From a52869968c463a02a18d3ad134272665d78dd563 Mon Sep 17 00:00:00 2001 From: OzBenSimhon <168641541+OzBenSimhonTraceloop@users.noreply.github.com> Date: Wed, 7 Jan 2026 09:56:50 +0200 Subject: [PATCH 01/45] fix(langchain): correct unknown role in completion spans (#3532) --- .../instrumentation/langchain/span_utils.py | 9 +- .../tests/test_generation_role_extraction.py | 142 ++++++++++++++++++ 2 files changed, 150 insertions(+), 1 deletion(-) create mode 100644 packages/opentelemetry-instrumentation-langchain/tests/test_generation_role_extraction.py diff --git a/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/span_utils.py b/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/span_utils.py index e80147d968..f7d71b18ab 100644 --- a/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/span_utils.py +++ b/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/span_utils.py @@ -211,10 +211,17 @@ def set_chat_response(span: Span, response: LLMResult) -> None: for generations in response.generations: for generation in generations: prefix = f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}" + + if hasattr(generation, "message") and generation.message and hasattr(generation.message, "type"): + role = _message_type_to_role(generation.message.type) + else: + # For non-chat completions (Generation objects), default to assistant + role = "assistant" + _set_span_attribute( span, f"{prefix}.role", - _message_type_to_role(generation.type), + role, ) # Try to get content from various sources diff --git a/packages/opentelemetry-instrumentation-langchain/tests/test_generation_role_extraction.py b/packages/opentelemetry-instrumentation-langchain/tests/test_generation_role_extraction.py new file mode 100644 index 0000000000..60068843a3 --- /dev/null +++ b/packages/opentelemetry-instrumentation-langchain/tests/test_generation_role_extraction.py @@ -0,0 +1,142 @@ +""" +Tests for generation role extraction in completion spans. + +This tests the fix for generation.type returning class names ("ChatGeneration", "Generation") +instead of message types ("ai", "tool", etc.), which caused completion roles to appear as "unknown" +in observability traces. +""" + +import pytest +from unittest.mock import Mock +from langchain_core.outputs import LLMResult, ChatGeneration, Generation +from langchain_core.messages import AIMessage, ToolMessage +from opentelemetry.semconv._incubating.attributes import gen_ai_attributes as GenAIAttributes +from opentelemetry.instrumentation.langchain.span_utils import set_chat_response + + +class TestCompletionRoleExtraction: + """Test that completion roles are correctly extracted from generation objects.""" + + @pytest.fixture + def mock_span(self): + """Create a mock span for testing.""" + span = Mock() + span.is_recording.return_value = True + span.attributes = {} + + def set_attribute(key, value): + span.attributes[key] = value + + span.set_attribute = set_attribute + return span + + def test_chat_generation_with_ai_message_role(self, mock_span, monkeypatch): + """Test that ChatGeneration with AIMessage correctly extracts 'assistant' role.""" + # Mock should_send_prompts to return True + monkeypatch.setattr( + "opentelemetry.instrumentation.langchain.span_utils.should_send_prompts", + lambda: True + ) + + # Create ChatGeneration with AIMessage + generation = ChatGeneration(message=AIMessage(content="Hello!")) + llm_result = LLMResult(generations=[[generation]]) + + # Call the function + set_chat_response(mock_span, llm_result) + + # Assert role is 'assistant', not 'unknown' + role_key = f"{GenAIAttributes.GEN_AI_COMPLETION}.0.role" + assert role_key in mock_span.attributes + assert mock_span.attributes[role_key] == "assistant" + + def test_chat_generation_with_tool_message_role(self, mock_span, monkeypatch): + """Test that ChatGeneration with ToolMessage correctly extracts 'tool' role.""" + # Mock should_send_prompts to return True + monkeypatch.setattr( + "opentelemetry.instrumentation.langchain.span_utils.should_send_prompts", + lambda: True + ) + + # Create ChatGeneration with ToolMessage + generation = ChatGeneration( + message=ToolMessage(content="Tool result", tool_call_id="123") + ) + llm_result = LLMResult(generations=[[generation]]) + + # Call the function + set_chat_response(mock_span, llm_result) + + # Assert role is 'tool', not 'unknown' + role_key = f"{GenAIAttributes.GEN_AI_COMPLETION}.0.role" + assert role_key in mock_span.attributes + assert mock_span.attributes[role_key] == "tool" + + def test_generation_without_message_defaults_to_assistant(self, mock_span, monkeypatch): + """Test that Generation (non-chat) defaults to 'assistant' role.""" + # Mock should_send_prompts to return True + monkeypatch.setattr( + "opentelemetry.instrumentation.langchain.span_utils.should_send_prompts", + lambda: True + ) + + # Create Generation without message (legacy completion) + generation = Generation(text="This is a completion") + llm_result = LLMResult(generations=[[generation]]) + + # Call the function + set_chat_response(mock_span, llm_result) + + # Assert role defaults to 'assistant', not 'unknown' + role_key = f"{GenAIAttributes.GEN_AI_COMPLETION}.0.role" + assert role_key in mock_span.attributes + assert mock_span.attributes[role_key] == "assistant" + + def test_multiple_generations_with_different_roles(self, mock_span, monkeypatch): + """Test that multiple generations with different message types are handled correctly.""" + # Mock should_send_prompts to return True + monkeypatch.setattr( + "opentelemetry.instrumentation.langchain.span_utils.should_send_prompts", + lambda: True + ) + + # Create multiple generations with different message types + gen1 = ChatGeneration(message=AIMessage(content="AI response")) + gen2 = ChatGeneration(message=ToolMessage(content="Tool result", tool_call_id="123")) + gen3 = Generation(text="Legacy completion") + + llm_result = LLMResult(generations=[[gen1], [gen2], [gen3]]) + + # Call the function + set_chat_response(mock_span, llm_result) + + # Assert all roles are correctly set + assert mock_span.attributes[f"{GenAIAttributes.GEN_AI_COMPLETION}.0.role"] == "assistant" + assert mock_span.attributes[f"{GenAIAttributes.GEN_AI_COMPLETION}.1.role"] == "tool" + assert mock_span.attributes[f"{GenAIAttributes.GEN_AI_COMPLETION}.2.role"] == "assistant" + + def test_generation_type_attribute_is_not_used(self, mock_span, monkeypatch): + """Test that generation.type (which returns class name) is not used directly.""" + # Mock should_send_prompts to return True + monkeypatch.setattr( + "opentelemetry.instrumentation.langchain.span_utils.should_send_prompts", + lambda: True + ) + + # Create ChatGeneration - note that generation.type would be "ChatGeneration" + generation = ChatGeneration(message=AIMessage(content="Test")) + + # Verify the bug scenario: generation.type returns class name, not message type + assert generation.type == "ChatGeneration" # This is the bug + assert generation.message.type == "ai" # This is what we should use + + llm_result = LLMResult(generations=[[generation]]) + + # Call the function + set_chat_response(mock_span, llm_result) + + # Assert role is 'assistant', not 'unknown' + # If the bug existed, passing generation.type directly to _message_type_to_role + # would return 'unknown' because "ChatGeneration" doesn't match any message type + role_key = f"{GenAIAttributes.GEN_AI_COMPLETION}.0.role" + assert mock_span.attributes[role_key] == "assistant" From 8e52c973c6e1fa3f4bd80834df270c802ab108c5 Mon Sep 17 00:00:00 2001 From: Nina Kollman <59646487+nina-kollman@users.noreply.github.com> Date: Thu, 8 Jan 2026 17:47:49 +0200 Subject: [PATCH 02/45] fix(evals): evals API supports input + config, generate mbt functions (#3534) --- .../agent_tool_trajectory.py | 85 +++ .../traceloop/sdk/evaluator/__init__.py | 3 +- .../traceloop/sdk/evaluator/evaluator.py | 3 +- .../evaluator/evaluators_made_by_traceloop.py | 120 ---- .../sdk/generated/evaluators/__init__.py | 104 ++++ .../sdk/generated/evaluators/definitions.py | 548 ++++++++++++++++++ .../sdk/generated/evaluators/registry.py | 8 + .../sdk/generated/evaluators/request.py | 310 ++++++++-- .../sdk/generated/evaluators/response.py | 106 ++-- scripts/codegen/generate_evaluator_models.py | 200 +++++++ 10 files changed, 1262 insertions(+), 225 deletions(-) create mode 100644 packages/sample-app/sample_app/experiment/made_by_traceloop/agent_tool_trajectory.py delete mode 100644 packages/traceloop-sdk/traceloop/sdk/evaluator/evaluators_made_by_traceloop.py create mode 100644 packages/traceloop-sdk/traceloop/sdk/generated/evaluators/definitions.py diff --git a/packages/sample-app/sample_app/experiment/made_by_traceloop/agent_tool_trajectory.py b/packages/sample-app/sample_app/experiment/made_by_traceloop/agent_tool_trajectory.py new file mode 100644 index 0000000000..34a73dd68b --- /dev/null +++ b/packages/sample-app/sample_app/experiment/made_by_traceloop/agent_tool_trajectory.py @@ -0,0 +1,85 @@ +""" +Agent Tool Trajectory Experiment + +This example demonstrates Traceloop's agent tool trajectory evaluator: +- Agent Tool Trajectory: Validates the agent tool trajectory + +This evaluator helps ensure your AI agents perform optimally and follow the expected tool trajectory. +""" + +import asyncio +from traceloop.sdk import Traceloop +from traceloop.sdk.evaluator import EvaluatorMadeByTraceloop + +# Initialize Traceloop +client = Traceloop.init() + + +def agent_evaluators_task(row): + executed_tool_calls = row.get("actual", "") + default_expected = ( + "[{'name': 'search', 'input': {'query': 'weather'}}, " + "{'name': 'book_flight', 'input': {'flight': 'NYC to Paris'}}, " + "{'name': 'get_confirmation', 'input': {'confirmation': 'flight booked'}}]" + ) + expected_tool_calls = row.get("expected", default_expected) + + return { + "executed_tool_calls": executed_tool_calls, + "expected_tool_calls": expected_tool_calls, + } + + +async def run_agent_tool_trajectory_experiment(): + print("\n" + "="*80) + print("AGENT TOOL TRAJECTORY EXPERIMENT") + print("="*80 + "\n") + print("This experiment will test the agent tool trajectory with the agent tool trajectory evaluator:\n") + print("1. Agent Tool Trajectory - Validates the agent tool trajectory") + print("\n" + "-"*80 + "\n") + + # Configure agent evaluators + evaluators = [ + EvaluatorMadeByTraceloop.agent_tool_trajectory( + input_params_sensitive=True, + mismatch_sensitive=False, + order_sensitive=False, + threshold=0.7, + ), + ] + + print("Running experiment with evaluators:") + for evaluator in evaluators: + print(f" - {evaluator.slug}") + + print("\n" + "-"*80 + "\n") + + # Run the experiment + # Note: You'll need to create a dataset with appropriate test cases for agents + results, errors = await client.experiment.run( + dataset_slug="agent-tool-trajectory", # Set a dataset slug that exists in the traceloop platform + dataset_version="v1", + task=agent_evaluators_task, + evaluators=evaluators, + experiment_slug="agent-tool-trajectory-exp", + stop_on_error=False, + wait_for_results=True, + ) + + print("\n" + "="*80) + print("Agent tool trajectory experiment completed!") + print("="*80 + "\n") + + print("Results summary:") + print(f" - Total rows processed: {len(results) if results else 0}") + print(f" - Errors encountered: {len(errors) if errors else 0}") + + if errors: + print("\nErrors:") + for error in errors: + print(f" - {error}") + +if __name__ == "__main__": + print("\nAgent Tool Trajectory Experiment\n") + + asyncio.run(run_agent_tool_trajectory_experiment()) diff --git a/packages/traceloop-sdk/traceloop/sdk/evaluator/__init__.py b/packages/traceloop-sdk/traceloop/sdk/evaluator/__init__.py index 618c701c3c..c9f36629c0 100644 --- a/packages/traceloop-sdk/traceloop/sdk/evaluator/__init__.py +++ b/packages/traceloop-sdk/traceloop/sdk/evaluator/__init__.py @@ -1,10 +1,9 @@ from .evaluator import Evaluator from .config import EvaluatorDetails -from .evaluators_made_by_traceloop import EvaluatorMadeByTraceloop, create_evaluator +from ..generated.evaluators.definitions import EvaluatorMadeByTraceloop __all__ = [ "Evaluator", "EvaluatorDetails", "EvaluatorMadeByTraceloop", - "create_evaluator", ] diff --git a/packages/traceloop-sdk/traceloop/sdk/evaluator/evaluator.py b/packages/traceloop-sdk/traceloop/sdk/evaluator/evaluator.py index 6fa72d0f3d..06c8ef43ee 100644 --- a/packages/traceloop-sdk/traceloop/sdk/evaluator/evaluator.py +++ b/packages/traceloop-sdk/traceloop/sdk/evaluator/evaluator.py @@ -28,7 +28,8 @@ def _validate_evaluator_input(slug: str, input: Dict[str, str]) -> None: request_model = get_request_model(slug) if request_model: try: - request_model(**input) + # Request models expect data nested under 'input' field + request_model(input=input) except ValidationError as e: raise ValueError(f"Invalid input for '{slug}': {e}") from e diff --git a/packages/traceloop-sdk/traceloop/sdk/evaluator/evaluators_made_by_traceloop.py b/packages/traceloop-sdk/traceloop/sdk/evaluator/evaluators_made_by_traceloop.py deleted file mode 100644 index 75c2da1931..0000000000 --- a/packages/traceloop-sdk/traceloop/sdk/evaluator/evaluators_made_by_traceloop.py +++ /dev/null @@ -1,120 +0,0 @@ -""" -Factory class for creating Traceloop evaluators with proper configuration. - -This module dynamically generates factory methods from the generated.evaluators registry. -""" - -from typing import Any, List - -from ..generated.evaluators import REQUEST_MODELS -from .config import EvaluatorDetails - - -def _get_required_fields(slug: str) -> List[str]: - """Get required input fields for an evaluator from its request model.""" - model = REQUEST_MODELS.get(slug) - if not model: - return [] - return [name for name, field in model.model_fields.items() if field.is_required()] - - -def _get_config_fields(slug: str) -> dict: - """Get config fields (non-required) with their defaults from the request model.""" - model = REQUEST_MODELS.get(slug) - if not model: - return {} - config_fields = {} - for name, field in model.model_fields.items(): - if not field.is_required(): - config_fields[name] = field.default - return config_fields - - -def _slug_to_method_name(slug: str) -> str: - """Convert slug like 'pii-detector' to method name like 'pii_detector'.""" - return slug.replace("-", "_") - - -def _method_name_to_slug(method_name: str) -> str: - """Convert method name like 'pii_detector' to slug like 'pii-detector'.""" - return method_name.replace("_", "-") - - -def create_evaluator(slug: str, **config: Any) -> EvaluatorDetails: - """Create an EvaluatorDetails for the given slug with optional config. - - Args: - slug: The evaluator slug (e.g., "pii-detector") - **config: Configuration options for the evaluator - - Returns: - EvaluatorDetails configured for the specified evaluator - - Example: - >>> from traceloop.sdk.evaluator import create_evaluator - >>> evaluator = create_evaluator("pii-detector", probability_threshold=0.8) - """ - if slug not in REQUEST_MODELS: - available = ", ".join(sorted(REQUEST_MODELS.keys())) - raise ValueError(f"Unknown evaluator slug: '{slug}'. Available: {available}") - - # Remove None values from config - config = {k: v for k, v in config.items() if v is not None} - return EvaluatorDetails( - slug=slug, - version=None, - config=config, - required_input_fields=_get_required_fields(slug), - ) - - -class _EvaluatorMadeByTraceloopMeta(type): - """Metaclass that dynamically generates evaluator factory methods.""" - - def __getattr__(cls, name: str) -> Any: - """Dynamically create factory methods for any evaluator slug.""" - slug = _method_name_to_slug(name) - if slug in REQUEST_MODELS: - - def factory(**config: Any) -> EvaluatorDetails: - return create_evaluator(slug, **config) - - factory.__name__ = name - config_fields = list(_get_config_fields(slug).keys()) or "none" - factory.__doc__ = f"Create {slug} evaluator. Config fields: {config_fields}" - return factory - raise AttributeError(f"'{cls.__name__}' has no attribute '{name}'") - - def __dir__(cls) -> List[str]: - """List all available evaluator methods.""" - methods = list(super().__dir__()) - for slug in REQUEST_MODELS: - methods.append(_slug_to_method_name(slug)) - return methods - - -class EvaluatorMadeByTraceloop(metaclass=_EvaluatorMadeByTraceloopMeta): - """ - Factory class for creating Traceloop evaluators with proper configuration. - - All evaluator slugs from the registry are available as methods. - Methods are dynamically generated from REQUEST_MODELS. - - Example: - >>> from traceloop.sdk.evaluator import EvaluatorMadeByTraceloop - >>> - >>> evaluators = [ - ... EvaluatorMadeByTraceloop.pii_detector(probability_threshold=0.8), - ... EvaluatorMadeByTraceloop.toxicity_detector(threshold=0.7), - ... EvaluatorMadeByTraceloop.faithfulness(), - ... ] - - Available evaluators (auto-generated from registry): - - pii_detector, toxicity_detector, prompt_injection - - regex_validator, json_validator, sql_validator - - faithfulness, answer_relevancy, context_relevance - - agent_goal_accuracy, agent_efficiency, agent_flow_quality - - and more... (use dir(EvaluatorMadeByTraceloop) to see all) - """ - - pass diff --git a/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/__init__.py b/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/__init__.py index 5241cf6102..ce544faecd 100644 --- a/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/__init__.py +++ b/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/__init__.py @@ -5,41 +5,91 @@ # ./scripts/generate-models.sh /path/to/swagger.json from .request import ( + AgentEfficiencyInput, AgentEfficiencyRequest, + AgentFlowQualityConfigRequest, + AgentFlowQualityInput, AgentFlowQualityRequest, + AgentGoalAccuracyInput, AgentGoalAccuracyRequest, + AgentGoalCompletenessConfigRequest, + AgentGoalCompletenessInput, AgentGoalCompletenessRequest, + AgentToolErrorDetectorInput, AgentToolErrorDetectorRequest, + AgentToolTrajectoryConfigRequest, + AgentToolTrajectoryInput, + AgentToolTrajectoryRequest, + AnswerCompletenessInput, AnswerCompletenessRequest, + AnswerCorrectnessInput, AnswerCorrectnessRequest, + AnswerRelevancyInput, AnswerRelevancyRequest, + CharCountInput, + CharCountRatioInput, CharCountRatioRequest, CharCountRequest, + ContextRelevanceConfigRequest, + ContextRelevanceInput, ContextRelevanceRequest, + ConversationQualityInput, ConversationQualityRequest, + FaithfulnessInput, FaithfulnessRequest, + HtmlComparisonInput, + HtmlComparisonRequest, + InstructionAdherenceInput, InstructionAdherenceRequest, + IntentChangeInput, IntentChangeRequest, + JSONValidatorConfigRequest, + JSONValidatorInput, JSONValidatorRequest, + PIIDetectorConfigRequest, + PIIDetectorInput, PIIDetectorRequest, + PerplexityInput, PerplexityRequest, + PlaceholderRegexConfigRequest, + PlaceholderRegexInput, PlaceholderRegexRequest, + ProfanityDetectorInput, ProfanityDetectorRequest, + PromptInjectionConfigRequest, + PromptInjectionInput, PromptInjectionRequest, + PromptPerplexityInput, PromptPerplexityRequest, + RegexValidatorConfigRequest, + RegexValidatorInput, RegexValidatorRequest, + SQLValidatorInput, SQLValidatorRequest, + SecretsDetectorInput, SecretsDetectorRequest, + SemanticSimilarityInput, SemanticSimilarityRequest, + SexismDetectorConfigRequest, + SexismDetectorInput, SexismDetectorRequest, + ToneDetectionInput, ToneDetectionRequest, + TopicAdherenceInput, TopicAdherenceRequest, + ToxicityDetectorConfigRequest, + ToxicityDetectorInput, ToxicityDetectorRequest, + UncertaintyDetectorInput, UncertaintyDetectorRequest, + WordCountInput, + WordCountRatioInput, WordCountRatioRequest, WordCountRequest, ) +from .definitions import EvaluatorMadeByTraceloop + from .registry import ( REQUEST_MODELS, RESPONSE_MODELS, @@ -53,6 +103,7 @@ AgentGoalAccuracyResponse, AgentGoalCompletenessResponse, AgentToolErrorDetectorResponse, + AgentToolTrajectoryResponse, AnswerCompletenessResponse, AnswerCorrectnessResponse, AnswerRelevancyResponse, @@ -62,6 +113,7 @@ ConversationQualityResponse, ErrorResponse, FaithfulnessResponse, + HtmlComparisonResponse, InstructionAdherenceResponse, IntentChangeResponse, JSONValidatorResponse, @@ -85,43 +137,93 @@ ) __all__ = [ + # Factory class + "EvaluatorMadeByTraceloop", # Registry functions "REQUEST_MODELS", "RESPONSE_MODELS", "get_request_model", "get_response_model", # Evaluator request models + "AgentEfficiencyInput", "AgentEfficiencyRequest", + "AgentFlowQualityConfigRequest", + "AgentFlowQualityInput", "AgentFlowQualityRequest", + "AgentGoalAccuracyInput", "AgentGoalAccuracyRequest", + "AgentGoalCompletenessConfigRequest", + "AgentGoalCompletenessInput", "AgentGoalCompletenessRequest", + "AgentToolErrorDetectorInput", "AgentToolErrorDetectorRequest", + "AgentToolTrajectoryConfigRequest", + "AgentToolTrajectoryInput", + "AgentToolTrajectoryRequest", + "AnswerCompletenessInput", "AnswerCompletenessRequest", + "AnswerCorrectnessInput", "AnswerCorrectnessRequest", + "AnswerRelevancyInput", "AnswerRelevancyRequest", + "CharCountInput", + "CharCountRatioInput", "CharCountRatioRequest", "CharCountRequest", + "ContextRelevanceConfigRequest", + "ContextRelevanceInput", "ContextRelevanceRequest", + "ConversationQualityInput", "ConversationQualityRequest", + "FaithfulnessInput", "FaithfulnessRequest", + "HtmlComparisonInput", + "HtmlComparisonRequest", + "InstructionAdherenceInput", "InstructionAdherenceRequest", + "IntentChangeInput", "IntentChangeRequest", + "JSONValidatorConfigRequest", + "JSONValidatorInput", "JSONValidatorRequest", + "PIIDetectorConfigRequest", + "PIIDetectorInput", "PIIDetectorRequest", + "PerplexityInput", "PerplexityRequest", + "PlaceholderRegexConfigRequest", + "PlaceholderRegexInput", "PlaceholderRegexRequest", + "ProfanityDetectorInput", "ProfanityDetectorRequest", + "PromptInjectionConfigRequest", + "PromptInjectionInput", "PromptInjectionRequest", + "PromptPerplexityInput", "PromptPerplexityRequest", + "RegexValidatorConfigRequest", + "RegexValidatorInput", "RegexValidatorRequest", + "SQLValidatorInput", "SQLValidatorRequest", + "SecretsDetectorInput", "SecretsDetectorRequest", + "SemanticSimilarityInput", "SemanticSimilarityRequest", + "SexismDetectorConfigRequest", + "SexismDetectorInput", "SexismDetectorRequest", + "ToneDetectionInput", "ToneDetectionRequest", + "TopicAdherenceInput", "TopicAdherenceRequest", + "ToxicityDetectorConfigRequest", + "ToxicityDetectorInput", "ToxicityDetectorRequest", + "UncertaintyDetectorInput", "UncertaintyDetectorRequest", + "WordCountInput", + "WordCountRatioInput", "WordCountRatioRequest", "WordCountRequest", # Evaluator response models @@ -130,6 +232,7 @@ "AgentGoalAccuracyResponse", "AgentGoalCompletenessResponse", "AgentToolErrorDetectorResponse", + "AgentToolTrajectoryResponse", "AnswerCompletenessResponse", "AnswerCorrectnessResponse", "AnswerRelevancyResponse", @@ -139,6 +242,7 @@ "ConversationQualityResponse", "ErrorResponse", "FaithfulnessResponse", + "HtmlComparisonResponse", "InstructionAdherenceResponse", "IntentChangeResponse", "JSONValidatorResponse", diff --git a/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/definitions.py b/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/definitions.py new file mode 100644 index 0000000000..56689a6bf9 --- /dev/null +++ b/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/definitions.py @@ -0,0 +1,548 @@ +""" +Factory methods for creating Traceloop evaluators. + +Provides type-safe factory methods with IDE autocomplete support. + +DO NOT EDIT MANUALLY - Regenerate with: + ./scripts/generate-models.sh /path/to/swagger.json +""" +from __future__ import annotations + +from ...evaluator.config import EvaluatorDetails + + +class EvaluatorMadeByTraceloop: + """ + Factory class for creating Traceloop evaluators with type-safe configuration. + + Each method creates an EvaluatorDetails instance for a specific evaluator, + with properly typed configuration parameters. + + Example: + >>> from traceloop.sdk.evaluator import EvaluatorMadeByTraceloop + >>> + >>> evaluators = [ + ... EvaluatorMadeByTraceloop.pii_detector(probability_threshold=0.8), + ... EvaluatorMadeByTraceloop.toxicity_detector(threshold=0.7), + ... EvaluatorMadeByTraceloop.faithfulness(), + ... ] + """ + + @staticmethod + def agent_efficiency() -> EvaluatorDetails: + """Create agent-efficiency evaluator. + + Required input fields: trajectory_completions, trajectory_prompts + """ + return EvaluatorDetails( + slug="agent-efficiency", + required_input_fields=['trajectory_completions', 'trajectory_prompts'], + ) + + @staticmethod + def agent_flow_quality( + conditions: list[str], + threshold: float, + ) -> EvaluatorDetails: + """Create agent-flow-quality evaluator. + + Args: + conditions: list[str] + threshold: float + + Required input fields: trajectory_completions, trajectory_prompts + """ + config = { + k: v for k, v in {"conditions": conditions, "threshold": threshold}.items() + if v is not None + } + return EvaluatorDetails( + slug="agent-flow-quality", + config=config if config else None, + required_input_fields=['trajectory_completions', 'trajectory_prompts'], + ) + + @staticmethod + def agent_goal_accuracy() -> EvaluatorDetails: + """Create agent-goal-accuracy evaluator. + + Required input fields: completion, question, reference + """ + return EvaluatorDetails( + slug="agent-goal-accuracy", + required_input_fields=['completion', 'question', 'reference'], + ) + + @staticmethod + def agent_goal_completeness( + threshold: float, + ) -> EvaluatorDetails: + """Create agent-goal-completeness evaluator. + + Args: + threshold: float + + Required input fields: trajectory_completions, trajectory_prompts + """ + config = { + k: v for k, v in {"threshold": threshold}.items() + if v is not None + } + return EvaluatorDetails( + slug="agent-goal-completeness", + config=config if config else None, + required_input_fields=['trajectory_completions', 'trajectory_prompts'], + ) + + @staticmethod + def agent_tool_error_detector() -> EvaluatorDetails: + """Create agent-tool-error-detector evaluator. + + Required input fields: tool_input, tool_output + """ + return EvaluatorDetails( + slug="agent-tool-error-detector", + required_input_fields=['tool_input', 'tool_output'], + ) + + @staticmethod + def agent_tool_trajectory( + input_params_sensitive: bool | None = None, + mismatch_sensitive: bool | None = None, + order_sensitive: bool | None = None, + threshold: float | None = None, + ) -> EvaluatorDetails: + """Create agent-tool-trajectory evaluator. + + Args: + input_params_sensitive: bool + mismatch_sensitive: bool + order_sensitive: bool + threshold: float + + Required input fields: executed_tool_calls, expected_tool_calls + """ + config = { + k: v for k, v in {"input_params_sensitive": input_params_sensitive, "mismatch_sensitive": mismatch_sensitive, "order_sensitive": order_sensitive, "threshold": threshold}.items() + if v is not None + } + return EvaluatorDetails( + slug="agent-tool-trajectory", + config=config if config else None, + required_input_fields=['executed_tool_calls', 'expected_tool_calls'], + ) + + @staticmethod + def answer_completeness() -> EvaluatorDetails: + """Create answer-completeness evaluator. + + Required input fields: completion, context, question + """ + return EvaluatorDetails( + slug="answer-completeness", + required_input_fields=['completion', 'context', 'question'], + ) + + @staticmethod + def answer_correctness() -> EvaluatorDetails: + """Create answer-correctness evaluator. + + Required input fields: completion, ground_truth, question + """ + return EvaluatorDetails( + slug="answer-correctness", + required_input_fields=['completion', 'ground_truth', 'question'], + ) + + @staticmethod + def answer_relevancy() -> EvaluatorDetails: + """Create answer-relevancy evaluator. + + Required input fields: answer, question + """ + return EvaluatorDetails( + slug="answer-relevancy", + required_input_fields=['answer', 'question'], + ) + + @staticmethod + def char_count() -> EvaluatorDetails: + """Create char-count evaluator. + + Required input fields: text + """ + return EvaluatorDetails( + slug="char-count", + required_input_fields=['text'], + ) + + @staticmethod + def char_count_ratio() -> EvaluatorDetails: + """Create char-count-ratio evaluator. + + Required input fields: denominator_text, numerator_text + """ + return EvaluatorDetails( + slug="char-count-ratio", + required_input_fields=['denominator_text', 'numerator_text'], + ) + + @staticmethod + def context_relevance( + model: str | None = None, + ) -> EvaluatorDetails: + """Create context-relevance evaluator. + + Args: + model: str + + Required input fields: context, query + """ + config = { + k: v for k, v in {"model": model}.items() + if v is not None + } + return EvaluatorDetails( + slug="context-relevance", + config=config if config else None, + required_input_fields=['context', 'query'], + ) + + @staticmethod + def conversation_quality() -> EvaluatorDetails: + """Create conversation-quality evaluator. + + Required input fields: completions, prompts + """ + return EvaluatorDetails( + slug="conversation-quality", + required_input_fields=['completions', 'prompts'], + ) + + @staticmethod + def faithfulness() -> EvaluatorDetails: + """Create faithfulness evaluator. + + Required input fields: completion, context, question + """ + return EvaluatorDetails( + slug="faithfulness", + required_input_fields=['completion', 'context', 'question'], + ) + + @staticmethod + def html_comparison() -> EvaluatorDetails: + """Create html-comparison evaluator. + + Required input fields: html1, html2 + """ + return EvaluatorDetails( + slug="html-comparison", + required_input_fields=['html1', 'html2'], + ) + + @staticmethod + def instruction_adherence() -> EvaluatorDetails: + """Create instruction-adherence evaluator. + + Required input fields: instructions, response + """ + return EvaluatorDetails( + slug="instruction-adherence", + required_input_fields=['instructions', 'response'], + ) + + @staticmethod + def intent_change() -> EvaluatorDetails: + """Create intent-change evaluator. + + Required input fields: completions, prompts + """ + return EvaluatorDetails( + slug="intent-change", + required_input_fields=['completions', 'prompts'], + ) + + @staticmethod + def json_validator( + enable_schema_validation: bool | None = None, + schema_string: str | None = None, + ) -> EvaluatorDetails: + """Create json-validator evaluator. + + Args: + enable_schema_validation: bool + schema_string: str + + Required input fields: text + """ + config = { + k: v for k, v in {"enable_schema_validation": enable_schema_validation, "schema_string": schema_string}.items() + if v is not None + } + return EvaluatorDetails( + slug="json-validator", + config=config if config else None, + required_input_fields=['text'], + ) + + @staticmethod + def perplexity() -> EvaluatorDetails: + """Create perplexity evaluator. + + Required input fields: logprobs + """ + return EvaluatorDetails( + slug="perplexity", + required_input_fields=['logprobs'], + ) + + @staticmethod + def pii_detector( + probability_threshold: float | None = None, + ) -> EvaluatorDetails: + """Create pii-detector evaluator. + + Args: + probability_threshold: float + + Required input fields: text + """ + config = { + k: v for k, v in {"probability_threshold": probability_threshold}.items() + if v is not None + } + return EvaluatorDetails( + slug="pii-detector", + config=config if config else None, + required_input_fields=['text'], + ) + + @staticmethod + def placeholder_regex( + case_sensitive: bool | None = None, + dot_include_nl: bool | None = None, + multi_line: bool | None = None, + should_match: bool | None = None, + ) -> EvaluatorDetails: + """Create placeholder-regex evaluator. + + Args: + case_sensitive: bool + dot_include_nl: bool + multi_line: bool + should_match: bool + + Required input fields: placeholder_value, text + """ + config = { + k: v for k, v in {"case_sensitive": case_sensitive, "dot_include_nl": dot_include_nl, "multi_line": multi_line, "should_match": should_match}.items() + if v is not None + } + return EvaluatorDetails( + slug="placeholder-regex", + config=config if config else None, + required_input_fields=['placeholder_value', 'text'], + ) + + @staticmethod + def profanity_detector() -> EvaluatorDetails: + """Create profanity-detector evaluator. + + Required input fields: text + """ + return EvaluatorDetails( + slug="profanity-detector", + required_input_fields=['text'], + ) + + @staticmethod + def prompt_injection( + threshold: float | None = None, + ) -> EvaluatorDetails: + """Create prompt-injection evaluator. + + Args: + threshold: float + + Required input fields: prompt + """ + config = { + k: v for k, v in {"threshold": threshold}.items() + if v is not None + } + return EvaluatorDetails( + slug="prompt-injection", + config=config if config else None, + required_input_fields=['prompt'], + ) + + @staticmethod + def prompt_perplexity() -> EvaluatorDetails: + """Create prompt-perplexity evaluator. + + Required input fields: prompt + """ + return EvaluatorDetails( + slug="prompt-perplexity", + required_input_fields=['prompt'], + ) + + @staticmethod + def regex_validator( + case_sensitive: bool | None = None, + dot_include_nl: bool | None = None, + multi_line: bool | None = None, + regex: str | None = None, + should_match: bool | None = None, + ) -> EvaluatorDetails: + """Create regex-validator evaluator. + + Args: + case_sensitive: bool + dot_include_nl: bool + multi_line: bool + regex: str + should_match: bool + + Required input fields: text + """ + config = { + k: v for k, v in {"case_sensitive": case_sensitive, "dot_include_nl": dot_include_nl, "multi_line": multi_line, "regex": regex, "should_match": should_match}.items() + if v is not None + } + return EvaluatorDetails( + slug="regex-validator", + config=config if config else None, + required_input_fields=['text'], + ) + + @staticmethod + def secrets_detector() -> EvaluatorDetails: + """Create secrets-detector evaluator. + + Required input fields: text + """ + return EvaluatorDetails( + slug="secrets-detector", + required_input_fields=['text'], + ) + + @staticmethod + def semantic_similarity() -> EvaluatorDetails: + """Create semantic-similarity evaluator. + + Required input fields: completion, reference + """ + return EvaluatorDetails( + slug="semantic-similarity", + required_input_fields=['completion', 'reference'], + ) + + @staticmethod + def sexism_detector( + threshold: float | None = None, + ) -> EvaluatorDetails: + """Create sexism-detector evaluator. + + Args: + threshold: float + + Required input fields: text + """ + config = { + k: v for k, v in {"threshold": threshold}.items() + if v is not None + } + return EvaluatorDetails( + slug="sexism-detector", + config=config if config else None, + required_input_fields=['text'], + ) + + @staticmethod + def sql_validator() -> EvaluatorDetails: + """Create sql-validator evaluator. + + Required input fields: text + """ + return EvaluatorDetails( + slug="sql-validator", + required_input_fields=['text'], + ) + + @staticmethod + def tone_detection() -> EvaluatorDetails: + """Create tone-detection evaluator. + + Required input fields: text + """ + return EvaluatorDetails( + slug="tone-detection", + required_input_fields=['text'], + ) + + @staticmethod + def topic_adherence() -> EvaluatorDetails: + """Create topic-adherence evaluator. + + Required input fields: completion, question, reference_topics + """ + return EvaluatorDetails( + slug="topic-adherence", + required_input_fields=['completion', 'question', 'reference_topics'], + ) + + @staticmethod + def toxicity_detector( + threshold: float | None = None, + ) -> EvaluatorDetails: + """Create toxicity-detector evaluator. + + Args: + threshold: float + + Required input fields: text + """ + config = { + k: v for k, v in {"threshold": threshold}.items() + if v is not None + } + return EvaluatorDetails( + slug="toxicity-detector", + config=config if config else None, + required_input_fields=['text'], + ) + + @staticmethod + def uncertainty_detector() -> EvaluatorDetails: + """Create uncertainty-detector evaluator. + + Required input fields: prompt + """ + return EvaluatorDetails( + slug="uncertainty-detector", + required_input_fields=['prompt'], + ) + + @staticmethod + def word_count() -> EvaluatorDetails: + """Create word-count evaluator. + + Required input fields: text + """ + return EvaluatorDetails( + slug="word-count", + required_input_fields=['text'], + ) + + @staticmethod + def word_count_ratio() -> EvaluatorDetails: + """Create word-count-ratio evaluator. + + Required input fields: denominator_text, numerator_text + """ + return EvaluatorDetails( + slug="word-count-ratio", + required_input_fields=['denominator_text', 'numerator_text'], + ) diff --git a/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/registry.py b/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/registry.py index 56a02362e9..c30767a827 100644 --- a/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/registry.py +++ b/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/registry.py @@ -16,6 +16,7 @@ AgentGoalAccuracyRequest, AgentGoalCompletenessRequest, AgentToolErrorDetectorRequest, + AgentToolTrajectoryRequest, AnswerCompletenessRequest, AnswerCorrectnessRequest, AnswerRelevancyRequest, @@ -24,6 +25,7 @@ ContextRelevanceRequest, ConversationQualityRequest, FaithfulnessRequest, + HtmlComparisonRequest, InstructionAdherenceRequest, IntentChangeRequest, JSONValidatorRequest, @@ -52,6 +54,7 @@ AgentGoalAccuracyResponse, AgentGoalCompletenessResponse, AgentToolErrorDetectorResponse, + AgentToolTrajectoryResponse, AnswerCompletenessResponse, AnswerCorrectnessResponse, AnswerRelevancyResponse, @@ -60,6 +63,7 @@ ContextRelevanceResponse, ConversationQualityResponse, FaithfulnessResponse, + HtmlComparisonResponse, InstructionAdherenceResponse, IntentChangeResponse, JSONValidatorResponse, @@ -90,6 +94,7 @@ "agent-goal-accuracy": AgentGoalAccuracyRequest, "agent-goal-completeness": AgentGoalCompletenessRequest, "agent-tool-error-detector": AgentToolErrorDetectorRequest, + "agent-tool-trajectory": AgentToolTrajectoryRequest, "answer-completeness": AnswerCompletenessRequest, "answer-correctness": AnswerCorrectnessRequest, "answer-relevancy": AnswerRelevancyRequest, @@ -98,6 +103,7 @@ "context-relevance": ContextRelevanceRequest, "conversation-quality": ConversationQualityRequest, "faithfulness": FaithfulnessRequest, + "html-comparison": HtmlComparisonRequest, "instruction-adherence": InstructionAdherenceRequest, "intent-change": IntentChangeRequest, "json-validator": JSONValidatorRequest, @@ -127,6 +133,7 @@ "agent-goal-accuracy": AgentGoalAccuracyResponse, "agent-goal-completeness": AgentGoalCompletenessResponse, "agent-tool-error-detector": AgentToolErrorDetectorResponse, + "agent-tool-trajectory": AgentToolTrajectoryResponse, "answer-completeness": AnswerCompletenessResponse, "answer-correctness": AnswerCorrectnessResponse, "answer-relevancy": AnswerRelevancyResponse, @@ -135,6 +142,7 @@ "context-relevance": ContextRelevanceResponse, "conversation-quality": ConversationQualityResponse, "faithfulness": FaithfulnessResponse, + "html-comparison": HtmlComparisonResponse, "instruction-adherence": InstructionAdherenceResponse, "intent-change": IntentChangeResponse, "json-validator": JSONValidatorResponse, diff --git a/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/request.py b/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/request.py index b869224ce6..7e9f9b2e87 100644 --- a/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/request.py +++ b/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/request.py @@ -1,14 +1,12 @@ # generated by datamodel-codegen: -# filename: tmpvqz8m01b.json +# filename: tmpslpb59ih.json from __future__ import annotations -from typing import Optional - from pydantic import BaseModel, Field -class AgentEfficiencyRequest(BaseModel): +class AgentEfficiencyInput(BaseModel): trajectory_completions: str = Field( ..., examples=['["User found", "Email updated", "Changes saved"]'] ) @@ -17,11 +15,18 @@ class AgentEfficiencyRequest(BaseModel): ) -class AgentFlowQualityRequest(BaseModel): +class AgentEfficiencyRequest(BaseModel): + input: AgentEfficiencyInput + + +class AgentFlowQualityConfigRequest(BaseModel): conditions: list[str] = Field( ..., examples=[['no tools called', 'agent completed task']] ) threshold: float = Field(..., examples=[0.5]) + + +class AgentFlowQualityInput(BaseModel): trajectory_completions: str = Field( ..., examples=['["Found 5 flights", "Selected $299 flight", "Booking confirmed"]'], @@ -34,7 +39,12 @@ class AgentFlowQualityRequest(BaseModel): ) -class AgentGoalAccuracyRequest(BaseModel): +class AgentFlowQualityRequest(BaseModel): + config: AgentFlowQualityConfigRequest + input: AgentFlowQualityInput + + +class AgentGoalAccuracyInput(BaseModel): completion: str = Field( ..., examples=[ @@ -47,8 +57,15 @@ class AgentGoalAccuracyRequest(BaseModel): reference: str = Field(..., examples=['Flight booked: NYC to LA, Monday departure']) -class AgentGoalCompletenessRequest(BaseModel): +class AgentGoalAccuracyRequest(BaseModel): + input: AgentGoalAccuracyInput + + +class AgentGoalCompletenessConfigRequest(BaseModel): threshold: float = Field(..., examples=[0.5]) + + +class AgentGoalCompletenessInput(BaseModel): trajectory_completions: str = Field( ..., examples=['["Account created", "Preferences saved", "Notifications enabled"]'], @@ -59,7 +76,12 @@ class AgentGoalCompletenessRequest(BaseModel): ) -class AgentToolErrorDetectorRequest(BaseModel): +class AgentGoalCompletenessRequest(BaseModel): + config: AgentGoalCompletenessConfigRequest | None = None + input: AgentGoalCompletenessInput + + +class AgentToolErrorDetectorInput(BaseModel): tool_input: str = Field( ..., examples=['{"action": "search", "query": "flights to Paris"}'] ) @@ -71,59 +93,115 @@ class AgentToolErrorDetectorRequest(BaseModel): ) -class AnswerCompletenessRequest(BaseModel): +class AgentToolErrorDetectorRequest(BaseModel): + input: AgentToolErrorDetectorInput + + +class AgentToolTrajectoryConfigRequest(BaseModel): + input_params_sensitive: bool | None = Field(None, examples=[True]) + mismatch_sensitive: bool | None = Field(None, examples=[False]) + order_sensitive: bool | None = Field(None, examples=[False]) + threshold: float | None = Field(None, examples=[0.5]) + + +class AgentToolTrajectoryInput(BaseModel): + executed_tool_calls: str = Field( + ..., examples=['[{"name": "search", "input": {"query": "weather"}}]'] + ) + expected_tool_calls: str = Field( + ..., examples=['[{"name": "search", "input": {"query": "weather"}}]'] + ) + + +class AgentToolTrajectoryRequest(BaseModel): + config: AgentToolTrajectoryConfigRequest | None = None + input: AgentToolTrajectoryInput + + +class AnswerCompletenessInput(BaseModel): completion: str = Field(..., examples=['Paris.']) context: str = Field(..., examples=['The capital of France is Paris.']) question: str = Field(..., examples=['What is the capital of France?']) -class AnswerCorrectnessRequest(BaseModel): +class AnswerCompletenessRequest(BaseModel): + input: AnswerCompletenessInput + + +class AnswerCorrectnessInput(BaseModel): completion: str = Field(..., examples=['World War II ended in 1945.']) ground_truth: str = Field(..., examples=['1945']) question: str = Field(..., examples=['What year did World War II end?']) -class AnswerRelevancyRequest(BaseModel): +class AnswerCorrectnessRequest(BaseModel): + input: AnswerCorrectnessInput + + +class AnswerRelevancyInput(BaseModel): answer: str = Field(..., examples=['The capital of France is Paris.']) question: str = Field(..., examples=['What is the capital of France?']) -class CharCountRatioRequest(BaseModel): +class AnswerRelevancyRequest(BaseModel): + input: AnswerRelevancyInput + + +class CharCountInput(BaseModel): + text: str = Field(..., examples=['Hello, world! This is a sample text.']) + + +class CharCountRatioInput(BaseModel): denominator_text: str = Field( ..., examples=['This is a longer text for comparison'] ) numerator_text: str = Field(..., examples=['Short text']) +class CharCountRatioRequest(BaseModel): + input: CharCountRatioInput + + class CharCountRequest(BaseModel): - text: str = Field(..., examples=['Hello, world! This is a sample text.']) + input: CharCountInput -class ContextRelevanceRequest(BaseModel): +class ContextRelevanceConfigRequest(BaseModel): + model: str | None = Field(None, examples=['gpt-4o']) + + +class ContextRelevanceInput(BaseModel): context: str = Field( ..., examples=[ 'Our store is open Monday to Friday from 9am to 6pm, and Saturday from 10am to 4pm. We are closed on Sundays.' ], ) - model: Optional[str] = Field(None, examples=['gpt-4o']) query: str = Field(..., examples=['What are the business hours?']) -class ConversationQualityRequest(BaseModel): +class ContextRelevanceRequest(BaseModel): + config: ContextRelevanceConfigRequest | None = None + input: ContextRelevanceInput + + +class ConversationQualityInput(BaseModel): completions: str = Field( ..., examples=[ '["Hi! I\'d be happy to assist you today.", "We offer consulting, development, and support services."]' ], ) - model: Optional[str] = Field(None, examples=['gpt-4o']) prompts: str = Field( ..., examples=['["Hello, how can I help?", "What services do you offer?"]'] ) -class FaithfulnessRequest(BaseModel): +class ConversationQualityRequest(BaseModel): + input: ConversationQualityInput + + +class FaithfulnessInput(BaseModel): completion: str = Field( ..., examples=['The Eiffel Tower is located in Paris and was built in 1889.'] ) @@ -136,7 +214,24 @@ class FaithfulnessRequest(BaseModel): question: str = Field(..., examples=['When was the Eiffel Tower built?']) -class InstructionAdherenceRequest(BaseModel): +class FaithfulnessRequest(BaseModel): + input: FaithfulnessInput + + +class HtmlComparisonInput(BaseModel): + html1: str = Field( + ..., examples=['

Hello, world!

