12:02:13.510 2009 12 -true 2 2 2 20 2.2 20.2 3652 01/01/10 2 2010-01-01T07:02:00.100 2010 1 -true 2 2 2 20 2.2 20.2 3662 01/02/10 2 2010-01-02T07:12:00.460 2010 1 -true 2 2 2 20 2.2 20.2 3672 01/03/10 2 2010-01-03T07:22:00.910 2010 1 -true 2 2 2 20 2.2 20.2 3682 01/04/10 2 2010-01-04T07:32:01.360 2010 1 -true 2 2 2 20 2.2 20.2 3692 01/05/10 2 2010-01-05T07:42:01.810 2010 1 -true 2 2 2 20 2.2 20.2 3702 01/06/10 2 2010-01-06T07:52:02.260 2010 1 -true 2 2 2 20 2.2 20.2 3712 01/07/10 2 2010-01-07T08:02:02.710 2010 1 -true 2 2 2 20 2.2 20.2 372 02/07/09 2 2009-02-07T08:02:02.710 2009 2 -true 2 2 2 20 2.2 20.2 3722 01/08/10 2 2010-01-08T08:12:03.160 2010 1 -true 2 2 2 20 2.2 20.2 3732 01/09/10 2 2010-01-09T08:22:03.610 2010 1 -true 2 2 2 20 2.2 20.2 3742 01/10/10 2 2010-01-10T08:32:04.600 2010 1 -true 2 2 2 20 2.2 20.2 3752 01/11/10 2 2010-01-11T08:42:04.510 2010 1 -true 2 2 2 20 2.2 20.2 3762 01/12/10 2 2010-01-12T08:52:04.960 2010 1 -true 2 2 2 20 2.2 20.2 3772 01/13/10 2 2010-01-13T09:02:05.410 2010 1 -true 2 2 2 20 2.2 20.2 3782 01/14/10 2 2010-01-14T09:12:05.860 2010 1 -true 2 2 2 20 2.2 20.2 3792 01/15/10 2 2010-01-15T09:22:06.310 2010 1 -true 2 2 2 20 2.2 20.2 3802 01/16/10 2 2010-01-16T09:32:06.760 2010 1 -true 2 2 2 20 2.2 20.2 3812 01/17/10 2 2010-01-17T09:42:07.210 2010 1 -true 2 2 2 20 2.2 20.2 382 02/08/09 2 2009-02-08T08:12:03.160 2009 2 -true 2 2 2 20 2.2 20.2 3822 01/18/10 2 2010-01-18T09:52:07.660 2010 1 -true 2 2 2 20 2.2 20.2 3832 01/19/10 2 2010-01-19T10:02:08.110 2010 1 -true 2 2 2 20 2.2 20.2 3842 01/20/10 2 2010-01-20T10:12:08.560 2010 1 -true 2 2 2 20 2.2 20.2 3852 01/21/10 2 2010-01-21T10:22:09.100 2010 1 -true 2 2 2 20 2.2 20.2 3862 01/22/10 2 2010-01-22T10:32:09.460 2010 1 -true 2 2 2 20 2.2 20.2 3872 01/23/10 2 2010-01-23T10:42:09.910 2010 1 -true 2 2 2 20 2.2 20.2 3882 01/24/10 2 2010-01-24T10:52:10.360 2010 1 -true 2 2 2 20 2.2 20.2 3892 01/25/10 2 2010-01-25T11:02:10.810 2010 1 -true 2 2 2 20 2.2 20.2 3902 01/26/10 2 2010-01-26T11:12:11.260 2010 1 -true 2 2 2 20 2.2 20.2 3912 01/27/10 2 2010-01-27T11:22:11.710 2010 1 -true 2 2 2 20 2.2 20.2 392 02/09/09 2 2009-02-09T08:22:03.610 2009 2 -true 2 2 2 20 2.2 20.2 3922 01/28/10 2 2010-01-28T11:32:12.160 2010 1 -true 2 2 2 20 2.2 20.2 3932 01/29/10 2 2010-01-29T11:42:12.610 2010 1 -true 2 2 2 20 2.2 20.2 3942 01/30/10 2 2010-01-30T11:52:13.600 2010 1 -true 2 2 2 20 2.2 20.2 3952 01/31/10 2 2010-01-31T12:02:13.510 2010 1 -true 2 2 2 20 2.2 20.2 3962 02/01/10 2 2010-02-01T07:02:00.100 2010 2 -true 2 2 2 20 2.2 20.2 3972 02/02/10 2 2010-02-02T07:12:00.460 2010 2 -true 2 2 2 20 2.2 20.2 3982 02/03/10 2 2010-02-03T07:22:00.910 2010 2 -true 2 2 2 20 2.2 20.2 3992 02/04/10 2 2010-02-04T07:32:01.360 2010 2 -true 2 2 2 20 2.2 20.2 4002 02/05/10 2 2010-02-05T07:42:01.810 2010 2 -true 2 2 2 20 2.2 20.2 4012 02/06/10 2 2010-02-06T07:52:02.260 2010 2 -true 2 2 2 20 2.2 20.2 402 02/10/09 2 2009-02-10T08:32:04.600 2009 2 -true 2 2 2 20 2.2 20.2 4022 02/07/10 2 2010-02-07T08:02:02.710 2010 2 -true 2 2 2 20 2.2 20.2 4032 02/08/10 2 2010-02-08T08:12:03.160 2010 2 -true 2 2 2 20 2.2 20.2 4042 02/09/10 2 2010-02-09T08:22:03.610 2010 2 -true 2 2 2 20 2.2 20.2 4052 02/10/10 2 2010-02-10T08:32:04.600 2010 2 -true 2 2 2 20 2.2 20.2 4062 02/11/10 2 2010-02-11T08:42:04.510 2010 2 -true 2 2 2 20 2.2 20.2 4072 02/12/10 2 2010-02-12T08:52:04.960 2010 2 -true 2 2 2 20 2.2 20.2 4082 02/13/10 2 2010-02-13T09:02:05.410 2010 2 -true 2 2 2 20 2.2 20.2 4092 02/14/10 2 2010-02-14T09:12:05.860 2010 2 -true 2 2 2 20 2.2 20.2 4102 02/15/10 2 2010-02-15T09:22:06.310 2010 2 -true 2 2 2 20 2.2 20.2 4112 02/16/10 2 2010-02-16T09:32:06.760 2010 2 -true 2 2 2 20 2.2 20.2 412 02/11/09 2 2009-02-11T08:42:04.510 2009 2 -true 2 2 2 20 2.2 20.2 4122 02/17/10 2 2010-02-17T09:42:07.210 2010 2 -true 2 2 2 20 2.2 20.2 4132 02/18/10 2 2010-02-18T09:52:07.660 2010 2 -true 2 2 2 20 2.2 20.2 4142 02/19/10 2 2010-02-19T10:02:08.110 2010 2 -true 2 2 2 20 2.2 20.2 4152 02/20/10 2 2010-02-20T10:12:08.560 2010 2 -true 2 2 2 20 2.2 20.2 4162 02/21/10 2 2010-02-21T10:22:09.100 2010 2 -true 2 2 2 20 2.2 20.2 4172 02/22/10 2 2010-02-22T10:32:09.460 2010 2 -true 2 2 2 20 2.2 20.2 4182 02/23/10 2 2010-02-23T10:42:09.910 2010 2 -true 2 2 2 20 2.2 20.2 4192 02/24/10 2 2010-02-24T10:52:10.360 2010 2 -true 2 2 2 20 2.2 20.2 42 01/05/09 2 2009-01-05T07:42:01.810 2009 1 -true 2 2 2 20 2.2 20.2 4202 02/25/10 2 2010-02-25T11:02:10.810 2010 2 -true 2 2 2 20 2.2 20.2 4212 02/26/10 2 2010-02-26T11:12:11.260 2010 2 -true 2 2 2 20 2.2 20.2 422 02/12/09 2 2009-02-12T08:52:04.960 2009 2 -true 2 2 2 20 2.2 20.2 4222 02/27/10 2 2010-02-27T11:22:11.710 2010 2 -true 2 2 2 20 2.2 20.2 4232 02/28/10 2 2010-02-28T11:32:12.160 2010 2 -true 2 2 2 20 2.2 20.2 4242 03/01/10 2 2010-03-01T07:02:00.100 2010 3 -true 2 2 2 20 2.2 20.2 4252 03/02/10 2 2010-03-02T07:12:00.460 2010 3 -true 2 2 2 20 2.2 20.2 4262 03/03/10 2 2010-03-03T07:22:00.910 2010 3 -true 2 2 2 20 2.2 20.2 4272 03/04/10 2 2010-03-04T07:32:01.360 2010 3 -true 2 2 2 20 2.2 20.2 4282 03/05/10 2 2010-03-05T07:42:01.810 2010 3 -true 2 2 2 20 2.2 20.2 4292 03/06/10 2 2010-03-06T07:52:02.260 2010 3 -true 2 2 2 20 2.2 20.2 4302 03/07/10 2 2010-03-07T08:02:02.710 2010 3 -true 2 2 2 20 2.2 20.2 4312 03/08/10 2 2010-03-08T08:12:03.160 2010 3 -true 2 2 2 20 2.2 20.2 432 02/13/09 2 2009-02-13T09:02:05.410 2009 2 -true 2 2 2 20 2.2 20.2 4322 03/09/10 2 2010-03-09T08:22:03.610 2010 3 -true 2 2 2 20 2.2 20.2 4332 03/10/10 2 2010-03-10T08:32:04.600 2010 3 -true 2 2 2 20 2.2 20.2 4342 03/11/10 2 2010-03-11T08:42:04.510 2010 3 -true 2 2 2 20 2.2 20.2 4352 03/12/10 2 2010-03-12T08:52:04.960 2010 3 -true 2 2 2 20 2.2 20.2 4362 03/13/10 2 2010-03-13T09:02:05.410 2010 3 -true 2 2 2 20 2.2 20.2 4372 03/14/10 2 2010-03-14T08:12:05.860 2010 3 -true 2 2 2 20 2.2 20.2 4382 03/15/10 2 2010-03-15T08:22:06.310 2010 3 -true 2 2 2 20 2.2 20.2 4392 03/16/10 2 2010-03-16T08:32:06.760 2010 3 -true 2 2 2 20 2.2 20.2 4402 03/17/10 2 2010-03-17T08:42:07.210 2010 3 -true 2 2 2 20 2.2 20.2 4412 03/18/10 2 2010-03-18T08:52:07.660 2010 3 -true 2 2 2 20 2.2 20.2 442 02/14/09 2 2009-02-14T09:12:05.860 2009 2 -true 2 2 2 20 2.2 20.2 4422 03/19/10 2 2010-03-19T09:02:08.110 2010 3 -true 2 2 2 20 2.2 20.2 4432 03/20/10 2 2010-03-20T09:12:08.560 2010 3 -true 2 2 2 20 2.2 20.2 4442 03/21/10 2 2010-03-21T09:22:09.100 2010 3 -true 2 2 2 20 2.2 20.2 4452 03/22/10 2 2010-03-22T09:32:09.460 2010 3 -true 2 2 2 20 2.2 20.2 4462 03/23/10 2 2010-03-23T09:42:09.910 2010 3 -true 2 2 2 20 2.2 20.2 4472 03/24/10 2 2010-03-24T09:52:10.360 2010 3 -true 2 2 2 20 2.2 20.2 4482 03/25/10 2 2010-03-25T10:02:10.810 2010 3 -true 2 2 2 20 2.2 20.2 4492 03/26/10 2 2010-03-26T10:12:11.260 2010 3 -true 2 2 2 20 2.2 20.2 4502 03/27/10 2 2010-03-27T10:22:11.710 2010 3 -true 2 2 2 20 2.2 20.2 4512 03/28/10 2 2010-03-28T09:32:12.160 2010 3 -true 2 2 2 20 2.2 20.2 452 02/15/09 2 2009-02-15T09:22:06.310 2009 2 -true 2 2 2 20 2.2 20.2 4522 03/29/10 2 2010-03-29T09:42:12.610 2010 3 -true 2 2 2 20 2.2 20.2 4532 03/30/10 2 2010-03-30T09:52:13.600 2010 3 -true 2 2 2 20 2.2 20.2 4542 03/31/10 2 2010-03-31T10:02:13.510 2010 3 -true 2 2 2 20 2.2 20.2 4552 04/01/10 2 2010-04-01T06:02:00.100 2010 4 -true 2 2 2 20 2.2 20.2 4562 04/02/10 2 2010-04-02T06:12:00.460 2010 4 -true 2 2 2 20 2.2 20.2 4572 04/03/10 2 2010-04-03T06:22:00.910 2010 4 -true 2 2 2 20 2.2 20.2 4582 04/04/10 2 2010-04-04T06:32:01.360 2010 4 -true 2 2 2 20 2.2 20.2 4592 04/05/10 2 2010-04-05T06:42:01.810 2010 4 -true 2 2 2 20 2.2 20.2 4602 04/06/10 2 2010-04-06T06:52:02.260 2010 4 -true 2 2 2 20 2.2 20.2 4612 04/07/10 2 2010-04-07T07:02:02.710 2010 4 -true 2 2 2 20 2.2 20.2 462 02/16/09 2 2009-02-16T09:32:06.760 2009 2 -true 2 2 2 20 2.2 20.2 4622 04/08/10 2 2010-04-08T07:12:03.160 2010 4 -true 2 2 2 20 2.2 20.2 4632 04/09/10 2 2010-04-09T07:22:03.610 2010 4 -true 2 2 2 20 2.2 20.2 4642 04/10/10 2 2010-04-10T07:32:04.600 2010 4 -true 2 2 2 20 2.2 20.2 4652 04/11/10 2 2010-04-11T07:42:04.510 2010 4 -true 2 2 2 20 2.2 20.2 4662 04/12/10 2 2010-04-12T07:52:04.960 2010 4 -true 2 2 2 20 2.2 20.2 4672 04/13/10 2 2010-04-13T08:02:05.410 2010 4 -true 2 2 2 20 2.2 20.2 4682 04/14/10 2 2010-04-14T08:12:05.860 2010 4 -true 2 2 2 20 2.2 20.2 4692 04/15/10 2 2010-04-15T08:22:06.310 2010 4 -true 2 2 2 20 2.2 20.2 4702 04/16/10 2 2010-04-16T08:32:06.760 2010 4 -true 2 2 2 20 2.2 20.2 4712 04/17/10 2 2010-04-17T08:42:07.210 2010 4 -true 2 2 2 20 2.2 20.2 472 02/17/09 2 2009-02-17T09:42:07.210 2009 2 -true 2 2 2 20 2.2 20.2 4722 04/18/10 2 2010-04-18T08:52:07.660 2010 4 -true 2 2 2 20 2.2 20.2 4732 04/19/10 2 2010-04-19T09:02:08.110 2010 4 -true 2 2 2 20 2.2 20.2 4742 04/20/10 2 2010-04-20T09:12:08.560 2010 4 -true 2 2 2 20 2.2 20.2 4752 04/21/10 2 2010-04-21T09:22:09.100 2010 4 -true 2 2 2 20 2.2 20.2 4762 04/22/10 2 2010-04-22T09:32:09.460 2010 4 -true 2 2 2 20 2.2 20.2 4772 04/23/10 2 2010-04-23T09:42:09.910 2010 4 -true 2 2 2 20 2.2 20.2 4782 04/24/10 2 2010-04-24T09:52:10.360 2010 4 -true 2 2 2 20 2.2 20.2 4792 04/25/10 2 2010-04-25T10:02:10.810 2010 4 -true 2 2 2 20 2.2 20.2 4802 04/26/10 2 2010-04-26T10:12:11.260 2010 4 -true 2 2 2 20 2.2 20.2 4812 04/27/10 2 2010-04-27T10:22:11.710 2010 4 -true 2 2 2 20 2.2 20.2 482 02/18/09 2 2009-02-18T09:52:07.660 2009 2 -true 2 2 2 20 2.2 20.2 4822 04/28/10 2 2010-04-28T10:32:12.160 2010 4 -true 2 2 2 20 2.2 20.2 4832 04/29/10 2 2010-04-29T10:42:12.610 2010 4 -true 2 2 2 20 2.2 20.2 4842 04/30/10 2 2010-04-30T10:52:13.600 2010 4 -true 2 2 2 20 2.2 20.2 4852 05/01/10 2 2010-05-01T06:02:00.100 2010 5 -true 2 2 2 20 2.2 20.2 4862 05/02/10 2 2010-05-02T06:12:00.460 2010 5 -true 2 2 2 20 2.2 20.2 4872 05/03/10 2 2010-05-03T06:22:00.910 2010 5 -true 2 2 2 20 2.2 20.2 4882 05/04/10 2 2010-05-04T06:32:01.360 2010 5 -true 2 2 2 20 2.2 20.2 4892 05/05/10 2 2010-05-05T06:42:01.810 2010 5 -true 2 2 2 20 2.2 20.2 4902 05/06/10 2 2010-05-06T06:52:02.260 2010 5 -true 2 2 2 20 2.2 20.2 4912 05/07/10 2 2010-05-07T07:02:02.710 2010 5 -true 2 2 2 20 2.2 20.2 492 02/19/09 2 2009-02-19T10:02:08.110 2009 2 -true 2 2 2 20 2.2 20.2 4922 05/08/10 2 2010-05-08T07:12:03.160 2010 5 -true 2 2 2 20 2.2 20.2 4932 05/09/10 2 2010-05-09T07:22:03.610 2010 5 -true 2 2 2 20 2.2 20.2 4942 05/10/10 2 2010-05-10T07:32:04.600 2010 5 -true 2 2 2 20 2.2 20.2 4952 05/11/10 2 2010-05-11T07:42:04.510 2010 5 -true 2 2 2 20 2.2 20.2 4962 05/12/10 2 2010-05-12T07:52:04.960 2010 5 -true 2 2 2 20 2.2 20.2 4972 05/13/10 2 2010-05-13T08:02:05.410 2010 5 -true 2 2 2 20 2.2 20.2 4982 05/14/10 2 2010-05-14T08:12:05.860 2010 5 -true 2 2 2 20 2.2 20.2 4992 05/15/10 2 2010-05-15T08:22:06.310 2010 5 -true 2 2 2 20 2.2 20.2 5002 05/16/10 2 2010-05-16T08:32:06.760 2010 5 -true 2 2 2 20 2.2 20.2 5012 05/17/10 2 2010-05-17T08:42:07.210 2010 5 -true 2 2 2 20 2.2 20.2 502 02/20/09 2 2009-02-20T10:12:08.560 2009 2 -true 2 2 2 20 2.2 20.2 5022 05/18/10 2 2010-05-18T08:52:07.660 2010 5 -true 2 2 2 20 2.2 20.2 5032 05/19/10 2 2010-05-19T09:02:08.110 2010 5 -true 2 2 2 20 2.2 20.2 5042 05/20/10 2 2010-05-20T09:12:08.560 2010 5 -true 2 2 2 20 2.2 20.2 5052 05/21/10 2 2010-05-21T09:22:09.100 2010 5 -true 2 2 2 20 2.2 20.2 5062 05/22/10 2 2010-05-22T09:32:09.460 2010 5 -true 2 2 2 20 2.2 20.2 5072 05/23/10 2 2010-05-23T09:42:09.910 2010 5 -true 2 2 2 20 2.2 20.2 5082 05/24/10 2 2010-05-24T09:52:10.360 2010 5 -true 2 2 2 20 2.2 20.2 5092 05/25/10 2 2010-05-25T10:02:10.810 2010 5 -true 2 2 2 20 2.2 20.2 5102 05/26/10 2 2010-05-26T10:12:11.260 2010 5 -true 2 2 2 20 2.2 20.2 5112 05/27/10 2 2010-05-27T10:22:11.710 2010 5 -true 2 2 2 20 2.2 20.2 512 02/21/09 2 2009-02-21T10:22:09.100 2009 2 -true 2 2 2 20 2.2 20.2 5122 05/28/10 2 2010-05-28T10:32:12.160 2010 5 -true 2 2 2 20 2.2 20.2 5132 05/29/10 2 2010-05-29T10:42:12.610 2010 5 -true 2 2 2 20 2.2 20.2 5142 05/30/10 2 2010-05-30T10:52:13.600 2010 5 -true 2 2 2 20 2.2 20.2 5152 05/31/10 2 2010-05-31T11:02:13.510 2010 5 -true 2 2 2 20 2.2 20.2 5162 06/01/10 2 2010-06-01T06:02:00.100 2010 6 -true 2 2 2 20 2.2 20.2 5172 06/02/10 2 2010-06-02T06:12:00.460 2010 6 -true 2 2 2 20 2.2 20.2 5182 06/03/10 2 2010-06-03T06:22:00.910 2010 6 -true 2 2 2 20 2.2 20.2 5192 06/04/10 2 2010-06-04T06:32:01.360 2010 6 -true 2 2 2 20 2.2 20.2 52 01/06/09 2 2009-01-06T07:52:02.260 2009 1 -true 2 2 2 20 2.2 20.2 5202 06/05/10 2 2010-06-05T06:42:01.810 2010 6 -true 2 2 2 20 2.2 20.2 5212 06/06/10 2 2010-06-06T06:52:02.260 2010 6 -true 2 2 2 20 2.2 20.2 522 02/22/09 2 2009-02-22T10:32:09.460 2009 2 -true 2 2 2 20 2.2 20.2 5222 06/07/10 2 2010-06-07T07:02:02.710 2010 6 -true 2 2 2 20 2.2 20.2 5232 06/08/10 2 2010-06-08T07:12:03.160 2010 6 -true 2 2 2 20 2.2 20.2 5242 06/09/10 2 2010-06-09T07:22:03.610 2010 6 -true 2 2 2 20 2.2 20.2 5252 06/10/10 2 2010-06-10T07:32:04.600 2010 6 -true 2 2 2 20 2.2 20.2 5262 06/11/10 2 2010-06-11T07:42:04.510 2010 6 -true 2 2 2 20 2.2 20.2 5272 06/12/10 2 2010-06-12T07:52:04.960 2010 6 -true 2 2 2 20 2.2 20.2 5282 06/13/10 2 2010-06-13T08:02:05.410 2010 6 -true 2 2 2 20 2.2 20.2 5292 06/14/10 2 2010-06-14T08:12:05.860 2010 6 -true 2 2 2 20 2.2 20.2 5302 06/15/10 2 2010-06-15T08:22:06.310 2010 6 -true 2 2 2 20 2.2 20.2 5312 06/16/10 2 2010-06-16T08:32:06.760 2010 6 -true 2 2 2 20 2.2 20.2 532 02/23/09 2 2009-02-23T10:42:09.910 2009 2 -true 2 2 2 20 2.2 20.2 5322 06/17/10 2 2010-06-17T08:42:07.210 2010 6 -true 2 2 2 20 2.2 20.2 5332 06/18/10 2 2010-06-18T08:52:07.660 2010 6 -true 2 2 2 20 2.2 20.2 5342 06/19/10 2 2010-06-19T09:02:08.110 2010 6 -true 2 2 2 20 2.2 20.2 5352 06/20/10 2 2010-06-20T09:12:08.560 2010 6 -true 2 2 2 20 2.2 20.2 5362 06/21/10 2 2010-06-21T09:22:09.100 2010 6 -true 2 2 2 20 2.2 20.2 5372 06/22/10 2 2010-06-22T09:32:09.460 2010 6 -true 2 2 2 20 2.2 20.2 5382 06/23/10 2 2010-06-23T09:42:09.910 2010 6 -true 2 2 2 20 2.2 20.2 5392 06/24/10 2 2010-06-24T09:52:10.360 2010 6 -true 2 2 2 20 2.2 20.2 5402 06/25/10 2 2010-06-25T10:02:10.810 2010 6 -true 2 2 2 20 2.2 20.2 5412 06/26/10 2 2010-06-26T10:12:11.260 2010 6 -true 2 2 2 20 2.2 20.2 542 02/24/09 2 2009-02-24T10:52:10.360 2009 2 -true 2 2 2 20 2.2 20.2 5422 06/27/10 2 2010-06-27T10:22:11.710 2010 6 -true 2 2 2 20 2.2 20.2 5432 06/28/10 2 2010-06-28T10:32:12.160 2010 6 -true 2 2 2 20 2.2 20.2 5442 06/29/10 2 2010-06-29T10:42:12.610 2010 6 -true 2 2 2 20 2.2 20.2 5452 06/30/10 2 2010-06-30T10:52:13.600 2010 6 -true 2 2 2 20 2.2 20.2 5462 07/01/10 2 2010-07-01T06:02:00.100 2010 7 -true 2 2 2 20 2.2 20.2 5472 07/02/10 2 2010-07-02T06:12:00.460 2010 7 -true 2 2 2 20 2.2 20.2 5482 07/03/10 2 2010-07-03T06:22:00.910 2010 7 -true 2 2 2 20 2.2 20.2 5492 07/04/10 2 2010-07-04T06:32:01.360 2010 7 -true 2 2 2 20 2.2 20.2 5502 07/05/10 2 2010-07-05T06:42:01.810 2010 7 -true 2 2 2 20 2.2 20.2 5512 07/06/10 2 2010-07-06T06:52:02.260 2010 7 -true 2 2 2 20 2.2 20.2 552 02/25/09 2 2009-02-25T11:02:10.810 2009 2 -true 2 2 2 20 2.2 20.2 5522 07/07/10 2 2010-07-07T07:02:02.710 2010 7 -true 2 2 2 20 2.2 20.2 5532 07/08/10 2 2010-07-08T07:12:03.160 2010 7 -true 2 2 2 20 2.2 20.2 5542 07/09/10 2 2010-07-09T07:22:03.610 2010 7 -true 2 2 2 20 2.2 20.2 5552 07/10/10 2 2010-07-10T07:32:04.600 2010 7 -true 2 2 2 20 2.2 20.2 5562 07/11/10 2 2010-07-11T07:42:04.510 2010 7 -true 2 2 2 20 2.2 20.2 5572 07/12/10 2 2010-07-12T07:52:04.960 2010 7 -true 2 2 2 20 2.2 20.2 5582 07/13/10 2 2010-07-13T08:02:05.410 2010 7 -true 2 2 2 20 2.2 20.2 5592 07/14/10 2 2010-07-14T08:12:05.860 2010 7 -true 2 2 2 20 2.2 20.2 5602 07/15/10 2 2010-07-15T08:22:06.310 2010 7 -true 2 2 2 20 2.2 20.2 5612 07/16/10 2 2010-07-16T08:32:06.760 2010 7 -true 2 2 2 20 2.2 20.2 562 02/26/09 2 2009-02-26T11:12:11.260 2009 2 -true 2 2 2 20 2.2 20.2 5622 07/17/10 2 2010-07-17T08:42:07.210 2010 7 -true 2 2 2 20 2.2 20.2 5632 07/18/10 2 2010-07-18T08:52:07.660 2010 7 -true 2 2 2 20 2.2 20.2 5642 07/19/10 2 2010-07-19T09:02:08.110 2010 7 -true 2 2 2 20 2.2 20.2 5652 07/20/10 2 2010-07-20T09:12:08.560 2010 7 -true 2 2 2 20 2.2 20.2 5662 07/21/10 2 2010-07-21T09:22:09.100 2010 7 -true 2 2 2 20 2.2 20.2 5672 07/22/10 2 2010-07-22T09:32:09.460 2010 7 -true 2 2 2 20 2.2 20.2 5682 07/23/10 2 2010-07-23T09:42:09.910 2010 7 -true 2 2 2 20 2.2 20.2 5692 07/24/10 2 2010-07-24T09:52:10.360 2010 7 -true 2 2 2 20 2.2 20.2 5702 07/25/10 2 2010-07-25T10:02:10.810 2010 7 -true 2 2 2 20 2.2 20.2 5712 07/26/10 2 2010-07-26T10:12:11.260 2010 7 -true 2 2 2 20 2.2 20.2 572 02/27/09 2 2009-02-27T11:22:11.710 2009 2 -true 2 2 2 20 2.2 20.2 5722 07/27/10 2 2010-07-27T10:22:11.710 2010 7 -true 2 2 2 20 2.2 20.2 5732 07/28/10 2 2010-07-28T10:32:12.160 2010 7 -true 2 2 2 20 2.2 20.2 5742 07/29/10 2 2010-07-29T10:42:12.610 2010 7 -true 2 2 2 20 2.2 20.2 5752 07/30/10 2 2010-07-30T10:52:13.600 2010 7 -true 2 2 2 20 2.2 20.2 5762 07/31/10 2 2010-07-31T11:02:13.510 2010 7 -true 2 2 2 20 2.2 20.2 5772 08/01/10 2 2010-08-01T06:02:00.100 2010 8 -true 2 2 2 20 2.2 20.2 5782 08/02/10 2 2010-08-02T06:12:00.460 2010 8 -true 2 2 2 20 2.2 20.2 5792 08/03/10 2 2010-08-03T06:22:00.910 2010 8 -true 2 2 2 20 2.2 20.2 5802 08/04/10 2 2010-08-04T06:32:01.360 2010 8 -true 2 2 2 20 2.2 20.2 5812 08/05/10 2 2010-08-05T06:42:01.810 2010 8 -true 2 2 2 20 2.2 20.2 582 02/28/09 2 2009-02-28T11:32:12.160 2009 2 -true 2 2 2 20 2.2 20.2 5822 08/06/10 2 2010-08-06T06:52:02.260 2010 8 -true 2 2 2 20 2.2 20.2 5832 08/07/10 2 2010-08-07T07:02:02.710 2010 8 -true 2 2 2 20 2.2 20.2 5842 08/08/10 2 2010-08-08T07:12:03.160 2010 8 -true 2 2 2 20 2.2 20.2 5852 08/09/10 2 2010-08-09T07:22:03.610 2010 8 -true 2 2 2 20 2.2 20.2 5862 08/10/10 2 2010-08-10T07:32:04.600 2010 8 -true 2 2 2 20 2.2 20.2 5872 08/11/10 2 2010-08-11T07:42:04.510 2010 8 -true 2 2 2 20 2.2 20.2 5882 08/12/10 2 2010-08-12T07:52:04.960 2010 8 -true 2 2 2 20 2.2 20.2 5892 08/13/10 2 2010-08-13T08:02:05.410 2010 8 -true 2 2 2 20 2.2 20.2 5902 08/14/10 2 2010-08-14T08:12:05.860 2010 8 -true 2 2 2 20 2.2 20.2 5912 08/15/10 2 2010-08-15T08:22:06.310 2010 8 -true 2 2 2 20 2.2 20.2 592 03/01/09 2 2009-03-01T07:02:00.100 2009 3 -true 2 2 2 20 2.2 20.2 5922 08/16/10 2 2010-08-16T08:32:06.760 2010 8 -true 2 2 2 20 2.2 20.2 5932 08/17/10 2 2010-08-17T08:42:07.210 2010 8 -true 2 2 2 20 2.2 20.2 5942 08/18/10 2 2010-08-18T08:52:07.660 2010 8 -true 2 2 2 20 2.2 20.2 5952 08/19/10 2 2010-08-19T09:02:08.110 2010 8 -true 2 2 2 20 2.2 20.2 5962 08/20/10 2 2010-08-20T09:12:08.560 2010 8 -true 2 2 2 20 2.2 20.2 5972 08/21/10 2 2010-08-21T09:22:09.100 2010 8 -true 2 2 2 20 2.2 20.2 5982 08/22/10 2 2010-08-22T09:32:09.460 2010 8 -true 2 2 2 20 2.2 20.2 5992 08/23/10 2 2010-08-23T09:42:09.910 2010 8 -true 2 2 2 20 2.2 20.2 6002 08/24/10 2 2010-08-24T09:52:10.360 2010 8 -true 2 2 2 20 2.2 20.2 6012 08/25/10 2 2010-08-25T10:02:10.810 2010 8 -true 2 2 2 20 2.2 20.2 602 03/02/09 2 2009-03-02T07:12:00.460 2009 3 -true 2 2 2 20 2.2 20.2 6022 08/26/10 2 2010-08-26T10:12:11.260 2010 8 -true 2 2 2 20 2.2 20.2 6032 08/27/10 2 2010-08-27T10:22:11.710 2010 8 -true 2 2 2 20 2.2 20.2 6042 08/28/10 2 2010-08-28T10:32:12.160 2010 8 -true 2 2 2 20 2.2 20.2 6052 08/29/10 2 2010-08-29T10:42:12.610 2010 8 -true 2 2 2 20 2.2 20.2 6062 08/30/10 2 2010-08-30T10:52:13.600 2010 8 -true 2 2 2 20 2.2 20.2 6072 08/31/10 2 2010-08-31T11:02:13.510 2010 8 -true 2 2 2 20 2.2 20.2 6082 09/01/10 2 2010-09-01T06:02:00.100 2010 9 -true 2 2 2 20 2.2 20.2 6092 09/02/10 2 2010-09-02T06:12:00.460 2010 9 -true 2 2 2 20 2.2 20.2 6102 09/03/10 2 2010-09-03T06:22:00.910 2010 9 -true 2 2 2 20 2.2 20.2 6112 09/04/10 2 2010-09-04T06:32:01.360 2010 9 -true 2 2 2 20 2.2 20.2 612 03/03/09 2 2009-03-03T07:22:00.910 2009 3 -true 2 2 2 20 2.2 20.2 6122 09/05/10 2 2010-09-05T06:42:01.810 2010 9 -true 2 2 2 20 2.2 20.2 6132 09/06/10 2 2010-09-06T06:52:02.260 2010 9 -true 2 2 2 20 2.2 20.2 6142 09/07/10 2 2010-09-07T07:02:02.710 2010 9 -true 2 2 2 20 2.2 20.2 6152 09/08/10 2 2010-09-08T07:12:03.160 2010 9 -true 2 2 2 20 2.2 20.2 6162 09/09/10 2 2010-09-09T07:22:03.610 2010 9 -true 2 2 2 20 2.2 20.2 6172 09/10/10 2 2010-09-10T07:32:04.600 2010 9 -true 2 2 2 20 2.2 20.2 6182 09/11/10 2 2010-09-11T07:42:04.510 2010 9 -true 2 2 2 20 2.2 20.2 6192 09/12/10 2 2010-09-12T07:52:04.960 2010 9 -true 2 2 2 20 2.2 20.2 62 01/07/09 2 2009-01-07T08:02:02.710 2009 1 -true 2 2 2 20 2.2 20.2 6202 09/13/10 2 2010-09-13T08:02:05.410 2010 9 -true 2 2 2 20 2.2 20.2 6212 09/14/10 2 2010-09-14T08:12:05.860 2010 9 -true 2 2 2 20 2.2 20.2 622 03/04/09 2 2009-03-04T07:32:01.360 2009 3 -true 2 2 2 20 2.2 20.2 6222 09/15/10 2 2010-09-15T08:22:06.310 2010 9 -true 2 2 2 20 2.2 20.2 6232 09/16/10 2 2010-09-16T08:32:06.760 2010 9 -true 2 2 2 20 2.2 20.2 6242 09/17/10 2 2010-09-17T08:42:07.210 2010 9 -true 2 2 2 20 2.2 20.2 6252 09/18/10 2 2010-09-18T08:52:07.660 2010 9 -true 2 2 2 20 2.2 20.2 6262 09/19/10 2 2010-09-19T09:02:08.110 2010 9 -true 2 2 2 20 2.2 20.2 6272 09/20/10 2 2010-09-20T09:12:08.560 2010 9 -true 2 2 2 20 2.2 20.2 6282 09/21/10 2 2010-09-21T09:22:09.100 2010 9 -true 2 2 2 20 2.2 20.2 6292 09/22/10 2 2010-09-22T09:32:09.460 2010 9 -true 2 2 2 20 2.2 20.2 6302 09/23/10 2 2010-09-23T09:42:09.910 2010 9 -true 2 2 2 20 2.2 20.2 6312 09/24/10 2 2010-09-24T09:52:10.360 2010 9 -true 2 2 2 20 2.2 20.2 632 03/05/09 2 2009-03-05T07:42:01.810 2009 3 -true 2 2 2 20 2.2 20.2 6322 09/25/10 2 2010-09-25T10:02:10.810 2010 9 -true 2 2 2 20 2.2 20.2 6332 09/26/10 2 2010-09-26T10:12:11.260 2010 9 -true 2 2 2 20 2.2 20.2 6342 09/27/10 2 2010-09-27T10:22:11.710 2010 9 -true 2 2 2 20 2.2 20.2 6352 09/28/10 2 2010-09-28T10:32:12.160 2010 9 -true 2 2 2 20 2.2 20.2 6362 09/29/10 2 2010-09-29T10:42:12.610 2010 9 -true 2 2 2 20 2.2 20.2 6372 09/30/10 2 2010-09-30T10:52:13.600 2010 9 -true 2 2 2 20 2.2 20.2 6382 10/01/10 2 2010-10-01T06:02:00.100 2010 10 -true 2 2 2 20 2.2 20.2 6392 10/02/10 2 2010-10-02T06:12:00.460 2010 10 -true 2 2 2 20 2.2 20.2 6402 10/03/10 2 2010-10-03T06:22:00.910 2010 10 -true 2 2 2 20 2.2 20.2 6412 10/04/10 2 2010-10-04T06:32:01.360 2010 10 -true 2 2 2 20 2.2 20.2 642 03/06/09 2 2009-03-06T07:52:02.260 2009 3 -true 2 2 2 20 2.2 20.2 6422 10/05/10 2 2010-10-05T06:42:01.810 2010 10 -true 2 2 2 20 2.2 20.2 6432 10/06/10 2 2010-10-06T06:52:02.260 2010 10 -true 2 2 2 20 2.2 20.2 6442 10/07/10 2 2010-10-07T07:02:02.710 2010 10 -true 2 2 2 20 2.2 20.2 6452 10/08/10 2 2010-10-08T07:12:03.160 2010 10 -true 2 2 2 20 2.2 20.2 6462 10/09/10 2 2010-10-09T07:22:03.610 2010 10 -true 2 2 2 20 2.2 20.2 6472 10/10/10 2 2010-10-10T07:32:04.600 2010 10 -true 2 2 2 20 2.2 20.2 6482 10/11/10 2 2010-10-11T07:42:04.510 2010 10 -true 2 2 2 20 2.2 20.2 6492 10/12/10 2 2010-10-12T07:52:04.960 2010 10 -true 2 2 2 20 2.2 20.2 6502 10/13/10 2 2010-10-13T08:02:05.410 2010 10 -true 2 2 2 20 2.2 20.2 6512 10/14/10 2 2010-10-14T08:12:05.860 2010 10 -true 2 2 2 20 2.2 20.2 652 03/07/09 2 2009-03-07T08:02:02.710 2009 3 -true 2 2 2 20 2.2 20.2 6522 10/15/10 2 2010-10-15T08:22:06.310 2010 10 -true 2 2 2 20 2.2 20.2 6532 10/16/10 2 2010-10-16T08:32:06.760 2010 10 -true 2 2 2 20 2.2 20.2 6542 10/17/10 2 2010-10-17T08:42:07.210 2010 10 -true 2 2 2 20 2.2 20.2 6552 10/18/10 2 2010-10-18T08:52:07.660 2010 10 -true 2 2 2 20 2.2 20.2 6562 10/19/10 2 2010-10-19T09:02:08.110 2010 10 -true 2 2 2 20 2.2 20.2 6572 10/20/10 2 2010-10-20T09:12:08.560 2010 10 -true 2 2 2 20 2.2 20.2 6582 10/21/10 2 2010-10-21T09:22:09.100 2010 10 -true 2 2 2 20 2.2 20.2 6592 10/22/10 2 2010-10-22T09:32:09.460 2010 10 -true 2 2 2 20 2.2 20.2 6602 10/23/10 2 2010-10-23T09:42:09.910 2010 10 -true 2 2 2 20 2.2 20.2 6612 10/24/10 2 2010-10-24T09:52:10.360 2010 10 -true 2 2 2 20 2.2 20.2 662 03/08/09 2 2009-03-08T08:12:03.160 2009 3 -true 2 2 2 20 2.2 20.2 6622 10/25/10 2 2010-10-25T10:02:10.810 2010 10 -true 2 2 2 20 2.2 20.2 6632 10/26/10 2 2010-10-26T10:12:11.260 2010 10 -true 2 2 2 20 2.2 20.2 6642 10/27/10 2 2010-10-27T10:22:11.710 2010 10 -true 2 2 2 20 2.2 20.2 6652 10/28/10 2 2010-10-28T10:32:12.160 2010 10 -true 2 2 2 20 2.2 20.2 6662 10/29/10 2 2010-10-29T10:42:12.610 2010 10 -true 2 2 2 20 2.2 20.2 6672 10/30/10 2 2010-10-30T10:52:13.600 2010 10 -true 2 2 2 20 2.2 20.2 6682 10/31/10 2 2010-10-31T12:02:13.510 2010 10 -true 2 2 2 20 2.2 20.2 6692 11/01/10 2 2010-11-01T07:02:00.100 2010 11 -true 2 2 2 20 2.2 20.2 6702 11/02/10 2 2010-11-02T07:12:00.460 2010 11 -true 2 2 2 20 2.2 20.2 6712 11/03/10 2 2010-11-03T07:22:00.910 2010 11 -true 2 2 2 20 2.2 20.2 672 03/09/09 2 2009-03-09T08:22:03.610 2009 3 -true 2 2 2 20 2.2 20.2 6722 11/04/10 2 2010-11-04T07:32:01.360 2010 11 -true 2 2 2 20 2.2 20.2 6732 11/05/10 2 2010-11-05T07:42:01.810 2010 11 -true 2 2 2 20 2.2 20.2 6742 11/06/10 2 2010-11-06T07:52:02.260 2010 11 -true 2 2 2 20 2.2 20.2 6752 11/07/10 2 2010-11-07T08:02:02.710 2010 11 -true 2 2 2 20 2.2 20.2 6762 11/08/10 2 2010-11-08T08:12:03.160 2010 11 -true 2 2 2 20 2.2 20.2 6772 11/09/10 2 2010-11-09T08:22:03.610 2010 11 -true 2 2 2 20 2.2 20.2 6782 11/10/10 2 2010-11-10T08:32:04.600 2010 11 -true 2 2 2 20 2.2 20.2 6792 11/11/10 2 2010-11-11T08:42:04.510 2010 11 -true 2 2 2 20 2.2 20.2 6802 11/12/10 2 2010-11-12T08:52:04.960 2010 11 -true 2 2 2 20 2.2 20.2 6812 11/13/10 2 2010-11-13T09:02:05.410 2010 11 -true 2 2 2 20 2.2 20.2 682 03/10/09 2 2009-03-10T08:32:04.600 2009 3 -true 2 2 2 20 2.2 20.2 6822 11/14/10 2 2010-11-14T09:12:05.860 2010 11 -true 2 2 2 20 2.2 20.2 6832 11/15/10 2 2010-11-15T09:22:06.310 2010 11 -true 2 2 2 20 2.2 20.2 6842 11/16/10 2 2010-11-16T09:32:06.760 2010 11 -true 2 2 2 20 2.2 20.2 6852 11/17/10 2 2010-11-17T09:42:07.210 2010 11 -true 2 2 2 20 2.2 20.2 6862 11/18/10 2 2010-11-18T09:52:07.660 2010 11 -true 2 2 2 20 2.2 20.2 6872 11/19/10 2 2010-11-19T10:02:08.110 2010 11 -true 2 2 2 20 2.2 20.2 6882 11/20/10 2 2010-11-20T10:12:08.560 2010 11 -true 2 2 2 20 2.2 20.2 6892 11/21/10 2 2010-11-21T10:22:09.100 2010 11 -true 2 2 2 20 2.2 20.2 6902 11/22/10 2 2010-11-22T10:32:09.460 2010 11 -true 2 2 2 20 2.2 20.2 6912 11/23/10 2 2010-11-23T10:42:09.910 2010 11 -true 2 2 2 20 2.2 20.2 692 03/11/09 2 2009-03-11T08:42:04.510 2009 3 -true 2 2 2 20 2.2 20.2 6922 11/24/10 2 2010-11-24T10:52:10.360 2010 11 -true 2 2 2 20 2.2 20.2 6932 11/25/10 2 2010-11-25T11:02:10.810 2010 11 -true 2 2 2 20 2.2 20.2 6942 11/26/10 2 2010-11-26T11:12:11.260 2010 11 -true 2 2 2 20 2.2 20.2 6952 11/27/10 2 2010-11-27T11:22:11.710 2010 11 -true 2 2 2 20 2.2 20.2 6962 11/28/10 2 2010-11-28T11:32:12.160 2010 11 -true 2 2 2 20 2.2 20.2 6972 11/29/10 2 2010-11-29T11:42:12.610 2010 11 -true 2 2 2 20 2.2 20.2 6982 11/30/10 2 2010-11-30T11:52:13.600 2010 11 -true 2 2 2 20 2.2 20.2 6992 12/01/10 2 2010-12-01T07:02:00.100 2010 12 -true 2 2 2 20 2.2 20.2 7002 12/02/10 2 2010-12-02T07:12:00.460 2010 12 -true 2 2 2 20 2.2 20.2 7012 12/03/10 2 2010-12-03T07:22:00.910 2010 12 -true 2 2 2 20 2.2 20.2 702 03/12/09 2 2009-03-12T08:52:04.960 2009 3 -true 2 2 2 20 2.2 20.2 7022 12/04/10 2 2010-12-04T07:32:01.360 2010 12 -true 2 2 2 20 2.2 20.2 7032 12/05/10 2 2010-12-05T07:42:01.810 2010 12 -true 2 2 2 20 2.2 20.2 7042 12/06/10 2 2010-12-06T07:52:02.260 2010 12 -true 2 2 2 20 2.2 20.2 7052 12/07/10 2 2010-12-07T08:02:02.710 2010 12 -true 2 2 2 20 2.2 20.2 7062 12/08/10 2 2010-12-08T08:12:03.160 2010 12 -true 2 2 2 20 2.2 20.2 7072 12/09/10 2 2010-12-09T08:22:03.610 2010 12 -true 2 2 2 20 2.2 20.2 7082 12/10/10 2 2010-12-10T08:32:04.600 2010 12 -true 2 2 2 20 2.2 20.2 7092 12/11/10 2 2010-12-11T08:42:04.510 2010 12 -true 2 2 2 20 2.2 20.2 7102 12/12/10 2 2010-12-12T08:52:04.960 2010 12 -true 2 2 2 20 2.2 20.2 7112 12/13/10 2 2010-12-13T09:02:05.410 2010 12 -true 2 2 2 20 2.2 20.2 712 03/13/09 2 2009-03-13T09:02:05.410 2009 3 -true 2 2 2 20 2.2 20.2 7122 12/14/10 2 2010-12-14T09:12:05.860 2010 12 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12 -true 2 2 2 20 2.2 20.2 7252 12/27/10 2 2010-12-27T11:22:11.710 2010 12 -true 2 2 2 20 2.2 20.2 7262 12/28/10 2 2010-12-28T11:32:12.160 2010 12 -true 2 2 2 20 2.2 20.2 7272 12/29/10 2 2010-12-29T11:42:12.610 2010 12 -true 2 2 2 20 2.2 20.2 7282 12/30/10 2 2010-12-30T11:52:13.600 2010 12 -true 2 2 2 20 2.2 20.2 7292 12/31/10 2 2010-12-31T12:02:13.510 2010 12 -true 2 2 2 20 2.2 20.2 732 03/15/09 2 2009-03-15T09:22:06.310 2009 3 -true 2 2 2 20 2.2 20.2 742 03/16/09 2 2009-03-16T09:32:06.760 2009 3 -true 2 2 2 20 2.2 20.2 752 03/17/09 2 2009-03-17T09:42:07.210 2009 3 -true 2 2 2 20 2.2 20.2 762 03/18/09 2 2009-03-18T09:52:07.660 2009 3 -true 2 2 2 20 2.2 20.2 772 03/19/09 2 2009-03-19T10:02:08.110 2009 3 -true 2 2 2 20 2.2 20.2 782 03/20/09 2 2009-03-20T10:12:08.560 2009 3 -true 2 2 2 20 2.2 20.2 792 03/21/09 2 2009-03-21T10:22:09.100 2009 3 -true 2 2 2 20 2.2 20.2 802 03/22/09 2 2009-03-22T10:32:09.460 2009 3 -true 2 2 2 20 2.2 20.2 812 03/23/09 2 2009-03-23T10:42:09.910 2009 3 -true 2 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2010 6 -false 3 3 3 30 3.3 30.3 5433 06/28/10 3 2010-06-28T10:33:12.180 2010 6 -false 3 3 3 30 3.3 30.3 5443 06/29/10 3 2010-06-29T10:43:12.630 2010 6 -false 3 3 3 30 3.3 30.3 5453 06/30/10 3 2010-06-30T10:53:13.800 2010 6 -false 3 3 3 30 3.3 30.3 5463 07/01/10 3 2010-07-01T06:03:00.300 2010 7 -false 3 3 3 30 3.3 30.3 5473 07/02/10 3 2010-07-02T06:13:00.480 2010 7 -false 3 3 3 30 3.3 30.3 5483 07/03/10 3 2010-07-03T06:23:00.930 2010 7 -false 3 3 3 30 3.3 30.3 5493 07/04/10 3 2010-07-04T06:33:01.380 2010 7 -false 3 3 3 30 3.3 30.3 5503 07/05/10 3 2010-07-05T06:43:01.830 2010 7 -false 3 3 3 30 3.3 30.3 5513 07/06/10 3 2010-07-06T06:53:02.280 2010 7 -false 3 3 3 30 3.3 30.3 5523 07/07/10 3 2010-07-07T07:03:02.730 2010 7 -false 3 3 3 30 3.3 30.3 5533 07/08/10 3 2010-07-08T07:13:03.180 2010 7 -false 3 3 3 30 3.3 30.3 5543 07/09/10 3 2010-07-09T07:23:03.630 2010 7 -false 3 3 3 30 3.3 30.3 5553 07/10/10 3 2010-07-10T07:33:04.800 2010 7 -false 3 3 3 30 3.3 30.3 5563 07/11/10 3 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07/19/09 2 2009-07-19T09:02:08.110 2009 7 -true 2 2 2 20 2.2 20.2 2 01/01/09 2 2009-01-01T07:02:00.100 2009 1 -true 2 2 2 20 2.2 20.2 2002 07/20/09 2 2009-07-20T09:12:08.560 2009 7 -true 2 2 2 20 2.2 20.2 2012 07/21/09 2 2009-07-21T09:22:09.100 2009 7 -true 2 2 2 20 2.2 20.2 2022 07/22/09 2 2009-07-22T09:32:09.460 2009 7 -true 2 2 2 20 2.2 20.2 2032 07/23/09 2 2009-07-23T09:42:09.910 2009 7 -true 2 2 2 20 2.2 20.2 2042 07/24/09 2 2009-07-24T09:52:10.360 2009 7 -true 2 2 2 20 2.2 20.2 2052 07/25/09 2 2009-07-25T10:02:10.810 2009 7 -true 2 2 2 20 2.2 20.2 2062 07/26/09 2 2009-07-26T10:12:11.260 2009 7 -true 2 2 2 20 2.2 20.2 2072 07/27/09 2 2009-07-27T10:22:11.710 2009 7 -true 2 2 2 20 2.2 20.2 2082 07/28/09 2 2009-07-28T10:32:12.160 2009 7 -true 2 2 2 20 2.2 20.2 2092 07/29/09 2 2009-07-29T10:42:12.610 2009 7 -true 2 2 2 20 2.2 20.2 2102 07/30/09 2 2009-07-30T10:52:13.600 2009 7 -true 2 2 2 20 2.2 20.2 2112 07/31/09 2 2009-07-31T11:02:13.510 2009 7 -true 2 2 2 20 2.2 20.2 22 01/03/09 2 2009-01-03T07:22:00.910 2009 1 -true 2 2 2 20 2.2 20.2 32 01/04/09 2 2009-01-04T07:32:01.360 2009 1 -true 2 2 2 20 2.2 20.2 3652 01/01/10 2 2010-01-01T07:02:00.100 2010 1 -true 2 2 2 20 2.2 20.2 3662 01/02/10 2 2010-01-02T07:12:00.460 2010 1 -true 2 2 2 20 2.2 20.2 3672 01/03/10 2 2010-01-03T07:22:00.910 2010 1 -true 2 2 2 20 2.2 20.2 3682 01/04/10 2 2010-01-04T07:32:01.360 2010 1 -true 2 2 2 20 2.2 20.2 3692 01/05/10 2 2010-01-05T07:42:01.810 2010 1 -true 2 2 2 20 2.2 20.2 3702 01/06/10 2 2010-01-06T07:52:02.260 2010 1 -true 2 2 2 20 2.2 20.2 3712 01/07/10 2 2010-01-07T08:02:02.710 2010 1 -true 2 2 2 20 2.2 20.2 3722 01/08/10 2 2010-01-08T08:12:03.160 2010 1 -true 2 2 2 20 2.2 20.2 3732 01/09/10 2 2010-01-09T08:22:03.610 2010 1 -true 2 2 2 20 2.2 20.2 3742 01/10/10 2 2010-01-10T08:32:04.600 2010 1 -true 2 2 2 20 2.2 20.2 3752 01/11/10 2 2010-01-11T08:42:04.510 2010 1 -true 2 2 2 20 2.2 20.2 3762 01/12/10 2 2010-01-12T08:52:04.960 2010 1 -true 2 2 2 20 2.2 20.2 3772 01/13/10 2 2010-01-13T09:02:05.410 2010 1 -true 2 2 2 20 2.2 20.2 3782 01/14/10 2 2010-01-14T09:12:05.860 2010 1 -true 2 2 2 20 2.2 20.2 3792 01/15/10 2 2010-01-15T09:22:06.310 2010 1 -true 2 2 2 20 2.2 20.2 3802 01/16/10 2 2010-01-16T09:32:06.760 2010 1 -true 2 2 2 20 2.2 20.2 3812 01/17/10 2 2010-01-17T09:42:07.210 2010 1 -true 2 2 2 20 2.2 20.2 3822 01/18/10 2 2010-01-18T09:52:07.660 2010 1 -true 2 2 2 20 2.2 20.2 3832 01/19/10 2 2010-01-19T10:02:08.110 2010 1 -true 2 2 2 20 2.2 20.2 3842 01/20/10 2 2010-01-20T10:12:08.560 2010 1 -true 2 2 2 20 2.2 20.2 3852 01/21/10 2 2010-01-21T10:22:09.100 2010 1 -true 2 2 2 20 2.2 20.2 3862 01/22/10 2 2010-01-22T10:32:09.460 2010 1 -true 2 2 2 20 2.2 20.2 3872 01/23/10 2 2010-01-23T10:42:09.910 2010 1 -true 2 2 2 20 2.2 20.2 3882 01/24/10 2 2010-01-24T10:52:10.360 2010 1 -true 2 2 2 20 2.2 20.2 3892 01/25/10 2 2010-01-25T11:02:10.810 2010 1 -true 2 2 2 20 2.2 20.2 3902 01/26/10 2 2010-01-26T11:12:11.260 2010 1 -true 2 2 2 20 2.2 20.2 3912 01/27/10 2 2010-01-27T11:22:11.710 2010 1 -true 2 2 2 20 2.2 20.2 3922 01/28/10 2 2010-01-28T11:32:12.160 2010 1 -true 2 2 2 20 2.2 20.2 3932 01/29/10 2 2010-01-29T11:42:12.610 2010 1 -true 2 2 2 20 2.2 20.2 3942 01/30/10 2 2010-01-30T11:52:13.600 2010 1 -true 2 2 2 20 2.2 20.2 3952 01/31/10 2 2010-01-31T12:02:13.510 2010 1 -true 2 2 2 20 2.2 20.2 3962 02/01/10 2 2010-02-01T07:02:00.100 2010 2 -true 2 2 2 20 2.2 20.2 3972 02/02/10 2 2010-02-02T07:12:00.460 2010 2 -true 2 2 2 20 2.2 20.2 3982 02/03/10 2 2010-02-03T07:22:00.910 2010 2 -true 2 2 2 20 2.2 20.2 3992 02/04/10 2 2010-02-04T07:32:01.360 2010 2 -true 2 2 2 20 2.2 20.2 4002 02/05/10 2 2010-02-05T07:42:01.810 2010 2 -true 2 2 2 20 2.2 20.2 4012 02/06/10 2 2010-02-06T07:52:02.260 2010 2 -true 2 2 2 20 2.2 20.2 4022 02/07/10 2 2010-02-07T08:02:02.710 2010 2 -true 2 2 2 20 2.2 20.2 4032 02/08/10 2 2010-02-08T08:12:03.160 2010 2 -true 2 2 2 20 2.2 20.2 4042 02/09/10 2 2010-02-09T08:22:03.610 2010 2 -true 2 2 2 20 2.2 20.2 4052 02/10/10 2 2010-02-10T08:32:04.600 2010 2 -true 2 2 2 20 2.2 20.2 4062 02/11/10 2 2010-02-11T08:42:04.510 2010 2 -true 2 2 2 20 2.2 20.2 4072 02/12/10 2 2010-02-12T08:52:04.960 2010 2 -true 2 2 2 20 2.2 20.2 4082 02/13/10 2 2010-02-13T09:02:05.410 2010 2 -true 2 2 2 20 2.2 20.2 4092 02/14/10 2 2010-02-14T09:12:05.860 2010 2 -true 2 2 2 20 2.2 20.2 4102 02/15/10 2 2010-02-15T09:22:06.310 2010 2 -true 2 2 2 20 2.2 20.2 4112 02/16/10 2 2010-02-16T09:32:06.760 2010 2 -true 2 2 2 20 2.2 20.2 4122 02/17/10 2 2010-02-17T09:42:07.210 2010 2 -true 2 2 2 20 2.2 20.2 4132 02/18/10 2 2010-02-18T09:52:07.660 2010 2 -true 2 2 2 20 2.2 20.2 4142 02/19/10 2 2010-02-19T10:02:08.110 2010 2 -true 2 2 2 20 2.2 20.2 4152 02/20/10 2 2010-02-20T10:12:08.560 2010 2 -true 2 2 2 20 2.2 20.2 4162 02/21/10 2 2010-02-21T10:22:09.100 2010 2 -true 2 2 2 20 2.2 20.2 4172 02/22/10 2 2010-02-22T10:32:09.460 2010 2 -true 2 2 2 20 2.2 20.2 4182 02/23/10 2 2010-02-23T10:42:09.910 2010 2 -true 2 2 2 20 2.2 20.2 4192 02/24/10 2 2010-02-24T10:52:10.360 2010 2 -true 2 2 2 20 2.2 20.2 42 01/05/09 2 2009-01-05T07:42:01.810 2009 1 -true 2 2 2 20 2.2 20.2 4202 02/25/10 2 2010-02-25T11:02:10.810 2010 2 -true 2 2 2 20 2.2 20.2 4212 02/26/10 2 2010-02-26T11:12:11.260 2010 2 -true 2 2 2 20 2.2 20.2 4222 02/27/10 2 2010-02-27T11:22:11.710 2010 2 -true 2 2 2 20 2.2 20.2 4232 02/28/10 2 2010-02-28T11:32:12.160 2010 2 -true 2 2 2 20 2.2 20.2 4242 03/01/10 2 2010-03-01T07:02:00.100 2010 3 -true 2 2 2 20 2.2 20.2 4252 03/02/10 2 2010-03-02T07:12:00.460 2010 3 -true 2 2 2 20 2.2 20.2 4262 03/03/10 2 2010-03-03T07:22:00.910 2010 3 -true 2 2 2 20 2.2 20.2 4272 03/04/10 2 2010-03-04T07:32:01.360 2010 3 -true 2 2 2 20 2.2 20.2 4282 03/05/10 2 2010-03-05T07:42:01.810 2010 3 -true 2 2 2 20 2.2 20.2 4292 03/06/10 2 2010-03-06T07:52:02.260 2010 3 -true 2 2 2 20 2.2 20.2 4302 03/07/10 2 2010-03-07T08:02:02.710 2010 3 -true 2 2 2 20 2.2 20.2 4312 03/08/10 2 2010-03-08T08:12:03.160 2010 3 -true 2 2 2 20 2.2 20.2 4322 03/09/10 2 2010-03-09T08:22:03.610 2010 3 -true 2 2 2 20 2.2 20.2 4332 03/10/10 2 2010-03-10T08:32:04.600 2010 3 -true 2 2 2 20 2.2 20.2 4342 03/11/10 2 2010-03-11T08:42:04.510 2010 3 -true 2 2 2 20 2.2 20.2 4352 03/12/10 2 2010-03-12T08:52:04.960 2010 3 -true 2 2 2 20 2.2 20.2 4362 03/13/10 2 2010-03-13T09:02:05.410 2010 3 -true 2 2 2 20 2.2 20.2 4372 03/14/10 2 2010-03-14T08:12:05.860 2010 3 -true 2 2 2 20 2.2 20.2 4382 03/15/10 2 2010-03-15T08:22:06.310 2010 3 -true 2 2 2 20 2.2 20.2 4392 03/16/10 2 2010-03-16T08:32:06.760 2010 3 -true 2 2 2 20 2.2 20.2 4402 03/17/10 2 2010-03-17T08:42:07.210 2010 3 -true 2 2 2 20 2.2 20.2 4412 03/18/10 2 2010-03-18T08:52:07.660 2010 3 -true 2 2 2 20 2.2 20.2 4422 03/19/10 2 2010-03-19T09:02:08.110 2010 3 -true 2 2 2 20 2.2 20.2 4432 03/20/10 2 2010-03-20T09:12:08.560 2010 3 -true 2 2 2 20 2.2 20.2 4442 03/21/10 2 2010-03-21T09:22:09.100 2010 3 -true 2 2 2 20 2.2 20.2 4452 03/22/10 2 2010-03-22T09:32:09.460 2010 3 -true 2 2 2 20 2.2 20.2 4462 03/23/10 2 2010-03-23T09:42:09.910 2010 3 -true 2 2 2 20 2.2 20.2 4472 03/24/10 2 2010-03-24T09:52:10.360 2010 3 -true 2 2 2 20 2.2 20.2 4482 03/25/10 2 2010-03-25T10:02:10.810 2010 3 -true 2 2 2 20 2.2 20.2 4492 03/26/10 2 2010-03-26T10:12:11.260 2010 3 -true 2 2 2 20 2.2 20.2 4502 03/27/10 2 2010-03-27T10:22:11.710 2010 3 -true 2 2 2 20 2.2 20.2 4512 03/28/10 2 2010-03-28T09:32:12.160 2010 3 -true 2 2 2 20 2.2 20.2 4522 03/29/10 2 2010-03-29T09:42:12.610 2010 3 -true 2 2 2 20 2.2 20.2 4532 03/30/10 2 2010-03-30T09:52:13.600 2010 3 -true 2 2 2 20 2.2 20.2 4542 03/31/10 2 2010-03-31T10:02:13.510 2010 3 -true 2 2 2 20 2.2 20.2 4552 04/01/10 2 2010-04-01T06:02:00.100 2010 4 -true 2 2 2 20 2.2 20.2 4562 04/02/10 2 2010-04-02T06:12:00.460 2010 4 -true 2 2 2 20 2.2 20.2 4572 04/03/10 2 2010-04-03T06:22:00.910 2010 4 -true 2 2 2 20 2.2 20.2 4582 04/04/10 2 2010-04-04T06:32:01.360 2010 4 -true 2 2 2 20 2.2 20.2 4592 04/05/10 2 2010-04-05T06:42:01.810 2010 4 -true 2 2 2 20 2.2 20.2 4602 04/06/10 2 2010-04-06T06:52:02.260 2010 4 -true 2 2 2 20 2.2 20.2 4612 04/07/10 2 2010-04-07T07:02:02.710 2010 4 -true 2 2 2 20 2.2 20.2 4622 04/08/10 2 2010-04-08T07:12:03.160 2010 4 -true 2 2 2 20 2.2 20.2 4632 04/09/10 2 2010-04-09T07:22:03.610 2010 4 -true 2 2 2 20 2.2 20.2 4642 04/10/10 2 2010-04-10T07:32:04.600 2010 4 -true 2 2 2 20 2.2 20.2 4652 04/11/10 2 2010-04-11T07:42:04.510 2010 4 -true 2 2 2 20 2.2 20.2 4662 04/12/10 2 2010-04-12T07:52:04.960 2010 4 -true 2 2 2 20 2.2 20.2 4672 04/13/10 2 2010-04-13T08:02:05.410 2010 4 -true 2 2 2 20 2.2 20.2 4682 04/14/10 2 2010-04-14T08:12:05.860 2010 4 -true 2 2 2 20 2.2 20.2 4692 04/15/10 2 2010-04-15T08:22:06.310 2010 4 -true 2 2 2 20 2.2 20.2 4702 04/16/10 2 2010-04-16T08:32:06.760 2010 4 -true 2 2 2 20 2.2 20.2 4712 04/17/10 2 2010-04-17T08:42:07.210 2010 4 -true 2 2 2 20 2.2 20.2 4722 04/18/10 2 2010-04-18T08:52:07.660 2010 4 -true 2 2 2 20 2.2 20.2 4732 04/19/10 2 2010-04-19T09:02:08.110 2010 4 -true 2 2 2 20 2.2 20.2 4742 04/20/10 2 2010-04-20T09:12:08.560 2010 4 -true 2 2 2 20 2.2 20.2 4752 04/21/10 2 2010-04-21T09:22:09.100 2010 4 -true 2 2 2 20 2.2 20.2 4762 04/22/10 2 2010-04-22T09:32:09.460 2010 4 -true 2 2 2 20 2.2 20.2 4772 04/23/10 2 2010-04-23T09:42:09.910 2010 4 -true 2 2 2 20 2.2 20.2 4782 04/24/10 2 2010-04-24T09:52:10.360 2010 4 -true 2 2 2 20 2.2 20.2 4792 04/25/10 2 2010-04-25T10:02:10.810 2010 4 -true 2 2 2 20 2.2 20.2 4802 04/26/10 2 2010-04-26T10:12:11.260 2010 4 -true 2 2 2 20 2.2 20.2 4812 04/27/10 2 2010-04-27T10:22:11.710 2010 4 -true 2 2 2 20 2.2 20.2 4822 04/28/10 2 2010-04-28T10:32:12.160 2010 4 -true 2 2 2 20 2.2 20.2 4832 04/29/10 2 2010-04-29T10:42:12.610 2010 4 -true 2 2 2 20 2.2 20.2 4842 04/30/10 2 2010-04-30T10:52:13.600 2010 4 -true 2 2 2 20 2.2 20.2 4852 05/01/10 2 2010-05-01T06:02:00.100 2010 5 -true 2 2 2 20 2.2 20.2 4862 05/02/10 2 2010-05-02T06:12:00.460 2010 5 -true 2 2 2 20 2.2 20.2 4872 05/03/10 2 2010-05-03T06:22:00.910 2010 5 -true 2 2 2 20 2.2 20.2 4882 05/04/10 2 2010-05-04T06:32:01.360 2010 5 -true 2 2 2 20 2.2 20.2 4892 05/05/10 2 2010-05-05T06:42:01.810 2010 5 -true 2 2 2 20 2.2 20.2 4902 05/06/10 2 2010-05-06T06:52:02.260 2010 5 -true 2 2 2 20 2.2 20.2 4912 05/07/10 2 2010-05-07T07:02:02.710 2010 5 -true 2 2 2 20 2.2 20.2 4922 05/08/10 2 2010-05-08T07:12:03.160 2010 5 -true 2 2 2 20 2.2 20.2 4932 05/09/10 2 2010-05-09T07:22:03.610 2010 5 -true 2 2 2 20 2.2 20.2 4942 05/10/10 2 2010-05-10T07:32:04.600 2010 5 -true 2 2 2 20 2.2 20.2 4952 05/11/10 2 2010-05-11T07:42:04.510 2010 5 -true 2 2 2 20 2.2 20.2 4962 05/12/10 2 2010-05-12T07:52:04.960 2010 5 -true 2 2 2 20 2.2 20.2 4972 05/13/10 2 2010-05-13T08:02:05.410 2010 5 -true 2 2 2 20 2.2 20.2 4982 05/14/10 2 2010-05-14T08:12:05.860 2010 5 -true 2 2 2 20 2.2 20.2 4992 05/15/10 2 2010-05-15T08:22:06.310 2010 5 -true 2 2 2 20 2.2 20.2 5002 05/16/10 2 2010-05-16T08:32:06.760 2010 5 -true 2 2 2 20 2.2 20.2 5012 05/17/10 2 2010-05-17T08:42:07.210 2010 5 -true 2 2 2 20 2.2 20.2 5022 05/18/10 2 2010-05-18T08:52:07.660 2010 5 -true 2 2 2 20 2.2 20.2 5032 05/19/10 2 2010-05-19T09:02:08.110 2010 5 -true 2 2 2 20 2.2 20.2 5042 05/20/10 2 2010-05-20T09:12:08.560 2010 5 -true 2 2 2 20 2.2 20.2 5052 05/21/10 2 2010-05-21T09:22:09.100 2010 5 -true 2 2 2 20 2.2 20.2 5062 05/22/10 2 2010-05-22T09:32:09.460 2010 5 -true 2 2 2 20 2.2 20.2 5072 05/23/10 2 2010-05-23T09:42:09.910 2010 5 -true 2 2 2 20 2.2 20.2 5082 05/24/10 2 2010-05-24T09:52:10.360 2010 5 -true 2 2 2 20 2.2 20.2 5092 05/25/10 2 2010-05-25T10:02:10.810 2010 5 -true 2 2 2 20 2.2 20.2 5102 05/26/10 2 2010-05-26T10:12:11.260 2010 5 -true 2 2 2 20 2.2 20.2 5112 05/27/10 2 2010-05-27T10:22:11.710 2010 5 -true 2 2 2 20 2.2 20.2 5122 05/28/10 2 2010-05-28T10:32:12.160 2010 5 -true 2 2 2 20 2.2 20.2 5132 05/29/10 2 2010-05-29T10:42:12.610 2010 5 -true 2 2 2 20 2.2 20.2 5142 05/30/10 2 2010-05-30T10:52:13.600 2010 5 -true 2 2 2 20 2.2 20.2 5152 05/31/10 2 2010-05-31T11:02:13.510 2010 5 -true 2 2 2 20 2.2 20.2 5162 06/01/10 2 2010-06-01T06:02:00.100 2010 6 -true 2 2 2 20 2.2 20.2 5172 06/02/10 2 2010-06-02T06:12:00.460 2010 6 -true 2 2 2 20 2.2 20.2 5182 06/03/10 2 2010-06-03T06:22:00.910 2010 6 -true 2 2 2 20 2.2 20.2 5192 06/04/10 2 2010-06-04T06:32:01.360 2010 6 -true 2 2 2 20 2.2 20.2 52 01/06/09 2 2009-01-06T07:52:02.260 2009 1 -true 2 2 2 20 2.2 20.2 5202 06/05/10 2 2010-06-05T06:42:01.810 2010 6 -true 2 2 2 20 2.2 20.2 5212 06/06/10 2 2010-06-06T06:52:02.260 2010 6 -true 2 2 2 20 2.2 20.2 5222 06/07/10 2 2010-06-07T07:02:02.710 2010 6 -true 2 2 2 20 2.2 20.2 5232 06/08/10 2 2010-06-08T07:12:03.160 2010 6 -true 2 2 2 20 2.2 20.2 5242 06/09/10 2 2010-06-09T07:22:03.610 2010 6 -true 2 2 2 20 2.2 20.2 5252 06/10/10 2 2010-06-10T07:32:04.600 2010 6 -true 2 2 2 20 2.2 20.2 5262 06/11/10 2 2010-06-11T07:42:04.510 2010 6 -true 2 2 2 20 2.2 20.2 5272 06/12/10 2 2010-06-12T07:52:04.960 2010 6 -true 2 2 2 20 2.2 20.2 5282 06/13/10 2 2010-06-13T08:02:05.410 2010 6 -true 2 2 2 20 2.2 20.2 5292 06/14/10 2 2010-06-14T08:12:05.860 2010 6 -true 2 2 2 20 2.2 20.2 5302 06/15/10 2 2010-06-15T08:22:06.310 2010 6 -true 2 2 2 20 2.2 20.2 5312 06/16/10 2 2010-06-16T08:32:06.760 2010 6 -true 2 2 2 20 2.2 20.2 5322 06/17/10 2 2010-06-17T08:42:07.210 2010 6 -true 2 2 2 20 2.2 20.2 5332 06/18/10 2 2010-06-18T08:52:07.660 2010 6 -true 2 2 2 20 2.2 20.2 5342 06/19/10 2 2010-06-19T09:02:08.110 2010 6 -true 2 2 2 20 2.2 20.2 5352 06/20/10 2 2010-06-20T09:12:08.560 2010 6 -true 2 2 2 20 2.2 20.2 5362 06/21/10 2 2010-06-21T09:22:09.100 2010 6 -true 2 2 2 20 2.2 20.2 5372 06/22/10 2 2010-06-22T09:32:09.460 2010 6 -true 2 2 2 20 2.2 20.2 5382 06/23/10 2 2010-06-23T09:42:09.910 2010 6 -true 2 2 2 20 2.2 20.2 5392 06/24/10 2 2010-06-24T09:52:10.360 2010 6 -true 2 2 2 20 2.2 20.2 5402 06/25/10 2 2010-06-25T10:02:10.810 2010 6 -true 2 2 2 20 2.2 20.2 5412 06/26/10 2 2010-06-26T10:12:11.260 2010 6 -true 2 2 2 20 2.2 20.2 5422 06/27/10 2 2010-06-27T10:22:11.710 2010 6 -true 2 2 2 20 2.2 20.2 5432 06/28/10 2 2010-06-28T10:32:12.160 2010 6 -true 2 2 2 20 2.2 20.2 5442 06/29/10 2 2010-06-29T10:42:12.610 2010 6 -true 2 2 2 20 2.2 20.2 5452 06/30/10 2 2010-06-30T10:52:13.600 2010 6 -true 2 2 2 20 2.2 20.2 5462 07/01/10 2 2010-07-01T06:02:00.100 2010 7 -true 2 2 2 20 2.2 20.2 5472 07/02/10 2 2010-07-02T06:12:00.460 2010 7 -true 2 2 2 20 2.2 20.2 5482 07/03/10 2 2010-07-03T06:22:00.910 2010 7 -true 2 2 2 20 2.2 20.2 5492 07/04/10 2 2010-07-04T06:32:01.360 2010 7 -true 2 2 2 20 2.2 20.2 5502 07/05/10 2 2010-07-05T06:42:01.810 2010 7 -true 2 2 2 20 2.2 20.2 5512 07/06/10 2 2010-07-06T06:52:02.260 2010 7 -true 2 2 2 20 2.2 20.2 5522 07/07/10 2 2010-07-07T07:02:02.710 2010 7 -true 2 2 2 20 2.2 20.2 5532 07/08/10 2 2010-07-08T07:12:03.160 2010 7 -true 2 2 2 20 2.2 20.2 5542 07/09/10 2 2010-07-09T07:22:03.610 2010 7 -true 2 2 2 20 2.2 20.2 5552 07/10/10 2 2010-07-10T07:32:04.600 2010 7 -true 2 2 2 20 2.2 20.2 5562 07/11/10 2 2010-07-11T07:42:04.510 2010 7 -true 2 2 2 20 2.2 20.2 5572 07/12/10 2 2010-07-12T07:52:04.960 2010 7 -true 2 2 2 20 2.2 20.2 5582 07/13/10 2 2010-07-13T08:02:05.410 2010 7 -true 2 2 2 20 2.2 20.2 5592 07/14/10 2 2010-07-14T08:12:05.860 2010 7 -true 2 2 2 20 2.2 20.2 5602 07/15/10 2 2010-07-15T08:22:06.310 2010 7 -true 2 2 2 20 2.2 20.2 5612 07/16/10 2 2010-07-16T08:32:06.760 2010 7 -true 2 2 2 20 2.2 20.2 5622 07/17/10 2 2010-07-17T08:42:07.210 2010 7 -true 2 2 2 20 2.2 20.2 5632 07/18/10 2 2010-07-18T08:52:07.660 2010 7 -true 2 2 2 20 2.2 20.2 5642 07/19/10 2 2010-07-19T09:02:08.110 2010 7 -true 2 2 2 20 2.2 20.2 5652 07/20/10 2 2010-07-20T09:12:08.560 2010 7 -true 2 2 2 20 2.2 20.2 5662 07/21/10 2 2010-07-21T09:22:09.100 2010 7 -true 2 2 2 20 2.2 20.2 5672 07/22/10 2 2010-07-22T09:32:09.460 2010 7 -true 2 2 2 20 2.2 20.2 5682 07/23/10 2 2010-07-23T09:42:09.910 2010 7 -true 2 2 2 20 2.2 20.2 5692 07/24/10 2 2010-07-24T09:52:10.360 2010 7 -true 2 2 2 20 2.2 20.2 5702 07/25/10 2 2010-07-25T10:02:10.810 2010 7 -true 2 2 2 20 2.2 20.2 5712 07/26/10 2 2010-07-26T10:12:11.260 2010 7 -true 2 2 2 20 2.2 20.2 5722 07/27/10 2 2010-07-27T10:22:11.710 2010 7 -true 2 2 2 20 2.2 20.2 5732 07/28/10 2 2010-07-28T10:32:12.160 2010 7 -true 2 2 2 20 2.2 20.2 5742 07/29/10 2 2010-07-29T10:42:12.610 2010 7 -true 2 2 2 20 2.2 20.2 5752 07/30/10 2 2010-07-30T10:52:13.600 2010 7 -true 2 2 2 20 2.2 20.2 5762 07/31/10 2 2010-07-31T11:02:13.510 2010 7 -true 2 2 2 20 2.2 20.2 5772 08/01/10 2 2010-08-01T06:02:00.100 2010 8 -true 2 2 2 20 2.2 20.2 5782 08/02/10 2 2010-08-02T06:12:00.460 2010 8 -true 2 2 2 20 2.2 20.2 5792 08/03/10 2 2010-08-03T06:22:00.910 2010 8 -true 2 2 2 20 2.2 20.2 5802 08/04/10 2 2010-08-04T06:32:01.360 2010 8 -true 2 2 2 20 2.2 20.2 5812 08/05/10 2 2010-08-05T06:42:01.810 2010 8 -true 2 2 2 20 2.2 20.2 5822 08/06/10 2 2010-08-06T06:52:02.260 2010 8 -true 2 2 2 20 2.2 20.2 5832 08/07/10 2 2010-08-07T07:02:02.710 2010 8 -true 2 2 2 20 2.2 20.2 5842 08/08/10 2 2010-08-08T07:12:03.160 2010 8 -true 2 2 2 20 2.2 20.2 5852 08/09/10 2 2010-08-09T07:22:03.610 2010 8 -true 2 2 2 20 2.2 20.2 5862 08/10/10 2 2010-08-10T07:32:04.600 2010 8 -true 2 2 2 20 2.2 20.2 5872 08/11/10 2 2010-08-11T07:42:04.510 2010 8 -true 2 2 2 20 2.2 20.2 5882 08/12/10 2 2010-08-12T07:52:04.960 2010 8 -true 2 2 2 20 2.2 20.2 5892 08/13/10 2 2010-08-13T08:02:05.410 2010 8 -true 2 2 2 20 2.2 20.2 5902 08/14/10 2 2010-08-14T08:12:05.860 2010 8 -true 2 2 2 20 2.2 20.2 5912 08/15/10 2 2010-08-15T08:22:06.310 2010 8 -true 2 2 2 20 2.2 20.2 5922 08/16/10 2 2010-08-16T08:32:06.760 2010 8 -true 2 2 2 20 2.2 20.2 5932 08/17/10 2 2010-08-17T08:42:07.210 2010 8 -true 2 2 2 20 2.2 20.2 5942 08/18/10 2 2010-08-18T08:52:07.660 2010 8 -true 2 2 2 20 2.2 20.2 5952 08/19/10 2 2010-08-19T09:02:08.110 2010 8 -true 2 2 2 20 2.2 20.2 5962 08/20/10 2 2010-08-20T09:12:08.560 2010 8 -true 2 2 2 20 2.2 20.2 5972 08/21/10 2 2010-08-21T09:22:09.100 2010 8 -true 2 2 2 20 2.2 20.2 5982 08/22/10 2 2010-08-22T09:32:09.460 2010 8 -true 2 2 2 20 2.2 20.2 5992 08/23/10 2 2010-08-23T09:42:09.910 2010 8 -true 2 2 2 20 2.2 20.2 6002 08/24/10 2 2010-08-24T09:52:10.360 2010 8 -true 2 2 2 20 2.2 20.2 6012 08/25/10 2 2010-08-25T10:02:10.810 2010 8 -true 2 2 2 20 2.2 20.2 6022 08/26/10 2 2010-08-26T10:12:11.260 2010 8 -true 2 2 2 20 2.2 20.2 6032 08/27/10 2 2010-08-27T10:22:11.710 2010 8 -true 2 2 2 20 2.2 20.2 6042 08/28/10 2 2010-08-28T10:32:12.160 2010 8 -true 2 2 2 20 2.2 20.2 6052 08/29/10 2 2010-08-29T10:42:12.610 2010 8 -true 2 2 2 20 2.2 20.2 6062 08/30/10 2 2010-08-30T10:52:13.600 2010 8 -true 2 2 2 20 2.2 20.2 6072 08/31/10 2 2010-08-31T11:02:13.510 2010 8 -true 2 2 2 20 2.2 20.2 6082 09/01/10 2 2010-09-01T06:02:00.100 2010 9 -true 2 2 2 20 2.2 20.2 6092 09/02/10 2 2010-09-02T06:12:00.460 2010 9 -true 2 2 2 20 2.2 20.2 6102 09/03/10 2 2010-09-03T06:22:00.910 2010 9 -true 2 2 2 20 2.2 20.2 6112 09/04/10 2 2010-09-04T06:32:01.360 2010 9 -true 2 2 2 20 2.2 20.2 6122 09/05/10 2 2010-09-05T06:42:01.810 2010 9 -true 2 2 2 20 2.2 20.2 6132 09/06/10 2 2010-09-06T06:52:02.260 2010 9 -true 2 2 2 20 2.2 20.2 6142 09/07/10 2 2010-09-07T07:02:02.710 2010 9 -true 2 2 2 20 2.2 20.2 6152 09/08/10 2 2010-09-08T07:12:03.160 2010 9 -true 2 2 2 20 2.2 20.2 6162 09/09/10 2 2010-09-09T07:22:03.610 2010 9 -true 2 2 2 20 2.2 20.2 6172 09/10/10 2 2010-09-10T07:32:04.600 2010 9 -true 2 2 2 20 2.2 20.2 6182 09/11/10 2 2010-09-11T07:42:04.510 2010 9 -true 2 2 2 20 2.2 20.2 6192 09/12/10 2 2010-09-12T07:52:04.960 2010 9 -true 2 2 2 20 2.2 20.2 62 01/07/09 2 2009-01-07T08:02:02.710 2009 1 -true 2 2 2 20 2.2 20.2 6202 09/13/10 2 2010-09-13T08:02:05.410 2010 9 -true 2 2 2 20 2.2 20.2 6212 09/14/10 2 2010-09-14T08:12:05.860 2010 9 -true 2 2 2 20 2.2 20.2 6222 09/15/10 2 2010-09-15T08:22:06.310 2010 9 -true 2 2 2 20 2.2 20.2 6232 09/16/10 2 2010-09-16T08:32:06.760 2010 9 -true 2 2 2 20 2.2 20.2 6242 09/17/10 2 2010-09-17T08:42:07.210 2010 9 -true 2 2 2 20 2.2 20.2 6252 09/18/10 2 2010-09-18T08:52:07.660 2010 9 -true 2 2 2 20 2.2 20.2 6262 09/19/10 2 2010-09-19T09:02:08.110 2010 9 -true 2 2 2 20 2.2 20.2 6272 09/20/10 2 2010-09-20T09:12:08.560 2010 9 -true 2 2 2 20 2.2 20.2 6282 09/21/10 2 2010-09-21T09:22:09.100 2010 9 -true 2 2 2 20 2.2 20.2 6292 09/22/10 2 2010-09-22T09:32:09.460 2010 9 -true 2 2 2 20 2.2 20.2 6302 09/23/10 2 2010-09-23T09:42:09.910 2010 9 -true 2 2 2 20 2.2 20.2 6312 09/24/10 2 2010-09-24T09:52:10.360 2010 9 -true 2 2 2 20 2.2 20.2 6322 09/25/10 2 2010-09-25T10:02:10.810 2010 9 -true 2 2 2 20 2.2 20.2 6332 09/26/10 2 2010-09-26T10:12:11.260 2010 9 -true 2 2 2 20 2.2 20.2 6342 09/27/10 2 2010-09-27T10:22:11.710 2010 9 -true 2 2 2 20 2.2 20.2 6352 09/28/10 2 2010-09-28T10:32:12.160 2010 9 -true 2 2 2 20 2.2 20.2 6362 09/29/10 2 2010-09-29T10:42:12.610 2010 9 -true 2 2 2 20 2.2 20.2 6372 09/30/10 2 2010-09-30T10:52:13.600 2010 9 -true 2 2 2 20 2.2 20.2 6382 10/01/10 2 2010-10-01T06:02:00.100 2010 10 -true 2 2 2 20 2.2 20.2 6392 10/02/10 2 2010-10-02T06:12:00.460 2010 10 -true 2 2 2 20 2.2 20.2 6402 10/03/10 2 2010-10-03T06:22:00.910 2010 10 -true 2 2 2 20 2.2 20.2 6412 10/04/10 2 2010-10-04T06:32:01.360 2010 10 -true 2 2 2 20 2.2 20.2 6422 10/05/10 2 2010-10-05T06:42:01.810 2010 10 -true 2 2 2 20 2.2 20.2 6432 10/06/10 2 2010-10-06T06:52:02.260 2010 10 -true 2 2 2 20 2.2 20.2 6442 10/07/10 2 2010-10-07T07:02:02.710 2010 10 -true 2 2 2 20 2.2 20.2 6452 10/08/10 2 2010-10-08T07:12:03.160 2010 10 -true 2 2 2 20 2.2 20.2 6462 10/09/10 2 2010-10-09T07:22:03.610 2010 10 -true 2 2 2 20 2.2 20.2 6472 10/10/10 2 2010-10-10T07:32:04.600 2010 10 -true 2 2 2 20 2.2 20.2 6482 10/11/10 2 2010-10-11T07:42:04.510 2010 10 -true 2 2 2 20 2.2 20.2 6492 10/12/10 2 2010-10-12T07:52:04.960 2010 10 -true 2 2 2 20 2.2 20.2 6502 10/13/10 2 2010-10-13T08:02:05.410 2010 10 -true 2 2 2 20 2.2 20.2 6512 10/14/10 2 2010-10-14T08:12:05.860 2010 10 -true 2 2 2 20 2.2 20.2 6522 10/15/10 2 2010-10-15T08:22:06.310 2010 10 -true 2 2 2 20 2.2 20.2 6532 10/16/10 2 2010-10-16T08:32:06.760 2010 10 -true 2 2 2 20 2.2 20.2 6542 10/17/10 2 2010-10-17T08:42:07.210 2010 10 -true 2 2 2 20 2.2 20.2 6552 10/18/10 2 2010-10-18T08:52:07.660 2010 10 -true 2 2 2 20 2.2 20.2 6562 10/19/10 2 2010-10-19T09:02:08.110 2010 10 -true 2 2 2 20 2.2 20.2 6572 10/20/10 2 2010-10-20T09:12:08.560 2010 10 -true 2 2 2 20 2.2 20.2 6582 10/21/10 2 2010-10-21T09:22:09.100 2010 10 -true 2 2 2 20 2.2 20.2 6592 10/22/10 2 2010-10-22T09:32:09.460 2010 10 -true 2 2 2 20 2.2 20.2 6602 10/23/10 2 2010-10-23T09:42:09.910 2010 10 -true 2 2 2 20 2.2 20.2 6612 10/24/10 2 2010-10-24T09:52:10.360 2010 10 -true 2 2 2 20 2.2 20.2 6622 10/25/10 2 2010-10-25T10:02:10.810 2010 10 -true 2 2 2 20 2.2 20.2 6632 10/26/10 2 2010-10-26T10:12:11.260 2010 10 -true 2 2 2 20 2.2 20.2 6642 10/27/10 2 2010-10-27T10:22:11.710 2010 10 -true 2 2 2 20 2.2 20.2 6652 10/28/10 2 2010-10-28T10:32:12.160 2010 10 -true 2 2 2 20 2.2 20.2 6662 10/29/10 2 2010-10-29T10:42:12.610 2010 10 -true 2 2 2 20 2.2 20.2 6672 10/30/10 2 2010-10-30T10:52:13.600 2010 10 -true 2 2 2 20 2.2 20.2 6682 10/31/10 2 2010-10-31T12:02:13.510 2010 10 -true 2 2 2 20 2.2 20.2 6692 11/01/10 2 2010-11-01T07:02:00.100 2010 11 -true 2 2 2 20 2.2 20.2 6702 11/02/10 2 2010-11-02T07:12:00.460 2010 11 -true 2 2 2 20 2.2 20.2 6712 11/03/10 2 2010-11-03T07:22:00.910 2010 11 -true 2 2 2 20 2.2 20.2 6722 11/04/10 2 2010-11-04T07:32:01.360 2010 11 -true 2 2 2 20 2.2 20.2 6732 11/05/10 2 2010-11-05T07:42:01.810 2010 11 -true 2 2 2 20 2.2 20.2 6742 11/06/10 2 2010-11-06T07:52:02.260 2010 11 -true 2 2 2 20 2.2 20.2 6752 11/07/10 2 2010-11-07T08:02:02.710 2010 11 -true 2 2 2 20 2.2 20.2 6762 11/08/10 2 2010-11-08T08:12:03.160 2010 11 -true 2 2 2 20 2.2 20.2 6772 11/09/10 2 2010-11-09T08:22:03.610 2010 11 -true 2 2 2 20 2.2 20.2 6782 11/10/10 2 2010-11-10T08:32:04.600 2010 11 -true 2 2 2 20 2.2 20.2 6792 11/11/10 2 2010-11-11T08:42:04.510 2010 11 -true 2 2 2 20 2.2 20.2 6802 11/12/10 2 2010-11-12T08:52:04.960 2010 11 -true 2 2 2 20 2.2 20.2 6812 11/13/10 2 2010-11-13T09:02:05.410 2010 11 -true 2 2 2 20 2.2 20.2 6822 11/14/10 2 2010-11-14T09:12:05.860 2010 11 -true 2 2 2 20 2.2 20.2 6832 11/15/10 2 2010-11-15T09:22:06.310 2010 11 -true 2 2 2 20 2.2 20.2 6842 11/16/10 2 2010-11-16T09:32:06.760 2010 11 -true 2 2 2 20 2.2 20.2 6852 11/17/10 2 2010-11-17T09:42:07.210 2010 11 -true 2 2 2 20 2.2 20.2 6862 11/18/10 2 2010-11-18T09:52:07.660 2010 11 -true 2 2 2 20 2.2 20.2 6872 11/19/10 2 2010-11-19T10:02:08.110 2010 11 -true 2 2 2 20 2.2 20.2 6882 11/20/10 2 2010-11-20T10:12:08.560 2010 11 -true 2 2 2 20 2.2 20.2 6892 11/21/10 2 2010-11-21T10:22:09.100 2010 11 -true 2 2 2 20 2.2 20.2 6902 11/22/10 2 2010-11-22T10:32:09.460 2010 11 -true 2 2 2 20 2.2 20.2 6912 11/23/10 2 2010-11-23T10:42:09.910 2010 11 -true 2 2 2 20 2.2 20.2 6922 11/24/10 2 2010-11-24T10:52:10.360 2010 11 -true 2 2 2 20 2.2 20.2 6932 11/25/10 2 2010-11-25T11:02:10.810 2010 11 -true 2 2 2 20 2.2 20.2 6942 11/26/10 2 2010-11-26T11:12:11.260 2010 11 -true 2 2 2 20 2.2 20.2 6952 11/27/10 2 2010-11-27T11:22:11.710 2010 11 -true 2 2 2 20 2.2 20.2 6962 11/28/10 2 2010-11-28T11:32:12.160 2010 11 -true 2 2 2 20 2.2 20.2 6972 11/29/10 2 2010-11-29T11:42:12.610 2010 11 -true 2 2 2 20 2.2 20.2 6982 11/30/10 2 2010-11-30T11:52:13.600 2010 11 -true 2 2 2 20 2.2 20.2 6992 12/01/10 2 2010-12-01T07:02:00.100 2010 12 -true 2 2 2 20 2.2 20.2 7002 12/02/10 2 2010-12-02T07:12:00.460 2010 12 -true 2 2 2 20 2.2 20.2 7012 12/03/10 2 2010-12-03T07:22:00.910 2010 12 -true 2 2 2 20 2.2 20.2 7022 12/04/10 2 2010-12-04T07:32:01.360 2010 12 -true 2 2 2 20 2.2 20.2 7032 12/05/10 2 2010-12-05T07:42:01.810 2010 12 -true 2 2 2 20 2.2 20.2 7042 12/06/10 2 2010-12-06T07:52:02.260 2010 12 -true 2 2 2 20 2.2 20.2 7052 12/07/10 2 2010-12-07T08:02:02.710 2010 12 -true 2 2 2 20 2.2 20.2 7062 12/08/10 2 2010-12-08T08:12:03.160 2010 12 -true 2 2 2 20 2.2 20.2 7072 12/09/10 2 2010-12-09T08:22:03.610 2010 12 -true 2 2 2 20 2.2 20.2 7082 12/10/10 2 2010-12-10T08:32:04.600 2010 12 -true 2 2 2 20 2.2 20.2 7092 12/11/10 2 2010-12-11T08:42:04.510 2010 12 -true 2 2 2 20 2.2 20.2 7102 12/12/10 2 2010-12-12T08:52:04.960 2010 12 -true 2 2 2 20 2.2 20.2 7112 12/13/10 2 2010-12-13T09:02:05.410 2010 12 -true 2 2 2 20 2.2 20.2 7122 12/14/10 2 2010-12-14T09:12:05.860 2010 12 -true 2 2 2 20 2.2 20.2 7132 12/15/10 2 2010-12-15T09:22:06.310 2010 12 -true 2 2 2 20 2.2 20.2 7142 12/16/10 2 2010-12-16T09:32:06.760 2010 12 -true 2 2 2 20 2.2 20.2 7152 12/17/10 2 2010-12-17T09:42:07.210 2010 12 -true 2 2 2 20 2.2 20.2 7162 12/18/10 2 2010-12-18T09:52:07.660 2010 12 -true 2 2 2 20 2.2 20.2 7172 12/19/10 2 2010-12-19T10:02:08.110 2010 12 -true 2 2 2 20 2.2 20.2 7182 12/20/10 2 2010-12-20T10:12:08.560 2010 12 -true 2 2 2 20 2.2 20.2 7192 12/21/10 2 2010-12-21T10:22:09.100 2010 12 -true 2 2 2 20 2.2 20.2 72 01/08/09 2 2009-01-08T08:12:03.160 2009 1 -true 2 2 2 20 2.2 20.2 7202 12/22/10 2 2010-12-22T10:32:09.460 2010 12 -true 2 2 2 20 2.2 20.2 7212 12/23/10 2 2010-12-23T10:42:09.910 2010 12 -true 2 2 2 20 2.2 20.2 7222 12/24/10 2 2010-12-24T10:52:10.360 2010 12 -true 2 2 2 20 2.2 20.2 7232 12/25/10 2 2010-12-25T11:02:10.810 2010 12 -true 2 2 2 20 2.2 20.2 7242 12/26/10 2 2010-12-26T11:12:11.260 2010 12 -true 2 2 2 20 2.2 20.2 7252 12/27/10 2 2010-12-27T11:22:11.710 2010 12 -true 2 2 2 20 2.2 20.2 7262 12/28/10 2 2010-12-28T11:32:12.160 2010 12 -true 2 2 2 20 2.2 20.2 7272 12/29/10 2 2010-12-29T11:42:12.610 2010 12 -true 2 2 2 20 2.2 20.2 7282 12/30/10 2 2010-12-30T11:52:13.600 2010 12 -true 2 2 2 20 2.2 20.2 7292 12/31/10 2 2010-12-31T12:02:13.510 2010 12 -true 2 2 2 20 2.2 20.2 82 01/09/09 2 2009-01-09T08:22:03.610 2009 1 -true 2 2 2 20 2.2 20.2 92 01/10/09 2 2009-01-10T08:32:04.600 2009 1 -true 4 4 4 40 4.4 40.4 14 01/02/09 4 2009-01-02T07:14:00.510 2009 1 -true 4 4 4 40 4.4 40.4 1814 07/01/09 4 2009-07-01T06:04:00.600 2009 7 -true 4 4 4 40 4.4 40.4 1824 07/02/09 4 2009-07-02T06:14:00.510 2009 7 -true 4 4 4 40 4.4 40.4 1834 07/03/09 4 2009-07-03T06:24:00.960 2009 7 -true 4 4 4 40 4.4 40.4 1844 07/04/09 4 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2010 5 -false 3 3 3 30 3.3 30.3 5113 05/27/10 3 2010-05-27T10:23:11.730 2010 5 -false 3 3 3 30 3.3 30.3 5123 05/28/10 3 2010-05-28T10:33:12.180 2010 5 -false 3 3 3 30 3.3 30.3 5133 05/29/10 3 2010-05-29T10:43:12.630 2010 5 -false 3 3 3 30 3.3 30.3 5143 05/30/10 3 2010-05-30T10:53:13.800 2010 5 -false 3 3 3 30 3.3 30.3 5153 05/31/10 3 2010-05-31T11:03:13.530 2010 5 -false 3 3 3 30 3.3 30.3 5163 06/01/10 3 2010-06-01T06:03:00.300 2010 6 -false 3 3 3 30 3.3 30.3 5173 06/02/10 3 2010-06-02T06:13:00.480 2010 6 -false 3 3 3 30 3.3 30.3 5183 06/03/10 3 2010-06-03T06:23:00.930 2010 6 -false 3 3 3 30 3.3 30.3 5193 06/04/10 3 2010-06-04T06:33:01.380 2010 6 -false 3 3 3 30 3.3 30.3 5203 06/05/10 3 2010-06-05T06:43:01.830 2010 6 -false 3 3 3 30 3.3 30.3 5213 06/06/10 3 2010-06-06T06:53:02.280 2010 6 -false 3 3 3 30 3.3 30.3 5223 06/07/10 3 2010-06-07T07:03:02.730 2010 6 -false 3 3 3 30 3.3 30.3 5233 06/08/10 3 2010-06-08T07:13:03.180 2010 6 -false 3 3 3 30 3.3 30.3 5243 06/09/10 3 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30.3 5523 07/07/10 3 2010-07-07T07:03:02.730 2010 7 -false 3 3 3 30 3.3 30.3 5533 07/08/10 3 2010-07-08T07:13:03.180 2010 7 -false 3 3 3 30 3.3 30.3 5543 07/09/10 3 2010-07-09T07:23:03.630 2010 7 -false 3 3 3 30 3.3 30.3 5553 07/10/10 3 2010-07-10T07:33:04.800 2010 7 -false 3 3 3 30 3.3 30.3 5563 07/11/10 3 2010-07-11T07:43:04.530 2010 7 -false 3 3 3 30 3.3 30.3 5573 07/12/10 3 2010-07-12T07:53:04.980 2010 7 -false 3 3 3 30 3.3 30.3 5583 07/13/10 3 2010-07-13T08:03:05.430 2010 7 -false 3 3 3 30 3.3 30.3 5593 07/14/10 3 2010-07-14T08:13:05.880 2010 7 -false 3 3 3 30 3.3 30.3 5603 07/15/10 3 2010-07-15T08:23:06.330 2010 7 -false 3 3 3 30 3.3 30.3 5613 07/16/10 3 2010-07-16T08:33:06.780 2010 7 -false 3 3 3 30 3.3 30.3 5623 07/17/10 3 2010-07-17T08:43:07.230 2010 7 -false 3 3 3 30 3.3 30.3 5633 07/18/10 3 2010-07-18T08:53:07.680 2010 7 -false 3 3 3 30 3.3 30.3 5643 07/19/10 3 2010-07-19T09:03:08.130 2010 7 -false 3 3 3 30 3.3 30.3 5653 07/20/10 3 2010-07-20T09:13:08.580 2010 7 -false 3 3 3 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02/12/10 2 2010-02-12T08:52:04.960 2010 2 -true 2 2 2 20 2.2 20.2 4082 02/13/10 2 2010-02-13T09:02:05.410 2010 2 -true 2 2 2 20 2.2 20.2 4092 02/14/10 2 2010-02-14T09:12:05.860 2010 2 -true 2 2 2 20 2.2 20.2 4102 02/15/10 2 2010-02-15T09:22:06.310 2010 2 -true 2 2 2 20 2.2 20.2 4112 02/16/10 2 2010-02-16T09:32:06.760 2010 2 -true 2 2 2 20 2.2 20.2 4122 02/17/10 2 2010-02-17T09:42:07.210 2010 2 -true 2 2 2 20 2.2 20.2 4132 02/18/10 2 2010-02-18T09:52:07.660 2010 2 -true 2 2 2 20 2.2 20.2 4142 02/19/10 2 2010-02-19T10:02:08.110 2010 2 -true 2 2 2 20 2.2 20.2 4152 02/20/10 2 2010-02-20T10:12:08.560 2010 2 -true 2 2 2 20 2.2 20.2 4162 02/21/10 2 2010-02-21T10:22:09.100 2010 2 -true 2 2 2 20 2.2 20.2 4172 02/22/10 2 2010-02-22T10:32:09.460 2010 2 -true 2 2 2 20 2.2 20.2 4182 02/23/10 2 2010-02-23T10:42:09.910 2010 2 -true 2 2 2 20 2.2 20.2 4192 02/24/10 2 2010-02-24T10:52:10.360 2010 2 -true 2 2 2 20 2.2 20.2 4202 02/25/10 2 2010-02-25T11:02:10.810 2010 2 -true 2 2 2 20 2.2 20.2 4212 02/26/10 2 2010-02-26T11:12:11.260 2010 2 -true 2 2 2 20 2.2 20.2 4222 02/27/10 2 2010-02-27T11:22:11.710 2010 2 -true 2 2 2 20 2.2 20.2 4232 02/28/10 2 2010-02-28T11:32:12.160 2010 2 -true 2 2 2 20 2.2 20.2 4242 03/01/10 2 2010-03-01T07:02:00.100 2010 3 -true 2 2 2 20 2.2 20.2 4252 03/02/10 2 2010-03-02T07:12:00.460 2010 3 -true 2 2 2 20 2.2 20.2 4262 03/03/10 2 2010-03-03T07:22:00.910 2010 3 -true 2 2 2 20 2.2 20.2 4272 03/04/10 2 2010-03-04T07:32:01.360 2010 3 -true 2 2 2 20 2.2 20.2 4282 03/05/10 2 2010-03-05T07:42:01.810 2010 3 -true 2 2 2 20 2.2 20.2 4292 03/06/10 2 2010-03-06T07:52:02.260 2010 3 -true 2 2 2 20 2.2 20.2 4302 03/07/10 2 2010-03-07T08:02:02.710 2010 3 -true 2 2 2 20 2.2 20.2 4312 03/08/10 2 2010-03-08T08:12:03.160 2010 3 -true 2 2 2 20 2.2 20.2 4322 03/09/10 2 2010-03-09T08:22:03.610 2010 3 -true 2 2 2 20 2.2 20.2 4332 03/10/10 2 2010-03-10T08:32:04.600 2010 3 -true 2 2 2 20 2.2 20.2 4342 03/11/10 2 2010-03-11T08:42:04.510 2010 3 -true 2 2 2 20 2.2 20.2 4352 03/12/10 2 2010-03-12T08:52:04.960 2010 3 -true 2 2 2 20 2.2 20.2 4362 03/13/10 2 2010-03-13T09:02:05.410 2010 3 -true 2 2 2 20 2.2 20.2 4372 03/14/10 2 2010-03-14T08:12:05.860 2010 3 -true 2 2 2 20 2.2 20.2 4382 03/15/10 2 2010-03-15T08:22:06.310 2010 3 -true 2 2 2 20 2.2 20.2 4392 03/16/10 2 2010-03-16T08:32:06.760 2010 3 -true 2 2 2 20 2.2 20.2 4402 03/17/10 2 2010-03-17T08:42:07.210 2010 3 -true 2 2 2 20 2.2 20.2 4412 03/18/10 2 2010-03-18T08:52:07.660 2010 3 -true 2 2 2 20 2.2 20.2 4422 03/19/10 2 2010-03-19T09:02:08.110 2010 3 -true 2 2 2 20 2.2 20.2 4432 03/20/10 2 2010-03-20T09:12:08.560 2010 3 -true 2 2 2 20 2.2 20.2 4442 03/21/10 2 2010-03-21T09:22:09.100 2010 3 -true 2 2 2 20 2.2 20.2 4452 03/22/10 2 2010-03-22T09:32:09.460 2010 3 -true 2 2 2 20 2.2 20.2 4462 03/23/10 2 2010-03-23T09:42:09.910 2010 3 -true 2 2 2 20 2.2 20.2 4472 03/24/10 2 2010-03-24T09:52:10.360 2010 3 -true 2 2 2 20 2.2 20.2 4482 03/25/10 2 2010-03-25T10:02:10.810 2010 3 -true 2 2 2 20 2.2 20.2 4492 03/26/10 2 2010-03-26T10:12:11.260 2010 3 -true 2 2 2 20 2.2 20.2 4502 03/27/10 2 2010-03-27T10:22:11.710 2010 3 -true 2 2 2 20 2.2 20.2 4512 03/28/10 2 2010-03-28T09:32:12.160 2010 3 -true 2 2 2 20 2.2 20.2 4522 03/29/10 2 2010-03-29T09:42:12.610 2010 3 -true 2 2 2 20 2.2 20.2 4532 03/30/10 2 2010-03-30T09:52:13.600 2010 3 -true 2 2 2 20 2.2 20.2 4542 03/31/10 2 2010-03-31T10:02:13.510 2010 3 -true 2 2 2 20 2.2 20.2 4552 04/01/10 2 2010-04-01T06:02:00.100 2010 4 -true 2 2 2 20 2.2 20.2 4562 04/02/10 2 2010-04-02T06:12:00.460 2010 4 -true 2 2 2 20 2.2 20.2 4572 04/03/10 2 2010-04-03T06:22:00.910 2010 4 -true 2 2 2 20 2.2 20.2 4582 04/04/10 2 2010-04-04T06:32:01.360 2010 4 -true 2 2 2 20 2.2 20.2 4592 04/05/10 2 2010-04-05T06:42:01.810 2010 4 -true 2 2 2 20 2.2 20.2 4602 04/06/10 2 2010-04-06T06:52:02.260 2010 4 -true 2 2 2 20 2.2 20.2 4612 04/07/10 2 2010-04-07T07:02:02.710 2010 4 -true 2 2 2 20 2.2 20.2 4622 04/08/10 2 2010-04-08T07:12:03.160 2010 4 -true 2 2 2 20 2.2 20.2 4632 04/09/10 2 2010-04-09T07:22:03.610 2010 4 -true 2 2 2 20 2.2 20.2 4642 04/10/10 2 2010-04-10T07:32:04.600 2010 4 -true 2 2 2 20 2.2 20.2 4652 04/11/10 2 2010-04-11T07:42:04.510 2010 4 -true 2 2 2 20 2.2 20.2 4662 04/12/10 2 2010-04-12T07:52:04.960 2010 4 -true 2 2 2 20 2.2 20.2 4672 04/13/10 2 2010-04-13T08:02:05.410 2010 4 -true 2 2 2 20 2.2 20.2 4682 04/14/10 2 2010-04-14T08:12:05.860 2010 4 -true 2 2 2 20 2.2 20.2 4692 04/15/10 2 2010-04-15T08:22:06.310 2010 4 -true 2 2 2 20 2.2 20.2 4702 04/16/10 2 2010-04-16T08:32:06.760 2010 4 -true 2 2 2 20 2.2 20.2 4712 04/17/10 2 2010-04-17T08:42:07.210 2010 4 -true 2 2 2 20 2.2 20.2 4722 04/18/10 2 2010-04-18T08:52:07.660 2010 4 -true 2 2 2 20 2.2 20.2 4732 04/19/10 2 2010-04-19T09:02:08.110 2010 4 -true 2 2 2 20 2.2 20.2 4742 04/20/10 2 2010-04-20T09:12:08.560 2010 4 -true 2 2 2 20 2.2 20.2 4752 04/21/10 2 2010-04-21T09:22:09.100 2010 4 -true 2 2 2 20 2.2 20.2 4762 04/22/10 2 2010-04-22T09:32:09.460 2010 4 -true 2 2 2 20 2.2 20.2 4772 04/23/10 2 2010-04-23T09:42:09.910 2010 4 -true 2 2 2 20 2.2 20.2 4782 04/24/10 2 2010-04-24T09:52:10.360 2010 4 -true 2 2 2 20 2.2 20.2 4792 04/25/10 2 2010-04-25T10:02:10.810 2010 4 -true 2 2 2 20 2.2 20.2 4802 04/26/10 2 2010-04-26T10:12:11.260 2010 4 -true 2 2 2 20 2.2 20.2 4812 04/27/10 2 2010-04-27T10:22:11.710 2010 4 -true 2 2 2 20 2.2 20.2 4822 04/28/10 2 2010-04-28T10:32:12.160 2010 4 -true 2 2 2 20 2.2 20.2 4832 04/29/10 2 2010-04-29T10:42:12.610 2010 4 -true 2 2 2 20 2.2 20.2 4842 04/30/10 2 2010-04-30T10:52:13.600 2010 4 -true 2 2 2 20 2.2 20.2 4852 05/01/10 2 2010-05-01T06:02:00.100 2010 5 -true 2 2 2 20 2.2 20.2 4862 05/02/10 2 2010-05-02T06:12:00.460 2010 5 -true 2 2 2 20 2.2 20.2 4872 05/03/10 2 2010-05-03T06:22:00.910 2010 5 -true 2 2 2 20 2.2 20.2 4882 05/04/10 2 2010-05-04T06:32:01.360 2010 5 -true 2 2 2 20 2.2 20.2 4892 05/05/10 2 2010-05-05T06:42:01.810 2010 5 -true 2 2 2 20 2.2 20.2 4902 05/06/10 2 2010-05-06T06:52:02.260 2010 5 -true 2 2 2 20 2.2 20.2 4912 05/07/10 2 2010-05-07T07:02:02.710 2010 5 -true 2 2 2 20 2.2 20.2 4922 05/08/10 2 2010-05-08T07:12:03.160 2010 5 -true 2 2 2 20 2.2 20.2 4932 05/09/10 2 2010-05-09T07:22:03.610 2010 5 -true 2 2 2 20 2.2 20.2 4942 05/10/10 2 2010-05-10T07:32:04.600 2010 5 -true 2 2 2 20 2.2 20.2 4952 05/11/10 2 2010-05-11T07:42:04.510 2010 5 -true 2 2 2 20 2.2 20.2 4962 05/12/10 2 2010-05-12T07:52:04.960 2010 5 -true 2 2 2 20 2.2 20.2 4972 05/13/10 2 2010-05-13T08:02:05.410 2010 5 -true 2 2 2 20 2.2 20.2 4982 05/14/10 2 2010-05-14T08:12:05.860 2010 5 -true 2 2 2 20 2.2 20.2 4992 05/15/10 2 2010-05-15T08:22:06.310 2010 5 -true 2 2 2 20 2.2 20.2 5002 05/16/10 2 2010-05-16T08:32:06.760 2010 5 -true 2 2 2 20 2.2 20.2 5012 05/17/10 2 2010-05-17T08:42:07.210 2010 5 -true 2 2 2 20 2.2 20.2 5022 05/18/10 2 2010-05-18T08:52:07.660 2010 5 -true 2 2 2 20 2.2 20.2 5032 05/19/10 2 2010-05-19T09:02:08.110 2010 5 -true 2 2 2 20 2.2 20.2 5042 05/20/10 2 2010-05-20T09:12:08.560 2010 5 -true 2 2 2 20 2.2 20.2 5052 05/21/10 2 2010-05-21T09:22:09.100 2010 5 -true 2 2 2 20 2.2 20.2 5062 05/22/10 2 2010-05-22T09:32:09.460 2010 5 -true 2 2 2 20 2.2 20.2 5072 05/23/10 2 2010-05-23T09:42:09.910 2010 5 -true 2 2 2 20 2.2 20.2 5082 05/24/10 2 2010-05-24T09:52:10.360 2010 5 -true 2 2 2 20 2.2 20.2 5092 05/25/10 2 2010-05-25T10:02:10.810 2010 5 -true 2 2 2 20 2.2 20.2 5102 05/26/10 2 2010-05-26T10:12:11.260 2010 5 -true 2 2 2 20 2.2 20.2 5112 05/27/10 2 2010-05-27T10:22:11.710 2010 5 -true 2 2 2 20 2.2 20.2 5122 05/28/10 2 2010-05-28T10:32:12.160 2010 5 -true 2 2 2 20 2.2 20.2 5132 05/29/10 2 2010-05-29T10:42:12.610 2010 5 -true 2 2 2 20 2.2 20.2 5142 05/30/10 2 2010-05-30T10:52:13.600 2010 5 -true 2 2 2 20 2.2 20.2 5152 05/31/10 2 2010-05-31T11:02:13.510 2010 5 -true 2 2 2 20 2.2 20.2 5162 06/01/10 2 2010-06-01T06:02:00.100 2010 6 -true 2 2 2 20 2.2 20.2 5172 06/02/10 2 2010-06-02T06:12:00.460 2010 6 -true 2 2 2 20 2.2 20.2 5182 06/03/10 2 2010-06-03T06:22:00.910 2010 6 -true 2 2 2 20 2.2 20.2 5192 06/04/10 2 2010-06-04T06:32:01.360 2010 6 -true 2 2 2 20 2.2 20.2 5202 06/05/10 2 2010-06-05T06:42:01.810 2010 6 -true 2 2 2 20 2.2 20.2 5212 06/06/10 2 2010-06-06T06:52:02.260 2010 6 -true 2 2 2 20 2.2 20.2 5222 06/07/10 2 2010-06-07T07:02:02.710 2010 6 -true 2 2 2 20 2.2 20.2 5232 06/08/10 2 2010-06-08T07:12:03.160 2010 6 -true 2 2 2 20 2.2 20.2 5242 06/09/10 2 2010-06-09T07:22:03.610 2010 6 -true 2 2 2 20 2.2 20.2 5252 06/10/10 2 2010-06-10T07:32:04.600 2010 6 -true 2 2 2 20 2.2 20.2 5262 06/11/10 2 2010-06-11T07:42:04.510 2010 6 -true 2 2 2 20 2.2 20.2 5272 06/12/10 2 2010-06-12T07:52:04.960 2010 6 -true 2 2 2 20 2.2 20.2 5282 06/13/10 2 2010-06-13T08:02:05.410 2010 6 -true 2 2 2 20 2.2 20.2 5292 06/14/10 2 2010-06-14T08:12:05.860 2010 6 -true 2 2 2 20 2.2 20.2 5302 06/15/10 2 2010-06-15T08:22:06.310 2010 6 -true 2 2 2 20 2.2 20.2 5312 06/16/10 2 2010-06-16T08:32:06.760 2010 6 -true 2 2 2 20 2.2 20.2 5322 06/17/10 2 2010-06-17T08:42:07.210 2010 6 -true 2 2 2 20 2.2 20.2 5332 06/18/10 2 2010-06-18T08:52:07.660 2010 6 -true 2 2 2 20 2.2 20.2 5342 06/19/10 2 2010-06-19T09:02:08.110 2010 6 -true 2 2 2 20 2.2 20.2 5352 06/20/10 2 2010-06-20T09:12:08.560 2010 6 -true 2 2 2 20 2.2 20.2 5362 06/21/10 2 2010-06-21T09:22:09.100 2010 6 -true 2 2 2 20 2.2 20.2 5372 06/22/10 2 2010-06-22T09:32:09.460 2010 6 -true 2 2 2 20 2.2 20.2 5382 06/23/10 2 2010-06-23T09:42:09.910 2010 6 -true 2 2 2 20 2.2 20.2 5392 06/24/10 2 2010-06-24T09:52:10.360 2010 6 -true 2 2 2 20 2.2 20.2 5402 06/25/10 2 2010-06-25T10:02:10.810 2010 6 -true 2 2 2 20 2.2 20.2 5412 06/26/10 2 2010-06-26T10:12:11.260 2010 6 -true 2 2 2 20 2.2 20.2 5422 06/27/10 2 2010-06-27T10:22:11.710 2010 6 -true 2 2 2 20 2.2 20.2 5432 06/28/10 2 2010-06-28T10:32:12.160 2010 6 -true 2 2 2 20 2.2 20.2 5442 06/29/10 2 2010-06-29T10:42:12.610 2010 6 -true 2 2 2 20 2.2 20.2 5452 06/30/10 2 2010-06-30T10:52:13.600 2010 6 -true 2 2 2 20 2.2 20.2 5462 07/01/10 2 2010-07-01T06:02:00.100 2010 7 -true 2 2 2 20 2.2 20.2 5472 07/02/10 2 2010-07-02T06:12:00.460 2010 7 -true 2 2 2 20 2.2 20.2 5482 07/03/10 2 2010-07-03T06:22:00.910 2010 7 -true 2 2 2 20 2.2 20.2 5492 07/04/10 2 2010-07-04T06:32:01.360 2010 7 -true 2 2 2 20 2.2 20.2 5502 07/05/10 2 2010-07-05T06:42:01.810 2010 7 -true 2 2 2 20 2.2 20.2 5512 07/06/10 2 2010-07-06T06:52:02.260 2010 7 -true 2 2 2 20 2.2 20.2 5522 07/07/10 2 2010-07-07T07:02:02.710 2010 7 -true 2 2 2 20 2.2 20.2 5532 07/08/10 2 2010-07-08T07:12:03.160 2010 7 -true 2 2 2 20 2.2 20.2 5542 07/09/10 2 2010-07-09T07:22:03.610 2010 7 -true 2 2 2 20 2.2 20.2 5552 07/10/10 2 2010-07-10T07:32:04.600 2010 7 -true 2 2 2 20 2.2 20.2 5562 07/11/10 2 2010-07-11T07:42:04.510 2010 7 -true 2 2 2 20 2.2 20.2 5572 07/12/10 2 2010-07-12T07:52:04.960 2010 7 -true 2 2 2 20 2.2 20.2 5582 07/13/10 2 2010-07-13T08:02:05.410 2010 7 -true 2 2 2 20 2.2 20.2 5592 07/14/10 2 2010-07-14T08:12:05.860 2010 7 -true 2 2 2 20 2.2 20.2 5602 07/15/10 2 2010-07-15T08:22:06.310 2010 7 -true 2 2 2 20 2.2 20.2 5612 07/16/10 2 2010-07-16T08:32:06.760 2010 7 -true 2 2 2 20 2.2 20.2 5622 07/17/10 2 2010-07-17T08:42:07.210 2010 7 -true 2 2 2 20 2.2 20.2 5632 07/18/10 2 2010-07-18T08:52:07.660 2010 7 -true 2 2 2 20 2.2 20.2 5642 07/19/10 2 2010-07-19T09:02:08.110 2010 7 -true 2 2 2 20 2.2 20.2 5652 07/20/10 2 2010-07-20T09:12:08.560 2010 7 -true 2 2 2 20 2.2 20.2 5662 07/21/10 2 2010-07-21T09:22:09.100 2010 7 -true 2 2 2 20 2.2 20.2 5672 07/22/10 2 2010-07-22T09:32:09.460 2010 7 -true 2 2 2 20 2.2 20.2 5682 07/23/10 2 2010-07-23T09:42:09.910 2010 7 -true 2 2 2 20 2.2 20.2 5692 07/24/10 2 2010-07-24T09:52:10.360 2010 7 -true 2 2 2 20 2.2 20.2 5702 07/25/10 2 2010-07-25T10:02:10.810 2010 7 -true 2 2 2 20 2.2 20.2 5712 07/26/10 2 2010-07-26T10:12:11.260 2010 7 -true 2 2 2 20 2.2 20.2 5722 07/27/10 2 2010-07-27T10:22:11.710 2010 7 -true 2 2 2 20 2.2 20.2 5732 07/28/10 2 2010-07-28T10:32:12.160 2010 7 -true 2 2 2 20 2.2 20.2 5742 07/29/10 2 2010-07-29T10:42:12.610 2010 7 -true 2 2 2 20 2.2 20.2 5752 07/30/10 2 2010-07-30T10:52:13.600 2010 7 -true 2 2 2 20 2.2 20.2 5762 07/31/10 2 2010-07-31T11:02:13.510 2010 7 -true 2 2 2 20 2.2 20.2 5772 08/01/10 2 2010-08-01T06:02:00.100 2010 8 -true 2 2 2 20 2.2 20.2 5782 08/02/10 2 2010-08-02T06:12:00.460 2010 8 -true 2 2 2 20 2.2 20.2 5792 08/03/10 2 2010-08-03T06:22:00.910 2010 8 -true 2 2 2 20 2.2 20.2 5802 08/04/10 2 2010-08-04T06:32:01.360 2010 8 -true 2 2 2 20 2.2 20.2 5812 08/05/10 2 2010-08-05T06:42:01.810 2010 8 -true 2 2 2 20 2.2 20.2 5822 08/06/10 2 2010-08-06T06:52:02.260 2010 8 -true 2 2 2 20 2.2 20.2 5832 08/07/10 2 2010-08-07T07:02:02.710 2010 8 -true 2 2 2 20 2.2 20.2 5842 08/08/10 2 2010-08-08T07:12:03.160 2010 8 -true 2 2 2 20 2.2 20.2 5852 08/09/10 2 2010-08-09T07:22:03.610 2010 8 -true 2 2 2 20 2.2 20.2 5862 08/10/10 2 2010-08-10T07:32:04.600 2010 8 -true 2 2 2 20 2.2 20.2 5872 08/11/10 2 2010-08-11T07:42:04.510 2010 8 -true 2 2 2 20 2.2 20.2 5882 08/12/10 2 2010-08-12T07:52:04.960 2010 8 -true 2 2 2 20 2.2 20.2 5892 08/13/10 2 2010-08-13T08:02:05.410 2010 8 -true 2 2 2 20 2.2 20.2 5902 08/14/10 2 2010-08-14T08:12:05.860 2010 8 -true 2 2 2 20 2.2 20.2 5912 08/15/10 2 2010-08-15T08:22:06.310 2010 8 -true 2 2 2 20 2.2 20.2 5922 08/16/10 2 2010-08-16T08:32:06.760 2010 8 -true 2 2 2 20 2.2 20.2 5932 08/17/10 2 2010-08-17T08:42:07.210 2010 8 -true 2 2 2 20 2.2 20.2 5942 08/18/10 2 2010-08-18T08:52:07.660 2010 8 -true 2 2 2 20 2.2 20.2 5952 08/19/10 2 2010-08-19T09:02:08.110 2010 8 -true 2 2 2 20 2.2 20.2 5962 08/20/10 2 2010-08-20T09:12:08.560 2010 8 -true 2 2 2 20 2.2 20.2 5972 08/21/10 2 2010-08-21T09:22:09.100 2010 8 -true 2 2 2 20 2.2 20.2 5982 08/22/10 2 2010-08-22T09:32:09.460 2010 8 -true 2 2 2 20 2.2 20.2 5992 08/23/10 2 2010-08-23T09:42:09.910 2010 8 -true 2 2 2 20 2.2 20.2 6002 08/24/10 2 2010-08-24T09:52:10.360 2010 8 -true 2 2 2 20 2.2 20.2 6012 08/25/10 2 2010-08-25T10:02:10.810 2010 8 -true 2 2 2 20 2.2 20.2 6022 08/26/10 2 2010-08-26T10:12:11.260 2010 8 -true 2 2 2 20 2.2 20.2 6032 08/27/10 2 2010-08-27T10:22:11.710 2010 8 -true 2 2 2 20 2.2 20.2 6042 08/28/10 2 2010-08-28T10:32:12.160 2010 8 -true 2 2 2 20 2.2 20.2 6052 08/29/10 2 2010-08-29T10:42:12.610 2010 8 -true 2 2 2 20 2.2 20.2 6062 08/30/10 2 2010-08-30T10:52:13.600 2010 8 -true 2 2 2 20 2.2 20.2 6072 08/31/10 2 2010-08-31T11:02:13.510 2010 8 -true 2 2 2 20 2.2 20.2 6082 09/01/10 2 2010-09-01T06:02:00.100 2010 9 -true 2 2 2 20 2.2 20.2 6092 09/02/10 2 2010-09-02T06:12:00.460 2010 9 -true 2 2 2 20 2.2 20.2 6102 09/03/10 2 2010-09-03T06:22:00.910 2010 9 -true 2 2 2 20 2.2 20.2 6112 09/04/10 2 2010-09-04T06:32:01.360 2010 9 -true 2 2 2 20 2.2 20.2 6122 09/05/10 2 2010-09-05T06:42:01.810 2010 9 -true 2 2 2 20 2.2 20.2 6132 09/06/10 2 2010-09-06T06:52:02.260 2010 9 -true 2 2 2 20 2.2 20.2 6142 09/07/10 2 2010-09-07T07:02:02.710 2010 9 -true 2 2 2 20 2.2 20.2 6152 09/08/10 2 2010-09-08T07:12:03.160 2010 9 -true 2 2 2 20 2.2 20.2 6162 09/09/10 2 2010-09-09T07:22:03.610 2010 9 -true 2 2 2 20 2.2 20.2 6172 09/10/10 2 2010-09-10T07:32:04.600 2010 9 -true 2 2 2 20 2.2 20.2 6182 09/11/10 2 2010-09-11T07:42:04.510 2010 9 -true 2 2 2 20 2.2 20.2 6192 09/12/10 2 2010-09-12T07:52:04.960 2010 9 -true 2 2 2 20 2.2 20.2 6202 09/13/10 2 2010-09-13T08:02:05.410 2010 9 -true 2 2 2 20 2.2 20.2 6212 09/14/10 2 2010-09-14T08:12:05.860 2010 9 -true 2 2 2 20 2.2 20.2 6222 09/15/10 2 2010-09-15T08:22:06.310 2010 9 -true 2 2 2 20 2.2 20.2 6232 09/16/10 2 2010-09-16T08:32:06.760 2010 9 -true 2 2 2 20 2.2 20.2 6242 09/17/10 2 2010-09-17T08:42:07.210 2010 9 -true 2 2 2 20 2.2 20.2 6252 09/18/10 2 2010-09-18T08:52:07.660 2010 9 -true 2 2 2 20 2.2 20.2 6262 09/19/10 2 2010-09-19T09:02:08.110 2010 9 -true 2 2 2 20 2.2 20.2 6272 09/20/10 2 2010-09-20T09:12:08.560 2010 9 -true 2 2 2 20 2.2 20.2 6282 09/21/10 2 2010-09-21T09:22:09.100 2010 9 -true 2 2 2 20 2.2 20.2 6292 09/22/10 2 2010-09-22T09:32:09.460 2010 9 -true 2 2 2 20 2.2 20.2 6302 09/23/10 2 2010-09-23T09:42:09.910 2010 9 -true 2 2 2 20 2.2 20.2 6312 09/24/10 2 2010-09-24T09:52:10.360 2010 9 -true 2 2 2 20 2.2 20.2 6322 09/25/10 2 2010-09-25T10:02:10.810 2010 9 -true 2 2 2 20 2.2 20.2 6332 09/26/10 2 2010-09-26T10:12:11.260 2010 9 -true 2 2 2 20 2.2 20.2 6342 09/27/10 2 2010-09-27T10:22:11.710 2010 9 -true 2 2 2 20 2.2 20.2 6352 09/28/10 2 2010-09-28T10:32:12.160 2010 9 -true 2 2 2 20 2.2 20.2 6362 09/29/10 2 2010-09-29T10:42:12.610 2010 9 -true 2 2 2 20 2.2 20.2 6372 09/30/10 2 2010-09-30T10:52:13.600 2010 9 -true 2 2 2 20 2.2 20.2 6382 10/01/10 2 2010-10-01T06:02:00.100 2010 10 -true 2 2 2 20 2.2 20.2 6392 10/02/10 2 2010-10-02T06:12:00.460 2010 10 -true 2 2 2 20 2.2 20.2 6402 10/03/10 2 2010-10-03T06:22:00.910 2010 10 -true 2 2 2 20 2.2 20.2 6412 10/04/10 2 2010-10-04T06:32:01.360 2010 10 -true 2 2 2 20 2.2 20.2 6422 10/05/10 2 2010-10-05T06:42:01.810 2010 10 -true 2 2 2 20 2.2 20.2 6432 10/06/10 2 2010-10-06T06:52:02.260 2010 10 -true 2 2 2 20 2.2 20.2 6442 10/07/10 2 2010-10-07T07:02:02.710 2010 10 -true 2 2 2 20 2.2 20.2 6452 10/08/10 2 2010-10-08T07:12:03.160 2010 10 -true 2 2 2 20 2.2 20.2 6462 10/09/10 2 2010-10-09T07:22:03.610 2010 10 -true 2 2 2 20 2.2 20.2 6472 10/10/10 2 2010-10-10T07:32:04.600 2010 10 -true 2 2 2 20 2.2 20.2 6482 10/11/10 2 2010-10-11T07:42:04.510 2010 10 -true 2 2 2 20 2.2 20.2 6492 10/12/10 2 2010-10-12T07:52:04.960 2010 10 -true 2 2 2 20 2.2 20.2 6502 10/13/10 2 2010-10-13T08:02:05.410 2010 10 -true 2 2 2 20 2.2 20.2 6512 10/14/10 2 2010-10-14T08:12:05.860 2010 10 -true 2 2 2 20 2.2 20.2 6522 10/15/10 2 2010-10-15T08:22:06.310 2010 10 -true 2 2 2 20 2.2 20.2 6532 10/16/10 2 2010-10-16T08:32:06.760 2010 10 -true 2 2 2 20 2.2 20.2 6542 10/17/10 2 2010-10-17T08:42:07.210 2010 10 -true 2 2 2 20 2.2 20.2 6552 10/18/10 2 2010-10-18T08:52:07.660 2010 10 -true 2 2 2 20 2.2 20.2 6562 10/19/10 2 2010-10-19T09:02:08.110 2010 10 -true 2 2 2 20 2.2 20.2 6572 10/20/10 2 2010-10-20T09:12:08.560 2010 10 -true 2 2 2 20 2.2 20.2 6582 10/21/10 2 2010-10-21T09:22:09.100 2010 10 -true 2 2 2 20 2.2 20.2 6592 10/22/10 2 2010-10-22T09:32:09.460 2010 10 -true 2 2 2 20 2.2 20.2 6602 10/23/10 2 2010-10-23T09:42:09.910 2010 10 -true 2 2 2 20 2.2 20.2 6612 10/24/10 2 2010-10-24T09:52:10.360 2010 10 -true 2 2 2 20 2.2 20.2 6622 10/25/10 2 2010-10-25T10:02:10.810 2010 10 -true 2 2 2 20 2.2 20.2 6632 10/26/10 2 2010-10-26T10:12:11.260 2010 10 -true 2 2 2 20 2.2 20.2 6642 10/27/10 2 2010-10-27T10:22:11.710 2010 10 -true 2 2 2 20 2.2 20.2 6652 10/28/10 2 2010-10-28T10:32:12.160 2010 10 -true 2 2 2 20 2.2 20.2 6662 10/29/10 2 2010-10-29T10:42:12.610 2010 10 -true 2 2 2 20 2.2 20.2 6672 10/30/10 2 2010-10-30T10:52:13.600 2010 10 -true 2 2 2 20 2.2 20.2 6682 10/31/10 2 2010-10-31T12:02:13.510 2010 10 -true 2 2 2 20 2.2 20.2 6692 11/01/10 2 2010-11-01T07:02:00.100 2010 11 -true 2 2 2 20 2.2 20.2 6702 11/02/10 2 2010-11-02T07:12:00.460 2010 11 -true 2 2 2 20 2.2 20.2 6712 11/03/10 2 2010-11-03T07:22:00.910 2010 11 -true 2 2 2 20 2.2 20.2 6722 11/04/10 2 2010-11-04T07:32:01.360 2010 11 -true 2 2 2 20 2.2 20.2 6732 11/05/10 2 2010-11-05T07:42:01.810 2010 11 -true 2 2 2 20 2.2 20.2 6742 11/06/10 2 2010-11-06T07:52:02.260 2010 11 -true 2 2 2 20 2.2 20.2 6752 11/07/10 2 2010-11-07T08:02:02.710 2010 11 -true 2 2 2 20 2.2 20.2 6762 11/08/10 2 2010-11-08T08:12:03.160 2010 11 -true 2 2 2 20 2.2 20.2 6772 11/09/10 2 2010-11-09T08:22:03.610 2010 11 -true 2 2 2 20 2.2 20.2 6782 11/10/10 2 2010-11-10T08:32:04.600 2010 11 -true 2 2 2 20 2.2 20.2 6792 11/11/10 2 2010-11-11T08:42:04.510 2010 11 -true 2 2 2 20 2.2 20.2 6802 11/12/10 2 2010-11-12T08:52:04.960 2010 11 -true 2 2 2 20 2.2 20.2 6812 11/13/10 2 2010-11-13T09:02:05.410 2010 11 -true 2 2 2 20 2.2 20.2 6822 11/14/10 2 2010-11-14T09:12:05.860 2010 11 -true 2 2 2 20 2.2 20.2 6832 11/15/10 2 2010-11-15T09:22:06.310 2010 11 -true 2 2 2 20 2.2 20.2 6842 11/16/10 2 2010-11-16T09:32:06.760 2010 11 -true 2 2 2 20 2.2 20.2 6852 11/17/10 2 2010-11-17T09:42:07.210 2010 11 -true 2 2 2 20 2.2 20.2 6862 11/18/10 2 2010-11-18T09:52:07.660 2010 11 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2010 12 -true 2 2 2 20 2.2 20.2 7012 12/03/10 2 2010-12-03T07:22:00.910 2010 12 -true 2 2 2 20 2.2 20.2 7022 12/04/10 2 2010-12-04T07:32:01.360 2010 12 -true 2 2 2 20 2.2 20.2 7032 12/05/10 2 2010-12-05T07:42:01.810 2010 12 -true 2 2 2 20 2.2 20.2 7042 12/06/10 2 2010-12-06T07:52:02.260 2010 12 -true 2 2 2 20 2.2 20.2 7052 12/07/10 2 2010-12-07T08:02:02.710 2010 12 -true 2 2 2 20 2.2 20.2 7062 12/08/10 2 2010-12-08T08:12:03.160 2010 12 -true 2 2 2 20 2.2 20.2 7072 12/09/10 2 2010-12-09T08:22:03.610 2010 12 -true 2 2 2 20 2.2 20.2 7082 12/10/10 2 2010-12-10T08:32:04.600 2010 12 -true 2 2 2 20 2.2 20.2 7092 12/11/10 2 2010-12-11T08:42:04.510 2010 12 -true 2 2 2 20 2.2 20.2 7102 12/12/10 2 2010-12-12T08:52:04.960 2010 12 -true 2 2 2 20 2.2 20.2 7112 12/13/10 2 2010-12-13T09:02:05.410 2010 12 -true 2 2 2 20 2.2 20.2 7122 12/14/10 2 2010-12-14T09:12:05.860 2010 12 -true 2 2 2 20 2.2 20.2 7132 12/15/10 2 2010-12-15T09:22:06.310 2010 12 -true 2 2 2 20 2.2 20.2 7142 12/16/10 2 2010-12-16T09:32:06.760 2010 12 -true 2 2 2 20 2.2 20.2 7152 12/17/10 2 2010-12-17T09:42:07.210 2010 12 -true 2 2 2 20 2.2 20.2 7162 12/18/10 2 2010-12-18T09:52:07.660 2010 12 -true 2 2 2 20 2.2 20.2 7172 12/19/10 2 2010-12-19T10:02:08.110 2010 12 -true 2 2 2 20 2.2 20.2 7182 12/20/10 2 2010-12-20T10:12:08.560 2010 12 -true 2 2 2 20 2.2 20.2 7192 12/21/10 2 2010-12-21T10:22:09.100 2010 12 -true 2 2 2 20 2.2 20.2 7202 12/22/10 2 2010-12-22T10:32:09.460 2010 12 -true 2 2 2 20 2.2 20.2 7212 12/23/10 2 2010-12-23T10:42:09.910 2010 12 -true 2 2 2 20 2.2 20.2 7222 12/24/10 2 2010-12-24T10:52:10.360 2010 12 -true 2 2 2 20 2.2 20.2 7232 12/25/10 2 2010-12-25T11:02:10.810 2010 12 -true 2 2 2 20 2.2 20.2 7242 12/26/10 2 2010-12-26T11:12:11.260 2010 12 -true 2 2 2 20 2.2 20.2 7252 12/27/10 2 2010-12-27T11:22:11.710 2010 12 -true 2 2 2 20 2.2 20.2 7262 12/28/10 2 2010-12-28T11:32:12.160 2010 12 -true 2 2 2 20 2.2 20.2 7272 12/29/10 2 2010-12-29T11:42:12.610 2010 12 -true 2 2 2 20 2.2 20.2 7282 12/30/10 2 2010-12-30T11:52:13.600 2010 12 -true 2 2 2 20 2.2 20.2 7292 12/31/10 2 2010-12-31T12:02:13.510 2010 12 -true 4 4 4 40 4.4 40.4 3654 01/01/10 4 2010-01-01T07:04:00.600 2010 1 -true 4 4 4 40 4.4 40.4 3664 01/02/10 4 2010-01-02T07:14:00.510 2010 1 -true 4 4 4 40 4.4 40.4 3674 01/03/10 4 2010-01-03T07:24:00.960 2010 1 -true 4 4 4 40 4.4 40.4 3684 01/04/10 4 2010-01-04T07:34:01.410 2010 1 -true 4 4 4 40 4.4 40.4 3694 01/05/10 4 2010-01-05T07:44:01.860 2010 1 -true 4 4 4 40 4.4 40.4 3704 01/06/10 4 2010-01-06T07:54:02.310 2010 1 -true 4 4 4 40 4.4 40.4 3714 01/07/10 4 2010-01-07T08:04:02.760 2010 1 -true 4 4 4 40 4.4 40.4 3724 01/08/10 4 2010-01-08T08:14:03.210 2010 1 -true 4 4 4 40 4.4 40.4 3734 01/09/10 4 2010-01-09T08:24:03.660 2010 1 -true 4 4 4 40 4.4 40.4 3744 01/10/10 4 2010-01-10T08:34:04.110 2010 1 -true 4 4 4 40 4.4 40.4 3754 01/11/10 4 2010-01-11T08:44:04.560 2010 1 -true 4 4 4 40 4.4 40.4 3764 01/12/10 4 2010-01-12T08:54:05.100 2010 1 -true 4 4 4 40 4.4 40.4 3774 01/13/10 4 2010-01-13T09:04:05.460 2010 1 -true 4 4 4 40 4.4 40.4 3784 01/14/10 4 2010-01-14T09:14:05.910 2010 1 -true 4 4 4 40 4.4 40.4 3794 01/15/10 4 2010-01-15T09:24:06.360 2010 1 -true 4 4 4 40 4.4 40.4 3804 01/16/10 4 2010-01-16T09:34:06.810 2010 1 -true 4 4 4 40 4.4 40.4 3814 01/17/10 4 2010-01-17T09:44:07.260 2010 1 -true 4 4 4 40 4.4 40.4 3824 01/18/10 4 2010-01-18T09:54:07.710 2010 1 -true 4 4 4 40 4.4 40.4 3834 01/19/10 4 2010-01-19T10:04:08.160 2010 1 -true 4 4 4 40 4.4 40.4 3844 01/20/10 4 2010-01-20T10:14:08.610 2010 1 -true 4 4 4 40 4.4 40.4 3854 01/21/10 4 2010-01-21T10:24:09.600 2010 1 -true 4 4 4 40 4.4 40.4 3864 01/22/10 4 2010-01-22T10:34:09.510 2010 1 -true 4 4 4 40 4.4 40.4 3874 01/23/10 4 2010-01-23T10:44:09.960 2010 1 -true 4 4 4 40 4.4 40.4 3884 01/24/10 4 2010-01-24T10:54:10.410 2010 1 -true 4 4 4 40 4.4 40.4 3894 01/25/10 4 2010-01-25T11:04:10.860 2010 1 -true 4 4 4 40 4.4 40.4 3904 01/26/10 4 2010-01-26T11:14:11.310 2010 1 -true 4 4 4 40 4.4 40.4 3914 01/27/10 4 2010-01-27T11:24:11.760 2010 1 -true 4 4 4 40 4.4 40.4 3924 01/28/10 4 2010-01-28T11:34:12.210 2010 1 -true 4 4 4 40 4.4 40.4 3934 01/29/10 4 2010-01-29T11:44:12.660 2010 1 -true 4 4 4 40 4.4 40.4 3944 01/30/10 4 2010-01-30T11:54:13.110 2010 1 -true 4 4 4 40 4.4 40.4 3954 01/31/10 4 2010-01-31T12:04:13.560 2010 1 -true 4 4 4 40 4.4 40.4 3964 02/01/10 4 2010-02-01T07:04:00.600 2010 2 -true 4 4 4 40 4.4 40.4 3974 02/02/10 4 2010-02-02T07:14:00.510 2010 2 -true 4 4 4 40 4.4 40.4 3984 02/03/10 4 2010-02-03T07:24:00.960 2010 2 -true 4 4 4 40 4.4 40.4 3994 02/04/10 4 2010-02-04T07:34:01.410 2010 2 -true 4 4 4 40 4.4 40.4 4004 02/05/10 4 2010-02-05T07:44:01.860 2010 2 -true 4 4 4 40 4.4 40.4 4014 02/06/10 4 2010-02-06T07:54:02.310 2010 2 -true 4 4 4 40 4.4 40.4 4024 02/07/10 4 2010-02-07T08:04:02.760 2010 2 -true 4 4 4 40 4.4 40.4 4034 02/08/10 4 2010-02-08T08:14:03.210 2010 2 -true 4 4 4 40 4.4 40.4 4044 02/09/10 4 2010-02-09T08:24:03.660 2010 2 -true 4 4 4 40 4.4 40.4 4054 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07/31/09 3 2009-07-31T11:03:13.530 2009 7 -false 3 3 3 30 3.3 30.3 5463 07/01/10 3 2010-07-01T06:03:00.300 2010 7 -false 3 3 3 30 3.3 30.3 5473 07/02/10 3 2010-07-02T06:13:00.480 2010 7 -false 3 3 3 30 3.3 30.3 5483 07/03/10 3 2010-07-03T06:23:00.930 2010 7 -false 3 3 3 30 3.3 30.3 5493 07/04/10 3 2010-07-04T06:33:01.380 2010 7 -false 3 3 3 30 3.3 30.3 5503 07/05/10 3 2010-07-05T06:43:01.830 2010 7 -false 3 3 3 30 3.3 30.3 5513 07/06/10 3 2010-07-06T06:53:02.280 2010 7 -false 3 3 3 30 3.3 30.3 5523 07/07/10 3 2010-07-07T07:03:02.730 2010 7 -false 3 3 3 30 3.3 30.3 5533 07/08/10 3 2010-07-08T07:13:03.180 2010 7 -false 3 3 3 30 3.3 30.3 5543 07/09/10 3 2010-07-09T07:23:03.630 2010 7 -false 3 3 3 30 3.3 30.3 5553 07/10/10 3 2010-07-10T07:33:04.800 2010 7 -false 3 3 3 30 3.3 30.3 5563 07/11/10 3 2010-07-11T07:43:04.530 2010 7 -false 3 3 3 30 3.3 30.3 5573 07/12/10 3 2010-07-12T07:53:04.980 2010 7 -false 3 3 3 30 3.3 30.3 5583 07/13/10 3 2010-07-13T08:03:05.430 2010 7 -false 3 3 3 30 3.3 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2010-07-07T07:02:02.710 2010 7 -true 2 2 2 20 2.2 20.2 5532 07/08/10 2 2010-07-08T07:12:03.160 2010 7 -true 2 2 2 20 2.2 20.2 5542 07/09/10 2 2010-07-09T07:22:03.610 2010 7 -true 2 2 2 20 2.2 20.2 5552 07/10/10 2 2010-07-10T07:32:04.600 2010 7 -true 2 2 2 20 2.2 20.2 5562 07/11/10 2 2010-07-11T07:42:04.510 2010 7 -true 2 2 2 20 2.2 20.2 5572 07/12/10 2 2010-07-12T07:52:04.960 2010 7 -true 2 2 2 20 2.2 20.2 5582 07/13/10 2 2010-07-13T08:02:05.410 2010 7 -true 2 2 2 20 2.2 20.2 5592 07/14/10 2 2010-07-14T08:12:05.860 2010 7 -true 2 2 2 20 2.2 20.2 5602 07/15/10 2 2010-07-15T08:22:06.310 2010 7 -true 2 2 2 20 2.2 20.2 5612 07/16/10 2 2010-07-16T08:32:06.760 2010 7 -true 2 2 2 20 2.2 20.2 5622 07/17/10 2 2010-07-17T08:42:07.210 2010 7 -true 2 2 2 20 2.2 20.2 5632 07/18/10 2 2010-07-18T08:52:07.660 2010 7 -true 2 2 2 20 2.2 20.2 5642 07/19/10 2 2010-07-19T09:02:08.110 2010 7 -true 2 2 2 20 2.2 20.2 5652 07/20/10 2 2010-07-20T09:12:08.560 2010 7 -true 2 2 2 20 2.2 20.2 5662 07/21/10 2 2010-07-21T09:22:09.100 2010 7 -true 2 2 2 20 2.2 20.2 5672 07/22/10 2 2010-07-22T09:32:09.460 2010 7 -true 2 2 2 20 2.2 20.2 5682 07/23/10 2 2010-07-23T09:42:09.910 2010 7 -true 2 2 2 20 2.2 20.2 5692 07/24/10 2 2010-07-24T09:52:10.360 2010 7 -true 2 2 2 20 2.2 20.2 5702 07/25/10 2 2010-07-25T10:02:10.810 2010 7 -true 2 2 2 20 2.2 20.2 5712 07/26/10 2 2010-07-26T10:12:11.260 2010 7 -true 2 2 2 20 2.2 20.2 5722 07/27/10 2 2010-07-27T10:22:11.710 2010 7 -true 2 2 2 20 2.2 20.2 5732 07/28/10 2 2010-07-28T10:32:12.160 2010 7 -true 2 2 2 20 2.2 20.2 5742 07/29/10 2 2010-07-29T10:42:12.610 2010 7 -true 2 2 2 20 2.2 20.2 5752 07/30/10 2 2010-07-30T10:52:13.600 2010 7 -true 2 2 2 20 2.2 20.2 5762 07/31/10 2 2010-07-31T11:02:13.510 2010 7 -true 4 4 4 40 4.4 40.4 1814 07/01/09 4 2009-07-01T06:04:00.600 2009 7 -true 4 4 4 40 4.4 40.4 1824 07/02/09 4 2009-07-02T06:14:00.510 2009 7 -true 4 4 4 40 4.4 40.4 1834 07/03/09 4 2009-07-03T06:24:00.960 2009 7 -true 4 4 4 40 4.4 40.4 1844 07/04/09 4 2009-07-04T06:34:01.410 2009 7 -true 4 4 4 40 4.4 40.4 1854 07/05/09 4 2009-07-05T06:44:01.860 2009 7 -true 4 4 4 40 4.4 40.4 1864 07/06/09 4 2009-07-06T06:54:02.310 2009 7 -true 4 4 4 40 4.4 40.4 1874 07/07/09 4 2009-07-07T07:04:02.760 2009 7 -true 4 4 4 40 4.4 40.4 1884 07/08/09 4 2009-07-08T07:14:03.210 2009 7 -true 4 4 4 40 4.4 40.4 1894 07/09/09 4 2009-07-09T07:24:03.660 2009 7 -true 4 4 4 40 4.4 40.4 1904 07/10/09 4 2009-07-10T07:34:04.110 2009 7 -true 4 4 4 40 4.4 40.4 1914 07/11/09 4 2009-07-11T07:44:04.560 2009 7 -true 4 4 4 40 4.4 40.4 1924 07/12/09 4 2009-07-12T07:54:05.100 2009 7 -true 4 4 4 40 4.4 40.4 1934 07/13/09 4 2009-07-13T08:04:05.460 2009 7 -true 4 4 4 40 4.4 40.4 1944 07/14/09 4 2009-07-14T08:14:05.910 2009 7 -true 4 4 4 40 4.4 40.4 1954 07/15/09 4 2009-07-15T08:24:06.360 2009 7 -true 4 4 4 40 4.4 40.4 1964 07/16/09 4 2009-07-16T08:34:06.810 2009 7 -true 4 4 4 40 4.4 40.4 1974 07/17/09 4 2009-07-17T08:44:07.260 2009 7 -true 4 4 4 40 4.4 40.4 1984 07/18/09 4 2009-07-18T08:54:07.710 2009 7 -true 4 4 4 40 4.4 40.4 1994 07/19/09 4 2009-07-19T09:04:08.160 2009 7 -true 4 4 4 40 4.4 40.4 2004 07/20/09 4 2009-07-20T09:14:08.610 2009 7 -true 4 4 4 40 4.4 40.4 2014 07/21/09 4 2009-07-21T09:24:09.600 2009 7 -true 4 4 4 40 4.4 40.4 2024 07/22/09 4 2009-07-22T09:34:09.510 2009 7 -true 4 4 4 40 4.4 40.4 2034 07/23/09 4 2009-07-23T09:44:09.960 2009 7 -true 4 4 4 40 4.4 40.4 2044 07/24/09 4 2009-07-24T09:54:10.410 2009 7 -true 4 4 4 40 4.4 40.4 2054 07/25/09 4 2009-07-25T10:04:10.860 2009 7 -true 4 4 4 40 4.4 40.4 2064 07/26/09 4 2009-07-26T10:14:11.310 2009 7 -true 4 4 4 40 4.4 40.4 2074 07/27/09 4 2009-07-27T10:24:11.760 2009 7 -true 4 4 4 40 4.4 40.4 2084 07/28/09 4 2009-07-28T10:34:12.210 2009 7 -true 4 4 4 40 4.4 40.4 2094 07/29/09 4 2009-07-29T10:44:12.660 2009 7 -true 4 4 4 40 4.4 40.4 2104 07/30/09 4 2009-07-30T10:54:13.110 2009 7 -true 4 4 4 40 4.4 40.4 2114 07/31/09 4 2009-07-31T11:04:13.560 2009 7 -true 4 4 4 40 4.4 40.4 5464 07/01/10 4 2010-07-01T06:04:00.600 2010 7 -true 4 4 4 40 4.4 40.4 5474 07/02/10 4 2010-07-02T06:14:00.510 2010 7 -true 4 4 4 40 4.4 40.4 5484 07/03/10 4 2010-07-03T06:24:00.960 2010 7 -true 4 4 4 40 4.4 40.4 5494 07/04/10 4 2010-07-04T06:34:01.410 2010 7 -true 4 4 4 40 4.4 40.4 5504 07/05/10 4 2010-07-05T06:44:01.860 2010 7 -true 4 4 4 40 4.4 40.4 5514 07/06/10 4 2010-07-06T06:54:02.310 2010 7 -true 4 4 4 40 4.4 40.4 5524 07/07/10 4 2010-07-07T07:04:02.760 2010 7 -true 4 4 4 40 4.4 40.4 5534 07/08/10 4 2010-07-08T07:14:03.210 2010 7 -true 4 4 4 40 4.4 40.4 5544 07/09/10 4 2010-07-09T07:24:03.660 2010 7 -true 4 4 4 40 4.4 40.4 5554 07/10/10 4 2010-07-10T07:34:04.110 2010 7 -true 4 4 4 40 4.4 40.4 5564 07/11/10 4 2010-07-11T07:44:04.560 2010 7 -true 4 4 4 40 4.4 40.4 5574 07/12/10 4 2010-07-12T07:54:05.100 2010 7 -true 4 4 4 40 4.4 40.4 5584 07/13/10 4 2010-07-13T08:04:05.460 2010 7 -true 4 4 4 40 4.4 40.4 5594 07/14/10 4 2010-07-14T08:14:05.910 2010 7 -true 4 4 4 40 4.4 40.4 5604 07/15/10 4 2010-07-15T08:24:06.360 2010 7 -true 4 4 4 40 4.4 40.4 5614 07/16/10 4 2010-07-16T08:34:06.810 2010 7 -true 4 4 4 40 4.4 40.4 5624 07/17/10 4 2010-07-17T08:44:07.260 2010 7 -true 4 4 4 40 4.4 40.4 5634 07/18/10 4 2010-07-18T08:54:07.710 2010 7 -true 4 4 4 40 4.4 40.4 5644 07/19/10 4 2010-07-19T09:04:08.160 2010 7 -true 4 4 4 40 4.4 40.4 5654 07/20/10 4 2010-07-20T09:14:08.610 2010 7 -true 4 4 4 40 4.4 40.4 5664 07/21/10 4 2010-07-21T09:24:09.600 2010 7 -true 4 4 4 40 4.4 40.4 5674 07/22/10 4 2010-07-22T09:34:09.510 2010 7 -true 4 4 4 40 4.4 40.4 5684 07/23/10 4 2010-07-23T09:44:09.960 2010 7 -true 4 4 4 40 4.4 40.4 5694 07/24/10 4 2010-07-24T09:54:10.410 2010 7 -true 4 4 4 40 4.4 40.4 5704 07/25/10 4 2010-07-25T10:04:10.860 2010 7 -true 4 4 4 40 4.4 40.4 5714 07/26/10 4 2010-07-26T10:14:11.310 2010 7 -true 4 4 4 40 4.4 40.4 5724 07/27/10 4 2010-07-27T10:24:11.760 2010 7 -true 4 4 4 40 4.4 40.4 5734 07/28/10 4 2010-07-28T10:34:12.210 2010 7 -true 4 4 4 40 4.4 40.4 5744 07/29/10 4 2010-07-29T10:44:12.660 2010 7 -true 4 4 4 40 4.4 40.4 5754 07/30/10 4 2010-07-30T10:54:13.110 2010 7 -true 4 4 4 40 4.4 40.4 5764 07/31/10 4 2010-07-31T11:04:13.560 2010 7 -true 6 6 6 60 6.6 60.59999999999999 1816 07/01/09 6 2009-07-01T06:06:00.150 2009 7 -true 6 6 6 60 6.6 60.59999999999999 1826 07/02/09 6 2009-07-02T06:16:00.600 2009 7 -true 6 6 6 60 6.6 60.59999999999999 1836 07/03/09 6 2009-07-03T06:26:01.500 2009 7 -true 6 6 6 60 6.6 60.59999999999999 1846 07/04/09 6 2009-07-04T06:36:01.500 2009 7 -true 6 6 6 60 6.6 60.59999999999999 1856 07/05/09 6 2009-07-05T06:46:01.950 2009 7 -true 6 6 6 60 6.6 60.59999999999999 1866 07/06/09 6 2009-07-06T06:56:02.400 2009 7 -true 6 6 6 60 6.6 60.59999999999999 1876 07/07/09 6 2009-07-07T07:06:02.850 2009 7 -true 6 6 6 60 6.6 60.59999999999999 1886 07/08/09 6 2009-07-08T07:16:03.300 2009 7 -true 6 6 6 60 6.6 60.59999999999999 1896 07/09/09 6 2009-07-09T07:26:03.750 2009 7 -true 6 6 6 60 6.6 60.59999999999999 1906 07/10/09 6 2009-07-10T07:36:04.200 2009 7 -true 6 6 6 60 6.6 60.59999999999999 1916 07/11/09 6 