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9 changes: 9 additions & 0 deletions clickhouse-parquet-104431-nosplit/benchmark.sh
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#!/bin/bash
export BENCH_DOWNLOAD_SCRIPT="download-hits-parquet-single"
export BENCH_RESTARTABLE=no
# Single-process engine: each query forks a fresh full-machine process with no
# shared scheduler across connections, so the concurrent-QPS test only
# oversubscribes RAM rather than measuring throughput. Skip it by default;
# override BENCH_CONCURRENT_DURATION to re-enable. See issue #946.
export BENCH_CONCURRENT_DURATION="${BENCH_CONCURRENT_DURATION:-0}"
exec ../lib/benchmark-common.sh
4 changes: 4 additions & 0 deletions clickhouse-parquet-104431-nosplit/check
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#!/bin/bash
set -e

./clickhouse local --query "SELECT 1" >/dev/null
109 changes: 109 additions & 0 deletions clickhouse-parquet-104431-nosplit/create.sql
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CREATE TABLE hits
(
WatchID BIGINT NOT NULL,
JavaEnable SMALLINT NOT NULL,
Title TEXT NOT NULL,
GoodEvent SMALLINT NOT NULL,
EventTime TIMESTAMP NOT NULL,
EventDate Date NOT NULL,
CounterID INTEGER NOT NULL,
ClientIP INTEGER NOT NULL,
RegionID INTEGER NOT NULL,
UserID BIGINT NOT NULL,
CounterClass SMALLINT NOT NULL,
OS SMALLINT NOT NULL,
UserAgent SMALLINT NOT NULL,
URL TEXT NOT NULL,
Referer TEXT NOT NULL,
IsRefresh SMALLINT NOT NULL,
RefererCategoryID SMALLINT NOT NULL,
RefererRegionID INTEGER NOT NULL,
URLCategoryID SMALLINT NOT NULL,
URLRegionID INTEGER NOT NULL,
ResolutionWidth SMALLINT NOT NULL,
ResolutionHeight SMALLINT NOT NULL,
ResolutionDepth SMALLINT NOT NULL,
FlashMajor SMALLINT NOT NULL,
FlashMinor SMALLINT NOT NULL,
FlashMinor2 TEXT NOT NULL,
NetMajor SMALLINT NOT NULL,
NetMinor SMALLINT NOT NULL,
UserAgentMajor SMALLINT NOT NULL,
UserAgentMinor VARCHAR(255) NOT NULL,
CookieEnable SMALLINT NOT NULL,
JavascriptEnable SMALLINT NOT NULL,
IsMobile SMALLINT NOT NULL,
MobilePhone SMALLINT NOT NULL,
MobilePhoneModel TEXT NOT NULL,
Params TEXT NOT NULL,
IPNetworkID INTEGER NOT NULL,
TraficSourceID SMALLINT NOT NULL,
SearchEngineID SMALLINT NOT NULL,
SearchPhrase TEXT NOT NULL,
AdvEngineID SMALLINT NOT NULL,
IsArtifical SMALLINT NOT NULL,
WindowClientWidth SMALLINT NOT NULL,
WindowClientHeight SMALLINT NOT NULL,
ClientTimeZone SMALLINT NOT NULL,
ClientEventTime TIMESTAMP NOT NULL,
SilverlightVersion1 SMALLINT NOT NULL,
SilverlightVersion2 SMALLINT NOT NULL,
SilverlightVersion3 INTEGER NOT NULL,
SilverlightVersion4 SMALLINT NOT NULL,
PageCharset TEXT NOT NULL,
CodeVersion INTEGER NOT NULL,
IsLink SMALLINT NOT NULL,
IsDownload SMALLINT NOT NULL,
IsNotBounce SMALLINT NOT NULL,
FUniqID BIGINT NOT NULL,
OriginalURL TEXT NOT NULL,
HID INTEGER NOT NULL,
IsOldCounter SMALLINT NOT NULL,
IsEvent SMALLINT NOT NULL,
IsParameter SMALLINT NOT NULL,
DontCountHits SMALLINT NOT NULL,
WithHash SMALLINT NOT NULL,
HitColor CHAR NOT NULL,
LocalEventTime TIMESTAMP NOT NULL,
Age SMALLINT NOT NULL,
Sex SMALLINT NOT NULL,
Income SMALLINT NOT NULL,
Interests SMALLINT NOT NULL,
Robotness SMALLINT NOT NULL,
RemoteIP INTEGER NOT NULL,
WindowName INTEGER NOT NULL,
OpenerName INTEGER NOT NULL,
HistoryLength SMALLINT NOT NULL,
BrowserLanguage TEXT NOT NULL,
BrowserCountry TEXT NOT NULL,
SocialNetwork TEXT NOT NULL,
SocialAction TEXT NOT NULL,
HTTPError SMALLINT NOT NULL,
SendTiming INTEGER NOT NULL,
DNSTiming INTEGER NOT NULL,
ConnectTiming INTEGER NOT NULL,
ResponseStartTiming INTEGER NOT NULL,
ResponseEndTiming INTEGER NOT NULL,
FetchTiming INTEGER NOT NULL,
SocialSourceNetworkID SMALLINT NOT NULL,
SocialSourcePage TEXT NOT NULL,
ParamPrice BIGINT NOT NULL,
ParamOrderID TEXT NOT NULL,
ParamCurrency TEXT NOT NULL,
ParamCurrencyID SMALLINT NOT NULL,
OpenstatServiceName TEXT NOT NULL,
OpenstatCampaignID TEXT NOT NULL,
OpenstatAdID TEXT NOT NULL,
OpenstatSourceID TEXT NOT NULL,
UTMSource TEXT NOT NULL,
UTMMedium TEXT NOT NULL,
UTMCampaign TEXT NOT NULL,
UTMContent TEXT NOT NULL,
UTMTerm TEXT NOT NULL,
FromTag TEXT NOT NULL,
HasGCLID SMALLINT NOT NULL,
RefererHash BIGINT NOT NULL,
URLHash BIGINT NOT NULL,
CLID INTEGER NOT NULL
)
ENGINE = File(Parquet, 'hits.parquet');
4 changes: 4 additions & 0 deletions clickhouse-parquet-104431-nosplit/data-size
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#!/bin/bash
set -e