'] + ) + html2: str = Field( + ..., examples=['

Hello, world!

'] + ) + + +class HtmlComparisonRequest(BaseModel): + input: HtmlComparisonInput + + +class InstructionAdherenceInput(BaseModel): instructions: str = Field( ..., examples=['Respond in exactly 3 bullet points and use formal language.'] ) @@ -148,28 +243,46 @@ class InstructionAdherenceRequest(BaseModel): ) -class IntentChangeRequest(BaseModel): +class InstructionAdherenceRequest(BaseModel): + input: InstructionAdherenceInput + + +class IntentChangeInput(BaseModel): completions: str = Field( ..., examples=[ '["Sure, I can help with hotel booking", "No problem, let me search for flights"]' ], ) - model: Optional[str] = Field(None, examples=['gpt-4o']) prompts: str = Field( ..., examples=['["I want to book a hotel", "Actually, I need a flight instead"]'], ) -class JSONValidatorRequest(BaseModel): - enable_schema_validation: Optional[bool] = Field(None, examples=[True]) - schema_string: Optional[str] = Field(None, examples=['{}']) +class IntentChangeRequest(BaseModel): + input: IntentChangeInput + + +class JSONValidatorConfigRequest(BaseModel): + enable_schema_validation: bool | None = Field(None, examples=[True]) + schema_string: str | None = Field(None, examples=['{}']) + + +class JSONValidatorInput(BaseModel): text: str = Field(..., examples=['{"name": "John", "age": 30}']) -class PIIDetectorRequest(BaseModel): - probability_threshold: Optional[float] = Field(None, examples=[0.8]) +class JSONValidatorRequest(BaseModel): + config: JSONValidatorConfigRequest | None = None + input: JSONValidatorInput + + +class PIIDetectorConfigRequest(BaseModel): + probability_threshold: float | None = Field(None, examples=[0.8]) + + +class PIIDetectorInput(BaseModel): text: str = Field( ..., examples=[ @@ -178,71 +291,136 @@ class PIIDetectorRequest(BaseModel): ) -class PerplexityRequest(BaseModel): +class PIIDetectorRequest(BaseModel): + config: PIIDetectorConfigRequest | None = None + input: PIIDetectorInput + + +class PerplexityInput(BaseModel): logprobs: str = Field(..., examples=['[-2.3, -1.5, -0.8, -1.2, -0.5]']) -class PlaceholderRegexRequest(BaseModel): - case_sensitive: Optional[bool] = Field(None, examples=[True]) - dot_include_nl: Optional[bool] = Field(None, examples=[True]) - multi_line: Optional[bool] = Field(None, examples=[True]) +class PerplexityRequest(BaseModel): + input: PerplexityInput + + +class PlaceholderRegexConfigRequest(BaseModel): + case_sensitive: bool | None = Field(None, examples=[True]) + dot_include_nl: bool | None = Field(None, examples=[True]) + multi_line: bool | None = Field(None, examples=[True]) + should_match: bool | None = Field(None, examples=[True]) + + +class PlaceholderRegexInput(BaseModel): placeholder_value: str = Field( ..., examples=['[A-Za-z0-9._%+-]+@[A-Za-z0-9.-]+\\.[A-Z|a-z]{2,}'] ) - should_match: Optional[bool] = Field(None, examples=[True]) text: str = Field(..., examples=['user@example.com']) -class ProfanityDetectorRequest(BaseModel): +class PlaceholderRegexRequest(BaseModel): + config: PlaceholderRegexConfigRequest | None = None + input: PlaceholderRegexInput + + +class ProfanityDetectorInput(BaseModel): text: str = Field(..., examples=['This is a clean and professional message.']) -class PromptInjectionRequest(BaseModel): +class ProfanityDetectorRequest(BaseModel): + input: ProfanityDetectorInput + + +class PromptInjectionConfigRequest(BaseModel): + threshold: float | None = Field(None, examples=[0.5]) + + +class PromptInjectionInput(BaseModel): prompt: str = Field(..., examples=['What is the weather like today?']) - threshold: Optional[float] = Field(None, examples=[0.5]) -class PromptPerplexityRequest(BaseModel): +class PromptInjectionRequest(BaseModel): + config: PromptInjectionConfigRequest | None = None + input: PromptInjectionInput + + +class PromptPerplexityInput(BaseModel): prompt: str = Field(..., examples=['What is the capital of France?']) -class RegexValidatorRequest(BaseModel): - case_sensitive: Optional[bool] = Field(None, examples=[True]) - dot_include_nl: Optional[bool] = Field(None, examples=[True]) - multi_line: Optional[bool] = Field(None, examples=[True]) - regex: Optional[str] = Field(None, examples=['.*']) - should_match: Optional[bool] = Field(None, examples=[True]) +class PromptPerplexityRequest(BaseModel): + input: PromptPerplexityInput + + +class RegexValidatorConfigRequest(BaseModel): + case_sensitive: bool | None = Field(None, examples=[True]) + dot_include_nl: bool | None = Field(None, examples=[True]) + multi_line: bool | None = Field(None, examples=[True]) + regex: str | None = Field(None, examples=['.*']) + should_match: bool | None = Field(None, examples=[True]) + + +class RegexValidatorInput(BaseModel): text: str = Field(..., examples=['user@example.com']) -class SQLValidatorRequest(BaseModel): +class RegexValidatorRequest(BaseModel): + config: RegexValidatorConfigRequest | None = None + input: RegexValidatorInput + + +class SQLValidatorInput(BaseModel): text: str = Field(..., examples=['SELECT * FROM users WHERE id = 1;']) -class SecretsDetectorRequest(BaseModel): +class SQLValidatorRequest(BaseModel): + input: SQLValidatorInput + + +class SecretsDetectorInput(BaseModel): text: str = Field( ..., examples=['Here is some text without any API keys or passwords.'] ) -class SemanticSimilarityRequest(BaseModel): +class SecretsDetectorRequest(BaseModel): + input: SecretsDetectorInput + + +class SemanticSimilarityInput(BaseModel): completion: str = Field(..., examples=['The cat sat on the mat.']) reference: str = Field(..., examples=['A feline was resting on the rug.']) -class SexismDetectorRequest(BaseModel): +class SemanticSimilarityRequest(BaseModel): + input: SemanticSimilarityInput + + +class SexismDetectorConfigRequest(PromptInjectionConfigRequest): + pass + + +class SexismDetectorInput(BaseModel): text: str = Field( ..., examples=['All team members should be treated equally regardless of gender.'], ) - threshold: Optional[float] = Field(None, examples=[0.5]) -class ToneDetectionRequest(BaseModel): +class SexismDetectorRequest(BaseModel): + config: SexismDetectorConfigRequest | None = None + input: SexismDetectorInput + + +class ToneDetectionInput(BaseModel): text: str = Field(..., examples=['The capital of France is Paris.']) -class TopicAdherenceRequest(BaseModel): +class ToneDetectionRequest(BaseModel): + input: ToneDetectionInput + + +class TopicAdherenceInput(BaseModel): completion: str = Field( ..., examples=[ @@ -255,23 +433,47 @@ class TopicAdherenceRequest(BaseModel): ) -class ToxicityDetectorRequest(BaseModel): +class TopicAdherenceRequest(BaseModel): + input: TopicAdherenceInput + + +class ToxicityDetectorConfigRequest(PromptInjectionConfigRequest): + pass + + +class ToxicityDetectorInput(BaseModel): text: str = Field(..., examples=['Thank you for your help with this project.']) - threshold: Optional[float] = Field(None, examples=[0.5]) -class UncertaintyDetectorRequest(BaseModel): +class ToxicityDetectorRequest(BaseModel): + config: ToxicityDetectorConfigRequest | None = None + input: ToxicityDetectorInput + + +class UncertaintyDetectorInput(BaseModel): prompt: str = Field( ..., examples=['I am not sure, I think the capital of France is Paris.'] ) -class WordCountRatioRequest(BaseModel): +class UncertaintyDetectorRequest(BaseModel): + input: UncertaintyDetectorInput + + +class WordCountInput(BaseModel): + text: str = Field(..., examples=['This is a sample text with several words.']) + + +class WordCountRatioInput(BaseModel): denominator_text: str = Field( ..., examples=['This is a longer input text for comparison'] ) numerator_text: str = Field(..., examples=['Short response']) +class WordCountRatioRequest(BaseModel): + input: WordCountRatioInput + + class WordCountRequest(BaseModel): - text: str = Field(..., examples=['This is a sample text with several words.']) + input: WordCountInput diff --git a/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/response.py b/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/response.py index 0b75dd715d..9573e20c82 100644 --- a/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/response.py +++ b/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/response.py @@ -1,123 +1,133 @@ # generated by datamodel-codegen: -# filename: tmpvqz8m01b.json +# filename: tmpslpb59ih.json from __future__ import annotations -from typing import Optional - from pydantic import BaseModel, Field class AgentEfficiencyResponse(BaseModel): - step_efficiency_reason: Optional[str] = Field( + step_efficiency_reason: str | None = Field( None, examples=['Agent completed task with minimal redundant steps'] ) - step_efficiency_score: Optional[float] = Field(None, examples=[0.85]) - task_completion_reason: Optional[str] = Field( + step_efficiency_score: float | None = Field(None, examples=[0.85]) + task_completion_reason: str | None = Field( None, examples=['All required tasks were completed successfully'] ) - task_completion_score: Optional[float] = Field(None, examples=[0.92]) + task_completion_score: float | None = Field(None, examples=[0.92]) class AgentFlowQualityResponse(BaseModel): - reason: Optional[str] = Field( + reason: str | None = Field( None, examples=['Agent followed the expected flow correctly'] ) - result: Optional[str] = Field(None, examples=['pass']) - score: Optional[float] = Field(None, examples=[0.89]) + result: str | None = Field(None, examples=['pass']) + score: float | None = Field(None, examples=[0.89]) class AgentGoalAccuracyResponse(BaseModel): - accuracy_score: Optional[float] = Field(None, examples=[0.88]) + accuracy_score: float | None = Field(None, examples=[0.88]) class AgentGoalCompletenessResponse(BaseModel): - reason: Optional[str] = Field(None, examples=['All user goals were accomplished']) - result: Optional[str] = Field(None, examples=['complete']) - score: Optional[float] = Field(None, examples=[0.95]) + reason: str | None = Field(None, examples=['All user goals were accomplished']) + result: str | None = Field(None, examples=['complete']) + score: float | None = Field(None, examples=[0.95]) class AgentToolErrorDetectorResponse(BaseModel): - reason: Optional[str] = Field( + reason: str | None = Field( None, examples=['Tool executed successfully without errors'] ) - result: Optional[str] = Field(None, examples=['success']) + result: str | None = Field(None, examples=['success']) + + +class AgentToolTrajectoryResponse(BaseModel): + reason: str | None = Field( + None, examples=['Tool calls match the expected trajectory'] + ) + result: str | None = Field(None, examples=['pass']) + score: float | None = Field(None, examples=[0.85]) class AnswerCompletenessResponse(BaseModel): - answer_completeness_score: Optional[float] = Field(None, examples=[0.95]) + answer_completeness_score: float | None = Field(None, examples=[0.95]) class AnswerCorrectnessResponse(BaseModel): - correctness_score: Optional[float] = Field(None, examples=[0.91]) + correctness_score: float | None = Field(None, examples=[0.91]) class AnswerRelevancyResponse(BaseModel): - is_relevant: Optional[bool] = Field(None, examples=[True]) + is_relevant: bool | None = Field(None, examples=[True]) class CharCountRatioResponse(BaseModel): - char_ratio: Optional[float] = Field(None, examples=[0.75]) + char_ratio: float | None = Field(None, examples=[0.75]) class CharCountResponse(BaseModel): - char_count: Optional[int] = Field(None, examples=[42]) + char_count: int | None = Field(None, examples=[42]) class ContextRelevanceResponse(BaseModel): - relevance_score: Optional[float] = Field(None, examples=[0.88]) + relevance_score: float | None = Field(None, examples=[0.88]) class ConversationQualityResponse(BaseModel): - conversation_quality_score: Optional[float] = Field(None, examples=[0.82]) + conversation_quality_score: float | None = Field(None, examples=[0.82]) class ErrorResponse(BaseModel): - error: Optional[str] = Field(None, examples=['error message']) + error: str | None = Field(None, examples=['error message']) class FaithfulnessResponse(BaseModel): - is_faithful: Optional[bool] = Field(None, examples=[True]) + is_faithful: bool | None = Field(None, examples=[True]) + + +class HtmlComparisonResponse(BaseModel): + similarity_score: float | None = Field(None, examples=[0.92]) class InstructionAdherenceResponse(BaseModel): - instruction_adherence_score: Optional[float] = Field(None, examples=[0.87]) + instruction_adherence_score: float | None = Field(None, examples=[0.87]) class IntentChangeResponse(BaseModel): - pass_: Optional[bool] = Field(None, alias='pass', examples=[True]) - reason: Optional[str] = Field( + pass_: bool | None = Field(None, alias='pass', examples=[True]) + reason: str | None = Field( None, examples=['User intent remained consistent throughout the conversation'] ) - score: Optional[int] = Field(None, examples=[1]) + score: int | None = Field(None, examples=[1]) class JSONValidatorResponse(BaseModel): - is_valid_json: Optional[bool] = Field(None, examples=[True]) + is_valid_json: bool | None = Field(None, examples=[True]) class PIIDetectorResponse(BaseModel): - has_pii: Optional[bool] = Field(None, examples=[False]) + has_pii: bool | None = Field(None, examples=[False]) class PerplexityResponse(BaseModel): - perplexity_score: Optional[float] = Field(None, examples=[12.5]) + perplexity_score: float | None = Field(None, examples=[12.5]) class PlaceholderRegexResponse(BaseModel): - is_valid_regex: Optional[bool] = Field(None, examples=[True]) + is_valid_regex: bool | None = Field(None, examples=[True]) class ProfanityDetectorResponse(BaseModel): - has_profanity: Optional[bool] = Field(None, examples=[False]) + has_profanity: bool | None = Field(None, examples=[False]) class PromptInjectionResponse(BaseModel): - has_injection: Optional[str] = Field(None, examples=['safe']) + has_injection: str | None = Field(None, examples=['safe']) class PromptPerplexityResponse(BaseModel): - perplexity_score: Optional[float] = Field(None, examples=[8.3]) + perplexity_score: float | None = Field(None, examples=[8.3]) class RegexValidatorResponse(PlaceholderRegexResponse): @@ -125,28 +135,28 @@ class RegexValidatorResponse(PlaceholderRegexResponse): class SQLValidatorResponse(BaseModel): - is_valid_sql: Optional[bool] = Field(None, examples=[True]) + is_valid_sql: bool | None = Field(None, examples=[True]) class SecretsDetectorResponse(BaseModel): - has_secret: Optional[bool] = Field(None, examples=[False]) + has_secret: bool | None = Field(None, examples=[False]) -class SemanticSimilarityResponse(BaseModel): - similarity_score: Optional[float] = Field(None, examples=[0.92]) +class SemanticSimilarityResponse(HtmlComparisonResponse): + pass class SexismDetectorResponse(BaseModel): - is_safe: Optional[str] = Field(None, examples=['safe']) + is_safe: str | None = Field(None, examples=['safe']) class ToneDetectionResponse(BaseModel): - score: Optional[float] = Field(None, examples=[0.95]) - tone: Optional[str] = Field(None, examples=['neutral']) + score: float | None = Field(None, examples=[0.95]) + tone: str | None = Field(None, examples=['neutral']) class TopicAdherenceResponse(BaseModel): - adherence_score: Optional[float] = Field(None, examples=[0.95]) + adherence_score: float | None = Field(None, examples=[0.95]) class ToxicityDetectorResponse(SexismDetectorResponse): @@ -154,13 +164,13 @@ class ToxicityDetectorResponse(SexismDetectorResponse): class UncertaintyDetectorResponse(BaseModel): - answer: Optional[str] = Field(None, examples=['Paris']) - uncertainty: Optional[float] = Field(None, examples=[0.95]) + answer: str | None = Field(None, examples=['Paris']) + uncertainty: float | None = Field(None, examples=[0.95]) class WordCountRatioResponse(BaseModel): - word_ratio: Optional[float] = Field(None, examples=[0.85]) + word_ratio: float | None = Field(None, examples=[0.85]) class WordCountResponse(BaseModel): - word_count: Optional[int] = Field(None, examples=[10]) + word_count: int | None = Field(None, examples=[10]) diff --git a/scripts/codegen/generate_evaluator_models.py b/scripts/codegen/generate_evaluator_models.py index 96f27483f9..355dcee882 100644 --- a/scripts/codegen/generate_evaluator_models.py +++ b/scripts/codegen/generate_evaluator_models.py @@ -203,6 +203,9 @@ def generate_init_py(output_dir: Path) -> tuple[int, int]: init_content += f" {cls},\n" init_content += ")\n\n" + # Import definitions class + init_content += "from .definitions import EvaluatorMadeByTraceloop\n\n" + # Import registry init_content += """from .registry import ( REQUEST_MODELS, @@ -222,6 +225,8 @@ def generate_init_py(output_dir: Path) -> tuple[int, int]: # Generate __all__ init_content += "__all__ = [\n" + init_content += " # Definitions class\n" + init_content += ' "EvaluatorMadeByTraceloop",\n' init_content += " # Registry functions\n" init_content += ' "REQUEST_MODELS",\n' init_content += ' "RESPONSE_MODELS",\n' @@ -243,6 +248,197 @@ def generate_init_py(output_dir: Path) -> tuple[int, int]: return len(request_classes), len(response_classes) +def generate_definitions_py( + output_dir: Path, slug_mappings: dict, filtered_definitions: dict +) -> int: + """Generate definitions.py with static definitions for each evaluator. + + This creates type-safe methods with proper IDE autocomplete support. + """ + + def slug_to_method_name(slug: str) -> str: + """Convert slug like 'pii-detector' to method name like 'pii_detector'.""" + return slug.replace("-", "_") + + def get_type_hint(prop: dict) -> str: + """Convert JSON schema property to Python type hint.""" + prop_type = prop.get("type") + if prop_type == "number": + return "float" + elif prop_type == "integer": + return "int" + elif prop_type == "boolean": + return "bool" + elif prop_type == "string": + return "str" + elif prop_type == "array": + items = prop.get("items", {}) + item_type = get_type_hint(items) if items else "Any" + return f"list[{item_type}]" + return "Any" + + def get_config_fields(request_model_name: str) -> list[dict]: + """Extract config fields from the request model's config property.""" + # Find the request model definition + request_def_key = f"request.{request_model_name}" + if request_def_key not in filtered_definitions: + return [] + + request_def = filtered_definitions[request_def_key] + properties = request_def.get("properties", {}) + + # Check if there's a config property + if "config" not in properties: + return [] + + config_prop = properties["config"] + # Get the config model reference + if "$ref" in config_prop: + config_ref = config_prop["$ref"].replace("#/definitions/", "") + if config_ref in filtered_definitions: + config_def = filtered_definitions[config_ref] + config_props = config_def.get("properties", {}) + config_required = set(config_def.get("required", [])) + + fields = [] + for name, prop in config_props.items(): + field_type = get_type_hint(prop) + is_required = name in config_required + examples = prop.get("examples", []) + example = examples[0] if examples else None + fields.append({ + "name": name, + "type": field_type, + "required": is_required, + "example": example, + }) + return fields + return [] + + def get_input_fields(request_model_name: str) -> list[str]: + """Extract required input fields from the request model's input property.""" + request_def_key = f"request.{request_model_name}" + if request_def_key not in filtered_definitions: + return [] + + request_def = filtered_definitions[request_def_key] + properties = request_def.get("properties", {}) + + # Check if there's an input property + if "input" not in properties: + return [] + + input_prop = properties["input"] + if "$ref" in input_prop: + input_ref = input_prop["$ref"].replace("#/definitions/", "") + if input_ref in filtered_definitions: + input_def = filtered_definitions[input_ref] + # Return all required fields from the input model + return list(input_def.get("required", [])) + return [] + + # Start building the definitions.py content + content = '''""" +Definitions for creating Traceloop evaluators. + +Provides type-safe methods with IDE autocomplete support. + +DO NOT EDIT MANUALLY - Regenerate with: + ./scripts/generate-models.sh /path/to/swagger.json +""" +from __future__ import annotations + +from ...evaluator.config import EvaluatorDetails + + +class EvaluatorMadeByTraceloop: + """ + Definition class for creating Traceloop evaluators with type-safe configuration. + + Each method creates an EvaluatorDetails instance for a specific evaluator, + with properly typed configuration parameters. + + Example: + >>> from traceloop.sdk.evaluator import EvaluatorMadeByTraceloop + >>> + >>> evaluators = [ + ... EvaluatorMadeByTraceloop.pii_detector(probability_threshold=0.8), + ... EvaluatorMadeByTraceloop.toxicity_detector(threshold=0.7), + ... EvaluatorMadeByTraceloop.faithfulness(), + ... ] + """ + +''' + + # Generate a method for each evaluator + for slug in sorted(slug_mappings.keys()): + request_model = slug_mappings[slug]["request"] + method_name = slug_to_method_name(slug) + config_fields = get_config_fields(request_model) + input_fields = get_input_fields(request_model) + + # Build method signature + params = [] + for field in config_fields: + type_hint = field["type"] + if not field["required"]: + type_hint = f"{type_hint} | None" + default = " = None" if not field["required"] else "" + params.append(f"{field['name']}: {type_hint}{default}") + + # Method signature + if params: + params_str = ",\n ".join(params) + content += " @staticmethod\n" + content += f" def {method_name}(\n" + content += f" {params_str},\n" + content += " ) -> EvaluatorDetails:\n" + else: + content += " @staticmethod\n" + content += f" def {method_name}() -> EvaluatorDetails:\n" + + # Docstring + content += f' """Create {slug} evaluator.\n' + if config_fields: + content += "\n Args:\n" + for field in config_fields: + example_str = f" (example: {field['example']})" if field["example"] is not None else "" + content += f" {field['name']}: {field['type']}{example_str}\n" + if input_fields: + content += f"\n Required input fields: {', '.join(input_fields)}\n" + content += ' """\n' + + # Method body + if config_fields: + # Build config dict, filtering out None values + config_items = ", ".join( + f'"{f["name"]}": {f["name"]}' for f in config_fields + ) + content += " config = {\n" + content += f" k: v for k, v in {{{config_items}}}.items()\n" + content += " if v is not None\n" + content += " }\n" + content += " return EvaluatorDetails(\n" + content += f' slug="{slug}",\n' + content += " config=config if config else None,\n" + if input_fields: + content += f" required_input_fields={input_fields},\n" + content += " )\n\n" + else: + content += " return EvaluatorDetails(\n" + content += f' slug="{slug}",\n' + if input_fields: + content += f" required_input_fields={input_fields},\n" + content += " )\n\n" + + # Remove trailing whitespace to pass lint + content = content.rstrip() + "\n" + + (output_dir / "definitions.py").write_text(content) + + return len(slug_mappings) + + def main(): if len(sys.argv) != 3: print(f"Usage: {sys.argv[0]} ") @@ -318,6 +514,10 @@ def main(): registry_count = generate_registry_py(output_dir, slug_mappings) print(f"Generated registry.py with {registry_count} evaluator mappings") + print("=== Generating definitions.py with evaluator definitions ===") + definition_count = generate_definitions_py(output_dir, slug_mappings, filtered_definitions) + print(f"Generated definitions.py with {definition_count} evaluator definitions") + print("=== Generating __init__.py with exports ===") req_count, resp_count = generate_init_py(output_dir) print( From 25c18288f790fc086ac4006eae0a9fdd5abec17c Mon Sep 17 00:00:00 2001 From: Nina Kollman <59646487+nina-kollman@users.noreply.github.com> Date: Thu, 15 Jan 2026 12:02:06 +0200 Subject: [PATCH 03/45] fix(traceloop-sdk): Add csv and json support to experiment (#3537) --- .../experiment/experiment_example.py | 10 + .../tests/experiment/test_export.py | 175 ++++++++++++++++++ .../traceloop/sdk/experiment/experiment.py | 74 +++++++- 3 files changed, 258 insertions(+), 1 deletion(-) create mode 100644 packages/traceloop-sdk/tests/experiment/test_export.py diff --git a/packages/sample-app/sample_app/experiment/experiment_example.py b/packages/sample-app/sample_app/experiment/experiment_example.py index 1b4a56fc04..7dbf795f87 100644 --- a/packages/sample-app/sample_app/experiment/experiment_example.py +++ b/packages/sample-app/sample_app/experiment/experiment_example.py @@ -65,9 +65,19 @@ async def run_experiment_example(): if errors_1: print(f"Medical Refuse Advice Errors: {errors_1}") + # Export results to CSV and JSON files + csv_data = client.experiment.to_csv_string() + with open("experiment_results.csv", "w") as f: + f.write(csv_data) + + json_data = client.experiment.to_json_string() + with open("experiment_results.json", "w") as f: + f.write(json_data) + print( "\n\033[95m🔬 Running experiment with educational prompt (provides medical info)...\033[0m" ) + results_2, errors_2 = await client.experiment.run( dataset_slug="medical-q", dataset_version="v1", diff --git a/packages/traceloop-sdk/tests/experiment/test_export.py b/packages/traceloop-sdk/tests/experiment/test_export.py new file mode 100644 index 0000000000..c764323218 --- /dev/null +++ b/packages/traceloop-sdk/tests/experiment/test_export.py @@ -0,0 +1,175 @@ +import pytest +from unittest.mock import Mock +from traceloop.sdk.experiment.experiment import Experiment +from traceloop.sdk.client.http import HTTPClient + + +class TestExportMethods: + """Tests for to_csv_string() and to_json_string() export methods""" + + def test_to_csv_with_explicit_params(self): + """Test to_csv_string with explicit experiment_slug and run_id""" + mock_http_client = Mock(spec=HTTPClient) + mock_http_client.base_url = "https://api.example.com" + mock_http_client.get = Mock(return_value="col1,col2\nval1,val2") + mock_async_http_client = Mock() + + experiment = Experiment(mock_http_client, mock_async_http_client, "test-exp") + + result = experiment.to_csv_string(experiment_slug="my-exp", run_id="run-123") + + assert result == "col1,col2\nval1,val2" + mock_http_client.get.assert_called_once_with( + "/experiments/my-exp/runs/run-123/export/csv" + ) + + def test_to_json_with_explicit_params(self): + """Test to_json_string with explicit experiment_slug and run_id""" + mock_http_client = Mock(spec=HTTPClient) + mock_http_client.base_url = "https://api.example.com" + mock_http_client.get = Mock(return_value={"results": [{"score": 0.9}]}) + mock_async_http_client = Mock() + + experiment = Experiment(mock_http_client, mock_async_http_client, "test-exp") + + result = experiment.to_json_string(experiment_slug="my-exp", run_id="run-123") + + assert result == '{"results": [{"score": 0.9}]}' + mock_http_client.get.assert_called_once_with( + "/experiments/my-exp/runs/run-123/export/json" + ) + + def test_to_json_with_string_response(self): + """Test to_json_string when API returns a string instead of dict""" + mock_http_client = Mock(spec=HTTPClient) + mock_http_client.base_url = "https://api.example.com" + mock_http_client.get = Mock(return_value='{"already": "json"}') + mock_async_http_client = Mock() + + experiment = Experiment(mock_http_client, mock_async_http_client, "test-exp") + + result = experiment.to_json_string(experiment_slug="my-exp", run_id="run-123") + + assert result == '{"already": "json"}' + + def test_to_csv_uses_last_run_ids(self): + """Test to_csv_string uses stored IDs from last run""" + mock_http_client = Mock(spec=HTTPClient) + mock_http_client.base_url = "https://api.example.com" + mock_http_client.get = Mock(return_value="csv,data") + mock_async_http_client = Mock() + + experiment = Experiment(mock_http_client, mock_async_http_client, "") + experiment._last_experiment_slug = "my-exp" + experiment._last_run_id = "run-789" + + result = experiment.to_csv_string() + + assert result == "csv,data" + mock_http_client.get.assert_called_once_with( + "/experiments/my-exp/runs/run-789/export/csv" + ) + + def test_to_json_uses_last_run_ids(self): + """Test to_json_string uses stored IDs from last run""" + mock_http_client = Mock(spec=HTTPClient) + mock_http_client.base_url = "https://api.example.com" + mock_http_client.get = Mock(return_value={"data": "value"}) + mock_async_http_client = Mock() + + experiment = Experiment(mock_http_client, mock_async_http_client, "") + experiment._last_experiment_slug = "my-exp" + experiment._last_run_id = "run-789" + + result = experiment.to_json_string() + + assert result == '{"data": "value"}' + mock_http_client.get.assert_called_once_with( + "/experiments/my-exp/runs/run-789/export/json" + ) + + def test_to_csv_raises_when_no_experiment_slug(self): + """Test to_csv_string raises ValueError when no experiment_slug available""" + mock_http_client = Mock(spec=HTTPClient) + mock_http_client.base_url = "https://api.example.com" + mock_async_http_client = Mock() + + # Create experiment with empty slug and no last_experiment_slug + experiment = Experiment(mock_http_client, mock_async_http_client, "") + experiment._last_experiment_slug = None + + with pytest.raises(ValueError) as exc_info: + experiment.to_csv_string(run_id="run-123") + + assert "experiment_slug is required" in str(exc_info.value) + + def test_to_csv_raises_when_no_run_id(self): + """Test to_csv_string raises ValueError when no run_id available""" + mock_http_client = Mock(spec=HTTPClient) + mock_http_client.base_url = "https://api.example.com" + mock_async_http_client = Mock() + + experiment = Experiment(mock_http_client, mock_async_http_client, "") + experiment._last_experiment_slug = "test-exp" + + with pytest.raises(ValueError) as exc_info: + experiment.to_csv_string() + + assert "run_id is required" in str(exc_info.value) + + def test_to_json_raises_when_no_experiment_slug(self): + """Test to_json_string raises ValueError when no experiment_slug available""" + mock_http_client = Mock(spec=HTTPClient) + mock_http_client.base_url = "https://api.example.com" + mock_async_http_client = Mock() + + # Create experiment with empty slug and no last_experiment_slug + experiment = Experiment(mock_http_client, mock_async_http_client, "") + experiment._last_experiment_slug = None + + with pytest.raises(ValueError) as exc_info: + experiment.to_json_string(run_id="run-123") + + assert "experiment_slug is required" in str(exc_info.value) + + def test_to_json_raises_when_no_run_id(self): + """Test to_json_string raises ValueError when no run_id available""" + mock_http_client = Mock(spec=HTTPClient) + mock_http_client.base_url = "https://api.example.com" + mock_async_http_client = Mock() + + experiment = Experiment(mock_http_client, mock_async_http_client, "") + experiment._last_experiment_slug = "test-exp" + + with pytest.raises(ValueError) as exc_info: + experiment.to_json_string() + + assert "run_id is required" in str(exc_info.value) + + def test_to_csv_raises_on_api_failure(self): + """Test to_csv_string raises Exception when API returns None""" + mock_http_client = Mock(spec=HTTPClient) + mock_http_client.base_url = "https://api.example.com" + mock_http_client.get = Mock(return_value=None) + mock_async_http_client = Mock() + + experiment = Experiment(mock_http_client, mock_async_http_client, "test-exp") + + with pytest.raises(Exception) as exc_info: + experiment.to_csv_string(experiment_slug="my-exp", run_id="run-123") + + assert "Failed to export CSV" in str(exc_info.value) + + def test_to_json_raises_on_api_failure(self): + """Test to_json_string raises Exception when API returns None""" + mock_http_client = Mock(spec=HTTPClient) + mock_http_client.base_url = "https://api.example.com" + mock_http_client.get = Mock(return_value=None) + mock_async_http_client = Mock() + + experiment = Experiment(mock_http_client, mock_async_http_client, "test-exp") + + with pytest.raises(Exception) as exc_info: + experiment.to_json_string(experiment_slug="my-exp", run_id="run-123") + + assert "Failed to export JSON" in str(exc_info.value) diff --git a/packages/traceloop-sdk/traceloop/sdk/experiment/experiment.py b/packages/traceloop-sdk/traceloop/sdk/experiment/experiment.py index 8c6d5540ff..0be67c5567 100644 --- a/packages/traceloop-sdk/traceloop/sdk/experiment/experiment.py +++ b/packages/traceloop-sdk/traceloop/sdk/experiment/experiment.py @@ -28,12 +28,15 @@ class Experiment: _datasets: Datasets _evaluator: Evaluator _http_client: HTTPClient + _last_run_id: Optional[str] + _last_experiment_slug: Optional[str] def __init__(self, http_client: HTTPClient, async_http_client: httpx.AsyncClient, experiment_slug: str): self._datasets = Datasets(http_client) self._evaluator = Evaluator(async_http_client) self._http_client = http_client self._experiment_slug = experiment_slug + self._last_run_id = None async def run( self, @@ -120,6 +123,7 @@ async def _run_locally( if not experiment_slug: experiment_slug = self._experiment_slug or "exp-" + str(cuid.cuid())[:11] + self._last_experiment_slug = experiment_slug experiment_run_metadata = { key: value @@ -151,6 +155,7 @@ async def _run_locally( ) run_id = experiment.run.id + self._last_run_id = run_id rows = [] if dataset_slug and dataset_version: @@ -301,6 +306,7 @@ async def _run_in_github( if not experiment_slug: experiment_slug = self._experiment_slug or "exp-" + str(cuid.cuid())[:11] + self._last_experiment_slug = experiment_slug # Fetch dataset rows rows = [] @@ -387,7 +393,9 @@ async def _run_in_github( f"Failed to submit experiment '{experiment_slug}' for GitHub execution. " ) - return RunInGithubResponse(**response) + result = RunInGithubResponse(**response) + self._last_run_id = result.run_id + return result def _init_experiment( self, @@ -516,3 +524,67 @@ async def run_with_semaphore(row: Dict[str, Any]) -> TaskResult: task_results.append(result) return task_results + + def _resolve_export_params( + self, + experiment_slug: Optional[str], + run_id: Optional[str], + ) -> Tuple[str, str]: + """Resolve experiment_slug and run_id from params or last run.""" + slug = experiment_slug or self._last_experiment_slug + rid = run_id or self._last_run_id + + if not slug: + raise ValueError( + "experiment_slug is required - either pass it or call run() first" + ) + if not rid: + raise ValueError( + "run_id is required - either pass it or call run() first" + ) + + return slug, rid + + def to_csv_string( + self, + experiment_slug: Optional[str] = None, + run_id: Optional[str] = None, + ) -> str: + """Get experiment run results as CSV string. + + Args: + experiment_slug: Experiment slug (uses last run if not provided) + run_id: Run ID (uses last run if not provided) + + Returns: + CSV formatted string of results + """ + slug, rid = self._resolve_export_params(experiment_slug, run_id) + result = self._http_client.get(f"/experiments/{slug}/runs/{rid}/export/csv") + if result is None: + raise Exception( + f"Failed to export CSV for experiment '{slug}' run '{rid}'" + ) + return str(result) + + def to_json_string( + self, + experiment_slug: Optional[str] = None, + run_id: Optional[str] = None, + ) -> str: + """Get experiment run results as JSON string. + + Args: + experiment_slug: Experiment slug (uses last run if not provided) + run_id: Run ID (uses last run if not provided) + + Returns: + JSON formatted string of results + """ + slug, rid = self._resolve_export_params(experiment_slug, run_id) + result = self._http_client.get(f"/experiments/{slug}/runs/{rid}/export/json") + if result is None: + raise Exception( + f"Failed to export JSON for experiment '{slug}' run '{rid}'" + ) + return json.dumps(result) if isinstance(result, dict) else str(result) From 86aa6058000c376eef5b5fdca82c4b68730caa76 Mon Sep 17 00:00:00 2001 From: Gal Kleinman <33281963+galkleinman@users.noreply.github.com> Date: Thu, 15 Jan 2026 17:08:17 +0200 Subject: [PATCH 04/45] chore(ci): uv + ruff migration (#3538) --- .github/workflows/ci.yml | 49 +- .github/workflows/release.yml | 20 +- CLAUDE.md | 18 +- .../.flake8 | 4 - .../poetry.lock | 2076 ---- .../project.json | 35 +- .../pyproject.toml | 106 +- .../uv.lock | 1712 +++ .../.flake8 | 11 - .../poetry.lock | 1894 ---- .../project.json | 35 +- .../pyproject.toml | 104 +- .../tests/test_completion.py | 4 +- .../uv.lock | 2498 +++++ .../.flake8 | 11 - .../poetry.lock | 1635 --- .../project.json | 35 +- .../pyproject.toml | 104 +- .../tests/test_completion.py | 4 +- .../tests/test_messages.py | 4 +- .../tests/test_prompt_caching.py | 4 +- .../tests/test_thinking.py | 4 +- .../uv.lock | 1478 +++ 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b/.github/workflows/ci.yml index 421ac6d58f..6a083ae51e 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -9,9 +9,7 @@ on: - "main" env: - POETRY_CACHE_DIR: /tmp/pypoetry-cache - POETRY_VENV_IN_PROJECT: false - POETRY_INSTALLER_MODERN_INSTALLATION: false + UV_CACHE_DIR: /tmp/uv-cache PIP_NO_CACHE_DIR: 1 jobs: @@ -56,13 +54,13 @@ jobs: uses: actions/setup-python@v5 with: python-version: 3.11 - - name: Install Poetry - uses: snok/install-poetry@v1 + + - name: Install uv + uses: astral-sh/setup-uv@v4 with: - version: latest - virtualenvs-create: true - virtualenvs-in-project: false - virtualenvs-path: ~/.cache/pypoetry/virtualenvs + version: "latest" + enable-cache: true + cache-dependency-glob: "**/uv.lock" - uses: actions/setup-node@v4 with: @@ -72,7 +70,7 @@ jobs: - run: npm ci --cache ~/.npm --prefer-offline - name: Clean npm cache run: npm cache clean --force || true - - run: npx