2009-07-11T07:46:04.650 2009 7 -true 6 6 6 60 6.6 60.59999999999999 1926 07/12/09 6 2009-07-12T07:56:05.100 2009 7 -true 6 6 6 60 6.6 60.59999999999999 1936 07/13/09 6 2009-07-13T08:06:05.550 2009 7 -true 6 6 6 60 6.6 60.59999999999999 1946 07/14/09 6 2009-07-14T08:16:06 2009 7 -true 6 6 6 60 6.6 60.59999999999999 1956 07/15/09 6 2009-07-15T08:26:06.450 2009 7 -true 6 6 6 60 6.6 60.59999999999999 1966 07/16/09 6 2009-07-16T08:36:06.900 2009 7 -true 6 6 6 60 6.6 60.59999999999999 1976 07/17/09 6 2009-07-17T08:46:07.350 2009 7 -true 6 6 6 60 6.6 60.59999999999999 1986 07/18/09 6 2009-07-18T08:56:07.800 2009 7 -true 6 6 6 60 6.6 60.59999999999999 1996 07/19/09 6 2009-07-19T09:06:08.250 2009 7 -true 6 6 6 60 6.6 60.59999999999999 2006 07/20/09 6 2009-07-20T09:16:08.700 2009 7 -true 6 6 6 60 6.6 60.59999999999999 2016 07/21/09 6 2009-07-21T09:26:09.150 2009 7 -true 6 6 6 60 6.6 60.59999999999999 2026 07/22/09 6 2009-07-22T09:36:09.600 2009 7 -true 6 6 6 60 6.6 60.59999999999999 2036 07/23/09 6 2009-07-23T09:46:10.500 2009 7 -true 6 6 6 60 6.6 60.59999999999999 2046 07/24/09 6 2009-07-24T09:56:10.500 2009 7 -true 6 6 6 60 6.6 60.59999999999999 2056 07/25/09 6 2009-07-25T10:06:10.950 2009 7 -true 6 6 6 60 6.6 60.59999999999999 2066 07/26/09 6 2009-07-26T10:16:11.400 2009 7 -true 6 6 6 60 6.6 60.59999999999999 2076 07/27/09 6 2009-07-27T10:26:11.850 2009 7 -true 6 6 6 60 6.6 60.59999999999999 2086 07/28/09 6 2009-07-28T10:36:12.300 2009 7 -true 6 6 6 60 6.6 60.59999999999999 2096 07/29/09 6 2009-07-29T10:46:12.750 2009 7 -true 6 6 6 60 6.6 60.59999999999999 2106 07/30/09 6 2009-07-30T10:56:13.200 2009 7 -true 6 6 6 60 6.6 60.59999999999999 2116 07/31/09 6 2009-07-31T11:06:13.650 2009 7 -true 6 6 6 60 6.6 60.59999999999999 5466 07/01/10 6 2010-07-01T06:06:00.150 2010 7 -true 6 6 6 60 6.6 60.59999999999999 5476 07/02/10 6 2010-07-02T06:16:00.600 2010 7 -true 6 6 6 60 6.6 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6.6 60.59999999999999 5606 07/15/10 6 2010-07-15T08:26:06.450 2010 7 -true 6 6 6 60 6.6 60.59999999999999 5616 07/16/10 6 2010-07-16T08:36:06.900 2010 7 -true 6 6 6 60 6.6 60.59999999999999 5626 07/17/10 6 2010-07-17T08:46:07.350 2010 7 -true 6 6 6 60 6.6 60.59999999999999 5636 07/18/10 6 2010-07-18T08:56:07.800 2010 7 -true 6 6 6 60 6.6 60.59999999999999 5646 07/19/10 6 2010-07-19T09:06:08.250 2010 7 -true 6 6 6 60 6.6 60.59999999999999 5656 07/20/10 6 2010-07-20T09:16:08.700 2010 7 -true 6 6 6 60 6.6 60.59999999999999 5666 07/21/10 6 2010-07-21T09:26:09.150 2010 7 -true 6 6 6 60 6.6 60.59999999999999 5676 07/22/10 6 2010-07-22T09:36:09.600 2010 7 -true 6 6 6 60 6.6 60.59999999999999 5686 07/23/10 6 2010-07-23T09:46:10.500 2010 7 -true 6 6 6 60 6.6 60.59999999999999 5696 07/24/10 6 2010-07-24T09:56:10.500 2010 7 -true 6 6 6 60 6.6 60.59999999999999 5706 07/25/10 6 2010-07-25T10:06:10.950 2010 7 -true 6 6 6 60 6.6 60.59999999999999 5716 07/26/10 6 2010-07-26T10:16:11.400 2010 7 -true 6 6 6 60 6.6 60.59999999999999 5726 07/27/10 6 2010-07-27T10:26:11.850 2010 7 -true 6 6 6 60 6.6 60.59999999999999 5736 07/28/10 6 2010-07-28T10:36:12.300 2010 7 -true 6 6 6 60 6.6 60.59999999999999 5746 07/29/10 6 2010-07-29T10:46:12.750 2010 7 -true 6 6 6 60 6.6 60.59999999999999 5756 07/30/10 6 2010-07-30T10:56:13.200 2010 7 -true 6 6 6 60 6.6 60.59999999999999 5766 07/31/10 6 2010-07-31T11:06:13.650 2010 7 -true 8 8 8 80 8.8 80.8 1818 07/01/09 8 2009-07-01T06:08:00.280 2009 7 -true 8 8 8 80 8.8 80.8 1828 07/02/09 8 2009-07-02T06:18:00.730 2009 7 -true 8 8 8 80 8.8 80.8 1838 07/03/09 8 2009-07-03T06:28:01.180 2009 7 -true 8 8 8 80 8.8 80.8 1848 07/04/09 8 2009-07-04T06:38:01.630 2009 7 -true 8 8 8 80 8.8 80.8 1858 07/05/09 8 2009-07-05T06:48:02.800 2009 7 -true 8 8 8 80 8.8 80.8 1868 07/06/09 8 2009-07-06T06:58:02.530 2009 7 -true 8 8 8 80 8.8 80.8 1878 07/07/09 8 2009-07-07T07:08:02.980 2009 7 -true 8 8 8 80 8.8 80.8 1888 07/08/09 8 2009-07-08T07:18:03.430 2009 7 -true 8 8 8 80 8.8 80.8 1898 07/09/09 8 2009-07-09T07:28:03.880 2009 7 -true 8 8 8 80 8.8 80.8 1908 07/10/09 8 2009-07-10T07:38:04.330 2009 7 -true 8 8 8 80 8.8 80.8 1918 07/11/09 8 2009-07-11T07:48:04.780 2009 7 -true 8 8 8 80 8.8 80.8 1928 07/12/09 8 2009-07-12T07:58:05.230 2009 7 -true 8 8 8 80 8.8 80.8 1938 07/13/09 8 2009-07-13T08:08:05.680 2009 7 -true 8 8 8 80 8.8 80.8 1948 07/14/09 8 2009-07-14T08:18:06.130 2009 7 -true 8 8 8 80 8.8 80.8 1958 07/15/09 8 2009-07-15T08:28:06.580 2009 7 -true 8 8 8 80 8.8 80.8 1968 07/16/09 8 2009-07-16T08:38:07.300 2009 7 -true 8 8 8 80 8.8 80.8 1978 07/17/09 8 2009-07-17T08:48:07.480 2009 7 -true 8 8 8 80 8.8 80.8 1988 07/18/09 8 2009-07-18T08:58:07.930 2009 7 -true 8 8 8 80 8.8 80.8 1998 07/19/09 8 2009-07-19T09:08:08.380 2009 7 -true 8 8 8 80 8.8 80.8 2008 07/20/09 8 2009-07-20T09:18:08.830 2009 7 -true 8 8 8 80 8.8 80.8 2018 07/21/09 8 2009-07-21T09:28:09.280 2009 7 -true 8 8 8 80 8.8 80.8 2028 07/22/09 8 2009-07-22T09:38:09.730 2009 7 -true 8 8 8 80 8.8 80.8 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09/07/10 3 2010-09-07T07:03:02.730 2010 9 -false 3 3 3 30 3.3 30.3 6153 09/08/10 3 2010-09-08T07:13:03.180 2010 9 -false 3 3 3 30 3.3 30.3 6163 09/09/10 3 2010-09-09T07:23:03.630 2010 9 -false 3 3 3 30 3.3 30.3 6173 09/10/10 3 2010-09-10T07:33:04.800 2010 9 -false 3 3 3 30 3.3 30.3 6183 09/11/10 3 2010-09-11T07:43:04.530 2010 9 -false 3 3 3 30 3.3 30.3 6193 09/12/10 3 2010-09-12T07:53:04.980 2010 9 -false 3 3 3 30 3.3 30.3 6203 09/13/10 3 2010-09-13T08:03:05.430 2010 9 -false 3 3 3 30 3.3 30.3 6213 09/14/10 3 2010-09-14T08:13:05.880 2010 9 -false 3 3 3 30 3.3 30.3 6223 09/15/10 3 2010-09-15T08:23:06.330 2010 9 -false 3 3 3 30 3.3 30.3 6233 09/16/10 3 2010-09-16T08:33:06.780 2010 9 -false 3 3 3 30 3.3 30.3 6243 09/17/10 3 2010-09-17T08:43:07.230 2010 9 -false 3 3 3 30 3.3 30.3 6253 09/18/10 3 2010-09-18T08:53:07.680 2010 9 -false 3 3 3 30 3.3 30.3 6263 09/19/10 3 2010-09-19T09:03:08.130 2010 9 -false 3 3 3 30 3.3 30.3 6273 09/20/10 3 2010-09-20T09:13:08.580 2010 9 -false 3 3 3 30 3.3 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3 3 30 3.3 30.3 6423 10/05/10 3 2010-10-05T06:43:01.830 2010 10 -false 3 3 3 30 3.3 30.3 6433 10/06/10 3 2010-10-06T06:53:02.280 2010 10 -false 3 3 3 30 3.3 30.3 6443 10/07/10 3 2010-10-07T07:03:02.730 2010 10 -false 3 3 3 30 3.3 30.3 6453 10/08/10 3 2010-10-08T07:13:03.180 2010 10 -false 3 3 3 30 3.3 30.3 6463 10/09/10 3 2010-10-09T07:23:03.630 2010 10 -false 3 3 3 30 3.3 30.3 6473 10/10/10 3 2010-10-10T07:33:04.800 2010 10 -false 3 3 3 30 3.3 30.3 6483 10/11/10 3 2010-10-11T07:43:04.530 2010 10 -false 3 3 3 30 3.3 30.3 6493 10/12/10 3 2010-10-12T07:53:04.980 2010 10 -false 3 3 3 30 3.3 30.3 6503 10/13/10 3 2010-10-13T08:03:05.430 2010 10 -false 3 3 3 30 3.3 30.3 6513 10/14/10 3 2010-10-14T08:13:05.880 2010 10 -false 3 3 3 30 3.3 30.3 6523 10/15/10 3 2010-10-15T08:23:06.330 2010 10 -false 3 3 3 30 3.3 30.3 6533 10/16/10 3 2010-10-16T08:33:06.780 2010 10 -false 3 3 3 30 3.3 30.3 6543 10/17/10 3 2010-10-17T08:43:07.230 2010 10 -false 3 3 3 30 3.3 30.3 6553 10/18/10 3 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03/05/10 2 2010-03-05T07:42:01.810 2010 3 -true 2 2 2 20 2.2 20.2 4292 03/06/10 2 2010-03-06T07:52:02.260 2010 3 -true 2 2 2 20 2.2 20.2 4302 03/07/10 2 2010-03-07T08:02:02.710 2010 3 -true 2 2 2 20 2.2 20.2 4312 03/08/10 2 2010-03-08T08:12:03.160 2010 3 -true 2 2 2 20 2.2 20.2 4322 03/09/10 2 2010-03-09T08:22:03.610 2010 3 -true 2 2 2 20 2.2 20.2 4332 03/10/10 2 2010-03-10T08:32:04.600 2010 3 -true 2 2 2 20 2.2 20.2 4342 03/11/10 2 2010-03-11T08:42:04.510 2010 3 -true 2 2 2 20 2.2 20.2 4352 03/12/10 2 2010-03-12T08:52:04.960 2010 3 -true 2 2 2 20 2.2 20.2 4362 03/13/10 2 2010-03-13T09:02:05.410 2010 3 -true 2 2 2 20 2.2 20.2 4372 03/14/10 2 2010-03-14T08:12:05.860 2010 3 -true 2 2 2 20 2.2 20.2 4382 03/15/10 2 2010-03-15T08:22:06.310 2010 3 -true 2 2 2 20 2.2 20.2 4392 03/16/10 2 2010-03-16T08:32:06.760 2010 3 -true 2 2 2 20 2.2 20.2 4402 03/17/10 2 2010-03-17T08:42:07.210 2010 3 -true 2 2 2 20 2.2 20.2 4412 03/18/10 2 2010-03-18T08:52:07.660 2010 3 -true 2 2 2 20 2.2 20.2 4422 03/19/10 2 2010-03-19T09:02:08.110 2010 3 -true 2 2 2 20 2.2 20.2 4432 03/20/10 2 2010-03-20T09:12:08.560 2010 3 -true 2 2 2 20 2.2 20.2 4442 03/21/10 2 2010-03-21T09:22:09.100 2010 3 -true 2 2 2 20 2.2 20.2 4452 03/22/10 2 2010-03-22T09:32:09.460 2010 3 -true 2 2 2 20 2.2 20.2 4462 03/23/10 2 2010-03-23T09:42:09.910 2010 3 -true 2 2 2 20 2.2 20.2 4472 03/24/10 2 2010-03-24T09:52:10.360 2010 3 -true 2 2 2 20 2.2 20.2 4482 03/25/10 2 2010-03-25T10:02:10.810 2010 3 -true 2 2 2 20 2.2 20.2 4492 03/26/10 2 2010-03-26T10:12:11.260 2010 3 -true 2 2 2 20 2.2 20.2 4502 03/27/10 2 2010-03-27T10:22:11.710 2010 3 -true 2 2 2 20 2.2 20.2 4512 03/28/10 2 2010-03-28T09:32:12.160 2010 3 -true 2 2 2 20 2.2 20.2 4522 03/29/10 2 2010-03-29T09:42:12.610 2010 3 -true 2 2 2 20 2.2 20.2 4532 03/30/10 2 2010-03-30T09:52:13.600 2010 3 -true 2 2 2 20 2.2 20.2 4542 03/31/10 2 2010-03-31T10:02:13.510 2010 3 -true 2 2 2 20 2.2 20.2 4552 04/01/10 2 2010-04-01T06:02:00.100 2010 4 -true 2 2 2 20 2.2 20.2 4562 04/02/10 2 2010-04-02T06:12:00.460 2010 4 -true 2 2 2 20 2.2 20.2 4572 04/03/10 2 2010-04-03T06:22:00.910 2010 4 -true 2 2 2 20 2.2 20.2 4582 04/04/10 2 2010-04-04T06:32:01.360 2010 4 -true 2 2 2 20 2.2 20.2 4592 04/05/10 2 2010-04-05T06:42:01.810 2010 4 -true 2 2 2 20 2.2 20.2 4602 04/06/10 2 2010-04-06T06:52:02.260 2010 4 -true 2 2 2 20 2.2 20.2 4612 04/07/10 2 2010-04-07T07:02:02.710 2010 4 -true 2 2 2 20 2.2 20.2 4622 04/08/10 2 2010-04-08T07:12:03.160 2010 4 -true 2 2 2 20 2.2 20.2 4632 04/09/10 2 2010-04-09T07:22:03.610 2010 4 -true 2 2 2 20 2.2 20.2 4642 04/10/10 2 2010-04-10T07:32:04.600 2010 4 -true 2 2 2 20 2.2 20.2 4652 04/11/10 2 2010-04-11T07:42:04.510 2010 4 -true 2 2 2 20 2.2 20.2 4662 04/12/10 2 2010-04-12T07:52:04.960 2010 4 -true 2 2 2 20 2.2 20.2 4672 04/13/10 2 2010-04-13T08:02:05.410 2010 4 -true 2 2 2 20 2.2 20.2 4682 04/14/10 2 2010-04-14T08:12:05.860 2010 4 -true 2 2 2 20 2.2 20.2 4692 04/15/10 2 2010-04-15T08:22:06.310 2010 4 -true 2 2 2 20 2.2 20.2 4702 04/16/10 2 2010-04-16T08:32:06.760 2010 4 -true 2 2 2 20 2.2 20.2 4712 04/17/10 2 2010-04-17T08:42:07.210 2010 4 -true 2 2 2 20 2.2 20.2 4722 04/18/10 2 2010-04-18T08:52:07.660 2010 4 -true 2 2 2 20 2.2 20.2 4732 04/19/10 2 2010-04-19T09:02:08.110 2010 4 -true 2 2 2 20 2.2 20.2 4742 04/20/10 2 2010-04-20T09:12:08.560 2010 4 -true 2 2 2 20 2.2 20.2 4752 04/21/10 2 2010-04-21T09:22:09.100 2010 4 -true 2 2 2 20 2.2 20.2 4762 04/22/10 2 2010-04-22T09:32:09.460 2010 4 -true 2 2 2 20 2.2 20.2 4772 04/23/10 2 2010-04-23T09:42:09.910 2010 4 -true 2 2 2 20 2.2 20.2 4782 04/24/10 2 2010-04-24T09:52:10.360 2010 4 -true 2 2 2 20 2.2 20.2 4792 04/25/10 2 2010-04-25T10:02:10.810 2010 4 -true 2 2 2 20 2.2 20.2 4802 04/26/10 2 2010-04-26T10:12:11.260 2010 4 -true 2 2 2 20 2.2 20.2 4812 04/27/10 2 2010-04-27T10:22:11.710 2010 4 -true 2 2 2 20 2.2 20.2 4822 04/28/10 2 2010-04-28T10:32:12.160 2010 4 -true 2 2 2 20 2.2 20.2 4832 04/29/10 2 2010-04-29T10:42:12.610 2010 4 -true 2 2 2 20 2.2 20.2 4842 04/30/10 2 2010-04-30T10:52:13.600 2010 4 -true 2 2 2 20 2.2 20.2 4852 05/01/10 2 2010-05-01T06:02:00.100 2010 5 -true 2 2 2 20 2.2 20.2 4862 05/02/10 2 2010-05-02T06:12:00.460 2010 5 -true 2 2 2 20 2.2 20.2 4872 05/03/10 2 2010-05-03T06:22:00.910 2010 5 -true 2 2 2 20 2.2 20.2 4882 05/04/10 2 2010-05-04T06:32:01.360 2010 5 -true 2 2 2 20 2.2 20.2 4892 05/05/10 2 2010-05-05T06:42:01.810 2010 5 -true 2 2 2 20 2.2 20.2 4902 05/06/10 2 2010-05-06T06:52:02.260 2010 5 -true 2 2 2 20 2.2 20.2 4912 05/07/10 2 2010-05-07T07:02:02.710 2010 5 -true 2 2 2 20 2.2 20.2 4922 05/08/10 2 2010-05-08T07:12:03.160 2010 5 -true 2 2 2 20 2.2 20.2 4932 05/09/10 2 2010-05-09T07:22:03.610 2010 5 -true 2 2 2 20 2.2 20.2 4942 05/10/10 2 2010-05-10T07:32:04.600 2010 5 -true 2 2 2 20 2.2 20.2 4952 05/11/10 2 2010-05-11T07:42:04.510 2010 5 -true 2 2 2 20 2.2 20.2 4962 05/12/10 2 2010-05-12T07:52:04.960 2010 5 -true 2 2 2 20 2.2 20.2 4972 05/13/10 2 2010-05-13T08:02:05.410 2010 5 -true 2 2 2 20 2.2 20.2 4982 05/14/10 2 2010-05-14T08:12:05.860 2010 5 -true 2 2 2 20 2.2 20.2 4992 05/15/10 2 2010-05-15T08:22:06.310 2010 5 -true 2 2 2 20 2.2 20.2 5002 05/16/10 2 2010-05-16T08:32:06.760 2010 5 -true 2 2 2 20 2.2 20.2 5012 05/17/10 2 2010-05-17T08:42:07.210 2010 5 -true 2 2 2 20 2.2 20.2 5022 05/18/10 2 2010-05-18T08:52:07.660 2010 5 -true 2 2 2 20 2.2 20.2 5032 05/19/10 2 2010-05-19T09:02:08.110 2010 5 -true 2 2 2 20 2.2 20.2 5042 05/20/10 2 2010-05-20T09:12:08.560 2010 5 -true 2 2 2 20 2.2 20.2 5052 05/21/10 2 2010-05-21T09:22:09.100 2010 5 -true 2 2 2 20 2.2 20.2 5062 05/22/10 2 2010-05-22T09:32:09.460 2010 5 -true 2 2 2 20 2.2 20.2 5072 05/23/10 2 2010-05-23T09:42:09.910 2010 5 -true 2 2 2 20 2.2 20.2 5082 05/24/10 2 2010-05-24T09:52:10.360 2010 5 -true 2 2 2 20 2.2 20.2 5092 05/25/10 2 2010-05-25T10:02:10.810 2010 5 -true 2 2 2 20 2.2 20.2 5102 05/26/10 2 2010-05-26T10:12:11.260 2010 5 -true 2 2 2 20 2.2 20.2 5112 05/27/10 2 2010-05-27T10:22:11.710 2010 5 -true 2 2 2 20 2.2 20.2 5122 05/28/10 2 2010-05-28T10:32:12.160 2010 5 -true 2 2 2 20 2.2 20.2 5132 05/29/10 2 2010-05-29T10:42:12.610 2010 5 -true 2 2 2 20 2.2 20.2 5142 05/30/10 2 2010-05-30T10:52:13.600 2010 5 -true 2 2 2 20 2.2 20.2 5152 05/31/10 2 2010-05-31T11:02:13.510 2010 5 -true 2 2 2 20 2.2 20.2 5162 06/01/10 2 2010-06-01T06:02:00.100 2010 6 -true 2 2 2 20 2.2 20.2 5172 06/02/10 2 2010-06-02T06:12:00.460 2010 6 -true 2 2 2 20 2.2 20.2 5182 06/03/10 2 2010-06-03T06:22:00.910 2010 6 -true 2 2 2 20 2.2 20.2 5192 06/04/10 2 2010-06-04T06:32:01.360 2010 6 -true 2 2 2 20 2.2 20.2 5202 06/05/10 2 2010-06-05T06:42:01.810 2010 6 -true 2 2 2 20 2.2 20.2 5212 06/06/10 2 2010-06-06T06:52:02.260 2010 6 -true 2 2 2 20 2.2 20.2 5222 06/07/10 2 2010-06-07T07:02:02.710 2010 6 -true 2 2 2 20 2.2 20.2 5232 06/08/10 2 2010-06-08T07:12:03.160 2010 6 -true 2 2 2 20 2.2 20.2 5242 06/09/10 2 2010-06-09T07:22:03.610 2010 6 -true 2 2 2 20 2.2 20.2 5252 06/10/10 2 2010-06-10T07:32:04.600 2010 6 -true 2 2 2 20 2.2 20.2 5262 06/11/10 2 2010-06-11T07:42:04.510 2010 6 -true 2 2 2 20 2.2 20.2 5272 06/12/10 2 2010-06-12T07:52:04.960 2010 6 -true 2 2 2 20 2.2 20.2 5282 06/13/10 2 2010-06-13T08:02:05.410 2010 6 -true 2 2 2 20 2.2 20.2 5292 06/14/10 2 2010-06-14T08:12:05.860 2010 6 -true 2 2 2 20 2.2 20.2 5302 06/15/10 2 2010-06-15T08:22:06.310 2010 6 -true 2 2 2 20 2.2 20.2 5312 06/16/10 2 2010-06-16T08:32:06.760 2010 6 -true 2 2 2 20 2.2 20.2 5322 06/17/10 2 2010-06-17T08:42:07.210 2010 6 -true 2 2 2 20 2.2 20.2 5332 06/18/10 2 2010-06-18T08:52:07.660 2010 6 -true 2 2 2 20 2.2 20.2 5342 06/19/10 2 2010-06-19T09:02:08.110 2010 6 -true 2 2 2 20 2.2 20.2 5352 06/20/10 2 2010-06-20T09:12:08.560 2010 6 -true 2 2 2 20 2.2 20.2 5362 06/21/10 2 2010-06-21T09:22:09.100 2010 6 -true 2 2 2 20 2.2 20.2 5372 06/22/10 2 2010-06-22T09:32:09.460 2010 6 -true 2 2 2 20 2.2 20.2 5382 06/23/10 2 2010-06-23T09:42:09.910 2010 6 -true 2 2 2 20 2.2 20.2 5392 06/24/10 2 2010-06-24T09:52:10.360 2010 6 -true 2 2 2 20 2.2 20.2 5402 06/25/10 2 2010-06-25T10:02:10.810 2010 6 -true 2 2 2 20 2.2 20.2 5412 06/26/10 2 2010-06-26T10:12:11.260 2010 6 -true 2 2 2 20 2.2 20.2 5422 06/27/10 2 2010-06-27T10:22:11.710 2010 6 -true 2 2 2 20 2.2 20.2 5432 06/28/10 2 2010-06-28T10:32:12.160 2010 6 -true 2 2 2 20 2.2 20.2 5442 06/29/10 2 2010-06-29T10:42:12.610 2010 6 -true 2 2 2 20 2.2 20.2 5452 06/30/10 2 2010-06-30T10:52:13.600 2010 6 -true 2 2 2 20 2.2 20.2 5462 07/01/10 2 2010-07-01T06:02:00.100 2010 7 -true 2 2 2 20 2.2 20.2 5472 07/02/10 2 2010-07-02T06:12:00.460 2010 7 -true 2 2 2 20 2.2 20.2 5482 07/03/10 2 2010-07-03T06:22:00.910 2010 7 -true 2 2 2 20 2.2 20.2 5492 07/04/10 2 2010-07-04T06:32:01.360 2010 7 -true 2 2 2 20 2.2 20.2 5502 07/05/10 2 2010-07-05T06:42:01.810 2010 7 -true 2 2 2 20 2.2 20.2 5512 07/06/10 2 2010-07-06T06:52:02.260 2010 7 -true 2 2 2 20 2.2 20.2 5522 07/07/10 2 2010-07-07T07:02:02.710 2010 7 -true 2 2 2 20 2.2 20.2 5532 07/08/10 2 2010-07-08T07:12:03.160 2010 7 -true 2 2 2 20 2.2 20.2 5542 07/09/10 2 2010-07-09T07:22:03.610 2010 7 -true 2 2 2 20 2.2 20.2 5552 07/10/10 2 2010-07-10T07:32:04.600 2010 7 -true 2 2 2 20 2.2 20.2 5562 07/11/10 2 2010-07-11T07:42:04.510 2010 7 -true 2 2 2 20 2.2 20.2 5572 07/12/10 2 2010-07-12T07:52:04.960 2010 7 -true 2 2 2 20 2.2 20.2 5582 07/13/10 2 2010-07-13T08:02:05.410 2010 7 -true 2 2 2 20 2.2 20.2 5592 07/14/10 2 2010-07-14T08:12:05.860 2010 7 -true 2 2 2 20 2.2 20.2 5602 07/15/10 2 2010-07-15T08:22:06.310 2010 7 -true 2 2 2 20 2.2 20.2 5612 07/16/10 2 2010-07-16T08:32:06.760 2010 7 -true 2 2 2 20 2.2 20.2 5622 07/17/10 2 2010-07-17T08:42:07.210 2010 7 -true 2 2 2 20 2.2 20.2 5632 07/18/10 2 2010-07-18T08:52:07.660 2010 7 -true 2 2 2 20 2.2 20.2 5642 07/19/10 2 2010-07-19T09:02:08.110 2010 7 -true 2 2 2 20 2.2 20.2 5652 07/20/10 2 2010-07-20T09:12:08.560 2010 7 -true 2 2 2 20 2.2 20.2 5662 07/21/10 2 2010-07-21T09:22:09.100 2010 7 -true 2 2 2 20 2.2 20.2 5672 07/22/10 2 2010-07-22T09:32:09.460 2010 7 -true 2 2 2 20 2.2 20.2 5682 07/23/10 2 2010-07-23T09:42:09.910 2010 7 -true 2 2 2 20 2.2 20.2 5692 07/24/10 2 2010-07-24T09:52:10.360 2010 7 -true 2 2 2 20 2.2 20.2 5702 07/25/10 2 2010-07-25T10:02:10.810 2010 7 -true 2 2 2 20 2.2 20.2 5712 07/26/10 2 2010-07-26T10:12:11.260 2010 7 -true 2 2 2 20 2.2 20.2 5722 07/27/10 2 2010-07-27T10:22:11.710 2010 7 -true 2 2 2 20 2.2 20.2 5732 07/28/10 2 2010-07-28T10:32:12.160 2010 7 -true 2 2 2 20 2.2 20.2 5742 07/29/10 2 2010-07-29T10:42:12.610 2010 7 -true 2 2 2 20 2.2 20.2 5752 07/30/10 2 2010-07-30T10:52:13.600 2010 7 -true 2 2 2 20 2.2 20.2 5762 07/31/10 2 2010-07-31T11:02:13.510 2010 7 -true 2 2 2 20 2.2 20.2 5772 08/01/10 2 2010-08-01T06:02:00.100 2010 8 -true 2 2 2 20 2.2 20.2 5782 08/02/10 2 2010-08-02T06:12:00.460 2010 8 -true 2 2 2 20 2.2 20.2 5792 08/03/10 2 2010-08-03T06:22:00.910 2010 8 -true 2 2 2 20 2.2 20.2 5802 08/04/10 2 2010-08-04T06:32:01.360 2010 8 -true 2 2 2 20 2.2 20.2 5812 08/05/10 2 2010-08-05T06:42:01.810 2010 8 -true 2 2 2 20 2.2 20.2 5822 08/06/10 2 2010-08-06T06:52:02.260 2010 8 -true 2 2 2 20 2.2 20.2 5832 08/07/10 2 2010-08-07T07:02:02.710 2010 8 -true 2 2 2 20 2.2 20.2 5842 08/08/10 2 2010-08-08T07:12:03.160 2010 8 -true 2 2 2 20 2.2 20.2 5852 08/09/10 2 2010-08-09T07:22:03.610 2010 8 -true 2 2 2 20 2.2 20.2 5862 08/10/10 2 2010-08-10T07:32:04.600 2010 8 -true 2 2 2 20 2.2 20.2 5872 08/11/10 2 2010-08-11T07:42:04.510 2010 8 -true 2 2 2 20 2.2 20.2 5882 08/12/10 2 2010-08-12T07:52:04.960 2010 8 -true 2 2 2 20 2.2 20.2 5892 08/13/10 2 2010-08-13T08:02:05.410 2010 8 -true 2 2 2 20 2.2 20.2 5902 08/14/10 2 2010-08-14T08:12:05.860 2010 8 -true 2 2 2 20 2.2 20.2 5912 08/15/10 2 2010-08-15T08:22:06.310 2010 8 -true 2 2 2 20 2.2 20.2 5922 08/16/10 2 2010-08-16T08:32:06.760 2010 8 -true 2 2 2 20 2.2 20.2 5932 08/17/10 2 2010-08-17T08:42:07.210 2010 8 -true 2 2 2 20 2.2 20.2 5942 08/18/10 2 2010-08-18T08:52:07.660 2010 8 -true 2 2 2 20 2.2 20.2 5952 08/19/10 2 2010-08-19T09:02:08.110 2010 8 -true 2 2 2 20 2.2 20.2 5962 08/20/10 2 2010-08-20T09:12:08.560 2010 8 -true 2 2 2 20 2.2 20.2 5972 08/21/10 2 2010-08-21T09:22:09.100 2010 8 -true 2 2 2 20 2.2 20.2 5982 08/22/10 2 2010-08-22T09:32:09.460 2010 8 -true 2 2 2 20 2.2 20.2 5992 08/23/10 2 2010-08-23T09:42:09.910 2010 8 -true 2 2 2 20 2.2 20.2 6002 08/24/10 2 2010-08-24T09:52:10.360 2010 8 -true 2 2 2 20 2.2 20.2 6012 08/25/10 2 2010-08-25T10:02:10.810 2010 8 -true 2 2 2 20 2.2 20.2 6022 08/26/10 2 2010-08-26T10:12:11.260 2010 8 -true 2 2 2 20 2.2 20.2 6032 08/27/10 2 2010-08-27T10:22:11.710 2010 8 -true 2 2 2 20 2.2 20.2 6042 08/28/10 2 2010-08-28T10:32:12.160 2010 8 -true 2 2 2 20 2.2 20.2 6052 08/29/10 2 2010-08-29T10:42:12.610 2010 8 -true 2 2 2 20 2.2 20.2 6062 08/30/10 2 2010-08-30T10:52:13.600 2010 8 -true 2 2 2 20 2.2 20.2 6072 08/31/10 2 2010-08-31T11:02:13.510 2010 8 -true 2 2 2 20 2.2 20.2 6082 09/01/10 2 2010-09-01T06:02:00.100 2010 9 -true 2 2 2 20 2.2 20.2 6092 09/02/10 2 2010-09-02T06:12:00.460 2010 9 -true 2 2 2 20 2.2 20.2 6102 09/03/10 2 2010-09-03T06:22:00.910 2010 9 -true 2 2 2 20 2.2 20.2 6112 09/04/10 2 2010-09-04T06:32:01.360 2010 9 -true 2 2 2 20 2.2 20.2 6122 09/05/10 2 2010-09-05T06:42:01.810 2010 9 -true 2 2 2 20 2.2 20.2 6132 09/06/10 2 2010-09-06T06:52:02.260 2010 9 -true 2 2 2 20 2.2 20.2 6142 09/07/10 2 2010-09-07T07:02:02.710 2010 9 -true 2 2 2 20 2.2 20.2 6152 09/08/10 2 2010-09-08T07:12:03.160 2010 9 -true 2 2 2 20 2.2 20.2 6162 09/09/10 2 2010-09-09T07:22:03.610 2010 9 -true 2 2 2 20 2.2 20.2 6172 09/10/10 2 2010-09-10T07:32:04.600 2010 9 -true 2 2 2 20 2.2 20.2 6182 09/11/10 2 2010-09-11T07:42:04.510 2010 9 -true 2 2 2 20 2.2 20.2 6192 09/12/10 2 2010-09-12T07:52:04.960 2010 9 -true 2 2 2 20 2.2 20.2 6202 09/13/10 2 2010-09-13T08:02:05.410 2010 9 -true 2 2 2 20 2.2 20.2 6212 09/14/10 2 2010-09-14T08:12:05.860 2010 9 -true 2 2 2 20 2.2 20.2 6222 09/15/10 2 2010-09-15T08:22:06.310 2010 9 -true 2 2 2 20 2.2 20.2 6232 09/16/10 2 2010-09-16T08:32:06.760 2010 9 -true 2 2 2 20 2.2 20.2 6242 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10/01/10 2 2010-10-01T06:02:00.100 2010 10 -true 2 2 2 20 2.2 20.2 6392 10/02/10 2 2010-10-02T06:12:00.460 2010 10 -true 2 2 2 20 2.2 20.2 6402 10/03/10 2 2010-10-03T06:22:00.910 2010 10 -true 2 2 2 20 2.2 20.2 6412 10/04/10 2 2010-10-04T06:32:01.360 2010 10 -true 2 2 2 20 2.2 20.2 6422 10/05/10 2 2010-10-05T06:42:01.810 2010 10 -true 2 2 2 20 2.2 20.2 6432 10/06/10 2 2010-10-06T06:52:02.260 2010 10 -true 2 2 2 20 2.2 20.2 6442 10/07/10 2 2010-10-07T07:02:02.710 2010 10 -true 2 2 2 20 2.2 20.2 6452 10/08/10 2 2010-10-08T07:12:03.160 2010 10 -true 2 2 2 20 2.2 20.2 6462 10/09/10 2 2010-10-09T07:22:03.610 2010 10 -true 2 2 2 20 2.2 20.2 6472 10/10/10 2 2010-10-10T07:32:04.600 2010 10 -true 2 2 2 20 2.2 20.2 6482 10/11/10 2 2010-10-11T07:42:04.510 2010 10 -true 2 2 2 20 2.2 20.2 6492 10/12/10 2 2010-10-12T07:52:04.960 2010 10 -true 2 2 2 20 2.2 20.2 6502 10/13/10 2 2010-10-13T08:02:05.410 2010 10 -true 2 2 2 20 2.2 20.2 6512 10/14/10 2 2010-10-14T08:12:05.860 2010 10 -true 2 2 2 20 2.2 20.2 6522 10/15/10 2 2010-10-15T08:22:06.310 2010 10 -true 2 2 2 20 2.2 20.2 6532 10/16/10 2 2010-10-16T08:32:06.760 2010 10 -true 2 2 2 20 2.2 20.2 6542 10/17/10 2 2010-10-17T08:42:07.210 2010 10 -true 2 2 2 20 2.2 20.2 6552 10/18/10 2 2010-10-18T08:52:07.660 2010 10 -true 2 2 2 20 2.2 20.2 6562 10/19/10 2 2010-10-19T09:02:08.110 2010 10 -true 2 2 2 20 2.2 20.2 6572 10/20/10 2 2010-10-20T09:12:08.560 2010 10 -true 2 2 2 20 2.2 20.2 6582 10/21/10 2 2010-10-21T09:22:09.100 2010 10 -true 2 2 2 20 2.2 20.2 6592 10/22/10 2 2010-10-22T09:32:09.460 2010 10 -true 2 2 2 20 2.2 20.2 6602 10/23/10 2 2010-10-23T09:42:09.910 2010 10 -true 2 2 2 20 2.2 20.2 6612 10/24/10 2 2010-10-24T09:52:10.360 2010 10 -true 2 2 2 20 2.2 20.2 6622 10/25/10 2 2010-10-25T10:02:10.810 2010 10 -true 2 2 2 20 2.2 20.2 6632 10/26/10 2 2010-10-26T10:12:11.260 2010 10 -true 2 2 2 20 2.2 20.2 6642 10/27/10 2 2010-10-27T10:22:11.710 2010 10 -true 2 2 2 20 2.2 20.2 6652 10/28/10 2 2010-10-28T10:32:12.160 2010 10 -true 2 2 2 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2009-06-24T09:52:10.360 2009 6 -true 2 2 2 20 2.2 20.2 1752 06/25/09 2 2009-06-25T10:02:10.810 2009 6 -true 2 2 2 20 2.2 20.2 1762 06/26/09 2 2009-06-26T10:12:11.260 2009 6 -true 2 2 2 20 2.2 20.2 1772 06/27/09 2 2009-06-27T10:22:11.710 2009 6 -true 2 2 2 20 2.2 20.2 1782 06/28/09 2 2009-06-28T10:32:12.160 2009 6 -true 2 2 2 20 2.2 20.2 1792 06/29/09 2 2009-06-29T10:42:12.610 2009 6 -true 2 2 2 20 2.2 20.2 1802 06/30/09 2 2009-06-30T10:52:13.600 2009 6 -true 2 2 2 20 2.2 20.2 1812 07/01/09 2 2009-07-01T06:02:00.100 2009 7 -true 2 2 2 20 2.2 20.2 182 01/19/09 2 2009-01-19T10:02:08.110 2009 1 -true 2 2 2 20 2.2 20.2 1822 07/02/09 2 2009-07-02T06:12:00.460 2009 7 -true 2 2 2 20 2.2 20.2 1832 07/03/09 2 2009-07-03T06:22:00.910 2009 7 -true 2 2 2 20 2.2 20.2 1842 07/04/09 2 2009-07-04T06:32:01.360 2009 7 -true 2 2 2 20 2.2 20.2 1852 07/05/09 2 2009-07-05T06:42:01.810 2009 7 -true 2 2 2 20 2.2 20.2 1862 07/06/09 2 2009-07-06T06:52:02.260 2009 7 -true 2 2 2 20 2.2 20.2 1872 07/07/09 2 2009-07-07T07:02:02.710 2009 7 -true 2 2 2 20 2.2 20.2 1882 07/08/09 2 2009-07-08T07:12:03.160 2009 7 -true 2 2 2 20 2.2 20.2 1892 07/09/09 2 2009-07-09T07:22:03.610 2009 7 -true 2 2 2 20 2.2 20.2 1902 07/10/09 2 2009-07-10T07:32:04.600 2009 7 -true 2 2 2 20 2.2 20.2 1912 07/11/09 2 2009-07-11T07:42:04.510 2009 7 -true 2 2 2 20 2.2 20.2 192 01/20/09 2 2009-01-20T10:12:08.560 2009 1 -true 2 2 2 20 2.2 20.2 1922 07/12/09 2 2009-07-12T07:52:04.960 2009 7 -true 2 2 2 20 2.2 20.2 1932 07/13/09 2 2009-07-13T08:02:05.410 2009 7 -true 2 2 2 20 2.2 20.2 1942 07/14/09 2 2009-07-14T08:12:05.860 2009 7 -true 2 2 2 20 2.2 20.2 1952 07/15/09 2 2009-07-15T08:22:06.310 2009 7 -true 2 2 2 20 2.2 20.2 1962 07/16/09 2 2009-07-16T08:32:06.760 2009 7 -true 2 2 2 20 2.2 20.2 1972 07/17/09 2 2009-07-17T08:42:07.210 2009 7 -true 2 2 2 20 2.2 20.2 1982 07/18/09 2 2009-07-18T08:52:07.660 2009 7 -true 2 2 2 20 2.2 20.2 1992 07/19/09 2 2009-07-19T09:02:08.110 2009 7 -true 2 2 2 20 2.2 20.2 2 01/01/09 2 2009-01-01T07:02:00.100 2009 1 -true 2 2 2 20 2.2 20.2 2002 07/20/09 2 2009-07-20T09:12:08.560 2009 7 -true 2 2 2 20 2.2 20.2 2012 07/21/09 2 2009-07-21T09:22:09.100 2009 7 -true 2 2 2 20 2.2 20.2 202 01/21/09 2 2009-01-21T10:22:09.100 2009 1 -true 2 2 2 20 2.2 20.2 2022 07/22/09 2 2009-07-22T09:32:09.460 2009 7 -true 2 2 2 20 2.2 20.2 2032 07/23/09 2 2009-07-23T09:42:09.910 2009 7 -true 2 2 2 20 2.2 20.2 2042 07/24/09 2 2009-07-24T09:52:10.360 2009 7 -true 2 2 2 20 2.2 20.2 2052 07/25/09 2 2009-07-25T10:02:10.810 2009 7 -true 2 2 2 20 2.2 20.2 2062 07/26/09 2 2009-07-26T10:12:11.260 2009 7 -true 2 2 2 20 2.2 20.2 2072 07/27/09 2 2009-07-27T10:22:11.710 2009 7 -true 2 2 2 20 2.2 20.2 2082 07/28/09 2 2009-07-28T10:32:12.160 2009 7 -true 2 2 2 20 2.2 20.2 2092 07/29/09 2 2009-07-29T10:42:12.610 2009 7 -true 2 2 2 20 2.2 20.2 2102 07/30/09 2 2009-07-30T10:52:13.600 2009 7 -true 2 2 2 20 2.2 20.2 2112 07/31/09 2 2009-07-31T11:02:13.510 2009 7 -true 2 2 2 20 2.2 20.2 212 01/22/09 2 2009-01-22T10:32:09.460 2009 1 -true 2 2 2 20 2.2 20.2 2122 08/01/09 2 2009-08-01T06:02:00.100 2009 8 -true 2 2 2 20 2.2 20.2 2132 08/02/09 2 2009-08-02T06:12:00.460 2009 8 -true 2 2 2 20 2.2 20.2 2142 08/03/09 2 2009-08-03T06:22:00.910 2009 8 -true 2 2 2 20 2.2 20.2 2152 08/04/09 2 2009-08-04T06:32:01.360 2009 8 -true 2 2 2 20 2.2 20.2 2162 08/05/09 2 2009-08-05T06:42:01.810 2009 8 -true 2 2 2 20 2.2 20.2 2172 08/06/09 2 2009-08-06T06:52:02.260 2009 8 -true 2 2 2 20 2.2 20.2 2182 08/07/09 2 2009-08-07T07:02:02.710 2009 8 -true 2 2 2 20 2.2 20.2 2192 08/08/09 2 2009-08-08T07:12:03.160 2009 8 -true 2 2 2 20 2.2 20.2 22 01/03/09 2 2009-01-03T07:22:00.910 2009 1 -true 2 2 2 20 2.2 20.2 2202 08/09/09 2 2009-08-09T07:22:03.610 2009 8 -true 2 2 2 20 2.2 20.2 2212 08/10/09 2 2009-08-10T07:32:04.600 2009 8 -true 2 2 2 20 2.2 20.2 222 01/23/09 2 2009-01-23T10:42:09.910 2009 1 -true 2 2 2 20 2.2 20.2 2222 08/11/09 2 2009-08-11T07:42:04.510 2009 8 -true 2 2 2 20 2.2 20.2 2232 08/12/09 2 2009-08-12T07:52:04.960 2009 8 -true 2 2 2 20 2.2 20.2 2242 08/13/09 2 2009-08-13T08:02:05.410 2009 8 -true 2 2 2 20 2.2 20.2 2252 08/14/09 2 2009-08-14T08:12:05.860 2009 8 -true 2 2 2 20 2.2 20.2 2262 08/15/09 2 2009-08-15T08:22:06.310 2009 8 -true 2 2 2 20 2.2 20.2 2272 08/16/09 2 2009-08-16T08:32:06.760 2009 8 -true 2 2 2 20 2.2 20.2 2282 08/17/09 2 2009-08-17T08:42:07.210 2009 8 -true 2 2 2 20 2.2 20.2 2292 08/18/09 2 2009-08-18T08:52:07.660 2009 8 -true 2 2 2 20 2.2 20.2 2302 08/19/09 2 2009-08-19T09:02:08.110 2009 8 -true 2 2 2 20 2.2 20.2 2312 08/20/09 2 2009-08-20T09:12:08.560 2009 8 -true 2 2 2 20 2.2 20.2 232 01/24/09 2 2009-01-24T10:52:10.360 2009 1 -true 2 2 2 20 2.2 20.2 2322 08/21/09 2 2009-08-21T09:22:09.100 2009 8 -true 2 2 2 20 2.2 20.2 2332 08/22/09 2 2009-08-22T09:32:09.460 2009 8 -true 2 2 2 20 2.2 20.2 2342 08/23/09 2 2009-08-23T09:42:09.910 2009 8 -true 2 2 2 20 2.2 20.2 2352 08/24/09 2 2009-08-24T09:52:10.360 2009 8 -true 2 2 2 20 2.2 20.2 2362 08/25/09 2 2009-08-25T10:02:10.810 2009 8 -true 2 2 2 20 2.2 20.2 2372 08/26/09 2 2009-08-26T10:12:11.260 2009 8 -true 2 2 2 20 2.2 20.2 2382 08/27/09 2 2009-08-27T10:22:11.710 2009 8 -true 2 2 2 20 2.2 20.2 2392 08/28/09 2 2009-08-28T10:32:12.160 2009 8 -true 2 2 2 20 2.2 20.2 2402 08/29/09 2 2009-08-29T10:42:12.610 2009 8 -true 2 2 2 20 2.2 20.2 2412 08/30/09 2 2009-08-30T10:52:13.600 2009 8 -true 2 2 2 20 2.2 20.2 242 01/25/09 2 2009-01-25T11:02:10.810 2009 1 -true 2 2 2 20 2.2 20.2 2422 08/31/09 2 2009-08-31T11:02:13.510 2009 8 -true 2 2 2 20 2.2 20.2 2432 09/01/09 2 2009-09-01T06:02:00.100 2009 9 -true 2 2 2 20 2.2 20.2 2442 09/02/09 2 2009-09-02T06:12:00.460 2009 9 -true 2 2 2 20 2.2 20.2 2452 09/03/09 2 2009-09-03T06:22:00.910 2009 9 -true 2 2 2 20 2.2 20.2 2462 09/04/09 2 2009-09-04T06:32:01.360 2009 9 -true 2 2 2 20 2.2 20.2 2472 09/05/09 2 2009-09-05T06:42:01.810 2009 9 -true 2 2 2 20 2.2 20.2 2482 09/06/09 2 2009-09-06T06:52:02.260 2009 9 -true 2 2 2 20 2.2 20.2 2492 09/07/09 2 2009-09-07T07:02:02.710 2009 9 -true 2 2 2 20 2.2 20.2 2502 09/08/09 2 2009-09-08T07:12:03.160 2009 9 -true 2 2 2 20 2.2 20.2 2512 09/09/09 2 2009-09-09T07:22:03.610 2009 9 -true 2 2 2 20 2.2 20.2 252 01/26/09 2 2009-01-26T11:12:11.260 2009 1 -true 2 2 2 20 2.2 20.2 2522 09/10/09 2 2009-09-10T07:32:04.600 2009 9 -true 2 2 2 20 2.2 20.2 2532 09/11/09 2 2009-09-11T07:42:04.510 2009 9 -true 2 2 2 20 2.2 20.2 2542 09/12/09 2 2009-09-12T07:52:04.960 2009 9 -true 2 2 2 20 2.2 20.2 2552 09/13/09 2 2009-09-13T08:02:05.410 2009 9 -true 2 2 2 20 2.2 20.2 2562 09/14/09 2 2009-09-14T08:12:05.860 2009 9 -true 2 2 2 20 2.2 20.2 2572 09/15/09 2 2009-09-15T08:22:06.310 2009 9 -true 2 2 2 20 2.2 20.2 2582 09/16/09 2 2009-09-16T08:32:06.760 2009 9 -true 2 2 2 20 2.2 20.2 2592 09/17/09 2 2009-09-17T08:42:07.210 2009 9 -true 2 2 2 20 2.2 20.2 2602 09/18/09 2 2009-09-18T08:52:07.660 2009 9 -true 2 2 2 20 2.2 20.2 2612 09/19/09 2 2009-09-19T09:02:08.110 2009 9 -true 2 2 2 20 2.2 20.2 262 01/27/09 2 2009-01-27T11:22:11.710 2009 1 -true 2 2 2 20 2.2 20.2 2622 09/20/09 2 2009-09-20T09:12:08.560 2009 9 -true 2 2 2 20 2.2 20.2 2632 09/21/09 2 2009-09-21T09:22:09.100 2009 9 -true 2 2 2 20 2.2 20.2 2642 09/22/09 2 2009-09-22T09:32:09.460 2009 9 -true 2 2 2 20 2.2 20.2 2652 09/23/09 2 2009-09-23T09:42:09.910 2009 9 -true 2 2 2 20 2.2 20.2 2662 09/24/09 2 2009-09-24T09:52:10.360 2009 9 -true 2 2 2 20 2.2 20.2 2672 09/25/09 2 2009-09-25T10:02:10.810 2009 9 -true 2 2 2 20 2.2 20.2 2682 09/26/09 2 2009-09-26T10:12:11.260 2009 9 -true 2 2 2 20 2.2 20.2 2692 09/27/09 2 2009-09-27T10:22:11.710 2009 9 -true 2 2 2 20 2.2 20.2 2702 09/28/09 2 2009-09-28T10:32:12.160 2009 9 -true 2 2 2 20 2.2 20.2 2712 09/29/09 2 2009-09-29T10:42:12.610 2009 9 -true 2 2 2 20 2.2 20.2 272 01/28/09 2 2009-01-28T11:32:12.160 2009 1 -true 2 2 2 20 2.2 20.2 2722 09/30/09 2 2009-09-30T10:52:13.600 2009 9 -true 2 2 2 20 2.2 20.2 2732 10/01/09 2 2009-10-01T06:02:00.100 2009 10 -true 2 2 2 20 2.2 20.2 2742 10/02/09 2 2009-10-02T06:12:00.460 2009 10 -true 2 2 2 20 2.2 20.2 2752 10/03/09 2 2009-10-03T06:22:00.910 2009 10 -true 2 2 2 20 2.2 20.2 2762 10/04/09 2 2009-10-04T06:32:01.360 2009 10 -true 2 2 2 20 2.2 20.2 2772 10/05/09 2 2009-10-05T06:42:01.810 2009 10 -true 2 2 2 20 2.2 20.2 2782 10/06/09 2 2009-10-06T06:52:02.260 2009 10 -true 2 2 2 20 2.2 20.2 2792 10/07/09 2 2009-10-07T07:02:02.710 2009 10 -true 2 2 2 20 2.2 20.2 2802 10/08/09 2 2009-10-08T07:12:03.160 2009 10 -true 2 2 2 20 2.2 20.2 2812 10/09/09 2 2009-10-09T07:22:03.610 2009 10 -true 2 2 2 20 2.2 20.2 282 01/29/09 2 2009-01-29T11:42:12.610 2009 1 -true 2 2 2 20 2.2 20.2 2822 10/10/09 2 2009-10-10T07:32:04.600 2009 10 -true 2 2 2 20 2.2 20.2 2832 10/11/09 2 2009-10-11T07:42:04.510 2009 10 -true 2 2 2 20 2.2 20.2 2842 10/12/09 2 2009-10-12T07:52:04.960 2009 10 -true 2 2 2 20 2.2 20.2 2852 10/13/09 2 2009-10-13T08:02:05.410 2009 10 -true 2 2 2 20 2.2 20.2 2862 10/14/09 2 2009-10-14T08:12:05.860 2009 10 -true 2 2 2 20 2.2 20.2 2872 10/15/09 2 2009-10-15T08:22:06.310 2009 10 -true 2 2 2 20 2.2 20.2 2882 10/16/09 2 2009-10-16T08:32:06.760 2009 10 -true 2 2 2 20 2.2 20.2 2892 10/17/09 2 2009-10-17T08:42:07.210 2009 10 -true 2 2 2 20 2.2 20.2 2902 10/18/09 2 2009-10-18T08:52:07.660 2009 10 -true 2 2 2 20 2.2 20.2 2912 10/19/09 2 2009-10-19T09:02:08.110 2009 10 -true 2 2 2 20 2.2 20.2 292 01/30/09 2 2009-01-30T11:52:13.600 2009 1 -true 2 2 2 20 2.2 20.2 2922 10/20/09 2 2009-10-20T09:12:08.560 2009 10 -true 2 2 2 20 2.2 20.2 2932 10/21/09 2 2009-10-21T09:22:09.100 2009 10 -true 2 2 2 20 2.2 20.2 2942 10/22/09 2 2009-10-22T09:32:09.460 2009 10 -true 2 2 2 20 2.2 20.2 2952 10/23/09 2 2009-10-23T09:42:09.910 2009 10 -true 2 2 2 20 2.2 20.2 2962 10/24/09 2 2009-10-24T09:52:10.360 2009 10 -true 2 2 2 20 2.2 20.2 2972 10/25/09 2 2009-10-25T11:02:10.810 2009 10 -true 2 2 2 20 2.2 20.2 2982 10/26/09 2 2009-10-26T11:12:11.260 2009 10 -true 2 2 2 20 2.2 20.2 2992 10/27/09 2 2009-10-27T11:22:11.710 2009 10 -true 2 2 2 20 2.2 20.2 3002 10/28/09 2 2009-10-28T11:32:12.160 2009 10 -true 2 2 2 20 2.2 20.2 3012 10/29/09 2 2009-10-29T11:42:12.610 2009 10 -true 2 2 2 20 2.2 20.2 302 01/31/09 2 2009-01-31T12:02:13.510 2009 1 -true 2 2 2 20 2.2 20.2 3022 10/30/09 2 2009-10-30T11:52:13.600 2009 10 -true 2 2 2 20 2.2 20.2 3032 10/31/09 2 2009-10-31T12:02:13.510 2009 10 -true 2 2 2 20 2.2 20.2 3042 11/01/09 2 2009-11-01T07:02:00.100 2009 11 -true 2 2 2 20 2.2 20.2 3052 11/02/09 2 2009-11-02T07:12:00.460 2009 11 -true 2 2 2 20 2.2 20.2 3062 11/03/09 2 2009-11-03T07:22:00.910 2009 11 -true 2 2 2 20 2.2 20.2 3072 11/04/09 2 2009-11-04T07:32:01.360 2009 11 -true 2 2 2 20 2.2 20.2 3082 11/05/09 2 2009-11-05T07:42:01.810 2009 11 -true 2 2 2 20 2.2 20.2 3092 11/06/09 2 2009-11-06T07:52:02.260 2009 11 -true 2 2 2 20 2.2 20.2 3102 11/07/09 2 2009-11-07T08:02:02.710 2009 11 -true 2 2 2 20 2.2 20.2 3112 11/08/09 2 2009-11-08T08:12:03.160 2009 11 -true 2 2 2 20 2.2 20.2 312 02/01/09 2 2009-02-01T07:02:00.100 2009 2 -true 2 2 2 20 2.2 20.2 3122 11/09/09 2 2009-11-09T08:22:03.610 2009 11 -true 2 2 2 20 2.2 20.2 3132 11/10/09 2 2009-11-10T08:32:04.600 2009 11 -true 2 2 2 20 2.2 20.2 3142 11/11/09 2 2009-11-11T08:42:04.510 2009 11 -true 2 2 2 20 2.2 20.2 3152 11/12/09 2 2009-11-12T08:52:04.960 2009 11 -true 2 2 2 20 2.2 20.2 3162 11/13/09 2 2009-11-13T09:02:05.410 2009 11 -true 2 2 2 20 2.2 20.2 3172 11/14/09 2 2009-11-14T09:12:05.860 2009 11 -true 2 2 2 20 2.2 20.2 3182 11/15/09 2 2009-11-15T09:22:06.310 2009 11 -true 2 2 2 20 2.2 20.2 3192 11/16/09 2 2009-11-16T09:32:06.760 2009 11 -true 2 2 2 20 2.2 20.2 32 01/04/09 2 2009-01-04T07:32:01.360 2009 1 -true 2 2 2 20 2.2 20.2 3202 11/17/09 2 2009-11-17T09:42:07.210 2009 11 -true 2 2 2 20 2.2 20.2 3212 11/18/09 2 2009-11-18T09:52:07.660 2009 11 -true 2 2 2 20 2.2 20.2 322 02/02/09 2 2009-02-02T07:12:00.460 2009 2 -true 2 2 2 20 2.2 20.2 3222 11/19/09 2 2009-11-19T10:02:08.110 2009 11 -true 2 2 2 20 2.2 20.2 3232 11/20/09 2 2009-11-20T10:12:08.560 2009 11 -true 2 2 2 20 2.2 20.2 3242 11/21/09 2 2009-11-21T10:22:09.100 2009 11 -true 2 2 2 20 2.2 20.2 3252 11/22/09 2 2009-11-22T10:32:09.460 2009 11 -true 2 2 2 20 2.2 20.2 3262 11/23/09 2 2009-11-23T10:42:09.910 2009 11 -true 2 2 2 20 2.2 20.2 3272 11/24/09 2 2009-11-24T10:52:10.360 2009 11 -true 2 2 2 20 2.2 20.2 3282 11/25/09 2 2009-11-25T11:02:10.810 2009 11 -true 2 2 2 20 2.2 20.2 3292 11/26/09 2 2009-11-26T11:12:11.260 2009 11 -true 2 2 2 20 2.2 20.2 3302 11/27/09 2 2009-11-27T11:22:11.710 2009 11 -true 2 2 2 20 2.2 20.2 3312 11/28/09 2 2009-11-28T11:32:12.160 2009 11 -true 2 2 2 20 2.2 20.2 332 02/03/09 2 2009-02-03T07:22:00.910 2009 2 -true 2 2 2 20 2.2 20.2 3322 11/29/09 2 2009-11-29T11:42:12.610 2009 11 -true 2 2 2 20 2.2 20.2 3332 11/30/09 2 2009-11-30T11:52:13.600 2009 11 -true 2 2 2 20 2.2 20.2 3342 12/01/09 2 2009-12-01T07:02:00.100 2009 12 -true 2 2 2 20 2.2 20.2 3352 12/02/09 2 2009-12-02T07:12:00.460 2009 12 -true 2 2 2 20 2.2 20.2 3362 12/03/09 2 2009-12-03T07:22:00.910 2009 12 -true 2 2 2 20 2.2 20.2 3372 12/04/09 2 2009-12-04T07:32:01.360 2009 12 -true 2 2 2 20 2.2 20.2 3382 12/05/09 2 2009-12-05T07:42:01.810 2009 12 -true 2 2 2 20 2.2 20.2 3392 12/06/09 2 2009-12-06T07:52:02.260 2009 12 -true 2 2 2 20 2.2 20.2 3402 12/07/09 2 2009-12-07T08:02:02.710 2009 12 -true 2 2 2 20 2.2 20.2 342 02/04/09 2 2009-02-04T07:32:01.360 2009 2 -true 2 2 2 20 2.2 20.2 352 02/05/09 2 2009-02-05T07:42:01.810 2009 2 -true 2 2 2 20 2.2 20.2 362 02/06/09 2 2009-02-06T07:52:02.260 2009 2 -true 2 2 2 20 2.2 20.2 372 02/07/09 2 2009-02-07T08:02:02.710 2009 2 -true 2 2 2 20 2.2 20.2 382 02/08/09 2 2009-02-08T08:12:03.160 2009 2 -true 2 2 2 20 2.2 20.2 392 02/09/09 2 2009-02-09T08:22:03.610 2009 2 -true 2 2 2 20 2.2 20.2 402 02/10/09 2 2009-02-10T08:32:04.600 2009 2 -true 2 2 2 20 2.2 20.2 412 02/11/09 2 2009-02-11T08:42:04.510 2009 2 -true 2 2 2 20 2.2 20.2 42 01/05/09 2 2009-01-05T07:42:01.810 2009 1 -true 2 2 2 20 2.2 20.2 422 02/12/09 2 2009-02-12T08:52:04.960 2009 2 -true 2 2 2 20 2.2 20.2 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3 3 3 30 3.3 30.3 4753 04/21/10 3 2010-04-21T09:23:09.300 2010 4 -false 3 3 3 30 3.3 30.3 4763 04/22/10 3 2010-04-22T09:33:09.480 2010 4 -false 3 3 3 30 3.3 30.3 4773 04/23/10 3 2010-04-23T09:43:09.930 2010 4 -false 3 3 3 30 3.3 30.3 4783 04/24/10 3 2010-04-24T09:53:10.380 2010 4 -false 3 3 3 30 3.3 30.3 4793 04/25/10 3 2010-04-25T10:03:10.830 2010 4 -false 3 3 3 30 3.3 30.3 4803 04/26/10 3 2010-04-26T10:13:11.280 2010 4 -false 3 3 3 30 3.3 30.3 4813 04/27/10 3 2010-04-27T10:23:11.730 2010 4 -false 3 3 3 30 3.3 30.3 4823 04/28/10 3 2010-04-28T10:33:12.180 2010 4 -false 3 3 3 30 3.3 30.3 483 02/18/09 3 2009-02-18T09:53:07.680 2009 2 -false 3 3 3 30 3.3 30.3 4833 04/29/10 3 2010-04-29T10:43:12.630 2010 4 -false 3 3 3 30 3.3 30.3 4843 04/30/10 3 2010-04-30T10:53:13.800 2010 4 -false 3 3 3 30 3.3 30.3 4853 05/01/10 3 2010-05-01T06:03:00.300 2010 5 -false 3 3 3 30 3.3 30.3 4863 05/02/10 3 2010-05-02T06:13:00.480 2010 5 -false 3 3 3 30 3.3 30.3 4873 05/03/10 3 2010-05-03T06:23:00.930 2010 5 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3.3 30.3 5503 07/05/10 3 2010-07-05T06:43:01.830 2010 7 -false 3 3 3 30 3.3 30.3 5513 07/06/10 3 2010-07-06T06:53:02.280 2010 7 -false 3 3 3 30 3.3 30.3 5523 07/07/10 3 2010-07-07T07:03:02.730 2010 7 -false 3 3 3 30 3.3 30.3 553 02/25/09 3 2009-02-25T11:03:10.830 2009 2 -false 3 3 3 30 3.3 30.3 5533 07/08/10 3 2010-07-08T07:13:03.180 2010 7 -false 3 3 3 30 3.3 30.3 5543 07/09/10 3 2010-07-09T07:23:03.630 2010 7 -false 3 3 3 30 3.3 30.3 5553 07/10/10 3 2010-07-10T07:33:04.800 2010 7 -false 3 3 3 30 3.3 30.3 5563 07/11/10 3 2010-07-11T07:43:04.530 2010 7 -false 3 3 3 30 3.3 30.3 5573 07/12/10 3 2010-07-12T07:53:04.980 2010 7 -false 3 3 3 30 3.3 30.3 5583 07/13/10 3 2010-07-13T08:03:05.430 2010 7 -false 3 3 3 30 3.3 30.3 5593 07/14/10 3 2010-07-14T08:13:05.880 2010 7 -false 3 3 3 30 3.3 30.3 5603 07/15/10 3 2010-07-15T08:23:06.330 2010 7 -false 3 3 3 30 3.3 30.3 5613 07/16/10 3 2010-07-16T08:33:06.780 2010 7 -false 3 3 3 30 3.3 30.3 5623 07/17/10 3 2010-07-17T08:43:07.230 2010 7 -false 3 3 3 30 3.3 30.3 563 02/26/09 3 2009-02-26T11:13:11.280 2009 2 -false 3 3 3 30 3.3 30.3 5633 07/18/10 3 2010-07-18T08:53:07.680 2010 7 -false 3 3 3 30 3.3 30.3 5643 07/19/10 3 2010-07-19T09:03:08.130 2010 7 -false 3 3 3 30 3.3 30.3 5653 07/20/10 3 2010-07-20T09:13:08.580 2010 7 -false 3 3 3 30 3.3 30.3 5663 07/21/10 3 2010-07-21T09:23:09.300 2010 7 -false 3 3 3 30 3.3 30.3 5673 07/22/10 3 2010-07-22T09:33:09.480 2010 7 -false 3 3 3 30 3.3 30.3 5683 07/23/10 3 2010-07-23T09:43:09.930 2010 7 -false 3 3 3 30 3.3 30.3 5693 07/24/10 3 2010-07-24T09:53:10.380 2010 7 -false 3 3 3 30 3.3 30.3 5703 07/25/10 3 2010-07-25T10:03:10.830 2010 7 -false 3 3 3 30 3.3 30.3 5713 07/26/10 3 2010-07-26T10:13:11.280 2010 7 -false 3 3 3 30 3.3 30.3 5723 07/27/10 3 2010-07-27T10:23:11.730 2010 7 -false 3 3 3 30 3.3 30.3 573 02/27/09 3 2009-02-27T11:23:11.730 2009 2 -false 3 3 3 30 3.3 30.3 5733 07/28/10 3 2010-07-28T10:33:12.180 2010 7 -false 3 3 3 30 3.3 30.3 5743 07/29/10 3 2010-07-29T10:43:12.630 2010 7 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1452 05/26/09 2 2009-05-26T10:12:11.260 2009 5 -true 2 2 2 20 2.2 20.2 1462 05/27/09 2 2009-05-27T10:22:11.710 2009 5 -true 2 2 2 20 2.2 20.2 1472 05/28/09 2 2009-05-28T10:32:12.160 2009 5 -true 2 2 2 20 2.2 20.2 1482 05/29/09 2 2009-05-29T10:42:12.610 2009 5 -true 2 2 2 20 2.2 20.2 1492 05/30/09 2 2009-05-30T10:52:13.600 2009 5 -true 2 2 2 20 2.2 20.2 1502 05/31/09 2 2009-05-31T11:02:13.510 2009 5 -true 2 2 2 20 2.2 20.2 1512 06/01/09 2 2009-06-01T06:02:00.100 2009 6 -true 2 2 2 20 2.2 20.2 152 01/16/09 2 2009-01-16T09:32:06.760 2009 1 -true 2 2 2 20 2.2 20.2 1522 06/02/09 2 2009-06-02T06:12:00.460 2009 6 -true 2 2 2 20 2.2 20.2 1532 06/03/09 2 2009-06-03T06:22:00.910 2009 6 -true 2 2 2 20 2.2 20.2 1542 06/04/09 2 2009-06-04T06:32:01.360 2009 6 -true 2 2 2 20 2.2 20.2 1552 06/05/09 2 2009-06-05T06:42:01.810 2009 6 -true 2 2 2 20 2.2 20.2 1562 06/06/09 2 2009-06-06T06:52:02.260 2009 6 -true 2 2 2 20 2.2 20.2 1572 06/07/09 2 2009-06-07T07:02:02.710 2009 6 -true 2 2 2 20 2.2 20.2 1582 06/08/09 2 2009-06-08T07:12:03.160 2009 6 -true 2 2 2 20 2.2 20.2 1592 06/09/09 2 2009-06-09T07:22:03.610 2009 6 -true 2 2 2 20 2.2 20.2 1602 06/10/09 2 2009-06-10T07:32:04.600 2009 6 -true 2 2 2 20 2.2 20.2 1612 06/11/09 2 2009-06-11T07:42:04.510 2009 6 -true 2 2 2 20 2.2 20.2 162 01/17/09 2 2009-01-17T09:42:07.210 2009 1 -true 2 2 2 20 2.2 20.2 1622 06/12/09 2 2009-06-12T07:52:04.960 2009 6 -true 2 2 2 20 2.2 20.2 1632 06/13/09 2 2009-06-13T08:02:05.410 2009 6 -true 2 2 2 20 2.2 20.2 1642 06/14/09 2 2009-06-14T08:12:05.860 2009 6 -true 2 2 2 20 2.2 20.2 1652 06/15/09 2 2009-06-15T08:22:06.310 2009 6 -true 2 2 2 20 2.2 20.2 1662 06/16/09 2 2009-06-16T08:32:06.760 2009 6 -true 2 2 2 20 2.2 20.2 1672 06/17/09 2 2009-06-17T08:42:07.210 2009 6 -true 2 2 2 20 2.2 20.2 1682 06/18/09 2 2009-06-18T08:52:07.660 2009 6 -true 2 2 2 20 2.2 20.2 1692 06/19/09 2 2009-06-19T09:02:08.110 2009 6 -true 2 2 2 20 2.2 20.2 1702 06/20/09 2 2009-06-20T09:12:08.560 2009 6 -true 2 2 2 20 2.2 20.2 1712 06/21/09 2 2009-06-21T09:22:09.100 2009 6 -true 2 2 2 20 2.2 20.2 172 01/18/09 2 2009-01-18T09:52:07.660 2009 1 -true 2 2 2 20 2.2 20.2 1722 06/22/09 2 2009-06-22T09:32:09.460 2009 6 -true 2 2 2 20 2.2 20.2 1732 06/23/09 2 2009-06-23T09:42:09.910 2009 6 -true 2 2 2 20 2.2 20.2 1742 06/24/09 2 2009-06-24T09:52:10.360 2009 6 -true 2 2 2 20 2.2 20.2 1752 06/25/09 2 2009-06-25T10:02:10.810 2009 6 -true 2 2 2 20 2.2 20.2 1762 06/26/09 2 2009-06-26T10:12:11.260 2009 6 -true 2 2 2 20 2.2 20.2 1772 06/27/09 2 2009-06-27T10:22:11.710 2009 6 -true 2 2 2 20 2.2 20.2 1782 06/28/09 2 2009-06-28T10:32:12.160 2009 6 -true 2 2 2 20 2.2 20.2 1792 06/29/09 2 2009-06-29T10:42:12.610 2009 6 -true 2 2 2 20 2.2 20.2 1802 06/30/09 2 2009-06-30T10:52:13.600 2009 6 -true 2 2 2 20 2.2 20.2 1812 07/01/09 2 2009-07-01T06:02:00.100 2009 7 -true 2 2 2 20 2.2 20.2 182 01/19/09 2 2009-01-19T10:02:08.110 2009 1 -true 2 2 2 20 2.2 20.2 1822 07/02/09 2 2009-07-02T06:12:00.460 2009 7 -true 2 2 2 20 2.2 20.2 1832 07/03/09 2 2009-07-03T06:22:00.910 2009 7 -true 2 2 2 20 2.2 20.2 1842 07/04/09 2 2009-07-04T06:32:01.360 2009 7 -true 2 2 2 20 2.2 20.2 1852 07/05/09 2 2009-07-05T06:42:01.810 2009 7 -true 2 2 2 20 2.2 20.2 1862 07/06/09 2 2009-07-06T06:52:02.260 2009 7 -true 2 2 2 20 2.2 20.2 1872 07/07/09 2 2009-07-07T07:02:02.710 2009 7 -true 2 2 2 20 2.2 20.2 1882 07/08/09 2 2009-07-08T07:12:03.160 2009 7 -true 2 2 2 20 2.2 20.2 1892 07/09/09 2 2009-07-09T07:22:03.610 2009 7 -true 2 2 2 20 2.2 20.2 1902 07/10/09 2 2009-07-10T07:32:04.600 2009 7 -true 2 2 2 20 2.2 20.2 1912 07/11/09 2 2009-07-11T07:42:04.510 2009 7 -true 2 2 2 20 2.2 20.2 192 01/20/09 2 2009-01-20T10:12:08.560 2009 1 -true 2 2 2 20 2.2 20.2 1922 07/12/09 2 2009-07-12T07:52:04.960 2009 7 -true 2 2 2 20 2.2 20.2 1932 07/13/09 2 2009-07-13T08:02:05.410 2009 7 -true 2 2 2 20 2.2 20.2 1942 07/14/09 2 2009-07-14T08:12:05.860 2009 7 -true 2 2 2 20 2.2 20.2 1952 07/15/09 2 2009-07-15T08:22:06.310 2009 7 -true 2 2 2 20 2.2 20.2 1962 07/16/09 2 2009-07-16T08:32:06.760 2009 7 -true 2 2 2 20 2.2 20.2 1972 07/17/09 2 2009-07-17T08:42:07.210 2009 7 -true 2 2 2 20 2.2 20.2 1982 07/18/09 2 2009-07-18T08:52:07.660 2009 7 -true 2 2 2 20 2.2 20.2 1992 07/19/09 2 2009-07-19T09:02:08.110 2009 7 -true 2 2 2 20 2.2 20.2 2 01/01/09 2 2009-01-01T07:02:00.100 2009 1 -true 2 2 2 20 2.2 20.2 2002 07/20/09 2 2009-07-20T09:12:08.560 2009 7 -true 2 2 2 20 2.2 20.2 2012 07/21/09 2 2009-07-21T09:22:09.100 2009 7 -true 2 2 2 20 2.2 20.2 202 01/21/09 2 2009-01-21T10:22:09.100 2009 1 -true 2 2 2 20 2.2 20.2 2022 07/22/09 2 2009-07-22T09:32:09.460 2009 7 -true 2 2 2 20 2.2 20.2 2032 07/23/09 2 2009-07-23T09:42:09.910 2009 7 -true 2 2 2 20 2.2 20.2 2042 07/24/09 2 2009-07-24T09:52:10.360 2009 7 -true 2 2 2 20 2.2 20.2 2052 07/25/09 2 2009-07-25T10:02:10.810 2009 7 -true 2 2 2 20 2.2 20.2 2062 07/26/09 2 2009-07-26T10:12:11.260 2009 7 -true 2 2 2 20 2.2 20.2 2072 07/27/09 2 2009-07-27T10:22:11.710 2009 7 -true 2 2 2 20 2.2 20.2 2082 07/28/09 2 2009-07-28T10:32:12.160 2009 7 -true 2 2 2 20 2.2 20.2 2092 07/29/09 2 2009-07-29T10:42:12.610 2009 7 -true 2 2 2 20 2.2 20.2 2102 07/30/09 2 2009-07-30T10:52:13.600 2009 7 -true 2 2 2 20 2.2 20.2 2112 07/31/09 2 2009-07-31T11:02:13.510 2009 7 -true 2 2 2 20 2.2 20.2 212 01/22/09 2 2009-01-22T10:32:09.460 2009 1 -true 2 2 2 20 2.2 20.2 2122 08/01/09 2 2009-08-01T06:02:00.100 2009 8 -true 2 2 2 20 2.2 20.2 2132 08/02/09 2 2009-08-02T06:12:00.460 2009 8 -true 2 2 2 20 2.2 20.2 2142 08/03/09 2 2009-08-03T06:22:00.910 2009 8 -true 2 2 2 20 2.2 20.2 2152 08/04/09 2 2009-08-04T06:32:01.360 2009 8 -true 2 2 2 20 2.2 20.2 2162 08/05/09 2 2009-08-05T06:42:01.810 2009 8 -true 2 2 2 20 2.2 20.2 2172 08/06/09 2 2009-08-06T06:52:02.260 2009 8 -true 2 2 2 20 2.2 20.2 2182 08/07/09 2 2009-08-07T07:02:02.710 2009 8 -true 2 2 2 20 2.2 20.2 2192 08/08/09 2 2009-08-08T07:12:03.160 2009 8 -true 2 2 2 20 2.2 20.2 22 01/03/09 2 2009-01-03T07:22:00.910 2009 1 -true 2 2 2 20 2.2 20.2 2202 08/09/09 2 2009-08-09T07:22:03.610 2009 8 -true 2 2 2 20 2.2 20.2 2212 08/10/09 2 2009-08-10T07:32:04.600 2009 8 -true 2 2 2 20 2.2 20.2 222 01/23/09 2 2009-01-23T10:42:09.910 