du -bcs hits.parquet | awk 'END { print $1 }'
36 changes: 36 additions & 0 deletions clickhouse-parquet-104431-nosplit/install
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#!/bin/bash
set -e -o pipefail

# Same as clickhouse-parquet, except that the binary is not the latest release
# but a pinned RelWithDebInfo build from ClickHouse CI, so that this directory
# measures one specific pull request:
#
# https://github.com/ClickHouse/ClickHouse/pull/104431
# "Parallelize reads from a single Parquet file in StorageFile, again"
#
# head 07303b95365362daace76759e4c51e39efefd25a, which CI built as the merge
# commit e350489c261768cbc0679b720e24ee0d97d9290c
# ("Merge 07303b95... into aec8b1d5..." modulo test-only commits).
#
# clickhouse-parquet-baseline pins the corresponding master build, so the two
# directories differ only by the pull request.

# Identical pin to clickhouse-parquet-104431; only `query` differs.
BUILD="https://clickhouse-builds.s3.amazonaws.com/PRs/104431/07303b95365362daace76759e4c51e39efefd25a"

case "$(uname -m)" in
x86_64) url="${BUILD}/build_amd_release/clickhouse";;
aarch64) url="${BUILD}/build_arm_release/clickhouse";;
*) echo "No pinned build for $(uname -m)" >&2; exit 1;;
esac

if [ ! -x ./clickhouse ]; then
curl -fsSL --retry 10 --retry-delay 60 --retry-all-errors -o clickhouse "$url"
chmod +x clickhouse
fi

# Record in the log which binary is actually being measured.
./clickhouse local --query "
SELECT 'Binary: ' || arrayStringConcat(groupArray(name || '=' || value), ' ')
FROM system.build_options
WHERE name IN ('VERSION_DESCRIBE', 'GIT_HASH', 'BUILD_TYPE')"
7 changes: 7 additions & 0 deletions clickhouse-parquet-104431-nosplit/load
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#!/bin/bash
set -e