nx affected -t install --with dev + - run: npx nx affected -t install - run: npx nx affected -t lint --parallel=3 - run: npx nx affected -t type-check --parallel=3 @@ -107,13 +105,13 @@ jobs: uses: actions/setup-python@v5 with: python-version: ${{ matrix.python-version }} - - name: Install Poetry - uses: snok/install-poetry@v1 + + - name: Install uv + uses: astral-sh/setup-uv@v4 with: - version: latest - virtualenvs-create: true - virtualenvs-in-project: false - virtualenvs-path: ~/.cache/pypoetry/virtualenvs + version: "latest" + enable-cache: true + cache-dependency-glob: "**/uv.lock" - uses: actions/setup-node@v4 with: @@ -126,12 +124,12 @@ jobs: run: npm cache clean --force || true - name: Install - run: npx nx affected -t install --with dev --parallel=2 + run: npx nx affected -t install --parallel=2 - name: Build run: npx nx affected -t build-release --parallel=2 - + - name: Clean build artifacts to save space run: | find packages -name "dist" -type d -exec rm -rf {} + || true @@ -173,13 +171,12 @@ jobs: with: python-version: ${{ matrix.python-version }} - - name: Install Poetry - uses: snok/install-poetry@v1 + - name: Install uv + uses: astral-sh/setup-uv@v4 with: - version: latest - virtualenvs-create: true - virtualenvs-in-project: false - virtualenvs-path: ~/.cache/pypoetry/virtualenvs + version: "latest" + enable-cache: true + cache-dependency-glob: "**/uv.lock" - uses: actions/setup-node@v4 with: @@ -192,14 +189,14 @@ jobs: run: npm cache clean --force || true - name: Install - run: npx nx affected -t install --exclude='sample-app' --with dev --parallel=2 + run: npx nx affected -t install --exclude='sample-app' --parallel=2 - name: Test env: HAYSTACK_TELEMETRY_ENABLED: False run: npx nx affected -t test --exclude='sample-app' --exclude='opentelemetry-instrumentation-haystack' --parallel=2 - + - name: Clean test artifacts to save space run: | find packages -name ".pytest_cache" -type d -exec rm -rf {} + || true diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index 336ca6c132..5a64a2de84 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -21,8 +21,10 @@ jobs: with: python-version: 3.11 - - name: Install Poetry - uses: snok/install-poetry@v1 + - name: Install uv + uses: astral-sh/setup-uv@v4 + with: + version: "latest" - id: cz name: Bump Version, Create Tag and Changelog @@ -60,8 +62,11 @@ jobs: with: python-version: 3.11 - - name: Install Poetry - uses: snok/install-poetry@v1 + - name: Install uv + uses: astral-sh/setup-uv@v4 + with: + version: "latest" + enable-cache: true - uses: actions/setup-node@v4 with: @@ -98,8 +103,11 @@ jobs: with: python-version: 3.11 - - name: Install Poetry - uses: snok/install-poetry@v1 + - name: Install uv + uses: astral-sh/setup-uv@v4 + with: + version: "latest" + enable-cache: true - uses: actions/setup-node@v4 with: diff --git a/CLAUDE.md b/CLAUDE.md index a48f6fc9b5..b151d76292 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -27,9 +27,9 @@ nx affected:lint ``` ## Package Management -All packages use Poetry as the package manager. Always execute commands through Poetry: +All packages use uv as the package manager. Always execute commands through uv: ```bash -poetry run +uv run ``` ## Testing with VCR Cassettes @@ -38,22 +38,22 @@ Tests utilize VCR cassettes for API calls. ### Commands ```bash # Run tests normally (uses existing cassettes) -poetry run pytest tests/ +uv run pytest tests/ # Re-record all cassettes (requires API keys) -poetry run pytest tests/ --record-mode=all +uv run pytest tests/ --record-mode=all # Record only new test episodes -poetry run pytest tests/ --record-mode=new_episodes +uv run pytest tests/ --record-mode=new_episodes # Record cassettes once (if they don't exist) -poetry run pytest tests/ --record-mode=once +uv run pytest tests/ --record-mode=once # Run tests without recording (fails if cassettes missing) -poetry run pytest tests/ --record-mode=none +uv run pytest tests/ --record-mode=none # Run specific test files -poetry run pytest tests/test_agents.py --record-mode=once +uv run pytest tests/test_agents.py --record-mode=once ``` ### Guidance @@ -87,4 +87,4 @@ https://opentelemetry.io/docs/specs/semconv/gen-ai/ Instrumentation packages should leverage the semantic conventions package. Their purpose is to instrument AI-related libraries and generate spans and tracing data compliant with OpenTelemetry semantic conventions. ## Code Quality -Flake8 is used for code linting. \ No newline at end of file +Ruff is used for code linting. Configuration is in each package's pyproject.toml under `[tool.ruff]`. \ No newline at end of file diff --git a/packages/opentelemetry-instrumentation-agno/.flake8 b/packages/opentelemetry-instrumentation-agno/.flake8 deleted file mode 100644 index 348f3352d8..0000000000 --- a/packages/opentelemetry-instrumentation-agno/.flake8 +++ /dev/null @@ -1,4 +0,0 @@ -[flake8] -max-line-length = 100 -extend-ignore = E203, E266, E501, W503 -exclude = .venv,dist,*.pyc diff --git a/packages/opentelemetry-instrumentation-agno/poetry.lock b/packages/opentelemetry-instrumentation-agno/poetry.lock deleted file mode 100644 index 03af086aa1..0000000000 --- a/packages/opentelemetry-instrumentation-agno/poetry.lock +++ /dev/null @@ -1,2076 +0,0 @@ -# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand. - -[[package]] -name = "agno" -version = "2.2.13" -description = "Agno: a lightweight library for building Multi-Agent Systems" -optional = false -python-versions = 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--- a/packages/opentelemetry-instrumentation-agno/project.json +++ b/packages/opentelemetry-instrumentation-agno/project.json @@ -5,9 +5,9 @@ "sourceRoot": "packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-agno" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-agno/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-agno" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-agno/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-agno/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-agno" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-agno/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-agno" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-agno" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-agno/pyproject.toml b/packages/opentelemetry-instrumentation-agno/pyproject.toml index e5126d88c9..6ad5800c86 100644 --- a/packages/opentelemetry-instrumentation-agno/pyproject.toml +++ b/packages/opentelemetry-instrumentation-agno/pyproject.toml @@ -1,53 +1,73 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/agno"] - -[tool.coverage.report] -exclude_lines = ['if TYPE_CHECKING:'] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-agno" version = "0.50.1" description = "OpenTelemetry Agno instrumentation" -authors = ["Gal Kleinman ", "Nir Gazit "] -repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-agno" +authors = [ + { name = "Gal Kleinman", email = "gal@traceloop.com" }, + { name = "Nir Gazit", email = "nir@traceloop.com" }, +] license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.9,<4" +dependencies = [ + "opentelemetry-api>=1.28.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-semantic-conventions>=0.59b0", +] -[[tool.poetry.packages]] -include = "opentelemetry/instrumentation/agno" - -[tool.poetry.dependencies] -python = ">=3.9,<4" -opentelemetry-api = "^1.28.0" -opentelemetry-instrumentation = ">=0.59b0" -opentelemetry-semantic-conventions = ">=0.59b0" -opentelemetry-semantic-conventions-ai = "^0.4.13" - -[tool.poetry.group.dev.dependencies] -autopep8 = "^2.2.0" -flake8 = "7.0.0" -pytest = "^8.2.2" -pytest-sugar = "1.0.0" - -[tool.poetry.group.test.dependencies] -agno = ">=2.2.2" -openai = "^1.52.2" -pytest = "^8.2.2" -pytest-sugar = "1.0.0" -vcrpy = "^6.0.1" -pytest-recording = "^0.13.1" -pytest-asyncio = "^0.23.7" -opentelemetry-sdk = "^1.27.0" -opentelemetry-instrumentation-openai = { path = 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diff --git a/packages/opentelemetry-instrumentation-alephalpha/project.json b/packages/opentelemetry-instrumentation-alephalpha/project.json index 6895ce9506..d35e15f0a2 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/project.json +++ b/packages/opentelemetry-instrumentation-alephalpha/project.json @@ -5,9 +5,9 @@ "sourceRoot": "packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-alephalpha" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-alephalpha/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-alephalpha" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-alephalpha/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-alephalpha/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-alephalpha" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-alephalpha/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-alephalpha" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-alephalpha" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml b/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml index 07b3f149b9..86a1a98e68 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml +++ b/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml @@ -1,55 +1,73 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/alephalpha"] - -[tool.coverage.report] -exclude_lines = ['if TYPE_CHECKING:'] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-alephalpha" version = "0.50.1" description = "OpenTelemetry Aleph Alpha instrumentation" authors = [ - "Gal Kleinman ", - "Nir Gazit ", - "Benedikt Wolf ", + { name = "Gal Kleinman", email = "gal@traceloop.com" }, + { name = "Nir Gazit", email = "nir@traceloop.com" }, + { name = "Benedikt Wolf", email = "bene25@web.de" }, ] -repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-alephalpha" license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.9,<4" +dependencies = [ + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-semantic-conventions>=0.59b0", +] -[[tool.poetry.packages]] -include = "opentelemetry/instrumentation/alephalpha" - -[tool.poetry.dependencies] -python = ">=3.9,<4" -opentelemetry-api = "^1.38.0" -opentelemetry-instrumentation = ">=0.59b0" -opentelemetry-semantic-conventions = ">=0.59b0" -opentelemetry-semantic-conventions-ai = "^0.4.13" - -[tool.poetry.group.dev.dependencies] -autopep8 = "^2.2.0" -flake8 = "7.0.0" -pytest = "^8.2.2" -pytest-sugar = "1.0.0" - -[tool.poetry.group.test.dependencies] -aleph_alpha_client = "^7.1.0" -pytest = "^8.2.2" -pytest-sugar = "1.0.0" -vcrpy = "^6.0.1" -pytest-recording = "^0.13.1" -pytest-asyncio = "^0.23.7" -opentelemetry-sdk = "^1.38.0" - -[build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" +[project.urls] +Repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-alephalpha" -[tool.poetry.extras] +[project.optional-dependencies] instruments = ["aleph_alpha_client"] -[tool.poetry.plugins."opentelemetry_instrumentor"] +[project.entry-points."opentelemetry_instrumentor"] aleph_alpha_client = "opentelemetry.instrumentation.alephalpha:AlephAlphaInstrumentor" + +[dependency-groups] +dev = [ + "autopep8>=2.2.0,<3", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "ruff>=0.4.0", +] +test = [ + "aleph_alpha_client>=7.1.0,<8", + "opentelemetry-sdk>=1.38.0,<2", + "pytest-asyncio>=0.23.7,<0.24.0", + "pytest-recording>=0.13.1,<0.14.0", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "vcrpy>=6.0.1,<7", +] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.build.targets.wheel] +packages = ["opentelemetry"] + +[tool.coverage.run] +branch = true +source = ["opentelemetry/instrumentation/alephalpha"] + +[tool.coverage.report] +exclude_lines = ["if TYPE_CHECKING:"] +show_missing = true + +[tool.ruff] +line-length = 120 +exclude = [ + ".git", + "__pycache__", + "build", + "dist", + ".venv", + ".pytest_cache", +] + +[tool.ruff.lint] +select = ["E", "F", "W"] diff --git a/packages/opentelemetry-instrumentation-alephalpha/tests/test_completion.py b/packages/opentelemetry-instrumentation-alephalpha/tests/test_completion.py index bd95b6a772..aec8cf3432 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/tests/test_completion.py +++ b/packages/opentelemetry-instrumentation-alephalpha/tests/test_completion.py @@ -1,6 +1,6 @@ import pytest from aleph_alpha_client import CompletionRequest, Prompt -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -136,7 +136,7 @@ def test_alephalpha_completion_with_events_with_no_content( assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) == "alephalpha" diff --git a/packages/opentelemetry-instrumentation-alephalpha/uv.lock b/packages/opentelemetry-instrumentation-alephalpha/uv.lock new file mode 100644 index 0000000000..be6ca5f012 --- 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["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] -cover = ["pytest-cov"] -doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] -enabler = ["pytest-enabler (>=2.2)"] -test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] -type = ["pytest-mypy"] - -[extras] -instruments = [] - -[metadata] -lock-version = "2.0" -python-versions = ">=3.9,<4" -content-hash = "ea6b8ddf17b470be8bd33371089931df78587fe7ff978293cab725088122a2ad" diff --git a/packages/opentelemetry-instrumentation-anthropic/project.json b/packages/opentelemetry-instrumentation-anthropic/project.json index 20843fb0c2..f253b1249a 100644 --- a/packages/opentelemetry-instrumentation-anthropic/project.json +++ b/packages/opentelemetry-instrumentation-anthropic/project.json @@ -5,9 +5,9 @@ "sourceRoot": "packages/opentelemetry-instrumentation-anthropic/opentelemetry_instrumentation_anthropic", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-anthropic" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-anthropic/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-anthropic" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-anthropic/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-anthropic/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-anthropic" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-anthropic/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-anthropic" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-anthropic" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-anthropic/pyproject.toml b/packages/opentelemetry-instrumentation-anthropic/pyproject.toml index 0b33656e65..82d0b53d91 100644 --- a/packages/opentelemetry-instrumentation-anthropic/pyproject.toml +++ b/packages/opentelemetry-instrumentation-anthropic/pyproject.toml @@ -1,55 +1,73 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/anthropic"] - -[tool.coverage.report] -exclude_lines = ['if TYPE_CHECKING:'] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-anthropic" version = "0.50.1" description = "OpenTelemetry Anthropic instrumentation" authors = [ - "Gal Kleinman ", - "Nir Gazit ", - "Tomer Friedman ", + { name = "Gal Kleinman", email = "gal@traceloop.com" }, + { name = "Nir Gazit", email = "nir@traceloop.com" }, + { name = "Tomer Friedman", email = "tomer@traceloop.com" }, ] -repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-anthropic" license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.9,<4" +dependencies = [ + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-semantic-conventions>=0.59b0", +] -[[tool.poetry.packages]] -include = "opentelemetry/instrumentation/anthropic" - -[tool.poetry.dependencies] -python = ">=3.9,<4" -opentelemetry-api = "^1.38.0" -opentelemetry-instrumentation = ">=0.59b0" -opentelemetry-semantic-conventions = ">=0.59b0" -opentelemetry-semantic-conventions-ai = "^0.4.13" - -[tool.poetry.group.dev.dependencies] -autopep8 = "^2.2.0" -flake8 = "7.0.0" -pytest = "^8.2.2" -pytest-sugar = "1.0.0" - -[tool.poetry.group.test.dependencies] -anthropic = {extras = ["bedrock"], version = ">=0.74.0"} -pytest = "^8.2.2" -pytest-sugar = "1.0.0" -vcrpy = "^6.0.1" -pytest-recording = "^0.13.1" -opentelemetry-sdk = "^1.38.0" -pytest-asyncio = "^0.23.7" - -[build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" +[project.urls] +Repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-anthropic" -[tool.poetry.extras] +[project.optional-dependencies] instruments = ["anthropic"] -[tool.poetry.plugins."opentelemetry_instrumentor"] +[project.entry-points."opentelemetry_instrumentor"] anthropic = "opentelemetry.instrumentation.anthropic:AnthropicInstrumentor" + +[dependency-groups] +dev = [ + "autopep8>=2.2.0,<3", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "ruff>=0.4.0", +] +test = [ + "anthropic[bedrock]>=0.74.0", + "opentelemetry-sdk>=1.38.0,<2", + "pytest-asyncio>=0.23.7,<0.24.0", + "pytest-recording>=0.13.1,<0.14.0", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "vcrpy>=6.0.1,<7", +] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.build.targets.wheel] +packages = ["opentelemetry"] + +[tool.coverage.run] +branch = true +source = ["opentelemetry/instrumentation/anthropic"] + +[tool.coverage.report] +exclude_lines = ["if TYPE_CHECKING:"] +show_missing = true + +[tool.ruff] +line-length = 120 +exclude = [ + ".git", + "__pycache__", + "build", + "dist", + ".venv", + ".pytest_cache", +] + +[tool.ruff.lint] +select = ["E", "F", "W"] diff --git a/packages/opentelemetry-instrumentation-anthropic/tests/test_completion.py b/packages/opentelemetry-instrumentation-anthropic/tests/test_completion.py index 7decc8da73..4f61b82110 100644 --- a/packages/opentelemetry-instrumentation-anthropic/tests/test_completion.py +++ b/packages/opentelemetry-instrumentation-anthropic/tests/test_completion.py @@ -1,6 +1,6 @@ import pytest from anthropic import AI_PROMPT, HUMAN_PROMPT -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -140,7 +140,7 @@ def test_anthropic_completion_with_events_with_no_content( assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert ( log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) diff --git a/packages/opentelemetry-instrumentation-anthropic/tests/test_messages.py b/packages/opentelemetry-instrumentation-anthropic/tests/test_messages.py index 5523f00eb4..6f746f4e37 100644 --- a/packages/opentelemetry-instrumentation-anthropic/tests/test_messages.py +++ b/packages/opentelemetry-instrumentation-anthropic/tests/test_messages.py @@ -4,7 +4,7 @@ from pathlib import Path import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -2439,7 +2439,7 @@ def test_with_asyncio_run_with_events_with_no_content( assert_message_in_logs(logs[2], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert ( log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) diff --git a/packages/opentelemetry-instrumentation-anthropic/tests/test_prompt_caching.py b/packages/opentelemetry-instrumentation-anthropic/tests/test_prompt_caching.py index 7536c84557..bd7da01929 100644 --- a/packages/opentelemetry-instrumentation-anthropic/tests/test_prompt_caching.py +++ b/packages/opentelemetry-instrumentation-anthropic/tests/test_prompt_caching.py @@ -1,7 +1,7 @@ from pathlib import Path import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -1439,7 +1439,7 @@ async def test_anthropic_prompt_caching_async_stream_with_events_with_no_content i += 1 -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert ( log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) diff --git a/packages/opentelemetry-instrumentation-anthropic/tests/test_thinking.py b/packages/opentelemetry-instrumentation-anthropic/tests/test_thinking.py index 1b644b6e11..611691a76c 100644 --- a/packages/opentelemetry-instrumentation-anthropic/tests/test_thinking.py +++ b/packages/opentelemetry-instrumentation-anthropic/tests/test_thinking.py @@ -1,5 +1,5 @@ import pytest -from opentelemetry.sdk._logs import LogData +from 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"packages/opentelemetry-instrumentation-bedrock/opentelemetry_instrumentation_bedrock", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-bedrock" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-bedrock/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-bedrock" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-bedrock/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-bedrock/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-bedrock" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-bedrock/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-bedrock" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-bedrock" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-bedrock/pyproject.toml b/packages/opentelemetry-instrumentation-bedrock/pyproject.toml index 54d6560f63..366370f96b 100644 --- a/packages/opentelemetry-instrumentation-bedrock/pyproject.toml +++ b/packages/opentelemetry-instrumentation-bedrock/pyproject.toml @@ -1,48 +1,71 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/bedrock"] - -[tool.coverage.report] -exclude_lines = ['if TYPE_CHECKING:'] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-bedrock" version = "0.50.1" description = "OpenTelemetry Bedrock instrumentation" authors = [ - "Gal Kleinman ", - "Nir Gazit ", - "Tomer Friedman ", + { name = "Gal Kleinman", email = "gal@traceloop.com" }, + { name = "Nir Gazit", email = "nir@traceloop.com" }, + { name = "Tomer Friedman", email = "tomer@traceloop.com" }, ] -repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-bedrock" license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.9,<4" +dependencies = [ + "anthropic>=0.17.0", + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-semantic-conventions>=0.59b0", + "tokenizers>=0.13.0", +] + +[project.urls] +Repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-bedrock" -[[tool.poetry.packages]] -include = "opentelemetry/instrumentation/bedrock" - -[tool.poetry.dependencies] -python = ">=3.9,<4" -opentelemetry-api = "^1.38.0" -opentelemetry-instrumentation = ">=0.59b0" -opentelemetry-semantic-conventions = ">=0.59b0" -opentelemetry-semantic-conventions-ai = "^0.4.13" -anthropic = ">=0.17.0" -tokenizers = ">=0.13.0" - -[tool.poetry.group.dev.dependencies] -autopep8 = "^2.2.0" -flake8 = "7.0.0" - -[tool.poetry.group.test.dependencies] -boto3 = "^1.34.120" -vcrpy = "^6.0.1" -pytest = "^8.2.2" -pytest-sugar = "1.0.0" -pytest-recording = "^0.13.1" -opentelemetry-sdk = "^1.38.0" +[project.optional-dependencies] +instruments = ["boto3"] + +[project.entry-points."opentelemetry_instrumentor"] +boto3 = "opentelemetry.instrumentation.bedrock:BedrockInstrumentor" + +[dependency-groups] +dev = [ + "ruff>=0.4.0", +] +test = [ + "boto3>=1.34.120,<2", + "opentelemetry-sdk>=1.38.0,<2", + "pytest-recording>=0.13.1,<0.14.0", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "vcrpy>=6.0.1,<7", +] [build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.build.targets.wheel] +packages = ["opentelemetry"] + +[tool.coverage.run] +branch = true +source = ["opentelemetry/instrumentation/bedrock"] + +[tool.coverage.report] +exclude_lines = ["if TYPE_CHECKING:"] +show_missing = true + +[tool.ruff] +line-length = 120 +exclude = [ + ".git", + "__pycache__", + "build", + "dist", + ".venv", + ".pytest_cache", +] + +[tool.ruff.lint] +select = ["E", "F", "W"] diff --git a/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_ai21.py b/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_ai21.py index ceb91e409e..4a22a80aac 100644 --- a/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_ai21.py +++ b/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_ai21.py @@ -1,7 +1,7 @@ import json import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -183,7 +183,7 @@ def test_ai21_j2_completion_string_content_with_events_with_no_content( assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert ( log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) diff --git a/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_anthropic.py b/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_anthropic.py index 91effaa881..065253fcd6 100644 --- a/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_anthropic.py +++ b/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_anthropic.py @@ -2,7 +2,7 @@ import pytest from opentelemetry.instrumentation.bedrock.prompt_caching import CacheSpanAttrs -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -1060,7 +1060,7 @@ def test_anthropic_converse_stream_with_tool_use( ), "Assert that it doesn't emit logs when use_legacy_attributes is True" -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert ( log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) diff --git a/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_cohere.py b/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_cohere.py index 91ab6bd2b6..e755ef0dc1 100644 --- a/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_cohere.py +++ b/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_cohere.py @@ -1,7 +1,7 @@ import json import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -205,7 +205,7 @@ def test_cohere_completion_with_events_with_content( assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert ( log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) diff --git a/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_imported_model.py b/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_imported_model.py index f71686f1aa..b8a52723a7 100644 --- a/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_imported_model.py +++ b/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_imported_model.py @@ -1,7 +1,7 @@ import json import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -144,7 +144,7 @@ def test_imported_model_completion_with_events_with_no_content( assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert ( log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) diff --git a/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_meta.py b/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_meta.py index d458898595..55931697c7 100644 --- a/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_meta.py +++ b/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_meta.py @@ -1,7 +1,7 @@ import json import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -737,7 +737,7 @@ def test_meta_converse_stream_with_events_with_no_content( assert_message_in_logs(logs[2], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert ( log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) diff --git a/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_nova.py b/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_nova.py index 17f557f549..d99947d939 100644 --- a/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_nova.py +++ b/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_nova.py @@ -1,7 +1,7 @@ import json import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -1359,7 +1359,7 @@ def test_nova_cross_region_invoke_with_events_with_no_content( assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert ( log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) diff --git a/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_titan.py b/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_titan.py index 80bc3e3ea0..b8a1d7790d 100644 --- a/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_titan.py +++ b/packages/opentelemetry-instrumentation-bedrock/tests/traces/test_titan.py @@ -1,7 +1,7 @@ import json import pytest -from opentelemetry.sdk._logs import LogData +from 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b/packages/opentelemetry-instrumentation-chromadb/.python-version index 11aaa06863..2c0733315e 100644 --- a/packages/opentelemetry-instrumentation-chromadb/.python-version +++ b/packages/opentelemetry-instrumentation-chromadb/.python-version @@ -1 +1 @@ -3.9.5 +3.11 diff --git a/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/wrapper.py b/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/wrapper.py index c1df055cef..e1a4eb6de1 100644 --- a/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/wrapper.py +++ b/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/wrapper.py @@ -50,8 +50,8 @@ def _wrap(tracer, to_wrap, wrapped, instance, args, kwargs): elif to_wrap.get("method") == "query": _set_query_attributes(span, kwargs) elif to_wrap.get("method") == "_query": - _set_segment_query_attributes(span, kwargs) - _add_segment_query_embeddings_events(span, kwargs) + _set_segment_query_attributes(span, kwargs, args) + _add_segment_query_embeddings_events(span, kwargs, args) elif to_wrap.get("method") == "modify": _set_modify_attributes(span, kwargs) elif to_wrap.get("method") == "update": @@ -181,21 +181,31 @@ def _set_query_attributes(span, kwargs): @dont_throw -def _set_segment_query_attributes(span, kwargs): +def _set_segment_query_attributes(span, kwargs, args=None): + # collection_id can be passed as positional arg[0] or keyword arg + collection_id = kwargs.get("collection_id") + if collection_id is None and args and len(args) > 0: + collection_id = args[0] _set_span_attribute( span, AISpanAttributes.CHROMADB_QUERY_SEGMENT_QUERY_COLLECTION_ID, - str(kwargs.get("collection_id")), + str(collection_id) if collection_id else None, ) @dont_throw -def _add_segment_query_embeddings_events(span, kwargs): - for i, embeddings in enumerate(kwargs.get("query_embeddings", [])): +def 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"lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-chromadb" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-chromadb/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-chromadb" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-chromadb/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-chromadb/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-chromadb" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-chromadb/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-chromadb" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-chromadb" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-chromadb/pyproject.toml b/packages/opentelemetry-instrumentation-chromadb/pyproject.toml 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a/packages/opentelemetry-instrumentation-cohere/project.json b/packages/opentelemetry-instrumentation-cohere/project.json index 3f8a2d72a7..484e22c837 100644 --- a/packages/opentelemetry-instrumentation-cohere/project.json +++ b/packages/opentelemetry-instrumentation-cohere/project.json @@ -5,9 +5,9 @@ "sourceRoot": "packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-cohere" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-cohere/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-cohere" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-cohere/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-cohere/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-cohere" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-cohere/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-cohere" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-cohere" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-cohere/pyproject.toml b/packages/opentelemetry-instrumentation-cohere/pyproject.toml index 87db0b4dff..511b401aba 100644 --- a/packages/opentelemetry-instrumentation-cohere/pyproject.toml +++ b/packages/opentelemetry-instrumentation-cohere/pyproject.toml @@ -1,59 +1,73 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/cohere"] - -[tool.coverage.report] -exclude_lines = ['if TYPE_CHECKING:'] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-cohere" version = "0.50.1" description = "OpenTelemetry Cohere instrumentation" authors = [ - "Gal Kleinman ", - "Nir Gazit ", - "Tomer Friedman ", + { name = "Gal Kleinman", email = "gal@traceloop.com" }, + { name = "Nir Gazit", email = "nir@traceloop.com" }, + { name = "Tomer Friedman", email = "tomer@traceloop.com" }, ] -repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-cohere" license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.9,<4" +dependencies = [ + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-semantic-conventions>=0.59b0", +] -[[tool.poetry.packages]] -include = "opentelemetry/instrumentation/cohere" - -[tool.poetry.dependencies] -python = ">=3.9,<4" -opentelemetry-api = "^1.38.0" -opentelemetry-instrumentation = ">=0.59b0" -opentelemetry-semantic-conventions = ">=0.59b0" -opentelemetry-semantic-conventions-ai = "^0.4.13" - -[tool.poetry.group.dev.dependencies] -autopep8 = "^2.2.0" -flake8 = "7.0.0" -pytest = "^8.2.2" -pytest-sugar = "1.0.0" - -[tool.poetry.group.test.dependencies] -cohere = "^5.18.0" -pytest = "^8.2.2" -pytest-sugar = "1.0.0" -vcrpy = "^6.0.1" -pytest-recording = "^0.13.1" -opentelemetry-sdk = "^1.38.0" -pytest-asyncio = "^1.2.0" - -[tool.pytest.ini_options] -asyncio_mode = "auto" -asyncio_default_fixture_loop_scope = "function" - -[build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" +[project.urls] +Repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-cohere" -[tool.poetry.extras] +[project.optional-dependencies] instruments = ["cohere"] -[tool.poetry.plugins."opentelemetry_instrumentor"] +[project.entry-points."opentelemetry_instrumentor"] cohere = "opentelemetry.instrumentation.cohere:CohereInstrumentor" + +[dependency-groups] +dev = [ + "autopep8>=2.2.0,<3", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "ruff>=0.4.0", +] +test = [ + "cohere>=5.18.0,<6", + "opentelemetry-sdk>=1.38.0,<2", + "pytest-asyncio>=1.2.0,<2", + "pytest-recording>=0.13.1,<0.14.0", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "vcrpy>=6.0.1,<7", +] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.build.targets.wheel] +packages = ["opentelemetry"] + +[tool.coverage.run] +branch = true +source = ["opentelemetry/instrumentation/cohere"] + +[tool.coverage.report] +exclude_lines = ["if TYPE_CHECKING:"] +show_missing = true + +[tool.ruff] +line-length = 120 +exclude = [ + ".git", + "__pycache__", + "build", + "dist", + ".venv", + ".pytest_cache", +] + +[tool.ruff.lint] +select = ["E", "F", "W"] diff --git a/packages/opentelemetry-instrumentation-cohere/tests/test_chat.py b/packages/opentelemetry-instrumentation-cohere/tests/test_chat.py index dfa06a31f7..bafc2ee84a 100644 --- a/packages/opentelemetry-instrumentation-cohere/tests/test_chat.py +++ b/packages/opentelemetry-instrumentation-cohere/tests/test_chat.py @@ -1,6 +1,6 @@ import json import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -1015,7 +1015,7 @@ async def test_cohere_v2_chat_legacy_with_tool_calls_and_streaming_async( ), "Assert that it doesn't emit logs when use_legacy_attributes is True" -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert ( log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) diff --git a/packages/opentelemetry-instrumentation-cohere/tests/test_completion.py b/packages/opentelemetry-instrumentation-cohere/tests/test_completion.py index 09e132b52d..19a95b7c7e 100644 --- a/packages/opentelemetry-instrumentation-cohere/tests/test_completion.py +++ b/packages/opentelemetry-instrumentation-cohere/tests/test_completion.py @@ -1,5 +1,5 @@ import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -94,7 +94,7 @@ def test_cohere_completion_with_events_with_no_content( assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert ( log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) diff --git a/packages/opentelemetry-instrumentation-cohere/tests/test_rerank.py b/packages/opentelemetry-instrumentation-cohere/tests/test_rerank.py index bada1aaf60..7d92c69a8c 100644 --- a/packages/opentelemetry-instrumentation-cohere/tests/test_rerank.py +++ b/packages/opentelemetry-instrumentation-cohere/tests/test_rerank.py @@ -1,5 +1,5 @@ import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -362,7 +362,7 @@ async def test_cohere_v2_rerank_legacy_async( ), "Assert that it doesn't emit logs when use_legacy_attributes is True" -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert ( log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) diff --git a/packages/opentelemetry-instrumentation-cohere/uv.lock b/packages/opentelemetry-instrumentation-cohere/uv.lock new file mode 100644 index 0000000000..75e8ced42b --- /dev/null +++ b/packages/opentelemetry-instrumentation-cohere/uv.lock @@ -0,0 +1,1707 @@ +version = 1 +revision = 1 +requires-python = ">=3.9, <4" +resolution-markers = [ + 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-34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-crewai" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-crewai/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-crewai/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-crewai" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-crewai/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-crewai" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-crewai" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-crewai/pyproject.toml b/packages/opentelemetry-instrumentation-crewai/pyproject.toml index e982b0a996..86aa45abfb 100644 --- a/packages/opentelemetry-instrumentation-crewai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-crewai/pyproject.toml @@ -1,49 +1,71 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/crewai"] - -[tool.coverage.report] -exclude_lines = ['if TYPE_CHECKING:'] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-crewai" version = "0.50.1" description = "OpenTelemetry crewAI instrumentation" -authors = ["Gal Kleinman ", "Nir Gazit "] -repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-crewai" +authors = [ + { name = "Gal Kleinman", email = "gal@traceloop.com" }, + { name = "Nir Gazit", email = "nir@traceloop.com" }, +] license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.10,<4" +dependencies = [ + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-semantic-conventions>=0.59b0", +] -[[tool.poetry.packages]] -include = "opentelemetry/instrumentation/crewai" - -[tool.poetry.dependencies] -python = ">=3.10,<4" -opentelemetry-api = "^1.38.0" -opentelemetry-instrumentation = ">=0.59b0" -opentelemetry-semantic-conventions = ">=0.59b0" -opentelemetry-semantic-conventions-ai = "^0.4.13" - -[tool.poetry.group.dev.dependencies] -autopep8 = "^2.2.0" -flake8 = "7.1.1" -pytest = "^8.2.2" -pytest-sugar = 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"packages/opentelemetry-instrumentation-google-generativeai/opentelemetry/instrumentation/google_generativeai", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-google-generativeai" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-google-generativeai/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-google-generativeai" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-google-generativeai/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-google-generativeai/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-google-generativeai" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-google-generativeai/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-google-generativeai" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-google-generativeai" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml b/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml index 5a2bc2d48c..02436f5b00 100644 --- a/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml @@ -1,50 +1,71 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/google_generativeai"] - -[tool.coverage.report] -exclude_lines = ['if TYPE_CHECKING:'] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-google-generativeai" version = "0.50.1" description = "OpenTelemetry Google Generative AI instrumentation" -authors = ["Gal Kleinman ", "Nir Gazit "] -repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-google-generativeai" +authors = [ + { name = "Gal Kleinman", email = "gal@traceloop.com" }, + { name = "Nir Gazit", email = "nir@traceloop.com" }, +] license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.9,<4" +dependencies = [ + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-semantic-conventions>=0.59b0", +] -[[tool.poetry.packages]] -include = "opentelemetry/instrumentation/google_generativeai" - -[tool.poetry.dependencies] -python = ">=3.9,<4" -opentelemetry-api = "^1.38.0" -opentelemetry-instrumentation = ">=0.59b0" -opentelemetry-semantic-conventions = ">=0.59b0" -opentelemetry-semantic-conventions-ai = "^0.4.13" - -[tool.poetry.group.dev.dependencies] -autopep8 = "^2.2.0" -flake8 = "7.0.0" -pytest = "^8.2.2" -pytest-sugar = "1.0.0" - -[tool.poetry.group.test.dependencies] -pytest = "^8.2.2" -pytest-sugar = "1.0.0" -vcrpy = "^6.0.1" -pytest-recording = "^0.13.1" -opentelemetry-sdk = "^1.38.0" -google-genai = "^1.0.0" - -[build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" +[project.urls] +Repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-google-generativeai" -[tool.poetry.extras] +[project.optional-dependencies] instruments = ["google-genai"] -[tool.poetry.plugins."opentelemetry_instrumentor"] +[project.entry-points."opentelemetry_instrumentor"] google_generativeai = "opentelemetry.instrumentation.google_generativeai:GoogleGenerativeAiInstrumentor" + +[dependency-groups] +dev = [ + "autopep8>=2.2.0,<3", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "ruff>=0.4.0", +] +test = [ + "google-genai>=1.0.0,<2", + "opentelemetry-sdk>=1.38.0,<2", + "pytest-recording>=0.13.1,<0.14.0", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "vcrpy>=6.0.1,<7", +] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.build.targets.wheel] +packages = ["opentelemetry"] + +[tool.coverage.run] +branch = true +source = ["opentelemetry/instrumentation/google_generativeai"] + +[tool.coverage.report] +exclude_lines = ["if TYPE_CHECKING:"] +show_missing = true + +[tool.ruff] +line-length = 120 +exclude = [ + ".git", + "__pycache__", + "build", + "dist", + ".venv", + ".pytest_cache", +] + +[tool.ruff.lint] +select = ["E", "F", "W"] diff --git a/packages/opentelemetry-instrumentation-google-generativeai/tests/test_generate_content.py b/packages/opentelemetry-instrumentation-google-generativeai/tests/test_generate_content.py index 7ab4b8888b..9f6ac235b0 100644 --- a/packages/opentelemetry-instrumentation-google-generativeai/tests/test_generate_content.py +++ b/packages/opentelemetry-instrumentation-google-generativeai/tests/test_generate_content.py @@ -1,4 +1,4 @@ -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) 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"more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] -type = ["pytest-mypy"] - -[extras] -instruments = [] - -[metadata] -lock-version = "2.1" -python-versions = ">=3.9,<4" -content-hash = "bbbdefd89de124f19fa95d242529e431fe0f16c1edcdd424e054992b3bd6c0f9" diff --git a/packages/opentelemetry-instrumentation-groq/project.json b/packages/opentelemetry-instrumentation-groq/project.json index 62a18a6997..bd41953480 100644 --- a/packages/opentelemetry-instrumentation-groq/project.json +++ b/packages/opentelemetry-instrumentation-groq/project.json @@ -5,9 +5,9 @@ "sourceRoot": "packages/opentelemetry-instrumentation-groq/opentelemetry_instrumentation_groq", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-groq" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-groq/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-groq" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-groq/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-groq/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-groq" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-groq/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-groq" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-groq" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-groq/pyproject.toml b/packages/opentelemetry-instrumentation-groq/pyproject.toml index fb67870a25..ed103ba8cd 100644 --- a/packages/opentelemetry-instrumentation-groq/pyproject.toml +++ b/packages/opentelemetry-instrumentation-groq/pyproject.toml @@ -1,51 +1,72 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/groq"] - -[tool.coverage.report] -exclude_lines = ['if TYPE_CHECKING:'] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-groq" version = "0.50.1" description = "OpenTelemetry Groq instrumentation" -authors = ["Gal Kleinman ", "Nir Gazit "] -repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-groq" +authors = [ + { name = "Gal Kleinman", email = "gal@traceloop.com" }, + { name = "Nir Gazit", email = "nir@traceloop.com" }, +] license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.9,<4" +dependencies = [ + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-semantic-conventions>=0.59b0", +] -[[tool.poetry.packages]] -include = "opentelemetry/instrumentation/groq" - -[tool.poetry.dependencies] -python = ">=3.9,<4" -opentelemetry-api = "^1.38.0" -opentelemetry-instrumentation = ">=0.59b0" -opentelemetry-semantic-conventions = 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b/packages/opentelemetry-instrumentation-groq/tests/traces/test_chat_tracing.py @@ -1,5 +1,5 @@ import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -384,7 +384,7 @@ def test_chat_streaming_with_events_with_no_content( assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert ( log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) diff --git a/packages/opentelemetry-instrumentation-groq/uv.lock b/packages/opentelemetry-instrumentation-groq/uv.lock new file mode 100644 index 0000000000..40069c37a0 --- /dev/null +++ b/packages/opentelemetry-instrumentation-groq/uv.lock @@ -0,0 +1,1290 @@ 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"sourceRoot": "packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-haystack" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-haystack/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-haystack" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-haystack/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-haystack/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-haystack" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-haystack/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-haystack" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-haystack" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff 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"executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-lancedb" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-lancedb/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-lancedb/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-lancedb" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-lancedb/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-lancedb" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-lancedb" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-lancedb/pyproject.toml b/packages/opentelemetry-instrumentation-lancedb/pyproject.toml index 162c6f45f2..0e86c91551 100644 --- a/packages/opentelemetry-instrumentation-lancedb/pyproject.toml +++ b/packages/opentelemetry-instrumentation-lancedb/pyproject.toml @@ -1,57 +1,75 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/lancedb"] - -[tool.coverage.report] -exclude_lines = ["if TYPE_CHECKING:"] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-lancedb" version = "0.50.1" description = "OpenTelemetry Lancedb instrumentation" authors = [ - "Gal Kleinman ", - "Nir Gazit ", - "Tomer Friedman ", + { name = "Gal Kleinman", email = "gal@traceloop.com" }, + { name = "Nir Gazit", email = "nir@traceloop.com" }, + { name = "Tomer Friedman", email = "tomer@traceloop.com" }, ] -repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-lancedb" license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.9,<4" +dependencies = [ + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-semantic-conventions>=0.59b0", +] -[[tool.poetry.packages]] -include = "opentelemetry/instrumentation/lancedb" - -[tool.poetry.dependencies] -python = ">=3.9,<4" -opentelemetry-api = "^1.38.0" -opentelemetry-instrumentation = ">=0.59b0" -opentelemetry-semantic-conventions = ">=0.59b0" -opentelemetry-semantic-conventions-ai = "^0.4.13" - -[tool.poetry.group.dev.dependencies] -autopep8 = "^2.2.0" -flake8 = 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100644 --- a/packages/opentelemetry-instrumentation-langchain/project.json +++ b/packages/opentelemetry-instrumentation-langchain/project.json @@ -2,12 +2,12 @@ "name": "opentelemetry-instrumentation-langchain", "$schema": "../../node_modules/nx/schemas/project-schema.json", "projectType": "library", - "sourceRoot": "packages/opentelemetry-instrumentation-langchain/opentelemetry_instrumentation_anthropic", + "sourceRoot": "packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-langchain" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-langchain/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-langchain" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-langchain/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-langchain/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-langchain" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-langchain/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-langchain" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-langchain" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-langchain/pyproject.toml b/packages/opentelemetry-instrumentation-langchain/pyproject.toml index 3f2f5559d6..c4bfe19742 100644 --- a/packages/opentelemetry-instrumentation-langchain/pyproject.toml +++ b/packages/opentelemetry-instrumentation-langchain/pyproject.toml @@ -1,71 +1,87 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/langchain"] - -[tool.coverage.report] -exclude_lines = ['if TYPE_CHECKING:'] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-langchain" version = "0.50.1" description = "OpenTelemetry Langchain instrumentation" authors = [ - "Gal Kleinman ", - "Nir Gazit ", - "Tomer Friedman ", + { name = "Gal Kleinman", email = "gal@traceloop.com" }, + { name = "Nir Gazit", email = "nir@traceloop.com" }, + { name = "Tomer Friedman", email = "tomer@traceloop.com" }, ] -repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-langchain" license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.9,<4" +dependencies = [ + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-semantic-conventions>=0.59b0", +] -[[tool.poetry.packages]] -include = "opentelemetry/instrumentation/langchain" +[project.urls] +Repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-langchain" -[tool.poetry.dependencies] -python = ">=3.9,<4" -opentelemetry-api = "^1.38.0" -opentelemetry-instrumentation = ">=0.59b0" -opentelemetry-semantic-conventions = ">=0.59b0" -opentelemetry-semantic-conventions-ai = "^0.4.13" +[project.optional-dependencies] +instruments = ["langchain"] -[tool.poetry.group.dev.dependencies] -autopep8 = "^2.3.1" -flake8 = "7.1.1" -pytest = "^8.3.3" -pytest-sugar = "1.0.0" +[project.entry-points."opentelemetry_instrumentor"] +langchain = "opentelemetry.instrumentation.langchain:LangchainInstrumentor" +[dependency-groups] +dev = [ + "autopep8>=2.3.1,<3", + "pytest-sugar==1.0.0", + "pytest>=8.3.3,<9", + "ruff>=0.4.0", +] +test = [ + "anthropic>=0.51.0,<0.52.0", + "boto3>=1.35.49,<2", + "langchain-anthropic>=0.3.13,<0.4.0", + "langchain-aws>=0.2.11,<0.3.0", + "langchain-cohere==0.3.1", + "langchain-community>=0.3.3,<0.4.0", + "langchain-huggingface>=0.1.2,<0.2.0", + "langchain-openai>=0.3.1,<0.4.0", + "langchain>=0.3.15,<0.4.0", + "langchainhub>=0.1.21,<0.2.0", + "langgraph>=0.4,<0.5.0", + "openai>=1.52.2,<2", + "opentelemetry-instrumentation-bedrock", + "opentelemetry-instrumentation-openai", + "opentelemetry-sdk>=1.38.0,<2", + "pydantic>=2.10.5,<3", + "pytest-asyncio>=0.24.0,<0.25.0", + "pytest-recording>=0.13.2,<0.14.0", + "pytest-sugar==1.0.0", + "pytest>=8.3.3,<9", + "text-generation>=0.7.0,<0.8.0", + "vcrpy>=6.0.2,<7", +] +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" -[tool.poetry.group.test.dependencies] -langchain = "^0.3.15" -langchain-community = "^0.3.3" -openai = "^1.52.2" -pytest = "^8.3.3" -pytest-sugar = "1.0.0" -vcrpy = "^6.0.2" -pytest-recording = "^0.13.2" -pytest-asyncio = "^0.24.0" -opentelemetry-sdk = "^1.38.0" -opentelemetry-instrumentation-openai = { path = "../opentelemetry-instrumentation-openai", develop = true } -opentelemetry-instrumentation-bedrock = { path = "../opentelemetry-instrumentation-bedrock", develop = true } -text-generation = "^0.7.0" -anthropic = "^0.51.0" -boto3 = "^1.35.49" -langchain-anthropic = "^0.3.13" -langchain-aws = "^0.2.11" -langchain-openai = "^0.3.1" -langchain-cohere = "0.3.1" -langchain-huggingface = "^0.1.2" -pydantic = "^2.10.5" -langchainhub = "^0.1.21" -langgraph = "^0.4" +[tool.hatch.build.targets.wheel] +packages = ["opentelemetry"] -[build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" +[tool.coverage.run] +branch = true +source = ["opentelemetry/instrumentation/langchain"] -[tool.poetry.extras] -instruments = ["langchain"] +[tool.coverage.report] +exclude_lines = ["if TYPE_CHECKING:"] +show_missing = true -[tool.poetry.plugins."opentelemetry_instrumentor"] -langchain = "opentelemetry.instrumentation.langchain:LangchainInstrumentor" +[tool.ruff] +line-length = 120 +exclude = [ + ".git", + "__pycache__", + "build", + "dist", + ".venv", + ".pytest_cache", +] + +[tool.ruff.lint] +select = ["E", "F", "W"] diff --git a/packages/opentelemetry-instrumentation-langchain/tests/conftest.py b/packages/opentelemetry-instrumentation-langchain/tests/conftest.py index 47f71fcc5d..b41cf016db 100644 --- a/packages/opentelemetry-instrumentation-langchain/tests/conftest.py +++ b/packages/opentelemetry-instrumentation-langchain/tests/conftest.py @@ -164,7 +164,17 @@ def before_record_request(request): return request return { - "filter_headers": ["authorization", "x-api-key"], + "filter_headers": [ + "authorization", + "x-api-key", + "x-amz-security-token", + "x-amz-credential", + "x-amz-signature", + "x-amz-date", + ], "match_on": ["method", "scheme", "host", "port", "path", "query"], "before_record_request": before_record_request, + # Ignore AWS Instance Metadata Service (IMDS) requests that boto3 makes + # when validating credentials during ChatBedrock initialization + "ignore_hosts": ["169.254.169.254"], } diff --git a/packages/opentelemetry-instrumentation-langchain/tests/test_agents.py b/packages/opentelemetry-instrumentation-langchain/tests/test_agents.py index 3f8bfbeffd..ab956ecf4b 100644 --- a/packages/opentelemetry-instrumentation-langchain/tests/test_agents.py +++ b/packages/opentelemetry-instrumentation-langchain/tests/test_agents.py @@ -5,7 +5,7 @@ from langchain_community.tools.tavily_search import TavilySearchResults from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder from langchain_openai import ChatOpenAI -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -243,7 +243,7 @@ def test_agents_with_events_with_no_content( def assert_message_in_logs( - logs: Tuple[LogData], event_name: str, expected_content: dict + logs: Tuple[ReadableLogRecord, ...], event_name: str, expected_content: dict ): assert any( log.log_record.event_name == event_name diff --git a/packages/opentelemetry-instrumentation-langchain/tests/test_chains.py b/packages/opentelemetry-instrumentation-langchain/tests/test_chains.py index 6bcfb94936..bad2531e30 100644 --- a/packages/opentelemetry-instrumentation-langchain/tests/test_chains.py +++ b/packages/opentelemetry-instrumentation-langchain/tests/test_chains.py @@ -6,7 +6,7 @@ from langchain.schema import StrOutputParser from langchain_cohere import ChatCohere from langchain_openai import OpenAI -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -812,7 +812,7 @@ async def test_astream_with_events_with_no_content( # assert_message_in_logs(logs[1], "gen_ai.choice", _choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) == "langchain" diff --git a/packages/opentelemetry-instrumentation-langchain/tests/test_documents_chains.py b/packages/opentelemetry-instrumentation-langchain/tests/test_documents_chains.py index cbafaad10d..2d5fd66611 100644 --- a/packages/opentelemetry-instrumentation-langchain/tests/test_documents_chains.py +++ b/packages/opentelemetry-instrumentation-langchain/tests/test_documents_chains.py @@ -4,7 +4,7 @@ from langchain.chains.summarize import load_summarize_chain from langchain.text_splitter import CharacterTextSplitter from langchain_cohere import ChatCohere -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -149,7 +149,7 @@ def test_sequential_chain_with_events_with_no_content( assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) == "langchain" diff --git a/packages/opentelemetry-instrumentation-langchain/tests/test_lcel.py b/packages/opentelemetry-instrumentation-langchain/tests/test_lcel.py index ea194370df..4198b806b7 100644 --- a/packages/opentelemetry-instrumentation-langchain/tests/test_lcel.py +++ b/packages/opentelemetry-instrumentation-langchain/tests/test_lcel.py @@ -9,7 +9,7 @@ convert_pydantic_to_openai_function, ) from langchain_openai import ChatOpenAI -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -1001,7 +1001,7 @@ class Joke(BaseModel): assert_message_in_logs(logs[2], "gen_ai.choice", _choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) == "langchain" diff --git a/packages/opentelemetry-instrumentation-langchain/tests/test_llms.py b/packages/opentelemetry-instrumentation-langchain/tests/test_llms.py index 096fb176d8..c24fb2475f 100644 --- a/packages/opentelemetry-instrumentation-langchain/tests/test_llms.py +++ b/packages/opentelemetry-instrumentation-langchain/tests/test_llms.py @@ -16,11 +16,8 @@ convert_pydantic_to_openai_function, ) from langchain_openai import ChatOpenAI, OpenAI -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.sdk.trace import Span -from opentelemetry.semconv._incubating.attributes import ( - event_attributes as EventAttributes, -) from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -221,7 +218,7 @@ def test_custom_llm_with_events_with_no_content( ) chain = prompt | model - response = chain.invoke({"input": "tell me a short joke"}) + chain.invoke({"input": "tell me a short joke"}) spans = span_exporter.get_finished_spans() @@ -635,7 +632,7 @@ def test_anthropic(instrument_legacy, span_exporter, log_exporter): model = ChatAnthropic(model="claude-2.1", temperature=0.5) chain = prompt | model - response = chain.invoke({"input": "tell me a short joke"}) + chain.invoke({"input": "tell me a short joke"}) spans = span_exporter.get_finished_spans() @@ -835,7 +832,7 @@ def test_bedrock(instrument_legacy, span_exporter, log_exporter): ) chain = prompt | model - response = chain.invoke({"input": "tell me a short joke"}) + chain.invoke({"input": "tell me a short joke"}) spans = span_exporter.get_finished_spans() @@ -872,28 +869,17 @@ def test_bedrock(instrument_legacy, span_exporter, log_exporter): output = json.loads( workflow_span.attributes[SpanAttributes.TRACELOOP_ENTITY_OUTPUT] ) - # We need to remove the id from the output because it is random - assert {k: v for k, v in output["outputs"]["kwargs"].items() if k != "id"} == { - "content": "Here's a short joke for you:\n\nWhat do you call a bear with no teeth? A gummy bear!", - "additional_kwargs": { - "model_id": "anthropic.claude-3-haiku-20240307-v1:0", - "stop_reason": "end_turn", - "usage": {"prompt_tokens": 16, "completion_tokens": 27, "total_tokens": 43}, - }, - "response_metadata": { - "model_id": "anthropic.claude-3-haiku-20240307-v1:0", - "stop_reason": "end_turn", - "usage": {"prompt_tokens": 16, "completion_tokens": 27, "total_tokens": 43}, - }, - "usage_metadata": { - "input_tokens": 16, - "output_tokens": 27, - "total_tokens": 43, - }, - "type": "ai", - "tool_calls": [], - "invalid_tool_calls": [], - } + # We check essential fields instead of exact match due to library version differences + output_kwargs = output["outputs"]["kwargs"] + assert output_kwargs["content"] == "Here's a short joke for you:\n\nWhat do you call a bear with no teeth? A gummy bear!" + assert output_kwargs["type"] == "ai" + assert output_kwargs["tool_calls"] == [] + assert output_kwargs["invalid_tool_calls"] == [] + assert output_kwargs["additional_kwargs"]["model_id"] == "anthropic.claude-3-haiku-20240307-v1:0" + assert output_kwargs["additional_kwargs"]["stop_reason"] == "end_turn" + assert output_kwargs["usage_metadata"]["input_tokens"] == 16 + assert output_kwargs["usage_metadata"]["output_tokens"] == 27 + assert output_kwargs["usage_metadata"]["total_tokens"] == 43 logs = log_exporter.get_finished_logs() assert len(logs) == 0, ( @@ -1065,7 +1051,7 @@ def test_trace_propagation(instrument_legacy, span_exporter, log_exporter, LLM): expected_vendors = { OpenAI: "openai", - VLLMOpenAI: "openai", + VLLMOpenAI: "openai", ChatOpenAI: "openai" } assert openai_span.attributes[GenAIAttributes.GEN_AI_SYSTEM] == expected_vendors[LLM] @@ -1674,7 +1660,7 @@ async def test_trace_propagation_stream_async_with_events_with_no_content( assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) # logs[1] may not exist -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) == "langchain" diff --git a/packages/opentelemetry-instrumentation-langchain/tests/test_structured_output.py b/packages/opentelemetry-instrumentation-langchain/tests/test_structured_output.py index 010f8c5bb7..3b41cba7f6 100644 --- a/packages/opentelemetry-instrumentation-langchain/tests/test_structured_output.py +++ b/packages/opentelemetry-instrumentation-langchain/tests/test_structured_output.py @@ -3,7 +3,7 @@ import pytest from langchain.schema import HumanMessage from langchain_openai import ChatOpenAI -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -102,7 +102,7 @@ def test_structured_output_with_events_with_no_content( assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) == "langchain" diff --git a/packages/opentelemetry-instrumentation-langchain/tests/test_tool_calls.py b/packages/opentelemetry-instrumentation-langchain/tests/test_tool_calls.py index 348458eafa..1908535164 100644 --- a/packages/opentelemetry-instrumentation-langchain/tests/test_tool_calls.py +++ b/packages/opentelemetry-instrumentation-langchain/tests/test_tool_calls.py @@ -11,7 +11,7 @@ ToolMessage, ) from langchain_openai import ChatOpenAI -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -1224,7 +1224,7 @@ def get_news(location: str) -> str: assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) == "langchain" diff --git a/packages/opentelemetry-instrumentation-langchain/uv.lock b/packages/opentelemetry-instrumentation-langchain/uv.lock new file mode 100644 index 0000000000..1498ad148a --- /dev/null +++ b/packages/opentelemetry-instrumentation-langchain/uv.lock @@ -0,0 +1,4997 @@ +version = 1 +revision = 1 +requires-python = ">=3.9, <4" +resolution-markers = [ + 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"jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] -type = ["pytest-mypy"] - -[extras] -instruments = [] -llamaparse = [] - -[metadata] -lock-version = "2.1" -python-versions = ">=3.9,<4" -content-hash = "67c27501f498e9a21a8df3bbb132aa1900c4a9869e9f4fc2244a6991bb502c6c" diff --git a/packages/opentelemetry-instrumentation-llamaindex/project.json b/packages/opentelemetry-instrumentation-llamaindex/project.json index 846e88ad99..9ae082fb2d 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/project.json +++ b/packages/opentelemetry-instrumentation-llamaindex/project.json @@ -2,12 +2,12 @@ "name": "opentelemetry-instrumentation-llamaindex", "$schema": "../../node_modules/nx/schemas/project-schema.json", "projectType": "library", - "sourceRoot": "packages/opentelemetry-instrumentation-llamaindex/opentelemetry_instrumentation_anthropic", + "sourceRoot": "packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-llamaindex" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-llamaindex/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-llamaindex" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-llamaindex/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-llamaindex/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-llamaindex" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-llamaindex/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-llamaindex" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-llamaindex" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml b/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml index 3849e622d2..62b72f08e5 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml +++ b/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml @@ -1,67 +1,84 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/llamaindex"] - -[tool.coverage.report] -exclude_lines = ['if TYPE_CHECKING:'] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-llamaindex" version = "0.50.1" description = "OpenTelemetry LlamaIndex instrumentation" authors = [ - "Gal Kleinman ", - "Nir Gazit ", - "Tomer Friedman ", + { name = "Gal Kleinman", email = "gal@traceloop.com" }, + { name = "Nir Gazit", email = "nir@traceloop.com" }, + { name = "Tomer Friedman", email = "tomer@traceloop.com" }, ] -repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-llamaindex" license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.9,<4" +dependencies = [ + "inflection>=0.5.1,<0.6.0", + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-semantic-conventions>=0.59b0", +] -[[tool.poetry.packages]] -include = "opentelemetry/instrumentation/llamaindex" - -[tool.poetry.dependencies] -python = ">=3.9,<4" -opentelemetry-api = "^1.38.0" -opentelemetry-instrumentation = ">=0.59b0" -opentelemetry-semantic-conventions = ">=0.59b0" -opentelemetry-semantic-conventions-ai = "^0.4.13" -inflection = "^0.5.1" +[project.urls] +Repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-llamaindex" -[tool.poetry.group.dev.dependencies] -autopep8 = "^2.2.0" -flake8 = "7.0.0" +[project.optional-dependencies] +instruments = ["llama-index"] +llamaparse = ["llama-parse"] -[tool.poetry.group.test.dependencies] -vcrpy = "^6.0.1" -pytest-recording = "^0.13.1" -pytest-asyncio = "^0.23.7" -chromadb = "^0.5.23" -openai = "^1.52.2" -opentelemetry-sdk = "^1.38.0" -llama-index = "^0.12.52" -llama-index-postprocessor-cohere-rerank = "^0.3.0" -opentelemetry-instrumentation-openai = { path = "../opentelemetry-instrumentation-openai", develop = true } -opentelemetry-instrumentation-cohere = { path = "../opentelemetry-instrumentation-cohere", develop = true } -opentelemetry-instrumentation-chromadb = { path = "../opentelemetry-instrumentation-chromadb", develop = true } -sqlalchemy = "^2.0.31" -llama-index-agent-openai = "^0.4.12" -llama-index-vector-stores-chroma = "^0.4.1" -llama-index-llms-cohere = "^0.4.0" -llama-index-embeddings-openai = "^0.3.1" -llama-index-llms-openai = "^0.4.0" -onnxruntime = "<1.20.0" -llama-parse = "^0.5.20" +[project.entry-points."opentelemetry_instrumentor"] +llama-index = "opentelemetry.instrumentation.llamaindex:LlamaIndexInstrumentor" +[dependency-groups] +dev = [ + "autopep8>=2.2.0,<3", + "ruff>=0.4.0", +] +test = [ + "chromadb>=0.5.23,<0.6.0", + "llama-index-agent-openai>=0.4.12,<0.5.0", + "llama-index-embeddings-openai>=0.3.1,<0.4.0", + "llama-index-llms-cohere>=0.4.0,<0.5.0", + "llama-index-llms-openai>=0.4.0,<0.5.0", + "llama-index-postprocessor-cohere-rerank>=0.3.0,<0.4.0", + "llama-index-vector-stores-chroma>=0.4.1,<0.5.0", + "llama-index>=0.12.52,<0.13.0", + "llama-parse>=0.5.20,<0.6.0", + "onnxruntime<1.20.0", + "openai>=1.52.2,<2", + "opentelemetry-instrumentation-chromadb", + "opentelemetry-instrumentation-cohere", + "opentelemetry-instrumentation-openai", + "opentelemetry-sdk>=1.38.0,<2", + "pytest-asyncio>=0.23.7,<0.24.0", + "pytest-recording>=0.13.1,<0.14.0", + "sqlalchemy>=2.0.31,<3", + "vcrpy>=6.0.1,<7", +] [build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" +requires = ["hatchling"] +build-backend = "hatchling.build" -[tool.poetry.extras] -instruments = ["llama-index"] -llamaparse = ["llama-parse"] +[tool.hatch.build.targets.wheel] +packages = ["opentelemetry"] -[tool.poetry.plugins."opentelemetry_instrumentor"] -llama-index = "opentelemetry.instrumentation.llamaindex:LlamaIndexInstrumentor" +[tool.coverage.run] +branch = true +source = ["opentelemetry/instrumentation/llamaindex"] + +[tool.coverage.report] +exclude_lines = ["if TYPE_CHECKING:"] +show_missing = true + +[tool.ruff] +line-length = 120 +exclude = [ + ".git", + "__pycache__", + "build", + "dist", + ".venv", + ".pytest_cache", +] + +[tool.ruff.lint] +select = ["E", "F", "W"] diff --git a/packages/opentelemetry-instrumentation-llamaindex/tests/test_agents.py b/packages/opentelemetry-instrumentation-llamaindex/tests/test_agents.py index c6d41480f5..abf0c0ce7c 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/tests/test_agents.py +++ b/packages/opentelemetry-instrumentation-llamaindex/tests/test_agents.py @@ -8,7 +8,7 @@ from llama_index.core.tools import FunctionTool, QueryEngineTool from llama_index.llms.cohere import Cohere from llama_index.llms.openai import OpenAI -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -40,7 +40,7 @@ def make_sql_table(): return SQLDatabase(engine, include_tables=["city_stats"]) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) == "llamaindex" diff --git a/packages/opentelemetry-instrumentation-llamaindex/uv.lock b/packages/opentelemetry-instrumentation-llamaindex/uv.lock new file mode 100644 index 0000000000..ebb57f252f --- /dev/null +++ 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a/packages/opentelemetry-instrumentation-marqo/project.json b/packages/opentelemetry-instrumentation-marqo/project.json index 286967c85c..74bf4e7509 100644 --- a/packages/opentelemetry-instrumentation-marqo/project.json +++ b/packages/opentelemetry-instrumentation-marqo/project.json @@ -5,9 +5,9 @@ "sourceRoot": "packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-marqo" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-marqo/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-marqo" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-marqo/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-marqo/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-marqo" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-marqo/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-marqo" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-marqo" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-marqo/pyproject.toml b/packages/opentelemetry-instrumentation-marqo/pyproject.toml index 82f5ad28ec..357e8b0631 100644 --- a/packages/opentelemetry-instrumentation-marqo/pyproject.toml +++ b/packages/opentelemetry-instrumentation-marqo/pyproject.toml @@ -1,55 +1,73 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/marqo"] - -[tool.coverage.report] -exclude_lines = ['if TYPE_CHECKING:'] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-marqo" version = "0.50.1" description = "OpenTelemetry Marqo instrumentation" authors = [ - "Gal Kleinman ", - "Nir Gazit ", - "Tomer Friedman ", + { name = "Gal Kleinman", email = "gal@traceloop.com" }, 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"more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] -type = ["pytest-mypy"] - -[extras] -instruments = [] - -[metadata] -lock-version = "2.1" -python-versions = ">=3.10,<4" -content-hash = "72ab15f46407b2f62113e204ee4d85c248e85b402e6ecd0a0fd91ebf1ff9dff4" diff --git a/packages/opentelemetry-instrumentation-mcp/project.json b/packages/opentelemetry-instrumentation-mcp/project.json index 1e9d09cad6..e32bdd8962 100644 --- a/packages/opentelemetry-instrumentation-mcp/project.json +++ b/packages/opentelemetry-instrumentation-mcp/project.json @@ -5,9 +5,9 @@ "sourceRoot": "packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-mcp" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-mcp/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-mcp" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-mcp/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-mcp/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-mcp" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-mcp/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-mcp" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-mcp" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-mcp/pyproject.toml b/packages/opentelemetry-instrumentation-mcp/pyproject.toml index 9d5d0b535f..26add635ac 100644 --- a/packages/opentelemetry-instrumentation-mcp/pyproject.toml +++ b/packages/opentelemetry-instrumentation-mcp/pyproject.toml @@ -1,63 +1,76 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/mcp"] - -[tool.coverage.report] -exclude_lines = 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"executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-milvus/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-milvus" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-milvus/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-milvus/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-milvus" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-milvus/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-milvus" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-milvus" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-milvus/pyproject.toml b/packages/opentelemetry-instrumentation-milvus/pyproject.toml index 8a6926c336..385428e45b 100644 --- a/packages/opentelemetry-instrumentation-milvus/pyproject.toml +++ b/packages/opentelemetry-instrumentation-milvus/pyproject.toml @@ -1,53 +1,71 @@ -[tool.coverage.run] -branch = true -source = 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"pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"] - -[extras] -instruments = [] - -[metadata] -lock-version = "2.1" -python-versions = ">=3.9,<4" -content-hash = "b34d89ab2cfc243200e8b6c3bde11cb6230bb1eb4cd5f9420dce227da6b88beb" diff --git a/packages/opentelemetry-instrumentation-mistralai/project.json b/packages/opentelemetry-instrumentation-mistralai/project.json index a0bea5ce08..62a38444ed 100644 --- a/packages/opentelemetry-instrumentation-mistralai/project.json +++ b/packages/opentelemetry-instrumentation-mistralai/project.json @@ -5,9 +5,9 @@ "sourceRoot": "packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-mistralai" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-mistralai/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-mistralai" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-mistralai/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-mistralai/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-mistralai" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-mistralai/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-mistralai" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-mistralai" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-mistralai/pyproject.toml b/packages/opentelemetry-instrumentation-mistralai/pyproject.toml index f68002e172..ce4e3f4d25 100644 --- a/packages/opentelemetry-instrumentation-mistralai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-mistralai/pyproject.toml @@ -1,51 +1,72 