2009 1 -true 2 2 2 20 2.2 20.2 2222 08/11/09 2 2009-08-11T07:42:04.510 2009 8 -true 2 2 2 20 2.2 20.2 2232 08/12/09 2 2009-08-12T07:52:04.960 2009 8 -true 2 2 2 20 2.2 20.2 2242 08/13/09 2 2009-08-13T08:02:05.410 2009 8 -true 2 2 2 20 2.2 20.2 2252 08/14/09 2 2009-08-14T08:12:05.860 2009 8 -true 2 2 2 20 2.2 20.2 2262 08/15/09 2 2009-08-15T08:22:06.310 2009 8 -true 2 2 2 20 2.2 20.2 2272 08/16/09 2 2009-08-16T08:32:06.760 2009 8 -true 2 2 2 20 2.2 20.2 2282 08/17/09 2 2009-08-17T08:42:07.210 2009 8 -true 2 2 2 20 2.2 20.2 2292 08/18/09 2 2009-08-18T08:52:07.660 2009 8 -true 2 2 2 20 2.2 20.2 2302 08/19/09 2 2009-08-19T09:02:08.110 2009 8 -true 2 2 2 20 2.2 20.2 2312 08/20/09 2 2009-08-20T09:12:08.560 2009 8 -true 2 2 2 20 2.2 20.2 232 01/24/09 2 2009-01-24T10:52:10.360 2009 1 -true 2 2 2 20 2.2 20.2 2322 08/21/09 2 2009-08-21T09:22:09.100 2009 8 -true 2 2 2 20 2.2 20.2 2332 08/22/09 2 2009-08-22T09:32:09.460 2009 8 -true 2 2 2 20 2.2 20.2 2342 08/23/09 2 2009-08-23T09:42:09.910 2009 8 -true 2 2 2 20 2.2 20.2 2352 08/24/09 2 2009-08-24T09:52:10.360 2009 8 -true 2 2 2 20 2.2 20.2 2362 08/25/09 2 2009-08-25T10:02:10.810 2009 8 -true 2 2 2 20 2.2 20.2 2372 08/26/09 2 2009-08-26T10:12:11.260 2009 8 -true 2 2 2 20 2.2 20.2 2382 08/27/09 2 2009-08-27T10:22:11.710 2009 8 -true 2 2 2 20 2.2 20.2 2392 08/28/09 2 2009-08-28T10:32:12.160 2009 8 -true 2 2 2 20 2.2 20.2 2402 08/29/09 2 2009-08-29T10:42:12.610 2009 8 -true 2 2 2 20 2.2 20.2 2412 08/30/09 2 2009-08-30T10:52:13.600 2009 8 -true 2 2 2 20 2.2 20.2 242 01/25/09 2 2009-01-25T11:02:10.810 2009 1 -true 2 2 2 20 2.2 20.2 2422 08/31/09 2 2009-08-31T11:02:13.510 2009 8 -true 2 2 2 20 2.2 20.2 2432 09/01/09 2 2009-09-01T06:02:00.100 2009 9 -true 2 2 2 20 2.2 20.2 2442 09/02/09 2 2009-09-02T06:12:00.460 2009 9 -true 2 2 2 20 2.2 20.2 2452 09/03/09 2 2009-09-03T06:22:00.910 2009 9 -true 2 2 2 20 2.2 20.2 2462 09/04/09 2 2009-09-04T06:32:01.360 2009 9 -true 2 2 2 20 2.2 20.2 2472 09/05/09 2 2009-09-05T06:42:01.810 2009 9 -true 2 2 2 20 2.2 20.2 2482 09/06/09 2 2009-09-06T06:52:02.260 2009 9 -true 2 2 2 20 2.2 20.2 2492 09/07/09 2 2009-09-07T07:02:02.710 2009 9 -true 2 2 2 20 2.2 20.2 2502 09/08/09 2 2009-09-08T07:12:03.160 2009 9 -true 2 2 2 20 2.2 20.2 2512 09/09/09 2 2009-09-09T07:22:03.610 2009 9 -true 2 2 2 20 2.2 20.2 252 01/26/09 2 2009-01-26T11:12:11.260 2009 1 -true 2 2 2 20 2.2 20.2 2522 09/10/09 2 2009-09-10T07:32:04.600 2009 9 -true 2 2 2 20 2.2 20.2 2532 09/11/09 2 2009-09-11T07:42:04.510 2009 9 -true 2 2 2 20 2.2 20.2 2542 09/12/09 2 2009-09-12T07:52:04.960 2009 9 -true 2 2 2 20 2.2 20.2 2552 09/13/09 2 2009-09-13T08:02:05.410 2009 9 -true 2 2 2 20 2.2 20.2 2562 09/14/09 2 2009-09-14T08:12:05.860 2009 9 -true 2 2 2 20 2.2 20.2 2572 09/15/09 2 2009-09-15T08:22:06.310 2009 9 -true 2 2 2 20 2.2 20.2 2582 09/16/09 2 2009-09-16T08:32:06.760 2009 9 -true 2 2 2 20 2.2 20.2 2592 09/17/09 2 2009-09-17T08:42:07.210 2009 9 -true 2 2 2 20 2.2 20.2 2602 09/18/09 2 2009-09-18T08:52:07.660 2009 9 -true 2 2 2 20 2.2 20.2 2612 09/19/09 2 2009-09-19T09:02:08.110 2009 9 -true 2 2 2 20 2.2 20.2 262 01/27/09 2 2009-01-27T11:22:11.710 2009 1 -true 2 2 2 20 2.2 20.2 2622 09/20/09 2 2009-09-20T09:12:08.560 2009 9 -true 2 2 2 20 2.2 20.2 2632 09/21/09 2 2009-09-21T09:22:09.100 2009 9 -true 2 2 2 20 2.2 20.2 2642 09/22/09 2 2009-09-22T09:32:09.460 2009 9 -true 2 2 2 20 2.2 20.2 2652 09/23/09 2 2009-09-23T09:42:09.910 2009 9 -true 2 2 2 20 2.2 20.2 2662 09/24/09 2 2009-09-24T09:52:10.360 2009 9 -true 2 2 2 20 2.2 20.2 2672 09/25/09 2 2009-09-25T10:02:10.810 2009 9 -true 2 2 2 20 2.2 20.2 2682 09/26/09 2 2009-09-26T10:12:11.260 2009 9 -true 2 2 2 20 2.2 20.2 2692 09/27/09 2 2009-09-27T10:22:11.710 2009 9 -true 2 2 2 20 2.2 20.2 2702 09/28/09 2 2009-09-28T10:32:12.160 2009 9 -true 2 2 2 20 2.2 20.2 2712 09/29/09 2 2009-09-29T10:42:12.610 2009 9 -true 2 2 2 20 2.2 20.2 272 01/28/09 2 2009-01-28T11:32:12.160 2009 1 -true 2 2 2 20 2.2 20.2 2722 09/30/09 2 2009-09-30T10:52:13.600 2009 9 -true 2 2 2 20 2.2 20.2 2732 10/01/09 2 2009-10-01T06:02:00.100 2009 10 -true 2 2 2 20 2.2 20.2 2742 10/02/09 2 2009-10-02T06:12:00.460 2009 10 -true 2 2 2 20 2.2 20.2 2752 10/03/09 2 2009-10-03T06:22:00.910 2009 10 -true 2 2 2 20 2.2 20.2 2762 10/04/09 2 2009-10-04T06:32:01.360 2009 10 -true 2 2 2 20 2.2 20.2 2772 10/05/09 2 2009-10-05T06:42:01.810 2009 10 -true 2 2 2 20 2.2 20.2 2782 10/06/09 2 2009-10-06T06:52:02.260 2009 10 -true 2 2 2 20 2.2 20.2 2792 10/07/09 2 2009-10-07T07:02:02.710 2009 10 -true 2 2 2 20 2.2 20.2 2802 10/08/09 2 2009-10-08T07:12:03.160 2009 10 -true 2 2 2 20 2.2 20.2 2812 10/09/09 2 2009-10-09T07:22:03.610 2009 10 -true 2 2 2 20 2.2 20.2 282 01/29/09 2 2009-01-29T11:42:12.610 2009 1 -true 2 2 2 20 2.2 20.2 2822 10/10/09 2 2009-10-10T07:32:04.600 2009 10 -true 2 2 2 20 2.2 20.2 2832 10/11/09 2 2009-10-11T07:42:04.510 2009 10 -true 2 2 2 20 2.2 20.2 2842 10/12/09 2 2009-10-12T07:52:04.960 2009 10 -true 2 2 2 20 2.2 20.2 2852 10/13/09 2 2009-10-13T08:02:05.410 2009 10 -true 2 2 2 20 2.2 20.2 2862 10/14/09 2 2009-10-14T08:12:05.860 2009 10 -true 2 2 2 20 2.2 20.2 2872 10/15/09 2 2009-10-15T08:22:06.310 2009 10 -true 2 2 2 20 2.2 20.2 2882 10/16/09 2 2009-10-16T08:32:06.760 2009 10 -true 2 2 2 20 2.2 20.2 2892 10/17/09 2 2009-10-17T08:42:07.210 2009 10 -true 2 2 2 20 2.2 20.2 2902 10/18/09 2 2009-10-18T08:52:07.660 2009 10 -true 2 2 2 20 2.2 20.2 2912 10/19/09 2 2009-10-19T09:02:08.110 2009 10 -true 2 2 2 20 2.2 20.2 292 01/30/09 2 2009-01-30T11:52:13.600 2009 1 -true 2 2 2 20 2.2 20.2 2922 10/20/09 2 2009-10-20T09:12:08.560 2009 10 -true 2 2 2 20 2.2 20.2 2932 10/21/09 2 2009-10-21T09:22:09.100 2009 10 -true 2 2 2 20 2.2 20.2 2942 10/22/09 2 2009-10-22T09:32:09.460 2009 10 -true 2 2 2 20 2.2 20.2 2952 10/23/09 2 2009-10-23T09:42:09.910 2009 10 -true 2 2 2 20 2.2 20.2 2962 10/24/09 2 2009-10-24T09:52:10.360 2009 10 -true 2 2 2 20 2.2 20.2 2972 10/25/09 2 2009-10-25T11:02:10.810 2009 10 -true 2 2 2 20 2.2 20.2 2982 10/26/09 2 2009-10-26T11:12:11.260 2009 10 -true 2 2 2 20 2.2 20.2 2992 10/27/09 2 2009-10-27T11:22:11.710 2009 10 -true 2 2 2 20 2.2 20.2 3002 10/28/09 2 2009-10-28T11:32:12.160 2009 10 -true 2 2 2 20 2.2 20.2 3012 10/29/09 2 2009-10-29T11:42:12.610 2009 10 -true 2 2 2 20 2.2 20.2 302 01/31/09 2 2009-01-31T12:02:13.510 2009 1 -true 2 2 2 20 2.2 20.2 3022 10/30/09 2 2009-10-30T11:52:13.600 2009 10 -true 2 2 2 20 2.2 20.2 3032 10/31/09 2 2009-10-31T12:02:13.510 2009 10 -true 2 2 2 20 2.2 20.2 3042 11/01/09 2 2009-11-01T07:02:00.100 2009 11 -true 2 2 2 20 2.2 20.2 3052 11/02/09 2 2009-11-02T07:12:00.460 2009 11 -true 2 2 2 20 2.2 20.2 3062 11/03/09 2 2009-11-03T07:22:00.910 2009 11 -true 2 2 2 20 2.2 20.2 3072 11/04/09 2 2009-11-04T07:32:01.360 2009 11 -true 2 2 2 20 2.2 20.2 3082 11/05/09 2 2009-11-05T07:42:01.810 2009 11 -true 2 2 2 20 2.2 20.2 3092 11/06/09 2 2009-11-06T07:52:02.260 2009 11 -true 2 2 2 20 2.2 20.2 3102 11/07/09 2 2009-11-07T08:02:02.710 2009 11 -true 2 2 2 20 2.2 20.2 3112 11/08/09 2 2009-11-08T08:12:03.160 2009 11 -true 2 2 2 20 2.2 20.2 312 02/01/09 2 2009-02-01T07:02:00.100 2009 2 -true 2 2 2 20 2.2 20.2 3122 11/09/09 2 2009-11-09T08:22:03.610 2009 11 -true 2 2 2 20 2.2 20.2 3132 11/10/09 2 2009-11-10T08:32:04.600 2009 11 -true 2 2 2 20 2.2 20.2 3142 11/11/09 2 2009-11-11T08:42:04.510 2009 11 -true 2 2 2 20 2.2 20.2 3152 11/12/09 2 2009-11-12T08:52:04.960 2009 11 -true 2 2 2 20 2.2 20.2 3162 11/13/09 2 2009-11-13T09:02:05.410 2009 11 -true 2 2 2 20 2.2 20.2 3172 11/14/09 2 2009-11-14T09:12:05.860 2009 11 -true 2 2 2 20 2.2 20.2 3182 11/15/09 2 2009-11-15T09:22:06.310 2009 11 -true 2 2 2 20 2.2 20.2 3192 11/16/09 2 2009-11-16T09:32:06.760 2009 11 -true 2 2 2 20 2.2 20.2 32 01/04/09 2 2009-01-04T07:32:01.360 2009 1 -true 2 2 2 20 2.2 20.2 3202 11/17/09 2 2009-11-17T09:42:07.210 2009 11 -true 2 2 2 20 2.2 20.2 3212 11/18/09 2 2009-11-18T09:52:07.660 2009 11 -true 2 2 2 20 2.2 20.2 322 02/02/09 2 2009-02-02T07:12:00.460 2009 2 -true 2 2 2 20 2.2 20.2 3222 11/19/09 2 2009-11-19T10:02:08.110 2009 11 -true 2 2 2 20 2.2 20.2 3232 11/20/09 2 2009-11-20T10:12:08.560 2009 11 -true 2 2 2 20 2.2 20.2 3242 11/21/09 2 2009-11-21T10:22:09.100 2009 11 -true 2 2 2 20 2.2 20.2 3252 11/22/09 2 2009-11-22T10:32:09.460 2009 11 -true 2 2 2 20 2.2 20.2 3262 11/23/09 2 2009-11-23T10:42:09.910 2009 11 -true 2 2 2 20 2.2 20.2 3272 11/24/09 2 2009-11-24T10:52:10.360 2009 11 -true 2 2 2 20 2.2 20.2 3282 11/25/09 2 2009-11-25T11:02:10.810 2009 11 -true 2 2 2 20 2.2 20.2 3292 11/26/09 2 2009-11-26T11:12:11.260 2009 11 -true 2 2 2 20 2.2 20.2 3302 11/27/09 2 2009-11-27T11:22:11.710 2009 11 -true 2 2 2 20 2.2 20.2 3312 11/28/09 2 2009-11-28T11:32:12.160 2009 11 -true 2 2 2 20 2.2 20.2 332 02/03/09 2 2009-02-03T07:22:00.910 2009 2 -true 2 2 2 20 2.2 20.2 3322 11/29/09 2 2009-11-29T11:42:12.610 2009 11 -true 2 2 2 20 2.2 20.2 3332 11/30/09 2 2009-11-30T11:52:13.600 2009 11 -true 2 2 2 20 2.2 20.2 3342 12/01/09 2 2009-12-01T07:02:00.100 2009 12 -true 2 2 2 20 2.2 20.2 3352 12/02/09 2 2009-12-02T07:12:00.460 2009 12 -true 2 2 2 20 2.2 20.2 3362 12/03/09 2 2009-12-03T07:22:00.910 2009 12 -true 2 2 2 20 2.2 20.2 3372 12/04/09 2 2009-12-04T07:32:01.360 2009 12 -true 2 2 2 20 2.2 20.2 3382 12/05/09 2 2009-12-05T07:42:01.810 2009 12 -true 2 2 2 20 2.2 20.2 3392 12/06/09 2 2009-12-06T07:52:02.260 2009 12 -true 2 2 2 20 2.2 20.2 3402 12/07/09 2 2009-12-07T08:02:02.710 2009 12 -true 2 2 2 20 2.2 20.2 3412 12/08/09 2 2009-12-08T08:12:03.160 2009 12 -true 2 2 2 20 2.2 20.2 342 02/04/09 2 2009-02-04T07:32:01.360 2009 2 -true 2 2 2 20 2.2 20.2 3422 12/09/09 2 2009-12-09T08:22:03.610 2009 12 -true 2 2 2 20 2.2 20.2 3432 12/10/09 2 2009-12-10T08:32:04.600 2009 12 -true 2 2 2 20 2.2 20.2 3442 12/11/09 2 2009-12-11T08:42:04.510 2009 12 -true 2 2 2 20 2.2 20.2 3452 12/12/09 2 2009-12-12T08:52:04.960 2009 12 -true 2 2 2 20 2.2 20.2 3462 12/13/09 2 2009-12-13T09:02:05.410 2009 12 -true 2 2 2 20 2.2 20.2 3472 12/14/09 2 2009-12-14T09:12:05.860 2009 12 -true 2 2 2 20 2.2 20.2 3482 12/15/09 2 2009-12-15T09:22:06.310 2009 12 -true 2 2 2 20 2.2 20.2 3492 12/16/09 2 2009-12-16T09:32:06.760 2009 12 -true 2 2 2 20 2.2 20.2 3502 12/17/09 2 2009-12-17T09:42:07.210 2009 12 -true 2 2 2 20 2.2 20.2 3512 12/18/09 2 2009-12-18T09:52:07.660 2009 12 -true 2 2 2 20 2.2 20.2 352 02/05/09 2 2009-02-05T07:42:01.810 2009 2 -true 2 2 2 20 2.2 20.2 3522 12/19/09 2 2009-12-19T10:02:08.110 2009 12 -true 2 2 2 20 2.2 20.2 3532 12/20/09 2 2009-12-20T10:12:08.560 2009 12 -true 2 2 2 20 2.2 20.2 3542 12/21/09 2 2009-12-21T10:22:09.100 2009 12 -true 2 2 2 20 2.2 20.2 3552 12/22/09 2 2009-12-22T10:32:09.460 2009 12 -true 2 2 2 20 2.2 20.2 3562 12/23/09 2 2009-12-23T10:42:09.910 2009 12 -true 2 2 2 20 2.2 20.2 3572 12/24/09 2 2009-12-24T10:52:10.360 2009 12 -true 2 2 2 20 2.2 20.2 3582 12/25/09 2 2009-12-25T11:02:10.810 2009 12 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-true 2 2 2 20 2.2 20.2 372 02/07/09 2 2009-02-07T08:02:02.710 2009 2 -true 2 2 2 20 2.2 20.2 3722 01/08/10 2 2010-01-08T08:12:03.160 2010 1 -true 2 2 2 20 2.2 20.2 3732 01/09/10 2 2010-01-09T08:22:03.610 2010 1 -true 2 2 2 20 2.2 20.2 3742 01/10/10 2 2010-01-10T08:32:04.600 2010 1 -true 2 2 2 20 2.2 20.2 3752 01/11/10 2 2010-01-11T08:42:04.510 2010 1 -true 2 2 2 20 2.2 20.2 3762 01/12/10 2 2010-01-12T08:52:04.960 2010 1 -true 2 2 2 20 2.2 20.2 3772 01/13/10 2 2010-01-13T09:02:05.410 2010 1 -true 2 2 2 20 2.2 20.2 3782 01/14/10 2 2010-01-14T09:12:05.860 2010 1 -true 2 2 2 20 2.2 20.2 3792 01/15/10 2 2010-01-15T09:22:06.310 2010 1 -true 2 2 2 20 2.2 20.2 3802 01/16/10 2 2010-01-16T09:32:06.760 2010 1 -true 2 2 2 20 2.2 20.2 3812 01/17/10 2 2010-01-17T09:42:07.210 2010 1 -true 2 2 2 20 2.2 20.2 382 02/08/09 2 2009-02-08T08:12:03.160 2009 2 -true 2 2 2 20 2.2 20.2 3822 01/18/10 2 2010-01-18T09:52:07.660 2010 1 -true 2 2 2 20 2.2 20.2 3832 01/19/10 2 2010-01-19T10:02:08.110 2010 1 -true 2 2 2 20 2.2 20.2 3842 01/20/10 2 2010-01-20T10:12:08.560 2010 1 -true 2 2 2 20 2.2 20.2 3852 01/21/10 2 2010-01-21T10:22:09.100 2010 1 -true 2 2 2 20 2.2 20.2 3862 01/22/10 2 2010-01-22T10:32:09.460 2010 1 -true 2 2 2 20 2.2 20.2 3872 01/23/10 2 2010-01-23T10:42:09.910 2010 1 -true 2 2 2 20 2.2 20.2 3882 01/24/10 2 2010-01-24T10:52:10.360 2010 1 -true 2 2 2 20 2.2 20.2 3892 01/25/10 2 2010-01-25T11:02:10.810 2010 1 -true 2 2 2 20 2.2 20.2 3902 01/26/10 2 2010-01-26T11:12:11.260 2010 1 -true 2 2 2 20 2.2 20.2 3912 01/27/10 2 2010-01-27T11:22:11.710 2010 1 -true 2 2 2 20 2.2 20.2 392 02/09/09 2 2009-02-09T08:22:03.610 2009 2 -true 2 2 2 20 2.2 20.2 3922 01/28/10 2 2010-01-28T11:32:12.160 2010 1 -true 2 2 2 20 2.2 20.2 3932 01/29/10 2 2010-01-29T11:42:12.610 2010 1 -true 2 2 2 20 2.2 20.2 3942 01/30/10 2 2010-01-30T11:52:13.600 2010 1 -true 2 2 2 20 2.2 20.2 3952 01/31/10 2 2010-01-31T12:02:13.510 2010 1 -true 2 2 2 20 2.2 20.2 3962 02/01/10 2 2010-02-01T07:02:00.100 2010 2 -true 2 2 2 20 2.2 20.2 3972 02/02/10 2 2010-02-02T07:12:00.460 2010 2 -true 2 2 2 20 2.2 20.2 3982 02/03/10 2 2010-02-03T07:22:00.910 2010 2 -true 2 2 2 20 2.2 20.2 3992 02/04/10 2 2010-02-04T07:32:01.360 2010 2 -true 2 2 2 20 2.2 20.2 4002 02/05/10 2 2010-02-05T07:42:01.810 2010 2 -true 2 2 2 20 2.2 20.2 4012 02/06/10 2 2010-02-06T07:52:02.260 2010 2 -true 2 2 2 20 2.2 20.2 402 02/10/09 2 2009-02-10T08:32:04.600 2009 2 -true 2 2 2 20 2.2 20.2 4022 02/07/10 2 2010-02-07T08:02:02.710 2010 2 -true 2 2 2 20 2.2 20.2 4032 02/08/10 2 2010-02-08T08:12:03.160 2010 2 -true 2 2 2 20 2.2 20.2 4042 02/09/10 2 2010-02-09T08:22:03.610 2010 2 -true 2 2 2 20 2.2 20.2 4052 02/10/10 2 2010-02-10T08:32:04.600 2010 2 -true 2 2 2 20 2.2 20.2 4062 02/11/10 2 2010-02-11T08:42:04.510 2010 2 -true 2 2 2 20 2.2 20.2 4072 02/12/10 2 2010-02-12T08:52:04.960 2010 2 -true 2 2 2 20 2.2 20.2 4082 02/13/10 2 2010-02-13T09:02:05.410 2010 2 -true 2 2 2 20 2.2 20.2 4092 02/14/10 2 2010-02-14T09:12:05.860 2010 2 -true 2 2 2 20 2.2 20.2 4102 02/15/10 2 2010-02-15T09:22:06.310 2010 2 -true 2 2 2 20 2.2 20.2 4112 02/16/10 2 2010-02-16T09:32:06.760 2010 2 -true 2 2 2 20 2.2 20.2 412 02/11/09 2 2009-02-11T08:42:04.510 2009 2 -true 2 2 2 20 2.2 20.2 4122 02/17/10 2 2010-02-17T09:42:07.210 2010 2 -true 2 2 2 20 2.2 20.2 4132 02/18/10 2 2010-02-18T09:52:07.660 2010 2 -true 2 2 2 20 2.2 20.2 4142 02/19/10 2 2010-02-19T10:02:08.110 2010 2 -true 2 2 2 20 2.2 20.2 4152 02/20/10 2 2010-02-20T10:12:08.560 2010 2 -true 2 2 2 20 2.2 20.2 4162 02/21/10 2 2010-02-21T10:22:09.100 2010 2 -true 2 2 2 20 2.2 20.2 4172 02/22/10 2 2010-02-22T10:32:09.460 2010 2 -true 2 2 2 20 2.2 20.2 4182 02/23/10 2 2010-02-23T10:42:09.910 2010 2 -true 2 2 2 20 2.2 20.2 4192 02/24/10 2 2010-02-24T10:52:10.360 2010 2 -true 2 2 2 20 2.2 20.2 42 01/05/09 2 2009-01-05T07:42:01.810 2009 1 -true 2 2 2 20 2.2 20.2 4202 02/25/10 2 2010-02-25T11:02:10.810 2010 2 -true 2 2 2 20 2.2 20.2 4212 02/26/10 2 2010-02-26T11:12:11.260 2010 2 -true 2 2 2 20 2.2 20.2 422 02/12/09 2 2009-02-12T08:52:04.960 2009 2 -true 2 2 2 20 2.2 20.2 4222 02/27/10 2 2010-02-27T11:22:11.710 2010 2 -true 2 2 2 20 2.2 20.2 4232 02/28/10 2 2010-02-28T11:32:12.160 2010 2 -true 2 2 2 20 2.2 20.2 4242 03/01/10 2 2010-03-01T07:02:00.100 2010 3 -true 2 2 2 20 2.2 20.2 4252 03/02/10 2 2010-03-02T07:12:00.460 2010 3 -true 2 2 2 20 2.2 20.2 4262 03/03/10 2 2010-03-03T07:22:00.910 2010 3 -true 2 2 2 20 2.2 20.2 4272 03/04/10 2 2010-03-04T07:32:01.360 2010 3 -true 2 2 2 20 2.2 20.2 4282 03/05/10 2 2010-03-05T07:42:01.810 2010 3 -true 2 2 2 20 2.2 20.2 4292 03/06/10 2 2010-03-06T07:52:02.260 2010 3 -true 2 2 2 20 2.2 20.2 4302 03/07/10 2 2010-03-07T08:02:02.710 2010 3 -true 2 2 2 20 2.2 20.2 4312 03/08/10 2 2010-03-08T08:12:03.160 2010 3 -true 2 2 2 20 2.2 20.2 432 02/13/09 2 2009-02-13T09:02:05.410 2009 2 -true 2 2 2 20 2.2 20.2 4322 03/09/10 2 2010-03-09T08:22:03.610 2010 3 -true 2 2 2 20 2.2 20.2 4332 03/10/10 2 2010-03-10T08:32:04.600 2010 3 -true 2 2 2 20 2.2 20.2 4342 03/11/10 2 2010-03-11T08:42:04.510 2010 3 -true 2 2 2 20 2.2 20.2 4352 03/12/10 2 2010-03-12T08:52:04.960 2010 3 -true 2 2 2 20 2.2 20.2 4362 03/13/10 2 2010-03-13T09:02:05.410 2010 3 -true 2 2 2 20 2.2 20.2 4372 03/14/10 2 2010-03-14T08:12:05.860 2010 3 -true 2 2 2 20 2.2 20.2 4382 03/15/10 2 2010-03-15T08:22:06.310 2010 3 -true 2 2 2 20 2.2 20.2 4392 03/16/10 2 2010-03-16T08:32:06.760 2010 3 -true 2 2 2 20 2.2 20.2 4402 03/17/10 2 2010-03-17T08:42:07.210 2010 3 -true 2 2 2 20 2.2 20.2 4412 03/18/10 2 2010-03-18T08:52:07.660 2010 3 -true 2 2 2 20 2.2 20.2 442 02/14/09 2 2009-02-14T09:12:05.860 2009 2 -true 2 2 2 20 2.2 20.2 4422 03/19/10 2 2010-03-19T09:02:08.110 2010 3 -true 2 2 2 20 2.2 20.2 4432 03/20/10 2 2010-03-20T09:12:08.560 2010 3 -true 2 2 2 20 2.2 20.2 4442 03/21/10 2 2010-03-21T09:22:09.100 2010 3 -true 2 2 2 20 2.2 20.2 4452 03/22/10 2 2010-03-22T09:32:09.460 2010 3 -true 2 2 2 20 2.2 20.2 4462 03/23/10 2 2010-03-23T09:42:09.910 2010 3 -true 2 2 2 20 2.2 20.2 4472 03/24/10 2 2010-03-24T09:52:10.360 2010 3 -true 2 2 2 20 2.2 20.2 4482 03/25/10 2 2010-03-25T10:02:10.810 2010 3 -true 2 2 2 20 2.2 20.2 4492 03/26/10 2 2010-03-26T10:12:11.260 2010 3 -true 2 2 2 20 2.2 20.2 4502 03/27/10 2 2010-03-27T10:22:11.710 2010 3 -true 2 2 2 20 2.2 20.2 4512 03/28/10 2 2010-03-28T09:32:12.160 2010 3 -true 2 2 2 20 2.2 20.2 452 02/15/09 2 2009-02-15T09:22:06.310 2009 2 -true 2 2 2 20 2.2 20.2 4522 03/29/10 2 2010-03-29T09:42:12.610 2010 3 -true 2 2 2 20 2.2 20.2 4532 03/30/10 2 2010-03-30T09:52:13.600 2010 3 -true 2 2 2 20 2.2 20.2 4542 03/31/10 2 2010-03-31T10:02:13.510 2010 3 -true 2 2 2 20 2.2 20.2 4552 04/01/10 2 2010-04-01T06:02:00.100 2010 4 -true 2 2 2 20 2.2 20.2 4562 04/02/10 2 2010-04-02T06:12:00.460 2010 4 -true 2 2 2 20 2.2 20.2 4572 04/03/10 2 2010-04-03T06:22:00.910 2010 4 -true 2 2 2 20 2.2 20.2 4582 04/04/10 2 2010-04-04T06:32:01.360 2010 4 -true 2 2 2 20 2.2 20.2 4592 04/05/10 2 2010-04-05T06:42:01.810 2010 4 -true 2 2 2 20 2.2 20.2 4602 04/06/10 2 2010-04-06T06:52:02.260 2010 4 -true 2 2 2 20 2.2 20.2 4612 04/07/10 2 2010-04-07T07:02:02.710 2010 4 -true 2 2 2 20 2.2 20.2 462 02/16/09 2 2009-02-16T09:32:06.760 2009 2 -true 2 2 2 20 2.2 20.2 4622 04/08/10 2 2010-04-08T07:12:03.160 2010 4 -true 2 2 2 20 2.2 20.2 4632 04/09/10 2 2010-04-09T07:22:03.610 2010 4 -true 2 2 2 20 2.2 20.2 4642 04/10/10 2 2010-04-10T07:32:04.600 2010 4 -true 2 2 2 20 2.2 20.2 4652 04/11/10 2 2010-04-11T07:42:04.510 2010 4 -true 2 2 2 20 2.2 20.2 4662 04/12/10 2 2010-04-12T07:52:04.960 2010 4 -true 2 2 2 20 2.2 20.2 4672 04/13/10 2 2010-04-13T08:02:05.410 2010 4 -true 2 2 2 20 2.2 20.2 4682 04/14/10 2 2010-04-14T08:12:05.860 2010 4 -true 2 2 2 20 2.2 20.2 4692 04/15/10 2 2010-04-15T08:22:06.310 2010 4 -true 2 2 2 20 2.2 20.2 4702 04/16/10 2 2010-04-16T08:32:06.760 2010 4 -true 2 2 2 20 2.2 20.2 4712 04/17/10 2 2010-04-17T08:42:07.210 2010 4 -true 2 2 2 20 2.2 20.2 472 02/17/09 2 2009-02-17T09:42:07.210 2009 2 -true 2 2 2 20 2.2 20.2 4722 04/18/10 2 2010-04-18T08:52:07.660 2010 4 -true 2 2 2 20 2.2 20.2 4732 04/19/10 2 2010-04-19T09:02:08.110 2010 4 -true 2 2 2 20 2.2 20.2 4742 04/20/10 2 2010-04-20T09:12:08.560 2010 4 -true 2 2 2 20 2.2 20.2 4752 04/21/10 2 2010-04-21T09:22:09.100 2010 4 -true 2 2 2 20 2.2 20.2 4762 04/22/10 2 2010-04-22T09:32:09.460 2010 4 -true 2 2 2 20 2.2 20.2 4772 04/23/10 2 2010-04-23T09:42:09.910 2010 4 -true 2 2 2 20 2.2 20.2 4782 04/24/10 2 2010-04-24T09:52:10.360 2010 4 -true 2 2 2 20 2.2 20.2 4792 04/25/10 2 2010-04-25T10:02:10.810 2010 4 -true 2 2 2 20 2.2 20.2 4802 04/26/10 2 2010-04-26T10:12:11.260 2010 4 -true 2 2 2 20 2.2 20.2 4812 04/27/10 2 2010-04-27T10:22:11.710 2010 4 -true 2 2 2 20 2.2 20.2 482 02/18/09 2 2009-02-18T09:52:07.660 2009 2 -true 2 2 2 20 2.2 20.2 4822 04/28/10 2 2010-04-28T10:32:12.160 2010 4 -true 2 2 2 20 2.2 20.2 4832 04/29/10 2 2010-04-29T10:42:12.610 2010 4 -true 2 2 2 20 2.2 20.2 4842 04/30/10 2 2010-04-30T10:52:13.600 2010 4 -true 2 2 2 20 2.2 20.2 4852 05/01/10 2 2010-05-01T06:02:00.100 2010 5 -true 2 2 2 20 2.2 20.2 4862 05/02/10 2 2010-05-02T06:12:00.460 2010 5 -true 2 2 2 20 2.2 20.2 4872 05/03/10 2 2010-05-03T06:22:00.910 2010 5 -true 2 2 2 20 2.2 20.2 4882 05/04/10 2 2010-05-04T06:32:01.360 2010 5 -true 2 2 2 20 2.2 20.2 4892 05/05/10 2 2010-05-05T06:42:01.810 2010 5 -true 2 2 2 20 2.2 20.2 4902 05/06/10 2 2010-05-06T06:52:02.260 2010 5 -true 2 2 2 20 2.2 20.2 4912 05/07/10 2 2010-05-07T07:02:02.710 2010 5 -true 2 2 2 20 2.2 20.2 492 02/19/09 2 2009-02-19T10:02:08.110 2009 2 -true 2 2 2 20 2.2 20.2 4922 05/08/10 2 2010-05-08T07:12:03.160 2010 5 -true 2 2 2 20 2.2 20.2 4932 05/09/10 2 2010-05-09T07:22:03.610 2010 5 -true 2 2 2 20 2.2 20.2 4942 05/10/10 2 2010-05-10T07:32:04.600 2010 5 -true 2 2 2 20 2.2 20.2 4952 05/11/10 2 2010-05-11T07:42:04.510 2010 5 -true 2 2 2 20 2.2 20.2 4962 05/12/10 2 2010-05-12T07:52:04.960 2010 5 -true 2 2 2 20 2.2 20.2 4972 05/13/10 2 2010-05-13T08:02:05.410 2010 5 -true 2 2 2 20 2.2 20.2 4982 05/14/10 2 2010-05-14T08:12:05.860 2010 5 -true 2 2 2 20 2.2 20.2 4992 05/15/10 2 2010-05-15T08:22:06.310 2010 5 -true 2 2 2 20 2.2 20.2 5002 05/16/10 2 2010-05-16T08:32:06.760 2010 5 -true 2 2 2 20 2.2 20.2 5012 05/17/10 2 2010-05-17T08:42:07.210 2010 5 -true 2 2 2 20 2.2 20.2 502 02/20/09 2 2009-02-20T10:12:08.560 2009 2 -true 2 2 2 20 2.2 20.2 5022 05/18/10 2 2010-05-18T08:52:07.660 2010 5 -true 2 2 2 20 2.2 20.2 5032 05/19/10 2 2010-05-19T09:02:08.110 2010 5 -true 2 2 2 20 2.2 20.2 5042 05/20/10 2 2010-05-20T09:12:08.560 2010 5 -true 2 2 2 20 2.2 20.2 5052 05/21/10 2 2010-05-21T09:22:09.100 2010 5 -true 2 2 2 20 2.2 20.2 5062 05/22/10 2 2010-05-22T09:32:09.460 2010 5 -true 2 2 2 20 2.2 20.2 5072 05/23/10 2 2010-05-23T09:42:09.910 2010 5 -true 2 2 2 20 2.2 20.2 5082 05/24/10 2 2010-05-24T09:52:10.360 2010 5 -true 2 2 2 20 2.2 20.2 5092 05/25/10 2 2010-05-25T10:02:10.810 2010 5 -true 2 2 2 20 2.2 20.2 5102 05/26/10 2 2010-05-26T10:12:11.260 2010 5 -true 2 2 2 20 2.2 20.2 5112 05/27/10 2 2010-05-27T10:22:11.710 2010 5 -true 2 2 2 20 2.2 20.2 512 02/21/09 2 2009-02-21T10:22:09.100 2009 2 -true 2 2 2 20 2.2 20.2 5122 05/28/10 2 2010-05-28T10:32:12.160 2010 5 -true 2 2 2 20 2.2 20.2 5132 05/29/10 2 2010-05-29T10:42:12.610 2010 5 -true 2 2 2 20 2.2 20.2 5142 05/30/10 2 2010-05-30T10:52:13.600 2010 5 -true 2 2 2 20 2.2 20.2 5152 05/31/10 2 2010-05-31T11:02:13.510 2010 5 -true 2 2 2 20 2.2 20.2 5162 06/01/10 2 2010-06-01T06:02:00.100 2010 6 -true 2 2 2 20 2.2 20.2 5172 06/02/10 2 2010-06-02T06:12:00.460 2010 6 -true 2 2 2 20 2.2 20.2 5182 06/03/10 2 2010-06-03T06:22:00.910 2010 6 -true 2 2 2 20 2.2 20.2 5192 06/04/10 2 2010-06-04T06:32:01.360 2010 6 -true 2 2 2 20 2.2 20.2 52 01/06/09 2 2009-01-06T07:52:02.260 2009 1 -true 2 2 2 20 2.2 20.2 5202 06/05/10 2 2010-06-05T06:42:01.810 2010 6 -true 2 2 2 20 2.2 20.2 5212 06/06/10 2 2010-06-06T06:52:02.260 2010 6 -true 2 2 2 20 2.2 20.2 522 02/22/09 2 2009-02-22T10:32:09.460 2009 2 -true 2 2 2 20 2.2 20.2 5222 06/07/10 2 2010-06-07T07:02:02.710 2010 6 -true 2 2 2 20 2.2 20.2 5232 06/08/10 2 2010-06-08T07:12:03.160 2010 6 -true 2 2 2 20 2.2 20.2 5242 06/09/10 2 2010-06-09T07:22:03.610 2010 6 -true 2 2 2 20 2.2 20.2 5252 06/10/10 2 2010-06-10T07:32:04.600 2010 6 -true 2 2 2 20 2.2 20.2 5262 06/11/10 2 2010-06-11T07:42:04.510 2010 6 -true 2 2 2 20 2.2 20.2 5272 06/12/10 2 2010-06-12T07:52:04.960 2010 6 -true 2 2 2 20 2.2 20.2 5282 06/13/10 2 2010-06-13T08:02:05.410 2010 6 -true 2 2 2 20 2.2 20.2 5292 06/14/10 2 2010-06-14T08:12:05.860 2010 6 -true 2 2 2 20 2.2 20.2 5302 06/15/10 2 2010-06-15T08:22:06.310 2010 6 -true 2 2 2 20 2.2 20.2 5312 06/16/10 2 2010-06-16T08:32:06.760 2010 6 -true 2 2 2 20 2.2 20.2 532 02/23/09 2 2009-02-23T10:42:09.910 2009 2 -true 2 2 2 20 2.2 20.2 5322 06/17/10 2 2010-06-17T08:42:07.210 2010 6 -true 2 2 2 20 2.2 20.2 5332 06/18/10 2 2010-06-18T08:52:07.660 2010 6 -true 2 2 2 20 2.2 20.2 5342 06/19/10 2 2010-06-19T09:02:08.110 2010 6 -true 2 2 2 20 2.2 20.2 5352 06/20/10 2 2010-06-20T09:12:08.560 2010 6 -true 2 2 2 20 2.2 20.2 5362 06/21/10 2 2010-06-21T09:22:09.100 2010 6 -true 2 2 2 20 2.2 20.2 5372 06/22/10 2 2010-06-22T09:32:09.460 2010 6 -true 2 2 2 20 2.2 20.2 5382 06/23/10 2 2010-06-23T09:42:09.910 2010 6 -true 2 2 2 20 2.2 20.2 5392 06/24/10 2 2010-06-24T09:52:10.360 2010 6 -true 2 2 2 20 2.2 20.2 5402 06/25/10 2 2010-06-25T10:02:10.810 2010 6 -true 2 2 2 20 2.2 20.2 5412 06/26/10 2 2010-06-26T10:12:11.260 2010 6 -true 2 2 2 20 2.2 20.2 542 02/24/09 2 2009-02-24T10:52:10.360 2009 2 -true 2 2 2 20 2.2 20.2 5422 06/27/10 2 2010-06-27T10:22:11.710 2010 6 -true 2 2 2 20 2.2 20.2 5432 06/28/10 2 2010-06-28T10:32:12.160 2010 6 -true 2 2 2 20 2.2 20.2 5442 06/29/10 2 2010-06-29T10:42:12.610 2010 6 -true 2 2 2 20 2.2 20.2 5452 06/30/10 2 2010-06-30T10:52:13.600 2010 6 -true 2 2 2 20 2.2 20.2 5462 07/01/10 2 2010-07-01T06:02:00.100 2010 7 -true 2 2 2 20 2.2 20.2 5472 07/02/10 2 2010-07-02T06:12:00.460 2010 7 -true 2 2 2 20 2.2 20.2 5482 07/03/10 2 2010-07-03T06:22:00.910 2010 7 -true 2 2 2 20 2.2 20.2 5492 07/04/10 2 2010-07-04T06:32:01.360 2010 7 -true 2 2 2 20 2.2 20.2 5502 07/05/10 2 2010-07-05T06:42:01.810 2010 7 -true 2 2 2 20 2.2 20.2 5512 07/06/10 2 2010-07-06T06:52:02.260 2010 7 -true 2 2 2 20 2.2 20.2 552 02/25/09 2 2009-02-25T11:02:10.810 2009 2 -true 2 2 2 20 2.2 20.2 5522 07/07/10 2 2010-07-07T07:02:02.710 2010 7 -true 2 2 2 20 2.2 20.2 5532 07/08/10 2 2010-07-08T07:12:03.160 2010 7 -true 2 2 2 20 2.2 20.2 5542 07/09/10 2 2010-07-09T07:22:03.610 2010 7 -true 2 2 2 20 2.2 20.2 5552 07/10/10 2 2010-07-10T07:32:04.600 2010 7 -true 2 2 2 20 2.2 20.2 5562 07/11/10 2 2010-07-11T07:42:04.510 2010 7 -true 2 2 2 20 2.2 20.2 5572 07/12/10 2 2010-07-12T07:52:04.960 2010 7 -true 2 2 2 20 2.2 20.2 5582 07/13/10 2 2010-07-13T08:02:05.410 2010 7 -true 2 2 2 20 2.2 20.2 5592 07/14/10 2 2010-07-14T08:12:05.860 2010 7 -true 2 2 2 20 2.2 20.2 5602 07/15/10 2 2010-07-15T08:22:06.310 2010 7 -true 2 2 2 20 2.2 20.2 5612 07/16/10 2 2010-07-16T08:32:06.760 2010 7 -true 2 2 2 20 2.2 20.2 562 02/26/09 2 2009-02-26T11:12:11.260 2009 2 -true 2 2 2 20 2.2 20.2 5622 07/17/10 2 2010-07-17T08:42:07.210 2010 7 -true 2 2 2 20 2.2 20.2 5632 07/18/10 2 2010-07-18T08:52:07.660 2010 7 -true 2 2 2 20 2.2 20.2 5642 07/19/10 2 2010-07-19T09:02:08.110 2010 7 -true 2 2 2 20 2.2 20.2 5652 07/20/10 2 2010-07-20T09:12:08.560 2010 7 -true 2 2 2 20 2.2 20.2 5662 07/21/10 2 2010-07-21T09:22:09.100 2010 7 -true 2 2 2 20 2.2 20.2 5672 07/22/10 2 2010-07-22T09:32:09.460 2010 7 -true 2 2 2 20 2.2 20.2 5682 07/23/10 2 2010-07-23T09:42:09.910 2010 7 -true 2 2 2 20 2.2 20.2 5692 07/24/10 2 2010-07-24T09:52:10.360 2010 7 -true 2 2 2 20 2.2 20.2 5702 07/25/10 2 2010-07-25T10:02:10.810 2010 7 -true 2 2 2 20 2.2 20.2 5712 07/26/10 2 2010-07-26T10:12:11.260 2010 7 -true 2 2 2 20 2.2 20.2 572 02/27/09 2 2009-02-27T11:22:11.710 2009 2 -true 2 2 2 20 2.2 20.2 5722 07/27/10 2 2010-07-27T10:22:11.710 2010 7 -true 2 2 2 20 2.2 20.2 5732 07/28/10 2 2010-07-28T10:32:12.160 2010 7 -true 2 2 2 20 2.2 20.2 5742 07/29/10 2 2010-07-29T10:42:12.610 2010 7 -true 2 2 2 20 2.2 20.2 5752 07/30/10 2 2010-07-30T10:52:13.600 2010 7 -true 2 2 2 20 2.2 20.2 5762 07/31/10 2 2010-07-31T11:02:13.510 2010 7 -true 2 2 2 20 2.2 20.2 5772 08/01/10 2 2010-08-01T06:02:00.100 2010 8 -true 2 2 2 20 2.2 20.2 5782 08/02/10 2 2010-08-02T06:12:00.460 2010 8 -true 2 2 2 20 2.2 20.2 5792 08/03/10 2 2010-08-03T06:22:00.910 2010 8 -true 2 2 2 20 2.2 20.2 5802 08/04/10 2 2010-08-04T06:32:01.360 2010 8 -true 2 2 2 20 2.2 20.2 5812 08/05/10 2 2010-08-05T06:42:01.810 2010 8 -true 2 2 2 20 2.2 20.2 582 02/28/09 2 2009-02-28T11:32:12.160 2009 2 -true 2 2 2 20 2.2 20.2 5822 08/06/10 2 2010-08-06T06:52:02.260 2010 8 -true 2 2 2 20 2.2 20.2 5832 08/07/10 2 2010-08-07T07:02:02.710 2010 8 -true 2 2 2 20 2.2 20.2 5842 08/08/10 2 2010-08-08T07:12:03.160 2010 8 -true 2 2 2 20 2.2 20.2 5852 08/09/10 2 2010-08-09T07:22:03.610 2010 8 -true 2 2 2 20 2.2 20.2 5862 08/10/10 2 2010-08-10T07:32:04.600 2010 8 -true 2 2 2 20 2.2 20.2 5872 08/11/10 2 2010-08-11T07:42:04.510 2010 8 -true 2 2 2 20 2.2 20.2 5882 08/12/10 2 2010-08-12T07:52:04.960 2010 8 -true 2 2 2 20 2.2 20.2 5892 08/13/10 2 2010-08-13T08:02:05.410 2010 8 -true 2 2 2 20 2.2 20.2 5902 08/14/10 2 2010-08-14T08:12:05.860 2010 8 -true 2 2 2 20 2.2 20.2 5912 08/15/10 2 2010-08-15T08:22:06.310 2010 8 -true 2 2 2 20 2.2 20.2 592 03/01/09 2 2009-03-01T07:02:00.100 2009 3 -true 2 2 2 20 2.2 20.2 5922 08/16/10 2 2010-08-16T08:32:06.760 2010 8 -true 2 2 2 20 2.2 20.2 5932 08/17/10 2 2010-08-17T08:42:07.210 2010 8 -true 2 2 2 20 2.2 20.2 5942 08/18/10 2 2010-08-18T08:52:07.660 2010 8 -true 2 2 2 20 2.2 20.2 5952 08/19/10 2 2010-08-19T09:02:08.110 2010 8 -true 2 2 2 20 2.2 20.2 5962 08/20/10 2 2010-08-20T09:12:08.560 2010 8 -true 2 2 2 20 2.2 20.2 5972 08/21/10 2 2010-08-21T09:22:09.100 2010 8 -true 2 2 2 20 2.2 20.2 5982 08/22/10 2 2010-08-22T09:32:09.460 2010 8 -true 2 2 2 20 2.2 20.2 5992 08/23/10 2 2010-08-23T09:42:09.910 2010 8 -true 2 2 2 20 2.2 20.2 6002 08/24/10 2 2010-08-24T09:52:10.360 2010 8 -true 2 2 2 20 2.2 20.2 6012 08/25/10 2 2010-08-25T10:02:10.810 2010 8 -true 2 2 2 20 2.2 20.2 602 03/02/09 2 2009-03-02T07:12:00.460 2009 3 -true 2 2 2 20 2.2 20.2 6022 08/26/10 2 2010-08-26T10:12:11.260 2010 8 -true 2 2 2 20 2.2 20.2 6032 08/27/10 2 2010-08-27T10:22:11.710 2010 8 -true 2 2 2 20 2.2 20.2 6042 08/28/10 2 2010-08-28T10:32:12.160 2010 8 -true 2 2 2 20 2.2 20.2 6052 08/29/10 2 2010-08-29T10:42:12.610 2010 8 -true 2 2 2 20 2.2 20.2 6062 08/30/10 2 2010-08-30T10:52:13.600 2010 8 -true 2 2 2 20 2.2 20.2 6072 08/31/10 2 2010-08-31T11:02:13.510 2010 8 -true 2 2 2 20 2.2 20.2 6082 09/01/10 2 2010-09-01T06:02:00.100 2010 9 -true 2 2 2 20 2.2 20.2 6092 09/02/10 2 2010-09-02T06:12:00.460 2010 9 -true 2 2 2 20 2.2 20.2 6102 09/03/10 2 2010-09-03T06:22:00.910 2010 9 -true 2 2 2 20 2.2 20.2 6112 09/04/10 2 2010-09-04T06:32:01.360 2010 9 -true 2 2 2 20 2.2 20.2 612 03/03/09 2 2009-03-03T07:22:00.910 2009 3 -true 2 2 2 20 2.2 20.2 6122 09/05/10 2 2010-09-05T06:42:01.810 2010 9 -true 2 2 2 20 2.2 20.2 6132 09/06/10 2 2010-09-06T06:52:02.260 2010 9 -true 2 2 2 20 2.2 20.2 6142 09/07/10 2 2010-09-07T07:02:02.710 2010 9 -true 2 2 2 20 2.2 20.2 6152 09/08/10 2 2010-09-08T07:12:03.160 2010 9 -true 2 2 2 20 2.2 20.2 6162 09/09/10 2 2010-09-09T07:22:03.610 2010 9 -true 2 2 2 20 2.2 20.2 6172 09/10/10 2 2010-09-10T07:32:04.600 2010 9 -true 2 2 2 20 2.2 20.2 6182 09/11/10 2 2010-09-11T07:42:04.510 2010 9 -true 2 2 2 20 2.2 20.2 6192 09/12/10 2 2010-09-12T07:52:04.960 2010 9 -true 2 2 2 20 2.2 20.2 62 01/07/09 2 2009-01-07T08:02:02.710 2009 1 -true 2 2 2 20 2.2 20.2 6202 09/13/10 2 2010-09-13T08:02:05.410 2010 9 -true 2 2 2 20 2.2 20.2 6212 09/14/10 2 2010-09-14T08:12:05.860 2010 9 -true 2 2 2 20 2.2 20.2 622 03/04/09 2 2009-03-04T07:32:01.360 2009 3 -true 2 2 2 20 2.2 20.2 6222 09/15/10 2 2010-09-15T08:22:06.310 2010 9 -true 2 2 2 20 2.2 20.2 6232 09/16/10 2 2010-09-16T08:32:06.760 2010 9 -true 2 2 2 20 2.2 20.2 6242 09/17/10 2 2010-09-17T08:42:07.210 2010 9 -true 2 2 2 20 2.2 20.2 6252 09/18/10 2 2010-09-18T08:52:07.660 2010 9 -true 2 2 2 20 2.2 20.2 6262 09/19/10 2 2010-09-19T09:02:08.110 2010 9 -true 2 2 2 20 2.2 20.2 6272 09/20/10 2 2010-09-20T09:12:08.560 2010 9 -true 2 2 2 20 2.2 20.2 6282 09/21/10 2 2010-09-21T09:22:09.100 2010 9 -true 2 2 2 20 2.2 20.2 6292 09/22/10 2 2010-09-22T09:32:09.460 2010 9 -true 2 2 2 20 2.2 20.2 6302 09/23/10 2 2010-09-23T09:42:09.910 2010 9 -true 2 2 2 20 2.2 20.2 6312 09/24/10 2 2010-09-24T09:52:10.360 2010 9 -true 2 2 2 20 2.2 20.2 632 03/05/09 2 2009-03-05T07:42:01.810 2009 3 -true 2 2 2 20 2.2 20.2 6322 09/25/10 2 2010-09-25T10:02:10.810 2010 9 -true 2 2 2 20 2.2 20.2 6332 09/26/10 2 2010-09-26T10:12:11.260 2010 9 -true 2 2 2 20 2.2 20.2 6342 09/27/10 2 2010-09-27T10:22:11.710 2010 9 -true 2 2 2 20 2.2 20.2 6352 09/28/10 2 2010-09-28T10:32:12.160 2010 9 -true 2 2 2 20 2.2 20.2 6362 09/29/10 2 2010-09-29T10:42:12.610 2010 9 -true 2 2 2 20 2.2 20.2 6372 09/30/10 2 2010-09-30T10:52:13.600 2010 9 -true 2 2 2 20 2.2 20.2 6382 10/01/10 2 2010-10-01T06:02:00.100 2010 10 -true 2 2 2 20 2.2 20.2 6392 10/02/10 2 2010-10-02T06:12:00.460 2010 10 -true 2 2 2 20 2.2 20.2 6402 10/03/10 2 2010-10-03T06:22:00.910 2010 10 -true 2 2 2 20 2.2 20.2 6412 10/04/10 2 2010-10-04T06:32:01.360 2010 10 -true 2 2 2 20 2.2 20.2 642 03/06/09 2 2009-03-06T07:52:02.260 2009 3 -true 2 2 2 20 2.2 20.2 6422 10/05/10 2 2010-10-05T06:42:01.810 2010 10 -true 2 2 2 20 2.2 20.2 6432 10/06/10 2 2010-10-06T06:52:02.260 2010 10 -true 2 2 2 20 2.2 20.2 6442 10/07/10 2 2010-10-07T07:02:02.710 2010 10 -true 2 2 2 20 2.2 20.2 6452 10/08/10 2 2010-10-08T07:12:03.160 2010 10 -true 2 2 2 20 2.2 20.2 6462 10/09/10 2 2010-10-09T07:22:03.610 2010 10 -true 2 2 2 20 2.2 20.2 6472 10/10/10 2 2010-10-10T07:32:04.600 2010 10 -true 2 2 2 20 2.2 20.2 6482 10/11/10 2 2010-10-11T07:42:04.510 2010 10 -true 2 2 2 20 2.2 20.2 6492 10/12/10 2 2010-10-12T07:52:04.960 2010 10 -true 2 2 2 20 2.2 20.2 6502 10/13/10 2 2010-10-13T08:02:05.410 2010 10 -true 2 2 2 20 2.2 20.2 6512 10/14/10 2 2010-10-14T08:12:05.860 2010 10 -true 2 2 2 20 2.2 20.2 652 03/07/09 2 2009-03-07T08:02:02.710 2009 3 -true 2 2 2 20 2.2 20.2 6522 10/15/10 2 2010-10-15T08:22:06.310 2010 10 -true 2 2 2 20 2.2 20.2 6532 10/16/10 2 2010-10-16T08:32:06.760 2010 10 -true 2 2 2 20 2.2 20.2 6542 10/17/10 2 2010-10-17T08:42:07.210 2010 10 -true 2 2 2 20 2.2 20.2 6552 10/18/10 2 2010-10-18T08:52:07.660 2010 10 -true 2 2 2 20 2.2 20.2 6562 10/19/10 2 2010-10-19T09:02:08.110 2010 10 -true 2 2 2 20 2.2 20.2 6572 10/20/10 2 2010-10-20T09:12:08.560 2010 10 -true 2 2 2 20 2.2 20.2 6582 10/21/10 2 2010-10-21T09:22:09.100 2010 10 -true 2 2 2 20 2.2 20.2 6592 10/22/10 2 2010-10-22T09:32:09.460 2010 10 -true 2 2 2 20 2.2 20.2 6602 10/23/10 2 2010-10-23T09:42:09.910 2010 10 -true 2 2 2 20 2.2 20.2 6612 10/24/10 2 2010-10-24T09:52:10.360 2010 10 -true 2 2 2 20 2.2 20.2 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2010 7 -false 3 3 3 30 3.3 30.3 5673 07/22/10 3 2010-07-22T09:33:09.480 2010 7 -false 3 3 3 30 3.3 30.3 5683 07/23/10 3 2010-07-23T09:43:09.930 2010 7 -false 3 3 3 30 3.3 30.3 5693 07/24/10 3 2010-07-24T09:53:10.380 2010 7 -false 3 3 3 30 3.3 30.3 5703 07/25/10 3 2010-07-25T10:03:10.830 2010 7 -false 3 3 3 30 3.3 30.3 5713 07/26/10 3 2010-07-26T10:13:11.280 2010 7 -false 3 3 3 30 3.3 30.3 5723 07/27/10 3 2010-07-27T10:23:11.730 2010 7 -false 3 3 3 30 3.3 30.3 5733 07/28/10 3 2010-07-28T10:33:12.180 2010 7 -false 3 3 3 30 3.3 30.3 5743 07/29/10 3 2010-07-29T10:43:12.630 2010 7 -false 3 3 3 30 3.3 30.3 5753 07/30/10 3 2010-07-30T10:53:13.800 2010 7 -false 3 3 3 30 3.3 30.3 5763 07/31/10 3 2010-07-31T11:03:13.530 2010 7 -false 3 3 3 30 3.3 30.3 5773 08/01/10 3 2010-08-01T06:03:00.300 2010 8 -false 3 3 3 30 3.3 30.3 5783 08/02/10 3 2010-08-02T06:13:00.480 2010 8 -false 3 3 3 30 3.3 30.3 5793 08/03/10 3 2010-08-03T06:23:00.930 2010 8 -false 3 3 3 30 3.3 30.3 5803 08/04/10 3 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2010-01-22T10:32:09.460 2010 1 -true 2 2 2 20 2.2 20.2 3872 01/23/10 2 2010-01-23T10:42:09.910 2010 1 -true 2 2 2 20 2.2 20.2 3882 01/24/10 2 2010-01-24T10:52:10.360 2010 1 -true 2 2 2 20 2.2 20.2 3892 01/25/10 2 2010-01-25T11:02:10.810 2010 1 -true 2 2 2 20 2.2 20.2 3902 01/26/10 2 2010-01-26T11:12:11.260 2010 1 -true 2 2 2 20 2.2 20.2 3912 01/27/10 2 2010-01-27T11:22:11.710 2010 1 -true 2 2 2 20 2.2 20.2 3922 01/28/10 2 2010-01-28T11:32:12.160 2010 1 -true 2 2 2 20 2.2 20.2 3932 01/29/10 2 2010-01-29T11:42:12.610 2010 1 -true 2 2 2 20 2.2 20.2 3942 01/30/10 2 2010-01-30T11:52:13.600 2010 1 -true 2 2 2 20 2.2 20.2 3952 01/31/10 2 2010-01-31T12:02:13.510 2010 1 -true 2 2 2 20 2.2 20.2 3962 02/01/10 2 2010-02-01T07:02:00.100 2010 2 -true 2 2 2 20 2.2 20.2 3972 02/02/10 2 2010-02-02T07:12:00.460 2010 2 -true 2 2 2 20 2.2 20.2 3982 02/03/10 2 2010-02-03T07:22:00.910 2010 2 -true 2 2 2 20 2.2 20.2 3992 02/04/10 2 2010-02-04T07:32:01.360 2010 2 -true 2 2 2 20 2.2 20.2 4002 02/05/10 2 2010-02-05T07:42:01.810 2010 2 -true 2 2 2 20 2.2 20.2 4012 02/06/10 2 2010-02-06T07:52:02.260 2010 2 -true 2 2 2 20 2.2 20.2 4022 02/07/10 2 2010-02-07T08:02:02.710 2010 2 -true 2 2 2 20 2.2 20.2 4032 02/08/10 2 2010-02-08T08:12:03.160 2010 2 -true 2 2 2 20 2.2 20.2 4042 02/09/10 2 2010-02-09T08:22:03.610 2010 2 -true 2 2 2 20 2.2 20.2 4052 02/10/10 2 2010-02-10T08:32:04.600 2010 2 -true 2 2 2 20 2.2 20.2 4062 02/11/10 2 2010-02-11T08:42:04.510 2010 2 -true 2 2 2 20 2.2 20.2 4072 02/12/10 2 2010-02-12T08:52:04.960 2010 2 -true 2 2 2 20 2.2 20.2 4082 02/13/10 2 2010-02-13T09:02:05.410 2010 2 -true 2 2 2 20 2.2 20.2 4092 02/14/10 2 2010-02-14T09:12:05.860 2010 2 -true 2 2 2 20 2.2 20.2 4102 02/15/10 2 2010-02-15T09:22:06.310 2010 2 -true 2 2 2 20 2.2 20.2 4112 02/16/10 2 2010-02-16T09:32:06.760 2010 2 -true 2 2 2 20 2.2 20.2 4122 02/17/10 2 2010-02-17T09:42:07.210 2010 2 -true 2 2 2 20 2.2 20.2 4132 02/18/10 2 2010-02-18T09:52:07.660 2010 2 -true 2 2 2 20 2.2 20.2 4142 02/19/10 2 2010-02-19T10:02:08.110 2010 2 -true 2 2 2 20 2.2 20.2 4152 02/20/10 2 2010-02-20T10:12:08.560 2010 2 -true 2 2 2 20 2.2 20.2 4162 02/21/10 2 2010-02-21T10:22:09.100 2010 2 -true 2 2 2 20 2.2 20.2 4172 02/22/10 2 2010-02-22T10:32:09.460 2010 2 -true 2 2 2 20 2.2 20.2 4182 02/23/10 2 2010-02-23T10:42:09.910 2010 2 -true 2 2 2 20 2.2 20.2 4192 02/24/10 2 2010-02-24T10:52:10.360 2010 2 -true 2 2 2 20 2.2 20.2 42 01/05/09 2 2009-01-05T07:42:01.810 2009 1 -true 2 2 2 20 2.2 20.2 4202 02/25/10 2 2010-02-25T11:02:10.810 2010 2 -true 2 2 2 20 2.2 20.2 4212 02/26/10 2 2010-02-26T11:12:11.260 2010 2 -true 2 2 2 20 2.2 20.2 4222 02/27/10 2 2010-02-27T11:22:11.710 2010 2 -true 2 2 2 20 2.2 20.2 4232 02/28/10 2 2010-02-28T11:32:12.160 2010 2 -true 2 2 2 20 2.2 20.2 4242 03/01/10 2 2010-03-01T07:02:00.100 2010 3 -true 2 2 2 20 2.2 20.2 4252 03/02/10 2 2010-03-02T07:12:00.460 2010 3 -true 2 2 2 20 2.2 20.2 4262 03/03/10 2 2010-03-03T07:22:00.910 2010 3 -true 2 2 2 20 2.2 20.2 4272 03/04/10 2 2010-03-04T07:32:01.360 2010 3 -true 2 2 2 20 2.2 20.2 4282 03/05/10 2 2010-03-05T07:42:01.810 2010 3 -true 2 2 2 20 2.2 20.2 4292 03/06/10 2 2010-03-06T07:52:02.260 2010 3 -true 2 2 2 20 2.2 20.2 4302 03/07/10 2 2010-03-07T08:02:02.710 2010 3 -true 2 2 2 20 2.2 20.2 4312 03/08/10 2 2010-03-08T08:12:03.160 2010 3 -true 2 2 2 20 2.2 20.2 4322 03/09/10 2 2010-03-09T08:22:03.610 2010 3 -true 2 2 2 20 2.2 20.2 4332 03/10/10 2 2010-03-10T08:32:04.600 2010 3 -true 2 2 2 20 2.2 20.2 4342 03/11/10 2 2010-03-11T08:42:04.510 2010 3 -true 2 2 2 20 2.2 20.2 4352 03/12/10 2 2010-03-12T08:52:04.960 2010 3 -true 2 2 2 20 2.2 20.2 4362 03/13/10 2 2010-03-13T09:02:05.410 2010 3 -true 2 2 2 20 2.2 20.2 4372 03/14/10 2 2010-03-14T08:12:05.860 2010 3 -true 2 2 2 20 2.2 20.2 4382 03/15/10 2 2010-03-15T08:22:06.310 2010 3 -true 2 2 2 20 2.2 20.2 4392 03/16/10 2 2010-03-16T08:32:06.760 2010 3 -true 2 2 2 20 2.2 20.2 4402 03/17/10 2 2010-03-17T08:42:07.210 2010 3 -true 2 2 2 20 2.2 20.2 4412 03/18/10 2 2010-03-18T08:52:07.660 2010 3 -true 2 2 2 20 2.2 20.2 4422 03/19/10 2 2010-03-19T09:02:08.110 2010 3 -true 2 2 2 20 2.2 20.2 4432 03/20/10 2 2010-03-20T09:12:08.560 2010 3 -true 2 2 2 20 2.2 20.2 4442 03/21/10 2 2010-03-21T09:22:09.100 2010 3 -true 2 2 2 20 2.2 20.2 4452 03/22/10 2 2010-03-22T09:32:09.460 2010 3 -true 2 2 2 20 2.2 20.2 4462 03/23/10 2 2010-03-23T09:42:09.910 2010 3 -true 2 2 2 20 2.2 20.2 4472 03/24/10 2 2010-03-24T09:52:10.360 2010 3 -true 2 2 2 20 2.2 20.2 4482 03/25/10 2 2010-03-25T10:02:10.810 2010 3 -true 2 2 2 20 2.2 20.2 4492 03/26/10 2 2010-03-26T10:12:11.260 2010 3 -true 2 2 2 20 2.2 20.2 4502 03/27/10 2 2010-03-27T10:22:11.710 2010 3 -true 2 2 2 20 2.2 20.2 4512 03/28/10 2 2010-03-28T09:32:12.160 2010 3 -true 2 2 2 20 2.2 20.2 4522 03/29/10 2 2010-03-29T09:42:12.610 2010 3 -true 2 2 2 20 2.2 20.2 4532 03/30/10 2 2010-03-30T09:52:13.600 2010 3 -true 2 2 2 20 2.2 20.2 4542 03/31/10 2 2010-03-31T10:02:13.510 2010 3 -true 2 2 2 20 2.2 20.2 4552 04/01/10 2 2010-04-01T06:02:00.100 2010 4 -true 2 2 2 20 2.2 20.2 4562 04/02/10 2 2010-04-02T06:12:00.460 2010 4 -true 2 2 2 20 2.2 20.2 4572 04/03/10 2 2010-04-03T06:22:00.910 2010 4 -true 2 2 2 20 2.2 20.2 4582 04/04/10 2 2010-04-04T06:32:01.360 2010 4 -true 2 2 2 20 2.2 20.2 4592 04/05/10 2 2010-04-05T06:42:01.810 2010 4 -true 2 2 2 20 2.2 20.2 4602 04/06/10 2 2010-04-06T06:52:02.260 2010 4 -true 2 2 2 20 2.2 20.2 4612 04/07/10 2 2010-04-07T07:02:02.710 2010 4 -true 2 2 2 20 2.2 20.2 4622 04/08/10 2 2010-04-08T07:12:03.160 2010 4 -true 2 2 2 20 2.2 20.2 4632 04/09/10 2 2010-04-09T07:22:03.610 2010 4 -true 2 2 2 20 2.2 20.2 4642 04/10/10 2 2010-04-10T07:32:04.600 2010 4 -true 2 2 2 20 2.2 20.2 4652 04/11/10 2 2010-04-11T07:42:04.510 2010 4 -true 2 2 2 20 2.2 20.2 4662 04/12/10 2 2010-04-12T07:52:04.960 2010 4 -true 2 2 2 20 2.2 20.2 4672 04/13/10 2 2010-04-13T08:02:05.410 2010 4 -true 2 2 2 20 2.2 20.2 4682 04/14/10 2 2010-04-14T08:12:05.860 2010 4 -true 2 2 2 20 2.2 20.2 4692 04/15/10 2 2010-04-15T08:22:06.310 2010 4 -true 2 2 2 20 2.2 20.2 4702 04/16/10 2 2010-04-16T08:32:06.760 2010 4 -true 2 2 2 20 2.2 20.2 4712 04/17/10 2 2010-04-17T08:42:07.210 2010 4 -true 2 2 2 20 2.2 20.2 4722 04/18/10 2 2010-04-18T08:52:07.660 2010 4 -true 2 2 2 20 2.2 20.2 4732 04/19/10 2 2010-04-19T09:02:08.110 2010 4 -true 2 2 2 20 2.2 20.2 4742 04/20/10 2 2010-04-20T09:12:08.560 2010 4 -true 2 2 2 20 2.2 20.2 4752 04/21/10 2 2010-04-21T09:22:09.100 2010 4 -true 2 2 2 20 2.2 20.2 4762 04/22/10 2 2010-04-22T09:32:09.460 2010 4 -true 2 2 2 20 2.2 20.2 4772 04/23/10 2 2010-04-23T09:42:09.910 2010 4 -true 2 2 2 20 2.2 20.2 4782 04/24/10 2 2010-04-24T09:52:10.360 2010 4 -true 2 2 2 20 2.2 20.2 4792 04/25/10 2 2010-04-25T10:02:10.810 2010 4 -true 2 2 2 20 2.2 20.2 4802 04/26/10 2 2010-04-26T10:12:11.260 2010 4 -true 2 2 2 20 2.2 20.2 4812 04/27/10 2 2010-04-27T10:22:11.710 2010 4 -true 2 2 2 20 2.2 20.2 4822 04/28/10 2 2010-04-28T10:32:12.160 2010 4 -true 2 2 2 20 2.2 20.2 4832 04/29/10 2 2010-04-29T10:42:12.610 2010 4 -true 2 2 2 20 2.2 20.2 4842 04/30/10 2 2010-04-30T10:52:13.600 2010 4 -true 2 2 2 20 2.2 20.2 4852 05/01/10 2 2010-05-01T06:02:00.100 2010 5 -true 2 2 2 20 2.2 20.2 4862 05/02/10 2 2010-05-02T06:12:00.460 2010 5 -true 2 2 2 20 2.2 20.2 4872 05/03/10 2 2010-05-03T06:22:00.910 2010 5 -true 2 2 2 20 2.2 20.2 4882 05/04/10 2 2010-05-04T06:32:01.360 2010 5 -true 2 2 2 20 2.2 20.2 4892 05/05/10 2 2010-05-05T06:42:01.810 2010 5 -true 2 2 2 20 2.2 20.2 4902 05/06/10 2 2010-05-06T06:52:02.260 2010 5 -true 2 2 2 20 2.2 20.2 4912 05/07/10 2 2010-05-07T07:02:02.710 2010 5 -true 2 2 2 20 2.2 20.2 4922 05/08/10 2 2010-05-08T07:12:03.160 2010 5 -true 2 2 2 20 2.2 20.2 4932 05/09/10 2 2010-05-09T07:22:03.610 2010 5 -true 2 2 2 20 2.2 20.2 4942 05/10/10 2 2010-05-10T07:32:04.600 2010 5 -true 2 2 2 20 2.2 20.2 4952 05/11/10 2 2010-05-11T07:42:04.510 2010 5 -true 2 2 2 20 2.2 20.2 4962 05/12/10 2 2010-05-12T07:52:04.960 2010 5 -true 2 2 2 20 2.2 20.2 4972 05/13/10 2 2010-05-13T08:02:05.410 2010 5 -true 2 2 2 20 2.2 20.2 4982 05/14/10 2 2010-05-14T08:12:05.860 2010 5 -true 2 2 2 20 2.2 20.2 4992 05/15/10 2 2010-05-15T08:22:06.310 2010 5 -true 2 2 2 20 2.2 20.2 5002 05/16/10 2 2010-05-16T08:32:06.760 2010 5 -true 2 2 2 20 2.2 20.2 5012 05/17/10 2 2010-05-17T08:42:07.210 2010 5 -true 2 2 2 20 2.2 20.2 5022 05/18/10 2 2010-05-18T08:52:07.660 2010 5 -true 2 2 2 20 2.2 20.2 5032 05/19/10 2 2010-05-19T09:02:08.110 2010 5 -true 2 2 2 20 2.2 20.2 5042 05/20/10 2 2010-05-20T09:12:08.560 2010 5 -true 2 2 2 20 2.2 20.2 5052 05/21/10 2 2010-05-21T09:22:09.100 2010 5 -true 2 2 2 20 2.2 20.2 5062 05/22/10 2 2010-05-22T09:32:09.460 2010 5 -true 2 2 2 20 2.2 20.2 5072 05/23/10 2 2010-05-23T09:42:09.910 2010 5 -true 2 2 2 20 2.2 20.2 5082 05/24/10 2 2010-05-24T09:52:10.360 2010 5 -true 2 2 2 20 2.2 20.2 5092 05/25/10 2 2010-05-25T10:02:10.810 2010 5 -true 2 2 2 20 2.2 20.2 5102 05/26/10 2 2010-05-26T10:12:11.260 2010 5 -true 2 2 2 20 2.2 20.2 5112 05/27/10 2 2010-05-27T10:22:11.710 2010 5 -true 2 2 2 20 2.2 20.2 5122 05/28/10 2 2010-05-28T10:32:12.160 2010 5 -true 2 2 2 20 2.2 20.2 5132 05/29/10 2 2010-05-29T10:42:12.610 2010 5 -true 2 2 2 20 2.2 20.2 5142 05/30/10 2 2010-05-30T10:52:13.600 2010 5 -true 2 2 2 20 2.2 20.2 5152 05/31/10 2 2010-05-31T11:02:13.510 2010 5 -true 2 2 2 20 2.2 20.2 5162 06/01/10 2 2010-06-01T06:02:00.100 2010 6 -true 2 2 2 20 2.2 20.2 5172 06/02/10 2 2010-06-02T06:12:00.460 2010 6 -true 2 2 2 20 2.2 20.2 5182 06/03/10 2 2010-06-03T06:22:00.910 2010 6 -true 2 2 2 20 2.2 20.2 5192 06/04/10 2 2010-06-04T06:32:01.360 2010 6 -true 2 2 2 20 2.2 20.2 52 01/06/09 2 2009-01-06T07:52:02.260 2009 1 -true 2 2 2 20 2.2 20.2 5202 06/05/10 2 2010-06-05T06:42:01.810 2010 6 -true 2 2 2 20 2.2 20.2 5212 06/06/10 2 2010-06-06T06:52:02.260 2010 6 -true 2 2 2 20 2.2 20.2 5222 06/07/10 2 2010-06-07T07:02:02.710 2010 6 -true 2 2 2 20 2.2 20.2 5232 06/08/10 2 2010-06-08T07:12:03.160 2010 6 -true 2 2 2 20 2.2 20.2 5242 06/09/10 2 2010-06-09T07:22:03.610 2010 6 -true 2 2 2 20 2.2 20.2 5252 06/10/10 2 2010-06-10T07:32:04.600 2010 6 -true 2 2 2 20 2.2 20.2 5262 06/11/10 2 2010-06-11T07:42:04.510 2010 6 -true 2 2 2 20 2.2 20.2 5272 06/12/10 2 2010-06-12T07:52:04.960 2010 6 -true 2 2 2 20 2.2 20.2 5282 06/13/10 2 2010-06-13T08:02:05.410 2010 6 -true 2 2 2 20 2.2 20.2 5292 06/14/10 2 2010-06-14T08:12:05.860 2010 6 -true 2 2 2 20 2.2 20.2 5302 06/15/10 2 2010-06-15T08:22:06.310 2010 6 -true 2 2 2 20 2.2 20.2 5312 06/16/10 2 2010-06-16T08:32:06.760 2010 6 -true 2 2 2 20 2.2 20.2 5322 06/17/10 2 2010-06-17T08:42:07.210 2010 6 -true 2 2 2 20 2.2 20.2 5332 06/18/10 2 2010-06-18T08:52:07.660 2010 6 -true 2 2 2 20 2.2 20.2 5342 06/19/10 2 2010-06-19T09:02:08.110 2010 6 -true 2 2 2 20 2.2 20.2 5352 06/20/10 2 2010-06-20T09:12:08.560 2010 6 -true 2 2 2 20 2.2 20.2 5362 06/21/10 2 2010-06-21T09:22:09.100 2010 6 -true 2 2 2 20 2.2 20.2 5372 06/22/10 2 2010-06-22T09:32:09.460 2010 6 -true 2 2 2 20 2.2 20.2 5382 06/23/10 2 2010-06-23T09:42:09.910 2010 6 -true 2 2 2 20 2.2 20.2 5392 06/24/10 2 2010-06-24T09:52:10.360 2010 6 -true 2 2 2 20 2.2 20.2 5402 06/25/10 2 2010-06-25T10:02:10.810 2010 6 -true 2 2 2 20 2.2 20.2 5412 06/26/10 2 2010-06-26T10:12:11.260 2010 6 -true 2 2 2 20 2.2 20.2 5422 06/27/10 2 2010-06-27T10:22:11.710 2010 6 -true 2 2 2 20 2.2 20.2 5432 06/28/10 2 2010-06-28T10:32:12.160 2010 6 -true 2 2 2 20 2.2 20.2 5442 06/29/10 2 2010-06-29T10:42:12.610 2010 6 -true 2 2 2 20 2.2 20.2 5452 06/30/10 2 2010-06-30T10:52:13.600 2010 6 -true 2 2 2 20 2.2 20.2 5462 07/01/10 2 