# clickhouse-local with File(Parquet) engine reads the parquet file in place,
# so there's no separate ingest step. The "load" is implicit — just keep the
# downloaded hits.parquet in this directory.
sync
43 changes: 43 additions & 0 deletions clickhouse-parquet-104431-nosplit/queries.sql
Original file line number Diff line number Diff line change
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SELECT COUNT(*) FROM hits;
SELECT COUNT(*) FROM hits WHERE AdvEngineID <> 0;
SELECT SUM(AdvEngineID), COUNT(*), AVG(ResolutionWidth) FROM hits;
SELECT AVG(UserID) FROM hits;
SELECT COUNT(DISTINCT UserID) FROM hits;
SELECT COUNT(DISTINCT SearchPhrase) FROM hits;
SELECT MIN(EventDate), MAX(EventDate) FROM hits;
SELECT AdvEngineID, COUNT(*) FROM hits WHERE AdvEngineID <> 0 GROUP BY AdvEngineID ORDER BY COUNT(*) DESC;
SELECT RegionID, COUNT(DISTINCT UserID) AS u FROM hits GROUP BY RegionID ORDER BY u DESC LIMIT 10;
SELECT RegionID, SUM(AdvEngineID), COUNT(*) AS c, AVG(ResolutionWidth), COUNT(DISTINCT UserID) FROM hits GROUP BY RegionID ORDER BY c DESC LIMIT 10;
SELECT MobilePhoneModel, COUNT(DISTINCT UserID) AS u FROM hits WHERE MobilePhoneModel <> '' GROUP BY MobilePhoneModel ORDER BY u DESC LIMIT 10;
SELECT MobilePhone, MobilePhoneModel, COUNT(DISTINCT UserID) AS u FROM hits WHERE MobilePhoneModel <> '' GROUP BY MobilePhone, MobilePhoneModel ORDER BY u DESC LIMIT 10;
SELECT SearchPhrase, COUNT(*) AS c FROM hits WHERE SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10;
SELECT SearchPhrase, COUNT(DISTINCT UserID) AS u FROM hits WHERE SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY u DESC LIMIT 10;
SELECT SearchEngineID, SearchPhrase, COUNT(*) AS c FROM hits WHERE SearchPhrase <> '' GROUP BY SearchEngineID, SearchPhrase ORDER BY c DESC LIMIT 10;
SELECT UserID, COUNT(*) FROM hits GROUP BY UserID ORDER BY COUNT(*) DESC LIMIT 10;
SELECT UserID, SearchPhrase, COUNT(*) FROM hits GROUP BY UserID, SearchPhrase ORDER BY COUNT(*) DESC LIMIT 10;
SELECT UserID, SearchPhrase, COUNT(*) FROM hits GROUP BY UserID, SearchPhrase LIMIT 10;
SELECT UserID, extract(minute FROM EventTime) AS m, SearchPhrase, COUNT(*) FROM hits GROUP BY UserID, m, SearchPhrase ORDER BY COUNT(*) DESC LIMIT 10;
SELECT UserID FROM hits WHERE UserID = 435090932899640449;
SELECT COUNT(*) FROM hits WHERE URL LIKE '%google%';
SELECT SearchPhrase, MIN(URL), COUNT(*) AS c FROM hits WHERE URL LIKE '%google%' AND SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10;
SELECT SearchPhrase, MIN(URL), MIN(Title), COUNT(*) AS c, COUNT(DISTINCT UserID) FROM hits WHERE Title LIKE '%Google%' AND URL NOT LIKE '%.google.%' AND SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10;
SELECT * FROM hits WHERE URL LIKE '%google%' ORDER BY EventTime LIMIT 10;
SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY EventTime LIMIT 10;
SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY SearchPhrase LIMIT 10;
SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY EventTime, SearchPhrase LIMIT 10;
SELECT CounterID, AVG(length(URL)) AS l, COUNT(*) AS c FROM hits WHERE URL <> '' GROUP BY CounterID HAVING COUNT(*) > 100000 ORDER BY l DESC LIMIT 25;
SELECT REGEXP_REPLACE(Referer, '^https?://(?:www\.)?([^/]+)/.*$', '\1') AS k, AVG(length(Referer)) AS l, COUNT(*) AS c, MIN(Referer) FROM hits WHERE Referer <> '' GROUP BY k HAVING COUNT(*) > 100000 ORDER BY l DESC LIMIT 25;
SELECT SUM(ResolutionWidth), SUM(ResolutionWidth + 1), SUM(ResolutionWidth + 2), SUM(ResolutionWidth + 3), SUM(ResolutionWidth + 4), SUM(ResolutionWidth + 5), SUM(ResolutionWidth + 6), SUM(ResolutionWidth + 7), SUM(ResolutionWidth + 8), SUM(ResolutionWidth + 9), SUM(ResolutionWidth + 10), SUM(ResolutionWidth + 11), SUM(ResolutionWidth + 12), SUM(ResolutionWidth + 13), SUM(ResolutionWidth + 14), SUM(ResolutionWidth + 15), SUM(ResolutionWidth + 16), SUM(ResolutionWidth + 17), SUM(ResolutionWidth + 18), SUM(ResolutionWidth + 19), SUM(ResolutionWidth + 20), SUM(ResolutionWidth + 21), SUM(ResolutionWidth + 22), SUM(ResolutionWidth + 23), SUM(ResolutionWidth + 24), SUM(ResolutionWidth + 25), SUM(ResolutionWidth + 26), SUM(ResolutionWidth + 27), SUM(ResolutionWidth + 28), SUM(ResolutionWidth + 29), SUM(ResolutionWidth + 30), SUM(ResolutionWidth + 31), SUM(ResolutionWidth + 32), SUM(ResolutionWidth + 33), SUM(ResolutionWidth + 34), SUM(ResolutionWidth + 35), SUM(ResolutionWidth + 36), SUM(ResolutionWidth + 37), SUM(ResolutionWidth + 38), SUM(ResolutionWidth + 39), SUM(ResolutionWidth + 40), SUM(ResolutionWidth + 41), SUM(ResolutionWidth + 42), SUM(ResolutionWidth + 43), SUM(ResolutionWidth + 44), SUM(ResolutionWidth + 45), SUM(ResolutionWidth + 46), SUM(ResolutionWidth + 47), SUM(ResolutionWidth + 48), SUM(ResolutionWidth + 49), SUM(ResolutionWidth + 50), SUM(ResolutionWidth + 51), SUM(ResolutionWidth + 52), SUM(ResolutionWidth + 53), SUM(ResolutionWidth + 54), SUM(ResolutionWidth + 55), SUM(ResolutionWidth + 56), SUM(ResolutionWidth + 57), SUM(ResolutionWidth + 58), SUM(ResolutionWidth + 59), SUM(ResolutionWidth + 60), SUM(ResolutionWidth + 61), SUM(ResolutionWidth + 62), SUM(ResolutionWidth + 63), SUM(ResolutionWidth + 64), SUM(ResolutionWidth + 65), SUM(ResolutionWidth + 66), SUM(ResolutionWidth + 67), SUM(ResolutionWidth + 68), SUM(ResolutionWidth + 69), SUM(ResolutionWidth + 70), SUM(ResolutionWidth + 71), SUM(ResolutionWidth + 72), SUM(ResolutionWidth + 73), SUM(ResolutionWidth + 74), SUM(ResolutionWidth + 75), SUM(ResolutionWidth + 76), SUM(ResolutionWidth + 77), SUM(ResolutionWidth + 78), SUM(ResolutionWidth + 79), SUM(ResolutionWidth + 80), SUM(ResolutionWidth + 81), SUM(ResolutionWidth + 82), SUM(ResolutionWidth + 83), SUM(ResolutionWidth + 84), SUM(ResolutionWidth + 85), SUM(ResolutionWidth + 86), SUM(ResolutionWidth + 87), SUM(ResolutionWidth + 88), SUM(ResolutionWidth + 89) FROM hits;
SELECT SearchEngineID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM hits WHERE SearchPhrase <> '' GROUP BY SearchEngineID, ClientIP ORDER BY c DESC LIMIT 10;
SELECT WatchID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM hits WHERE SearchPhrase <> '' GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10;
SELECT WatchID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM hits GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10;
SELECT URL, COUNT(*) AS c FROM hits GROUP BY URL ORDER BY c DESC LIMIT 10;
SELECT 1, URL, COUNT(*) AS c FROM hits GROUP BY 1, URL ORDER BY c DESC LIMIT 10;
SELECT ClientIP, ClientIP - 1, ClientIP - 2, ClientIP - 3, COUNT(*) AS c FROM hits GROUP BY ClientIP, ClientIP - 1, ClientIP - 2, ClientIP - 3 ORDER BY c DESC LIMIT 10;
SELECT URL, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND DontCountHits = 0 AND IsRefresh = 0 AND URL <> '' GROUP BY URL ORDER BY PageViews DESC LIMIT 10;
SELECT Title, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND DontCountHits = 0 AND IsRefresh = 0 AND Title <> '' GROUP BY Title ORDER BY PageViews DESC LIMIT 10;
SELECT URL, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND IsRefresh = 0 AND IsLink <> 0 AND IsDownload = 0 GROUP BY URL ORDER BY PageViews DESC LIMIT 10 OFFSET 1000;
SELECT TraficSourceID, SearchEngineID, AdvEngineID, CASE WHEN (SearchEngineID = 0 AND AdvEngineID = 0) THEN Referer ELSE '' END AS Src, URL AS Dst, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND IsRefresh = 0 GROUP BY TraficSourceID, SearchEngineID, AdvEngineID, Src, Dst ORDER BY PageViews DESC LIMIT 10 OFFSET 1000;
SELECT URLHash, EventDate, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND IsRefresh = 0 AND TraficSourceID IN (-1, 6) AND RefererHash = 3594120000172545465 GROUP BY URLHash, EventDate ORDER BY PageViews DESC LIMIT 10 OFFSET 100;
SELECT WindowClientWidth, WindowClientHeight, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND IsRefresh = 0 AND DontCountHits = 0 AND URLHash = 2868770270353813622 GROUP BY WindowClientWidth, WindowClientHeight ORDER BY PageViews DESC LIMIT 10 OFFSET 10000;
SELECT DATE_TRUNC('minute', EventTime) AS M, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-14' AND EventDate <= '2013-07-15' AND IsRefresh = 0 AND DontCountHits = 0 GROUP BY DATE_TRUNC('minute', EventTime) ORDER BY DATE_TRUNC('minute', EventTime) LIMIT 10 OFFSET 1000;
20 changes: 20 additions & 0 deletions clickhouse-parquet-104431-nosplit/query
Original file line number Diff line number Diff line change
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#!/bin/bash
# Reads a SQL query from stdin, runs it via clickhouse-local with the table
# definition from create.sql prepended. Stdout: query result. Stderr: query
# runtime in fractional seconds on the last line. Exit non-zero on error.
#
# Same binary as clickhouse-parquet-104431, but with the single-file Parquet
# split switched off: no read is large enough to clear a 1 PB floor. The
# decision itself still runs - the pull request computes the projected read
# size, and therefore parses the footer, before comparing it against the floor
# - so this directory holds the plan-time cost of the decision while removing
# its effect, and the three directories decompose as
#
# baseline -> nosplit cost of making the split decision
# nosplit -> 104431 effect of actually splitting
set -e