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/mistralai"] - -[tool.coverage.report] -exclude_lines = ['if TYPE_CHECKING:'] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-mistralai" version = "0.50.1" description = "OpenTelemetry Mistral AI instrumentation" -authors = ["Gal Kleinman ", "Nir Gazit "] -repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-mistralai" +authors = [ + { name = "Gal Kleinman", email = "gal@traceloop.com" }, + { name = "Nir Gazit", email = "nir@traceloop.com" }, +] license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.9,<4" +dependencies = [ + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-semantic-conventions>=0.59b0", +] -[[tool.poetry.packages]] -include = "opentelemetry/instrumentation/mistralai" - -[tool.poetry.dependencies] -python = ">=3.9,<4" -opentelemetry-api = "^1.38.0" -opentelemetry-instrumentation = ">=0.59b0" -opentelemetry-semantic-conventions = ">=0.59b0" -opentelemetry-semantic-conventions-ai = "^0.4.13" - -[tool.poetry.group.dev.dependencies] -autopep8 = "^2.2.0" -flake8 = "7.0.0" -pytest = "^8.2.2" -pytest-sugar = "1.0.0" - -[tool.poetry.group.test.dependencies] -mistralai = "^1.0.0" -pytest = "^8.2.2" -pytest-sugar = "1.0.0" -vcrpy = "^6.0.1" -pytest-recording = "^0.13.1" -pytest-asyncio = "^0.23.7" -opentelemetry-sdk = "^1.38.0" - -[build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" +[project.urls] +Repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-mistralai" -[tool.poetry.extras] +[project.optional-dependencies] instruments = ["mistralai"] -[tool.poetry.plugins."opentelemetry_instrumentor"] +[project.entry-points."opentelemetry_instrumentor"] mistralai = "opentelemetry.instrumentation.mistralai:MistralAiInstrumentor" + +[dependency-groups] +dev = [ + "autopep8>=2.2.0,<3", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "ruff>=0.4.0", +] +test = [ + "mistralai>=1.0.0,<2", + "opentelemetry-sdk>=1.38.0,<2", + "pytest-asyncio>=0.23.7,<0.24.0", + "pytest-recording>=0.13.1,<0.14.0", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "vcrpy>=6.0.1,<7", +] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.build.targets.wheel] +packages = ["opentelemetry"] + +[tool.coverage.run] +branch = true +source = ["opentelemetry/instrumentation/mistralai"] + +[tool.coverage.report] +exclude_lines = ["if TYPE_CHECKING:"] +show_missing = true + +[tool.ruff] +line-length = 120 +exclude = [ + ".git", + "__pycache__", + "build", + "dist", + ".venv", + ".pytest_cache", +] + +[tool.ruff.lint] +select = ["E", "F", "W"] diff --git a/packages/opentelemetry-instrumentation-mistralai/tests/test_chat.py b/packages/opentelemetry-instrumentation-mistralai/tests/test_chat.py index 90ba549b77..f742c60f5e 100644 --- a/packages/opentelemetry-instrumentation-mistralai/tests/test_chat.py +++ b/packages/opentelemetry-instrumentation-mistralai/tests/test_chat.py @@ -1,6 +1,6 @@ import pytest from mistralai.models import UserMessage -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -639,7 +639,7 @@ async def test_mistralai_async_streaming_chat_with_events_with_no_content( assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) == "mistral_ai" diff --git a/packages/opentelemetry-instrumentation-mistralai/tests/test_embeddings.py b/packages/opentelemetry-instrumentation-mistralai/tests/test_embeddings.py index d030bf3ecc..fa88fccf13 100644 --- a/packages/opentelemetry-instrumentation-mistralai/tests/test_embeddings.py +++ b/packages/opentelemetry-instrumentation-mistralai/tests/test_embeddings.py @@ -1,5 +1,5 @@ import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -279,7 +279,7 @@ async def test_mistral_async_embeddings_with_events_with_no_content( assert_message_in_logs(logs[3], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) == "mistral_ai" diff --git 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"22c44829873bf378a570e664fe17e268fa2fc9500c68406fdb0e9104bf522afa" diff --git a/packages/opentelemetry-instrumentation-ollama/project.json b/packages/opentelemetry-instrumentation-ollama/project.json index 5a7c200460..d8654fbee6 100644 --- a/packages/opentelemetry-instrumentation-ollama/project.json +++ b/packages/opentelemetry-instrumentation-ollama/project.json @@ -5,9 +5,9 @@ "sourceRoot": "packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-ollama" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-ollama/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-ollama" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-ollama/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-ollama/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-ollama" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-ollama/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-ollama" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-ollama" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-ollama/pyproject.toml b/packages/opentelemetry-instrumentation-ollama/pyproject.toml index c3f1595252..4a93d44924 100644 --- a/packages/opentelemetry-instrumentation-ollama/pyproject.toml +++ b/packages/opentelemetry-instrumentation-ollama/pyproject.toml @@ -1,51 +1,72 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/ollama"] - -[tool.coverage.report] -exclude_lines = ['if TYPE_CHECKING:'] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-ollama" version = "0.50.1" description = "OpenTelemetry Ollama instrumentation" -authors = ["Gal Kleinman ", "Nir Gazit "] -repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-ollama" +authors = [ + { name = "Gal Kleinman", email = "gal@traceloop.com" }, + { name = "Nir Gazit", email = "nir@traceloop.com" }, +] license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.9,<4" +dependencies = [ + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-semantic-conventions>=0.59b0", +] -[[tool.poetry.packages]] -include = "opentelemetry/instrumentation/ollama" - -[tool.poetry.dependencies] -python = ">=3.9,<4" -opentelemetry-api = "^1.38.0" -opentelemetry-instrumentation = ">=0.59b0" -opentelemetry-semantic-conventions = ">=0.59b0" -opentelemetry-semantic-conventions-ai = "^0.4.13" - -[tool.poetry.group.dev.dependencies] -autopep8 = "^2.2.0" -flake8 = "7.0.0" -pytest = "^8.2.2" -pytest-sugar = "1.0.0" - -[tool.poetry.group.test.dependencies] -pytest = "^8.2.2" -pytest-sugar = "1.0.0" -vcrpy = "^6.0.1" -pytest-recording = "^0.13.1" -pytest-asyncio = "^0.23.7" -opentelemetry-sdk = "^1.38.0" -ollama = "^0.4.7" - -[build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" +[project.urls] +Repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-ollama" -[tool.poetry.extras] +[project.optional-dependencies] instruments = ["ollama"] -[tool.poetry.plugins."opentelemetry_instrumentor"] +[project.entry-points."opentelemetry_instrumentor"] ollama = "opentelemetry.instrumentation.ollama:OllamaInstrumentor" + +[dependency-groups] +dev = [ + "autopep8>=2.2.0,<3", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "ruff>=0.4.0", +] +test = [ + "ollama>=0.4.7,<0.5.0", + "opentelemetry-sdk>=1.38.0,<2", + "pytest-asyncio>=0.23.7,<0.24.0", + "pytest-recording>=0.13.1,<0.14.0", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "vcrpy>=6.0.1,<7", +] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.build.targets.wheel] +packages = ["opentelemetry"] + +[tool.coverage.run] +branch = true +source = ["opentelemetry/instrumentation/ollama"] + +[tool.coverage.report] +exclude_lines = ["if TYPE_CHECKING:"] +show_missing = true + +[tool.ruff] +line-length = 120 +exclude = [ + ".git", + "__pycache__", + "build", + "dist", + ".venv", + ".pytest_cache", +] + +[tool.ruff.lint] +select = ["E", "F", "W"] diff --git a/packages/opentelemetry-instrumentation-ollama/tests/test_chat.py b/packages/opentelemetry-instrumentation-ollama/tests/test_chat.py index 8d517f96b7..a8110f8f1c 100644 --- a/packages/opentelemetry-instrumentation-ollama/tests/test_chat.py +++ b/packages/opentelemetry-instrumentation-ollama/tests/test_chat.py @@ -4,7 +4,7 @@ from opentelemetry.instrumentation.ollama.span_utils import ( set_model_response_attributes, ) -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -817,7 +817,7 @@ def test_token_histogram_recording(): ) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) == "ollama" diff --git a/packages/opentelemetry-instrumentation-ollama/tests/test_embeddings.py b/packages/opentelemetry-instrumentation-ollama/tests/test_embeddings.py index 684cf55ab1..4deba2e207 100644 --- a/packages/opentelemetry-instrumentation-ollama/tests/test_embeddings.py +++ b/packages/opentelemetry-instrumentation-ollama/tests/test_embeddings.py @@ -1,5 +1,5 @@ import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -106,7 +106,7 @@ def test_ollama_embeddings_with_events_with_no_content( assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) == "ollama" diff --git a/packages/opentelemetry-instrumentation-ollama/tests/test_generation.py b/packages/opentelemetry-instrumentation-ollama/tests/test_generation.py index 494387ddd1..153e61ce2d 100644 --- a/packages/opentelemetry-instrumentation-ollama/tests/test_generation.py +++ b/packages/opentelemetry-instrumentation-ollama/tests/test_generation.py @@ -1,5 +1,5 @@ import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import 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b/packages/opentelemetry-instrumentation-openai-agents/project.json index 7dedfbeba9..4e3c5103d7 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/project.json +++ b/packages/opentelemetry-instrumentation-openai-agents/project.json @@ -5,9 +5,9 @@ "sourceRoot": "packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-openai-agents" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-openai-agents/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-openai-agents" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-openai-agents/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-openai-agents/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-openai-agents" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-openai-agents/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-openai-agents" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-openai-agents" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml b/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml index 87cf258444..dde07c94d9 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml +++ b/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml @@ -1,53 +1,73 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/openai_agents"] - -[tool.coverage.report] -exclude_lines = ['if TYPE_CHECKING:'] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-openai-agents" version = "0.50.1" description = "OpenTelemetry OpenAI Agents instrumentation" -authors = ["Gal Kleinman ", "Nir Gazit "] -repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-openai-agents" +authors = [ + { name = "Gal Kleinman", email = "gal@traceloop.com" }, + { name = "Nir Gazit", email = "nir@traceloop.com" }, +] license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.9,<4" +dependencies = [ + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-semantic-conventions>=0.59b0", +] + +[project.urls] +Repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-openai-agents" +[project.optional-dependencies] +instruments = ["openai_agents"] + +[project.entry-points."opentelemetry_instrumentor"] +openai_agents = "opentelemetry.instrumentation.openai_agents:OpenAIAgentsInstrumentor" -[[tool.poetry.packages]] -include = 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"jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] -enabler = ["pytest-enabler (>=2.2)"] -test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] -type = ["pytest-mypy"] - -[extras] -instruments = [] - -[metadata] -lock-version = "2.1" -python-versions = ">=3.9,<4" -content-hash = "7769ee0949f610cc36f3cfb8e2d839a3bc0a56ab7e55c8a3bfd6fda96b126b86" diff --git a/packages/opentelemetry-instrumentation-openai/project.json b/packages/opentelemetry-instrumentation-openai/project.json index d11145266f..2d8d833421 100644 --- a/packages/opentelemetry-instrumentation-openai/project.json +++ b/packages/opentelemetry-instrumentation-openai/project.json @@ -5,9 +5,9 @@ "sourceRoot": "packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-openai" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-openai/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-openai" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-openai/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-openai/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-openai" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-openai/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-openai" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-openai" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-openai/pyproject.toml b/packages/opentelemetry-instrumentation-openai/pyproject.toml index c8be78268e..ee6fc29bcb 100644 --- a/packages/opentelemetry-instrumentation-openai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-openai/pyproject.toml @@ -1,54 +1,72 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/openai"] - -[tool.coverage.report] -exclude_lines = ["if TYPE_CHECKING:"] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-openai" version = "0.50.1" description = "OpenTelemetry OpenAI instrumentation" authors = [ - "Gal Kleinman ", - "Nir Gazit ", - "Tomer Friedman ", + { name = "Gal Kleinman", email = "gal@traceloop.com" }, + { name = "Nir Gazit", email = "nir@traceloop.com" }, + { name = "Tomer Friedman", email = "tomer@traceloop.com" }, ] -repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-openai" license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.9,<4" +dependencies = [ + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-semantic-conventions>=0.59b0", +] -[[tool.poetry.packages]] -include = "opentelemetry/instrumentation/openai" - -[tool.poetry.dependencies] -python = ">=3.9,<4" -opentelemetry-api = "^1.38.0" -opentelemetry-instrumentation = ">=0.59b0" -opentelemetry-semantic-conventions = ">=0.59b0" -opentelemetry-semantic-conventions-ai = "^0.4.13" - -[tool.poetry.group.dev.dependencies] -autopep8 = "^2.2.0" -flake8 = "7.0.0" - -[tool.poetry.group.test.dependencies] -pytest = "^8.2.2" -pytest-sugar = "1.0.0" -vcrpy = "^6.0.1" -pytest-recording = "^0.13.1" -openai = { extras = ["datalib"], version = "1.99.7" } -opentelemetry-sdk = "^1.38.0" -pytest-asyncio = "^0.23.7" -requests = "^2.31.0" - -[build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" +[project.urls] +Repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-openai" -[tool.poetry.extras] +[project.optional-dependencies] instruments = ["openai"] -[tool.poetry.plugins."opentelemetry_instrumentor"] +[project.entry-points."opentelemetry_instrumentor"] openai = "opentelemetry.instrumentation.openai:OpenAIInstrumentor" + +[dependency-groups] +dev = [ + "autopep8>=2.2.0,<3", + "ruff>=0.4.0", +] +test = [ + "openai[datalib]==1.99.7", + "opentelemetry-sdk>=1.38.0,<2", + "pytest-asyncio>=0.23.7,<0.24.0", + "pytest-recording>=0.13.1,<0.14.0", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "requests>=2.31.0,<3", + "vcrpy>=6.0.1,<7", +] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.build.targets.wheel] +packages = ["opentelemetry"] + +[tool.coverage.run] +branch = true +source = ["opentelemetry/instrumentation/openai"] + +[tool.coverage.report] +exclude_lines = ["if TYPE_CHECKING:"] +show_missing = true + +[tool.ruff] +line-length = 120 +exclude = [ + ".git", + "__pycache__", + "build", + "dist", + ".venv", + ".pytest_cache", +] + +[tool.ruff.lint] +select = ["E", "F", "W"] diff --git a/packages/opentelemetry-instrumentation-openai/tests/traces/test_assistant.py b/packages/opentelemetry-instrumentation-openai/tests/traces/test_assistant.py index 3194d8d28e..f767ffbd6f 100644 --- a/packages/opentelemetry-instrumentation-openai/tests/traces/test_assistant.py +++ b/packages/opentelemetry-instrumentation-openai/tests/traces/test_assistant.py @@ -1,6 +1,6 @@ import pytest from openai import AssistantEventHandler -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -1215,7 +1215,7 @@ def on_text_delta(self, delta, snapshot): assert_message_in_logs(logs[2], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert ( log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) diff --git a/packages/opentelemetry-instrumentation-openai/tests/traces/test_azure.py b/packages/opentelemetry-instrumentation-openai/tests/traces/test_azure.py index ebb1d6fcce..48f2d83e5d 100644 --- a/packages/opentelemetry-instrumentation-openai/tests/traces/test_azure.py +++ b/packages/opentelemetry-instrumentation-openai/tests/traces/test_azure.py @@ -2,7 +2,7 @@ import pytest from opentelemetry.instrumentation.openai.utils import is_reasoning_supported -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -785,7 +785,7 @@ def test_chat_reasoning(instrument_legacy, span_exporter, assert span.attributes["gen_ai.usage.reasoning_tokens"] > 0 -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert ( log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) diff --git a/packages/opentelemetry-instrumentation-openai/tests/traces/test_chat.py b/packages/opentelemetry-instrumentation-openai/tests/traces/test_chat.py index 2d14b46db6..8f21b2119a 100644 --- a/packages/opentelemetry-instrumentation-openai/tests/traces/test_chat.py +++ b/packages/opentelemetry-instrumentation-openai/tests/traces/test_chat.py @@ -6,7 +6,7 @@ from openai.types.chat.chat_completion_message_tool_call import ( ChatCompletionMessageFunctionToolCall, ) -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -1321,7 +1321,7 @@ async def test_chat_async_context_propagation_with_events_with_no_content( assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): # In OpenTelemetry 1.37.0+, event_name is a field on LogRecord, not in attributes assert log.log_record.event_name == event_name assert ( diff --git a/packages/opentelemetry-instrumentation-openai/tests/traces/test_chat_parse.py b/packages/opentelemetry-instrumentation-openai/tests/traces/test_chat_parse.py index 84888e398e..4a908d10ea 100644 --- a/packages/opentelemetry-instrumentation-openai/tests/traces/test_chat_parse.py +++ b/packages/opentelemetry-instrumentation-openai/tests/traces/test_chat_parse.py @@ -1,7 +1,7 @@ import json import pytest from pydantic import BaseModel -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -514,7 +514,7 @@ async def test_async_parsed_refused_completion_with_events_with_no_content( assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert ( log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) diff --git a/packages/opentelemetry-instrumentation-openai/tests/traces/test_completions.py b/packages/opentelemetry-instrumentation-openai/tests/traces/test_completions.py index 382748e570..fd67cbf2bb 100644 --- a/packages/opentelemetry-instrumentation-openai/tests/traces/test_completions.py +++ b/packages/opentelemetry-instrumentation-openai/tests/traces/test_completions.py @@ -2,7 +2,7 @@ import httpx import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -945,7 +945,7 @@ async def test_async_completion_exception(instrument_legacy, span_exporter, asyn assert open_ai_span.attributes.get("error.type") == "AuthenticationError" -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert ( log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) diff --git a/packages/opentelemetry-instrumentation-openai/tests/traces/test_embeddings.py b/packages/opentelemetry-instrumentation-openai/tests/traces/test_embeddings.py index 2ebbec15f4..a56510ad48 100644 --- a/packages/opentelemetry-instrumentation-openai/tests/traces/test_embeddings.py +++ b/packages/opentelemetry-instrumentation-openai/tests/traces/test_embeddings.py @@ -3,7 +3,7 @@ import httpx import openai import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -645,7 +645,7 @@ async def test_async_embeddings_exception(instrument_legacy, span_exporter, asyn assert event.attributes["exception.message"].startswith("Error code: 401") -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert ( log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) diff --git a/packages/opentelemetry-instrumentation-openai/tests/traces/test_functions.py b/packages/opentelemetry-instrumentation-openai/tests/traces/test_functions.py index d74e471eec..d088630be8 100644 --- a/packages/opentelemetry-instrumentation-openai/tests/traces/test_functions.py +++ b/packages/opentelemetry-instrumentation-openai/tests/traces/test_functions.py @@ -1,5 +1,5 @@ import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -936,7 +936,7 @@ async def test_open_ai_function_calls_tools_streaming_parallel_with_events_with_ assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert ( log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) diff --git a/packages/opentelemetry-instrumentation-openai/tests/traces/test_prompt_caching.py b/packages/opentelemetry-instrumentation-openai/tests/traces/test_prompt_caching.py index 85b681f30e..e7c8cc34af 100644 --- a/packages/opentelemetry-instrumentation-openai/tests/traces/test_prompt_caching.py +++ b/packages/opentelemetry-instrumentation-openai/tests/traces/test_prompt_caching.py @@ -2,7 +2,7 @@ import pytest from openai import AsyncOpenAI, OpenAI -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -497,7 +497,7 @@ async def test_openai_prompt_caching_async_with_events_with_no_content( assert_message_in_logs(logs[5], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert ( log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) diff --git a/packages/opentelemetry-instrumentation-openai/tests/traces/test_span_context_propagation.py b/packages/opentelemetry-instrumentation-openai/tests/traces/test_span_context_propagation.py index c60579461d..dec1cd1bb8 100644 --- a/packages/opentelemetry-instrumentation-openai/tests/traces/test_span_context_propagation.py +++ b/packages/opentelemetry-instrumentation-openai/tests/traces/test_span_context_propagation.py @@ -1,13 +1,13 @@ """Test span context propagation to events.""" import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) -def assert_event_has_span_context(log: LogData, expected_trace_id: int, expected_span_id: int): +def assert_event_has_span_context(log: ReadableLogRecord, expected_trace_id: int, expected_span_id: int): """Assert that an event log has the expected trace and span context.""" log_record = log.log_record diff --git a/packages/opentelemetry-instrumentation-openai/tests/traces/test_vision.py b/packages/opentelemetry-instrumentation-openai/tests/traces/test_vision.py index 4092166bfb..b1aa7c642b 100644 --- a/packages/opentelemetry-instrumentation-openai/tests/traces/test_vision.py +++ b/packages/opentelemetry-instrumentation-openai/tests/traces/test_vision.py @@ -3,7 +3,7 @@ import pytest import requests -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -390,7 +390,7 @@ def test_vision_base64_with_events_with_no_content( assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert ( log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) diff --git a/packages/opentelemetry-instrumentation-openai/uv.lock b/packages/opentelemetry-instrumentation-openai/uv.lock new file 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"6d00d1ca499fc7f29120f8c5d01990414eb79d44863af4ea64e09a7475b8751e" diff --git a/packages/opentelemetry-instrumentation-pinecone/project.json b/packages/opentelemetry-instrumentation-pinecone/project.json index 37c8c92b93..4a77af5559 100644 --- a/packages/opentelemetry-instrumentation-pinecone/project.json +++ b/packages/opentelemetry-instrumentation-pinecone/project.json @@ -5,9 +5,9 @@ "sourceRoot": "packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-pinecone" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-pinecone/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-pinecone" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-pinecone/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-pinecone/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-pinecone" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-pinecone/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-pinecone" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-pinecone" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-pinecone/pyproject.toml b/packages/opentelemetry-instrumentation-pinecone/pyproject.toml index dc0827cb37..83ae51d310 100644 --- a/packages/opentelemetry-instrumentation-pinecone/pyproject.toml +++ b/packages/opentelemetry-instrumentation-pinecone/pyproject.toml @@ -1,56 +1,73 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/pinecone"] - -[tool.coverage.report] -exclude_lines = ["if TYPE_CHECKING:"] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-pinecone" version = "0.50.1" description = "OpenTelemetry Pinecone instrumentation" authors = [ - "Gal Kleinman ", - "Nir Gazit ", - "Tomer Friedman ", + { name = "Gal Kleinman", email = "gal@traceloop.com" }, + { name = "Nir Gazit", email = "nir@traceloop.com" }, + { name = "Tomer Friedman", email = "tomer@traceloop.com" }, ] -repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-pinecone" license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.9,<4" +dependencies = [ + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-semantic-conventions>=0.59b0", +] -[[tool.poetry.packages]] -include = "opentelemetry/instrumentation/pinecone" - -[tool.poetry.dependencies] -python = ">=3.9,<4" -opentelemetry-api = "^1.38.0" -opentelemetry-instrumentation = ">=0.59b0" -opentelemetry-semantic-conventions = ">=0.59b0" -opentelemetry-semantic-conventions-ai = "^0.4.13" - 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b/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/__init__.py index 2812218456..b4e146f31e 100644 --- a/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/__init__.py +++ b/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/__init__.py @@ -51,7 +51,8 @@ def _instrument(self, **kwargs): for wrapped_method in WRAPPED_METHODS: wrap_object = wrapped_method.get("object") wrap_method = wrapped_method.get("method") - if getattr(qdrant_client, wrap_object, None): + obj = getattr(qdrant_client, wrap_object, None) + if obj and hasattr(obj, wrap_method): wrap_function_wrapper( MODULE, f"{wrap_object}.{wrap_method}", @@ -61,4 +62,7 @@ def _instrument(self, **kwargs): def _uninstrument(self, **kwargs): for wrapped_method in WRAPPED_METHODS: wrap_object = wrapped_method.get("object") - unwrap(f"{MODULE}.{wrap_object}", wrapped_method.get("method")) + wrap_method = wrapped_method.get("method") + obj = 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"importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"] - -[extras] -instruments = [] - -[metadata] -lock-version = "2.1" -python-versions = ">=3.9,<4" -content-hash = "5fee8afc15eed96bfd3fae1b01d783ef6c0d953c127398d5053a803958ab2b96" diff --git a/packages/opentelemetry-instrumentation-qdrant/project.json b/packages/opentelemetry-instrumentation-qdrant/project.json index 4f07b4924e..b7f3e5d7f5 100644 --- a/packages/opentelemetry-instrumentation-qdrant/project.json +++ b/packages/opentelemetry-instrumentation-qdrant/project.json @@ -5,9 +5,9 @@ "sourceRoot": "packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-qdrant" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-qdrant/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-qdrant" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-qdrant/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-qdrant/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-qdrant" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-qdrant/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-qdrant" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-qdrant" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-qdrant/pyproject.toml b/packages/opentelemetry-instrumentation-qdrant/pyproject.toml index 0f3cff396d..ec441b921b 100644 --- a/packages/opentelemetry-instrumentation-qdrant/pyproject.toml +++ b/packages/opentelemetry-instrumentation-qdrant/pyproject.toml @@ -1,50 +1,68 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/qdrant"] - -[tool.coverage.report] -exclude_lines = ["if TYPE_CHECKING:"] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-qdrant" version = "0.50.1" description = "OpenTelemetry Qdrant instrumentation" authors = [ - "Gal Kleinman ", - "Nir Gazit ", - "Tomer Friedman ", + { name = "Gal Kleinman", email = "gal@traceloop.com" }, + { name = "Nir Gazit", email = "nir@traceloop.com" }, + { name = "Tomer Friedman", email = "tomer@traceloop.com" }, ] -repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-qdrant" license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.9,<4" +dependencies = [ + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + 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a/packages/opentelemetry-instrumentation-replicate/project.json b/packages/opentelemetry-instrumentation-replicate/project.json index b049b6a953..d249ea0214 100644 --- a/packages/opentelemetry-instrumentation-replicate/project.json +++ b/packages/opentelemetry-instrumentation-replicate/project.json @@ -5,9 +5,9 @@ "sourceRoot": "packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-replicate" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-replicate/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-replicate" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-replicate/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-replicate/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-replicate" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-replicate/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-replicate" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-replicate" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-replicate/pyproject.toml b/packages/opentelemetry-instrumentation-replicate/pyproject.toml index bb6419dbfb..0ec1d3af14 100644 --- a/packages/opentelemetry-instrumentation-replicate/pyproject.toml +++ b/packages/opentelemetry-instrumentation-replicate/pyproject.toml @@ -1,50 +1,70 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/replicate"] - -[tool.coverage.report] -exclude_lines = ['if TYPE_CHECKING:'] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-replicate" version = "0.50.1" description = "OpenTelemetry Replicate instrumentation" -authors = ["Kartik Prajapati "] -repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-replicate" -license = 'Apache-2.0' -readme = 'README.md' - -[[tool.poetry.packages]] -include = "opentelemetry/instrumentation/replicate" - -[tool.poetry.dependencies] -python = ">=3.9,<4" -opentelemetry-api = "^1.38.0" -opentelemetry-instrumentation = ">=0.59b0" -opentelemetry-semantic-conventions = ">=0.59b0" -opentelemetry-semantic-conventions-ai = "^0.4.13" - -[tool.poetry.group.dev.dependencies] -autopep8 = "^2.2.0" -flake8 = "7.0.0" -pytest = "^8.2.2" -pytest-sugar = "1.0.0" - -[tool.poetry.group.test.dependencies] -pytest = "^8.2.2" -pytest-sugar = "1.0.0" -vcrpy = "^6.0.1" -pytest-recording = "^0.13.1" -opentelemetry-sdk = "^1.38.0" -replicate = ">=0.23.1,<0.27.0" +authors = [ + { name = "Kartik Prajapati", email = "kartik@ktklab.org" }, +] +license = "Apache-2.0" +readme = "README.md" +requires-python = ">=3.9,<4" +dependencies = [ + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-semantic-conventions>=0.59b0", +] -[build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" +[project.urls] +Repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-replicate" -[tool.poetry.extras] +[project.optional-dependencies] instruments = ["replicate"] -[tool.poetry.plugins."opentelemetry_instrumentor"] +[project.entry-points."opentelemetry_instrumentor"] replicate = "opentelemetry.instrumentation.replicate:ReplicateInstrumentor" + +[dependency-groups] +dev = [ + "autopep8>=2.2.0,<3", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "ruff>=0.4.0", +] +test = [ + "opentelemetry-sdk>=1.38.0,<2", + "pytest-recording>=0.13.1,<0.14.0", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "replicate>=0.23.1,<0.27.0", + "vcrpy>=6.0.1,<7", +] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.build.targets.wheel] +packages = ["opentelemetry"] + +[tool.coverage.run] +branch = true +source = ["opentelemetry/instrumentation/replicate"] + +[tool.coverage.report] +exclude_lines = ["if TYPE_CHECKING:"] +show_missing = true + +[tool.ruff] +line-length = 120 +exclude = [ + ".git", + "__pycache__", + "build", + "dist", + ".venv", + ".pytest_cache", +] + +[tool.ruff.lint] +select = ["E", "F", "W"] diff --git a/packages/opentelemetry-instrumentation-replicate/tests/test_image_generation.py b/packages/opentelemetry-instrumentation-replicate/tests/test_image_generation.py index af7079dc84..225b1a438f 100644 --- a/packages/opentelemetry-instrumentation-replicate/tests/test_image_generation.py +++ b/packages/opentelemetry-instrumentation-replicate/tests/test_image_generation.py @@ -1,5 +1,5 @@ import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -169,7 +169,7 @@ def test_replicate_image_generation_predictions_with_events_with_no_content( assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) == "replicate" diff --git a/packages/opentelemetry-instrumentation-replicate/tests/test_llama.py b/packages/opentelemetry-instrumentation-replicate/tests/test_llama.py index f6aebf1920..5f5dba6db2 100644 --- a/packages/opentelemetry-instrumentation-replicate/tests/test_llama.py +++ b/packages/opentelemetry-instrumentation-replicate/tests/test_llama.py @@ -1,7 +1,7 @@ import sys import pytest -from opentelemetry.sdk._logs import LogData +from 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--git a/packages/opentelemetry-instrumentation-sagemaker/project.json b/packages/opentelemetry-instrumentation-sagemaker/project.json index 0359397e57..cde0828528 100644 --- a/packages/opentelemetry-instrumentation-sagemaker/project.json +++ b/packages/opentelemetry-instrumentation-sagemaker/project.json @@ -5,9 +5,9 @@ "sourceRoot": "packages/opentelemetry-instrumentation-sagemaker/opentelemetry_instrumentation_sagemaker", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-sagemaker" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-sagemaker/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-sagemaker" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-sagemaker/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-sagemaker/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-sagemaker" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-sagemaker/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-sagemaker" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-sagemaker" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml b/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml index b6c6eaada2..8213582f2e 100644 --- a/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml +++ b/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml @@ -1,42 +1,68 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/sagemaker"] - -[tool.coverage.report] -exclude_lines = ['if TYPE_CHECKING:'] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-sagemaker" version = "0.50.1" description = "OpenTelemetry SageMaker instrumentation" -authors = ["Bobby Lindsey "] -repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-sagemaker" +authors = [ + { name = "Bobby Lindsey", email = "bwlind@amazon.com" }, +] license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.9,<4" +dependencies = [ + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-semantic-conventions>=0.59b0", +] -[[tool.poetry.packages]] -include = "opentelemetry/instrumentation/sagemaker" +[project.urls] +Repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-sagemaker" -[tool.poetry.dependencies] -python = ">=3.9,<4" -opentelemetry-api = "^1.38.0" -opentelemetry-instrumentation = ">=0.59b0" -opentelemetry-semantic-conventions = ">=0.59b0" -opentelemetry-semantic-conventions-ai = "^0.4.13" +[project.optional-dependencies] +instruments = ["boto3"] 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TYPE_CHECKING:"] +show_missing = true + +[tool.ruff] +line-length = 120 +exclude = [ + ".git", + "__pycache__", + "build", + "dist", + ".venv", + ".pytest_cache", +] + +[tool.ruff.lint] +select = ["E", "F", "W"] diff --git a/packages/opentelemetry-instrumentation-sagemaker/tests/test_invocation.py b/packages/opentelemetry-instrumentation-sagemaker/tests/test_invocation.py index 3f1b33a965..0ead168599 100644 --- a/packages/opentelemetry-instrumentation-sagemaker/tests/test_invocation.py +++ b/packages/opentelemetry-instrumentation-sagemaker/tests/test_invocation.py @@ -1,7 +1,7 @@ import json import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -151,7 +151,7 @@ def test_sagemaker_completion_string_content_with_events_with_no_content( assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) -def 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diff --git a/packages/opentelemetry-instrumentation-together/project.json b/packages/opentelemetry-instrumentation-together/project.json index a864b496ee..e8c383effc 100644 --- a/packages/opentelemetry-instrumentation-together/project.json +++ b/packages/opentelemetry-instrumentation-together/project.json @@ -5,9 +5,9 @@ "sourceRoot": "packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-together" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-together/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-together" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-together/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-together/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-together" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-together/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-together" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-together" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-together/pyproject.toml b/packages/opentelemetry-instrumentation-together/pyproject.toml index 80925b0750..15799b088d 100644 --- a/packages/opentelemetry-instrumentation-together/pyproject.toml +++ b/packages/opentelemetry-instrumentation-together/pyproject.toml @@ -1,55 +1,73 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/together"] - -[tool.coverage.report] -exclude_lines = ['if TYPE_CHECKING:'] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-together" version = "0.50.1" description = "OpenTelemetry Together AI instrumentation" authors = [ - "Gal Kleinman ", - "Nir Gazit ", - "Benedikt Wolf ", + { name = "Gal Kleinman", email = "gal@traceloop.com" }, + { name = "Nir Gazit", email = "nir@traceloop.com" }, + { name = "Benedikt Wolf", email = "bene25@web.de" }, ] -repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-together" license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.9,<4" +dependencies = [ + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-semantic-conventions>=0.59b0", +] -[[tool.poetry.packages]] -include = "opentelemetry/instrumentation/together" - -[tool.poetry.dependencies] -python = ">=3.9,<4" -opentelemetry-api = "^1.38.0" -opentelemetry-instrumentation = ">=0.59b0" -opentelemetry-semantic-conventions = ">=0.59b0" -opentelemetry-semantic-conventions-ai = "^0.4.13" - -[tool.poetry.group.dev.dependencies] -autopep8 = "^2.2.0" -flake8 = "7.0.0" -pytest = "^8.2.2" -pytest-sugar = "1.0.0" - -[tool.poetry.group.test.dependencies] -together = "^1.2.0" -pytest = "^8.2.2" -pytest-sugar = "1.0.0" -vcrpy = "^6.0.1" -pytest-recording = "^0.13.1" -pytest-asyncio = "^0.23.7" -opentelemetry-sdk = "^1.38.0" - -[build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" +[project.urls] +Repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-together" -[tool.poetry.extras] +[project.optional-dependencies] instruments = ["together"] -[tool.poetry.plugins."opentelemetry_instrumentor"] +[project.entry-points."opentelemetry_instrumentor"] together = "opentelemetry.instrumentation.together:TogetherAiInstrumentor" + +[dependency-groups] +dev = [ + "autopep8>=2.2.0,<3", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "ruff>=0.4.0", +] +test = [ + "opentelemetry-sdk>=1.38.0,<2", + "pytest-asyncio>=0.23.7,<0.24.0", + "pytest-recording>=0.13.1,<0.14.0", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "together>=1.2.0,<2", + "vcrpy>=6.0.1,<7", +] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.build.targets.wheel] +packages = ["opentelemetry"] + +[tool.coverage.run] +branch = true +source = ["opentelemetry/instrumentation/together"] + +[tool.coverage.report] +exclude_lines = ["if TYPE_CHECKING:"] +show_missing = true + +[tool.ruff] +line-length = 120 +exclude = [ + ".git", + "__pycache__", + "build", + "dist", + ".venv", + ".pytest_cache", +] + +[tool.ruff.lint] +select = ["E", "F", "W"] diff --git a/packages/opentelemetry-instrumentation-together/tests/test_chat.py b/packages/opentelemetry-instrumentation-together/tests/test_chat.py index 09d0b5a0b8..8aa335f64e 100644 --- a/packages/opentelemetry-instrumentation-together/tests/test_chat.py +++ b/packages/opentelemetry-instrumentation-together/tests/test_chat.py @@ -1,5 +1,5 @@ import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -133,7 +133,7 @@ def test_together_chat_with_events_with_no_content( assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) == "together" diff --git a/packages/opentelemetry-instrumentation-together/tests/test_completion.py b/packages/opentelemetry-instrumentation-together/tests/test_completion.py index 1709dc72f0..9fe69fa9d4 100644 --- a/packages/opentelemetry-instrumentation-together/tests/test_completion.py +++ b/packages/opentelemetry-instrumentation-together/tests/test_completion.py @@ -1,5 +1,5 @@ import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -133,7 +133,7 @@ def test_together_completion_with_events_with_no_content( assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) == "together" diff --git a/packages/opentelemetry-instrumentation-together/uv.lock b/packages/opentelemetry-instrumentation-together/uv.lock new file mode 100644 index 0000000000..1a7897513c --- /dev/null +++ b/packages/opentelemetry-instrumentation-together/uv.lock @@ -0,0 +1,2394 @@ +version = 1 +revision = 1 +requires-python = ">=3.9, <4" +resolution-markers = [ + 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+ "sourceRoot": "packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-transformers" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-transformers/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-transformers" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-transformers/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-transformers/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-transformers" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-transformers/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-transformers" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-transformers" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-transformers/pyproject.toml b/packages/opentelemetry-instrumentation-transformers/pyproject.toml index c639db7919..b01d7252ca 100644 --- a/packages/opentelemetry-instrumentation-transformers/pyproject.toml +++ b/packages/opentelemetry-instrumentation-transformers/pyproject.toml @@ -1,42 +1,66 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/transformers"] - -[tool.coverage.report] -exclude_lines = ['if TYPE_CHECKING:'] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-transformers" version = "0.50.1" description = "OpenTelemetry transformers instrumentation" authors = [ - "Gal Kleinman ", - "Nir Gazit ", - "Tomer Friedman ", + { name = "Gal Kleinman", email = "gal@traceloop.com" }, + { name = "Nir Gazit", email = "nir@traceloop.com" }, + { name = "Tomer Friedman", email = "tomer@traceloop.com" }, ] -repository = 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"1.0.0" -transformers = "^4.51.3" -opentelemetry-sdk = "^1.34.1" +[project.entry-points."opentelemetry_instrumentor"] +transformers = "opentelemetry.instrumentation.transformers:TransformersInstrumentor" + +[dependency-groups] +dev = [ + "autopep8>=2.2.0,<3", + "opentelemetry-sdk>=1.34.1,<2", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "ruff>=0.4.0", + "transformers>=4.51.3,<5", +] [build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.build.targets.wheel] +packages = ["opentelemetry"] + +[tool.coverage.run] +branch = true +source = ["opentelemetry/instrumentation/transformers"] + +[tool.coverage.report] +exclude_lines = ["if TYPE_CHECKING:"] +show_missing = true + +[tool.ruff] +line-length = 120 +exclude = [ + ".git", + "__pycache__", + "build", + "dist", + ".venv", + ".pytest_cache", +] + +[tool.ruff.lint] +select = ["E", "F", "W"] diff --git a/packages/opentelemetry-instrumentation-transformers/tests/test_pipeline.py b/packages/opentelemetry-instrumentation-transformers/tests/test_pipeline.py index a74412b262..059075b93b 100644 --- a/packages/opentelemetry-instrumentation-transformers/tests/test_pipeline.py +++ b/packages/opentelemetry-instrumentation-transformers/tests/test_pipeline.py @@ -1,6 +1,6 @@ import pytest import importlib.util -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -92,7 +92,7 @@ def test_tranformers_pipeline_with_events_with_no_content( assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert ( 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"pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"] - -[extras] -instruments = [] - -[metadata] -lock-version = "2.1" -python-versions = ">=3.9,<4" -content-hash = "c66abf031c70280dbd6a7371801f44561b868ba9956dc3625d9a38bd6d100b91" diff --git a/packages/opentelemetry-instrumentation-vertexai/project.json b/packages/opentelemetry-instrumentation-vertexai/project.json index c601365d14..c95031b85e 100644 --- a/packages/opentelemetry-instrumentation-vertexai/project.json +++ b/packages/opentelemetry-instrumentation-vertexai/project.json @@ -5,9 +5,9 @@ "sourceRoot": "packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-vertexai" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-vertexai/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-vertexai" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-vertexai/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-vertexai/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-vertexai" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-vertexai/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-vertexai" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-vertexai" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-vertexai/pyproject.toml b/packages/opentelemetry-instrumentation-vertexai/pyproject.toml index 8561e21007..ff8a67d9eb 100644 --- a/packages/opentelemetry-instrumentation-vertexai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-vertexai/pyproject.toml @@ -1,55 +1,77 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/vertexai"] - -[tool.coverage.report] -exclude_lines = ['if TYPE_CHECKING:'] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-vertexai" version = "0.50.1" description = "OpenTelemetry Vertex AI instrumentation" authors = [ - "Gal Kleinman ", - "Nir Gazit ", - "Tomer Friedman ", - "Swaroop ", + { name = "Gal Kleinman", email = "gal@traceloop.com" }, + { name = "Nir Gazit", email = "nir@traceloop.com" }, + { name = "Tomer Friedman", email = "tomer@traceloop.com" }, + { name = "Swaroop", email = "maddisaiswaroop@gmail.com" }, ] -repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-vertexai" license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.9,<4" +dependencies = [ + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-semantic-conventions>=0.59b0", +] 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+[project.entry-points."opentelemetry_instrumentor"] google_cloud_aiplatform = "opentelemetry.instrumentation.vertexai:VertexAIInstrumentor" + +[dependency-groups] +dev = [ + "autopep8>=2.2.0,<3", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "ruff>=0.4.0", +] +test = [ + "google-cloud-aiplatform>=1.54.0,<2", + "opentelemetry-sdk>=1.38.0,<2", + "pytest-asyncio>=0.23.0,<0.24.0", + "pytest-recording>=0.13.1,<0.14.0", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "vcrpy>=6.0.1,<7", +] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.build.targets.wheel] +packages = ["opentelemetry"] + +[tool.coverage.run] +branch = true +source = ["opentelemetry/instrumentation/vertexai"] + +[tool.coverage.report] +exclude_lines = ["if TYPE_CHECKING:"] +show_missing = true + +[tool.pytest.ini_options] +asyncio_mode = "auto" + +[tool.ruff] +line-length = 120 +exclude = [ + ".git", + "__pycache__", + "build", + "dist", + ".venv", + ".pytest_cache", +] + +[tool.ruff.lint] +select = ["E", "F", "W"] diff --git a/packages/opentelemetry-instrumentation-vertexai/tests/disabled_test_bison.py b/packages/opentelemetry-instrumentation-vertexai/tests/disabled_test_bison.py index d8252939f5..0eb54adc05 100644 --- a/packages/opentelemetry-instrumentation-vertexai/tests/disabled_test_bison.py +++ b/packages/opentelemetry-instrumentation-vertexai/tests/disabled_test_bison.py @@ -2,7 +2,7 @@ import pytest import vertexai -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( event_attributes as EventAttributes, ) @@ -264,7 +264,7 @@ def test_vertexai_chat_stream(instrument_legacy, span_exporter, log_exporter): ] == "".join(response) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.attributes.get(EventAttributes.EVENT_NAME) == event_name assert ( log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) diff --git a/packages/opentelemetry-instrumentation-vertexai/tests/disabled_test_gemini.py b/packages/opentelemetry-instrumentation-vertexai/tests/disabled_test_gemini.py index 0ae04b595c..b081303dc8 100644 --- a/packages/opentelemetry-instrumentation-vertexai/tests/disabled_test_gemini.py +++ b/packages/opentelemetry-instrumentation-vertexai/tests/disabled_test_gemini.py @@ -1,5 +1,5 @@ import vertexai -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( event_attributes as EventAttributes, ) @@ -171,7 +171,7 @@ def test_vertexai_generate_content_with_events_with_no_content( assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def 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"pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"] - -[extras] -instruments = [] - -[metadata] -lock-version = "2.1" -python-versions = ">=3.9,<4" -content-hash = "a37e5e7a41ea48e9f73fae8f1f97d5fabe7f63eca11a1bd7974a8c80c6f4e9aa" diff --git a/packages/opentelemetry-instrumentation-watsonx/project.json b/packages/opentelemetry-instrumentation-watsonx/project.json index 834ffaa9a3..4e6e7b6a9e 100644 --- a/packages/opentelemetry-instrumentation-watsonx/project.json +++ b/packages/opentelemetry-instrumentation-watsonx/project.json @@ -5,9 +5,9 @@ "sourceRoot": "packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-watsonx" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-watsonx/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-watsonx" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-watsonx/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-watsonx/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-watsonx" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-watsonx/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-watsonx" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-watsonx" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-watsonx/pyproject.toml b/packages/opentelemetry-instrumentation-watsonx/pyproject.toml index e02a7603fa..1448f45f31 100644 --- a/packages/opentelemetry-instrumentation-watsonx/pyproject.toml +++ b/packages/opentelemetry-instrumentation-watsonx/pyproject.toml @@ -1,43 +1,63 @@ -[tool.poetry] +[project] name = "opentelemetry-instrumentation-watsonx" version = "0.50.1" description = "OpenTelemetry IBM Watsonx Instrumentation" -authors = ["Guangya Liu "] -repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-watsonx" +authors = [ + { name = "Guangya Liu", email = "gyliu@ibm.com" }, +] license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.9,<4" +dependencies = [ + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-semantic-conventions>=0.59b0", +] -[[tool.poetry.packages]] -include = "opentelemetry/instrumentation/watsonx" - -[tool.poetry.dependencies] -python = ">=3.9,<4" -opentelemetry-api = "^1.38.0" -opentelemetry-instrumentation = ">=0.59b0" -opentelemetry-semantic-conventions = ">=0.59b0" -opentelemetry-semantic-conventions-ai = "^0.4.13" - -[tool.poetry.group.dev.dependencies] -autopep8 = "^2.2.0" -flake8 = "7.0.0" -pytest = "^8.2.2" -pytest-sugar = "1.0.0" - -[tool.poetry.group.test.dependencies] -pytest = "^8.2.2" -pytest-sugar = "1.0.0" -vcrpy = "^6.0.1" -pytest-recording = "^0.13.1" -opentelemetry-sdk = "^1.38.0" -pytest-asyncio = "^0.23.7" -ibm-watson-machine-learning = "1.0.333" +[project.urls] +Repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-watsonx" -[build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" - -[tool.poetry.extras] +[project.optional-dependencies] instruments = ["ibm-watson-machine-learning"] -[tool.poetry.plugins."opentelemetry_instrumentor"] +[project.entry-points."opentelemetry_instrumentor"] ibm-watson-machine-learning = "opentelemetry.instrumentation.watsonx:WatsonxInstrumentor" + +[dependency-groups] +dev = [ + "autopep8>=2.2.0,<3", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "ruff>=0.4.0", +] +test = [ + "ibm-watson-machine-learning==1.0.333", + "opentelemetry-sdk>=1.38.0,<2", + "pytest-asyncio>=0.23.7,<0.24.0", + "pytest-recording>=0.13.1,<0.14.0", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "vcrpy>=6.0.1,<7", +] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.build.targets.wheel] +packages = ["opentelemetry"] + +[tool.ruff] +line-length = 120 +exclude = [ + ".git", + "__pycache__", + "build", + "dist", + ".venv", + ".pytest_cache", +] + +[tool.ruff.lint] +select = ["E", "F", "W"] diff --git a/packages/opentelemetry-instrumentation-watsonx/tests/traces/test_generate.py b/packages/opentelemetry-instrumentation-watsonx/tests/traces/test_generate.py index d246c62c7c..a03a6990f3 100644 --- a/packages/opentelemetry-instrumentation-watsonx/tests/traces/test_generate.py +++ b/packages/opentelemetry-instrumentation-watsonx/tests/traces/test_generate.py @@ -1,7 +1,7 @@ import sys import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -215,7 +215,7 @@ def test_generate_text_stream_with_events_with_no_content( assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert ( log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) diff --git a/packages/opentelemetry-instrumentation-watsonx/uv.lock b/packages/opentelemetry-instrumentation-watsonx/uv.lock new file mode 100644 index 0000000000..4e594844b3 --- /dev/null +++ b/packages/opentelemetry-instrumentation-watsonx/uv.lock @@ -0,0 +1,1604 @@ +version = 1 +revision = 1 +requires-python = ">=3.9, <4" +resolution-markers = [ + "python_full_version >= '3.11' and platform_python_implementation == 'PyPy'", + "python_full_version == '3.10.*' and platform_python_implementation == 'PyPy'", + 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b/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/__init__.py index e640c7e5da..601393fed1 100644 --- a/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/__init__.py +++ b/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/__init__.py @@ -228,8 +228,12 @@ def _instrument(self, **kwargs): wrap_module = wrapped_method.get("module") wrap_object = wrapped_method.get("object") wrap_method = wrapped_method.get("method") - module = importlib.import_module(wrap_module) - if getattr(module, wrap_object, None): + try: + module = importlib.import_module(wrap_module) + except ModuleNotFoundError: + continue + obj = getattr(module, wrap_object, None) + if obj and hasattr(obj, wrap_method): wrap_function_wrapper( wrap_module, f"{wrap_object}.{wrap_method}", @@ -240,7 +244,11 @@ def _uninstrument(self, **kwargs): for wrapped_method in WRAPPED_METHODS: wrap_module = 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"executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-weaviate/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-weaviate" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-weaviate/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-weaviate/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-weaviate" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-weaviate/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-weaviate" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-weaviate" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -72,8 +69,12 @@ ], "cwd": "packages/opentelemetry-instrumentation-weaviate" }, - "dependsOn": ["^build-release"] + "dependsOn": [ + "^build-release" + ] } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-weaviate/pyproject.toml b/packages/opentelemetry-instrumentation-weaviate/pyproject.toml index db920118d8..38e155f508 100644 --- a/packages/opentelemetry-instrumentation-weaviate/pyproject.toml +++ b/packages/opentelemetry-instrumentation-weaviate/pyproject.toml @@ -1,56 +1,73 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/weaviate"] - -[tool.coverage.report] -exclude_lines = ['if TYPE_CHECKING:'] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-weaviate" version = "0.50.1" description = "OpenTelemetry Weaviate instrumentation" authors = [ - "Gal Kleinman ", - "Nir Gazit ", - "Tomer Friedman ", + { name = "Gal Kleinman", email = "gal@traceloop.com" }, + { name = "Nir Gazit", email = "nir@traceloop.com" }, + { name = "Tomer Friedman", email = "tomer@traceloop.com" }, ] -repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-weaviate" license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.9,<4" +dependencies = [ + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-semantic-conventions>=0.59b0", +] -[[tool.poetry.packages]] -include = "opentelemetry/instrumentation/weaviate" - -[tool.poetry.dependencies] -python = ">=3.9,<4" -opentelemetry-api = "^1.38.0" -opentelemetry-instrumentation = ">=0.59b0" -opentelemetry-semantic-conventions = ">=0.59b0" -opentelemetry-semantic-conventions-ai = "^0.4.13" - -[tool.poetry.group.dev.dependencies] -autopep8 = "^2.2.0" -flake8 = "7.0.0" -pytest = "^8.2.2" -pytest-sugar = "1.0.0" - -[tool.poetry.group.test.dependencies] -openai = "^1.31.1" -pytest = "^8.2.2" -pytest-sugar = "1.0.0" -vcrpy = "^6.0.1" -pytest-recording = "^0.13.1" -opentelemetry-sdk = "^1.38.0" -opentelemetry-instrumentation-openai = { path = "../opentelemetry-instrumentation-openai", develop = true } -weaviate-client = ">=3.26,<5.0" - -[build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" +[project.urls] +Repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-weaviate" -[tool.poetry.extras] +[project.optional-dependencies] instruments = ["weaviate-client"] -[tool.poetry.plugins."opentelemetry_instrumentor"] +[project.entry-points."opentelemetry_instrumentor"] weaviate_client = "opentelemetry.instrumentation.weaviate:WeaviateInstrumentor" + +[dependency-groups] +dev = [ + "autopep8>=2.2.0,<3", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "ruff>=0.4.0", +] +test = [ + "openai>=1.31.1,<2", + "opentelemetry-instrumentation-openai", + "opentelemetry-sdk>=1.38.0,<2", + "pytest-recording>=0.13.1,<0.14.0", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "vcrpy>=6.0.1,<7", + "weaviate-client>=3.26,<4", +] +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.build.targets.wheel] +packages = ["opentelemetry"] + +[tool.coverage.run] +branch = true +source = ["opentelemetry/instrumentation/weaviate"] + +[tool.coverage.report] +exclude_lines = ["if TYPE_CHECKING:"] +show_missing = true + +[tool.ruff] +line-length = 120 +exclude = [ + ".git", + "__pycache__", + "build", + "dist", + ".venv", + ".pytest_cache", +] + +[tool.ruff.lint] +select = ["E", "F", "W"] diff --git a/packages/opentelemetry-instrumentation-weaviate/tests/conftest.py b/packages/opentelemetry-instrumentation-weaviate/tests/conftest.py index f69c5f3dd9..a6dbf3881e 100644 --- a/packages/opentelemetry-instrumentation-weaviate/tests/conftest.py +++ b/packages/opentelemetry-instrumentation-weaviate/tests/conftest.py @@ -2,6 +2,7 @@ import os import pytest +import weaviate from opentelemetry import trace from opentelemetry.sdk.trace import TracerProvider from opentelemetry.sdk.trace.export.in_memory_span_exporter import InMemorySpanExporter @@ -11,6 +12,22 @@ pytest_plugins = [] +# Check weaviate client version +_weaviate_version = tuple(int(x) for x in weaviate.__version__.split(".")[:2]) +_is_v3 = _weaviate_version < (4, 0) + + +def pytest_collection_modifyitems(config, items): + """Skip v4 tests if using weaviate-client v3, and vice versa.""" + skip_v4 = pytest.mark.skip(reason="weaviate-client v4 required for this test") + skip_v3 = pytest.mark.skip(reason="weaviate-client v3 required for this test") + + for item in items: + if "test_weaviate_instrumentation_v3" in item.nodeid and not _is_v3: + item.add_marker(skip_v3) + elif "test_weaviate_instrumentation.py" in item.nodeid and _is_v3: + item.add_marker(skip_v4) + def pytest_addoption(parser): parser.addoption( diff --git a/packages/opentelemetry-instrumentation-weaviate/tests/test_weaviate_instrumentation.py b/packages/opentelemetry-instrumentation-weaviate/tests/test_weaviate_instrumentation.py index 21d87efd9e..297385eadc 100644 --- a/packages/opentelemetry-instrumentation-weaviate/tests/test_weaviate_instrumentation.py +++ b/packages/opentelemetry-instrumentation-weaviate/tests/test_weaviate_instrumentation.py @@ -2,9 +2,11 @@ import pytest 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-[package.extras] -check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] -cover = ["pytest-cov"] -doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] -enabler = ["pytest-enabler (>=2.2)"] -test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] -type = ["pytest-mypy"] - -[extras] -instruments = [] - -[metadata] -lock-version = "2.1" -python-versions = ">=3.10,<4" -content-hash = "925cd6315cee2c14ee446a6db5d7570660bdca4467c36e78a0719d2890d1a418" diff --git a/packages/opentelemetry-instrumentation-writer/project.json b/packages/opentelemetry-instrumentation-writer/project.json index 1c8cc387d5..30669a6ce0 100644 --- a/packages/opentelemetry-instrumentation-writer/project.json +++ b/packages/opentelemetry-instrumentation-writer/project.json @@ -5,9 +5,9 @@ "sourceRoot": "packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-instrumentation-writer" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-instrumentation-writer/dist", "publish": false, @@ -34,37 +36,32 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-writer" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-writer/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-instrumentation-writer/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-writer" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-writer/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-writer" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-instrumentation-writer" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -74,5 +71,7 @@ } } }, - "tags": ["instrumentation"] + "tags": [ + "instrumentation" + ] } diff --git a/packages/opentelemetry-instrumentation-writer/pyproject.toml b/packages/opentelemetry-instrumentation-writer/pyproject.toml index b9196e25e0..1633d74519 100644 --- a/packages/opentelemetry-instrumentation-writer/pyproject.toml +++ b/packages/opentelemetry-instrumentation-writer/pyproject.toml @@ -1,52 +1,73 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/instrumentation/writer"] - -[tool.coverage.report] -exclude_lines = ['if TYPE_CHECKING:'] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-instrumentation-writer" version = "0.50.1" description = "OpenTelemetry Writer instrumentation" -authors = ["Yan Tolstoy ", "Writer, Inc. "] -repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-writer" +authors = [ + { name = "Yan Tolstoy", email = "yan.talstoi@writer.com" }, + { name = "Writer, Inc.", email = "dev-feedback@writer.com" }, +] license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.10,<4" +dependencies = [ + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.11", + "opentelemetry-semantic-conventions>=0.59b0", +] -[[tool.poetry.packages]] -include = "opentelemetry/instrumentation/writer" - -[tool.poetry.dependencies] -python = ">=3.10,<4" -opentelemetry-api = "^1.38.0" -opentelemetry-instrumentation = ">=0.59b0" -opentelemetry-semantic-conventions = ">=0.59b0" -opentelemetry-semantic-conventions-ai = ">=0.4.11" - -[tool.poetry.group.dev.dependencies] -autopep8 = "^2.2.0" -flake8 = "7.0.0" -black = "^25.1.0" -isort = "^6.0.1" - -[tool.poetry.group.test.dependencies] -pytest = "^8.2.2" -pytest-sugar = "1.0.0" -python-dotenv = "^1.1.1" -vcrpy = "^6.0.1" -pytest-recording = "^0.13.1" -pytest-asyncio = "^0.23.7" -opentelemetry-sdk = "^1.38.0" -writer-sdk = "^2.2.1" - -[build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" +[project.urls] +Repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-writer" -[tool.poetry.extras] +[project.optional-dependencies] instruments = ["writer"] -[tool.poetry.plugins."opentelemetry_instrumentor"] +[project.entry-points."opentelemetry_instrumentor"] writer = "opentelemetry.instrumentation.writer:WriterInstrumentor" + +[dependency-groups] +dev = [ + "autopep8>=2.2.0,<3", + "black>=25.1.0,<26", + "isort>=6.0.1,<7", + "ruff>=0.4.0", +] +test = [ + "opentelemetry-sdk>=1.38.0,<2", + "pytest-asyncio>=0.23.7,<0.24.0", + "pytest-recording>=0.13.1,<0.14.0", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "python-dotenv>=1.1.1,<2", + "vcrpy>=6.0.1,<7", + "writer-sdk>=2.2.1,<3", +] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.build.targets.wheel] +packages = ["opentelemetry"] + +[tool.coverage.run] +branch = true +source = ["opentelemetry/instrumentation/writer"] + +[tool.coverage.report] +exclude_lines = ["if TYPE_CHECKING:"] +show_missing = true + +[tool.ruff] +line-length = 120 +exclude = [ + ".git", + "__pycache__", + "build", + "dist", + ".venv", + ".pytest_cache", +] + +[tool.ruff.lint] +select = ["E", "F", "W"] diff --git a/packages/opentelemetry-instrumentation-writer/tests/test_chat.py b/packages/opentelemetry-instrumentation-writer/tests/test_chat.py index d4907798dd..1e25d1ab7c 100644 --- a/packages/opentelemetry-instrumentation-writer/tests/test_chat.py +++ b/packages/opentelemetry-instrumentation-writer/tests/test_chat.py @@ -1,5 +1,5 @@ import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import \ gen_ai_attributes as GenAIAttributes from opentelemetry.semconv_ai import SpanAttributes @@ -8,7 +8,7 @@ from opentelemetry.instrumentation.writer import _update_accumulated_response -def assert_message_in_logs(log: LogData, event_name: str, expected_content: dict): +def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): assert log.log_record.event_name == event_name assert log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) == "writer" diff --git a/packages/opentelemetry-instrumentation-writer/tests/test_completions.py b/packages/opentelemetry-instrumentation-writer/tests/test_completions.py index adf37ffe84..e2715f25c8 100644 --- a/packages/opentelemetry-instrumentation-writer/tests/test_completions.py +++ b/packages/opentelemetry-instrumentation-writer/tests/test_completions.py @@ -1,5 +1,5 @@ import pytest -from opentelemetry.sdk._logs import LogData +from opentelemetry.sdk._logs 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b/packages/opentelemetry-semantic-conventions-ai/opentelemetry/semconv_ai/__init__.py index 44f7446ecd..6d8356b77c 100644 --- a/packages/opentelemetry-semantic-conventions-ai/opentelemetry/semconv_ai/__init__.py +++ b/packages/opentelemetry-semantic-conventions-ai/opentelemetry/semconv_ai/__init__.py @@ -86,6 +86,8 @@ class SpanAttributes: LLM_RESPONSE_FINISH_REASON = "llm.response.finish_reason" LLM_RESPONSE_STOP_REASON = "llm.response.stop_reason" LLM_CONTENT_COMPLETION_CHUNK = "llm.content.completion.chunk" + LLM_REQUEST_REASONING_EFFORT = "llm.request.reasoning_effort" + LLM_USAGE_REASONING_TOKENS = "llm.usage.reasoning_tokens" # OpenAI LLM_OPENAI_RESPONSE_SYSTEM_FINGERPRINT = "gen_ai.openai.system_fingerprint" diff --git a/packages/opentelemetry-semantic-conventions-ai/poetry.lock b/packages/opentelemetry-semantic-conventions-ai/poetry.lock deleted file mode 100644 index aac4c66078..0000000000 --- a/packages/opentelemetry-semantic-conventions-ai/poetry.lock +++ /dev/null @@ -1,320 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a/packages/opentelemetry-semantic-conventions-ai/project.json +++ b/packages/opentelemetry-semantic-conventions-ai/project.json @@ -5,9 +5,9 @@ "sourceRoot": "packages/opentelemetry-semantic-conventions-ai/opentelemetry/semconv/ai", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/opentelemetry-semantic-conventions-ai" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/opentelemetry-semantic-conventions-ai/dist", "publish": false, @@ -34,32 +36,27 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-semantic-conventions-ai" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": [ - "{workspaceRoot}/reports/packages/opentelemetry-semantic-conventions-ai/pylint.txt" - ], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/opentelemetry-semantic-conventions-ai/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-semantic-conventions-ai" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/opentelemetry-semantic-conventions-ai/unittests", "{workspaceRoot}/coverage/packages/opentelemetry-semantic-conventions-ai" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/opentelemetry-semantic-conventions-ai" } } diff --git a/packages/opentelemetry-semantic-conventions-ai/pyproject.toml b/packages/opentelemetry-semantic-conventions-ai/pyproject.toml index 712a630a72..53ccee51cf 100644 --- a/packages/opentelemetry-semantic-conventions-ai/pyproject.toml +++ b/packages/opentelemetry-semantic-conventions-ai/pyproject.toml @@ -1,37 +1,46 @@ -[tool.coverage.run] -branch = true -source = ["opentelemetry/semconv/ai"] - -[tool.coverage.report] -exclude_lines = ['if TYPE_CHECKING:'] -show_missing = true - -[tool.poetry] +[project] name = "opentelemetry-semantic-conventions-ai" version = "0.4.13" description = "OpenTelemetry Semantic Conventions Extension for Large Language Models" authors = [ - "Gal Kleinman ", - "Nir Gazit ", - "Tomer Friedman ", + { name = "Gal Kleinman", email = "gal@traceloop.com" }, + { name = "Nir Gazit", email = "nir@traceloop.com" }, + { name = "Tomer Friedman", email = "tomer@traceloop.com" }, ] license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.9,<4" +dependencies = [ + "opentelemetry-sdk>=1.38.0,<2", + "opentelemetry-semantic-conventions>=0.59b0", +] -[[tool.poetry.packages]] -include = 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"executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/sample-app" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/sample-app/dist", "publish": false, @@ -34,30 +36,27 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": ".cache/pypoetry", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/sample-app" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": ["{workspaceRoot}/reports/packages/sample-app/pylint.txt"], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/sample-app/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/sample-app" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/sample-app/unittests", "{workspaceRoot}/coverage/packages/sample-app" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/sample-app" } } diff --git a/packages/sample-app/pyproject.toml b/packages/sample-app/pyproject.toml index da18a2b36f..7789fcce72 100644 --- a/packages/sample-app/pyproject.toml +++ b/packages/sample-app/pyproject.toml @@ -1,118 +1,112 @@ -[tool.coverage.run] -branch = true -source = ["sample_app"] - -[tool.coverage.report] -exclude_lines = ["if TYPE_CHECKING:"] -show_missing = true - -[tool.poetry] +[project] name = "sample-app" version = "0.0.1" description = "Sample Application using Traceloop SDK" authors = [ - "Gal Kleinman ", - "Nir Gazit ", - "Tomer Friedman ", + { name = "Gal Kleinman", email = "gal@traceloop.com" }, + { name = "Nir Gazit", email = "nir@traceloop.com" }, + { name = "Tomer Friedman", email = "tomer@traceloop.com" }, ] license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.10,<3.13" +dependencies = [ + "openai>=1.52.2,<2", + "requests>=2.32.3,<3", + "pinecone-client>=3.2.2,<4", + "llama-index>=0.12.52,<0.13.0", + "duckduckgo-search>=3.9.11,<4", + "chromadb>=0.5.15,<0.6.0", + "tokenizers>=0.20.1,<0.21.0", + "boto3>=1.35.49,<2", + "transformers>=4.46.0,<5", + "replicate>=0.22.0,<0.23.0", + "cohere>=5.11.1,<6", + "anthropic>=0.37.1,<0.38.0", + "google-cloud-aiplatform>=1.81.0,<2", + "python-dotenv>=1.0.1,<2", + "langchain>=0.3.24,<0.4.0", + "langchain-community>=0.3.22,<0.4.0", + "haystack-ai>=2.6.1,<2.7.0", + "datasets>=2.21.0,<2.22.0", + "llama-index-embeddings-huggingface>=0.4.0,<0.5.0", + "llama-index-embeddings-openai>=0.3.1,<0.4.0", + "llama-index-agent-openai>=0.4.12,<0.5.0", + "litellm>=1.51.0,<2", + "text-generation>=0.7.0,<0.8.0", + "llama-index-vector-stores-chroma>=0.4.1,<0.5.0", + "langchain-openai>=0.3.14,<0.4.0", + "google-generativeai>=0.8.3,<0.9.0", + "langgraph>=0.2.39,<0.3.0", + "groq>=0.11.0,<0.12.0", + "llama-index-llms-openai>=0.4.0,<0.5.0", + "ibm-watson-machine-learning>=1.0.367,<2", + "ollama>=0.4.7,<0.5.0", + "mcp>=1.7.1,<2", + "openai-agents>=0.2.7,<0.3.0", + "fastmcp>=2.12.3,<3", + "agno>=2.2.2", + "opentelemetry-instrumentation-openai", + "opentelemetry-instrumentation-haystack", + "opentelemetry-instrumentation-pinecone", + "opentelemetry-instrumentation-replicate", + "opentelemetry-instrumentation-vertexai", + "opentelemetry-instrumentation-google-generativeai", + "opentelemetry-instrumentation-groq", + "opentelemetry-instrumentation-crewai", + "opentelemetry-instrumentation-openai-agents", + "opentelemetry-instrumentation-agno", + "traceloop-sdk", +] -[[tool.poetry.packages]] -include = "sample_app" - -[tool.poetry.dependencies] -python = ">=3.10,<3.13" -openai = "^1.52.2" -requests = "^2.32.3" -# pinecone-datasets = "^0.7.0" -pinecone-client = "^3.2.2" -llama-index = "^0.12.52" -duckduckgo-search = "^3.9.11" -chromadb = "^0.5.15" -tokenizers = "~0.20.1" -boto3 = "^1.35.49" -transformers = "^4.46.0" -replicate = "^0.22.0" -cohere = "^5.11.1" -anthropic = "^0.37.1" -google-cloud-aiplatform = "^1.81.0" -python-dotenv = "^1.0.1" -langchain = "^0.3.24" -langchain-community = "^0.3.22" -haystack-ai = "~2.6.1" -datasets = "~2.21.0" -llama-index-embeddings-huggingface = "^0.4.0" -llama-index-embeddings-openai = "^0.3.1" -llama-index-agent-openai = "^0.4.12" -litellm = "^1.51.0" -text-generation = "^0.7.0" -llama-index-vector-stores-chroma = "^0.4.1" -langchain-openai = "^0.3.14" -google-generativeai = "^0.8.3" -langgraph = "^0.2.39" -groq = "^0.11.0" -llama-index-llms-openai = "^0.4.0" -ibm-watson-machine-learning = "^1.0.367" -ollama = "^0.4.7" -mcp = "^1.7.1" -openai-agents = "^0.2.7" -fastmcp = "^2.12.3" -agno = ">=2.2.2" - 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Always recommend consulting with qualified healthcare providers for proper diagnosis and treatment. Be empathetic and professional in your responses.""" - # This is the system prompt for the personal information case - personal_info_system_prompt = """You are a medical AI assistant that provides helpful, - general medical information tailored to the individual user. # noqa: F841 - - When personal information is available (such as age, sex, symptoms, medical history, - lifestyle, medications, or concerns), actively incorporate it into your responses - to make guidance more relevant and personalized. - - Adapt explanations, examples, and recommendations to the user’s context whenever possible. - If key personal details are missing, ask concise and relevant follow-up questions - before giving advice. - - Be clear about your limitations as an AI and do not provide diagnoses or definitive - treatment plans. Always encourage consultation with qualified healthcare professionals - for diagnosis, treatment, or urgent concerns. - - Maintain a professional, empathetic, and supportive tone. - Avoid assumptions, respect privacy, and clearly distinguish general information - from personalized considerations.""" response = await client.chat.completions.create( model="gpt-4o", diff --git a/packages/sample-app/uv.lock b/packages/sample-app/uv.lock new file mode 100644 index 0000000000..0dde93928d --- /dev/null +++ b/packages/sample-app/uv.lock @@ -0,0 +1,7276 @@ +version = 1 +revision = 1 +requires-python = ">=3.10, <3.13" +resolution-markers = [ + "python_full_version >= '3.12'", + "python_full_version == '3.11.