2010-07-01T06:02:00.100 2010 7 -true 2 2 2 20 2.2 20.2 5472 07/02/10 2 2010-07-02T06:12:00.460 2010 7 -true 2 2 2 20 2.2 20.2 5482 07/03/10 2 2010-07-03T06:22:00.910 2010 7 -true 2 2 2 20 2.2 20.2 5492 07/04/10 2 2010-07-04T06:32:01.360 2010 7 -true 2 2 2 20 2.2 20.2 5502 07/05/10 2 2010-07-05T06:42:01.810 2010 7 -true 2 2 2 20 2.2 20.2 5512 07/06/10 2 2010-07-06T06:52:02.260 2010 7 -true 2 2 2 20 2.2 20.2 5522 07/07/10 2 2010-07-07T07:02:02.710 2010 7 -true 2 2 2 20 2.2 20.2 5532 07/08/10 2 2010-07-08T07:12:03.160 2010 7 -true 2 2 2 20 2.2 20.2 5542 07/09/10 2 2010-07-09T07:22:03.610 2010 7 -true 2 2 2 20 2.2 20.2 5552 07/10/10 2 2010-07-10T07:32:04.600 2010 7 -true 2 2 2 20 2.2 20.2 5562 07/11/10 2 2010-07-11T07:42:04.510 2010 7 -true 2 2 2 20 2.2 20.2 5572 07/12/10 2 2010-07-12T07:52:04.960 2010 7 -true 2 2 2 20 2.2 20.2 5582 07/13/10 2 2010-07-13T08:02:05.410 2010 7 -true 2 2 2 20 2.2 20.2 5592 07/14/10 2 2010-07-14T08:12:05.860 2010 7 -true 2 2 2 20 2.2 20.2 5602 07/15/10 2 2010-07-15T08:22:06.310 2010 7 -true 2 2 2 20 2.2 20.2 5612 07/16/10 2 2010-07-16T08:32:06.760 2010 7 -true 2 2 2 20 2.2 20.2 5622 07/17/10 2 2010-07-17T08:42:07.210 2010 7 -true 2 2 2 20 2.2 20.2 5632 07/18/10 2 2010-07-18T08:52:07.660 2010 7 -true 2 2 2 20 2.2 20.2 5642 07/19/10 2 2010-07-19T09:02:08.110 2010 7 -true 2 2 2 20 2.2 20.2 5652 07/20/10 2 2010-07-20T09:12:08.560 2010 7 -true 2 2 2 20 2.2 20.2 5662 07/21/10 2 2010-07-21T09:22:09.100 2010 7 -true 2 2 2 20 2.2 20.2 5672 07/22/10 2 2010-07-22T09:32:09.460 2010 7 -true 2 2 2 20 2.2 20.2 5682 07/23/10 2 2010-07-23T09:42:09.910 2010 7 -true 2 2 2 20 2.2 20.2 5692 07/24/10 2 2010-07-24T09:52:10.360 2010 7 -true 2 2 2 20 2.2 20.2 5702 07/25/10 2 2010-07-25T10:02:10.810 2010 7 -true 2 2 2 20 2.2 20.2 5712 07/26/10 2 2010-07-26T10:12:11.260 2010 7 -true 2 2 2 20 2.2 20.2 5722 07/27/10 2 2010-07-27T10:22:11.710 2010 7 -true 2 2 2 20 2.2 20.2 5732 07/28/10 2 2010-07-28T10:32:12.160 2010 7 -true 2 2 2 20 2.2 20.2 5742 07/29/10 2 2010-07-29T10:42:12.610 2010 7 -true 2 2 2 20 2.2 20.2 5752 07/30/10 2 2010-07-30T10:52:13.600 2010 7 -true 2 2 2 20 2.2 20.2 5762 07/31/10 2 2010-07-31T11:02:13.510 2010 7 -true 2 2 2 20 2.2 20.2 5772 08/01/10 2 2010-08-01T06:02:00.100 2010 8 -true 2 2 2 20 2.2 20.2 5782 08/02/10 2 2010-08-02T06:12:00.460 2010 8 -true 2 2 2 20 2.2 20.2 5792 08/03/10 2 2010-08-03T06:22:00.910 2010 8 -true 2 2 2 20 2.2 20.2 5802 08/04/10 2 2010-08-04T06:32:01.360 2010 8 -true 2 2 2 20 2.2 20.2 5812 08/05/10 2 2010-08-05T06:42:01.810 2010 8 -true 2 2 2 20 2.2 20.2 5822 08/06/10 2 2010-08-06T06:52:02.260 2010 8 -true 2 2 2 20 2.2 20.2 5832 08/07/10 2 2010-08-07T07:02:02.710 2010 8 -true 2 2 2 20 2.2 20.2 5842 08/08/10 2 2010-08-08T07:12:03.160 2010 8 -true 2 2 2 20 2.2 20.2 5852 08/09/10 2 2010-08-09T07:22:03.610 2010 8 -true 2 2 2 20 2.2 20.2 5862 08/10/10 2 2010-08-10T07:32:04.600 2010 8 -true 2 2 2 20 2.2 20.2 5872 08/11/10 2 2010-08-11T07:42:04.510 2010 8 -true 2 2 2 20 2.2 20.2 5882 08/12/10 2 2010-08-12T07:52:04.960 2010 8 -true 2 2 2 20 2.2 20.2 5892 08/13/10 2 2010-08-13T08:02:05.410 2010 8 -true 2 2 2 20 2.2 20.2 5902 08/14/10 2 2010-08-14T08:12:05.860 2010 8 -true 2 2 2 20 2.2 20.2 5912 08/15/10 2 2010-08-15T08:22:06.310 2010 8 -true 2 2 2 20 2.2 20.2 5922 08/16/10 2 2010-08-16T08:32:06.760 2010 8 -true 2 2 2 20 2.2 20.2 5932 08/17/10 2 2010-08-17T08:42:07.210 2010 8 -true 2 2 2 20 2.2 20.2 5942 08/18/10 2 2010-08-18T08:52:07.660 2010 8 -true 2 2 2 20 2.2 20.2 5952 08/19/10 2 2010-08-19T09:02:08.110 2010 8 -true 2 2 2 20 2.2 20.2 5962 08/20/10 2 2010-08-20T09:12:08.560 2010 8 -true 2 2 2 20 2.2 20.2 5972 08/21/10 2 2010-08-21T09:22:09.100 2010 8 -true 2 2 2 20 2.2 20.2 5982 08/22/10 2 2010-08-22T09:32:09.460 2010 8 -true 2 2 2 20 2.2 20.2 5992 08/23/10 2 2010-08-23T09:42:09.910 2010 8 -true 2 2 2 20 2.2 20.2 6002 08/24/10 2 2010-08-24T09:52:10.360 2010 8 -true 2 2 2 20 2.2 20.2 6012 08/25/10 2 2010-08-25T10:02:10.810 2010 8 -true 2 2 2 20 2.2 20.2 6022 08/26/10 2 2010-08-26T10:12:11.260 2010 8 -true 2 2 2 20 2.2 20.2 6032 08/27/10 2 2010-08-27T10:22:11.710 2010 8 -true 2 2 2 20 2.2 20.2 6042 08/28/10 2 2010-08-28T10:32:12.160 2010 8 -true 2 2 2 20 2.2 20.2 6052 08/29/10 2 2010-08-29T10:42:12.610 2010 8 -true 2 2 2 20 2.2 20.2 6062 08/30/10 2 2010-08-30T10:52:13.600 2010 8 -true 2 2 2 20 2.2 20.2 6072 08/31/10 2 2010-08-31T11:02:13.510 2010 8 -true 2 2 2 20 2.2 20.2 6082 09/01/10 2 2010-09-01T06:02:00.100 2010 9 -true 2 2 2 20 2.2 20.2 6092 09/02/10 2 2010-09-02T06:12:00.460 2010 9 -true 2 2 2 20 2.2 20.2 6102 09/03/10 2 2010-09-03T06:22:00.910 2010 9 -true 2 2 2 20 2.2 20.2 6112 09/04/10 2 2010-09-04T06:32:01.360 2010 9 -true 2 2 2 20 2.2 20.2 6122 09/05/10 2 2010-09-05T06:42:01.810 2010 9 -true 2 2 2 20 2.2 20.2 6132 09/06/10 2 2010-09-06T06:52:02.260 2010 9 -true 2 2 2 20 2.2 20.2 6142 09/07/10 2 2010-09-07T07:02:02.710 2010 9 -true 2 2 2 20 2.2 20.2 6152 09/08/10 2 2010-09-08T07:12:03.160 2010 9 -true 2 2 2 20 2.2 20.2 6162 09/09/10 2 2010-09-09T07:22:03.610 2010 9 -true 2 2 2 20 2.2 20.2 6172 09/10/10 2 2010-09-10T07:32:04.600 2010 9 -true 2 2 2 20 2.2 20.2 6182 09/11/10 2 2010-09-11T07:42:04.510 2010 9 -true 2 2 2 20 2.2 20.2 6192 09/12/10 2 2010-09-12T07:52:04.960 2010 9 -true 2 2 2 20 2.2 20.2 62 01/07/09 2 2009-01-07T08:02:02.710 2009 1 -true 2 2 2 20 2.2 20.2 6202 09/13/10 2 2010-09-13T08:02:05.410 2010 9 -true 2 2 2 20 2.2 20.2 6212 09/14/10 2 2010-09-14T08:12:05.860 2010 9 -true 2 2 2 20 2.2 20.2 6222 09/15/10 2 2010-09-15T08:22:06.310 2010 9 -true 2 2 2 20 2.2 20.2 6232 09/16/10 2 2010-09-16T08:32:06.760 2010 9 -true 2 2 2 20 2.2 20.2 6242 09/17/10 2 2010-09-17T08:42:07.210 2010 9 -true 2 2 2 20 2.2 20.2 6252 09/18/10 2 2010-09-18T08:52:07.660 2010 9 -true 2 2 2 20 2.2 20.2 6262 09/19/10 2 2010-09-19T09:02:08.110 2010 9 -true 2 2 2 20 2.2 20.2 6272 09/20/10 2 2010-09-20T09:12:08.560 2010 9 -true 2 2 2 20 2.2 20.2 6282 09/21/10 2 2010-09-21T09:22:09.100 2010 9 -true 2 2 2 20 2.2 20.2 6292 09/22/10 2 2010-09-22T09:32:09.460 2010 9 -true 2 2 2 20 2.2 20.2 6302 09/23/10 2 2010-09-23T09:42:09.910 2010 9 -true 2 2 2 20 2.2 20.2 6312 09/24/10 2 2010-09-24T09:52:10.360 2010 9 -true 2 2 2 20 2.2 20.2 6322 09/25/10 2 2010-09-25T10:02:10.810 2010 9 -true 2 2 2 20 2.2 20.2 6332 09/26/10 2 2010-09-26T10:12:11.260 2010 9 -true 2 2 2 20 2.2 20.2 6342 09/27/10 2 2010-09-27T10:22:11.710 2010 9 -true 2 2 2 20 2.2 20.2 6352 09/28/10 2 2010-09-28T10:32:12.160 2010 9 -true 2 2 2 20 2.2 20.2 6362 09/29/10 2 2010-09-29T10:42:12.610 2010 9 -true 2 2 2 20 2.2 20.2 6372 09/30/10 2 2010-09-30T10:52:13.600 2010 9 -true 2 2 2 20 2.2 20.2 6382 10/01/10 2 2010-10-01T06:02:00.100 2010 10 -true 2 2 2 20 2.2 20.2 6392 10/02/10 2 2010-10-02T06:12:00.460 2010 10 -true 2 2 2 20 2.2 20.2 6402 10/03/10 2 2010-10-03T06:22:00.910 2010 10 -true 2 2 2 20 2.2 20.2 6412 10/04/10 2 2010-10-04T06:32:01.360 2010 10 -true 2 2 2 20 2.2 20.2 6422 10/05/10 2 2010-10-05T06:42:01.810 2010 10 -true 2 2 2 20 2.2 20.2 6432 10/06/10 2 2010-10-06T06:52:02.260 2010 10 -true 2 2 2 20 2.2 20.2 6442 10/07/10 2 2010-10-07T07:02:02.710 2010 10 -true 2 2 2 20 2.2 20.2 6452 10/08/10 2 2010-10-08T07:12:03.160 2010 10 -true 2 2 2 20 2.2 20.2 6462 10/09/10 2 2010-10-09T07:22:03.610 2010 10 -true 2 2 2 20 2.2 20.2 6472 10/10/10 2 2010-10-10T07:32:04.600 2010 10 -true 2 2 2 20 2.2 20.2 6482 10/11/10 2 2010-10-11T07:42:04.510 2010 10 -true 2 2 2 20 2.2 20.2 6492 10/12/10 2 2010-10-12T07:52:04.960 2010 10 -true 2 2 2 20 2.2 20.2 6502 10/13/10 2 2010-10-13T08:02:05.410 2010 10 -true 2 2 2 20 2.2 20.2 6512 10/14/10 2 2010-10-14T08:12:05.860 2010 10 -true 2 2 2 20 2.2 20.2 6522 10/15/10 2 2010-10-15T08:22:06.310 2010 10 -true 2 2 2 20 2.2 20.2 6532 10/16/10 2 2010-10-16T08:32:06.760 2010 10 -true 2 2 2 20 2.2 20.2 6542 10/17/10 2 2010-10-17T08:42:07.210 2010 10 -true 2 2 2 20 2.2 20.2 6552 10/18/10 2 2010-10-18T08:52:07.660 2010 10 -true 2 2 2 20 2.2 20.2 6562 10/19/10 2 2010-10-19T09:02:08.110 2010 10 -true 2 2 2 20 2.2 20.2 6572 10/20/10 2 2010-10-20T09:12:08.560 2010 10 -true 2 2 2 20 2.2 20.2 6582 10/21/10 2 2010-10-21T09:22:09.100 2010 10 -true 2 2 2 20 2.2 20.2 6592 10/22/10 2 2010-10-22T09:32:09.460 2010 10 -true 2 2 2 20 2.2 20.2 6602 10/23/10 2 2010-10-23T09:42:09.910 2010 10 -true 2 2 2 20 2.2 20.2 6612 10/24/10 2 2010-10-24T09:52:10.360 2010 10 -true 2 2 2 20 2.2 20.2 6622 10/25/10 2 2010-10-25T10:02:10.810 2010 10 -true 2 2 2 20 2.2 20.2 6632 10/26/10 2 2010-10-26T10:12:11.260 2010 10 -true 2 2 2 20 2.2 20.2 6642 10/27/10 2 2010-10-27T10:22:11.710 2010 10 -true 2 2 2 20 2.2 20.2 6652 10/28/10 2 2010-10-28T10:32:12.160 2010 10 -true 2 2 2 20 2.2 20.2 6662 10/29/10 2 2010-10-29T10:42:12.610 2010 10 -true 2 2 2 20 2.2 20.2 6672 10/30/10 2 2010-10-30T10:52:13.600 2010 10 -true 2 2 2 20 2.2 20.2 6682 10/31/10 2 2010-10-31T12:02:13.510 2010 10 -true 2 2 2 20 2.2 20.2 6692 11/01/10 2 2010-11-01T07:02:00.100 2010 11 -true 2 2 2 20 2.2 20.2 6702 11/02/10 2 2010-11-02T07:12:00.460 2010 11 -true 2 2 2 20 2.2 20.2 6712 11/03/10 2 2010-11-03T07:22:00.910 2010 11 -true 2 2 2 20 2.2 20.2 6722 11/04/10 2 2010-11-04T07:32:01.360 2010 11 -true 2 2 2 20 2.2 20.2 6732 11/05/10 2 2010-11-05T07:42:01.810 2010 11 -true 2 2 2 20 2.2 20.2 6742 11/06/10 2 2010-11-06T07:52:02.260 2010 11 -true 2 2 2 20 2.2 20.2 6752 11/07/10 2 2010-11-07T08:02:02.710 2010 11 -true 2 2 2 20 2.2 20.2 6762 11/08/10 2 2010-11-08T08:12:03.160 2010 11 -true 2 2 2 20 2.2 20.2 6772 11/09/10 2 2010-11-09T08:22:03.610 2010 11 -true 2 2 2 20 2.2 20.2 6782 11/10/10 2 2010-11-10T08:32:04.600 2010 11 -true 2 2 2 20 2.2 20.2 6792 11/11/10 2 2010-11-11T08:42:04.510 2010 11 -true 2 2 2 20 2.2 20.2 6802 11/12/10 2 2010-11-12T08:52:04.960 2010 11 -true 2 2 2 20 2.2 20.2 6812 11/13/10 2 2010-11-13T09:02:05.410 2010 11 -true 2 2 2 20 2.2 20.2 6822 11/14/10 2 2010-11-14T09:12:05.860 2010 11 -true 2 2 2 20 2.2 20.2 6832 11/15/10 2 2010-11-15T09:22:06.310 2010 11 -true 2 2 2 20 2.2 20.2 6842 11/16/10 2 2010-11-16T09:32:06.760 2010 11 -true 2 2 2 20 2.2 20.2 6852 11/17/10 2 2010-11-17T09:42:07.210 2010 11 -true 2 2 2 20 2.2 20.2 6862 11/18/10 2 2010-11-18T09:52:07.660 2010 11 -true 2 2 2 20 2.2 20.2 6872 11/19/10 2 2010-11-19T10:02:08.110 2010 11 -true 2 2 2 20 2.2 20.2 6882 11/20/10 2 2010-11-20T10:12:08.560 2010 11 -true 2 2 2 20 2.2 20.2 6892 11/21/10 2 2010-11-21T10:22:09.100 2010 11 -true 2 2 2 20 2.2 20.2 6902 11/22/10 2 2010-11-22T10:32:09.460 2010 11 -true 2 2 2 20 2.2 20.2 6912 11/23/10 2 2010-11-23T10:42:09.910 2010 11 -true 2 2 2 20 2.2 20.2 6922 11/24/10 2 2010-11-24T10:52:10.360 2010 11 -true 2 2 2 20 2.2 20.2 6932 11/25/10 2 2010-11-25T11:02:10.810 2010 11 -true 2 2 2 20 2.2 20.2 6942 11/26/10 2 2010-11-26T11:12:11.260 2010 11 -true 2 2 2 20 2.2 20.2 6952 11/27/10 2 2010-11-27T11:22:11.710 2010 11 -true 2 2 2 20 2.2 20.2 6962 11/28/10 2 2010-11-28T11:32:12.160 2010 11 -true 2 2 2 20 2.2 20.2 6972 11/29/10 2 2010-11-29T11:42:12.610 2010 11 -true 2 2 2 20 2.2 20.2 6982 11/30/10 2 2010-11-30T11:52:13.600 2010 11 -true 2 2 2 20 2.2 20.2 6992 12/01/10 2 2010-12-01T07:02:00.100 2010 12 -true 2 2 2 20 2.2 20.2 7002 12/02/10 2 2010-12-02T07:12:00.460 2010 12 -true 2 2 2 20 2.2 20.2 7012 12/03/10 2 2010-12-03T07:22:00.910 2010 12 -true 2 2 2 20 2.2 20.2 7022 12/04/10 2 2010-12-04T07:32:01.360 2010 12 -true 2 2 2 20 2.2 20.2 7032 12/05/10 2 2010-12-05T07:42:01.810 2010 12 -true 2 2 2 20 2.2 20.2 7042 12/06/10 2 2010-12-06T07:52:02.260 2010 12 -true 2 2 2 20 2.2 20.2 7052 12/07/10 2 2010-12-07T08:02:02.710 2010 12 -true 2 2 2 20 2.2 20.2 7062 12/08/10 2 2010-12-08T08:12:03.160 2010 12 -true 2 2 2 20 2.2 20.2 7072 12/09/10 2 2010-12-09T08:22:03.610 2010 12 -true 2 2 2 20 2.2 20.2 7082 12/10/10 2 2010-12-10T08:32:04.600 2010 12 -true 2 2 2 20 2.2 20.2 7092 12/11/10 2 2010-12-11T08:42:04.510 2010 12 -true 2 2 2 20 2.2 20.2 7102 12/12/10 2 2010-12-12T08:52:04.960 2010 12 -true 2 2 2 20 2.2 20.2 7112 12/13/10 2 2010-12-13T09:02:05.410 2010 12 -true 2 2 2 20 2.2 20.2 7122 12/14/10 2 2010-12-14T09:12:05.860 2010 12 -true 2 2 2 20 2.2 20.2 7132 12/15/10 2 2010-12-15T09:22:06.310 2010 12 -true 2 2 2 20 2.2 20.2 7142 12/16/10 2 2010-12-16T09:32:06.760 2010 12 -true 2 2 2 20 2.2 20.2 7152 12/17/10 2 2010-12-17T09:42:07.210 2010 12 -true 2 2 2 20 2.2 20.2 7162 12/18/10 2 2010-12-18T09:52:07.660 2010 12 -true 2 2 2 20 2.2 20.2 7172 12/19/10 2 2010-12-19T10:02:08.110 2010 12 -true 2 2 2 20 2.2 20.2 7182 12/20/10 2 2010-12-20T10:12:08.560 2010 12 -true 2 2 2 20 2.2 20.2 7192 12/21/10 2 2010-12-21T10:22:09.100 2010 12 -true 2 2 2 20 2.2 20.2 72 01/08/09 2 2009-01-08T08:12:03.160 2009 1 -true 2 2 2 20 2.2 20.2 7202 12/22/10 2 2010-12-22T10:32:09.460 2010 12 -true 2 2 2 20 2.2 20.2 7212 12/23/10 2 2010-12-23T10:42:09.910 2010 12 -true 2 2 2 20 2.2 20.2 7222 12/24/10 2 2010-12-24T10:52:10.360 2010 12 -true 2 2 2 20 2.2 20.2 7232 12/25/10 2 2010-12-25T11:02:10.810 2010 12 -true 2 2 2 20 2.2 20.2 7242 12/26/10 2 2010-12-26T11:12:11.260 2010 12 -true 2 2 2 20 2.2 20.2 7252 12/27/10 2 2010-12-27T11:22:11.710 2010 12 -true 2 2 2 20 2.2 20.2 7262 12/28/10 2 2010-12-28T11:32:12.160 2010 12 -true 2 2 2 20 2.2 20.2 7272 12/29/10 2 2010-12-29T11:42:12.610 2010 12 -true 2 2 2 20 2.2 20.2 7282 12/30/10 2 2010-12-30T11:52:13.600 2010 12 -true 2 2 2 20 2.2 20.2 7292 12/31/10 2 2010-12-31T12:02:13.510 2010 12 -true 2 2 2 20 2.2 20.2 82 01/09/09 2 2009-01-09T08:22:03.610 2009 1 -true 2 2 2 20 2.2 20.2 92 01/10/09 2 2009-01-10T08:32:04.600 2009 1 -true 4 4 4 40 4.4 40.4 14 01/02/09 4 2009-01-02T07:14:00.510 2009 1 -true 4 4 4 40 4.4 40.4 1814 07/01/09 4 2009-07-01T06:04:00.600 2009 7 -true 4 4 4 40 4.4 40.4 1824 07/02/09 4 2009-07-02T06:14:00.510 2009 7 -true 4 4 4 40 4.4 40.4 1834 07/03/09 4 2009-07-03T06:24:00.960 2009 7 -true 4 4 4 40 4.4 40.4 1844 07/04/09 4 2009-07-04T06:34:01.410 2009 7 -true 4 4 4 40 4.4 40.4 1854 07/05/09 4 2009-07-05T06:44:01.860 2009 7 -true 4 4 4 40 4.4 40.4 1864 07/06/09 4 2009-07-06T06:54:02.310 2009 7 -true 4 4 4 40 4.4 40.4 1874 07/07/09 4 2009-07-07T07:04:02.760 2009 7 -true 4 4 4 40 4.4 40.4 1884 07/08/09 4 2009-07-08T07:14:03.210 2009 7 -true 4 4 4 40 4.4 40.4 1894 07/09/09 4 2009-07-09T07:24:03.660 2009 7 -true 4 4 4 40 4.4 40.4 1904 07/10/09 4 2009-07-10T07:34:04.110 2009 7 -true 4 4 4 40 4.4 40.4 1914 07/11/09 4 2009-07-11T07:44:04.560 2009 7 -true 4 4 4 40 4.4 40.4 1924 07/12/09 4 2009-07-12T07:54:05.100 2009 7 -true 4 4 4 40 4.4 40.4 1934 07/13/09 4 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07/22/09 6 2009-07-22T09:36:09.600 2009 7 -true 6 6 6 60 6.6 60.59999999999999 2036 07/23/09 6 2009-07-23T09:46:10.500 2009 7 -true 6 6 6 60 6.6 60.59999999999999 2046 07/24/09 6 2009-07-24T09:56:10.500 2009 7 -true 6 6 6 60 6.6 60.59999999999999 2056 07/25/09 6 2009-07-25T10:06:10.950 2009 7 -true 6 6 6 60 6.6 60.59999999999999 2066 07/26/09 6 2009-07-26T10:16:11.400 2009 7 -true 6 6 6 60 6.6 60.59999999999999 2076 07/27/09 6 2009-07-27T10:26:11.850 2009 7 -true 6 6 6 60 6.6 60.59999999999999 2086 07/28/09 6 2009-07-28T10:36:12.300 2009 7 -true 6 6 6 60 6.6 60.59999999999999 2096 07/29/09 6 2009-07-29T10:46:12.750 2009 7 -true 6 6 6 60 6.6 60.59999999999999 2106 07/30/09 6 2009-07-30T10:56:13.200 2009 7 -true 6 6 6 60 6.6 60.59999999999999 2116 07/31/09 6 2009-07-31T11:06:13.650 2009 7 -true 6 6 6 60 6.6 60.59999999999999 5466 07/01/10 6 2010-07-01T06:06:00.150 2010 7 -true 6 6 6 60 6.6 60.59999999999999 5476 07/02/10 6 2010-07-02T06:16:00.600 2010 7 -true 6 6 6 60 6.6 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2010-09-11T07:43:04.530 2010 9 -false 3 3 3 30 3.3 30.3 6193 09/12/10 3 2010-09-12T07:53:04.980 2010 9 -false 3 3 3 30 3.3 30.3 6203 09/13/10 3 2010-09-13T08:03:05.430 2010 9 -false 3 3 3 30 3.3 30.3 6213 09/14/10 3 2010-09-14T08:13:05.880 2010 9 -false 3 3 3 30 3.3 30.3 6223 09/15/10 3 2010-09-15T08:23:06.330 2010 9 -false 3 3 3 30 3.3 30.3 6233 09/16/10 3 2010-09-16T08:33:06.780 2010 9 -false 3 3 3 30 3.3 30.3 6243 09/17/10 3 2010-09-17T08:43:07.230 2010 9 -false 3 3 3 30 3.3 30.3 6253 09/18/10 3 2010-09-18T08:53:07.680 2010 9 -false 3 3 3 30 3.3 30.3 6263 09/19/10 3 2010-09-19T09:03:08.130 2010 9 -false 3 3 3 30 3.3 30.3 6273 09/20/10 3 2010-09-20T09:13:08.580 2010 9 -false 3 3 3 30 3.3 30.3 6283 09/21/10 3 2010-09-21T09:23:09.300 2010 9 -false 3 3 3 30 3.3 30.3 6293 09/22/10 3 2010-09-22T09:33:09.480 2010 9 -false 3 3 3 30 3.3 30.3 6303 09/23/10 3 2010-09-23T09:43:09.930 2010 9 -false 3 3 3 30 3.3 30.3 6313 09/24/10 3 2010-09-24T09:53:10.380 2010 9 -false 3 3 3 30 3.3 30.3 6323 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2010-03-09T08:22:03.610 2010 3 -true 2 2 2 20 2.2 20.2 4332 03/10/10 2 2010-03-10T08:32:04.600 2010 3 -true 2 2 2 20 2.2 20.2 4342 03/11/10 2 2010-03-11T08:42:04.510 2010 3 -true 2 2 2 20 2.2 20.2 4352 03/12/10 2 2010-03-12T08:52:04.960 2010 3 -true 2 2 2 20 2.2 20.2 4362 03/13/10 2 2010-03-13T09:02:05.410 2010 3 -true 2 2 2 20 2.2 20.2 4372 03/14/10 2 2010-03-14T08:12:05.860 2010 3 -true 2 2 2 20 2.2 20.2 4382 03/15/10 2 2010-03-15T08:22:06.310 2010 3 -true 2 2 2 20 2.2 20.2 4392 03/16/10 2 2010-03-16T08:32:06.760 2010 3 -true 2 2 2 20 2.2 20.2 4402 03/17/10 2 2010-03-17T08:42:07.210 2010 3 -true 2 2 2 20 2.2 20.2 4412 03/18/10 2 2010-03-18T08:52:07.660 2010 3 -true 2 2 2 20 2.2 20.2 4422 03/19/10 2 2010-03-19T09:02:08.110 2010 3 -true 2 2 2 20 2.2 20.2 4432 03/20/10 2 2010-03-20T09:12:08.560 2010 3 -true 2 2 2 20 2.2 20.2 4442 03/21/10 2 2010-03-21T09:22:09.100 2010 3 -true 2 2 2 20 2.2 20.2 4452 03/22/10 2 2010-03-22T09:32:09.460 2010 3 -true 2 2 2 20 2.2 20.2 4462 03/23/10 2 2010-03-23T09:42:09.910 2010 3 -true 2 2 2 20 2.2 20.2 4472 03/24/10 2 2010-03-24T09:52:10.360 2010 3 -true 2 2 2 20 2.2 20.2 4482 03/25/10 2 2010-03-25T10:02:10.810 2010 3 -true 2 2 2 20 2.2 20.2 4492 03/26/10 2 2010-03-26T10:12:11.260 2010 3 -true 2 2 2 20 2.2 20.2 4502 03/27/10 2 2010-03-27T10:22:11.710 2010 3 -true 2 2 2 20 2.2 20.2 4512 03/28/10 2 2010-03-28T09:32:12.160 2010 3 -true 2 2 2 20 2.2 20.2 4522 03/29/10 2 2010-03-29T09:42:12.610 2010 3 -true 2 2 2 20 2.2 20.2 4532 03/30/10 2 2010-03-30T09:52:13.600 2010 3 -true 2 2 2 20 2.2 20.2 4542 03/31/10 2 2010-03-31T10:02:13.510 2010 3 -true 2 2 2 20 2.2 20.2 4552 04/01/10 2 2010-04-01T06:02:00.100 2010 4 -true 2 2 2 20 2.2 20.2 4562 04/02/10 2 2010-04-02T06:12:00.460 2010 4 -true 2 2 2 20 2.2 20.2 4572 04/03/10 2 2010-04-03T06:22:00.910 2010 4 -true 2 2 2 20 2.2 20.2 4582 04/04/10 2 2010-04-04T06:32:01.360 2010 4 -true 2 2 2 20 2.2 20.2 4592 04/05/10 2 2010-04-05T06:42:01.810 2010 4 -true 2 2 2 20 2.2 20.2 4602 04/06/10 2 2010-04-06T06:52:02.260 2010 4 -true 2 2 2 20 2.2 20.2 4612 04/07/10 2 2010-04-07T07:02:02.710 2010 4 -true 2 2 2 20 2.2 20.2 4622 04/08/10 2 2010-04-08T07:12:03.160 2010 4 -true 2 2 2 20 2.2 20.2 4632 04/09/10 2 2010-04-09T07:22:03.610 2010 4 -true 2 2 2 20 2.2 20.2 4642 04/10/10 2 2010-04-10T07:32:04.600 2010 4 -true 2 2 2 20 2.2 20.2 4652 04/11/10 2 2010-04-11T07:42:04.510 2010 4 -true 2 2 2 20 2.2 20.2 4662 04/12/10 2 2010-04-12T07:52:04.960 2010 4 -true 2 2 2 20 2.2 20.2 4672 04/13/10 2 2010-04-13T08:02:05.410 2010 4 -true 2 2 2 20 2.2 20.2 4682 04/14/10 2 2010-04-14T08:12:05.860 2010 4 -true 2 2 2 20 2.2 20.2 4692 04/15/10 2 2010-04-15T08:22:06.310 2010 4 -true 2 2 2 20 2.2 20.2 4702 04/16/10 2 2010-04-16T08:32:06.760 2010 4 -true 2 2 2 20 2.2 20.2 4712 04/17/10 2 2010-04-17T08:42:07.210 2010 4 -true 2 2 2 20 2.2 20.2 4722 04/18/10 2 2010-04-18T08:52:07.660 2010 4 -true 2 2 2 20 2.2 20.2 4732 04/19/10 2 2010-04-19T09:02:08.110 2010 4 -true 2 2 2 20 2.2 20.2 4742 04/20/10 2 2010-04-20T09:12:08.560 2010 4 -true 2 2 2 20 2.2 20.2 4752 04/21/10 2 2010-04-21T09:22:09.100 2010 4 -true 2 2 2 20 2.2 20.2 4762 04/22/10 2 2010-04-22T09:32:09.460 2010 4 -true 2 2 2 20 2.2 20.2 4772 04/23/10 2 2010-04-23T09:42:09.910 2010 4 -true 2 2 2 20 2.2 20.2 4782 04/24/10 2 2010-04-24T09:52:10.360 2010 4 -true 2 2 2 20 2.2 20.2 4792 04/25/10 2 2010-04-25T10:02:10.810 2010 4 -true 2 2 2 20 2.2 20.2 4802 04/26/10 2 2010-04-26T10:12:11.260 2010 4 -true 2 2 2 20 2.2 20.2 4812 04/27/10 2 2010-04-27T10:22:11.710 2010 4 -true 2 2 2 20 2.2 20.2 4822 04/28/10 2 2010-04-28T10:32:12.160 2010 4 -true 2 2 2 20 2.2 20.2 4832 04/29/10 2 2010-04-29T10:42:12.610 2010 4 -true 2 2 2 20 2.2 20.2 4842 04/30/10 2 2010-04-30T10:52:13.600 2010 4 -true 2 2 2 20 2.2 20.2 4852 05/01/10 2 2010-05-01T06:02:00.100 2010 5 -true 2 2 2 20 2.2 20.2 4862 05/02/10 2 2010-05-02T06:12:00.460 2010 5 -true 2 2 2 20 2.2 20.2 4872 05/03/10 2 2010-05-03T06:22:00.910 2010 5 -true 2 2 2 20 2.2 20.2 4882 05/04/10 2 2010-05-04T06:32:01.360 2010 5 -true 2 2 2 20 2.2 20.2 4892 05/05/10 2 2010-05-05T06:42:01.810 2010 5 -true 2 2 2 20 2.2 20.2 4902 05/06/10 2 2010-05-06T06:52:02.260 2010 5 -true 2 2 2 20 2.2 20.2 4912 05/07/10 2 2010-05-07T07:02:02.710 2010 5 -true 2 2 2 20 2.2 20.2 4922 05/08/10 2 2010-05-08T07:12:03.160 2010 5 -true 2 2 2 20 2.2 20.2 4932 05/09/10 2 2010-05-09T07:22:03.610 2010 5 -true 2 2 2 20 2.2 20.2 4942 05/10/10 2 2010-05-10T07:32:04.600 2010 5 -true 2 2 2 20 2.2 20.2 4952 05/11/10 2 2010-05-11T07:42:04.510 2010 5 -true 2 2 2 20 2.2 20.2 4962 05/12/10 2 2010-05-12T07:52:04.960 2010 5 -true 2 2 2 20 2.2 20.2 4972 05/13/10 2 2010-05-13T08:02:05.410 2010 5 -true 2 2 2 20 2.2 20.2 4982 05/14/10 2 2010-05-14T08:12:05.860 2010 5 -true 2 2 2 20 2.2 20.2 4992 05/15/10 2 2010-05-15T08:22:06.310 2010 5 -true 2 2 2 20 2.2 20.2 5002 05/16/10 2 2010-05-16T08:32:06.760 2010 5 -true 2 2 2 20 2.2 20.2 5012 05/17/10 2 2010-05-17T08:42:07.210 2010 5 -true 2 2 2 20 2.2 20.2 5022 05/18/10 2 2010-05-18T08:52:07.660 2010 5 -true 2 2 2 20 2.2 20.2 5032 05/19/10 2 2010-05-19T09:02:08.110 2010 5 -true 2 2 2 20 2.2 20.2 5042 05/20/10 2 2010-05-20T09:12:08.560 2010 5 -true 2 2 2 20 2.2 20.2 5052 05/21/10 2 2010-05-21T09:22:09.100 2010 5 -true 2 2 2 20 2.2 20.2 5062 05/22/10 2 2010-05-22T09:32:09.460 2010 5 -true 2 2 2 20 2.2 20.2 5072 05/23/10 2 2010-05-23T09:42:09.910 2010 5 -true 2 2 2 20 2.2 20.2 5082 05/24/10 2 2010-05-24T09:52:10.360 2010 5 -true 2 2 2 20 2.2 20.2 5092 05/25/10 2 2010-05-25T10:02:10.810 2010 5 -true 2 2 2 20 2.2 20.2 5102 05/26/10 2 2010-05-26T10:12:11.260 2010 5 -true 2 2 2 20 2.2 20.2 5112 05/27/10 2 2010-05-27T10:22:11.710 2010 5 -true 2 2 2 20 2.2 20.2 5122 05/28/10 2 2010-05-28T10:32:12.160 2010 5 -true 2 2 2 20 2.2 20.2 5132 05/29/10 2 2010-05-29T10:42:12.610 2010 5 -true 2 2 2 20 2.2 20.2 5142 05/30/10 2 2010-05-30T10:52:13.600 2010 5 -true 2 2 2 20 2.2 20.2 5152 05/31/10 2 2010-05-31T11:02:13.510 2010 5 -true 2 2 2 20 2.2 20.2 5162 06/01/10 2 2010-06-01T06:02:00.100 2010 6 -true 2 2 2 20 2.2 20.2 5172 06/02/10 2 2010-06-02T06:12:00.460 2010 6 -true 2 2 2 20 2.2 20.2 5182 06/03/10 2 2010-06-03T06:22:00.910 2010 6 -true 2 2 2 20 2.2 20.2 5192 06/04/10 2 2010-06-04T06:32:01.360 2010 6 -true 2 2 2 20 2.2 20.2 5202 06/05/10 2 2010-06-05T06:42:01.810 2010 6 -true 2 2 2 20 2.2 20.2 5212 06/06/10 2 2010-06-06T06:52:02.260 2010 6 -true 2 2 2 20 2.2 20.2 5222 06/07/10 2 2010-06-07T07:02:02.710 2010 6 -true 2 2 2 20 2.2 20.2 5232 06/08/10 2 2010-06-08T07:12:03.160 2010 6 -true 2 2 2 20 2.2 20.2 5242 06/09/10 2 2010-06-09T07:22:03.610 2010 6 -true 2 2 2 20 2.2 20.2 5252 06/10/10 2 2010-06-10T07:32:04.600 2010 6 -true 2 2 2 20 2.2 20.2 5262 06/11/10 2 2010-06-11T07:42:04.510 2010 6 -true 2 2 2 20 2.2 20.2 5272 06/12/10 2 2010-06-12T07:52:04.960 2010 6 -true 2 2 2 20 2.2 20.2 5282 06/13/10 2 2010-06-13T08:02:05.410 2010 6 -true 2 2 2 20 2.2 20.2 5292 06/14/10 2 2010-06-14T08:12:05.860 2010 6 -true 2 2 2 20 2.2 20.2 5302 06/15/10 2 2010-06-15T08:22:06.310 2010 6 -true 2 2 2 20 2.2 20.2 5312 06/16/10 2 2010-06-16T08:32:06.760 2010 6 -true 2 2 2 20 2.2 20.2 5322 06/17/10 2 2010-06-17T08:42:07.210 2010 6 -true 2 2 2 20 2.2 20.2 5332 06/18/10 2 2010-06-18T08:52:07.660 2010 6 -true 2 2 2 20 2.2 20.2 5342 06/19/10 2 2010-06-19T09:02:08.110 2010 6 -true 2 2 2 20 2.2 20.2 5352 06/20/10 2 2010-06-20T09:12:08.560 2010 6 -true 2 2 2 20 2.2 20.2 5362 06/21/10 2 2010-06-21T09:22:09.100 2010 6 -true 2 2 2 20 2.2 20.2 5372 06/22/10 2 2010-06-22T09:32:09.460 2010 6 -true 2 2 2 20 2.2 20.2 5382 06/23/10 2 2010-06-23T09:42:09.910 2010 6 -true 2 2 2 20 2.2 20.2 5392 06/24/10 2 2010-06-24T09:52:10.360 2010 6 -true 2 2 2 20 2.2 20.2 5402 06/25/10 2 2010-06-25T10:02:10.810 2010 6 -true 2 2 2 20 2.2 20.2 5412 06/26/10 2 2010-06-26T10:12:11.260 2010 6 -true 2 2 2 20 2.2 20.2 5422 06/27/10 2 2010-06-27T10:22:11.710 2010 6 -true 2 2 2 20 2.2 20.2 5432 06/28/10 2 2010-06-28T10:32:12.160 2010 6 -true 2 2 2 20 2.2 20.2 5442 06/29/10 2 2010-06-29T10:42:12.610 2010 6 -true 2 2 2 20 2.2 20.2 5452 06/30/10 2 2010-06-30T10:52:13.600 2010 6 -true 2 2 2 20 2.2 20.2 5462 07/01/10 2 2010-07-01T06:02:00.100 2010 7 -true 2 2 2 20 2.2 20.2 5472 07/02/10 2 2010-07-02T06:12:00.460 2010 7 -true 2 2 2 20 2.2 20.2 5482 07/03/10 2 2010-07-03T06:22:00.910 2010 7 -true 2 2 2 20 2.2 20.2 5492 07/04/10 2 2010-07-04T06:32:01.360 2010 7 -true 2 2 2 20 2.2 20.2 5502 07/05/10 2 2010-07-05T06:42:01.810 2010 7 -true 2 2 2 20 2.2 20.2 5512 07/06/10 2 2010-07-06T06:52:02.260 2010 7 -true 2 2 2 20 2.2 20.2 5522 07/07/10 2 2010-07-07T07:02:02.710 2010 7 -true 2 2 2 20 2.2 20.2 5532 07/08/10 2 2010-07-08T07:12:03.160 2010 7 -true 2 2 2 20 2.2 20.2 5542 07/09/10 2 2010-07-09T07:22:03.610 2010 7 -true 2 2 2 20 2.2 20.2 5552 07/10/10 2 2010-07-10T07:32:04.600 2010 7 -true 2 2 2 20 2.2 20.2 5562 07/11/10 2 2010-07-11T07:42:04.510 2010 7 -true 2 2 2 20 2.2 20.2 5572 07/12/10 2 2010-07-12T07:52:04.960 2010 7 -true 2 2 2 20 2.2 20.2 5582 07/13/10 2 2010-07-13T08:02:05.410 2010 7 -true 2 2 2 20 2.2 20.2 5592 07/14/10 2 2010-07-14T08:12:05.860 2010 7 -true 2 2 2 20 2.2 20.2 5602 07/15/10 2 2010-07-15T08:22:06.310 2010 7 -true 2 2 2 20 2.2 20.2 5612 07/16/10 2 2010-07-16T08:32:06.760 2010 7 -true 2 2 2 20 2.2 20.2 5622 07/17/10 2 2010-07-17T08:42:07.210 2010 7 -true 2 2 2 20 2.2 20.2 5632 07/18/10 2 2010-07-18T08:52:07.660 2010 7 -true 2 2 2 20 2.2 20.2 5642 07/19/10 2 2010-07-19T09:02:08.110 2010 7 -true 2 2 2 20 2.2 20.2 5652 07/20/10 2 2010-07-20T09:12:08.560 2010 7 -true 2 2 2 20 2.2 20.2 5662 07/21/10 2 2010-07-21T09:22:09.100 2010 7 -true 2 2 2 20 2.2 20.2 5672 07/22/10 2 2010-07-22T09:32:09.460 2010 7 -true 2 2 2 20 2.2 20.2 5682 07/23/10 2 2010-07-23T09:42:09.910 2010 7 -true 2 2 2 20 2.2 20.2 5692 07/24/10 2 2010-07-24T09:52:10.360 2010 7 -true 2 2 2 20 2.2 20.2 5702 07/25/10 2 2010-07-25T10:02:10.810 2010 7 -true 2 2 2 20 2.2 20.2 5712 07/26/10 2 2010-07-26T10:12:11.260 2010 7 -true 2 2 2 20 2.2 20.2 5722 07/27/10 2 2010-07-27T10:22:11.710 2010 7 -true 2 2 2 20 2.2 20.2 5732 07/28/10 2 2010-07-28T10:32:12.160 2010 7 -true 2 2 2 20 2.2 20.2 5742 07/29/10 2 2010-07-29T10:42:12.610 2010 7 -true 2 2 2 20 2.2 20.2 5752 07/30/10 2 2010-07-30T10:52:13.600 2010 7 -true 2 2 2 20 2.2 20.2 5762 07/31/10 2 2010-07-31T11:02:13.510 2010 7 -true 2 2 2 20 2.2 20.2 5772 08/01/10 2 2010-08-01T06:02:00.100 2010 8 -true 2 2 2 20 2.2 20.2 5782 08/02/10 2 2010-08-02T06:12:00.460 2010 8 -true 2 2 2 20 2.2 20.2 5792 08/03/10 2 2010-08-03T06:22:00.910 2010 8 -true 2 2 2 20 2.2 20.2 5802 08/04/10 2 2010-08-04T06:32:01.360 2010 8 -true 2 2 2 20 2.2 20.2 5812 08/05/10 2 2010-08-05T06:42:01.810 2010 8 -true 2 2 2 20 2.2 20.2 5822 08/06/10 2 2010-08-06T06:52:02.260 2010 8 -true 2 2 2 20 2.2 20.2 5832 08/07/10 2 2010-08-07T07:02:02.710 2010 8 -true 2 2 2 20 2.2 20.2 5842 08/08/10 2 2010-08-08T07:12:03.160 2010 8 -true 2 2 2 20 2.2 20.2 5852 08/09/10 2 2010-08-09T07:22:03.610 2010 8 -true 2 2 2 20 2.2 20.2 5862 08/10/10 2 2010-08-10T07:32:04.600 2010 8 -true 2 2 2 20 2.2 20.2 5872 08/11/10 2 2010-08-11T07:42:04.510 2010 8 -true 2 2 2 20 2.2 20.2 5882 08/12/10 2 2010-08-12T07:52:04.960 2010 8 -true 2 2 2 20 2.2 20.2 5892 08/13/10 2 2010-08-13T08:02:05.410 2010 8 -true 2 2 2 20 2.2 20.2 5902 08/14/10 2 2010-08-14T08:12:05.860 2010 8 -true 2 2 2 20 2.2 20.2 5912 08/15/10 2 2010-08-15T08:22:06.310 2010 8 -true 2 2 2 20 2.2 20.2 5922 08/16/10 2 2010-08-16T08:32:06.760 2010 8 -true 2 2 2 20 2.2 20.2 5932 08/17/10 2 2010-08-17T08:42:07.210 2010 8 -true 2 2 2 20 2.2 20.2 5942 08/18/10 2 2010-08-18T08:52:07.660 2010 8 -true 2 2 2 20 2.2 20.2 5952 08/19/10 2 2010-08-19T09:02:08.110 2010 8 -true 2 2 2 20 2.2 20.2 5962 08/20/10 2 2010-08-20T09:12:08.560 2010 8 -true 2 2 2 20 2.2 20.2 5972 08/21/10 2 2010-08-21T09:22:09.100 2010 8 -true 2 2 2 20 2.2 20.2 5982 08/22/10 2 2010-08-22T09:32:09.460 2010 8 -true 2 2 2 20 2.2 20.2 5992 08/23/10 2 2010-08-23T09:42:09.910 2010 8 -true 2 2 2 20 2.2 20.2 6002 08/24/10 2 2010-08-24T09:52:10.360 2010 8 -true 2 2 2 20 2.2 20.2 6012 08/25/10 2 2010-08-25T10:02:10.810 2010 8 -true 2 2 2 20 2.2 20.2 6022 08/26/10 2 2010-08-26T10:12:11.260 2010 8 -true 2 2 2 20 2.2 20.2 6032 08/27/10 2 2010-08-27T10:22:11.710 2010 8 -true 2 2 2 20 2.2 20.2 6042 08/28/10 2 2010-08-28T10:32:12.160 2010 8 -true 2 2 2 20 2.2 20.2 6052 08/29/10 2 2010-08-29T10:42:12.610 2010 8 -true 2 2 2 20 2.2 20.2 6062 08/30/10 2 2010-08-30T10:52:13.600 2010 8 -true 2 2 2 20 2.2 20.2 6072 08/31/10 2 2010-08-31T11:02:13.510 2010 8 -true 2 2 2 20 2.2 20.2 6082 09/01/10 2 2010-09-01T06:02:00.100 2010 9 -true 2 2 2 20 2.2 20.2 6092 09/02/10 2 2010-09-02T06:12:00.460 2010 9 -true 2 2 2 20 2.2 20.2 6102 09/03/10 2 2010-09-03T06:22:00.910 2010 9 -true 2 2 2 20 2.2 20.2 6112 09/04/10 2 2010-09-04T06:32:01.360 2010 9 -true 2 2 2 20 2.2 20.2 6122 09/05/10 2 2010-09-05T06:42:01.810 2010 9 -true 2 2 2 20 2.2 20.2 6132 09/06/10 2 2010-09-06T06:52:02.260 2010 9 -true 2 2 2 20 2.2 20.2 6142 09/07/10 2 2010-09-07T07:02:02.710 2010 9 -true 2 2 2 20 2.2 20.2 6152 09/08/10 2 2010-09-08T07:12:03.160 2010 9 -true 2 2 2 20 2.2 20.2 6162 09/09/10 2 2010-09-09T07:22:03.610 2010 9 -true 2 2 2 20 2.2 20.2 6172 09/10/10 2 2010-09-10T07:32:04.600 2010 9 -true 2 2 2 20 2.2 20.2 6182 09/11/10 2 2010-09-11T07:42:04.510 2010 9 -true 2 2 2 20 2.2 20.2 6192 09/12/10 2 2010-09-12T07:52:04.960 2010 9 -true 2 2 2 20 2.2 20.2 6202 09/13/10 2 2010-09-13T08:02:05.410 2010 9 -true 2 2 2 20 2.2 20.2 6212 09/14/10 2 2010-09-14T08:12:05.860 2010 9 -true 2 2 2 20 2.2 20.2 6222 09/15/10 2 2010-09-15T08:22:06.310 2010 9 -true 2 2 2 20 2.2 20.2 6232 09/16/10 2 2010-09-16T08:32:06.760 2010 9 -true 2 2 2 20 2.2 20.2 6242 09/17/10 2 2010-09-17T08:42:07.210 2010 9 -true 2 2 2 20 2.2 20.2 6252 09/18/10 2 2010-09-18T08:52:07.660 2010 9 -true 2 2 2 20 2.2 20.2 6262 09/19/10 2 2010-09-19T09:02:08.110 2010 9 -true 2 2 2 20 2.2 20.2 6272 09/20/10 2 2010-09-20T09:12:08.560 2010 9 -true 2 2 2 20 2.2 20.2 6282 09/21/10 2 2010-09-21T09:22:09.100 2010 9 -true 2 2 2 20 2.2 20.2 6292 09/22/10 2 2010-09-22T09:32:09.460 2010 9 -true 2 2 2 20 2.2 20.2 6302 09/23/10 2 2010-09-23T09:42:09.910 2010 9 -true 2 2 2 20 2.2 20.2 6312 09/24/10 2 2010-09-24T09:52:10.360 2010 9 -true 2 2 2 20 2.2 20.2 6322 09/25/10 2 2010-09-25T10:02:10.810 2010 9 -true 2 2 2 20 2.2 20.2 6332 09/26/10 2 2010-09-26T10:12:11.260 2010 9 -true 2 2 2 20 2.2 20.2 6342 09/27/10 2 2010-09-27T10:22:11.710 2010 9 -true 2 2 2 20 2.2 20.2 6352 09/28/10 2 2010-09-28T10:32:12.160 2010 9 -true 2 2 2 20 2.2 20.2 6362 09/29/10 2 2010-09-29T10:42:12.610 2010 9 -true 2 2 2 20 2.2 20.2 6372 09/30/10 2 2010-09-30T10:52:13.600 2010 9 -true 2 2 2 20 2.2 20.2 6382 10/01/10 2 2010-10-01T06:02:00.100 2010 10 -true 2 2 2 20 2.2 20.2 6392 10/02/10 2 2010-10-02T06:12:00.460 2010 10 -true 2 2 2 20 2.2 20.2 6402 10/03/10 2 2010-10-03T06:22:00.910 2010 10 -true 2 2 2 20 2.2 20.2 6412 10/04/10 2 2010-10-04T06:32:01.360 2010 10 -true 2 2 2 20 2.2 20.2 6422 10/05/10 2 2010-10-05T06:42:01.810 2010 10 -true 2 2 2 20 2.2 20.2 6432 10/06/10 2 2010-10-06T06:52:02.260 2010 10 -true 2 2 2 20 2.2 20.2 6442 10/07/10 2 2010-10-07T07:02:02.710 2010 10 -true 2 2 2 20 2.2 20.2 6452 10/08/10 2 2010-10-08T07:12:03.160 2010 10 -true 2 2 2 20 2.2 20.2 6462 10/09/10 2 2010-10-09T07:22:03.610 2010 10 -true 2 2 2 20 2.2 20.2 6472 10/10/10 2 2010-10-10T07:32:04.600 2010 10 -true 2 2 2 20 2.2 20.2 6482 10/11/10 2 2010-10-11T07:42:04.510 2010 10 -true 2 2 2 20 2.2 20.2 6492 10/12/10 2 2010-10-12T07:52:04.960 2010 10 -true 2 2 2 20 2.2 20.2 6502 10/13/10 2 2010-10-13T08:02:05.410 2010 10 -true 2 2 2 20 2.2 20.2 6512 10/14/10 2 2010-10-14T08:12:05.860 2010 10 -true 2 2 2 20 2.2 20.2 6522 10/15/10 2 2010-10-15T08:22:06.310 2010 10 -true 2 2 2 20 2.2 20.2 6532 10/16/10 2 2010-10-16T08:32:06.760 2010 10 -true 2 2 2 20 2.2 20.2 6542 10/17/10 2 2010-10-17T08:42:07.210 2010 10 -true 2 2 2 20 2.2 20.2 6552 10/18/10 2 2010-10-18T08:52:07.660 2010 10 -true 2 2 2 20 2.2 20.2 6562 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20.2 6702 11/02/10 2 2010-11-02T07:12:00.460 2010 11 -true 2 2 2 20 2.2 20.2 6712 11/03/10 2 2010-11-03T07:22:00.910 2010 11 -true 2 2 2 20 2.2 20.2 6722 11/04/10 2 2010-11-04T07:32:01.360 2010 11 -true 2 2 2 20 2.2 20.2 6732 11/05/10 2 2010-11-05T07:42:01.810 2010 11 -true 2 2 2 20 2.2 20.2 6742 11/06/10 2 2010-11-06T07:52:02.260 2010 11 -true 2 2 2 20 2.2 20.2 6752 11/07/10 2 2010-11-07T08:02:02.710 2010 11 -true 2 2 2 20 2.2 20.2 6762 11/08/10 2 2010-11-08T08:12:03.160 2010 11 -true 2 2 2 20 2.2 20.2 6772 11/09/10 2 2010-11-09T08:22:03.610 2010 11 -true 2 2 2 20 2.2 20.2 6782 11/10/10 2 2010-11-10T08:32:04.600 2010 11 -true 2 2 2 20 2.2 20.2 6792 11/11/10 2 2010-11-11T08:42:04.510 2010 11 -true 2 2 2 20 2.2 20.2 6802 11/12/10 2 2010-11-12T08:52:04.960 2010 11 -true 2 2 2 20 2.2 20.2 6812 11/13/10 2 2010-11-13T09:02:05.410 2010 11 -true 2 2 2 20 2.2 20.2 6822 11/14/10 2 2010-11-14T09:12:05.860 2010 11 -true 2 2 2 20 2.2 20.2 6832 11/15/10 2 2010-11-15T09:22:06.310 2010 11 -true 2 2 2 20 2.2 20.2 6842 11/16/10 2 2010-11-16T09:32:06.760 2010 11 -true 2 2 2 20 2.2 20.2 6852 11/17/10 2 2010-11-17T09:42:07.210 2010 11 -true 2 2 2 20 2.2 20.2 6862 11/18/10 2 2010-11-18T09:52:07.660 2010 11 -true 2 2 2 20 2.2 20.2 6872 11/19/10 2 2010-11-19T10:02:08.110 2010 11 -true 2 2 2 20 2.2 20.2 6882 11/20/10 2 2010-11-20T10:12:08.560 2010 11 -true 2 2 2 20 2.2 20.2 6892 11/21/10 2 2010-11-21T10:22:09.100 2010 11 -true 2 2 2 20 2.2 20.2 6902 11/22/10 2 2010-11-22T10:32:09.460 2010 11 -true 2 2 2 20 2.2 20.2 6912 11/23/10 2 2010-11-23T10:42:09.910 2010 11 -true 2 2 2 20 2.2 20.2 6922 11/24/10 2 2010-11-24T10:52:10.360 2010 11 -true 2 2 2 20 2.2 20.2 6932 11/25/10 2 2010-11-25T11:02:10.810 2010 11 -true 2 2 2 20 2.2 20.2 6942 11/26/10 2 2010-11-26T11:12:11.260 2010 11 -true 2 2 2 20 2.2 20.2 6952 11/27/10 2 2010-11-27T11:22:11.710 2010 11 -true 2 2 2 20 2.2 20.2 6962 11/28/10 2 2010-11-28T11:32:12.160 2010 11 -true 2 2 2 20 2.2 20.2 6972 11/29/10 2 2010-11-29T11:42:12.610 2010 11 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2 2 20 2.2 20.2 1332 05/14/09 2 2009-05-14T08:12:05.860 2009 5 -true 2 2 2 20 2.2 20.2 1342 05/15/09 2 2009-05-15T08:22:06.310 2009 5 -true 2 2 2 20 2.2 20.2 1352 05/16/09 2 2009-05-16T08:32:06.760 2009 5 -true 2 2 2 20 2.2 20.2 1362 05/17/09 2 2009-05-17T08:42:07.210 2009 5 -true 2 2 2 20 2.2 20.2 1372 05/18/09 2 2009-05-18T08:52:07.660 2009 5 -true 2 2 2 20 2.2 20.2 1382 05/19/09 2 2009-05-19T09:02:08.110 2009 5 -true 2 2 2 20 2.2 20.2 1392 05/20/09 2 2009-05-20T09:12:08.560 2009 5 -true 2 2 2 20 2.2 20.2 1402 05/21/09 2 2009-05-21T09:22:09.100 2009 5 -true 2 2 2 20 2.2 20.2 1412 05/22/09 2 2009-05-22T09:32:09.460 2009 5 -true 2 2 2 20 2.2 20.2 142 01/15/09 2 2009-01-15T09:22:06.310 2009 1 -true 2 2 2 20 2.2 20.2 1422 05/23/09 2 2009-05-23T09:42:09.910 2009 5 -true 2 2 2 20 2.2 20.2 1432 05/24/09 2 2009-05-24T09:52:10.360 2009 5 -true 2 2 2 20 2.2 20.2 1442 05/25/09 2 2009-05-25T10:02:10.810 2009 5 -true 2 2 2 20 2.2 20.2 1452 05/26/09 2 2009-05-26T10:12:11.260 2009 5 -true 2 2 2 20 2.2 20.2 1462 05/27/09 2 2009-05-27T10:22:11.710 2009 5 -true 2 2 2 20 2.2 20.2 1472 05/28/09 2 2009-05-28T10:32:12.160 2009 5 -true 2 2 2 20 2.2 20.2 1482 05/29/09 2 2009-05-29T10:42:12.610 2009 5 -true 2 2 2 20 2.2 20.2 1492 05/30/09 2 2009-05-30T10:52:13.600 2009 5 -true 2 2 2 20 2.2 20.2 1502 05/31/09 2 2009-05-31T11:02:13.510 2009 5 -true 2 2 2 20 2.2 20.2 1512 06/01/09 2 2009-06-01T06:02:00.100 2009 6 -true 2 2 2 20 2.2 20.2 152 01/16/09 2 2009-01-16T09:32:06.760 2009 1 -true 2 2 2 20 2.2 20.2 1522 06/02/09 2 2009-06-02T06:12:00.460 2009 6 -true 2 2 2 20 2.2 20.2 1532 06/03/09 2 2009-06-03T06:22:00.910 2009 6 -true 2 2 2 20 2.2 20.2 1542 06/04/09 2 2009-06-04T06:32:01.360 2009 6 -true 2 2 2 20 2.2 20.2 1552 06/05/09 2 2009-06-05T06:42:01.810 2009 6 -true 2 2 2 20 2.2 20.2 1562 06/06/09 2 2009-06-06T06:52:02.260 2009 6 -true 2 2 2 20 2.2 20.2 1572 06/07/09 2 2009-06-07T07:02:02.710 2009 6 -true 2 2 2 20 2.2 20.2 1582 06/08/09 2 2009-06-08T07:12:03.160 2009 6 -true 2 2 2 20 2.2 20.2 1592 06/09/09 2 2009-06-09T07:22:03.610 2009 6 -true 2 2 2 20 2.2 20.2 1602 06/10/09 2 2009-06-10T07:32:04.600 2009 6 -true 2 2 2 20 2.2 20.2 1612 06/11/09 2 2009-06-11T07:42:04.510 2009 6 -true 2 2 2 20 2.2 20.2 162 01/17/09 2 2009-01-17T09:42:07.210 2009 1 -true 2 2 2 20 2.2 20.2 1622 06/12/09 2 2009-06-12T07:52:04.960 2009 6 -true 2 2 2 20 2.2 20.2 1632 06/13/09 2 2009-06-13T08:02:05.410 2009 6 -true 2 2 2 20 2.2 20.2 1642 06/14/09 2 2009-06-14T08:12:05.860 2009 6 -true 2 2 2 20 2.2 20.2 1652 06/15/09 2 2009-06-15T08:22:06.310 2009 6 -true 2 2 2 20 2.2 20.2 1662 06/16/09 2 2009-06-16T08:32:06.760 2009 6 -true 2 2 2 20 2.2 20.2 1672 06/17/09 2 2009-06-17T08:42:07.210 2009 6 -true 2 2 2 20 2.2 20.2 1682 06/18/09 2 2009-06-18T08:52:07.660 2009 6 -true 2 2 2 20 2.2 20.2 1692 06/19/09 2 2009-06-19T09:02:08.110 2009 6 -true 2 2 2 20 2.2 20.2 1702 06/20/09 2 2009-06-20T09:12:08.560 2009 6 -true 2 2 2 20 2.2 20.2 1712 06/21/09 2 2009-06-21T09:22:09.100 2009 6 -true 2 2 2 20 2.2 20.2 172 01/18/09 2 2009-01-18T09:52:07.660 2009 1 -true 2 2 2 20 2.2 20.2 1722 06/22/09 2 2009-06-22T09:32:09.460 2009 6 -true 2 2 2 20 2.2 20.2 1732 06/23/09 2 2009-06-23T09:42:09.910 2009 6 -true 2 2 2 20 2.2 20.2 1742 06/24/09 2 2009-06-24T09:52:10.360 2009 6 -true 2 2 2 20 2.2 20.2 1752 06/25/09 2 2009-06-25T10:02:10.810 2009 6 -true 2 2 2 20 2.2 20.2 1762 06/26/09 2 2009-06-26T10:12:11.260 2009 6 -true 2 2 2 20 2.2 20.2 1772 06/27/09 2 2009-06-27T10:22:11.710 2009 6 -true 2 2 2 20 2.2 20.2 1782 06/28/09 2 2009-06-28T10:32:12.160 2009 6 -true 2 2 2 20 2.2 20.2 1792 06/29/09 2 2009-06-29T10:42:12.610 2009 6 -true 2 2 2 20 2.2 20.2 1802 06/30/09 2 2009-06-30T10:52:13.600 2009 6 -true 2 2 2 20 2.2 20.2 1812 07/01/09 2 2009-07-01T06:02:00.100 2009 7 -true 2 2 2 20 2.2 20.2 182 01/19/09 2 2009-01-19T10:02:08.110 2009 1 -true 2 2 2 20 2.2 20.2 1822 07/02/09 2 2009-07-02T06:12:00.460 2009 7 -true 2 2 2 20 2.2 20.2 1832 07/03/09 2 2009-07-03T06:22:00.910 2009 7 -true 2 2 2 20 2.2 20.2 1842 07/04/09 2 2009-07-04T06:32:01.360 2009 7 -true 2 2 2 20 2.2 20.2 1852 07/05/09 2 2009-07-05T06:42:01.810 2009 7 -true 2 2 2 20 2.2 20.2 1862 07/06/09 2 2009-07-06T06:52:02.260 2009 7 -true 2 2 2 20 2.2 20.2 1872 07/07/09 2 2009-07-07T07:02:02.710 2009 7 -true 2 2 2 20 2.2 20.2 1882 07/08/09 2 2009-07-08T07:12:03.160 2009 7 -true 2 2 2 20 2.2 20.2 1892 07/09/09 2 2009-07-09T07:22:03.610 2009 7 -true 2 2 2 20 2.2 20.2 1902 07/10/09 2 2009-07-10T07:32:04.600 2009 7 -true 2 2 2 20 2.2 20.2 1912 07/11/09 2 2009-07-11T07:42:04.510 2009 7 -true 2 2 2 20 2.2 20.2 192 01/20/09 2 2009-01-20T10:12:08.560 2009 1 -true 2 2 2 20 2.2 20.2 1922 07/12/09 2 2009-07-12T07:52:04.960 2009 7 -true 2 2 2 20 2.2 20.2 1932 07/13/09 2 2009-07-13T08:02:05.410 2009 7 -true 2 2 2 20 2.2 20.2 1942 07/14/09 2 2009-07-14T08:12:05.860 2009 7 -true 2 2 2 20 2.2 20.2 1952 07/15/09 2 2009-07-15T08:22:06.310 2009 7 -true 2 2 2 20 2.2 20.2 1962 07/16/09 2 2009-07-16T08:32:06.760 2009 7 -true 2 2 2 20 2.2 20.2 1972 07/17/09 2 2009-07-17T08:42:07.210 2009 7 -true 2 2 2 20 2.2 20.2 1982 07/18/09 2 2009-07-18T08:52:07.660 2009 7 -true 2 2 2 20 2.2 20.2 1992 07/19/09 2 2009-07-19T09:02:08.110 2009 7 -true 2 2 2 20 2.2 20.2 2 01/01/09 2 2009-01-01T07:02:00.100 2009 1 -true 2 2 2 20 2.2 20.2 2002 07/20/09 2 2009-07-20T09:12:08.560 2009 7 -true 2 2 2 20 2.2 20.2 2012 07/21/09 2 2009-07-21T09:22:09.100 2009 7 -true 2 2 2 20 2.2 20.2 202 01/21/09 2 2009-01-21T10:22:09.100 2009 1 -true 2 2 2 20 2.2 20.2 2022 07/22/09 2 2009-07-22T09:32:09.460 2009 7 -true 2 2 2 20 2.2 20.2 2032 07/23/09 2 2009-07-23T09:42:09.910 2009 7 -true 2 2 2 20 2.2 20.2 2042 07/24/09 2 2009-07-24T09:52:10.360 2009 7 -true 2 2 2 20 2.2 20.2 2052 07/25/09 2 2009-07-25T10:02:10.810 2009 7 -true 2 2 2 20 2.2 20.2 2062 07/26/09 2 2009-07-26T10:12:11.260 2009 7 -true 2 2 2 20 2.2 20.2 2072 07/27/09 2 2009-07-27T10:22:11.710 2009 7 -true 2 2 2 20 2.2 20.2 2082 07/28/09 2 2009-07-28T10:32:12.160 2009 7 -true 2 2 2 20 2.2 20.2 2092 07/29/09 2 2009-07-29T10:42:12.610 2009 7 -true 2 2 2 20 2.2 20.2 2102 07/30/09 2 2009-07-30T10:52:13.600 2009 7 -true 2 2 2 20 2.2 20.2 2112 07/31/09 2 2009-07-31T11:02:13.510 2009 7 -true 2 2 2 20 2.2 20.2 212 01/22/09 2 2009-01-22T10:32:09.460 2009 1 -true 2 2 2 20 2.2 20.2 2122 08/01/09 2 2009-08-01T06:02:00.100 2009 8 -true 2 2 2 20 2.2 20.2 2132 08/02/09 2 2009-08-02T06:12:00.460 2009 8 -true 2 2 2 20 2.2 20.2 2142 08/03/09 2 2009-08-03T06:22:00.910 2009 8 -true 2 2 2 20 2.2 20.2 2152 08/04/09 2 2009-08-04T06:32:01.360 2009 8 -true 2 2 2 20 2.2 20.2 2162 08/05/09 2 2009-08-05T06:42:01.810 2009 8 -true 2 2 2 20 2.2 20.2 2172 08/06/09 2 2009-08-06T06:52:02.260 2009 8 -true 2 2 2 20 2.2 20.2 2182 08/07/09 2 2009-08-07T07:02:02.710 2009 8 -true 2 2 2 20 2.2 20.2 2192 08/08/09 2 2009-08-08T07:12:03.160 2009 8 -true 2 2 2 20 2.2 20.2 22 01/03/09 2 2009-01-03T07:22:00.910 2009 1 -true 2 2 2 20 2.2 20.2 2202 08/09/09 2 2009-08-09T07:22:03.610 2009 8 -true 2 2 2 20 2.2 20.2 2212 08/10/09 2 2009-08-10T07:32:04.600 2009 8 -true 2 2 2 20 2.2 20.2 222 01/23/09 2 2009-01-23T10:42:09.910 2009 1 -true 2 2 2 20 2.2 20.2 2222 08/11/09 2 2009-08-11T07:42:04.510 2009 8 -true 2 2 2 20 2.2 20.2 2232 08/12/09 2 2009-08-12T07:52:04.960 2009 8 -true 2 2 2 20 2.2 20.2 2242 08/13/09 2 2009-08-13T08:02:05.410 2009 8 -true 2 2 2 20 2.2 20.2 2252 08/14/09 2 2009-08-14T08:12:05.860 2009 8 -true 2 2 2 20 2.2 20.2 2262 08/15/09 2 2009-08-15T08:22:06.310 2009 8 -true 2 2 2 20 2.2 20.2 2272 08/16/09 2 2009-08-16T08:32:06.760 2009 8 -true 2 2 2 20 2.2 20.2 2282 08/17/09 2 2009-08-17T08:42:07.210 2009 8 -true 2 2 2 20 2.2 20.2 2292 08/18/09 2 2009-08-18T08:52:07.660 2009 8 -true 2 2 2 20 2.2 20.2 2302 08/19/09 2 2009-08-19T09:02:08.110 2009 8 -true 2 2 2 20 2.2 20.2 2312 08/20/09 2 2009-08-20T09:12:08.560 2009 8 -true 2 2 2 20 2.2 20.2 232 01/24/09 2 2009-01-24T10:52:10.360 2009 1 -true 2 2 2 20 2.2 20.2 2322 08/21/09 2 2009-08-21T09:22:09.100 2009 8 -true 2 2 2 20 2.2 20.2 2332 08/22/09 2 2009-08-22T09:32:09.460 2009 8 -true 2 2 2 20 2.2 20.2 2342 08/23/09 2 2009-08-23T09:42:09.910 2009 8 -true 2 2 2 20 2.2 20.2 2352 08/24/09 2 2009-08-24T09:52:10.360 2009 8 -true 2 2 2 20 2.2 20.2 2362 08/25/09 2 2009-08-25T10:02:10.810 2009 8 -true 2 2 2 20 2.2 20.2 2372 08/26/09 2 2009-08-26T10:12:11.260 2009 8 -true 2 2 2 20 2.2 20.2 2382 08/27/09 2 2009-08-27T10:22:11.710 2009 8 -true 2 2 2 20 2.2 20.2 2392 08/28/09 2 2009-08-28T10:32:12.160 2009 8 -true 2 2 2 20 2.2 20.2 2402 08/29/09 2 2009-08-29T10:42:12.610 2009 8 -true 2 2 2 20 2.2 20.2 2412 08/30/09 2 2009-08-30T10:52:13.600 2009 8 -true 2 2 2 20 2.2 20.2 242 01/25/09 2 2009-01-25T11:02:10.810 2009 1 -true 2 2 2 20 2.2 20.2 2422 08/31/09 2 2009-08-31T11:02:13.510 2009 8 -true 2 2 2 20 2.2 20.2 2432 09/01/09 2 2009-09-01T06:02:00.100 2009 9 -true 2 2 2 20 2.2 20.2 2442 09/02/09 2 2009-09-02T06:12:00.460 2009 9 -true 2 2 2 20 2.2 20.2 2452 09/03/09 2 2009-09-03T06:22:00.910 2009 9 -true 2 2 2 20 2.2 20.2 2462 09/04/09 2 2009-09-04T06:32:01.360 2009 9 -true 2 2 2 20 2.2 20.2 2472 09/05/09 2 2009-09-05T06:42:01.810 2009 9 -true 2 2 2 20 2.2 20.2 2482 09/06/09 2 2009-09-06T06:52:02.260 2009 9 -true 2 2 2 20 2.2 20.2 2492 09/07/09 2 2009-09-07T07:02:02.710 2009 9 -true 2 2 2 20 2.2 20.2 2502 09/08/09 2 2009-09-08T07:12:03.160 2009 9 -true 2 2 2 20 2.2 20.2 2512 09/09/09 2 2009-09-09T07:22:03.610 2009 9 -true 2 2 2 20 2.2 20.2 252 01/26/09 2 2009-01-26T11:12:11.260 2009 1 -true 2 2 2 20 2.2 20.2 2522 09/10/09 2 2009-09-10T07:32:04.600 2009 9 -true 2 2 2 20 2.2 20.2 2532 09/11/09 2 2009-09-11T07:42:04.510 2009 9 -true 2 2 2 20 2.2 20.2 2542 09/12/09 2 2009-09-12T07:52:04.960 2009 9 -true 2 2 2 20 2.2 20.2 2552 09/13/09 2 2009-09-13T08:02:05.410 2009 9 -true 2 2 2 20 2.2 20.2 2562 09/14/09 2 2009-09-14T08:12:05.860 2009 9 -true 2 2 2 20 2.2 20.2 2572 09/15/09 2 2009-09-15T08:22:06.310 2009 9 -true 2 2 2 20 2.2 20.2 2582 09/16/09 2 2009-09-16T08:32:06.760 2009 9 -true 2 2 2 20 2.2 20.2 2592 09/17/09 2 2009-09-17T08:42:07.210 2009 9 -true 2 2 2 20 2.2 20.2 2602 09/18/09 2 2009-09-18T08:52:07.660 2009 9 -true 2 2 2 20 2.2 20.2 2612 09/19/09 2 2009-09-19T09:02:08.110 2009 9 -true 2 2 2 20 2.2 20.2 262 01/27/09 2 2009-01-27T11:22:11.710 2009 1 -true 2 2 2 20 2.2 20.2 2622 09/20/09 2 2009-09-20T09:12:08.560 2009 9 -true 2 2 2 20 2.2 20.2 2632 09/21/09 2 2009-09-21T09:22:09.100 2009 9 -true 2 2 2 20 2.2 20.2 2642 09/22/09 2 2009-09-22T09:32:09.460 2009 9 -true 2 2 2 20 2.2 20.2 2652 09/23/09 2 2009-09-23T09:42:09.910 2009 9 -true 2 2 2 20 2.2 20.2 2662 09/24/09 2 2009-09-24T09:52:10.360 2009 9 -true 2 2 2 20 2.2 20.2 2672 09/25/09 2 2009-09-25T10:02:10.810 2009 9 -true 2 2 2 20 2.2 20.2 2682 09/26/09 2 2009-09-26T10:12:11.260 2009 9 -true 2 2 2 20 2.2 20.2 2692 09/27/09 2 2009-09-27T10:22:11.710 2009 9 -true 2 2 2 20 2.2 20.2 2702 09/28/09 2 2009-09-28T10:32:12.160 2009 9 -true 2 2 2 20 2.2 20.2 2712 09/29/09 2 2009-09-29T10:42:12.610 2009 9 -true 2 2 2 20 2.2 20.2 272 01/28/09 2 2009-01-28T11:32:12.160 2009 1 -true 2 2 2 20 2.2 20.2 2722 09/30/09 2 2009-09-30T10:52:13.600 2009 9 -true 2 2 2 20 2.2 20.2 2732 10/01/09 2 2009-10-01T06:02:00.100 2009 10 -true 2 2 2 20 2.2 20.2 2742 10/02/09 2 2009-10-02T06:12:00.460 2009 10 -true 2 2 2 20 2.2 20.2 2752 10/03/09 2 2009-10-03T06:22:00.910 2009 10 -true 2 2 2 20 2.2 20.2 2762 10/04/09 2 2009-10-04T06:32:01.360 2009 10 -true 2 2 2 20 2.2 20.2 2772 10/05/09 2 2009-10-05T06:42:01.810 2009 10 -true 2 2 2 20 2.2 20.2 2782 10/06/09 2 2009-10-06T06:52:02.260 2009 10 -true 2 2 2 20 2.2 20.2 2792 10/07/09 2 2009-10-07T07:02:02.710 2009 10 -true 2 2 2 20 2.2 20.2 2802 10/08/09 2 2009-10-08T07:12:03.160 2009 10 -true 2 2 2 20 2.2 20.2 2812 10/09/09 2 2009-10-09T07:22:03.610 2009 10 -true 2 2 2 20 2.2 20.2 282 01/29/09 2 2009-01-29T11:42:12.610 2009 1 -true 2 2 2 20 2.2 20.2 2822 10/10/09 2 