query=$(cat)
./clickhouse local --time --format=Pretty \
--input_format_parquet_min_bytes_to_split=1000000000000000 \
--query="$(cat create.sql); ${query}"
Original file line number Diff line number Diff line change
@@ -0,0 +1,60 @@
{
"system": "ClickHouse (Parquet, single) PR 104431, split off",
"date": "2026-08-17",
"machine": "c6a.2xlarge",
"cluster_size": 1,
"proprietary": "no",
"hardware": "cpu",
"tuned": "no",
"tags": ["C++","column-oriented","embedded","stateless","ClickHouse derivative"],
"load_time": 4,
"data_size": 14779976446,
"concurrent_qps": null,
"concurrent_error_ratio": null,
"result": [
[0.131, 0.035, 0.035],
[0.231, 0.092, 0.1],
[0.377, 0.178, 0.166],
[0.549, 0.176, 0.172],
[0.822, 0.544, 0.549],
[1.253, 0.759, 0.771],
[0.284, 0.103, 0.102],
[0.295, 0.103, 0.102],
[1.298, 0.794, 0.785],
[1.443, 0.944, 0.925],
[0.796, 0.345, 0.345],
[0.848, 0.393, 0.394],
[1.299, 0.743, 0.752],
[2.38, 1.171, 1.156],
[1.548, 1.087, 1.079],
[0.771, 0.489, 0.512],
[2.858, 2.091, 2.114],
[2.303, 1.605, 1.596],
[5.24, 3.911, 3.915],
[0.588, 0.171, 0.188],
[9.606, 1.688, 1.694],
[11.189, 1.993, 2.026],
[21.608, 3.137, 3.184],
[54.761, 43.317, 16.144],
[2.519, 0.86, 0.863],
[1.032, 0.472, 0.464],
[2.516, 0.859, 0.858],
[9.682, 2.307, 2.247],
[8.548, 2.943, 2.723],
[0.356, 0.148, 0.149],
[2.357, 1.252, 1.235],
[5.902, 1.441, 1.415],
[7.099, 4.096, 4.06],
[19.729, 15.839, 15.763],
[19.791, 15.497, 15.792],
[0.719, 0.434, 0.442],
[0.43, 0.144, 0.136],
[0.315, 0.116, 0.112],
[0.389, 0.104, 0.102],
[0.536, 0.208, 0.205],
[0.325, 0.091, 0.092],
[0.313, 0.089, 0.09],
[0.299, 0.08, 0.079]
]
}