*'", + "python_full_version < '3.11'", +] + +[[package]] +name = "agno" +version = "2.3.26" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "docstring-parser" }, + { name = "gitpython" }, + { name = "h11" }, + { name = "httpx", extra = ["http2"] }, + { name = 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b/packages/traceloop-sdk/project.json @@ -5,9 +5,9 @@ "sourceRoot": "packages/traceloop-sdk/traceloop_sdk", "targets": { "lock": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { - "command": "poetry lock", + "command": "uv lock", "cwd": "packages/traceloop-sdk" } }, @@ -25,7 +25,9 @@ }, "build": { "executor": "@nxlv/python:build", - "outputs": ["{projectRoot}/dist"], + "outputs": [ + "{projectRoot}/dist" + ], "options": { "outputPath": "packages/traceloop-sdk/dist", "publish": false, @@ -34,43 +36,40 @@ } }, "install": { - "executor": "@nxlv/python:install", + "executor": "nx:run-commands", "options": { - "silent": false, - "args": "", - "cacheDir": "/tmp/pypoetry-cache", - "verbose": false, - "debug": false + "command": "uv sync --all-groups", + "cwd": "packages/traceloop-sdk" } }, "lint": { - "executor": "@nxlv/python:flake8", - "outputs": ["{workspaceRoot}/reports/packages/traceloop-sdk/pylint.txt"], + "executor": "nx:run-commands", "options": { - "outputFile": "reports/packages/traceloop-sdk/pylint.txt" + "command": "uv run ruff check .", + "cwd": "packages/traceloop-sdk" } }, "type-check": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [], "options": { - "command": "poetry run mypy traceloop/sdk", + "command": "uv run mypy traceloop/sdk", "cwd": "packages/traceloop-sdk" } }, "test": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "outputs": [ "{workspaceRoot}/reports/packages/traceloop-sdk/unittests", "{workspaceRoot}/coverage/packages/traceloop-sdk" ], "options": { - "command": "poetry run pytest tests/", + "command": "uv run pytest tests/", "cwd": "packages/traceloop-sdk" } }, "build-release": { - "executor": "@nxlv/python:run-commands", + "executor": "nx:run-commands", "options": { "commands": [ "chmod +x ../../scripts/build-release.sh", @@ -80,5 +79,7 @@ } } }, - "tags": ["sdk"] + "tags": [ + "sdk" + ] } diff --git a/packages/traceloop-sdk/pyproject.toml b/packages/traceloop-sdk/pyproject.toml index 898cec8b63..264dd26324 100644 --- a/packages/traceloop-sdk/pyproject.toml +++ b/packages/traceloop-sdk/pyproject.toml @@ -1,103 +1,109 @@ -[tool.coverage.run] -branch = true -source = ["traceloop/sdk"] - -[tool.coverage.report] -exclude_lines = ["if TYPE_CHECKING:"] -show_missing = true - -[tool.poetry] +[project] name = "traceloop-sdk" version = "0.50.1" description = "Traceloop Software Development Kit (SDK) for Python" authors = [ - "Gal Kleinman ", - "Nir Gazit ", - "Tomer Friedman ", + { name = "Gal Kleinman", email = "gal@traceloop.com" }, + { name = "Nir Gazit", email = "nir@traceloop.com" }, + { name = "Tomer Friedman", email = "tomer@traceloop.com" }, ] -repository = "https://github.com/traceloop/openllmetry" -documentation = "https://traceloop.com/docs/openllmetry" license = "Apache-2.0" readme = "README.md" +requires-python = ">=3.10,<4" +dependencies = [ + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-sdk>=1.38.0,<2", + "opentelemetry-exporter-otlp-proto-http>=1.38.0,<2", + "opentelemetry-exporter-otlp-proto-grpc>=1.38.0,<2", + "opentelemetry-instrumentation-logging>=0.59b0", + "opentelemetry-instrumentation-requests>=0.59b0", + "opentelemetry-instrumentation-sqlalchemy>=0.59b0", + "opentelemetry-instrumentation-urllib3>=0.59b0", + "opentelemetry-instrumentation-threading>=0.59b0", + "opentelemetry-instrumentation-redis>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-instrumentation-agno", + "opentelemetry-instrumentation-mistralai", + "opentelemetry-instrumentation-openai", + "opentelemetry-instrumentation-openai-agents", + "opentelemetry-instrumentation-ollama", + "opentelemetry-instrumentation-anthropic", + "opentelemetry-instrumentation-cohere", + "opentelemetry-instrumentation-crewai", + "opentelemetry-instrumentation-google-generativeai", + "opentelemetry-instrumentation-pinecone", + "opentelemetry-instrumentation-qdrant", + "opentelemetry-instrumentation-langchain", + "opentelemetry-instrumentation-lancedb", + "opentelemetry-instrumentation-chromadb", + "opentelemetry-instrumentation-transformers", + "opentelemetry-instrumentation-together", + "opentelemetry-instrumentation-llamaindex", + "opentelemetry-instrumentation-milvus", + "opentelemetry-instrumentation-haystack", + "opentelemetry-instrumentation-bedrock", + "opentelemetry-instrumentation-sagemaker", + "opentelemetry-instrumentation-replicate", + "opentelemetry-instrumentation-vertexai", + "opentelemetry-instrumentation-watsonx", + "opentelemetry-instrumentation-weaviate", + "opentelemetry-instrumentation-writer", + "opentelemetry-instrumentation-alephalpha", + "opentelemetry-instrumentation-marqo", + "opentelemetry-instrumentation-groq", + "opentelemetry-instrumentation-mcp", + "colorama>=0.4.6,<0.5.0", + "tenacity>=8.2.3,<10.0", + "pydantic>=1", + "jinja2>=3.1.5,<4", + "deprecated>=1.2.14,<2", + "aiohttp>=3.11.11,<4", + "cuid>=0.4,<0.5", +] -[[tool.poetry.packages]] -include = "traceloop/sdk" +[project.urls] +Repository = "https://github.com/traceloop/openllmetry" +Documentation = "https://traceloop.com/docs/openllmetry" -[tool.poetry.dependencies] -python = ">=3.10,<4" -opentelemetry-api = "^1.38.0" -opentelemetry-sdk = "^1.38.0" -opentelemetry-exporter-otlp-proto-http = "^1.38.0" -opentelemetry-exporter-otlp-proto-grpc = "^1.38.0" -opentelemetry-instrumentation-logging = ">=0.59b0" -opentelemetry-instrumentation-requests = ">=0.59b0" -opentelemetry-instrumentation-sqlalchemy = ">=0.59b0" -opentelemetry-instrumentation-urllib3 = ">=0.59b0" -opentelemetry-instrumentation-threading = ">=0.59b0" -opentelemetry-instrumentation-redis = ">=0.59b0" -opentelemetry-semantic-conventions-ai = "^0.4.13" -opentelemetry-instrumentation-agno = { path = "../opentelemetry-instrumentation-agno", develop = true } -opentelemetry-instrumentation-mistralai = { path = "../opentelemetry-instrumentation-mistralai", develop = true } -opentelemetry-instrumentation-openai = { path = "../opentelemetry-instrumentation-openai", develop = true } -opentelemetry-instrumentation-openai-agents = { path = "../opentelemetry-instrumentation-openai-agents", develop = true } -opentelemetry-instrumentation-ollama = { path = "../opentelemetry-instrumentation-ollama", develop = true } -opentelemetry-instrumentation-anthropic = { path = "../opentelemetry-instrumentation-anthropic", develop = true } -opentelemetry-instrumentation-cohere = { path = "../opentelemetry-instrumentation-cohere", develop = true } -opentelemetry-instrumentation-crewai = { path = "../opentelemetry-instrumentation-crewai", develop = true } -opentelemetry-instrumentation-google-generativeai = { path = "../opentelemetry-instrumentation-google-generativeai", develop = true } -opentelemetry-instrumentation-pinecone = { path = "../opentelemetry-instrumentation-pinecone", develop = true } -opentelemetry-instrumentation-qdrant = { path = "../opentelemetry-instrumentation-qdrant", develop = true } -opentelemetry-instrumentation-langchain = { path = "../opentelemetry-instrumentation-langchain", develop = true } -opentelemetry-instrumentation-lancedb = { path = "../opentelemetry-instrumentation-lancedb", develop = true } -opentelemetry-instrumentation-chromadb = { path = "../opentelemetry-instrumentation-chromadb", develop = true } -opentelemetry-instrumentation-transformers = { path = "../opentelemetry-instrumentation-transformers", develop = true } -opentelemetry-instrumentation-together = { path = "../opentelemetry-instrumentation-together", develop = true } -opentelemetry-instrumentation-llamaindex = { path = "../opentelemetry-instrumentation-llamaindex", develop = true } -opentelemetry-instrumentation-milvus = { path = "../opentelemetry-instrumentation-milvus", develop = true } -opentelemetry-instrumentation-haystack = { path = "../opentelemetry-instrumentation-haystack", develop = true } -opentelemetry-instrumentation-bedrock = { path = "../opentelemetry-instrumentation-bedrock", develop = true } -opentelemetry-instrumentation-sagemaker = { path = "../opentelemetry-instrumentation-sagemaker", develop = true } -opentelemetry-instrumentation-replicate = { path = "../opentelemetry-instrumentation-replicate", develop = true } -opentelemetry-instrumentation-vertexai = { path = "../opentelemetry-instrumentation-vertexai", develop = true } -opentelemetry-instrumentation-watsonx = { path = "../opentelemetry-instrumentation-watsonx", develop = true } -opentelemetry-instrumentation-weaviate = { path = "../opentelemetry-instrumentation-weaviate", develop = true } -opentelemetry-instrumentation-writer = { path = "../opentelemetry-instrumentation-writer", develop = true } -opentelemetry-instrumentation-alephalpha = { path = "../opentelemetry-instrumentation-alephalpha", develop = true } -opentelemetry-instrumentation-marqo = { path = "../opentelemetry-instrumentation-marqo", develop = true } -opentelemetry-instrumentation-groq = { path = "../opentelemetry-instrumentation-groq", develop = true } -opentelemetry-instrumentation-mcp = { path = "../opentelemetry-instrumentation-mcp", develop = true } -colorama = "^0.4.6" -tenacity = ">=8.2.3, <10.0" -pydantic = ">=1" -jinja2 = "^3.1.5" -deprecated = "^1.2.14" -aiohttp = "^3.11.11" -cuid = "^0.4" +[project.optional-dependencies] +datasets = ["pandas"] +[dependency-groups] +dev = [ + "autopep8>=2.2.0,<3", + "ruff>=0.4.0", + "pytest>=8.2.2,<9", + "pytest-sugar==1.0.0", + "mypy>=1.18.2,<2", + "types-requests>=2.31.0,<3", + "types-colorama>=0.4.15,<0.5.0", + "pandas-stubs", + "datamodel-code-generator>=0.26.0,<0.27.0", +] +test = [ + "openai>=1.31.1,<2", + "vcrpy>=7.0.0,<8", + "pytest-recording>=0.13.1,<0.14.0", + "pydantic<3", + "pytest-asyncio>=0.23.7,<0.24.0", + "anthropic>=0.25.2,<0.26.0", + "langchain>=0.2.5,<0.3.0", + "langchain-openai>=0.1.15,<0.2.0", + "pandas>=1.0.0", +] +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" -[tool.poetry.group.dev.dependencies] -autopep8 = "^2.2.0" -flake8 = "7.0.0" -pytest = "^8.2.2" -pytest-sugar = "1.0.0" -mypy = "^1.18.2" -types-requests = "^2.31.0" -types-colorama = "^0.4.15" -pandas-stubs = "*" -datamodel-code-generator = "^0.26.0" +[tool.hatch.build.targets.wheel] +packages = ["traceloop"] -[tool.poetry.group.test.dependencies] -openai = "^1.31.1" -vcrpy = "^7.0.0" -pytest-recording = "^0.13.1" -pydantic = "<3" -pytest-asyncio = "^0.23.7" -anthropic = "^0.25.2" -langchain = "^0.2.5" -langchain-openai = "^0.1.15" -pandas = ">=1.0.0" +[tool.coverage.run] +branch = true +source = ["traceloop/sdk"] -[tool.poetry.extras] -datasets = ["pandas"] +[tool.coverage.report] +exclude_lines = ["if TYPE_CHECKING:"] +show_missing = true [tool.mypy] python_version = "3.10" @@ -114,8 +120,6 @@ strict_equality = true namespace_packages = true explicit_package_bases = true plugins = ["pydantic.mypy"] - -# Blacklist approach - all folders checked except those excluded below exclude = [ "traceloop/sdk/decorators", "traceloop/sdk/prompts", @@ -130,6 +134,7 @@ exclude = [ module = [ "cuid.*", "posthog.*", + "opentelemetry.semconv_ai.*", ] ignore_missing_imports = true @@ -138,6 +143,9 @@ init_forbid_extra = true init_typed = true warn_required_dynamic_aliases = true -[build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" +[tool.ruff] +line-length = 120 +exclude = [".git", "__pycache__", "build", "dist", ".venv", ".pytest_cache"] + +[tool.ruff.lint] +select = ["E", "F", "W"] diff --git a/packages/traceloop-sdk/traceloop/sdk/__init__.py b/packages/traceloop-sdk/traceloop/sdk/__init__.py index c2f2f07e45..e2ed27a7af 100644 --- a/packages/traceloop-sdk/traceloop/sdk/__init__.py +++ b/packages/traceloop-sdk/traceloop/sdk/__init__.py @@ -31,7 +31,7 @@ ) from typing import Dict from traceloop.sdk.client.client import Client -from traceloop.sdk.associations.associations import AssociationProperty +from traceloop.sdk.associations.associations import AssociationProperty as AssociationProperty class Traceloop: diff --git a/packages/traceloop-sdk/traceloop/sdk/client/__init__.py b/packages/traceloop-sdk/traceloop/sdk/client/__init__.py index 3ff722bf11..685391556a 100644 --- a/packages/traceloop-sdk/traceloop/sdk/client/__init__.py +++ b/packages/traceloop-sdk/traceloop/sdk/client/__init__.py @@ -1 +1 @@ -from .client import Client +from .client import Client as Client diff --git a/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/definitions.py b/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/definitions.py index 56689a6bf9..18c1476499 100644 --- a/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/definitions.py +++ b/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/definitions.py @@ -123,7 +123,12 @@ def agent_tool_trajectory( Required input fields: executed_tool_calls, expected_tool_calls """ config = { - k: v for k, v in {"input_params_sensitive": input_params_sensitive, "mismatch_sensitive": mismatch_sensitive, "order_sensitive": order_sensitive, "threshold": threshold}.items() + k: v for k, v in { + "input_params_sensitive": input_params_sensitive, + "mismatch_sensitive": mismatch_sensitive, + "order_sensitive": order_sensitive, + "threshold": threshold, + }.items() if v is not None } return EvaluatorDetails( @@ -277,7 +282,10 @@ def json_validator( Required input fields: text """ config = { - k: v for k, v in {"enable_schema_validation": enable_schema_validation, "schema_string": schema_string}.items() + k: v for k, v in { + "enable_schema_validation": enable_schema_validation, + "schema_string": schema_string, + }.items() if v is not None } return EvaluatorDetails( @@ -336,7 +344,12 @@ def placeholder_regex( Required input fields: placeholder_value, text """ config = { - k: v for k, v in {"case_sensitive": case_sensitive, "dot_include_nl": dot_include_nl, "multi_line": multi_line, "should_match": should_match}.items() + k: v for k, v in { + "case_sensitive": case_sensitive, + "dot_include_nl": dot_include_nl, + "multi_line": multi_line, + "should_match": should_match, + }.items() if v is not None } return EvaluatorDetails( @@ -408,7 +421,13 @@ def regex_validator( Required input fields: text """ config = { - k: v for k, v in {"case_sensitive": case_sensitive, "dot_include_nl": dot_include_nl, "multi_line": multi_line, "regex": regex, "should_match": should_match}.items() + k: v for k, v in { + "case_sensitive": case_sensitive, + "dot_include_nl": dot_include_nl, + "multi_line": multi_line, + "regex": regex, + "should_match": should_match, + }.items() if v is not None } return EvaluatorDetails( diff --git a/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/request.py b/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/request.py index 7e9f9b2e87..97230c0653 100644 --- a/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/request.py +++ b/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/request.py @@ -174,7 +174,8 @@ class ContextRelevanceInput(BaseModel): context: str = Field( ..., examples=[ - 'Our store is open Monday to Friday from 9am to 6pm, and Saturday from 10am to 4pm. We are closed on Sundays.' + "Our store is open Monday to Friday from 9am to 6pm, " + "and Saturday from 10am to 4pm. We are closed on Sundays." ], ) query: str = Field(..., examples=['What are the business hours?']) @@ -208,7 +209,8 @@ class FaithfulnessInput(BaseModel): context: str = Field( ..., examples=[ - 'The Eiffel Tower is a wrought-iron lattice tower on the Champ de Mars in Paris, France. It was constructed from 1887 to 1889.' + "The Eiffel Tower is a wrought-iron lattice tower on the Champ de Mars in Paris, France. " + "It was constructed from 1887 to 1889." ], ) question: str = Field(..., examples=['When was the Eiffel Tower built?']) diff --git a/packages/traceloop-sdk/traceloop/sdk/logging/logging.py b/packages/traceloop-sdk/traceloop/sdk/logging/logging.py index 310228a1cc..33f91ac40e 100644 --- a/packages/traceloop-sdk/traceloop/sdk/logging/logging.py +++ b/packages/traceloop-sdk/traceloop/sdk/logging/logging.py @@ -1,5 +1,5 @@ import logging -from typing import Dict, Optional, Any +from typing import Dict, Optional, Any, cast from opentelemetry.exporter.otlp.proto.grpc._log_exporter import ( OTLPLogExporter as GRPCExporter, @@ -52,9 +52,9 @@ def set_static_params( def init_logging_exporter(endpoint: str, headers: Dict[str, str]) -> LogExporter: if "http" in endpoint.lower() or "https" in endpoint.lower(): - return HTTPExporter(endpoint=f"{endpoint}/v1/logs", headers=headers) + return cast(LogExporter, HTTPExporter(endpoint=f"{endpoint}/v1/logs", headers=headers)) else: - return GRPCExporter(endpoint=endpoint, headers=headers) + return cast(LogExporter, GRPCExporter(endpoint=endpoint, headers=headers)) def init_logging_provider( diff --git a/packages/traceloop-sdk/traceloop/sdk/tracing/__init__.py b/packages/traceloop-sdk/traceloop/sdk/tracing/__init__.py index e3b8d0fdf7..dbc553db0c 100644 --- a/packages/traceloop-sdk/traceloop/sdk/tracing/__init__.py +++ b/packages/traceloop-sdk/traceloop/sdk/tracing/__init__.py @@ -1,2 +1,2 @@ -from traceloop.sdk.tracing.context_manager import get_tracer -from traceloop.sdk.tracing.tracing import set_workflow_name, set_agent_name +from traceloop.sdk.tracing.context_manager import get_tracer as get_tracer +from traceloop.sdk.tracing.tracing import set_workflow_name as set_workflow_name, set_agent_name as set_agent_name diff --git a/packages/traceloop-sdk/uv.lock b/packages/traceloop-sdk/uv.lock new file mode 100644 index 0000000000..71b0610c40 --- /dev/null +++ b/packages/traceloop-sdk/uv.lock @@ -0,0 +1,4469 @@ +version = 1 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of local paths +# Use Python to safely remove the TOML section +python3 << 'EOF' +import re + +with open('pyproject.toml', 'r') as f: + content = f.read() + +# Remove [tool.uv.sources] section and all its entries +# Matches from [tool.uv.sources] until the next section header or end of file +content = re.sub(r'\n?\[tool\.uv\.sources\][^\[]*', '', content) + +with open('pyproject.toml', 'w') as f: + f.write(content) +EOF + +# Build using uv (which uses hatchling as backend) +uv build diff --git a/scripts/generate-models.sh b/scripts/generate-models.sh index aeac6c1514..f3ddc223d3 100755 --- a/scripts/generate-models.sh +++ b/scripts/generate-models.sh @@ -24,11 +24,11 @@ fi echo "=== Generating models from ${SWAGGER_PATH} ===" -# Change to traceloop-sdk directory for poetry +# Change to traceloop-sdk directory for uv cd "${ROOT_DIR}/packages/traceloop-sdk" # Run the Python generation script -poetry run python "${CODEGEN_SCRIPT}" "${SWAGGER_PATH}" "${OUTPUT_DIR}" +uv run python "${CODEGEN_SCRIPT}" "${SWAGGER_PATH}" "${OUTPUT_DIR}" echo "" echo "Generated files:" From 16054d919f708091f8b572936b6a67df30581dc5 Mon Sep 17 00:00:00 2001 From: Gal Kleinman <33281963+galkleinman@users.noreply.github.com> Date: Thu, 15 Jan 2026 17:50:46 +0200 Subject: [PATCH 05/45] chore: make dependabot work with uv (#3539) --- .github/dependabot.yml | 46 ++++++++++++++++++++-------------------- .github/workflows/ci.yml | 7 ------ 2 files changed, 23 insertions(+), 30 deletions(-) diff --git a/.github/dependabot.yml b/.github/dependabot.yml index a6f92fa34e..6898664eb1 100644 --- a/.github/dependabot.yml +++ b/.github/dependabot.yml @@ -12,7 +12,7 @@ updates: gha: patterns: - "*" - - package-ecosystem: "pip" + - package-ecosystem: "uv" directory: "/packages/opentelemetry-instrumentation-anthropic" schedule: interval: "weekly" @@ -22,7 +22,7 @@ updates: - "*" labels: - "dependencies" - - package-ecosystem: "pip" + - package-ecosystem: "uv" directory: "/packages/opentelemetry-instrumentation-bedrock" schedule: interval: "weekly" @@ -32,7 +32,7 @@ updates: - "*" labels: - "dependencies" - - package-ecosystem: "pip" + - package-ecosystem: "uv" directory: "/packages/opentelemetry-instrumentation-chromadb" schedule: interval: "weekly" @@ -42,7 +42,7 @@ updates: - "*" labels: - "dependencies" - - package-ecosystem: "pip" + - package-ecosystem: "uv" directory: "/packages/opentelemetry-instrumentation-cohere" schedule: interval: "weekly" @@ -52,7 +52,7 @@ updates: - "*" labels: - "dependencies" - - package-ecosystem: "pip" + - package-ecosystem: "uv" directory: "/packages/opentelemetry-instrumentation-google-generativeai" schedule: interval: "weekly" @@ -62,7 +62,7 @@ updates: - "*" labels: - "dependencies" - - package-ecosystem: "pip" + - package-ecosystem: "uv" directory: "/packages/opentelemetry-instrumentation-haystack" schedule: interval: "weekly" @@ -72,7 +72,7 @@ updates: - "*" labels: - "dependencies" - - package-ecosystem: "pip" + - package-ecosystem: "uv" directory: "/packages/opentelemetry-instrumentation-langchain" schedule: interval: "weekly" @@ -82,7 +82,7 @@ updates: - "*" labels: - "dependencies" - - package-ecosystem: "pip" + - package-ecosystem: "uv" directory: "/packages/opentelemetry-instrumentation-llamaindex" schedule: interval: "weekly" @@ -92,7 +92,7 @@ updates: - "*" labels: - "dependencies" - - package-ecosystem: "pip" + - package-ecosystem: "uv" directory: "/packages/opentelemetry-instrumentation-marqo" schedule: interval: "weekly" @@ -102,7 +102,7 @@ updates: - "*" labels: - "dependencies" - - package-ecosystem: "pip" + - package-ecosystem: "uv" directory: "/packages/opentelemetry-instrumentation-milvus" schedule: interval: "weekly" @@ -112,7 +112,7 @@ updates: - "*" labels: - "dependencies" - - package-ecosystem: "pip" + - package-ecosystem: "uv" directory: "/packages/opentelemetry-instrumentation-mistralai" schedule: interval: "weekly" @@ -122,7 +122,7 @@ updates: - "*" labels: - "dependencies" - - package-ecosystem: "pip" + - package-ecosystem: "uv" directory: "/packages/opentelemetry-instrumentation-ollama" schedule: interval: "weekly" @@ -132,7 +132,7 @@ updates: - "*" labels: - "dependencies" - - package-ecosystem: "pip" + - package-ecosystem: "uv" directory: "/packages/opentelemetry-instrumentation-openai" schedule: interval: "weekly" @@ -142,7 +142,7 @@ updates: - "*" labels: - "dependencies" - - package-ecosystem: "pip" + - package-ecosystem: "uv" directory: "/packages/opentelemetry-instrumentation-pinecone" schedule: interval: "weekly" @@ -152,7 +152,7 @@ updates: - "*" labels: - "dependencies" - - package-ecosystem: "pip" + - package-ecosystem: "uv" directory: "/packages/opentelemetry-instrumentation-qdrant" schedule: interval: "weekly" @@ -162,7 +162,7 @@ updates: - "*" labels: - "dependencies" - - package-ecosystem: "pip" + - package-ecosystem: "uv" directory: "/packages/opentelemetry-instrumentation-replicate" schedule: interval: "weekly" @@ -172,7 +172,7 @@ updates: - "*" labels: - "dependencies" - - package-ecosystem: "pip" + - package-ecosystem: "uv" directory: "/packages/opentelemetry-instrumentation-together" schedule: interval: "weekly" @@ -182,7 +182,7 @@ updates: - "*" labels: - "dependencies" - - package-ecosystem: "pip" + - package-ecosystem: "uv" directory: "/packages/opentelemetry-instrumentation-transformers" schedule: interval: "weekly" @@ -192,7 +192,7 @@ updates: - "*" labels: - "dependencies" - - package-ecosystem: "pip" + - package-ecosystem: "uv" directory: "/packages/opentelemetry-instrumentation-vertexai" schedule: interval: "weekly" @@ -202,7 +202,7 @@ updates: - "*" labels: - "dependencies" - - package-ecosystem: "pip" + - package-ecosystem: "uv" directory: "/packages/opentelemetry-instrumentation-watsonx" schedule: interval: "weekly" @@ -212,7 +212,7 @@ updates: - "*" labels: - "dependencies" - - package-ecosystem: "pip" + - package-ecosystem: "uv" directory: "/packages/opentelemetry-instrumentation-weaviate" schedule: interval: "weekly" @@ -222,7 +222,7 @@ updates: - "*" labels: - "dependencies" - - package-ecosystem: "pip" + - package-ecosystem: "uv" directory: "/packages/opentelemetry-semantic-conventions-ai" schedule: interval: "weekly" @@ -232,7 +232,7 @@ updates: - "*" labels: - "dependencies" - - package-ecosystem: "pip" + - package-ecosystem: "uv" directory: "/packages/traceloop-sdk" schedule: interval: "weekly" diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 6a083ae51e..8da6957443 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -9,7 +9,6 @@ on: - "main" env: - UV_CACHE_DIR: /tmp/uv-cache PIP_NO_CACHE_DIR: 1 jobs: @@ -59,8 +58,6 @@ jobs: uses: astral-sh/setup-uv@v4 with: version: "latest" - enable-cache: true - cache-dependency-glob: "**/uv.lock" - uses: actions/setup-node@v4 with: @@ -110,8 +107,6 @@ jobs: uses: astral-sh/setup-uv@v4 with: version: "latest" - enable-cache: true - cache-dependency-glob: "**/uv.lock" - uses: actions/setup-node@v4 with: @@ -175,8 +170,6 @@ jobs: uses: astral-sh/setup-uv@v4 with: version: "latest" - enable-cache: true - cache-dependency-glob: "**/uv.lock" - uses: actions/setup-node@v4 with: From acd3f15f91f58c2d74cb4a6f056abcdaa7dd936c Mon Sep 17 00:00:00 2001 From: Gal Kleinman <33281963+galkleinman@users.noreply.github.com> Date: Thu, 15 Jan 2026 18:44:16 +0200 Subject: [PATCH 06/45] chore: update dependabot.yml --- .github/dependabot.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/dependabot.yml b/.github/dependabot.yml index 6898664eb1..07b0b9bb49 100644 --- a/.github/dependabot.yml +++ b/.github/dependabot.yml @@ -4,7 +4,7 @@ updates: directory: "/" schedule: interval: "weekly" - - package-ecosystem: "pip" + - package-ecosystem: "uv" directory: "/packages/opentelemetry-instrumentation-alephalpha" schedule: interval: "weekly" From adba2bfe7c6b76ff02679e1720f6d9cd095c186f Mon Sep 17 00:00:00 2001 From: Gal Kleinman <33281963+galkleinman@users.noreply.github.com> Date: Sun, 18 Jan 2026 11:47:37 +0200 Subject: [PATCH 07/45] chore(deps): various cves remediation (#3565) --- package-lock.json | 23 +- .../pyproject.toml | 7 +- .../uv.lock | 644 +- .../.python-version | 2 +- .../pyproject.toml | 7 +- .../uv.lock | 566 +- .../.python-version | 2 +- .../pyproject.toml | 7 +- .../uv.lock | 539 +- .../.python-version | 2 +- .../pyproject.toml | 7 +- .../uv.lock | 643 +- .../pyproject.toml | 5 +- .../uv.lock | 677 +- .../.python-version | 2 +- .../pyproject.toml | 7 +- .../uv.lock | 649 +- .../pyproject.toml | 3 + .../uv.lock | 12 +- .../.python-version | 2 +- .../pyproject.toml | 7 +- .../uv.lock | 621 +- .../.python-version | 2 +- .../pyproject.toml | 7 +- .../uv.lock | 530 +- .../.python-version | 2 +- .../pyproject.toml | 7 +- .../uv.lock | 756 +- .../.python-version | 2 +- .../pyproject.toml | 9 +- .../uv.lock | 905 +-- .../pyproject.toml | 27 +- .../cassettes/test_chains/test_astream.yaml | 450 +- ...test_astream_with_events_with_content.yaml | 369 +- ...t_astream_with_events_with_no_content.yaml | 412 +- .../cassettes/test_chains/test_stream.yaml | 435 +- .../test_stream_with_events_with_content.yaml | 293 +- ...st_stream_with_events_with_no_content.yaml | 359 +- .../test_sequential_chain.yaml | 159 +- ...ential_chain_with_events_with_content.yaml | 159 +- ...ial_chain_with_events_with_no_content.yaml | 160 +- .../tests/metrics/test_langchain_metrics.py | 4 +- .../tests/test_agents.py | 2 +- .../tests/test_chains.py | 54 +- .../tests/test_documents_chains.py | 34 +- .../tests/test_lcel.py | 8 +- .../tests/test_llms.py | 43 +- .../tests/test_structured_output.py | 2 +- .../uv.lock | 2091 +----- .../.python-version | 2 +- .../llamaindex/dispatcher_wrapper.py | 17 + .../instrumentation/llamaindex/span_utils.py | 80 +- .../pyproject.toml | 22 +- .../test_agent_with_multiple_tools.yaml | 897 +++ .../test_agents/test_agents_and_tools.yaml | 682 ++ .../test_rag_with_chroma.yaml | 6356 +++++++++++++++++ ...llamaparse_aload_data_instrumentation.yaml | 749 ++ ..._llamaparse_load_data_instrumentation.yaml | 749 ++ ...structured_llm_achat_model_attributes.yaml | 57 +- .../test_structured_llm_model_attributes.yaml | 61 +- .../tests/test_agents.py | 396 +- .../tests/test_llamaparse.py | 10 +- .../uv.lock | 1389 +--- .../.python-version | 2 +- .../pyproject.toml | 7 +- .../uv.lock | 543 +- .../pyproject.toml | 3 + .../opentelemetry-instrumentation-mcp/uv.lock | 6 + .../.python-version | 2 +- .../pyproject.toml | 3 + .../uv.lock | 18 +- .../.python-version | 2 +- .../pyproject.toml | 7 +- .../uv.lock | 530 +- .../.python-version | 2 +- .../pyproject.toml | 7 +- .../uv.lock | 530 +- .../pyproject.toml | 7 +- .../uv.lock | 714 +- .../.python-version | 2 +- .../pyproject.toml | 7 +- .../uv.lock | 682 +- .../.python-version | 2 +- .../pyproject.toml | 7 +- .../uv.lock | 664 +- 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b/packages/opentelemetry-instrumentation-alephalpha/.python-version index 11aaa06863..c8cfe39591 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/.python-version +++ b/packages/opentelemetry-instrumentation-alephalpha/.python-version @@ -1 +1 @@ -3.9.5 +3.10 diff --git a/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml b/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml index 86a1a98e68..01b2e1b67b 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml +++ b/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml @@ -9,7 +9,7 @@ authors = [ ] license = "Apache-2.0" readme = "README.md" -requires-python = ">=3.9,<4" +requires-python = ">=3.10,<4" dependencies = [ "opentelemetry-api>=1.38.0,<2", "opentelemetry-instrumentation>=0.59b0", @@ -40,7 +40,7 @@ test = [ "pytest-recording>=0.13.1,<0.14.0", "pytest-sugar==1.0.0", "pytest>=8.2.2,<9", - "vcrpy>=6.0.1,<7", + "vcrpy>=8.0.0,<9", ] [build-system] @@ -71,3 +71,6 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b/packages/opentelemetry-instrumentation-haystack/.python-version index 11aaa06863..c8cfe39591 100644 --- a/packages/opentelemetry-instrumentation-haystack/.python-version +++ b/packages/opentelemetry-instrumentation-haystack/.python-version @@ -1 +1 @@ -3.9.5 +3.10 diff --git a/packages/opentelemetry-instrumentation-haystack/pyproject.toml b/packages/opentelemetry-instrumentation-haystack/pyproject.toml index 5ad228aac1..f0723be88d 100644 --- a/packages/opentelemetry-instrumentation-haystack/pyproject.toml +++ b/packages/opentelemetry-instrumentation-haystack/pyproject.toml @@ -9,7 +9,7 @@ authors = [ ] license = "Apache-2.0" readme = "README.md" -requires-python = ">=3.9,<4" +requires-python = ">=3.10,<4" dependencies = [ "opentelemetry-api>=1.38.0,<2", "opentelemetry-instrumentation>=0.59b0", @@ -39,7 +39,7 @@ test = [ "pytest-recording>=0.13.1,<0.14.0", "pytest-sugar==1.0.0", "pytest>=8.2.2,<9", - "vcrpy>=6.0.1,<7", + "vcrpy>=8.0.0,<9", ] [build-system] @@ -70,3 +70,6 @@ exclude = 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b/packages/opentelemetry-instrumentation-lancedb/.python-version index 11aaa06863..c8cfe39591 100644 --- a/packages/opentelemetry-instrumentation-lancedb/.python-version +++ b/packages/opentelemetry-instrumentation-lancedb/.python-version @@ -1 +1 @@ -3.9.5 +3.10 diff --git a/packages/opentelemetry-instrumentation-lancedb/pyproject.toml b/packages/opentelemetry-instrumentation-lancedb/pyproject.toml index 0e86c91551..0f0d3aabdc 100644 --- a/packages/opentelemetry-instrumentation-lancedb/pyproject.toml +++ b/packages/opentelemetry-instrumentation-lancedb/pyproject.toml @@ -9,7 +9,7 @@ authors = [ ] license = "Apache-2.0" readme = "README.md" -requires-python = ">=3.9,<4" +requires-python = ">=3.10,<4" dependencies = [ "opentelemetry-api>=1.38.0,<2", "opentelemetry-instrumentation>=0.59b0", @@ -34,7 +34,7 @@ dev = [ "ruff>=0.4.0", ] test = [ - "lancedb>=0.9.0,<0.10.0", + "lancedb>=0.26.0", "numpy>=1.26.4,<2", "opentelemetry-sdk>=1.38.0,<2", "pandas>=2.2.2,<3", @@ -42,7 +42,7 @@ test = [ 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Let me know if you''d like more generated content about clothing accessories - or have something specific in mind you''d like me to write about."}],"finish_reason":"COMPLETE","meta":{"api_version":{"version":"1"},"billed_units":{"input_tokens":11,"output_tokens":147},"tokens":{"input_tokens":73,"output_tokens":148}}},"finish_reason":"COMPLETE"} ' headers: @@ -351,11 +340,11 @@ interactions: cache-control: - no-cache, no-store, no-transform, must-revalidate, private, max-age=0 content-type: - - application/stream+json + - text/event-stream date: - - Mon, 01 Jul 2024 18:20:48 GMT + - Sat, 17 Jan 2026 18:15:12 GMT expires: - - Thu, 01 Jan 1970 00:00:00 UTC + - Thu, 01 Jan 1970 00:00:00 GMT pragma: - no-cache server: @@ -365,15 +354,15 @@ interactions: x-accel-expires: - '0' x-debug-trace-id: - - 3e99cb6a16ac1aff1f7f998113e6ef71 + - 3518f2bc4fcb9a96bcee876947c83666 x-endpoint-monthly-call-limit: - '1000' x-envoy-upstream-service-time: - - '117' + - '476' x-trial-endpoint-call-limit: - - '10' + - 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accept: + Accept: - '*/*' - accept-encoding: - - gzip, deflate - connection: + Accept-Encoding: + - gzip, deflate, zstd + Connection: - keep-alive - content-length: - - '142' - content-type: - - application/json - host: + Content-Length: + - '154' + Host: - api.cohere.com - user-agent: - - python-httpx/0.27.0 - x-client-name: + User-Agent: + - cohere/5.20.1 + X-Client-Name: - langchain:partner - x-fern-language: + X-Fern-Language: - Python - x-fern-sdk-name: + X-Fern-SDK-Name: - cohere - x-fern-sdk-version: - - 5.5.8 + X-Fern-SDK-Version: + - 5.20.1 + content-type: + - application/json method: POST - uri: https://api.cohere.com/v1/chat + uri: https://api.cohere.com/v2/chat response: body: - string: '{"is_finished":false,"event_type":"stream-start","generation_id":"74c2464b-0dc4-4f1c-bd65-2e745729624e"} + string: 'event: message-start + + data: {"id":"9d5b8e5a-c610-4dfe-88b3-facb1dea0345","type":"message-start","delta":{"message":{"role":"assistant","content":[],"tool_plan":"","tool_calls":[],"citations":[]}}} + + + event: content-start + + data: {"type":"content-start","index":0,"delta":{"message":{"content":{"type":"text","text":""}}}} + + + event: content-delta + + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":"Sure"}}}} + + + event: content-delta + + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":","}}}} + + + event: content-delta + + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":" + here"}}}} + + + event: content-delta + + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":" + is"}}}} + + + event: content-delta + + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":" + a"}}}} + + + event: content-delta + + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":" + pair"}}}} + + + event: content-delta + + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":" + of"}}}} + + + event: content-delta + + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":" + lines"}}}} + + + event: content-delta + + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":" + about"}}}} + + + event: content-delta + + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":" + colourful"}}}} - 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{"is_finished":false,"event_type":"text-generation","text":" you"} - {"is_finished":false,"event_type":"text-generation","text":"''d"} + event: content-delta - {"is_finished":false,"event_type":"text-generation","text":" like"} + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":" + waiting"}}}} - {"is_finished":false,"event_type":"text-generation","text":" more"} - {"is_finished":false,"event_type":"text-generation","text":" generated"} + event: content-delta - {"is_finished":false,"event_type":"text-generation","text":" content"} + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":" + to"}}}} - {"is_finished":false,"event_type":"text-generation","text":" about"} - {"is_finished":false,"event_type":"text-generation","text":" clothing"} + event: content-delta - {"is_finished":false,"event_type":"text-generation","text":" accessories"} + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":" + be"}}}} - {"is_finished":false,"event_type":"text-generation","text":" or"} - {"is_finished":false,"event_type":"text-generation","text":" have"} + event: content-delta - {"is_finished":false,"event_type":"text-generation","text":" something"} + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":" + had"}}}} - {"is_finished":false,"event_type":"text-generation","text":" specific"} - {"is_finished":false,"event_type":"text-generation","text":" in"} + event: content-delta - {"is_finished":false,"event_type":"text-generation","text":" mind"} + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":".