2009-10-10T07:32:04.600 2009 10 -true 2 2 2 20 2.2 20.2 2832 10/11/09 2 2009-10-11T07:42:04.510 2009 10 -true 2 2 2 20 2.2 20.2 2842 10/12/09 2 2009-10-12T07:52:04.960 2009 10 -true 2 2 2 20 2.2 20.2 2852 10/13/09 2 2009-10-13T08:02:05.410 2009 10 -true 2 2 2 20 2.2 20.2 2862 10/14/09 2 2009-10-14T08:12:05.860 2009 10 -true 2 2 2 20 2.2 20.2 2872 10/15/09 2 2009-10-15T08:22:06.310 2009 10 -true 2 2 2 20 2.2 20.2 2882 10/16/09 2 2009-10-16T08:32:06.760 2009 10 -true 2 2 2 20 2.2 20.2 2892 10/17/09 2 2009-10-17T08:42:07.210 2009 10 -true 2 2 2 20 2.2 20.2 2902 10/18/09 2 2009-10-18T08:52:07.660 2009 10 -true 2 2 2 20 2.2 20.2 2912 10/19/09 2 2009-10-19T09:02:08.110 2009 10 -true 2 2 2 20 2.2 20.2 292 01/30/09 2 2009-01-30T11:52:13.600 2009 1 -true 2 2 2 20 2.2 20.2 2922 10/20/09 2 2009-10-20T09:12:08.560 2009 10 -true 2 2 2 20 2.2 20.2 2932 10/21/09 2 2009-10-21T09:22:09.100 2009 10 -true 2 2 2 20 2.2 20.2 2942 10/22/09 2 2009-10-22T09:32:09.460 2009 10 -true 2 2 2 20 2.2 20.2 2952 10/23/09 2 2009-10-23T09:42:09.910 2009 10 -true 2 2 2 20 2.2 20.2 2962 10/24/09 2 2009-10-24T09:52:10.360 2009 10 -true 2 2 2 20 2.2 20.2 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2010-03-29T09:42:12.610 2010 3 -true 2 2 2 20 2.2 20.2 4532 03/30/10 2 2010-03-30T09:52:13.600 2010 3 -true 2 2 2 20 2.2 20.2 4542 03/31/10 2 2010-03-31T10:02:13.510 2010 3 -true 2 2 2 20 2.2 20.2 4552 04/01/10 2 2010-04-01T06:02:00.100 2010 4 -true 2 2 2 20 2.2 20.2 4562 04/02/10 2 2010-04-02T06:12:00.460 2010 4 -true 2 2 2 20 2.2 20.2 4572 04/03/10 2 2010-04-03T06:22:00.910 2010 4 -true 2 2 2 20 2.2 20.2 4582 04/04/10 2 2010-04-04T06:32:01.360 2010 4 -true 2 2 2 20 2.2 20.2 4592 04/05/10 2 2010-04-05T06:42:01.810 2010 4 -true 2 2 2 20 2.2 20.2 4602 04/06/10 2 2010-04-06T06:52:02.260 2010 4 -true 2 2 2 20 2.2 20.2 4612 04/07/10 2 2010-04-07T07:02:02.710 2010 4 -true 2 2 2 20 2.2 20.2 4622 04/08/10 2 2010-04-08T07:12:03.160 2010 4 -true 2 2 2 20 2.2 20.2 4632 04/09/10 2 2010-04-09T07:22:03.610 2010 4 -true 2 2 2 20 2.2 20.2 4642 04/10/10 2 2010-04-10T07:32:04.600 2010 4 -true 2 2 2 20 2.2 20.2 4652 04/11/10 2 2010-04-11T07:42:04.510 2010 4 -true 2 2 2 20 2.2 20.2 4662 04/12/10 2 2010-04-12T07:52:04.960 2010 4 -true 2 2 2 20 2.2 20.2 4672 04/13/10 2 2010-04-13T08:02:05.410 2010 4 -true 2 2 2 20 2.2 20.2 4682 04/14/10 2 2010-04-14T08:12:05.860 2010 4 -true 2 2 2 20 2.2 20.2 4692 04/15/10 2 2010-04-15T08:22:06.310 2010 4 -true 2 2 2 20 2.2 20.2 4702 04/16/10 2 2010-04-16T08:32:06.760 2010 4 -true 2 2 2 20 2.2 20.2 4712 04/17/10 2 2010-04-17T08:42:07.210 2010 4 -true 2 2 2 20 2.2 20.2 4722 04/18/10 2 2010-04-18T08:52:07.660 2010 4 -true 2 2 2 20 2.2 20.2 4732 04/19/10 2 2010-04-19T09:02:08.110 2010 4 -true 2 2 2 20 2.2 20.2 4742 04/20/10 2 2010-04-20T09:12:08.560 2010 4 -true 2 2 2 20 2.2 20.2 4752 04/21/10 2 2010-04-21T09:22:09.100 2010 4 -true 2 2 2 20 2.2 20.2 4762 04/22/10 2 2010-04-22T09:32:09.460 2010 4 -true 2 2 2 20 2.2 20.2 4772 04/23/10 2 2010-04-23T09:42:09.910 2010 4 -true 2 2 2 20 2.2 20.2 4782 04/24/10 2 2010-04-24T09:52:10.360 2010 4 -true 2 2 2 20 2.2 20.2 4792 04/25/10 2 2010-04-25T10:02:10.810 2010 4 -true 2 2 2 20 2.2 20.2 4802 04/26/10 2 2010-04-26T10:12:11.260 2010 4 -true 2 2 2 20 2.2 20.2 4812 04/27/10 2 2010-04-27T10:22:11.710 2010 4 -true 2 2 2 20 2.2 20.2 4822 04/28/10 2 2010-04-28T10:32:12.160 2010 4 -true 2 2 2 20 2.2 20.2 4832 04/29/10 2 2010-04-29T10:42:12.610 2010 4 -true 2 2 2 20 2.2 20.2 4842 04/30/10 2 2010-04-30T10:52:13.600 2010 4 -true 2 2 2 20 2.2 20.2 4852 05/01/10 2 2010-05-01T06:02:00.100 2010 5 -true 2 2 2 20 2.2 20.2 4862 05/02/10 2 2010-05-02T06:12:00.460 2010 5 -true 2 2 2 20 2.2 20.2 4872 05/03/10 2 2010-05-03T06:22:00.910 2010 5 -true 2 2 2 20 2.2 20.2 4882 05/04/10 2 2010-05-04T06:32:01.360 2010 5 -true 2 2 2 20 2.2 20.2 4892 05/05/10 2 2010-05-05T06:42:01.810 2010 5 -true 2 2 2 20 2.2 20.2 4902 05/06/10 2 2010-05-06T06:52:02.260 2010 5 -true 2 2 2 20 2.2 20.2 4912 05/07/10 2 2010-05-07T07:02:02.710 2010 5 -true 2 2 2 20 2.2 20.2 4922 05/08/10 2 2010-05-08T07:12:03.160 2010 5 -true 2 2 2 20 2.2 20.2 4932 05/09/10 2 2010-05-09T07:22:03.610 2010 5 -true 2 2 2 20 2.2 20.2 4942 05/10/10 2 2010-05-10T07:32:04.600 2010 5 -true 2 2 2 20 2.2 20.2 4952 05/11/10 2 2010-05-11T07:42:04.510 2010 5 -true 2 2 2 20 2.2 20.2 4962 05/12/10 2 2010-05-12T07:52:04.960 2010 5 -true 2 2 2 20 2.2 20.2 4972 05/13/10 2 2010-05-13T08:02:05.410 2010 5 -true 2 2 2 20 2.2 20.2 4982 05/14/10 2 2010-05-14T08:12:05.860 2010 5 -true 2 2 2 20 2.2 20.2 4992 05/15/10 2 2010-05-15T08:22:06.310 2010 5 -true 2 2 2 20 2.2 20.2 5002 05/16/10 2 2010-05-16T08:32:06.760 2010 5 -true 2 2 2 20 2.2 20.2 5012 05/17/10 2 2010-05-17T08:42:07.210 2010 5 -true 2 2 2 20 2.2 20.2 5022 05/18/10 2 2010-05-18T08:52:07.660 2010 5 -true 2 2 2 20 2.2 20.2 5032 05/19/10 2 2010-05-19T09:02:08.110 2010 5 -true 2 2 2 20 2.2 20.2 5042 05/20/10 2 2010-05-20T09:12:08.560 2010 5 -true 2 2 2 20 2.2 20.2 5052 05/21/10 2 2010-05-21T09:22:09.100 2010 5 -true 2 2 2 20 2.2 20.2 5062 05/22/10 2 2010-05-22T09:32:09.460 2010 5 -true 2 2 2 20 2.2 20.2 5072 05/23/10 2 2010-05-23T09:42:09.910 2010 5 -true 2 2 2 20 2.2 20.2 5082 05/24/10 2 2010-05-24T09:52:10.360 2010 5 -true 2 2 2 20 2.2 20.2 5092 05/25/10 2 2010-05-25T10:02:10.810 2010 5 -true 2 2 2 20 2.2 20.2 5102 05/26/10 2 2010-05-26T10:12:11.260 2010 5 -true 2 2 2 20 2.2 20.2 5112 05/27/10 2 2010-05-27T10:22:11.710 2010 5 -true 2 2 2 20 2.2 20.2 5122 05/28/10 2 2010-05-28T10:32:12.160 2010 5 -true 2 2 2 20 2.2 20.2 5132 05/29/10 2 2010-05-29T10:42:12.610 2010 5 -true 2 2 2 20 2.2 20.2 5142 05/30/10 2 2010-05-30T10:52:13.600 2010 5 -true 2 2 2 20 2.2 20.2 5152 05/31/10 2 2010-05-31T11:02:13.510 2010 5 -true 2 2 2 20 2.2 20.2 5162 06/01/10 2 2010-06-01T06:02:00.100 2010 6 -true 2 2 2 20 2.2 20.2 5172 06/02/10 2 2010-06-02T06:12:00.460 2010 6 -true 2 2 2 20 2.2 20.2 5182 06/03/10 2 2010-06-03T06:22:00.910 2010 6 -true 2 2 2 20 2.2 20.2 5192 06/04/10 2 2010-06-04T06:32:01.360 2010 6 -true 2 2 2 20 2.2 20.2 5202 06/05/10 2 2010-06-05T06:42:01.810 2010 6 -true 2 2 2 20 2.2 20.2 5212 06/06/10 2 2010-06-06T06:52:02.260 2010 6 -true 2 2 2 20 2.2 20.2 5222 06/07/10 2 2010-06-07T07:02:02.710 2010 6 -true 2 2 2 20 2.2 20.2 5232 06/08/10 2 2010-06-08T07:12:03.160 2010 6 -true 2 2 2 20 2.2 20.2 5242 06/09/10 2 2010-06-09T07:22:03.610 2010 6 -true 2 2 2 20 2.2 20.2 5252 06/10/10 2 2010-06-10T07:32:04.600 2010 6 -true 2 2 2 20 2.2 20.2 5262 06/11/10 2 2010-06-11T07:42:04.510 2010 6 -true 2 2 2 20 2.2 20.2 5272 06/12/10 2 2010-06-12T07:52:04.960 2010 6 -true 2 2 2 20 2.2 20.2 5282 06/13/10 2 2010-06-13T08:02:05.410 2010 6 -true 2 2 2 20 2.2 20.2 5292 06/14/10 2 2010-06-14T08:12:05.860 2010 6 -true 2 2 2 20 2.2 20.2 5302 06/15/10 2 2010-06-15T08:22:06.310 2010 6 -true 2 2 2 20 2.2 20.2 5312 06/16/10 2 2010-06-16T08:32:06.760 2010 6 -true 2 2 2 20 2.2 20.2 5322 06/17/10 2 2010-06-17T08:42:07.210 2010 6 -true 2 2 2 20 2.2 20.2 5332 06/18/10 2 2010-06-18T08:52:07.660 2010 6 -true 2 2 2 20 2.2 20.2 5342 06/19/10 2 2010-06-19T09:02:08.110 2010 6 -true 2 2 2 20 2.2 20.2 5352 06/20/10 2 2010-06-20T09:12:08.560 2010 6 -true 2 2 2 20 2.2 20.2 5362 06/21/10 2 2010-06-21T09:22:09.100 2010 6 -true 2 2 2 20 2.2 20.2 5372 06/22/10 2 2010-06-22T09:32:09.460 2010 6 -true 2 2 2 20 2.2 20.2 5382 06/23/10 2 2010-06-23T09:42:09.910 2010 6 -true 2 2 2 20 2.2 20.2 5392 06/24/10 2 2010-06-24T09:52:10.360 2010 6 -true 2 2 2 20 2.2 20.2 5402 06/25/10 2 2010-06-25T10:02:10.810 2010 6 -true 2 2 2 20 2.2 20.2 5412 06/26/10 2 2010-06-26T10:12:11.260 2010 6 -true 2 2 2 20 2.2 20.2 5422 06/27/10 2 2010-06-27T10:22:11.710 2010 6 -true 2 2 2 20 2.2 20.2 5432 06/28/10 2 2010-06-28T10:32:12.160 2010 6 -true 2 2 2 20 2.2 20.2 5442 06/29/10 2 2010-06-29T10:42:12.610 2010 6 -true 2 2 2 20 2.2 20.2 5452 06/30/10 2 2010-06-30T10:52:13.600 2010 6 -true 2 2 2 20 2.2 20.2 5462 07/01/10 2 2010-07-01T06:02:00.100 2010 7 -true 2 2 2 20 2.2 20.2 5472 07/02/10 2 2010-07-02T06:12:00.460 2010 7 -true 2 2 2 20 2.2 20.2 5482 07/03/10 2 2010-07-03T06:22:00.910 2010 7 -true 2 2 2 20 2.2 20.2 5492 07/04/10 2 2010-07-04T06:32:01.360 2010 7 -true 2 2 2 20 2.2 20.2 5502 07/05/10 2 2010-07-05T06:42:01.810 2010 7 -true 2 2 2 20 2.2 20.2 5512 07/06/10 2 2010-07-06T06:52:02.260 2010 7 -true 2 2 2 20 2.2 20.2 5522 07/07/10 2 2010-07-07T07:02:02.710 2010 7 -true 2 2 2 20 2.2 20.2 5532 07/08/10 2 2010-07-08T07:12:03.160 2010 7 -true 2 2 2 20 2.2 20.2 5542 07/09/10 2 2010-07-09T07:22:03.610 2010 7 -true 2 2 2 20 2.2 20.2 5552 07/10/10 2 2010-07-10T07:32:04.600 2010 7 -true 2 2 2 20 2.2 20.2 5562 07/11/10 2 2010-07-11T07:42:04.510 2010 7 -true 2 2 2 20 2.2 20.2 5572 07/12/10 2 2010-07-12T07:52:04.960 2010 7 -true 2 2 2 20 2.2 20.2 5582 07/13/10 2 2010-07-13T08:02:05.410 2010 7 -true 2 2 2 20 2.2 20.2 5592 07/14/10 2 2010-07-14T08:12:05.860 2010 7 -true 2 2 2 20 2.2 20.2 5602 07/15/10 2 2010-07-15T08:22:06.310 2010 7 -true 2 2 2 20 2.2 20.2 5612 07/16/10 2 2010-07-16T08:32:06.760 2010 7 -true 2 2 2 20 2.2 20.2 5622 07/17/10 2 2010-07-17T08:42:07.210 2010 7 -true 2 2 2 20 2.2 20.2 5632 07/18/10 2 2010-07-18T08:52:07.660 2010 7 -true 2 2 2 20 2.2 20.2 5642 07/19/10 2 2010-07-19T09:02:08.110 2010 7 -true 2 2 2 20 2.2 20.2 5652 07/20/10 2 2010-07-20T09:12:08.560 2010 7 -true 2 2 2 20 2.2 20.2 5662 07/21/10 2 2010-07-21T09:22:09.100 2010 7 -true 2 2 2 20 2.2 20.2 5672 07/22/10 2 2010-07-22T09:32:09.460 2010 7 -true 2 2 2 20 2.2 20.2 5682 07/23/10 2 2010-07-23T09:42:09.910 2010 7 -true 2 2 2 20 2.2 20.2 5692 07/24/10 2 2010-07-24T09:52:10.360 2010 7 -true 2 2 2 20 2.2 20.2 5702 07/25/10 2 2010-07-25T10:02:10.810 2010 7 -true 2 2 2 20 2.2 20.2 5712 07/26/10 2 2010-07-26T10:12:11.260 2010 7 -true 2 2 2 20 2.2 20.2 5722 07/27/10 2 2010-07-27T10:22:11.710 2010 7 -true 2 2 2 20 2.2 20.2 5732 07/28/10 2 2010-07-28T10:32:12.160 2010 7 -true 2 2 2 20 2.2 20.2 5742 07/29/10 2 2010-07-29T10:42:12.610 2010 7 -true 2 2 2 20 2.2 20.2 5752 07/30/10 2 2010-07-30T10:52:13.600 2010 7 -true 2 2 2 20 2.2 20.2 5762 07/31/10 2 2010-07-31T11:02:13.510 2010 7 -true 2 2 2 20 2.2 20.2 5772 08/01/10 2 2010-08-01T06:02:00.100 2010 8 -true 2 2 2 20 2.2 20.2 5782 08/02/10 2 2010-08-02T06:12:00.460 2010 8 -true 2 2 2 20 2.2 20.2 5792 08/03/10 2 2010-08-03T06:22:00.910 2010 8 -true 2 2 2 20 2.2 20.2 5802 08/04/10 2 2010-08-04T06:32:01.360 2010 8 -true 2 2 2 20 2.2 20.2 5812 08/05/10 2 2010-08-05T06:42:01.810 2010 8 -true 2 2 2 20 2.2 20.2 5822 08/06/10 2 2010-08-06T06:52:02.260 2010 8 -true 2 2 2 20 2.2 20.2 5832 08/07/10 2 2010-08-07T07:02:02.710 2010 8 -true 2 2 2 20 2.2 20.2 5842 08/08/10 2 2010-08-08T07:12:03.160 2010 8 -true 2 2 2 20 2.2 20.2 5852 08/09/10 2 2010-08-09T07:22:03.610 2010 8 -true 2 2 2 20 2.2 20.2 5862 08/10/10 2 2010-08-10T07:32:04.600 2010 8 -true 2 2 2 20 2.2 20.2 5872 08/11/10 2 2010-08-11T07:42:04.510 2010 8 -true 2 2 2 20 2.2 20.2 5882 08/12/10 2 2010-08-12T07:52:04.960 2010 8 -true 2 2 2 20 2.2 20.2 5892 08/13/10 2 2010-08-13T08:02:05.410 2010 8 -true 2 2 2 20 2.2 20.2 5902 08/14/10 2 2010-08-14T08:12:05.860 2010 8 -true 2 2 2 20 2.2 20.2 5912 08/15/10 2 2010-08-15T08:22:06.310 2010 8 -true 2 2 2 20 2.2 20.2 5922 08/16/10 2 2010-08-16T08:32:06.760 2010 8 -true 2 2 2 20 2.2 20.2 5932 08/17/10 2 2010-08-17T08:42:07.210 2010 8 -true 2 2 2 20 2.2 20.2 5942 08/18/10 2 2010-08-18T08:52:07.660 2010 8 -true 2 2 2 20 2.2 20.2 5952 08/19/10 2 2010-08-19T09:02:08.110 2010 8 -true 2 2 2 20 2.2 20.2 5962 08/20/10 2 2010-08-20T09:12:08.560 2010 8 -true 2 2 2 20 2.2 20.2 5972 08/21/10 2 2010-08-21T09:22:09.100 2010 8 -true 2 2 2 20 2.2 20.2 5982 08/22/10 2 2010-08-22T09:32:09.460 2010 8 -true 2 2 2 20 2.2 20.2 5992 08/23/10 2 2010-08-23T09:42:09.910 2010 8 -true 2 2 2 20 2.2 20.2 6002 08/24/10 2 2010-08-24T09:52:10.360 2010 8 -true 2 2 2 20 2.2 20.2 6012 08/25/10 2 2010-08-25T10:02:10.810 2010 8 -true 2 2 2 20 2.2 20.2 6022 08/26/10 2 2010-08-26T10:12:11.260 2010 8 -true 2 2 2 20 2.2 20.2 6032 08/27/10 2 2010-08-27T10:22:11.710 2010 8 -true 2 2 2 20 2.2 20.2 6042 08/28/10 2 2010-08-28T10:32:12.160 2010 8 -true 2 2 2 20 2.2 20.2 6052 08/29/10 2 2010-08-29T10:42:12.610 2010 8 -true 2 2 2 20 2.2 20.2 6062 08/30/10 2 2010-08-30T10:52:13.600 2010 8 -true 2 2 2 20 2.2 20.2 6072 08/31/10 2 2010-08-31T11:02:13.510 2010 8 -true 2 2 2 20 2.2 20.2 6082 09/01/10 2 2010-09-01T06:02:00.100 2010 9 -true 2 2 2 20 2.2 20.2 6092 09/02/10 2 2010-09-02T06:12:00.460 2010 9 -true 2 2 2 20 2.2 20.2 6102 09/03/10 2 2010-09-03T06:22:00.910 2010 9 -true 2 2 2 20 2.2 20.2 6112 09/04/10 2 2010-09-04T06:32:01.360 2010 9 -true 2 2 2 20 2.2 20.2 6122 09/05/10 2 2010-09-05T06:42:01.810 2010 9 -true 2 2 2 20 2.2 20.2 6132 09/06/10 2 2010-09-06T06:52:02.260 2010 9 -true 2 2 2 20 2.2 20.2 6142 09/07/10 2 2010-09-07T07:02:02.710 2010 9 -true 2 2 2 20 2.2 20.2 6152 09/08/10 2 2010-09-08T07:12:03.160 2010 9 -true 2 2 2 20 2.2 20.2 6162 09/09/10 2 2010-09-09T07:22:03.610 2010 9 -true 2 2 2 20 2.2 20.2 6172 09/10/10 2 2010-09-10T07:32:04.600 2010 9 -true 2 2 2 20 2.2 20.2 6182 09/11/10 2 2010-09-11T07:42:04.510 2010 9 -true 2 2 2 20 2.2 20.2 6192 09/12/10 2 2010-09-12T07:52:04.960 2010 9 -true 2 2 2 20 2.2 20.2 6202 09/13/10 2 2010-09-13T08:02:05.410 2010 9 -true 2 2 2 20 2.2 20.2 6212 09/14/10 2 2010-09-14T08:12:05.860 2010 9 -true 2 2 2 20 2.2 20.2 6222 09/15/10 2 2010-09-15T08:22:06.310 2010 9 -true 2 2 2 20 2.2 20.2 6232 09/16/10 2 2010-09-16T08:32:06.760 2010 9 -true 2 2 2 20 2.2 20.2 6242 09/17/10 2 2010-09-17T08:42:07.210 2010 9 -true 2 2 2 20 2.2 20.2 6252 09/18/10 2 2010-09-18T08:52:07.660 2010 9 -true 2 2 2 20 2.2 20.2 6262 09/19/10 2 2010-09-19T09:02:08.110 2010 9 -true 2 2 2 20 2.2 20.2 6272 09/20/10 2 2010-09-20T09:12:08.560 2010 9 -true 2 2 2 20 2.2 20.2 6282 09/21/10 2 2010-09-21T09:22:09.100 2010 9 -true 2 2 2 20 2.2 20.2 6292 09/22/10 2 2010-09-22T09:32:09.460 2010 9 -true 2 2 2 20 2.2 20.2 6302 09/23/10 2 2010-09-23T09:42:09.910 2010 9 -true 2 2 2 20 2.2 20.2 6312 09/24/10 2 2010-09-24T09:52:10.360 2010 9 -true 2 2 2 20 2.2 20.2 6322 09/25/10 2 2010-09-25T10:02:10.810 2010 9 -true 2 2 2 20 2.2 20.2 6332 09/26/10 2 2010-09-26T10:12:11.260 2010 9 -true 2 2 2 20 2.2 20.2 6342 09/27/10 2 2010-09-27T10:22:11.710 2010 9 -true 2 2 2 20 2.2 20.2 6352 09/28/10 2 2010-09-28T10:32:12.160 2010 9 -true 2 2 2 20 2.2 20.2 6362 09/29/10 2 2010-09-29T10:42:12.610 2010 9 -true 2 2 2 20 2.2 20.2 6372 09/30/10 2 2010-09-30T10:52:13.600 2010 9 -true 2 2 2 20 2.2 20.2 6382 10/01/10 2 2010-10-01T06:02:00.100 2010 10 -true 2 2 2 20 2.2 20.2 6392 10/02/10 2 2010-10-02T06:12:00.460 2010 10 -true 2 2 2 20 2.2 20.2 6402 10/03/10 2 2010-10-03T06:22:00.910 2010 10 -true 2 2 2 20 2.2 20.2 6412 10/04/10 2 2010-10-04T06:32:01.360 2010 10 -true 2 2 2 20 2.2 20.2 6422 10/05/10 2 2010-10-05T06:42:01.810 2010 10 -true 2 2 2 20 2.2 20.2 6432 10/06/10 2 2010-10-06T06:52:02.260 2010 10 -true 2 2 2 20 2.2 20.2 6442 10/07/10 2 2010-10-07T07:02:02.710 2010 10 -true 2 2 2 20 2.2 20.2 6452 10/08/10 2 2010-10-08T07:12:03.160 2010 10 -true 2 2 2 20 2.2 20.2 6462 10/09/10 2 2010-10-09T07:22:03.610 2010 10 -true 2 2 2 20 2.2 20.2 6472 10/10/10 2 2010-10-10T07:32:04.600 2010 10 -true 2 2 2 20 2.2 20.2 6482 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20.2 6622 10/25/10 2 2010-10-25T10:02:10.810 2010 10 -true 2 2 2 20 2.2 20.2 6632 10/26/10 2 2010-10-26T10:12:11.260 2010 10 -true 2 2 2 20 2.2 20.2 6642 10/27/10 2 2010-10-27T10:22:11.710 2010 10 -true 2 2 2 20 2.2 20.2 6652 10/28/10 2 2010-10-28T10:32:12.160 2010 10 -true 2 2 2 20 2.2 20.2 6662 10/29/10 2 2010-10-29T10:42:12.610 2010 10 -true 2 2 2 20 2.2 20.2 6672 10/30/10 2 2010-10-30T10:52:13.600 2010 10 -true 2 2 2 20 2.2 20.2 6682 10/31/10 2 2010-10-31T12:02:13.510 2010 10 -true 2 2 2 20 2.2 20.2 6692 11/01/10 2 2010-11-01T07:02:00.100 2010 11 -true 2 2 2 20 2.2 20.2 6702 11/02/10 2 2010-11-02T07:12:00.460 2010 11 -true 2 2 2 20 2.2 20.2 6712 11/03/10 2 2010-11-03T07:22:00.910 2010 11 -true 2 2 2 20 2.2 20.2 6722 11/04/10 2 2010-11-04T07:32:01.360 2010 11 -true 2 2 2 20 2.2 20.2 6732 11/05/10 2 2010-11-05T07:42:01.810 2010 11 -true 2 2 2 20 2.2 20.2 6742 11/06/10 2 2010-11-06T07:52:02.260 2010 11 -true 2 2 2 20 2.2 20.2 6752 11/07/10 2 2010-11-07T08:02:02.710 2010 11 -true 2 2 2 20 2.2 20.2 6762 11/08/10 2 2010-11-08T08:12:03.160 2010 11 -true 2 2 2 20 2.2 20.2 6772 11/09/10 2 2010-11-09T08:22:03.610 2010 11 -true 2 2 2 20 2.2 20.2 6782 11/10/10 2 2010-11-10T08:32:04.600 2010 11 -true 2 2 2 20 2.2 20.2 6792 11/11/10 2 2010-11-11T08:42:04.510 2010 11 -true 2 2 2 20 2.2 20.2 6802 11/12/10 2 2010-11-12T08:52:04.960 2010 11 -true 2 2 2 20 2.2 20.2 6812 11/13/10 2 2010-11-13T09:02:05.410 2010 11 -true 2 2 2 20 2.2 20.2 6822 11/14/10 2 2010-11-14T09:12:05.860 2010 11 -true 2 2 2 20 2.2 20.2 6832 11/15/10 2 2010-11-15T09:22:06.310 2010 11 -true 2 2 2 20 2.2 20.2 6842 11/16/10 2 2010-11-16T09:32:06.760 2010 11 -true 2 2 2 20 2.2 20.2 6852 11/17/10 2 2010-11-17T09:42:07.210 2010 11 -true 2 2 2 20 2.2 20.2 6862 11/18/10 2 2010-11-18T09:52:07.660 2010 11 -true 2 2 2 20 2.2 20.2 6872 11/19/10 2 2010-11-19T10:02:08.110 2010 11 -true 2 2 2 20 2.2 20.2 6882 11/20/10 2 2010-11-20T10:12:08.560 2010 11 -true 2 2 2 20 2.2 20.2 6892 11/21/10 2 2010-11-21T10:22:09.100 2010 11 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+true 0 0 0 0 0.0 0 6000 08/24/10 0 2010-08-24T01:50:10.350 2010 8 +true 0 0 0 0 0.0 0 6010 08/25/10 0 2010-08-25T02:00:10.800 2010 8 +true 0 0 0 0 0.0 0 6020 08/26/10 0 2010-08-26T02:10:11.250 2010 8 +true 0 0 0 0 0.0 0 6030 08/27/10 0 2010-08-27T02:20:11.700 2010 8 +true 0 0 0 0 0.0 0 6040 08/28/10 0 2010-08-28T02:30:12.150 2010 8 +true 0 0 0 0 0.0 0 6050 08/29/10 0 2010-08-29T02:40:12.600 2010 8 +true 0 0 0 0 0.0 0 6060 08/30/10 0 2010-08-30T02:50:13.500 2010 8 +true 0 0 0 0 0.0 0 6070 08/31/10 0 2010-08-31T03:00:13.500 2010 8 -- !q33 -- \N 1 diff --git a/regression-test/data/external_table_p0/hive/test_hive_schema_evolution.out b/regression-test/data/external_table_p0/hive/test_hive_schema_evolution.out index dbea5056998664..8c199f46c2a825 100644 --- a/regression-test/data/external_table_p0/hive/test_hive_schema_evolution.out +++ b/regression-test/data/external_table_p0/hive/test_hive_schema_evolution.out @@ -13,15 +13,15 @@ -- !q01 -- 1 kaka \N -2 messi 2023-01-01T21:01:03 +2 messi 2023-01-01T13:01:03 -- !q02 -- 1 kaka \N -2 messi 2023-01-01T21:01:03 +2 messi 2023-01-01T13:01:03 -- !q03 -- \N -2023-01-01T21:01:03 +2023-01-01T13:01:03 -- !q01 -- 1 kaka \N @@ -49,15 +49,15 @@ -- !q01 -- 1 kaka \N -2 messi 2023-01-01T21:01:03 +2 messi 2023-01-01T13:01:03 -- !q02 -- 1 kaka \N -2 messi 2023-01-01T21:01:03 +2 messi 2023-01-01T13:01:03 -- !q03 -- \N -2023-01-01T21:01:03 +2023-01-01T13:01:03 -- !q01 -- 1 kaka \N diff --git a/regression-test/data/external_table_p0/hive/write/test_hive_text_write_insert.out b/regression-test/data/external_table_p0/hive/write/test_hive_text_write_insert.out index 61f907dbc31f02..683198d8c6def2 100644 --- a/regression-test/data/external_table_p0/hive/write/test_hive_text_write_insert.out +++ b/regression-test/data/external_table_p0/hive/write/test_hive_text_write_insert.out @@ -22,28 +22,28 @@ false -7 -15 16 -9223372036854775808 -123.45 -123456.789 123456789 -1234.5678 -1 \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 -- !q01 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q03 -- \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q04 -- \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N @@ -104,28 +104,28 @@ false -7 -15 16 -9223372036854775808 -123.45 -123456.789 123456789 -1234.5678 -1 \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 -- !q01 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q03 -- \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q04 -- \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N @@ -186,28 +186,28 @@ false -7 -15 16 -9223372036854775808 -123.45 -123456.789 123456789 -1234.5678 -1 \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 -- !q01 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q03 -- \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q04 -- \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N @@ -268,28 +268,28 @@ false -7 -15 16 -9223372036854775808 -123.45 -123456.789 123456789 -1234.5678 -1 \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 -- !q01 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q03 -- \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q04 -- \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N @@ -350,28 +350,28 @@ false -7 -15 16 -9223372036854775808 -123.45 -123456.789 123456789 -1234.5678 -1 \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 -- !q01 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q03 -- \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q04 -- \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N diff --git a/regression-test/data/external_table_p0/hive/write/test_hive_write_insert.out b/regression-test/data/external_table_p0/hive/write/test_hive_write_insert.out index 932b62b5034b94..a3a86535c1bcaf 100644 --- a/regression-test/data/external_table_p0/hive/write/test_hive_write_insert.out +++ b/regression-test/data/external_table_p0/hive/write/test_hive_write_insert.out @@ -1,110 +1,106 @@ -- This file is automatically generated. You should know what you did if you want to edit this -- !q01 -- -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123457 2024-03-20T04:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123457 2024-03-21T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123457 2024-03-22T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123457 2024-03-21T04:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123457 2024-03-22T04:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123457 2024-03-20T04:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123457 2024-03-20T04:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q03 -- \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123457 2024-03-21T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123457 2024-03-22T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123457 2024-03-21T04:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123457 2024-03-22T04:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123457 2024-03-20T04:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123457 2024-03-20T04:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q04 -- -false -7 -15 16 -9223372036854775808 -123.45 -123456.789 123456789 -1234.5678 -123456.789012 -123456789.012345678901 str binary_value 2024-03-25 2024-03-25T12:00 2024-03-25T12:00:00.123457 2024-03-25T12:00:00.123457 char_value11111 char_value22222 char_value33333 varchar_value11111 varchar_value22222 varchar_value33333 {"key7":"value1"} {"key7":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {5.3456:2.3456} {5.34567890:2.34567890} {2.34567890:2.34567890} {7.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [9.4567, 4.5678] [6.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240325 +false -7 -15 16 -9223372036854775808 -123.45 -123456.789 123456789 -1234.5678 -123456.789012 -123456789.012345678901 str binary_value 2024-03-25 2024-03-25T04:00 2024-03-25T04:00:00.123457 2024-03-25T04:00:00.123457 char_value11111 char_value22222 char_value33333 varchar_value11111 varchar_value22222 varchar_value33333 {"key7":"value1"} {"key7":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {5.3456:2.3456} {5.34567890:2.34567890} {2.34567890:2.34567890} {7.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [9.4567, 4.5678] [6.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240325 -- !q05 -- \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 --- !q06 -- - -- !q01 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-20T20:00 2024-03-20T20:00:00.123456 2024-03-20T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-21T20:00 2024-03-21T20:00:00.123456 2024-03-21T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-19T20:00 2024-03-19T20:00:00.123456 2024-03-19T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-20T20:00 2024-03-20T20:00:00.123456 2024-03-20T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-20T20:00 2024-03-20T20:00:00.123456 2024-03-20T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-21T20:00 2024-03-21T20:00:00.123456 2024-03-21T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-21T20:00 2024-03-21T20:00:00.123456 2024-03-21T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-19T20:00 2024-03-19T20:00:00.123456 2024-03-19T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-19T20:00 2024-03-19T20:00:00.123456 2024-03-19T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q03 -- \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-20T20:00 2024-03-20T20:00:00.123456 2024-03-20T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-20T20:00 2024-03-20T20:00:00.123456 2024-03-20T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-21T20:00 2024-03-21T20:00:00.123456 2024-03-21T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-21T20:00 2024-03-21T20:00:00.123456 2024-03-21T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-19T20:00 2024-03-19T20:00:00.123456 2024-03-19T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-19T20:00 2024-03-19T20:00:00.123456 2024-03-19T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q04 -- \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N --- !q05 -- - -- !q01 -- -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123457 2024-03-20T04:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123457 2024-03-21T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123457 2024-03-22T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123457 2024-03-21T04:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123457 2024-03-22T04:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123457 2024-03-20T04:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123457 2024-03-20T04:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q03 -- \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123457 2024-03-21T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123457 2024-03-22T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123457 2024-03-21T04:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123457 2024-03-22T04:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123457 2024-03-20T04:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123457 2024-03-20T04:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q04 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123457 2024-03-22T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -7 -15 16 -9223372036854775808 -123.45 -123456.789 123456789 -1234.5678 -123456.789012 -123456789.012345678901 str binary_value 2024-03-25 2024-03-25T12:00 2024-03-25T12:00:00.123457 2024-03-25T12:00:00.123457 char_value11111 char_value22222 char_value33333 varchar_value11111 varchar_value22222 varchar_value33333 {"key7":"value1"} {"key7":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {5.3456:2.3456} {5.34567890:2.34567890} {2.34567890:2.34567890} {7.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [9.4567, 4.5678] [6.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240321 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123457 2024-03-22T04:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +false -7 -15 16 -9223372036854775808 -123.45 -123456.789 123456789 -1234.5678 -123456.789012 -123456789.012345678901 str binary_value 2024-03-25 2024-03-25T04:00 2024-03-25T04:00:00.123457 2024-03-25T04:00:00.123457 char_value11111 char_value22222 char_value33333 varchar_value11111 varchar_value22222 varchar_value33333 {"key7":"value1"} {"key7":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {5.3456:2.3456} {5.34567890:2.34567890} {2.34567890:2.34567890} {7.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [9.4567, 4.5678] [6.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240321 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123457 2024-03-20T04:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123457 2024-03-20T04:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q05 -- \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123457 2024-03-22T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123457 2024-03-22T04:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123457 2024-03-20T04:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123457 2024-03-20T04:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-20T20:00 2024-03-20T20:00:00.123456 2024-03-20T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-21T20:00 2024-03-21T20:00:00.123456 2024-03-21T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-19T20:00 2024-03-19T20:00:00.123456 2024-03-19T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-20T20:00 2024-03-20T20:00:00.123456 2024-03-20T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-20T20:00 2024-03-20T20:00:00.123456 2024-03-20T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-21T20:00 2024-03-21T20:00:00.123456 2024-03-21T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-21T20:00 2024-03-21T20:00:00.123456 2024-03-21T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-19T20:00 2024-03-19T20:00:00.123456 2024-03-19T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-19T20:00 2024-03-19T20:00:00.123456 2024-03-19T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q03 -- \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240322 \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240320 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-20T20:00 2024-03-20T20:00:00.123456 2024-03-20T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-20T20:00 2024-03-20T20:00:00.123456 2024-03-20T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-21T20:00 2024-03-21T20:00:00.123456 2024-03-21T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-21T20:00 2024-03-21T20:00:00.123456 2024-03-21T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-19T20:00 2024-03-19T20:00:00.123456 2024-03-19T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-19T20:00 2024-03-19T20:00:00.123456 2024-03-19T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q04 -- \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 @@ -133,39 +129,35 @@ false -7 -15 16 -9223372036854775808 -123.45 -123456.789 123456789 -1234.5678 -1 -- !q05 -- \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 --- !q06 -- - -- !q01 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q03 -- \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q04 -- \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N --- !q05 -- - -- !q01 -- true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 @@ -195,254 +187,31 @@ true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5 true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q03 -- \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240322 \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240320 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q04 -- \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240322 \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240320 --- !q01 -- -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q02 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123457 2024-03-21T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123457 2024-03-22T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q03 -- -\N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123457 2024-03-21T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123457 2024-03-22T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q04 -- -false -7 -15 16 -9223372036854775808 -123.45 -123456.789 123456789 -1234.5678 -123456.789012 -123456789.012345678901 str binary_value 2024-03-25 2024-03-25T12:00 2024-03-25T12:00:00.123457 2024-03-25T12:00:00.123457 char_value11111 char_value22222 char_value33333 varchar_value11111 varchar_value22222 varchar_value33333 {"key7":"value1"} {"key7":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {5.3456:2.3456} {5.34567890:2.34567890} {2.34567890:2.34567890} {7.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [9.4567, 4.5678] [6.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240325 - --- !q05 -- -\N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 - --- !q06 -- - --- !q01 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q02 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q03 -- -\N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -\N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -\N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q04 -- -\N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -\N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -\N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N - --- !q05 -- - --- !q01 -- -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q02 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123457 2024-03-21T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123457 2024-03-22T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q03 -- -\N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123457 2024-03-21T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123457 2024-03-22T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q04 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123457 2024-03-22T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -7 -15 16 -9223372036854775808 -123.45 -123456.789 123456789 -1234.5678 -123456.789012 -123456789.012345678901 str binary_value 2024-03-25 2024-03-25T12:00 2024-03-25T12:00:00.123457 2024-03-25T12:00:00.123457 char_value11111 char_value22222 char_value33333 varchar_value11111 varchar_value22222 varchar_value33333 {"key7":"value1"} {"key7":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {5.3456:2.3456} {5.34567890:2.34567890} {2.34567890:2.34567890} {7.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [9.4567, 4.5678] [6.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240321 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q05 -- -\N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123457 2024-03-22T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q01 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q02 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q03 -- -\N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 -\N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240322 -\N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240320 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q04 -- -\N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 -\N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240322 -\N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240320 - --- !q01 -- -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q02 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123457 2024-03-21T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123457 2024-03-22T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q03 -- -\N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123457 2024-03-21T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123457 2024-03-22T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q04 -- -false -7 -15 16 -9223372036854775808 -123.45 -123456.789 123456789 -1234.5678 -123456.789012 -123456789.012345678901 str binary_value 2024-03-25 2024-03-25T12:00 2024-03-25T12:00:00.123457 2024-03-25T12:00:00.123457 char_value11111 char_value22222 char_value33333 varchar_value11111 varchar_value22222 varchar_value33333 {"key7":"value1"} {"key7":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {5.3456:2.3456} {5.34567890:2.34567890} {2.34567890:2.34567890} {7.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [9.4567, 4.5678] [6.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240325 - --- !q05 -- -\N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 - --- !q06 -- - --- !q01 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q02 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q03 -- -\N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -\N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -\N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q04 -- -\N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -\N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -\N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N - --- !q05 -- - --- !q01 -- -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q02 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123457 2024-03-21T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123457 2024-03-22T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q03 -- -\N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123457 2024-03-21T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123457 2024-03-22T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q04 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123457 2024-03-22T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -7 -15 16 -9223372036854775808 -123.45 -123456.789 123456789 -1234.5678 -123456.789012 -123456789.012345678901 str binary_value 2024-03-25 2024-03-25T12:00 2024-03-25T12:00:00.123457 2024-03-25T12:00:00.123457 char_value11111 char_value22222 char_value33333 varchar_value11111 varchar_value22222 varchar_value33333 {"key7":"value1"} {"key7":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {5.3456:2.3456} {5.34567890:2.34567890} {2.34567890:2.34567890} {7.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [9.4567, 4.5678] [6.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240321 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q05 -- -\N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123457 2024-03-22T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q01 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q02 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q03 -- -\N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 -\N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240322 -\N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240320 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 - --- !q04 -- -\N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 -\N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240322 -\N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240320 diff --git a/regression-test/data/external_table_p0/hive/write/test_hive_write_partitions.out b/regression-test/data/external_table_p0/hive/write/test_hive_write_partitions.out index 4d68899e605eb7..51f77b9da3ddf8 100644 --- a/regression-test/data/external_table_p0/hive/write/test_hive_write_partitions.out +++ b/regression-test/data/external_table_p0/hive/write/test_hive_write_partitions.out @@ -1,21 +1,21 @@ -- This file is automatically generated. You should know what you did if you want to edit this -- !q01 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-20T20:00 2024-03-20T20:00:00.123456 2024-03-20T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-21T20:00 2024-03-21T20:00:00.123456 2024-03-21T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-19T20:00 2024-03-19T20:00:00.123456 2024-03-19T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-20T20:00 2024-03-20T20:00:00.123456 2024-03-20T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-20T20:00 2024-03-20T20:00:00.123456 2024-03-20T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-21T20:00 2024-03-21T20:00:00.123456 2024-03-21T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-21T20:00 2024-03-21T20:00:00.123456 2024-03-21T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-19T20:00 2024-03-19T20:00:00.123456 2024-03-19T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-19T20:00 2024-03-19T20:00:00.123456 2024-03-19T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q03 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-20T20:00 2024-03-20T20:00:00.123456 2024-03-20T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-21T20:00 2024-03-21T20:00:00.123456 2024-03-21T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-19T20:00 2024-03-19T20:00:00.123456 2024-03-19T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- 1 false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 @@ -89,22 +89,22 @@ true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5 7 true 127 32767 2147483647 9223372036854775807 123.45 123456.789 -- !q01 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q03 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- 1 false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 @@ -193,22 +193,22 @@ true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5 7 test7 2025-05-01 project1 -- !q01 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-20T20:00 2024-03-20T20:00:00.123456 2024-03-20T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-21T20:00 2024-03-21T20:00:00.123456 2024-03-21T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-19T20:00 2024-03-19T20:00:00.123456 2024-03-19T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-20T20:00 2024-03-20T20:00:00.123456 2024-03-20T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-20T20:00 2024-03-20T20:00:00.123456 2024-03-20T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-21T20:00 2024-03-21T20:00:00.123456 2024-03-21T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-21T20:00 2024-03-21T20:00:00.123456 2024-03-21T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-19T20:00 2024-03-19T20:00:00.123456 2024-03-19T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-19T20:00 2024-03-19T20:00:00.123456 2024-03-19T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q03 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-20T20:00 2024-03-20T20:00:00.123456 2024-03-20T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-21T20:00 2024-03-21T20:00:00.123456 2024-03-21T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-19T20:00 2024-03-19T20:00:00.123456 2024-03-19T20:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- 1 false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 @@ -282,22 +282,22 @@ true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5 7 true 127 32767 2147483647 9223372036854775807 123.45 123456.789 -- !q01 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q03 -- -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value binary_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"x":"y"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] ["varchar1", "varchar2"] ["char1", "char2"] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 127 32767 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value binary_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 char_value1 char_value2 char_value3 varchar_value1 varchar_value2 varchar_value3 {"key1":"value1"} {"key1":"value1"} {"a":"b"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] ["varchar1", "varchar2"] ["char1", "char2"] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- 1 false -128 -32768 -2147483648 -9223372036854775808 -123.45 -123456.789 diff --git a/regression-test/data/external_table_p0/iceberg/test_iceberg_export_timestamp_tz.out b/regression-test/data/external_table_p0/iceberg/test_iceberg_export_timestamp_tz.out index 529e37390f05bc..bde9e2597d8a28 100644 --- a/regression-test/data/external_table_p0/iceberg/test_iceberg_export_timestamp_tz.out +++ b/regression-test/data/external_table_p0/iceberg/test_iceberg_export_timestamp_tz.out @@ -8,62 +8,62 @@ id int Yes true \N ts_tz timestamptz(6) Yes true \N WITH_TIMEZONE -- !select_tvf0 -- -1 2025-01-01 00:00:00+08:00 -2 2025-06-01 12:34:56+08:00 -3 2025-12-31 23:59:59+08:00 +1 2024-12-31 16:00:00.000000+08:00 +2 2025-06-01 04:34:56.789000+08:00 +3 2025-12-31 15:59:59.999999+08:00 4 \N -- !select_tvf0_desc -- id int Yes false \N NONE -ts_tz timestamptz Yes false \N NONE +ts_tz timestamptz(6) Yes false \N NONE -- !select_tvf0_false -- -1 2025-01-01 00:00:00+08:00 -2 2025-06-01 12:34:56+08:00 -3 2025-12-31 23:59:59+08:00 +1 2024-12-31 16:00:00.000000+08:00 +2 2025-06-01 04:34:56.789000+08:00 +3 2025-12-31 15:59:59.999999+08:00 4 \N -- !select_tvf0_desc_false -- id int Yes false \N NONE -ts_tz timestamptz Yes false \N NONE +ts_tz timestamptz(6) Yes false \N NONE -- !select_tvf1 -- -1 2025-01-01 00:00:00+08:00 -2 2025-06-01 12:34:56+08:00 -3 2025-12-31 23:59:59+08:00 +1 2024-12-31 16:00:00.000000+08:00 +2 2025-06-01 04:34:56.789000+08:00 +3 2025-12-31 15:59:59.999999+08:00 4 \N -- !select_tvf1_desc -- id int Yes false \N NONE -ts_tz timestamptz Yes false \N NONE +ts_tz timestamptz(6) Yes false \N NONE -- !select_tvf1_false -- -1 2025-01-01 00:00:00+08:00 -2 2025-06-01 12:34:56+08:00 -3 2025-12-31 23:59:59+08:00 +1 2024-12-31 16:00:00.000000+08:00 +2 2025-06-01 04:34:56.789000+08:00 +3 2025-12-31 15:59:59.999999+08:00 4 \N -- !select_tvf1_desc_false -- id int Yes false \N NONE -ts_tz timestamptz Yes false \N NONE +ts_tz timestamptz(6) Yes false \N NONE -- !select_tvf2 -- -1 2025-01-01 00:00:00+08:00 -2 2025-06-01 12:34:56+08:00 -3 2025-12-31 23:59:59+08:00 +1 2025-01-01 00:00:00.000000+08:00 +2 2025-06-01 12:34:56.789000+08:00 +3 2025-12-31 23:59:59.999999+08:00 4 \N -- !select_tvf2_desc -- id int Yes false \N NONE -ts_tz timestamptz Yes false \N NONE +ts_tz timestamptz(6) Yes false \N NONE -- !select_tvf3 -- -1 2025-01-01 00:00:00+08:00 -2 2025-06-01 12:34:56+08:00 -3 2025-12-31 23:59:59+08:00 +1 2025-01-01 00:00:00.000000+08:00 +2 2025-06-01 12:34:56.789000+08:00 +3 2025-12-31 23:59:59.999999+08:00 4 \N -- !select_tvf3_desc -- id int Yes false \N NONE -ts_tz timestamptz Yes false \N NONE +ts_tz timestamptz(6) Yes false \N NONE diff --git a/regression-test/data/external_table_p0/iceberg/write/test_iceberg_insert_overwrite.out b/regression-test/data/external_table_p0/iceberg/write/test_iceberg_insert_overwrite.out index 945d3f2dbdf3c3..50617cbc994447 100644 --- a/regression-test/data/external_table_p0/iceberg/write/test_iceberg_insert_overwrite.out +++ b/regression-test/data/external_table_p0/iceberg/write/test_iceberg_insert_overwrite.out @@ -11,9 +11,9 @@ true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456 \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -- !q01 -- -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N @@ -34,9 +34,9 @@ false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 @@ -55,9 +55,9 @@ true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456 \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -- !q01 -- -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N @@ -78,9 +78,9 @@ false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 @@ -99,9 +99,9 @@ true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456 \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -- !q01 -- -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N @@ -122,9 +122,9 @@ false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 @@ -143,9 +143,9 @@ true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456 \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -- !q01 -- -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N @@ -166,9 +166,9 @@ false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 diff --git a/regression-test/data/external_table_p0/iceberg/write/test_iceberg_write_insert.out b/regression-test/data/external_table_p0/iceberg/write/test_iceberg_write_insert.out index 006596a760f81b..9c922f0af64cc9 100644 --- a/regression-test/data/external_table_p0/iceberg/write/test_iceberg_write_insert.out +++ b/regression-test/data/external_table_p0/iceberg/write/test_iceberg_write_insert.out @@ -16,17 +16,17 @@ true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456 true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 @@ -45,17 +45,17 @@ true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456 true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240322 \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240320 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 @@ -74,17 +74,17 @@ true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456 true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 @@ -103,17 +103,17 @@ true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456 true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240322 \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240320 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 @@ -148,17 +148,17 @@ true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456 true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 @@ -177,17 +177,17 @@ true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456 true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240322 \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240320 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 @@ -206,17 +206,17 @@ true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456 true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N \N -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 @@ -235,17 +235,17 @@ true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456 true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q02 -- \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N {2:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [3.