Original file line number Diff line number Diff line change
@@ -0,0 +1,60 @@
{
"system": "ClickHouse (Parquet, single) PR 104431, split off",
"date": "2026-08-17",
"machine": "c6a.4xlarge",
"cluster_size": 1,
"proprietary": "no",
"hardware": "cpu",
"tuned": "no",
"tags": ["C++","column-oriented","embedded","stateless","ClickHouse derivative"],
"load_time": 4,
"data_size": 14779976446,
"concurrent_qps": null,
"concurrent_error_ratio": null,
"result": [
[0.137, 0.035, 0.035],
[0.241, 0.086, 0.089],
[0.318, 0.125, 0.125],
[0.701, 0.133, 0.134],
[0.54, 0.36, 0.36],
[0.821, 0.447, 0.447],
[0.231, 0.085, 0.084],
[0.263, 0.089, 0.087],
[0.857, 0.576, 0.567],
[1.257, 0.648, 0.648],
[0.637, 0.252, 0.251],
[0.671, 0.283, 0.28],
[0.944, 0.542, 0.537],
[2.331, 0.802, 0.812],
[1.04, 0.709, 0.709],
[0.568, 0.397, 0.393],
[2.413, 1.509, 1.51],
[2.036, 1.163, 1.164],
[4.74, 2.812, 2.818],
[0.373, 0.137, 0.139],
[9.51, 1.153, 1.148],
[11.181, 1.301, 1.312],
[21.589, 1.909, 1.892],
[54.59, 4.42, 4.439],
[2.508, 0.495, 0.502],
[0.793, 0.294, 0.291],
[2.507, 0.5, 0.503],
[9.683, 1.841, 1.853],
[8.588, 2.494, 2.731],
[0.296, 0.115, 0.112],
[2.317, 0.733, 0.728],
[5.816, 0.917, 0.915],
[5.913, 2.823, 2.789],
[10.016, 2.899, 2.903],
[10.024, 2.891, 2.901],
[0.481, 0.298, 0.296],
[0.419, 0.133, 0.136],
[0.322, 0.115, 0.115],
[0.437, 0.102, 0.102],
[0.515, 0.16, 0.154],
[0.34, 0.091, 0.087],
[0.326, 0.089, 0.088],
[0.31, 0.079, 0.069]
]
}

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