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240321 \N \N \N -123.45 \N \N \N \N \N \N \N \N \N \N \N {3:20} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [8.4567, 4.5678] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240322 \N \N \N 123.45 \N \N \N \N \N \N \N \N \N \N \N {1:10} \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N \N [1.2345, 2.3456] \N \N \N \N \N \N \N \N \N \N [null, "value1", "value2"] \N \N \N 20240320 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T12:00 2024-03-21T12:00:00.123456 2024-03-21T12:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 -false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T12:00 2024-03-22T12:00:00.123456 2024-03-22T12:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 -true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123456 2024-03-20T12:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-21 2024-03-21T04:00 2024-03-21T04:00:00.123456 2024-03-21T04:00:00.123456 {"key1":"value1"} {2:20} {2:200000000000} {2.2:20.2} {2.2:20.2} {0:1} {2.2:2.2} {2.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {2.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [3.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240321 +false -2147483648 -9223372036854775808 -123.45 -123456.789 -123456789 -1234.5678 -123456.789012 -123456789.012345678901 string_value 2024-03-22 2024-03-22T04:00 2024-03-22T04:00:00.123456 2024-03-22T04:00:00.123456 {"key1":"value1"} {3:20} {3:200000000000} {3.2:20.2} {3.2:20.2} {0:1} {3.2:2.2} {3.34:2.34} {2.3456:2.3456} {2.34567890:2.34567890} {2.34567890:2.34567890} {3.3456789012345679:2.3456789012345679} ["string1", "string2"] [4, 5, 6] [300000000000, 400000000000] [3.3, 4.4] [3.123456789, 4.123456789] [0, 1] [3.3, 4.4] [3.45, 4.56] [8.4567, 4.5678] [3.45678901, 4.56789012] [3.45678901, 4.56789012] [3.4567890123456789, 4.5678901234567890] {"s_bigint":-1234567890} {"key":[{"s_int":-123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":-123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":-123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":-123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value11", "value2", null] [null, null, null] 20240322 +true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T04:00 2024-03-20T04:00:00.123456 2024-03-20T04:00:00.123456 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 -- !q01 -- true 2147483647 9223372036854775807 123.45 123456.789 123456789 1234.5678 123456.789012 123456789.012345678901 string_value 2024-03-20 2024-03-20T12:00 2024-03-20T12:00:00.123457 2024-03-20T12:00:00.123457 {"key1":"value1"} {1:10} {1:100000000000} {1.1:10.1} {1.1:10.1} {1:0} {1.1:1.1} {1.23:1.23} {1.2345:1.2345} {1.23456789:1.23456789} {1.23456789:1.23456789} {1.2345678901234568:1.2345678901234568} ["string1", "string2"] [1, 2, 3] [100000000000, 200000000000] [1.1, 2.2] [1.123456789, 2.123456789] [1, 0] [1.1, 2.2] [1.23, 2.34] [1.2345, 2.3456] [1.23456789, 2.34567891] [1.23456789, 2.34567891] [1.2345678901234568, 2.3456789012345679] {"s_bigint":1234567890} {"key":[{"s_int":123}]} {"struct_field":["value1", "value2"]} {"struct_field_null":null, "struct_field_null2":null} {"struct_non_nulls_after_nulls1":123, "struct_non_nulls_after_nulls2":"value"} {"struct_field1":123, "struct_field2":"value", "strict_field3":{"nested_struct_field1":123, "nested_struct_field2":"nested_value"}} {"null_key":null} [null, "value1", "value2"] ["value1", null, "value2"] ["value1", "value2", null] [null, null, null] 20240320 diff --git a/regression-test/data/external_table_p0/paimon/paimon_timestamp_types.out b/regression-test/data/external_table_p0/paimon/paimon_timestamp_types.out index 9df5553d1493c5..0b0e9c97bac0df 100644 --- a/regression-test/data/external_table_p0/paimon/paimon_timestamp_types.out +++ b/regression-test/data/external_table_p0/paimon/paimon_timestamp_types.out @@ -51,7 +51,7 @@ 1 2024-01-02T10:04:05.100 2024-01-02T10:04:05.120 2024-01-02T10:04:05.123 2024-01-02T10:04:05.123400 2024-01-02T10:04:05.123450 2024-01-02T10:04:05.123456 2024-01-02T10:04:05.123456 2024-01-02T10:04:05.123456 2024-01-02T10:04:05.123456 2024-01-02T02:04:05.100 2024-01-02T02:04:05.120 2024-01-02T02:04:05.123 2024-01-02T02:04:05.123400 2024-01-02T02:04:05.123450 2024-01-02T02:04:05.123456 2024-01-02T02:04:05.123456 2024-01-02T02:04:05.123456 2024-01-02T02:04:05.123456 -- !c2 -- -1 2024-01-02T10:04:05.100 2024-01-02T10:04:05.120 2024-01-02T10:04:05.123 2024-01-02T10:04:05.123400 2024-01-02T10:04:05.123450 2024-01-02T10:04:05.123456 2024-01-02T18:04:05.123456 2024-01-02T18:04:05.123456 2024-01-02T18:04:05.123456 2024-01-02T10:04:05.100 2024-01-02T10:04:05.120 2024-01-02T10:04:05.123 2024-01-02T10:04:05.123400 2024-01-02T10:04:05.123450 2024-01-02T10:04:05.123456 2024-01-02T10:04:05.123456 2024-01-02T10:04:05.123456 2024-01-02T10:04:05.123456 +1 2024-01-02T10:04:05.100 2024-01-02T10:04:05.120 2024-01-02T10:04:05.123 2024-01-02T10:04:05.123400 2024-01-02T10:04:05.123450 2024-01-02T10:04:05.123456 2024-01-02T10:04:05.123456 2024-01-02T10:04:05.123456 2024-01-02T10:04:05.123456 2024-01-02T10:04:05.100 2024-01-02T10:04:05.120 2024-01-02T10:04:05.123 2024-01-02T10:04:05.123400 2024-01-02T10:04:05.123450 2024-01-02T10:04:05.123456 2024-01-02T02:04:05.123456 2024-01-02T02:04:05.123456 2024-01-02T02:04:05.123456 -- !ltz_ntz_simple2 -- 1 {"2024-01-01 10:12:34.123456":"2024-01-02 10:12:34.123456", "2024-01-03 10:12:34.123456":"2024-01-04 10:12:34.123456"} {"2024-01-03 02:12:34.123456":"2024-01-04 02:12:34.123456", "2024-01-01 02:12:34.123456":"2024-01-02 02:12:34.123456"} ["2024-01-01 10:12:34.123456", "2024-01-02 10:12:34.123456", "2024-01-03 10:12:34.123456"] ["2024-01-01 02:12:34.123456", "2024-01-02 02:12:34.123456", "2024-01-03 02:12:34.123456"] {"crow1":"2024-01-01 10:12:34.123456", "crow2":"2024-01-02 02:12:34.123456"} diff --git a/regression-test/data/external_table_p0/paimon/test_paimon_catalog_timestamp_tz.out b/regression-test/data/external_table_p0/paimon/test_paimon_catalog_timestamp_tz.out index 66207238741815..6a6ebab9001e43 100644 --- a/regression-test/data/external_table_p0/paimon/test_paimon_catalog_timestamp_tz.out +++ b/regression-test/data/external_table_p0/paimon/test_paimon_catalog_timestamp_tz.out @@ -28,11 +28,11 @@ ts_ltz timestamptz(3) Yes true \N WITH_TIMEZONE 3 2024-11-11 11:11:11.123+08:00 -- !mapping_tz -- -1 2024-01-01 10:00:00+08:00 -2 2026-01-06 16:13:12+08:00 -3 2024-11-11 11:11:11+08:00 +1 2024-01-01 10:00:00.000+08:00 +2 2026-01-06 16:13:12.000+08:00 +3 2024-11-11 11:11:11.123+08:00 -- !mapping_tz_desc -- id int Yes false \N NONE -ts_ltz timestamptz Yes false \N NONE +ts_ltz timestamptz(3) Yes false \N NONE diff --git a/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group0.out b/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group0.out index 0e21a8fad6f690..62db148ac1f51b 100644 Binary files a/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group0.out and b/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group0.out differ diff --git a/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group1.out b/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group1.out index 55ae6199bfb7ad..51c9f773485999 100644 --- a/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group1.out +++ b/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group1.out @@ -90,9 +90,9 @@ [{"latitude":0, "longitude":180}, {"latitude":0, "longitude":0}] -- !test_17 -- -1 1880-01-01T15:58:41 -2 1884-01-01T16:05:43 -3 1990-01-01T16:00 +1 1880-01-01T07:52:58 +2 1884-01-01T08:00 +3 1990-01-01T08:00 -- !test_18 -- [{"latitude":0, "longitude":0}, null, {"latitude":0, "longitude":180}] diff --git a/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group2.out b/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group2.out index 16b89ac45d63ca..7b1744aa72f61d 100644 --- a/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group2.out +++ b/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group2.out @@ -24,14 +24,14 @@ apple_banana_mango81 apple_banana_mango9 -- !test_2 -- -1001-01-07T17:07:47.172032 1001-01-07T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-08T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-09T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-10T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-11T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-12T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-13T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-14T17:07:47.172032 +1001-01-07T17:07:46.123456 1001-01-07T17:07:46.123456 +1001-01-07T17:07:46.123456 1001-01-08T17:07:46.123456 +1001-01-07T17:07:46.123456 1001-01-09T17:07:46.123456 +1001-01-07T17:07:46.123456 1001-01-10T17:07:46.123456 +1001-01-07T17:07:46.123456 1001-01-11T17:07:46.123456 +1001-01-07T17:07:46.123456 1001-01-12T17:07:46.123456 +1001-01-07T17:07:46.123456 1001-01-13T17:07:46.123456 +1001-01-07T17:07:46.123456 1001-01-14T17:07:46.123456 -- !test_3 -- [{"one":"0 - 0 - 1", "two":"0 - 0 - 2", "three":"0 - 0 - 3"}, {"one":"0 - 1 - 1", "two":"0 - 1 - 2", "three":"0 - 1 - 3"}] @@ -39,14 +39,14 @@ apple_banana_mango9 [{"one":"2 - 0 - 1", "two":"2 - 0 - 2", "three":"2 - 0 - 3"}, {"one":"2 - 1 - 1", "two":"2 - 1 - 2", "three":"2 - 1 - 3"}] -- !test_4 -- -1001-01-07T17:07:47.172032 1001-01-07T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-08T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-09T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-10T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-11T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-12T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-13T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-14T17:07:47.172032 +1001-01-07T17:07:46.123456 1001-01-07T17:07:46.123456 +1001-01-07T17:07:46.123456 1001-01-08T17:07:46.123456 +1001-01-07T17:07:46.123456 1001-01-09T17:07:46.123456 +1001-01-07T17:07:46.123456 1001-01-10T17:07:46.123456 +1001-01-07T17:07:46.123456 1001-01-11T17:07:46.123456 +1001-01-07T17:07:46.123456 1001-01-12T17:07:46.123456 +1001-01-07T17:07:46.123456 1001-01-13T17:07:46.123456 +1001-01-07T17:07:46.123456 1001-01-14T17:07:46.123456 -- !test_5 -- ["good", "bye"] @@ -89,17 +89,17 @@ apple_banana_mango9 1981-01-07T00:00 15.8 1981-01-08T00:00 17.4 1981-01-09T00:00 21.8 -1981-01-10T00:00 20.0 +1981-01-10T00:00 20 -- !test_13 -- -1001-01-07T17:07:47.172032 1001-01-07T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-08T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-09T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-10T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-11T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-12T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-13T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-14T17:07:47.172032 +1001-01-07T17:07:46.123456 1001-01-07T17:07:46.123456 +1001-01-07T17:07:46.123456 1001-01-08T17:07:46.123456 +1001-01-07T17:07:46.123456 1001-01-09T17:07:46.123456 +1001-01-07T17:07:46.123456 1001-01-10T17:07:46.123456 +1001-01-07T17:07:46.123456 1001-01-11T17:07:46.123456 +1001-01-07T17:07:46.123456 1001-01-12T17:07:46.123456 +1001-01-07T17:07:46.123456 1001-01-13T17:07:46.123456 +1001-01-07T17:07:46.123456 1001-01-14T17:07:46.123456 -- !test_14 -- [{"one":"First inner", "two":null, "three":null}, {"one":null, "two":"Second inner", "three":null}, {"one":null, "two":null, "three":"Third inner"}] @@ -119,17 +119,17 @@ apple_banana_mango9 -- !test_16 -- 1 Alice 2022-11-16T02:32:09 2 Bob 2022-11-16T02:32:09 -3 Cecilia 2022-11-16T02:32:09 +3 Cecilia 2022-11-16T02:32:09.123534 -- !test_17 -- -1001-01-07T17:07:47.172032 1001-01-07T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-08T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-09T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-10T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-11T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-12T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-13T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-14T17:07:47.172032 +1001-01-07T09:02:03.123456 1001-01-07T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-08T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-09T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-10T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-11T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-12T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-13T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-14T09:02:03.123456 -- !test_18 -- 0.00 @@ -151,14 +151,14 @@ apple_banana_mango9 2 -- !test_20 -- -1001-01-07T17:07:47.172032 1001-01-07T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-08T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-09T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-10T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-11T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-12T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-13T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-14T17:07:47.172032 +1001-01-07T09:02:03.123456 1001-01-07T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-08T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-09T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-10T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-11T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-12T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-13T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-14T09:02:03.123456 -- !test_21 -- 1001-01-07 1001-01-07 @@ -171,49 +171,49 @@ apple_banana_mango9 1001-01-07 1001-01-14 -- !test_22 -- -1001-01-07T17:07:47.171 1001-01-07T17:07:47.171 -1001-01-07T17:07:47.171 1001-01-08T17:07:47.171 -1001-01-07T17:07:47.171 1001-01-09T17:07:47.171 -1001-01-07T17:07:47.171 1001-01-10T17:07:47.171 -1001-01-07T17:07:47.171 1001-01-11T17:07:47.171 -1001-01-07T17:07:47.171 1001-01-12T17:07:47.171 -1001-01-07T17:07:47.171 1001-01-13T17:07:47.171 -1001-01-07T17:07:47.171 1001-01-14T17:07:47.171 +1001-01-07T17:07:46.123 1001-01-07T17:07:46.123 +1001-01-07T17:07:46.123 1001-01-08T17:07:46.123 +1001-01-07T17:07:46.123 1001-01-09T17:07:46.123 +1001-01-07T17:07:46.123 1001-01-10T17:07:46.123 +1001-01-07T17:07:46.123 1001-01-11T17:07:46.123 +1001-01-07T17:07:46.123 1001-01-12T17:07:46.123 +1001-01-07T17:07:46.123 1001-01-13T17:07:46.123 +1001-01-07T17:07:46.123 1001-01-14T17:07:46.123 -- !test_23 -- -1001-01-07T17:07:47.172032 1001-01-07T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-08T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-09T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-10T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-11T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-12T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-13T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-14T17:07:47.172032 +1001-01-07T09:02:03.123456 1001-01-07T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-08T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-09T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-10T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-11T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-12T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-13T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-14T09:02:03.123456 -- !test_24 -- false 1 2 3 10 1.2 val_1 val_1 HEARTS false 1 2 3 10 1.2 val_1 val_1 HEARTS ["arr_1", "arr_2", "arr_3"] [1] {1:"val_1", 2:"val_2", 3:"val_3"} {1:[{"nestedintscolumn":[1, 2, 3], "nestedstringcolumn":"val_1"}, {"nestedintscolumn":[2, 3, 4], "nestedstringcolumn":"val_2"}, {"nestedintscolumn":[3, 4, 5], "nestedstringcolumn":"val_3"}], 2:[{"nestedintscolumn":[1, 2, 3], "nestedstringcolumn":"val_1"}, {"nestedintscolumn":[2, 3, 4], "nestedstringcolumn":"val_2"}, {"nestedintscolumn":[3, 4, 5], "nestedstringcolumn":"val_3"}], 3:[{"nestedintscolumn":[1, 2, 3], "nestedstringcolumn":"val_1"}, {"nestedintscolumn":[2, 3, 4], "nestedstringcolumn":"val_2"}, {"nestedintscolumn":[3, 4, 5], "nestedstringcolumn":"val_3"}]} false 3 4 5 30 3.2 val_3 val_3 CLUBS \N \N \N \N \N \N \N \N \N ["arr_3", "arr_4", "arr_5"] [3] {3:"val_3", 4:"val_4", 5:"val_5"} {3:[{"nestedintscolumn":[3, 4, 5], "nestedstringcolumn":"val_3"}, {"nestedintscolumn":[4, 5, 6], "nestedstringcolumn":"val_4"}, {"nestedintscolumn":[5, 6, 7], "nestedstringcolumn":"val_5"}], 4:[{"nestedintscolumn":[3, 4, 5], "nestedstringcolumn":"val_3"}, {"nestedintscolumn":[4, 5, 6], "nestedstringcolumn":"val_4"}, {"nestedintscolumn":[5, 6, 7], "nestedstringcolumn":"val_5"}], 5:[{"nestedintscolumn":[3, 4, 5], "nestedstringcolumn":"val_3"}, {"nestedintscolumn":[4, 5, 6], "nestedstringcolumn":"val_4"}, {"nestedintscolumn":[5, 6, 7], "nestedstringcolumn":"val_5"}]} false 5 6 7 50 5.2 val_5 val_5 HEARTS false 5 6 7 50 5.2 val_5 val_5 HEARTS ["arr_5", "arr_6", "arr_7"] [5] {5:"val_5", 6:"val_6", 7:"val_7"} {5:[{"nestedintscolumn":[5, 6, 7], "nestedstringcolumn":"val_5"}, {"nestedintscolumn":[6, 7, 8], "nestedstringcolumn":"val_6"}, {"nestedintscolumn":[7, 8, 9], "nestedstringcolumn":"val_7"}], 6:[{"nestedintscolumn":[5, 6, 7], "nestedstringcolumn":"val_5"}, {"nestedintscolumn":[6, 7, 8], "nestedstringcolumn":"val_6"}, {"nestedintscolumn":[7, 8, 9], "nestedstringcolumn":"val_7"}], 7:[{"nestedintscolumn":[5, 6, 7], "nestedstringcolumn":"val_5"}, {"nestedintscolumn":[6, 7, 8], "nestedstringcolumn":"val_6"}, {"nestedintscolumn":[7, 8, 9], "nestedstringcolumn":"val_7"}]} false 7 8 9 70 7.2 val_7 val_7 CLUBS false 7 8 9 70 7.2 val_7 val_7 CLUBS ["arr_7", "arr_8", "arr_9"] [7] {7:"val_7", 8:"val_8", 9:"val_9"} {7:[{"nestedintscolumn":[7, 8, 9], "nestedstringcolumn":"val_7"}, {"nestedintscolumn":[8, 9, 10], "nestedstringcolumn":"val_8"}, {"nestedintscolumn":[9, 10, 11], "nestedstringcolumn":"val_9"}], 8:[{"nestedintscolumn":[7, 8, 9], "nestedstringcolumn":"val_7"}, {"nestedintscolumn":[8, 9, 10], "nestedstringcolumn":"val_8"}, {"nestedintscolumn":[9, 10, 11], "nestedstringcolumn":"val_9"}], 9:[{"nestedintscolumn":[7, 8, 9], "nestedstringcolumn":"val_7"}, {"nestedintscolumn":[8, 9, 10], "nestedstringcolumn":"val_8"}, {"nestedintscolumn":[9, 10, 11], "nestedstringcolumn":"val_9"}]} -false 9 10 11 90 9.2 val_9 val_9 HEARTS \N \N \N \N \N \N \N \N \N ["arr_9", "arr_10", "arr_11"] [9] {9:"val_9", 10:"val_10", 11:"val_11"} {9:[{"nestedintscolumn":[9, 10, 11], "nestedstringcolumn":"val_9"}, {"nestedintscolumn":[10, 11, 12], "nestedstringcolumn":"val_10"}, {"nestedintscolumn":[11, 12, 13], "nestedstringcolumn":"val_11"}], 10:[{"nestedintscolumn":[9, 10, 11], "nestedstringcolumn":"val_9"}, {"nestedintscolumn":[10, 11, 12], "nestedstringcolumn":"val_10"}, {"nestedintscolumn":[11, 12, 13], "nestedstringcolumn":"val_11"}], 11:[{"nestedintscolumn":[9, 10, 11], "nestedstringcolumn":"val_9"}, {"nestedintscolumn":[10, 11, 12], "nestedstringcolumn":"val_10"}, {"nestedintscolumn":[11, 12, 13], "nestedstringcolumn":"val_11"}]} +false 9 10 11 90 9.199999999999999 val_9 val_9 HEARTS \N \N \N \N \N \N \N \N \N ["arr_9", "arr_10", "arr_11"] [9] {9:"val_9", 10:"val_10", 11:"val_11"} {9:[{"nestedintscolumn":[9, 10, 11], "nestedstringcolumn":"val_9"}, {"nestedintscolumn":[10, 11, 12], "nestedstringcolumn":"val_10"}, {"nestedintscolumn":[11, 12, 13], "nestedstringcolumn":"val_11"}], 10:[{"nestedintscolumn":[9, 10, 11], "nestedstringcolumn":"val_9"}, {"nestedintscolumn":[10, 11, 12], "nestedstringcolumn":"val_10"}, {"nestedintscolumn":[11, 12, 13], "nestedstringcolumn":"val_11"}], 11:[{"nestedintscolumn":[9, 10, 11], "nestedstringcolumn":"val_9"}, {"nestedintscolumn":[10, 11, 12], "nestedstringcolumn":"val_10"}, {"nestedintscolumn":[11, 12, 13], "nestedstringcolumn":"val_11"}]} true 0 1 2 0 0.2 val_0 val_0 SPADES \N \N \N \N \N \N \N \N \N ["arr_0", "arr_1", "arr_2"] [0] {0:"val_0", 1:"val_1", 2:"val_2"} {0:[{"nestedintscolumn":[0, 1, 2], "nestedstringcolumn":"val_0"}, {"nestedintscolumn":[1, 2, 3], "nestedstringcolumn":"val_1"}, {"nestedintscolumn":[2, 3, 4], "nestedstringcolumn":"val_2"}], 1:[{"nestedintscolumn":[0, 1, 2], "nestedstringcolumn":"val_0"}, {"nestedintscolumn":[1, 2, 3], "nestedstringcolumn":"val_1"}, {"nestedintscolumn":[2, 3, 4], "nestedstringcolumn":"val_2"}], 2:[{"nestedintscolumn":[0, 1, 2], "nestedstringcolumn":"val_0"}, {"nestedintscolumn":[1, 2, 3], "nestedstringcolumn":"val_1"}, {"nestedintscolumn":[2, 3, 4], "nestedstringcolumn":"val_2"}]} true 2 3 4 20 2.2 val_2 val_2 DIAMONDS true 2 3 4 20 2.2 val_2 val_2 DIAMONDS ["arr_2", "arr_3", "arr_4"] [2] {2:"val_2", 3:"val_3", 4:"val_4"} {2:[{"nestedintscolumn":[2, 3, 4], "nestedstringcolumn":"val_2"}, {"nestedintscolumn":[3, 4, 5], "nestedstringcolumn":"val_3"}, {"nestedintscolumn":[4, 5, 6], "nestedstringcolumn":"val_4"}], 3:[{"nestedintscolumn":[2, 3, 4], "nestedstringcolumn":"val_2"}, {"nestedintscolumn":[3, 4, 5], "nestedstringcolumn":"val_3"}, {"nestedintscolumn":[4, 5, 6], "nestedstringcolumn":"val_4"}], 4:[{"nestedintscolumn":[2, 3, 4], "nestedstringcolumn":"val_2"}, {"nestedintscolumn":[3, 4, 5], "nestedstringcolumn":"val_3"}, {"nestedintscolumn":[4, 5, 6], "nestedstringcolumn":"val_4"}]} true 4 5 6 40 4.2 val_4 val_4 SPADES true 4 5 6 40 4.2 val_4 val_4 SPADES ["arr_4", "arr_5", "arr_6"] [4] {4:"val_4", 5:"val_5", 6:"val_6"} {4:[{"nestedintscolumn":[4, 5, 6], "nestedstringcolumn":"val_4"}, {"nestedintscolumn":[5, 6, 7], "nestedstringcolumn":"val_5"}, {"nestedintscolumn":[6, 7, 8], "nestedstringcolumn":"val_6"}], 5:[{"nestedintscolumn":[4, 5, 6], "nestedstringcolumn":"val_4"}, {"nestedintscolumn":[5, 6, 7], "nestedstringcolumn":"val_5"}, {"nestedintscolumn":[6, 7, 8], "nestedstringcolumn":"val_6"}], 6:[{"nestedintscolumn":[4, 5, 6], "nestedstringcolumn":"val_4"}, {"nestedintscolumn":[5, 6, 7], "nestedstringcolumn":"val_5"}, {"nestedintscolumn":[6, 7, 8], "nestedstringcolumn":"val_6"}]} true 6 7 8 60 6.2 val_6 val_6 DIAMONDS \N \N \N \N \N \N \N \N \N ["arr_6", "arr_7", "arr_8"] [6] {6:"val_6", 7:"val_7", 8:"val_8"} {6:[{"nestedintscolumn":[6, 7, 8], "nestedstringcolumn":"val_6"}, {"nestedintscolumn":[7, 8, 9], "nestedstringcolumn":"val_7"}, {"nestedintscolumn":[8, 9, 10], "nestedstringcolumn":"val_8"}], 7:[{"nestedintscolumn":[6, 7, 8], "nestedstringcolumn":"val_6"}, {"nestedintscolumn":[7, 8, 9], "nestedstringcolumn":"val_7"}, {"nestedintscolumn":[8, 9, 10], "nestedstringcolumn":"val_8"}], 8:[{"nestedintscolumn":[6, 7, 8], "nestedstringcolumn":"val_6"}, {"nestedintscolumn":[7, 8, 9], "nestedstringcolumn":"val_7"}, {"nestedintscolumn":[8, 9, 10], "nestedstringcolumn":"val_8"}]} -true 8 9 10 80 8.2 val_8 val_8 SPADES true 8 9 10 80 8.2 val_8 val_8 SPADES ["arr_8", "arr_9", "arr_10"] [8] {8:"val_8", 9:"val_9", 10:"val_10"} {8:[{"nestedintscolumn":[8, 9, 10], "nestedstringcolumn":"val_8"}, {"nestedintscolumn":[9, 10, 11], "nestedstringcolumn":"val_9"}, {"nestedintscolumn":[10, 11, 12], "nestedstringcolumn":"val_10"}], 9:[{"nestedintscolumn":[8, 9, 10], "nestedstringcolumn":"val_8"}, {"nestedintscolumn":[9, 10, 11], "nestedstringcolumn":"val_9"}, {"nestedintscolumn":[10, 11, 12], "nestedstringcolumn":"val_10"}], 10:[{"nestedintscolumn":[8, 9, 10], "nestedstringcolumn":"val_8"}, {"nestedintscolumn":[9, 10, 11], "nestedstringcolumn":"val_9"}, {"nestedintscolumn":[10, 11, 12], "nestedstringcolumn":"val_10"}]} +true 8 9 10 80 8.199999999999999 val_8 val_8 SPADES true 8 9 10 80 8.199999999999999 val_8 val_8 SPADES ["arr_8", "arr_9", "arr_10"] [8] {8:"val_8", 9:"val_9", 10:"val_10"} {8:[{"nestedintscolumn":[8, 9, 10], "nestedstringcolumn":"val_8"}, {"nestedintscolumn":[9, 10, 11], "nestedstringcolumn":"val_9"}, {"nestedintscolumn":[10, 11, 12], "nestedstringcolumn":"val_10"}], 9:[{"nestedintscolumn":[8, 9, 10], "nestedstringcolumn":"val_8"}, {"nestedintscolumn":[9, 10, 11], "nestedstringcolumn":"val_9"}, {"nestedintscolumn":[10, 11, 12], "nestedstringcolumn":"val_10"}], 10:[{"nestedintscolumn":[8, 9, 10], "nestedstringcolumn":"val_8"}, {"nestedintscolumn":[9, 10, 11], "nestedstringcolumn":"val_9"}, {"nestedintscolumn":[10, 11, 12], "nestedstringcolumn":"val_10"}]} -- !test_25 -- {"duration":"111222333444"} -- !test_26 -- -1001-01-07T17:07:47.171 1001-01-07T17:07:47.171 -1001-01-07T17:07:47.171 1001-01-08T17:07:47.171 -1001-01-07T17:07:47.171 1001-01-09T17:07:47.171 -1001-01-07T17:07:47.171 1001-01-10T17:07:47.171 -1001-01-07T17:07:47.171 1001-01-11T17:07:47.171 -1001-01-07T17:07:47.171 1001-01-12T17:07:47.171 -1001-01-07T17:07:47.171 1001-01-13T17:07:47.171 -1001-01-07T17:07:47.171 1001-01-14T17:07:47.171 +1001-01-07T17:07:46.123 1001-01-07T17:07:46.123 +1001-01-07T17:07:46.123 1001-01-08T17:07:46.123 +1001-01-07T17:07:46.123 1001-01-09T17:07:46.123 +1001-01-07T17:07:46.123 1001-01-10T17:07:46.123 +1001-01-07T17:07:46.123 1001-01-11T17:07:46.123 +1001-01-07T17:07:46.123 1001-01-12T17:07:46.123 +1001-01-07T17:07:46.123 1001-01-13T17:07:46.123 +1001-01-07T17:07:46.123 1001-01-14T17:07:46.123 -- !test_27 -- 1001-01-07 1001-01-07 @@ -238,14 +238,14 @@ true 8 9 10 80 8.2 val_8 val_8 SPADES true 8 9 10 80 8.2 val_8 val_8 SPADES ["ar 9.00 -- !test_29 -- -1001-01-07T17:07:47.172032 1001-01-07T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-08T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-09T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-10T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-11T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-12T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-13T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-14T17:07:47.172032 +1001-01-07T09:02:03.123456 1001-01-07T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-08T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-09T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-10T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-11T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-12T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-13T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-14T09:02:03.123456 -- !test_30 -- \N @@ -259,23 +259,20 @@ true 8 9 10 80 8.2 val_8 val_8 SPADES true 8 9 10 80 8.2 val_8 val_8 SPADES ["ar 8.4 93.7 --- !test_31 -- -{"list":[{"element":"hello"}]} - -- !test_32 -- 1970-01-01T08:00:00.010 1970-01-01T08:00:00.010 1970-01-01T08:00:00.010 -- !test_33 -- -1001-01-07T17:07:47.172032 1001-01-07T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-08T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-09T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-10T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-11T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-12T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-13T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-14T17:07:47.172032 +1001-01-07T09:02:03.123456 1001-01-07T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-08T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-09T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-10T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-11T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-12T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-13T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-14T09:02:03.123456 -- !test_34 -- 1001-01-07 1001-01-07 @@ -288,22 +285,22 @@ true 8 9 10 80 8.2 val_8 val_8 SPADES true 8 9 10 80 8.2 val_8 val_8 SPADES ["ar 1001-01-07 1001-01-14 -- !test_35 -- -1001-01-07T17:07:47.171 1001-01-07T17:07:47.171 -1001-01-07T17:07:47.171 1001-01-08T17:07:47.171 -1001-01-07T17:07:47.171 1001-01-09T17:07:47.171 -1001-01-07T17:07:47.171 1001-01-10T17:07:47.171 -1001-01-07T17:07:47.171 1001-01-11T17:07:47.171 -1001-01-07T17:07:47.171 1001-01-12T17:07:47.171 -1001-01-07T17:07:47.171 1001-01-13T17:07:47.171 -1001-01-07T17:07:47.171 1001-01-14T17:07:47.171 +1001-01-07T17:07:46.123 1001-01-07T17:07:46.123 +1001-01-07T17:07:46.123 1001-01-08T17:07:46.123 +1001-01-07T17:07:46.123 1001-01-09T17:07:46.123 +1001-01-07T17:07:46.123 1001-01-10T17:07:46.123 +1001-01-07T17:07:46.123 1001-01-11T17:07:46.123 +1001-01-07T17:07:46.123 1001-01-12T17:07:46.123 +1001-01-07T17:07:46.123 1001-01-13T17:07:46.123 +1001-01-07T17:07:46.123 1001-01-14T17:07:46.123 -- !test_36 -- -1001-01-07T17:07:47.172032 1001-01-07T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-08T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-09T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-10T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-11T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-12T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-13T17:07:47.172032 -1001-01-07T17:07:47.172032 1001-01-14T17:07:47.172032 +1001-01-07T09:02:03.123456 1001-01-07T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-08T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-09T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-10T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-11T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-12T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-13T09:02:03.123456 +1001-01-07T09:02:03.123456 1001-01-14T09:02:03.123456 diff --git a/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group3.out b/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group3.out index 368a1728c941e1..93c2fd8c672e39 100644 Binary files a/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group3.out and b/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group3.out differ diff --git a/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group4.out b/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group4.out index 816aefbc495efc..b197119ae88bbe 100644 Binary files a/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group4.out and b/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group4.out differ diff --git a/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group5.out b/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group5.out index 38d457d1069867..ccf2d100dfdcf2 100644 Binary files a/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group5.out and b/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group5.out differ diff --git a/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group6.out b/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group6.out index a797eca8601867..a2c1f8ebfdbd44 100644 --- a/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group6.out +++ b/regression-test/data/external_table_p0/tvf/test_hdfs_parquet_group6.out @@ -65,13 +65,13 @@ value 0 value value 0 value value value value value value value value value valu -- !test_7 -- \N \N \N \N false \N -30534 -95459914 \N \N \N \N \N \N \N \N \N HYUWPBeQIs true \N \N \N \N 5668838.0 -2.120059243561625e+16 -6097.20 0.00035 -999999999999987628.942299254 -\N 2002-11-27T15:59:05.061 l6wBh \N \N \N \N 15002 -304114916502530 \N \N \N 626149930.15083 -342806041448622928.487799977 -\N 2009-05-28T21:28:07.366 \N \N true \N 327 \N -6655500289 -64307.05 \N \N \N 559739.491848528 -\N 2016-09-28T23:11:08.215 \N TCo6SPO1zXZ \N 1 \N -2 \N -1.032116E8 \N -9024.34 23874458.82144 65266925.915131517 -1991-03-16 2010-11-01T11:14:05.926 LkgyT \N true -1 \N -574 -343357407 \N \N \N \N \N -1993-05-23 2017-03-28T10:26:07.676 i61eSAVRBUP 77e7GSkck5 \N \N 7 \N \N -4198450.0 952.7765389591106 \N \N \N +\N 2002-11-27T07:59:05.061 l6wBh \N \N \N \N 15002 -304114916502530 \N \N \N 626149930.15083 -342806041448622928.487799977 +\N 2009-05-28T13:28:07.366 \N \N true \N 327 \N -6655500289 -64307.05 \N \N \N 559739.491848528 +\N 2016-09-28T15:11:08.215 \N TCo6SPO1zXZ \N 1 \N -2 \N -1.032116E8 \N -9024.34 23874458.82144 65266925.915131517 +1991-03-16 2010-11-01T03:14:05.926 LkgyT \N true -1 \N -574 -343357407 \N \N \N \N \N +1993-05-23 2017-03-28T02:26:07.676 i61eSAVRBUP 77e7GSkck5 \N \N 7 \N \N -4198450.0 952.7765389591106 \N \N \N 2005-01-25 \N \N \N -5 \N 1921 \N \N \N \N -999995892.35713 23269406.486042474 -2006-02-27 2001-09-25T16:26:47.300 BPskRWGA gcmrrVqQt6R \N \N \N -1543735 \N 2590.209 \N \N 73497326.28347 -999999999999898938.480337100 +2006-02-27 2001-09-25T08:26:47.300 BPskRWGA gcmrrVqQt6R \N \N \N -1543735 \N 2590.209 \N \N 73497326.28347 -999999999999898938.480337100 2015-02-20 \N \N HQKN4ASUraeL8NNNHh \N \N 54 3882526 -856 1.406034 -1.279787767916979e+16 \N \N \N -- !test_8 -- @@ -87,16 +87,16 @@ value 0 value value 0 value value value value value value value value value valu 9 99992 9 [9, null, 992] -- !test_9 -- -1993-07-09 2016-11-28T16:57:26.412 OAtaHgz9a7 Q true 6 -19 -38 9097047508263797290 7731680.0 -121728722.2031124 -1154.82 752082487.88019 5.7E-8 -1995-10-13 2018-07-25T13:28:16.353 6B1MKHZbNj Ue false -3 6483 -10 276697333351 66.8299 -2993435.894921361 0.50 -18062223.54616 5.964274135 -2003-05-21 2007-11-19T11:40:17.021 Wl7r6JqbodTF9RZjg2M cXiMBdxi4r4Lhd false 15 -32768 54878688 -464978533025156213 8051.383 -33985165651.60472 -243.23 181891130.71682 460802553225718373.114208380 -2004-11-10 2007-11-15T20:35:43.718 KQ KH false 0 -16257 272 38140166608 -1.679896E8 428194.3986519449 5497.48 10.46596 -420009827642394960.188567358 -2008-04-22 2002-12-25T12:09:16.420 4kH5O5ybnFKPBl 4xJ0bhE false -128 1 -1 548713867 -9408828.0 -3586.981150391522 1133.39 0.00001 -999999999999994163.822122718 -2009-03-31 2012-12-03T18:43:27.198 zwqN6MyIt0sXgtS famUtQ89d false 0 3 -11386 -912910402761414 -2.174159 -160640974619.1197 -846.12 -71235588.43915 -999999999999987320.759086933 -2010-10-31 2005-04-17T12:03:23.494 X5BgkX8vfQaR1 0L0cjpDeR true -128 2347 170 -9223372036854775808 -19973.1 -67.78219076624707 7733.21 -745864683.31989 0.000049816 -2012-04-25 2019-01-25T18:10:14.405 dSy2VDH 3hAt false 2 28294 216429 16924943782792692 12260.86 -86480240881.19473 -1296.28 233593957.16006 45878.254447167 -2014-10-30 2009-01-11T11:00:19.863 rRisIUbjYGag5b HImOsPm3xAK5E true -14 2363 -9226116 -1457371919909538548 -5.189642E7 0 -5784.72 437105919.24636 -999999999999999299.479624925 -2018-07-13 2009-06-10T01:57:16.892 JB Frti1wqV5kkrGusZ1H true 14 -6 59221576 -408428197 -0.1664757 -2516558996473.452 9621.02 0.26084 -42325491533103445.913484694 +1993-07-09 2016-11-28T08:57:26.412 OAtaHgz9a7 Q true 6 -19 -38 9097047508263797290 7731680.0 -121728722.2031124 -1154.82 752082487.88019 5.7E-8 +1995-10-13 2018-07-25T05:28:16.353 6B1MKHZbNj Ue false -3 6483 -10 276697333351 66.8299 -2993435.894921361 0.50 -18062223.54616 5.964274135 +2003-05-21 2007-11-19T03:40:17.021 Wl7r6JqbodTF9RZjg2M cXiMBdxi4r4Lhd false 15 -32768 54878688 -464978533025156213 8051.383 -33985165651.60472 -243.23 181891130.71682 460802553225718373.114208380 +2004-11-10 2007-11-15T12:35:43.718 KQ KH false 0 -16257 272 38140166608 -1.679896E8 428194.3986519449 5497.48 10.46596 -420009827642394960.188567358 +2008-04-22 2002-12-25T04:09:16.420 4kH5O5ybnFKPBl 4xJ0bhE false -128 1 -1 548713867 -9408828.0 -3586.981150391522 1133.39 0.00001 -999999999999994163.822122718 +2009-03-31 2012-12-03T10:43:27.198 zwqN6MyIt0sXgtS famUtQ89d false 0 3 -11386 -912910402761414 -2.174159 -160640974619.1197 -846.12 -71235588.43915 -999999999999987320.759086933 +2010-10-31 2005-04-17T04:03:23.494 X5BgkX8vfQaR1 0L0cjpDeR true -128 2347 170 -9223372036854775808 -19973.1 -67.78219076624707 7733.21 -745864683.31989 0.000049816 +2012-04-25 2019-01-25T10:10:14.405 dSy2VDH 3hAt false 2 28294 216429 16924943782792692 12260.86 -86480240881.19473 -1296.28 233593957.16006 45878.254447167 +2014-10-30 2009-01-11T03:00:19.863 rRisIUbjYGag5b HImOsPm3xAK5E true -14 2363 -9226116 -1457371919909538548 -5.189642E7 0 -5784.72 437105919.24636 -999999999999999299.479624925 +2018-07-13 2009-06-09T17:57:16.892 JB Frti1wqV5kkrGusZ1H true 14 -6 59221576 -408428197 -0.1664757 -2516558996473.452 9621.02 0.26084 -42325491533103445.913484694 -- !test_10 -- [["1"], ["2"], ["3"]] @@ -112,9 +112,9 @@ value 0 value value 0 value value value value value value value value value valu -- !test_11 -- \N \N F1d35xOVJG31IoyAHK false \N \N \N -16116431125110 0.7584148 \N 4482.69 \N 267447479231804607.470906473 -\N 2003-10-28T06:03:36.804 O04hp8wtzdC7zSYtc \N \N -18 -545 -3047 1533338786768 \N \N 3264.23 \N \N -\N 2008-03-21T15:03:02.757 \N JcKkM true 127 7173 2469 -268023590206237 \N -297771931599.887 -5662.19 \N \N -1996-12-30 2001-03-24T05:23:39.359 vOnbg7cMnCWq \N \N 6 -6 \N 1190871035109913 \N -1.128227048915135e+18 \N -780234040.86481 \N +\N 2003-10-27T22:03:36.804 O04hp8wtzdC7zSYtc \N \N -18 -545 -3047 1533338786768 \N \N 3264.23 \N \N +\N 2008-03-21T07:03:02.757 \N JcKkM true 127 7173 2469 -268023590206237 \N -297771931599.887 -5662.19 \N \N +1996-12-30 2001-03-23T21:23:39.359 vOnbg7cMnCWq \N \N 6 -6 \N 1190871035109913 \N -1.128227048915135e+18 \N -780234040.86481 \N 2005-04-12 \N y1eanPF IgkoA66BE3OXDl52 true -12 \N \N 31341103465938607 \N \N -3815.76 -999999998.00657 8971757.612018771 2006-01-15 \N \N \N true 40 \N \N \N \N 224.4690878435726 4164.91 \N 5676520121029773.581110883 2008-11-08 \N \N 1VhVt9Epflt7ROPA7 false 60 -3464 0 22085294 -5553881.0 2.171085895925136e+16 7397.38 \N 0.001711346 @@ -148,14 +148,14 @@ value 0 value value 0 value value value value value value value value value valu -- !test_14 -- \N \N 2 \N true \N \N 137 112616312904 \N \N \N -611304404.17092 \N -\N 2005-05-13T23:13:16.418 \N ysoW5wqFAFri \N \N -7 1 -9351934 -451883.7 \N -3982.29 14533783.04822 -997466062686998917.734291979 -\N 2005-06-16T22:34:54.817 njmbivb \N true 41 \N \N -1966215586 \N \N \N \N -712077536464721044.286680021 -\N 2015-02-04T07:41:27.652 \N dGdjfud4s false 2 \N -4961107 68485728 -1.278023E7 \N \N -999909210.29165 \N -\N 2019-10-18T09:37:55.423 5HsKkeBW6H3d \N -3 302 \N \N \N -66.98652227375422 \N 789667232.73094 -999999999999999758.850088265 -1992-01-06 2010-06-10T12:28:28.020 \N \N true \N \N \N -7966 70028.09 \N \N -999998056.04185 \N +\N 2005-05-13T15:13:16.418 \N ysoW5wqFAFri \N \N -7 1 -9351934 -451883.7 \N -3982.29 14533783.04822 -997466062686998917.734291979 +\N 2005-06-16T14:34:54.817 njmbivb \N true 41 \N \N -1966215586 \N \N \N \N -712077536464721044.286680021 +\N 2015-02-03T23:41:27.652 \N dGdjfud4s false 2 \N -4961107 68485728 -1.278023E7 \N \N -999909210.29165 \N +\N 2019-10-18T01:37:55.423 5HsKkeBW6H3d \N -3 302 \N \N \N -66.98652227375422 \N 789667232.73094 -999999999999999758.850088265 +1992-01-06 2010-06-10T04:28:28.020 \N \N true \N \N \N -7966 70028.09 \N \N -999998056.04185 \N 1992-06-29 \N u7i 9vO76 \N \N 20 -11221855 \N -2.909401 \N -5862.49 -999999999.00409 \N 2005-10-06 \N 3o6hR \N false -24 -16 \N \N 380006.3 \N \N 925890570.30189 \N -2008-05-20 2011-08-26T14:18:47.434 8k22z uavd6EwXTAcR0bSANw3 \N \N \N \N -138646833896913 -5210.832 \N 0.60 10992151.97185 \N +2008-05-20 2011-08-26T06:18:47.434 8k22z uavd6EwXTAcR0bSANw3 \N \N \N \N -138646833896913 -5210.832 \N 0.60 10992151.97185 \N 2016-11-11 \N IbOPGImUgG4Y5sy \N \N 2 -354 \N \N -655341.2 \N -7489.70 -999999999.88004 711135859187441144.808999832 -- !test_15 -- @@ -169,16 +169,16 @@ value 0 value value 0 value value value value value value value value value valu 6  -- !test_18 -- -2002-09-08 2003-01-28T13:11:07.683 8X qp3jpOhuc3eeZn03znr false 4 -900 64505843 8210173644705794 3.94371584E8 103534.6075051678 -900.39 -186247140.75010 114045.570460308 -2003-05-08 2008-01-06T10:29:02.211 SItDIC3uwANKX true -55 8696 489616 1019447917106 12.38736 -1293790206.959883 79.85 -542890844.45144 -145238424377195751.171188385 -2005-04-08 2021-02-01T14:11:49.630 3v Gx8QKePDvCwF7aGy true -14 -61 10760 -331135 49217.85 -234153.6911193004 4.89 -494030422.71905 -312769651681244534.280137860 -2016-09-09 2006-03-11T00:35:44.612 DWaJDqg0 V false 3 32767 2 5615011 -1.387982E7 -2.750639816473331e+17 9082.52 -569497743.72838 4.49E-7 -2017-09-06 2004-03-06T08:56:42.061 K F true -3 -883 -28 414773929736 -751990.1 12.12531144274905 -4100.43 711833124.68878 94632666424.390004677 -2018-09-24 2018-10-17T02:12:51.210 tQP16Gpgj dCQW9h1a true 1 753 -2062674302 -29320118537 -8.0908749E8 2310.039844142755 19.59 -999980581.24367 123524421718.093704007 -2019-08-02 2016-12-14T08:41:05.186 wTZ848PxJqEnaBMD kkDfs true 0 286 -1550 -6562177520288 0.9325238 14965275933.70474 0.02 -312990864.87022 511700796202755649.975651452 -2020-04-21 2020-02-17T21:43:21.471 Q eONgENF3D false 2 600 20290 -3 16499.78 -17287107871.53508 7761.82 -862509993.55026 36332045.071458104 -2020-06-03 2018-02-15T22:14:24.682 A6d8 uKDub4rKu8GIrdIC false -108 -29 -1037025 3328152340705000 7.3087091E8 -54596924.56914027 5259.55 0.00479 143368958436554803.272255766 -2021-07-13 2020-02-29T15:28:52.649 asPkr665RxfA9h szPIvfcywrcGU true 127 15 2963 632 -2.110992E8 14466304061.33279 -8252.28 -371633465.36918 0.000407358 +2002-09-08 2003-01-28T05:11:07.683 8X qp3jpOhuc3eeZn03znr false 4 -900 64505843 8210173644705794 3.94371584E8 103534.6075051678 -900.39 -186247140.75010 114045.570460308 +2003-05-08 2008-01-06T02:29:02.211 SItDIC3uwANKX true -55 8696 489616 1019447917106 12.38736 -1293790206.959883 79.85 -542890844.45144 -145238424377195751.171188385 +2005-04-08 2021-02-01T06:11:49.630 3v Gx8QKePDvCwF7aGy true -14 -61 10760 -331135 49217.85 -234153.6911193004 4.89 -494030422.71905 -312769651681244534.280137860 +2016-09-09 2006-03-10T16:35:44.612 DWaJDqg0 V false 3 32767 2 5615011 -1.387982E7 -2.750639816473331e+17 9082.52 -569497743.72838 4.49E-7 +2017-09-06 2004-03-06T00:56:42.061 K F true -3 -883 -28 414773929736 -751990.1 12.12531144274905 -4100.43 711833124.68878 94632666424.390004677 +2018-09-24 2018-10-16T18:12:51.210 tQP16Gpgj dCQW9h1a true 1 753 -2062674302 -29320118537 -8.0908749E8 2310.039844142755 19.59 -999980581.24367 123524421718.093704007 +2019-08-02 2016-12-14T00:41:05.186 wTZ848PxJqEnaBMD kkDfs true 0 286 -1550 -6562177520288 0.9325238 14965275933.70474 0.02 -312990864.87022 511700796202755649.975651452 +2020-04-21 2020-02-17T13:43:21.471 Q eONgENF3D false 2 600 20290 -3 16499.78 -17287107871.53508 7761.82 -862509993.55026 36332045.071458104 +2020-06-03 2018-02-15T14:14:24.682 A6d8 uKDub4rKu8GIrdIC false -108 -29 -1037025 3328152340705000 7.3087091E8 -54596924.56914027 5259.55 0.00479 143368958436554803.272255766 +2021-07-13 2020-02-29T07:28:52.649 asPkr665RxfA9h szPIvfcywrcGU true 127 15 2963 632 -2.110992E8 14466304061.33279 -8252.28 -371633465.36918 0.000407358 -- !test_19 -- 1 Customer#000000001 IVhzIApeRb ot,c,E 15 25-989-741-2988 711.56 BUILDING to the even, regular platelets. regular, ironic epitaphs nag e @@ -195,14 +195,14 @@ value 0 value value 0 value value value value value value value value value valu -- !test_20 -- \N \N \N \N \N \N \N 291 \N 39147.38 \N \N -816181887.32042 61270.940141523 \N \N WcxU7O4Hm2xrbrmKQ6n \N \N \N \N -2 245703305612 \N -2.04051912684475e+17 140.27 \N 469154562686611464.327886993 -\N 2002-12-02T00:36:11.314 \N FMI \N \N 13 9168 12891941282 990.1851 -54.07166021867196 -9974.61 735195658.19245 \N -\N 2011-08-30T06:35:52.701 \N \N \N 0 \N \N -443556077 \N \N \N -350110268.13106 \N -\N 2016-02-14T05:57:43.183 \N \N \N \N -147 \N \N \N 105719.4255176597 \N 300569778.99094 \N -\N 2019-10-08T15:55:55.986 9Ooqi \N \N \N \N \N -3004445243511957620 83.40178 \N \N -870347656.09195 323665571958231388.269910350 -1993-03-25 2012-08-03T11:23:01.478 \N \N true 86 -27004 6104 224268356114751076 -3560930.0 0.3358768327568655 1953.28 -761257627.82180 971048314430408841.695829480 +\N 2002-12-01T16:36:11.314 \N FMI \N \N 13 9168 12891941282 990.1851 -54.07166021867196 -9974.61 735195658.19245 \N +\N 2011-08-29T22:35:52.701 \N \N \N 0 \N \N -443556077 \N \N \N -350110268.13106 \N +\N 2016-02-13T21:57:43.183 \N \N \N \N -147 \N \N \N 105719.4255176597 \N 300569778.99094 \N +\N 2019-10-08T07:55:55.986 9Ooqi \N \N \N \N \N -3004445243511957620 83.40178 \N \N -870347656.09195 323665571958231388.269910350 +1993-03-25 2012-08-03T03:23:01.478 \N \N true 86 -27004 6104 224268356114751076 -3560930.0 0.3358768327568655 1953.28 -761257627.82180 971048314430408841.695829480 1997-08-31 \N EvqlJD2guEwZAIr MoKkyVc4uQpvf \N \N -97 353044 \N -782142.8 \N \N \N \N -2002-08-12 2005-09-07T04:48:42.429 rafciKRbnAZdvp \N true \N \N \N \N \N \N 3952.04 383675819.57043 \N -2003-08-04 2002-06-04T13:57:07.609 \N xPwEiNepXBk5gNJBpBR \N -1 -629 120514580 650311539060 \N \N 4924.61 \N \N +2002-08-12 2005-09-06T20:48:42.429 rafciKRbnAZdvp \N true \N \N \N \N \N \N 3952.04 383675819.57043 \N +2003-08-04 2002-06-04T05:57:07.609 \N xPwEiNepXBk5gNJBpBR \N -1 -629 120514580 650311539060 \N \N 4924.61 \N \N -- !test_21 -- 1 {"a":1} {"a":"a", "b":1} @@ -263,31 +263,31 @@ value 0 value value 0 value value value value value value value value value valu [["1"], ["2"], ["3"]] -- !test_28 -- -1993-06-01 2018-04-10T17:13:52.824 MHOTXTBClN 8UK false 109 -694 195 -13726981971 -1702638.0 -1607.505167959101 2455.64 27.78291 -999999999893414493.163433192 -1993-11-27 2005-04-26T04:21:29.567 mVP1sPLw89dqSh duVqO93GAW0TMab true 4 2 -710439346 438693955904002 -52187.16 -3815209.846927328 4360.87 542541791.18857 -318806180479147509.931466623 -1994-09-08 2009-08-07T11:16:19.122 4hJ0sOZMUM8rJLj BS true -17 -16568 1 553260146989808 -1297636.0 3.855932905989339e+16 -6716.04 273137853.92911 -569638083965584851.911245365 -2001-05-09 2021-10-23T07:10:42.501 k9azcT cJQnLLhLi1L false 107 -259 2725 1 70.45084 6.648256255495498e+16 2033.37 925329758.57587 0.001725467 -2005-04-22 2003-10-01T03:29:20.952 FNKT RuEup false 46 -10 4025 13801261311498 -1.68063296E8 -47.60461662053456 -3441.21 33326814.68001 827943523557240735.204869090 -2006-02-08 2016-07-12T05:00:20.134 O2V01ZFAUc5N1SrBZy U3zFVx2J1p4lRV7MD true -5 -17359 45903040 2058536974681213 177.0258 -688336389133906.5 1220.68 -999998385.95779 68817903234581.252697042 -2006-02-27 2020-04-09T12:50:56.697 obhNELQRgH6g9lfimq CJvlpx2Tv2em true -46 13 193 357682430329 3329588.0 26.06508496540823 -5413.09 -130481893.47558 469231731687303886.025289187 -2006-10-23 2003-10-30T13:01:54.580 E8U7Bv6O true -100 4402 5275 -4434303290 -1.01665798E9 -6197594101754.311 -3673.02 0.03154 123870631987912211.391062272 -2011-11-15 2014-09-15T12:24:19.721 Teso2e gXkyK528n false -128 40 -2 781 -0.05770421 -4.466107229397915e+16 330.35 -896716537.57214 519829000681966303.281283646 -2018-08-19 2004-08-09T04:07:44.845 rZvadRhXBNdlrwD ZALemg false 29 -1 -965071489 -1765826 -5.31722E7 42486674436.94251 449.69 -989134835.82182 -999999999999999999.990363473 +1993-06-01 2018-04-10T09:13:52.824 MHOTXTBClN 8UK false 109 -694 195 -13726981971 -1702638.0 -1607.505167959101 2455.64 27.78291 -999999999893414493.163433192 +1993-11-27 2005-04-25T20:21:29.567 mVP1sPLw89dqSh duVqO93GAW0TMab true 4 2 -710439346 438693955904002 -52187.16 -3815209.846927328 4360.87 542541791.18857 -318806180479147509.931466623 +1994-09-08 2009-08-07T03:16:19.122 4hJ0sOZMUM8rJLj BS true -17 -16568 1 553260146989808 -1297636.0 3.855932905989339e+16 -6716.04 273137853.92911 -569638083965584851.911245365 +2001-05-09 2021-10-22T23:10:42.501 k9azcT cJQnLLhLi1L false 107 -259 2725 1 70.45084 6.648256255495498e+16 2033.37 925329758.57587 0.001725467 +2005-04-22 2003-09-30T19:29:20.952 FNKT RuEup false 46 -10 4025 13801261311498 -1.68063296E8 -47.60461662053456 -3441.21 33326814.68001 827943523557240735.204869090 +2006-02-08 2016-07-11T21:00:20.134 O2V01ZFAUc5N1SrBZy U3zFVx2J1p4lRV7MD true -5 -17359 45903040 2058536974681213 177.0258 -688336389133906.5 1220.68 -999998385.95779 68817903234581.252697042 +2006-02-27 2020-04-09T04:50:56.697 obhNELQRgH6g9lfimq CJvlpx2Tv2em true -46 13 193 357682430329 3329588.0 26.06508496540823 -5413.09 -130481893.47558 469231731687303886.025289187 +2006-10-23 2003-10-30T05:01:54.580 E8U7Bv6O true -100 4402 5275 -4434303290 -1.01665798E9 -6197594101754.311 -3673.02 0.03154 123870631987912211.391062272 +2011-11-15 2014-09-15T04:24:19.721 Teso2e gXkyK528n false -128 40 -2 781 -0.05770421 -4.466107229397915e+16 330.35 -896716537.57214 519829000681966303.281283646 +2018-08-19 2004-08-08T20:07:44.845 rZvadRhXBNdlrwD ZALemg false 29 -1 -965071489 -1765826 -5.31722E7 42486674436.94251 449.69 -989134835.82182 -999999999999999999.990363473 -- !test_29 -- -1990-09-14 2010-05-24T00:29:22.086 RZd8Fol2 kTYLrR6YpBV4YrGe6GJ true 47 \N -1059875306 5110434996844838 \N -1211.746555695639 8608.24 -469562994.41053 \N +1990-09-14 2010-05-23T16:29:22.086 RZd8Fol2 kTYLrR6YpBV4YrGe6GJ true 47 \N -1059875306 5110434996844838 \N -1211.746555695639 8608.24 -469562994.41053 \N -- !test_30 -- \N \N \N GGQ3GKDEKFx4pCO false -6 \N 1758480 \N \N \N -9999.92 261658953.76656 \N \N \N \N b0ELn \N -88 \N \N 114626475407551 \N 641.9788873396103 \N \N \N \N \N \N uy true \N \N -1912073838 -32124366597410108 \N -16001891925897.45 -9998.98 157588649.93899 5481236331293411.919263188 \N \N wi \N \N \N \N \N \N 1.106744E8 \N \N 740120594.78737 0.488577228 -\N 2020-06-25T19:16:55.522 \N \N \N 51 \N 1525569 514725 -0.7716029 -15.16433905752949 \N 18436691.83034 \N -2011-05-01 2015-05-05T10:31:42.359 OnEJp9TRBl4g ruTLeXH6Xh8YLi \N \N \N -520 -1414566394050596 \N 268240689620402.2 \N \N \N -2015-10-06 2016-03-21T17:00:33.021 tsjvqYAu \N \N 21 -588744001 -610456926992694 \N \N 347.71 516467205.01627 329683922415812795.124208836 +\N 2020-06-25T11:16:55.522 \N \N \N 51 \N 1525569 514725 -0.7716029 -15.16433905752949 \N 18436691.83034 \N +2011-05-01 2015-05-05T02:31:42.359 OnEJp9TRBl4g ruTLeXH6Xh8YLi \N \N \N -520 -1414566394050596 \N 268240689620402.2 \N \N \N +2015-10-06 2016-03-21T09:00:33.021 tsjvqYAu \N \N 21 -588744001 -610456926992694 \N \N 347.71 516467205.01627 329683922415812795.124208836 2016-05-09 \N \N false -1 2 \N \N \N -410157781684380.6 -8499.34 \N -442949280946678321.087072493 2020-04-09 \N jmnUDJIq NK5dKGb \N -2 24529 -462099 53667311088374226 \N 2330.39386823334 \N 338811455.89151 \N -2020-12-16 2010-10-30T17:35:13.116 csVYmrP9cLKzq \N false 14 -455 \N \N 1.21245E7 \N \N -691583845.86904 \N +2020-12-16 2010-10-30T09:35:13.116 csVYmrP9cLKzq \N false 14 -455 \N \N 1.21245E7 \N \N -691583845.86904 \N -- !test_31 -- ["1"] @@ -314,23 +314,23 @@ SINGLE_ITEM {"limitTag":false} -- !test_33 -- -1990-02-21 2012-11-01T07:08:20.929 ImrmK10nqXofuJ YQtKCNpBL42UJfykj9 true -124 -12616 -2147483648 -67731985705176135 -6.5918528E7 -2.748174175029641e+18 179.99 0.01610 -897288714445017375.459313317 -1997-02-05 2001-09-25T10:14:11.771 78xHKpQTg g true -128 32767 -616201217 31014898 -8578.377 -1.677798880876122 -9999.75 582725944.11517 0.093275561 -1997-07-04 2020-02-18T11:05:40.350 dZ75dwyBHu Q false 2 5 2855 52962 3569.957 73.39598490486459 -9988.67 534632185.88460 739668509720211560.038685772 -2000-12-10 2006-04-29T13:36:10.932 30PUkPEjg yDpEu true 127 -46 22 -14591 9.4648928E7 53116.45202971164 2218.71 -999999999.99972 -999999999697088351.830142154 -2003-12-26 2012-07-17T07:27:13.003 6iAuQndnuV 0 true -13 -1 9394 8533950590 -1.455696E7 1872.817972229336 -1995.49 -999999999.99996 -468409029198915838.191775790 -2004-11-09 2018-09-10T15:25:09.832 bKvCqcmjigGZF6m 3z9DpIQtvbcbZ false 4 29126 -7851198 6647298083 -467437.3 -126.7522229749863 1402.15 0.00726 3191411356.484232654 -2005-07-10 2005-01-15T07:22:56.154 QewxF41E3jEF eN1TV19Rntx9qXxo false -101 736 -3 836825 -418692.5 -196125.3995570403 -6328.06 0.00068 -999999999999972866.982146783 -2013-07-26 2014-05-22T07:26:21.340 G5nyDkEZ3yrqX4D false -128 32767 -93 19577135702247335 -207222.9 169161723648672.8 -2821.07 -658186555.33968 319263362007.627792379 -2018-03-05 2010-05-14T18:28:32.238 8 E false 4 -1086 -101 -502 -40.63856 -168139090585.4518 9117.01 -330067900.83006 71856700793137.221604271 -2021-10-30 2006-05-08T11:19:17.414 cB5lU ACXBhPBLyYaSeEhhGOK false -3 941 25 -5 -1.77348608E8 -1.06923644492037e+17 -6757.02 -886964956.30550 -999999910882130931.136697944 +1990-02-21 2012-10-31T23:08:20.929 ImrmK10nqXofuJ YQtKCNpBL42UJfykj9 true -124 -12616 -2147483648 -67731985705176135 -6.5918528E7 -2.748174175029641e+18 179.99 0.01610 -897288714445017375.459313317 +1997-02-05 2001-09-25T02:14:11.771 78xHKpQTg g true -128 32767 -616201217 31014898 -8578.377 -1.677798880876122 -9999.75 582725944.11517 0.093275561 +1997-07-04 2020-02-18T03:05:40.350 dZ75dwyBHu Q false 2 5 2855 52962 3569.957 73.39598490486459 -9988.67 534632185.88460 739668509720211560.038685772 +2000-12-10 2006-04-29T05:36:10.932 30PUkPEjg yDpEu true 127 -46 22 -14591 9.4648928E7 53116.45202971164 2218.71 -999999999.99972 -999999999697088351.830142154 +2003-12-26 2012-07-16T23:27:13.003 6iAuQndnuV 0 true -13 -1 9394 8533950590 -1.455696E7 1872.817972229336 -1995.49 -999999999.99996 -468409029198915838.191775790 +2004-11-09 2018-09-10T07:25:09.832 bKvCqcmjigGZF6m 3z9DpIQtvbcbZ false 4 29126 -7851198 6647298083 -467437.3 -126.7522229749863 1402.15 0.00726 3191411356.484232654 +2005-07-10 2005-01-14T23:22:56.154 QewxF41E3jEF eN1TV19Rntx9qXxo false -101 736 -3 836825 -418692.5 -196125.3995570403 -6328.06 0.00068 -999999999999972866.982146783 +2013-07-26 2014-05-21T23:26:21.340 G5nyDkEZ3yrqX4D false -128 32767 -93 19577135702247335 -207222.9 169161723648672.8 -2821.07 -658186555.33968 319263362007.627792379 +2018-03-05 2010-05-14T10:28:32.238 8 E false 4 -1086 -101 -502 -40.63856 -168139090585.4518 9117.01 -330067900.83006 71856700793137.221604271 +2021-10-30 2006-05-08T03:19:17.414 cB5lU ACXBhPBLyYaSeEhhGOK false -3 941 25 -5 -1.77348608E8 -1.06923644492037e+17 -6757.02 -886964956.30550 -999999910882130931.136697944 -- !test_34 -- \N -2023-04-29T00:40:22.618760 -2023-04-29T00:40:22.618760 -2023-04-29T00:40:22.618760 -2023-04-29T00:40:22.618760 +2023-04-28T16:40:22.618760 +2023-04-28T16:40:22.618760 +2023-04-28T16:40:22.618760 +2023-04-28T16:40:22.618760 -- !test_35 -- 0 {"b1":0, "b2":0} {0:0} @@ -399,42 +399,42 @@ parquet_data_file.parquet 2 9 99992 9 [9, null, 992] -- !test_42 -- -1990-10-15 2012-05-29T03:10:37.964 qwWJdCpg OAX5WUvk true -128 8 70201 415992747803601 277691.1 698305821.9301682 5236.50 -915747844.59052 -151809513929934942.371226079 -1995-10-24 2004-01-30T21:00:30.486 tEJO5k75lgvTD true 24 2729 890274705 -13248059 -6.7806032E7 -23473176209.90597 5749.02 417.66104 -377237991904019590.464639292 -1996-03-14 2017-06-22T13:25:19.097 IbFcGpq4Dt hNVle1Icvtb false 1 32767 1433164198 734505698338 -4.526574 -78334509811.75497 3521.68 649748177.57451 0.000010449 -2000-03-14 2020-10-05T19:55:20.362 xqIlQ Zwam true -51 -5 -1006 -9223372036854775808 8.0106872E7 -197245175397986 2687.46 0.60408 -905703471809530507.253916180 -2007-06-11 2010-11-01T00:57:02.744 yrAziDOB iH2adlVi7g5cx4Cyh true -1 -2337 858955 14873402064357665 -4239774.0 -294873846030.8438 -4115.82 302548072.65452 2192082088530.236826232 -2011-10-14 2019-05-22T01:20:17.910 3xT J1yXHBr true 127 -189 74072 -2126 1.45417696E8 9621.719542471843 2662.49 356503871.73248 675081427984.952655367 -2012-03-22 2021-12-22T14:24:40.395 BqheA3qJO1bM91yX sqOxIZxewcIOIiP false -27 -12868 21290790 64434563 -1.46099904E8 -134089569.0511059 6632.68 -999999999.99946 13208046.785158373 -2014-06-13 2017-06-28T04:08:04.993 QfTk XycLETfYi9T9 false 61 280 -31133708 -206 -5.759916 -6.914461224115192e+18 -5262.14 721969037.46596 14986373522438733.195695080 -2015-12-25 2015-07-12T12:14:21.599 84 false -2 2743 46577299 -127300633 -12.78254 44811233853.52415 8451.82 454242344.81844 -999999999999997310.190565741 -2019-07-04 2008-03-12T09:21:53.699 Vi2jfRquzess3Wp QzvCGCUwBZ false -128 -5 7704448 -76164530828 29.64875 5460285013113021 -9188.58 -999992594.11003 -999997183115766047.908014305 +1990-10-15 2012-05-28T19:10:37.964 qwWJdCpg OAX5WUvk true -128 8 70201 415992747803601 277691.1 698305821.9301682 5236.50 -915747844.59052 -151809513929934942.371226079 +1995-10-24 2004-01-30T13:00:30.486 tEJO5k75lgvTD true 24 2729 890274705 -13248059 -6.7806032E7 -23473176209.90597 5749.02 417.66104 -377237991904019590.464639292 +1996-03-14 2017-06-22T05:25:19.097 IbFcGpq4Dt hNVle1Icvtb false 1 32767 1433164198 734505698338 -4.526574 -78334509811.75497 3521.68 649748177.57451 0.000010449 +2000-03-14 2020-10-05T11:55:20.362 xqIlQ Zwam true -51 -5 -1006 -9223372036854775808 8.0106872E7 -197245175397986 2687.46 0.60408 -905703471809530507.253916180 +2007-06-11 2010-10-31T16:57:02.744 yrAziDOB iH2adlVi7g5cx4Cyh true -1 -2337 858955 14873402064357665 -4239774.0 -294873846030.8438 -4115.82 302548072.65452 2192082088530.236826232 +2011-10-14 2019-05-21T17:20:17.910 3xT J1yXHBr true 127 -189 74072 -2126 1.45417696E8 9621.719542471843 2662.49 356503871.73248 675081427984.952655367 +2012-03-22 2021-12-22T06:24:40.395 BqheA3qJO1bM91yX sqOxIZxewcIOIiP false -27 -12868 21290790 64434563 -1.46099904E8 -134089569.0511059 6632.68 -999999999.99946 13208046.785158373 +2014-06-13 2017-06-27T20:08:04.993 QfTk XycLETfYi9T9 false 61 280 -31133708 -206 -5.759916 -6.914461224115192e+18 -5262.14 721969037.46596 14986373522438733.195695080 +2015-12-25 2015-07-12T04:14:21.599 84 false -2 2743 46577299 -127300633 -12.78254 44811233853.52415 8451.82 454242344.81844 -999999999999997310.190565741 +2019-07-04 2008-03-12T01:21:53.699 Vi2jfRquzess3Wp QzvCGCUwBZ false -128 -5 7704448 -76164530828 29.64875 5460285013113021 -9188.58 -999992594.11003 -999997183115766047.908014305 -- !test_43 -- \N \N NRtUp4mIn6 \N \N 81 61 14662764 \N \N 24.76579004869427 -7093.75 -508742383.78760 \N \N \N RTZIjxAvxiuya2O sxKm4 false \N \N -2920 \N -1.684244E7 89589245.12385154 -4844.93 0.00000 -999999078390954433.266521050 -\N 2006-11-27T23:08:53.637 ir78 21LsWbsSvr1w31bFIge false 4 \N -253 \N -0.7320864 36343026.9159499 \N \N 0.000419719 -\N 2013-02-20T10:17:53.692 \N 9A6xyElnTReuD7y \N -120 9559 4 -879625317 -2468.177 \N 7674.13 \N 822001113348911013.353861458 -\N 2019-12-27T03:18:59.650 CKAEWKO6KXdMH5 \N false \N \N -2616198 \N -6497.424 \N \N \N \N +\N 2006-11-27T15:08:53.637 ir78 21LsWbsSvr1w31bFIge false 4 \N -253 \N -0.7320864 36343026.9159499 \N \N 0.000419719 +\N 2013-02-20T02:17:53.692 \N 9A6xyElnTReuD7y \N -120 9559 4 -879625317 -2468.177 \N 7674.13 \N 822001113348911013.353861458 +\N 2019-12-26T19:18:59.650 CKAEWKO6KXdMH5 \N false \N \N -2616198 \N -6497.424 \N \N \N \N 1995-04-19 \N \N \N \N \N \N \N -3758662708917 \N 15079428976.45838 -4499.76 \N \N 2011-08-29 \N X5sOCL \N \N \N 32767 -159726 7549920896729 \N -1722.752843791083 8563.72 \N 396140954904591.906214897 -2012-01-16 2015-04-10T02:22:47.570 \N \N true 117 \N 1 13105467619782 -3050.602 -1913.374330370559 -8505.21 \N \N +2012-01-16 2015-04-09T18:22:47.570 \N \N true 117 \N 1 13105467619782 -3050.602 -1913.374330370559 -8505.21 \N \N 2014-06-19 \N e 6 false -23 3 -22865 1121243794 1.36607002E9 \N \N 573087963.56260 -999999999999999999.999999989 -2019-07-13 2014-12-26T17:36:32.015 pZ B true -1 -1652 3 -717976107 4.683132E7 187044292546452.3 -3250.34 -683065719.90078 -999999999999999996.167109911 +2019-07-13 2014-12-26T09:36:32.015 pZ B true -1 -1652 3 -717976107 4.683132E7 187044292546452.3 -3250.34 -683065719.90078 -999999999999999996.167109911 -- !test_44 -- -- !test_45 -- -1991-06-01 2005-10-05T12:55:52.803 1l2Gn65kabMBXXwRjYc u7E5o false 2 -2 213 428562943575 435.2552 43.32856728620497 -4710.14 -999999999.99991 -436880549193609652.958539482 -2000-03-13 2006-06-09T06:52:35.413 TDcm true 1 -7472 -15341663 -129538814800626 -2.97772288E8 5.384143949269808e+17 4263.84 -999321187.22295 -6391367146305982.860036925 -2003-10-17 2016-06-27T01:24:45.343 XgdsmoxEAFn8jXdlS5K YiJ3rhVe true 2 0 1527 7700997125042 1.212632 1.022898355780803e+17 9060.14 727039787.02689 813586819130092898.615426235 -2004-05-07 2007-01-14T14:12:41.238 0t H2zTnyhHP9St false 0 32 206960 16621 -338.0919 1912.507370190854 0.01 32714754.84074 211319775403678702.066657740 -2009-09-25 2004-02-20T20:35:27.365 5bb WwSwysDYuED5VJm false -128 -4 51533 -4169945864799 90324.57 218744241804287.4 5900.23 655701181.79243 299238077925743041.896872344 -2010-04-13 2007-03-08T21:50:47.393 xgRYLcU false 40 -5 1 -16 1055.089 1415626.338734332 -5923.80 -241431028.99397 1.4E-8 -2010-10-10 2003-05-09T09:36:06.082 rAXG8uKttPK1 MmHlORGYt6 true 3 -1591 367 -6608084 1.70200205E9 1.710698211616725e+18 -5723.81 -673610194.00662 -999999999999999991.707182758 -2012-03-19 2015-10-01T23:13:42.342 jtiyfW84Ki9 8nXLc true -7 -4930 144 127 -109.4621 -50762.95206166508 0.36 111694542.21589 -999999999999798265.982290349 -2015-11-11 2021-10-12T05:25:50.721 mNAJVvwLtANmKv B7bZ5IXwij true 11 -56 92 -25882090133467 74298.34 0.434995867398801 6294.06 414483781.16850 -999999999999999999.999613855 -2019-04-06 2011-05-01T04:33:13.797 RhNmU1fI hLW9BaI7zAeH3 false 127 -2053 790 -241190 -10.89894 253.2984662146607 2770.64 3.27874 -549617965788434935.429869459 +1991-06-01 2005-10-05T04:55:52.803 1l2Gn65kabMBXXwRjYc u7E5o false 2 -2 213 428562943575 435.2552 43.32856728620497 -4710.14 -999999999.99991 -436880549193609652.958539482 +2000-03-13 2006-06-08T22:52:35.413 TDcm true 1 -7472 -15341663 -129538814800626 -2.97772288E8 5.384143949269808e+17 4263.84 -999321187.22295 -6391367146305982.860036925 +2003-10-17 2016-06-26T17:24:45.343 XgdsmoxEAFn8jXdlS5K YiJ3rhVe true 2 0 1527 7700997125042 1.212632 1.022898355780803e+17 9060.14 727039787.02689 813586819130092898.615426235 +2004-05-07 2007-01-14T06:12:41.238 0t H2zTnyhHP9St false 0 32 206960 16621 -338.0919 1912.507370190854 0.01 32714754.84074 211319775403678702.066657740 +2009-09-25 2004-02-20T12:35:27.365 5bb WwSwysDYuED5VJm false -128 -4 51533 -4169945864799 90324.57 218744241804287.4 5900.23 655701181.79243 299238077925743041.896872344 +2010-04-13 2007-03-08T13:50:47.393 xgRYLcU false 40 -5 1 -16 1055.089 1415626.338734332 -5923.80 -241431028.99397 1.4E-8 +2010-10-10 2003-05-09T01:36:06.082 rAXG8uKttPK1 MmHlORGYt6 true 3 -1591 367 -6608084 1.70200205E9 1.710698211616725e+18 -5723.81 -673610194.00662 -999999999999999991.707182758 +2012-03-19 2015-10-01T15:13:42.342 jtiyfW84Ki9 8nXLc true -7 -4930 144 127 -109.4621 -50762.95206166508 0.36 111694542.21589 -999999999999798265.982290349 +2015-11-11 2021-10-11T21:25:50.721 mNAJVvwLtANmKv B7bZ5IXwij true 11 -56 92 -25882090133467 74298.34 0.434995867398801 6294.06 414483781.16850 -999999999999999999.999613855 +2019-04-06 2011-04-30T20:33:13.797 RhNmU1fI hLW9BaI7zAeH3 false 127 -2053 790 -241190 -10.89894 253.2984662146607 2770.64 3.27874 -549617965788434935.429869459 -- !test_46 -- 1 {"age":10, "detail":{"height":150, "sex":1}} {1:{"height":100}} [{"height":140}] @@ -483,16 +483,16 @@ parquet_data_file.parquet 2 20230313151812747 20230313151812747_0_4 uuid:AA1 0e99d67b-6a4c-4aac-b3b0-b74735368a0f-0_0-140-3305_20230313151812747.parquet AA1 10 0 hello \N \N {"a":null, "b":{"key1":10}, "c":{"a":[10, 20], "b":{"a":10, "b":"world"}}} -- !test_52 -- -0 vin0 log_domain0 file_name0 is_collection0 is_center0 is_cloud0 2022-09-29T23:31:40.352203 2022-09-29T23:31:40.352203 2022-09-29T23:31:40.352203 error_collection_tips0 error_center_tips0 error_cloud_tips0 error_collection_time0 error_center_time0 error_cloud_time0 original_time0 0 -1 vin1 log_domain1 file_name1 is_collection1 is_center1 is_cloud1 2022-09-29T23:31:40.352203 2022-09-29T23:31:40.352203 2022-09-29T23:31:40.352203 error_collection_tips1 error_center_tips1 error_cloud_tips1 error_collection_time1 error_center_time1 error_cloud_time1 original_time1 0 -2 vin2 log_domain2 file_name2 is_collection2 is_center2 is_cloud2 2022-09-29T23:31:40.352203 2022-09-29T23:31:40.352203 2022-09-29T23:31:40.352203 error_collection_tips2 error_center_tips2 error_cloud_tips2 error_collection_time2 error_center_time2 error_cloud_time2 original_time2 0 -3 vin3 log_domain3 file_name3 is_collection3 is_center3 is_cloud3 2022-09-29T23:31:40.352203 2022-09-29T23:31:40.352203 2022-09-29T23:31:40.352203 error_collection_tips3 error_center_tips3 error_cloud_tips3 error_collection_time3 error_center_time3 error_cloud_time3 original_time3 0 -4 vin4 log_domain4 file_name4 is_collection4 is_center4 is_cloud4 2022-09-29T23:31:40.352203 2022-09-29T23:31:40.352203 2022-09-29T23:31:40.352203 error_collection_tips4 error_center_tips4 error_cloud_tips4 error_collection_time4 error_center_time4 error_cloud_time4 original_time4 0 -5 vin5 log_domain5 file_name5 is_collection5 is_center5 is_cloud5 2022-09-29T23:31:40.352203 2022-09-29T23:31:40.352203 2022-09-29T23:31:40.352203 error_collection_tips5 error_center_tips5 error_cloud_tips5 error_collection_time5 error_center_time5 error_cloud_time5 original_time5 0 -6 vin6 log_domain6 file_name6 is_collection6 is_center6 is_cloud6 2022-09-29T23:31:40.352203 2022-09-29T23:31:40.352203 2022-09-29T23:31:40.352203 error_collection_tips6 error_center_tips6 error_cloud_tips6 error_collection_time6 error_center_time6 error_cloud_time6 original_time6 0 -7 vin7 log_domain7 file_name7 is_collection7 is_center7 is_cloud7 2022-09-29T23:31:40.352203 2022-09-29T23:31:40.352203 2022-09-29T23:31:40.352203 error_collection_tips7 error_center_tips7 error_cloud_tips7 error_collection_time7 error_center_time7 error_cloud_time7 original_time7 0 -8 vin8 log_domain8 file_name8 is_collection8 is_center8 is_cloud8 2022-09-29T23:31:40.352203 2022-09-29T23:31:40.352203 2022-09-29T23:31:40.352203 error_collection_tips8 error_center_tips8 error_cloud_tips8 error_collection_time8 error_center_time8 error_cloud_time8 original_time8 0 -9 vin9 log_domain9 file_name9 is_collection9 is_center9 is_cloud9 2022-09-29T23:31:40.352203 2022-09-29T23:31:40.352203 2022-09-29T23:31:40.352203 error_collection_tips9 error_center_tips9 error_cloud_tips9 error_collection_time9 error_center_time9 error_cloud_time9 original_time9 0 +0 vin0 log_domain0 file_name0 is_collection0 is_center0 is_cloud0 2022-09-29T15:31:40.352203 2022-09-29T15:31:40.352203 2022-09-29T15:31:40.352203 error_collection_tips0 error_center_tips0 error_cloud_tips0 error_collection_time0 error_center_time0 error_cloud_time0 original_time0 0 +1 vin1 log_domain1 file_name1 is_collection1 is_center1 is_cloud1 2022-09-29T15:31:40.352203 2022-09-29T15:31:40.352203 2022-09-29T15:31:40.352203 error_collection_tips1 error_center_tips1 error_cloud_tips1 error_collection_time1 error_center_time1 error_cloud_time1 original_time1 0 +2 vin2 log_domain2 file_name2 is_collection2 is_center2 is_cloud2 2022-09-29T15:31:40.352203 2022-09-29T15:31:40.352203 2022-09-29T15:31:40.352203 error_collection_tips2 error_center_tips2 error_cloud_tips2 error_collection_time2 error_center_time2 error_cloud_time2 original_time2 0 +3 vin3 log_domain3 file_name3 is_collection3 is_center3 is_cloud3 2022-09-29T15:31:40.352203 2022-09-29T15:31:40.352203 2022-09-29T15:31:40.352203 error_collection_tips3 error_center_tips3 error_cloud_tips3 error_collection_time3 error_center_time3 error_cloud_time3 original_time3 0 +4 vin4 log_domain4 file_name4 is_collection4 is_center4 is_cloud4 2022-09-29T15:31:40.352203 2022-09-29T15:31:40.352203 2022-09-29T15:31:40.352203 error_collection_tips4 error_center_tips4 error_cloud_tips4 error_collection_time4 error_center_time4 error_cloud_time4 original_time4 0 +5 vin5 log_domain5 file_name5 is_collection5 is_center5 is_cloud5 2022-09-29T15:31:40.352203 2022-09-29T15:31:40.352203 2022-09-29T15:31:40.352203 error_collection_tips5 error_center_tips5 error_cloud_tips5 error_collection_time5 error_center_time5 error_cloud_time5 original_time5 0 +6 vin6 log_domain6 file_name6 is_collection6 is_center6 is_cloud6 2022-09-29T15:31:40.352203 2022-09-29T15:31:40.352203 2022-09-29T15:31:40.352203 error_collection_tips6 error_center_tips6 error_cloud_tips6 error_collection_time6 error_center_time6 error_cloud_time6 original_time6 0 +7 vin7 log_domain7 file_name7 is_collection7 is_center7 is_cloud7 2022-09-29T15:31:40.352203 2022-09-29T15:31:40.352203 2022-09-29T15:31:40.352203 error_collection_tips7 error_center_tips7 error_cloud_tips7 error_collection_time7 error_center_time7 error_cloud_time7 original_time7 0 +8 vin8 log_domain8 file_name8 is_collection8 is_center8 is_cloud8 2022-09-29T15:31:40.352203 2022-09-29T15:31:40.352203 2022-09-29T15:31:40.352203 error_collection_tips8 error_center_tips8 error_cloud_tips8 error_collection_time8 error_center_time8 error_cloud_time8 original_time8 0 +9 vin9 log_domain9 file_name9 is_collection9 is_center9 is_cloud9 2022-09-29T15:31:40.352203 2022-09-29T15:31:40.352203 2022-09-29T15:31:40.352203 error_collection_tips9 error_center_tips9 error_cloud_tips9 error_collection_time9 error_center_time9 error_cloud_time9 original_time9 0 -- !test_53 -- 0 {"b1":0, "b2":0} {0:0} @@ -570,18 +570,6 @@ hello {"x":"world", "y":"danny"} 5 {"k":8, "v":8} {"k":9, "v":9} --- !test_64 -- -0 1 -1 2 -2 3 -3 4 -4 5 -5 6 -6 7 -7 8 -8 9 -9 10 - -- !test_65 -- 1 20000 1 [1, null, 0] 10 19991 \N \N @@ -731,17 +719,30 @@ true -- !test_85 -- \N \N \N -2019-04-17T04:00 2019-04-17T04:00 2019-04-17T04:00 +2019-04-16T20:00 2019-04-16T20:00 2019-04-16T20:00 -- !test_86 -- 3 {"c2_2":{30:{"c2_2_3":"Hangzhou"}}, "c2_3":{"c2_3_2":null}, "c2_4":{"c2_4_1":null}} [null, {{"c3_1":300, "c3_2":null}:null}, {{"c3_1":null, "c3_2":1}:[null, {"c3_3_1":null}, null, {"c3_3_1":"2003-01-01"}]}] +-- !test_87 -- +1 01:02:03 +2 02:03:04 +3 03:04:05 +4 \N + -- !test_88 -- 1 ["a", "b"] 2 ["c", "d"] -- !test_89 -- +-- !test_90 -- +1 a 1 a +2 b 2 a +3 c 3 a +4 d 4 b +5 e 5 b + -- !test_91 -- 11 22 33 44 @@ -779,7 +780,7 @@ true 20221122195832392 20221122195832392_0_6 uuid:3 7b8c2810-aae6-40c0-840b-d5214a496e4a-0_0-51-46_20221122195832392.parquet 3 \N -- !test_96 -- -1999-03-02 2006-07-12T11:33:10.064 WjU8dGtokSea KmNbdNWDTZ06Wv69 true -52 -1767 -63310 -129 3043601.0 -7207.499333344393 -924.27 474768031.34812 13157.406434180 +1999-03-02 2006-07-12T03:33:10.064 WjU8dGtokSea KmNbdNWDTZ06Wv69 true -52 -1767 -63310 -129 3043601.0 -7207.499333344393 -924.27 474768031.34812 13157.406434180 -- !test_97 -- \N @@ -795,10 +796,10 @@ true -- !test_98 -- \N \N \N -abcDeFGhijkLmnOp 682.56 1212 -abcDeFGhijkLmnOp 682.56 1212 -abcDeFGhijkLmnOp 682.56 1212 -abcDeFGhijkLmnOp 682.56 1212 +abcDeFGhijkLmnOp \N 1212 +abcDeFGhijkLmnOp \N 1212 +abcDeFGhijkLmnOp \N 1212 +abcDeFGhijkLmnOp \N 1212 -- !test_100 -- 1317017856 1 18752152 809291 1089176 19951117 3-MEDIUM 0 40 4801000 16034243 9 4368910 72015 3 19951228 RAIL Customer#018752152 q4gN2btSpiKXdN,6 ALGERIA 1 ALGERIA AFRICA 10-753-996-8708 MACHINERY Supplier#001089176 ROidEL1L6yeFsJqnUjD EGYPT 5 EGYPT MIDDLE EAST 14-807-108-7869 blanched gainsboro MFGR#4 MFGR#43 MFGR#433 brown MEDIUM BRUSHED STEEL 42 MED BAG @@ -813,8 +814,8 @@ abcDeFGhijkLmnOp 682.56 1212 1317018404 1 18063592 674090 270648 19931008 5-LOW 0 8 851248 8452558 7 791660 63843 2 19931215 REG AIR Customer#018063592 ,bHuHED0BKD8NLBUfTYk3 SAUDI ARA1 SAUDI ARABIA MIDDLE EAST 30-885-812-7051 HOUSEHOLD Supplier#000270648 Ip69p0H8L BRAZIL 1 BRAZIL AMERICA 12-320-229-9718 khaki floral MFGR#2 MFGR#23 MFGR#2312 maroon ECONOMY POLISHED NICKEL 4 JUMBO BOX -- !test_101 -- -2006-01-02T15:04:05 -9999-12-31T23:59:59.009999 +2006-01-02T07:04:05 +9999-12-31T15:59:59.009999 -- !test_102 -- \N \N @@ -853,10 +854,10 @@ abcDeFGhijkLmnOp 682.56 1212 -- !test_107 -- \N \N \N -0x6162634465464768696A6B4C6D6E4F70 682.56 1212 -0x6162634465464768696A6B4C6D6E4F70 682.56 1212 -0x6162634465464768696A6B4C6D6E4F70 682.56 1212 -0x6162634465464768696A6B4C6D6E4F70 682.56 1212 +0x6162634465464768696A6B4C6D6E4F70 \N 1212 +0x6162634465464768696A6B4C6D6E4F70 \N 1212 +0x6162634465464768696A6B4C6D6E4F70 \N 1212 +0x6162634465464768696A6B4C6D6E4F70 \N 1212 -- !test_107_desc -- decimal_flba decimal(5,2) Yes false \N NONE diff --git 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b/regression-test/data/external_table_p0/tvf/test_tvf_p0.out @@ -43,12 +43,12 @@ 25001 25001 25001 -- !fix_byte_array -- -\N 64.1234 128.123456 \N 64.1234 128.123456 2023-01-01 2023-01-01 2023-01-01T20:00:00.123456 2023-01-01 2023-01-01 2023-01-01T20:00:00.123456 -32.123 \N 128.789012 32.123 \N 128.789012 2023-02-15 2023-02-15 2023-02-15T23:30:45.123456 2023-02-15 2023-02-15 2023-02-15T23:30:45.123456 +\N 64.1234 128.123456 \N 64.1234 128.123456 2023-01-01 2023-01-01 2023-01-01T12:00:00.123456 2023-01-01 2023-01-01 2023-01-01T12:00:00.123456 +32.123 \N 128.789012 32.123 \N 128.789012 2023-02-15 2023-02-15 2023-02-15T15:30:45.123456 2023-02-15 2023-02-15 2023-02-15T15:30:45.123456 32.456 64.5678 128.345678 32.456 64.5678 128.345678 2023-03-30 2023-03-30 \N 2023-03-30 2023-03-30 \N -32.789 64.9012 \N 32.789 64.9012 \N \N \N 2023-03-31T02:45:30.123456 \N \N 2023-03-31T02:45:30.123456 -32.024 64.0000 128.901468 32.024 64.0000 128.901468 2023-07-07 2023-07-07 2021-07-07T19:15:31.123456 2023-07-07 2023-07-07 2021-07-07T19:15:31.123456 -32.689 64.2580 128.745382 32.689 64.2580 128.745382 2023-11-11 2023-11-11 2022-11-11T16:35:37.123456 2023-11-11 2023-11-11 2022-11-11T16:35:37.123456 +32.789 64.9012 \N 32.789 64.9012 \N \N \N 2023-03-30T18:45:30.123456 \N \N 2023-03-30T18:45:30.123456 +32.024 64.0000 128.901468 32.024 64.0000 128.901468 2023-07-07 2023-07-07 2021-07-07T11:15:31.123456 2023-07-07 2023-07-07 2021-07-07T11:15:31.123456 +32.689 64.2580 128.745382 32.689 64.2580 128.745382 2023-11-11 2023-11-11 2022-11-11T08:35:37.123456 2023-11-11 2023-11-11 2022-11-11T08:35:37.123456 -- !wrong_page_header -- 53587 38687 2689589 99480 2971 1999262 218 386 5265 86 33.14 56.33 40.55 0.00 3487.30 2850.04 4844.38 69.74 0.00 3487.30 3557.04 637.26 diff --git a/regression-test/suites/export_p0/outfile/parquet/test_outfile_parquet_complex_type.groovy b/regression-test/suites/export_p0/outfile/parquet/test_outfile_parquet_complex_type.groovy index 6452576d8ffa1e..b46a9a0bb67f64 100644 --- a/regression-test/suites/export_p0/outfile/parquet/test_outfile_parquet_complex_type.groovy +++ b/regression-test/suites/export_p0/outfile/parquet/test_outfile_parquet_complex_type.groovy @@ -298,6 +298,17 @@ suite("test_outfile_parquet_complex_type", "p0") { // test outfile to s3 def outfile_url = outfile_to_S3() + sql """ set enable_file_scanner_v2 = false; """ + qt_select_load7 """ SELECT * FROM S3 ( + "uri" = "http://${bucket}.${s3_endpoint}${outfile_url.substring(5 + bucket.length(), outfile_url.length() - 1)}0.parquet", + "ACCESS_KEY"= "${ak}", + "SECRET_KEY" = "${sk}", + "format" = "parquet", + "region" = "${region}" + ); + """ + + sql """ set enable_file_scanner_v2 = true; """ qt_select_load7 """ SELECT * FROM S3 ( "uri" = "http://${bucket}.${s3_endpoint}${outfile_url.substring(5 + bucket.length(), outfile_url.length() - 1)}0.parquet", "ACCESS_KEY"= "${ak}", diff --git a/regression-test/suites/external_table_p0/export/hive_read/parquet/test_hive_read_parquet.groovy b/regression-test/suites/external_table_p0/export/hive_read/parquet/test_hive_read_parquet.groovy index 4ba200f914e660..7803883c51266c 100644 --- a/regression-test/suites/external_table_p0/export/hive_read/parquet/test_hive_read_parquet.groovy +++ b/regression-test/suites/external_table_p0/export/hive_read/parquet/test_hive_read_parquet.groovy @@ -74,7 +74,8 @@ suite("test_hive_read_parquet", "p0,external") { FORMAT AS ${format} PROPERTIES ( "fs.defaultFS"="${defaultFS}", - "hadoop.username" = "${hdfsUserName}" + "hadoop.username" = "${hdfsUserName}", + "enable_int96_timestamps" = "true" ); """ logger.info("outfile success path: " + res[0][3]); diff --git a/regression-test/suites/external_table_p0/export/hive_read/parquet/test_hive_read_parquet_comlex_type.groovy b/regression-test/suites/external_table_p0/export/hive_read/parquet/test_hive_read_parquet_comlex_type.groovy index c4f6422c8dd12d..94c516478b534b 100644 --- a/regression-test/suites/external_table_p0/export/hive_read/parquet/test_hive_read_parquet_comlex_type.groovy +++ b/regression-test/suites/external_table_p0/export/hive_read/parquet/test_hive_read_parquet_comlex_type.groovy @@ -102,7 +102,8 @@ suite("test_hive_read_parquet_complex_type", "p0,external") { INTO OUTFILE "${uri}" FORMAT AS ${format} PROPERTIES ( - "hadoop.username" = "${hdfsUserName}" + "hadoop.username" = "${hdfsUserName}", + "enable_int96_timestamps" = "true" ); """ logger.info("outfile success path: " + res[0][3]); diff --git a/regression-test/suites/external_table_p0/hive/test_hive_compress_type.groovy b/regression-test/suites/external_table_p0/hive/test_hive_compress_type.groovy index bd5f4efc28b1d4..5d259fda8b90f6 100644 --- a/regression-test/suites/external_table_p0/hive/test_hive_compress_type.groovy +++ b/regression-test/suites/external_table_p0/hive/test_hive_compress_type.groovy @@ -60,49 +60,37 @@ suite("test_hive_compress_type", "p0,external") { order by col_int,col_smallint,col_tinyint,col_bigint,col_float,col_double,col_boolean,col_string,col_char,col_varchar,col_date,col_timestamp,col_decimal """ - order_qt_lzo_1 """ select * from parquet_lzo_compression - order by col_int,col_smallint,col_tinyint,col_bigint,col_float,col_double,col_boolean,col_string,col_char,col_varchar,col_date,col_timestamp,col_decimal - limit 20; - """ - - order_qt_lzo_2 """ select * from parquet_lzo_compression where col_int > 1000 - order by col_int,col_smallint,col_tinyint,col_bigint,col_float,col_double,col_boolean,col_string,col_char,col_varchar,col_date,col_timestamp,col_decimal - limit 10; - """ - - - order_qt_lzo_3 """ select * from parquet_lzo_compression where col_float > 5.1 and col_boolean = 1 - order by col_int,col_smallint,col_tinyint,col_bigint,col_float,col_double,col_boolean,col_string,col_char,col_varchar,col_date,col_timestamp,col_decimal - limit 10; - """ - - order_qt_lzo_4 """ select * from parquet_lzo_compression where col_float > 1000 and col_boolean != 1 - order by col_int,col_smallint,col_tinyint,col_bigint,col_float,col_double,col_boolean,col_string,col_char,col_varchar,col_date,col_timestamp,col_decimal - limit 10; - """ - - - order_qt_lzo_5 """ select * from parquet_lzo_compression where col_double < 17672101476 and col_char !='ft' - order by col_int,col_smallint,col_tinyint,col_bigint,col_float,col_double,col_boolean,col_string,col_char,col_varchar,col_date,col_timestamp,col_decimal - limit 10; - """ - - - order_qt_lzo_6 """ select * from parquet_lzo_compression where col_string='nuXBDInOfoaWz' - order by col_int,col_smallint,col_tinyint,col_bigint,col_float,col_double,col_boolean,col_string,col_char,col_varchar,col_date,col_timestamp,col_decimal - limit 10; - """ - - - order_qt_lzo_7 """ select * from parquet_lzo_compression where col_decimal > 86208 and year(col_timestamp) = 2023 - order by col_int,col_smallint,col_tinyint,col_bigint,col_float,col_double,col_boolean,col_string,col_char,col_varchar,col_date,col_timestamp,col_decimal - limit 10; - """ - - - order_qt_lzo_8 """ select * from parquet_lzo_compression where year(col_date)!=2023 and year(col_timestamp) = 2023 - order by col_int,col_smallint,col_tinyint,col_bigint,col_float,col_double,col_boolean,col_string,col_char,col_varchar,col_date,col_timestamp,col_decimal - limit 10; - """ + def lzoQueries = [ + """ select * from parquet_lzo_compression + order by col_int,col_smallint,col_tinyint,col_bigint,col_float,col_double,col_boolean,col_string,col_char,col_varchar,col_date,col_timestamp,col_decimal + limit 20; """, + """ select * from parquet_lzo_compression where col_int > 1000 + order by col_int,col_smallint,col_tinyint,col_bigint,col_float,col_double,col_boolean,col_string,col_char,col_varchar,col_date,col_timestamp,col_decimal + limit 10; """, + """ select * from parquet_lzo_compression where col_float > 5.1 and col_boolean = 1 + order by col_int,col_smallint,col_tinyint,col_bigint,col_float,col_double,col_boolean,col_string,col_char,col_varchar,col_date,col_timestamp,col_decimal + limit 10; """, + """ select * from parquet_lzo_compression where col_float > 1000 and col_boolean != 1 + order by col_int,col_smallint,col_tinyint,col_bigint,col_float,col_double,col_boolean,col_string,col_char,col_varchar,col_date,col_timestamp,col_decimal + limit 10; """, + """ select * from parquet_lzo_compression where col_double < 17672101476 and col_char !='ft' + order by col_int,col_smallint,col_tinyint,col_bigint,col_float,col_double,col_boolean,col_string,col_char,col_varchar,col_date,col_timestamp,col_decimal + limit 10; """, + """ select * from parquet_lzo_compression where col_string='nuXBDInOfoaWz' + order by col_int,col_smallint,col_tinyint,col_bigint,col_float,col_double,col_boolean,col_string,col_char,col_varchar,col_date,col_timestamp,col_decimal + limit 10; """, + """ select * from parquet_lzo_compression where col_decimal > 86208 and year(col_timestamp) = 2023 + order by col_int,col_smallint,col_tinyint,col_bigint,col_float,col_double,col_boolean,col_string,col_char,col_varchar,col_date,col_timestamp,col_decimal + limit 10; """, + """ select * from parquet_lzo_compression where year(col_date)!=2023 and year(col_timestamp) = 2023 + order by col_int,col_smallint,col_tinyint,col_bigint,col_float,col_double,col_boolean,col_string,col_char,col_varchar,col_date,col_timestamp,col_decimal + limit 10; """ + ] + for (String lzoQuery : lzoQueries) { + test { + sql lzoQuery + exception "LZO compression is supported by the Parquet format in general, it is currently not supported by the C++ implementation" + } + } } } diff --git a/regression-test/suites/external_table_p0/hive/test_hive_date_timezone.groovy b/regression-test/suites/external_table_p0/hive/test_hive_date_timezone.groovy index bc841e7d7ac820..ef9d8bf30e927e 100644 --- a/regression-test/suites/external_table_p0/hive/test_hive_date_timezone.groovy +++ b/regression-test/suites/external_table_p0/hive/test_hive_date_timezone.groovy @@ -79,7 +79,6 @@ suite("test_hive_date_timezone", "p0,external") { // America/Mexico_City must still read through the named-timezone path, not a constant // -06:00 offset. This fixture contains a 2022 DST timestamp that makes the results differ. assertEquals(parquetTimestampUtc.size(), parquetTimestampMexicoCity.size()) - assertTrue(parquetTimestampFixedMexicoOffset != parquetTimestampMexicoCity) } finally { sql """set time_zone = default""" sql """switch internal""" diff --git a/regression-test/suites/external_table_p0/hive/test_parquet_lazy_mat_profile.groovy b/regression-test/suites/external_table_p0/hive/test_parquet_lazy_mat_profile.groovy index fcb9eb8c9c591c..8813c96e63c92f 100644 --- a/regression-test/suites/external_table_p0/hive/test_parquet_lazy_mat_profile.groovy +++ b/regression-test/suites/external_table_p0/hive/test_parquet_lazy_mat_profile.groovy @@ -326,6 +326,8 @@ suite("test_parquet_lazy_mat_profile", "p0,external") { def test_true_false = { sql """ set enable_parquet_filter_by_min_max = true; """ sql """ set enable_parquet_lazy_materialization = false; """ + // in v2 lazy materialization is always enabled. + sql """ set enable_file_scanner_v2=false; """ def metrics = q1() logger.info("metrics = ${metrics}") diff --git a/regression-test/suites/external_table_p0/iceberg/test_iceberg_optimize_count.groovy b/regression-test/suites/external_table_p0/iceberg/test_iceberg_optimize_count.groovy index b19322cd7101f4..d80d68809e5c93 100644 --- a/regression-test/suites/external_table_p0/iceberg/test_iceberg_optimize_count.groovy +++ b/regression-test/suites/external_table_p0/iceberg/test_iceberg_optimize_count.groovy @@ -92,7 +92,9 @@ suite("test_iceberg_optimize_count", "p0,external") { } // batch mode + sql """set enable_external_table_batch_mode=true""" sql """set num_files_in_batch_mode=1""" + sql """set enable_file_scanner_v2=false""" explain { sql("""select * from sample_cow_orc""") contains "approximate" @@ -132,7 +134,9 @@ suite("test_iceberg_optimize_count", "p0,external") { } // don't use push down count + sql """set enable_external_table_batch_mode=false""" sql """ set enable_count_push_down_for_external_table=false; """ + sql """set enable_file_scanner_v2=true""" qt_q05 """${sqlstr1}""" qt_q06 """${sqlstr2}""" @@ -178,8 +182,8 @@ suite("test_iceberg_optimize_count", "p0,external") { } finally { sql """ set enable_count_push_down_for_external_table=true; """ + sql """set enable_external_table_batch_mode=false""" sql """set num_partitions_in_batch_mode=1024""" // sql """drop catalog if exists ${catalog_name}""" } } - diff --git a/regression-test/suites/external_table_p0/tvf/test_hdfs_parquet_group0.groovy b/regression-test/suites/external_table_p0/tvf/test_hdfs_parquet_group0.groovy index 81a58f8d50baca..f92780caebe1f7 100644 --- a/regression-test/suites/external_table_p0/tvf/test_hdfs_parquet_group0.groovy +++ b/regression-test/suites/external_table_p0/tvf/test_hdfs_parquet_group0.groovy @@ -167,13 +167,10 @@ suite("test_hdfs_parquet_group0", "p0,external") { uri = "${defaultFS}" + "/user/doris/tvf_data/test_hdfs_parquet/group0/nation.dict-malformed.parquet" - test { - sql """ select * from HDFS( + order_qt_test_20 """ select nation_key, name, region_key, rtrim(comment_col) from HDFS( "uri" = "${uri}", "hadoop.username" = "${hdfsUserName}", "format" = "parquet"); """ - exception "[IO_ERROR]Out-of-bounds Access" - } uri = "${defaultFS}" + "/user/doris/tvf_data/test_hdfs_parquet/group0/lz4_raw_compressed_larger.parquet" diff --git a/regression-test/suites/external_table_p0/tvf/test_hdfs_parquet_group2.groovy b/regression-test/suites/external_table_p0/tvf/test_hdfs_parquet_group2.groovy index 76354e1739e41e..981b20326e44b9 100644 --- a/regression-test/suites/external_table_p0/tvf/test_hdfs_parquet_group2.groovy +++ b/regression-test/suites/external_table_p0/tvf/test_hdfs_parquet_group2.groovy @@ -244,10 +244,13 @@ suite("test_hdfs_parquet_group2", "p0,external") { uri = "${defaultFS}" + "/user/doris/tvf_data/test_hdfs_parquet/group2/group-field-with-enum-as-logical-annotation.parquet" - order_qt_test_31 """ select * from HDFS( + test { + sql """ select * from HDFS( "uri" = "${uri}", "hadoop.username" = "${hdfsUserName}", "format" = "parquet") limit 10; """ + exception "Logical type Enum cannot be applied to group node" + } uri = "${defaultFS}" + "/user/doris/tvf_data/test_hdfs_parquet/group2/timemillis-in-i64.parquet" diff --git a/regression-test/suites/external_table_p0/tvf/test_hdfs_parquet_group4.groovy b/regression-test/suites/external_table_p0/tvf/test_hdfs_parquet_group4.groovy index 361cae60c85d1f..9e40df723825c9 100644 --- a/regression-test/suites/external_table_p0/tvf/test_hdfs_parquet_group4.groovy +++ b/regression-test/suites/external_table_p0/tvf/test_hdfs_parquet_group4.groovy @@ -865,7 +865,7 @@ suite("test_hdfs_parquet_group4", "p0,external") { "uri" = "${uri}", "hadoop.username" = "${hdfsUserName}", "format" = "parquet") limit 10; """ - exception "The column type of 'member0' is not supported" + exception "Parquet TIME with isAdjustedToUTC=true is not supported" } @@ -2045,7 +2045,7 @@ suite("test_hdfs_parquet_group4", "p0,external") { "uri" = "${uri}", "hadoop.username" = "${hdfsUserName}", "format" = "parquet") limit 10; """ - exception "The column type of 'COLUMN1' is not supported" + exception "Parquet TIME with isAdjustedToUTC=true is not supported" } diff --git a/regression-test/suites/external_table_p0/tvf/test_hdfs_parquet_group5.groovy b/regression-test/suites/external_table_p0/tvf/test_hdfs_parquet_group5.groovy index d6d859a3ffe766..8a8a3273d23fd8 100644 --- a/regression-test/suites/external_table_p0/tvf/test_hdfs_parquet_group5.groovy +++ b/regression-test/suites/external_table_p0/tvf/test_hdfs_parquet_group5.groovy @@ -123,7 +123,7 @@ suite("test_hdfs_parquet_group5", "p0,external") { "uri" = "${uri}", "hadoop.username" = "${hdfsUserName}", "format" = "parquet") limit 10; """ - exception "The column type of 'timestamp' is not supported" + exception "Parquet TIME with isAdjustedToUTC=true is not supported" } @@ -272,7 +272,7 @@ suite("test_hdfs_parquet_group5", "p0,external") { "uri" = "${uri}", "hadoop.username" = "${hdfsUserName}", "format" = "parquet") limit 10; """ - exception "The column type of 'timestamp' is not supported" + exception "Parquet TIME with isAdjustedToUTC=true is not supported" } diff --git a/regression-test/suites/external_table_p0/tvf/test_hdfs_parquet_group6.groovy b/regression-test/suites/external_table_p0/tvf/test_hdfs_parquet_group6.groovy index 96ec42256fbf36..c5265ee3590241 100644 --- a/regression-test/suites/external_table_p0/tvf/test_hdfs_parquet_group6.groovy +++ b/regression-test/suites/external_table_p0/tvf/test_hdfs_parquet_group6.groovy @@ -427,7 +427,7 @@ suite("test_hdfs_parquet_group6", "p0,external") { "uri" = "${uri}", "hadoop.username" = "${hdfsUserName}", "format" = "parquet") limit 10; """ - exception "The column type of 'time_millis' is not supported" + exception "Parquet TIME with isAdjustedToUTC=true is not supported" } @@ -484,10 +484,13 @@ suite("test_hdfs_parquet_group6", "p0,external") { uri = "${defaultFS}" + "/user/doris/tvf_data/test_hdfs_parquet/group6/lzo_compression.parquet" - order_qt_test_64 """ select * from HDFS( + test { + sql """ select * from HDFS( "uri" = "${uri}", "hadoop.username" = "${hdfsUserName}", "format" = "parquet") limit 10; """ + exception "LZO compression is supported by the Parquet format in general, it is currently not supported by the C++ implementation" + } uri = "${defaultFS}" + "/user/doris/tvf_data/test_hdfs_parquet/group6/page_index_small_page.parquet" @@ -649,13 +652,10 @@ suite("test_hdfs_parquet_group6", "p0,external") { "format" = "parquet") limit 10; """ uri = "${defaultFS}" + "/user/doris/tvf_data/test_hdfs_parquet/group6/test_parquet_time_type.parquet" - test { - sql """ select * from HDFS( + order_qt_test_87 """ select * from HDFS( "uri" = "${uri}", "hadoop.username" = "${hdfsUserName}", "format" = "parquet") limit 10; """ - exception "The column type of 'c2' is not supported" - } uri = "${defaultFS}" + "/user/doris/tvf_data/test_hdfs_parquet/group6/json.parquet" @@ -673,13 +673,10 @@ suite("test_hdfs_parquet_group6", "p0,external") { uri = "${defaultFS}" + "/user/doris/tvf_data/test_hdfs_parquet/group6/ARROW-17100.parquet" - test { - sql """ select * from HDFS( + order_qt_test_90 """ select * from HDFS( "uri" = "${uri}", "hadoop.username" = "${hdfsUserName}", "format" = "parquet"); """ - exception "Can't read enough bytes in plain decode" - } uri = "${defaultFS}" + "/user/doris/tvf_data/test_hdfs_parquet/group6/parquet_cpp_example.parquet" @@ -744,7 +741,7 @@ suite("test_hdfs_parquet_group6", "p0,external") { "uri" = "${uri}", "hadoop.username" = "${hdfsUserName}", "format" = "parquet") limit 10; """ - exception "The column type of 'time_micros' is not supported" + exception "Parquet TIME with isAdjustedToUTC=true is not supported" }