\""}}}} - {"is_finished":false,"event_type":"text-generation","text":" you"} - {"is_finished":false,"event_type":"text-generation","text":"''d"} + event: content-end - {"is_finished":false,"event_type":"text-generation","text":" like"} + data: {"type":"content-end","index":0} - {"is_finished":false,"event_type":"text-generation","text":" me"} - {"is_finished":false,"event_type":"text-generation","text":" to"} + event: message-end - {"is_finished":false,"event_type":"text-generation","text":" write"} + data: {"type":"message-end","delta":{"finish_reason":"COMPLETE","usage":{"billed_units":{"input_tokens":12,"output_tokens":57},"tokens":{"input_tokens":212,"output_tokens":57},"cached_tokens":208}}} - {"is_finished":false,"event_type":"text-generation","text":" about"} - {"is_finished":false,"event_type":"text-generation","text":"."} + data: [DONE] - {"is_finished":true,"event_type":"stream-end","response":{"response_id":"193a948e-609e-49ce-b44e-b045401bfec8","text":"Here - is some random, poetic text about colorful socks: \n\n\"Behold, a symphony - of hues on your feet. A party of pinks, a parade of purples, a symphony of - blues, and a kaleidoscope of colors dance before you, evoking feelings of - joy and invoking thoughts ofTie-dye and rainbow socks bring a burst of energy - and a playful vibe to your wardrobe. They are a bold fashion statement and - a fun way to express your unique style and personality!\" \n\nI hope these - two lines brighten your day and inspire you to don some colorful socks with - joy! Let me know if you''d like more generated content about clothing accessories - or have something specific in mind you''d like me to write about.","generation_id":"74c2464b-0dc4-4f1c-bd65-2e745729624e","chat_history":[{"role":"USER","message":"write - 2 lines of random text about $colorful socks"},{"role":"CHATBOT","message":"Here - is some random, poetic text about colorful socks: \n\n\"Behold, a symphony - of hues on your feet. A party of pinks, a parade of purples, a symphony of - blues, and a kaleidoscope of colors dance before you, evoking feelings of - joy and invoking thoughts ofTie-dye and rainbow socks bring a burst of energy - and a playful vibe to your wardrobe. They are a bold fashion statement and - a fun way to express your unique style and personality!\" \n\nI hope these - two lines brighten your day and inspire you to don some colorful socks with - joy! Let me know if you''d like more generated content about clothing accessories - or have something specific in mind you''d like me to write about."}],"finish_reason":"COMPLETE","meta":{"api_version":{"version":"1"},"billed_units":{"input_tokens":11,"output_tokens":147},"tokens":{"input_tokens":73,"output_tokens":148}}},"finish_reason":"COMPLETE"} ' headers: @@ -351,11 +383,11 @@ interactions: cache-control: - no-cache, no-store, no-transform, must-revalidate, private, max-age=0 content-type: - - application/stream+json + - text/event-stream date: - - Mon, 01 Jul 2024 18:20:48 GMT + - Sat, 17 Jan 2026 18:15:24 GMT expires: - - Thu, 01 Jan 1970 00:00:00 UTC + - Thu, 01 Jan 1970 00:00:00 GMT pragma: - no-cache server: @@ -365,15 +397,15 @@ interactions: x-accel-expires: - '0' x-debug-trace-id: - - 3e99cb6a16ac1aff1f7f998113e6ef71 + - bf0a948a7620c21522b22065d32b9a7e x-endpoint-monthly-call-limit: - '1000' x-envoy-upstream-service-time: - - '117' + - '82' x-trial-endpoint-call-limit: - - '10' + - '20' x-trial-endpoint-call-remaining: - - '8' + - '15' status: code: 200 message: OK diff --git a/packages/opentelemetry-instrumentation-langchain/tests/cassettes/test_chains/test_stream.yaml b/packages/opentelemetry-instrumentation-langchain/tests/cassettes/test_chains/test_stream.yaml index edb4139cd4..6f539143a7 100644 --- a/packages/opentelemetry-instrumentation-langchain/tests/cassettes/test_chains/test_stream.yaml +++ b/packages/opentelemetry-instrumentation-langchain/tests/cassettes/test_chains/test_stream.yaml @@ -1,168 +1,407 @@ interactions: - request: - body: '{"message": "write 2 lines of random text about $colorful socks", "model": - "command", "chat_history": [], "temperature": 0.75, "stream": true}' + body: '{"model":"command-r-08-2024","messages":[{"role":"user","content":"write + 2 lines of random text about $colorful socks"}],"temperature":0.75,"stream":true}' headers: - accept: + Accept: - '*/*' - accept-encoding: - - gzip, deflate - connection: + Accept-Encoding: + - gzip, deflate, zstd + Connection: - keep-alive - content-length: - - '142' - content-type: - - application/json - host: + Content-Length: + - '154' + Host: - api.cohere.com - user-agent: - - python-httpx/0.27.0 - x-client-name: + User-Agent: + - cohere/5.20.1 + X-Client-Name: - langchain:partner - x-fern-language: + X-Fern-Language: - Python - x-fern-sdk-name: + X-Fern-SDK-Name: - cohere - x-fern-sdk-version: - - 5.5.8 + X-Fern-SDK-Version: + - 5.20.1 + content-type: + - application/json method: POST - uri: https://api.cohere.com/v1/chat + uri: https://api.cohere.com/v2/chat response: body: - string: '{"is_finished":false,"event_type":"stream-start","generation_id":"582d2f4e-4fb9-4de1-ad9b-a85b8b86edea"} + string: 'event: message-start + + data: {"id":"c2d2a589-8466-4e4c-891d-7b14035dd44e","type":"message-start","delta":{"message":{"role":"assistant","content":[],"tool_plan":"","tool_calls":[],"citations":[]}}} + + + event: content-start + + data: 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'1000' x-envoy-upstream-service-time: - - '156' + - '84' x-trial-endpoint-call-limit: - - '10' + - '20' x-trial-endpoint-call-remaining: - - '9' + - '19' status: code: 200 message: OK diff --git a/packages/opentelemetry-instrumentation-langchain/tests/cassettes/test_chains/test_stream_with_events_with_no_content.yaml b/packages/opentelemetry-instrumentation-langchain/tests/cassettes/test_chains/test_stream_with_events_with_no_content.yaml index edb4139cd4..c34f1e4284 100644 --- a/packages/opentelemetry-instrumentation-langchain/tests/cassettes/test_chains/test_stream_with_events_with_no_content.yaml +++ b/packages/opentelemetry-instrumentation-langchain/tests/cassettes/test_chains/test_stream_with_events_with_no_content.yaml @@ -1,168 +1,331 @@ interactions: - request: - body: '{"message": "write 2 lines of random text about $colorful socks", "model": - "command", "chat_history": [], "temperature": 0.75, "stream": true}' + body: '{"model":"command-r-08-2024","messages":[{"role":"user","content":"write + 2 lines of random text about $colorful socks"}],"temperature":0.75,"stream":true}' headers: - 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{"is_finished":false,"event_type":"text-generation","text":"Wearing"} + event: content-delta - {"is_finished":false,"event_type":"text-generation","text":" colorful"} + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":" + and"}}}} - {"is_finished":false,"event_type":"text-generation","text":" socks"} - {"is_finished":false,"event_type":"text-generation","text":" is"} + event: content-delta - {"is_finished":false,"event_type":"text-generation","text":" a"} + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":" + hues"}}}} - {"is_finished":false,"event_type":"text-generation","text":" great"} - {"is_finished":false,"event_type":"text-generation","text":" way"} + event: content-delta - {"is_finished":false,"event_type":"text-generation","text":" to"} + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":","}}}} - {"is_finished":false,"event_type":"text-generation","text":" show"} - {"is_finished":false,"event_type":"text-generation","text":" off"} + event: content-delta - 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{"is_finished":false,"event_type":"text-generation","text":" colors"} - {"is_finished":false,"event_type":"text-generation","text":","} + event: content-delta - {"is_finished":false,"event_type":"text-generation","text":" prefer"} + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":" + way"}}}} - {"is_finished":false,"event_type":"text-generation","text":" more"} - {"is_finished":false,"event_type":"text-generation","text":" subtle"} + event: content-delta - {"is_finished":false,"event_type":"text-generation","text":" shades"} + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":" + to"}}}} - {"is_finished":false,"event_type":"text-generation","text":","} - {"is_finished":false,"event_type":"text-generation","text":" or"} + event: content-delta - {"is_finished":false,"event_type":"text-generation","text":" even"} + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":" + express"}}}} - {"is_finished":false,"event_type":"text-generation","text":" opt"} - 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{"is_finished":false,"event_type":"text-generation","text":" yourself"} + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":" + make"}}}} - {"is_finished":false,"event_type":"text-generation","text":"."} - {"is_finished":false,"event_type":"text-generation","text":" \nThey"} + event: content-delta - {"is_finished":false,"event_type":"text-generation","text":" can"} + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":" + a"}}}} - {"is_finished":false,"event_type":"text-generation","text":" be"} - {"is_finished":false,"event_type":"text-generation","text":" a"} + event: content-delta - {"is_finished":false,"event_type":"text-generation","text":" fantastic"} + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":" + bold"}}}} - {"is_finished":false,"event_type":"text-generation","text":" conversation"} - {"is_finished":false,"event_type":"text-generation","text":" starter"} + event: content-delta - {"is_finished":false,"event_type":"text-generation","text":","} + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":" + statement"}}}} - {"is_finished":false,"event_type":"text-generation","text":" so"} - {"is_finished":false,"event_type":"text-generation","text":" get"} + event: content-delta - {"is_finished":false,"event_type":"text-generation","text":" out"} + data: {"type":"content-delta","index":0,"delta":{"message":{"content":{"text":"."}}}} - {"is_finished":false,"event_type":"text-generation","text":" there"} - {"is_finished":false,"event_type":"text-generation","text":" and"} + event: content-end - {"is_finished":false,"event_type":"text-generation","text":" show"} + data: {"type":"content-end","index":0} - {"is_finished":false,"event_type":"text-generation","text":" off"} - {"is_finished":false,"event_type":"text-generation","text":" those"} + event: message-end - {"is_finished":false,"event_type":"text-generation","text":" colorful"} + data: {"type":"message-end","delta":{"finish_reason":"COMPLETE","usage":{"billed_units":{"input_tokens":12,"output_tokens":47},"tokens":{"input_tokens":212,"output_tokens":47},"cached_tokens":208}}} - {"is_finished":false,"event_type":"text-generation","text":" socks"} - {"is_finished":false,"event_type":"text-generation","text":"!"} + data: [DONE] - {"is_finished":true,"event_type":"stream-end","response":{"response_id":"00f83ba6-07e1-4af8-9107-a44cc43ddabe","text":"Wearing - colorful socks is a great way to show off your personality. Whether you''re - into bright and bold colors, prefer more subtle shades, or even opt for patterns, - it is a great way to express yourself. \nThey can be a fantastic conversation - starter, so get out there and show off those colorful socks!","generation_id":"582d2f4e-4fb9-4de1-ad9b-a85b8b86edea","chat_history":[{"role":"USER","message":"write - 2 lines of random text about $colorful socks"},{"role":"CHATBOT","message":"Wearing - colorful socks is a great way to show off your personality. Whether you''re - into bright and bold colors, prefer more subtle shades, or even opt for patterns, - it is a great way to express yourself. \nThey can be a fantastic conversation - starter, so get out there and show off those colorful socks!"}],"finish_reason":"COMPLETE","meta":{"api_version":{"version":"1"},"billed_units":{"input_tokens":11,"output_tokens":64},"tokens":{"input_tokens":73,"output_tokens":64}}},"finish_reason":"COMPLETE"} ' headers: @@ -177,11 +340,11 @@ interactions: cache-control: - no-cache, no-store, no-transform, must-revalidate, private, max-age=0 content-type: - - application/stream+json + - text/event-stream date: - - Mon, 01 Jul 2024 18:19:51 GMT + - Sat, 17 Jan 2026 18:14:44 GMT expires: - - Thu, 01 Jan 1970 00:00:00 UTC + - Thu, 01 Jan 1970 00:00:00 GMT pragma: - no-cache server: @@ -191,15 +354,15 @@ interactions: x-accel-expires: - '0' x-debug-trace-id: - - 679de51dd5abce63bb90ca3858bf9cf7 + - 2ce3b874eb86923509700b6b67c31b05 x-endpoint-monthly-call-limit: - '1000' x-envoy-upstream-service-time: - - '156' + - '491' x-trial-endpoint-call-limit: - - '10' + - '20' x-trial-endpoint-call-remaining: - - '9' + - '18' status: code: 200 message: OK diff --git a/packages/opentelemetry-instrumentation-langchain/tests/cassettes/test_documents_chains/test_sequential_chain.yaml b/packages/opentelemetry-instrumentation-langchain/tests/cassettes/test_documents_chains/test_sequential_chain.yaml index 5b2a40c3fe..5fa2127ae2 100644 --- a/packages/opentelemetry-instrumentation-langchain/tests/cassettes/test_documents_chains/test_sequential_chain.yaml +++ b/packages/opentelemetry-instrumentation-langchain/tests/cassettes/test_documents_chains/test_sequential_chain.yaml @@ -1,140 +1,105 @@ interactions: - request: - body: '{"message": "Write a concise summary of the following:\n\n\n\"Today, all - ridges and faces of the Matterhorn have been ascended in all seasons,\n and - mountain guides take a large number of people up the northeast H\u00f6rnli route\n each - summer. In total, up to 150 climbers attempt the Matterhorn each day during\n summer. - By modern standards, the climb is fairly difficult (AD Difficulty rating),\n but - not hard for skilled mountaineers according to French climbing grades. There\n are - fixed ropes on parts of the route to help. Still, it should be remembered that\n several - climbers may die on the mountain each year.\n The usual pattern of ascent - is to take the Schwarzsee cable car up from Zermatt,\n hike up to the H\u00f6rnli - Hut elev. 3,260 m (10,700 ft), a large stone building at the\n base of the - main ridge, and spend the night. The next day, climbers rise at 3:30 am\n so - as to reach the summit and descend before the regular afternoon clouds and storms\n come - in. The Solvay Hut located on the ridge at 4,003 m (13,133 ft) can be used only\n in - a case of emergency.\n Other popular routes on the mountain include the Italian - (Lion) ridge (AD+ Difficulty\n rating) and the Zmutt ridge (D Difficulty - rating). The four faces, as well as the\n Furggen ridge, constitute the most - challenging routes to the summit. The north face\n is amongst the six most - difficult faces of the Alps, as well as \u2018The Trilogy\u2019, the\n three - hardest of the six, along with the north faces of the Eiger and the Grandes\n Jorasses - (TD+ Difficulty rating).\"\n\n\nCONCISE SUMMARY:", "stream": false, "model": - "command", "chat_history": [], "temperature": 0.75}' + body: "{\"model\":\"command-r-08-2024\",\"messages\":[{\"role\":\"user\",\"content\":\"Write + a concise summary of the following:\\n\\n\\n\\\"Today, all ridges and faces + of the Matterhorn have been ascended in all seasons,\\n and mountain guides + take a large number of people up the northeast H\xF6rnli route\\n each summer. + In total, up to 150 climbers attempt the Matterhorn each day during\\n summer. + By modern standards, the climb is fairly difficult (AD Difficulty rating),\\n + \ but not hard for skilled mountaineers according to French climbing grades. + There\\n are fixed ropes on parts of the route to help. Still, it should + be remembered that\\n several climbers may die on the mountain each year.\\n + \ The usual pattern of ascent is to take the Schwarzsee cable car up from + Zermatt,\\n hike up to the H\xF6rnli Hut elev. 3,260 m (10,700 ft), a large + stone building at the\\n base of the main ridge, and spend the night. The + next day, climbers rise at 3:30 am\\n so as to reach the summit and descend + before the regular afternoon clouds and storms\\n come in. The Solvay Hut + located on the ridge at 4,003 m (13,133 ft) can be used only\\n in a case + of emergency.\\n Other popular routes on the mountain include the Italian + (Lion) ridge (AD+ Difficulty\\n rating) and the Zmutt ridge (D Difficulty + rating). The four faces, as well as the\\n Furggen ridge, constitute the + most challenging routes to the summit. The north face\\n is amongst the six + most difficult faces of the Alps, as well as \u2018The Trilogy\u2019, the\\n + \ three hardest of the six, along with the north faces of the Eiger and the + Grandes\\n Jorasses (TD+ Difficulty rating).\\\"\\n\\n\\nCONCISE SUMMARY:\"}],\"temperature\":0.75,\"stream\":false}" headers: - accept: + Accept: - '*/*' - accept-encoding: - - gzip, deflate - connection: + Accept-Encoding: + - gzip, deflate, zstd + Connection: - keep-alive - content-length: - - '1709' - content-type: - - application/json - host: + Content-Length: + - '1707' + Host: - api.cohere.com - user-agent: - - python-httpx/0.27.0 - x-client-name: + User-Agent: + - cohere/5.20.1 + X-Client-Name: - langchain:partner - x-fern-language: + X-Fern-Language: - Python - x-fern-sdk-name: + X-Fern-SDK-Name: - cohere - x-fern-sdk-version: - - 5.5.3 + X-Fern-SDK-Version: + - 5.20.1 + content-type: + - application/json method: POST - uri: https://api.cohere.com/v1/chat + uri: https://api.cohere.com/v2/chat response: body: - string: "{\"response_id\":\"aaef5a62-6db8-436b-b291-a560d69d5188\",\"text\":\"The - Matterhorn, a mountain in the Alps, is a popular climbing destination, with - up to 150 climbers attempting the summit each day during the summer months. - Several climbing routes are available, ranging from moderately difficult (AD - Difficulty rating) to challenging (D Difficulty rating) and requiring skill - and preparedness. Fixed ropes are in place on some routes to assist climbers. - While the climb is achievable for skilled mountaineers, it is important to - note that it is not without risk, and several climbers may die on the mountain - each year. Hikers typically spend the night at the H\xF6rnli Hut before ascending - to the summit the following day and descending before afternoon clouds and - storms roll in. The Matterhorn's north face is renowned for its difficulty - and is considered one of the six most challenging faces of the Alps. Overall, - the Matterhorn presents a range of climbing opportunities for experienced - and aspiring mountaineers.\",\"generation_id\":\"73f5de94-ec1a-4633-86a4-491494401978\",\"chat_history\":[{\"role\":\"USER\",\"message\":\"Write - a concise summary of the following:\\n\\n\\n\\\"Today, all ridges and faces - of the Matterhorn have been ascended in all seasons,\\n and mountain guides - take a large number of people up the northeast H\xF6rnli route\\n each - summer. In total, up to 150 climbers attempt the Matterhorn each day during\\n - \ summer. By modern standards, the climb is fairly difficult (AD Difficulty - rating),\\n but not hard for skilled mountaineers according to French climbing - grades. There\\n are fixed ropes on parts of the route to help. Still, - it should be remembered that\\n several climbers may die on the mountain - each year.\\n The usual pattern of ascent is to take the Schwarzsee cable - car up from Zermatt,\\n hike up to the H\xF6rnli Hut elev. 3,260 m (10,700 - ft), a large stone building at the\\n base of the main ridge, and spend - the night. The next day, climbers rise at 3:30 am\\n so as to reach the - summit and descend before the regular afternoon clouds and storms\\n come - in. The Solvay Hut located on the ridge at 4,003 m (13,133 ft) can be used - only\\n in a case of emergency.\\n Other popular routes on the mountain - include the Italian (Lion) ridge (AD+ Difficulty\\n rating) and the Zmutt - ridge (D Difficulty rating). The four faces, as well as the\\n Furggen - ridge, constitute the most challenging routes to the summit. The north face\\n - \ is amongst the six most difficult faces of the Alps, as well as \u2018The - Trilogy\u2019, the\\n three hardest of the six, along with the north faces - of the Eiger and the Grandes\\n Jorasses (TD+ Difficulty rating).\\\"\\n\\n\\nCONCISE - SUMMARY:\"},{\"role\":\"CHATBOT\",\"message\":\"The Matterhorn, a mountain - in the Alps, is a popular climbing destination, with up to 150 climbers attempting - the summit each day during the summer months. Several climbing routes are - available, ranging from moderately difficult (AD Difficulty rating) to challenging - (D Difficulty rating) and requiring skill and preparedness. Fixed ropes are - in place on some routes to assist climbers. While the climb is achievable - for skilled mountaineers, it is important to note that it is not without risk, - and several climbers may die on the mountain each year. Hikers typically spend - the night at the H\xF6rnli Hut before ascending to the summit the following - day and descending before afternoon clouds and storms roll in. The Matterhorn's - north face is renowned for its difficulty and is considered one of the six - most challenging faces of the Alps. 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In total, up to 150 climbers attempt the Matterhorn each day during\n summer. - By modern standards, the climb is fairly difficult (AD Difficulty rating),\n but - not hard for skilled mountaineers according to French climbing grades. There\n are - fixed ropes on parts of the route to help. Still, it should be remembered that\n several - climbers may die on the mountain each year.\n The usual pattern of ascent - is to take the Schwarzsee cable car up from Zermatt,\n hike up to the H\u00f6rnli - Hut elev. 3,260 m (10,700 ft), a large stone building at the\n base of the - main ridge, and spend the night. The next day, climbers rise at 3:30 am\n so - as to reach the summit and descend before the regular afternoon clouds and storms\n come - in. The Solvay Hut located on the ridge at 4,003 m (13,133 ft) can be used only\n in - a case of emergency.\n Other popular routes on the mountain include the Italian - (Lion) ridge (AD+ Difficulty\n rating) and the Zmutt ridge (D Difficulty - rating). The four faces, as well as the\n Furggen ridge, constitute the most - challenging routes to the summit. 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Still, it should + be remembered that\\n several climbers may die on the mountain each year.\\n + \ The usual pattern of ascent is to take the Schwarzsee cable car up from + Zermatt,\\n hike up to the H\xF6rnli Hut elev. 3,260 m (10,700 ft), a large + stone building at the\\n base of the main ridge, and spend the night. The + next day, climbers rise at 3:30 am\\n so as to reach the summit and descend + before the regular afternoon clouds and storms\\n come in. The Solvay Hut + located on the ridge at 4,003 m (13,133 ft) can be used only\\n in a case + of emergency.\\n Other popular routes on the mountain include the Italian + (Lion) ridge (AD+ Difficulty\\n rating) and the Zmutt ridge (D Difficulty + rating). The four faces, as well as the\\n Furggen ridge, constitute the + most challenging routes to the summit. 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Fixed ropes are in place on some routes to assist climbers. - While the climb is achievable for skilled mountaineers, it is important to - note that it is not without risk, and several climbers may die on the mountain - each year. Hikers typically spend the night at the H\xF6rnli Hut before ascending - to the summit the following day and descending before afternoon clouds and - storms roll in. The Matterhorn's north face is renowned for its difficulty - and is considered one of the six most challenging faces of the Alps. Overall, - the Matterhorn presents a range of climbing opportunities for experienced - and aspiring mountaineers.\",\"generation_id\":\"73f5de94-ec1a-4633-86a4-491494401978\",\"chat_history\":[{\"role\":\"USER\",\"message\":\"Write - a concise summary of the following:\\n\\n\\n\\\"Today, all ridges and faces - of the Matterhorn have been ascended in all seasons,\\n and mountain guides - take a large number of people up the northeast H\xF6rnli route\\n each - summer. 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The Solvay Hut located on the ridge at 4,003 m (13,133 ft) can be used - only\\n in a case of emergency.\\n Other popular routes on the mountain - include the Italian (Lion) ridge (AD+ Difficulty\\n rating) and the Zmutt - ridge (D Difficulty rating). The four faces, as well as the\\n Furggen - ridge, constitute the most challenging routes to the summit. The north face\\n - \ is amongst the six most difficult faces of the Alps, as well as \u2018The - Trilogy\u2019, the\\n three hardest of the six, along with the north faces - of the Eiger and the Grandes\\n Jorasses (TD+ Difficulty rating).\\\"\\n\\n\\nCONCISE - SUMMARY:\"},{\"role\":\"CHATBOT\",\"message\":\"The Matterhorn, a mountain - in the Alps, is a popular climbing destination, with up to 150 climbers attempting - the summit each day during the summer months. Several climbing routes are - available, ranging from moderately difficult (AD Difficulty rating) to challenging - (D Difficulty rating) and requiring skill and preparedness. Fixed ropes are - in place on some routes to assist climbers. While the climb is achievable - for skilled mountaineers, it is important to note that it is not without risk, - and several climbers may die on the mountain each year. Hikers typically spend - the night at the H\xF6rnli Hut before ascending to the summit the following - day and descending before afternoon clouds and storms roll in. The Matterhorn's - north face is renowned for its difficulty and is considered one of the six - most challenging faces of the Alps. 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In total, up to 150 climbers attempt the Matterhorn each day during\n summer. - By modern standards, the climb is fairly difficult (AD Difficulty rating),\n but - not hard for skilled mountaineers according to French climbing grades. There\n are - fixed ropes on parts of the route to help. Still, it should be remembered that\n several - climbers may die on the mountain each year.\n The usual pattern of ascent - is to take the Schwarzsee cable car up from Zermatt,\n hike up to the H\u00f6rnli - Hut elev. 3,260 m (10,700 ft), a large stone building at the\n base of the - main ridge, and spend the night. The next day, climbers rise at 3:30 am\n so - as to reach the summit and descend before the regular afternoon clouds and storms\n come - in. The Solvay Hut located on the ridge at 4,003 m (13,133 ft) can be used only\n in - a case of emergency.\n Other popular routes on the mountain include the Italian - (Lion) ridge (AD+ Difficulty\n rating) and the Zmutt ridge (D Difficulty - rating). The four faces, as well as the\n Furggen ridge, constitute the most - challenging routes to the summit. 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Still, it should + be remembered that\\n several climbers may die on the mountain each year.\\n + \ The usual pattern of ascent is to take the Schwarzsee cable car up from + Zermatt,\\n hike up to the H\xF6rnli Hut elev. 3,260 m (10,700 ft), a large + stone building at the\\n base of the main ridge, and spend the night. The + next day, climbers rise at 3:30 am\\n so as to reach the summit and descend + before the regular afternoon clouds and storms\\n come in. The Solvay Hut + located on the ridge at 4,003 m (13,133 ft) can be used only\\n in a case + of emergency.\\n Other popular routes on the mountain include the Italian + (Lion) ridge (AD+ Difficulty\\n rating) and the Zmutt ridge (D Difficulty + rating). The four faces, as well as the\\n Furggen ridge, constitute the + most challenging routes to the summit. 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chat = ChatCohere(model="command", temperature=0.75) + chat = ChatCohere(model="command-r-08-2024", temperature=0.75) prompt = PromptTemplate.from_template( "write 2 lines of random text about ${product}" ) @@ -616,7 +616,7 @@ def test_stream(instrument_legacy, span_exporter, log_exporter): "RunnableSequence.workflow", ] ) == set([span.name for span in spans]) - assert len(chunks) == 62 + assert len(chunks) == 61 logs = log_exporter.get_finished_logs() assert ( @@ -628,7 +628,7 @@ def test_stream(instrument_legacy, span_exporter, log_exporter): def test_stream_with_events_with_content( instrument_with_content, span_exporter, log_exporter ): - chat = ChatCohere(model="command", temperature=0.75) + chat = ChatCohere(model="command-r-08-2024", temperature=0.75) prompt_template = "write 2 lines of random text about ${product}" prompt = PromptTemplate.from_template(prompt_template) runnable = prompt | chat | StrOutputParser() @@ -644,7 +644,7 @@ def test_stream_with_events_with_content( "RunnableSequence.workflow", ] ) == set([span.name for span in spans]) - assert len(chunks) == 62 + assert len(chunks) == 37 logs = log_exporter.get_finished_logs() assert len(logs) == 2 @@ -658,20 +658,20 @@ def test_stream_with_events_with_content( }, ) - # Validate AI choice Event - _choice_event = { - "index": 0, - "finish_reason": "unknown", - "message": {"content": "".join(chunks)}, - } - assert_message_in_logs(logs[1], "gen_ai.choice", _choice_event) + # Validate AI choice Event - check key attributes, finish_reason varies by model + choice_log = logs[1] + assert choice_log.log_record.event_name == "gen_ai.choice" + choice_body = dict(choice_log.log_record.body) + assert choice_body["index"] == 0 + assert "finish_reason" in choice_body + assert choice_body["message"]["content"] == "".join(chunks) @pytest.mark.vcr def test_stream_with_events_with_no_content( instrument_with_no_content, span_exporter, log_exporter ): - chat = ChatCohere(model="command", temperature=0.75) + chat = ChatCohere(model="command-r-08-2024", temperature=0.75) prompt = PromptTemplate.from_template( "write 2 lines of random text about ${product}" ) @@ -688,7 +688,7 @@ def test_stream_with_events_with_no_content( "RunnableSequence.workflow", ] ) == set([span.name for span in spans]) - assert len(chunks) == 62 + assert len(chunks) == 48 logs = log_exporter.get_finished_logs() assert len(logs) == 2 @@ -696,15 +696,19 @@ def test_stream_with_events_with_no_content( # Validate user message Event assert_message_in_logs(logs[0], "gen_ai.user.message", {}) - # Validate AI choice Event - _choice_event = {"index": 0, "finish_reason": "unknown", "message": {}} - assert_message_in_logs(logs[1], "gen_ai.choice", _choice_event) + # Validate AI choice Event - check key attributes, finish_reason varies by model + choice_log = logs[1] + assert choice_log.log_record.event_name == "gen_ai.choice" + choice_body = dict(choice_log.log_record.body) + assert choice_body["index"] == 0 + assert "finish_reason" in choice_body + assert choice_body["message"] == {} @pytest.mark.vcr @pytest.mark.asyncio async def test_astream(instrument_legacy, span_exporter, log_exporter): - chat = ChatCohere(model="command", temperature=0.75) + chat = ChatCohere(model="command-r-08-2024", temperature=0.75) prompt = PromptTemplate.from_template( "write 2 lines of random text about ${product}" ) @@ -723,7 +727,7 @@ async def test_astream(instrument_legacy, span_exporter, log_exporter): "RunnableSequence.workflow", ] ) == set([span.name for span in spans]) - assert len(chunks) == 144 + assert len(chunks) == 62 logs = log_exporter.get_finished_logs() assert ( @@ -736,7 +740,7 @@ async def test_astream(instrument_legacy, span_exporter, log_exporter): async def test_astream_with_events_with_content( instrument_with_content, span_exporter, log_exporter ): - chat = ChatCohere(model="command", temperature=0.75) + chat = ChatCohere(model="command-r-08-2024", temperature=0.75) prompt_template = "write 2 lines of random text about ${product}" prompt = PromptTemplate.from_template(prompt_template) runnable = prompt | chat | StrOutputParser() @@ -754,7 +758,7 @@ async def test_astream_with_events_with_content( "RunnableSequence.workflow", ] ) == set([span.name for span in spans]) - assert len(chunks) == 144 + assert len(chunks) == 48 logs = log_exporter.get_finished_logs() assert len(logs) == 2 @@ -780,7 +784,7 @@ async def test_astream_with_events_with_content( async def test_astream_with_events_with_no_content( instrument_with_no_content, span_exporter, log_exporter ): - chat = ChatCohere(model="command", temperature=0.75) + chat = ChatCohere(model="command-r-08-2024", temperature=0.75) prompt = PromptTemplate.from_template( "write 2 lines of random text about ${product}" ) @@ -799,7 +803,7 @@ async def test_astream_with_events_with_no_content( "RunnableSequence.workflow", ] ) == set([span.name for span in spans]) - assert len(chunks) == 144 + assert len(chunks) == 56 logs = log_exporter.get_finished_logs() assert len(logs) == 2 diff --git a/packages/opentelemetry-instrumentation-langchain/tests/test_documents_chains.py b/packages/opentelemetry-instrumentation-langchain/tests/test_documents_chains.py index 2d5fd66611..b56af25dbd 100644 --- a/packages/opentelemetry-instrumentation-langchain/tests/test_documents_chains.py +++ b/packages/opentelemetry-instrumentation-langchain/tests/test_documents_chains.py @@ -1,8 +1,8 @@ import json import pytest -from langchain.chains.summarize import load_summarize_chain -from langchain.text_splitter import CharacterTextSplitter +from langchain_classic.chains.summarize import load_summarize_chain +from langchain_text_splitters import CharacterTextSplitter from langchain_cohere import ChatCohere from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( @@ -41,7 +41,7 @@ def test_sequential_chain(instrument_legacy, span_exporter, log_exporter): INPUT_TEXT, ] ) - llm = ChatCohere(model="command", temperature=0.75) + llm = ChatCohere(model="command-r-08-2024", temperature=0.75) chain = load_summarize_chain(llm, chain_type="stuff").with_config( run_name="stuff_chain" ) @@ -78,7 +78,7 @@ def test_sequential_chain_with_events_with_content( INPUT_TEXT, ] ) - llm = ChatCohere(model="command", temperature=0.75) + llm = ChatCohere(model="command-r-08-2024", temperature=0.75) chain = load_summarize_chain(llm, chain_type="stuff").with_config( run_name="stuff_chain" ) @@ -106,13 +106,13 @@ def test_sequential_chain_with_events_with_content( }, ) - # Validate AI choice Event - _choice_event = { - "index": 0, - "finish_reason": "unknown", - "message": {"content": response["output_text"]}, - } - assert_message_in_logs(logs[1], "gen_ai.choice", _choice_event) + # Validate AI choice Event - check key attributes, finish_reason varies by model + choice_log = logs[1] + assert choice_log.log_record.event_name == "gen_ai.choice" + choice_body = dict(choice_log.log_record.body) + assert choice_body["index"] == 0 + assert "finish_reason" in choice_body + assert choice_body["message"]["content"] == response["output_text"] @pytest.mark.vcr @@ -124,7 +124,7 @@ def test_sequential_chain_with_events_with_no_content( INPUT_TEXT, ] ) - llm = ChatCohere(model="command", temperature=0.75) + llm = ChatCohere(model="command-r-08-2024", temperature=0.75) chain = load_summarize_chain(llm, chain_type="stuff").with_config( run_name="stuff_chain" ) @@ -144,9 +144,13 @@ def test_sequential_chain_with_events_with_no_content( # Validate user message Event assert_message_in_logs(logs[0], "gen_ai.user.message", {}) - # Validate AI choice Event - choice_event = {"index": 0, "finish_reason": "unknown", "message": {}} - assert_message_in_logs(logs[1], "gen_ai.choice", choice_event) + # Validate AI choice Event - check key attributes, finish_reason varies by model + choice_log = logs[1] + assert choice_log.log_record.event_name == "gen_ai.choice" + choice_body = dict(choice_log.log_record.body) + assert choice_body["index"] == 0 + assert "finish_reason" in choice_body + assert choice_body["message"] == {} def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): diff --git a/packages/opentelemetry-instrumentation-langchain/tests/test_lcel.py b/packages/opentelemetry-instrumentation-langchain/tests/test_lcel.py index 4198b806b7..0d3d39261c 100644 --- a/packages/opentelemetry-instrumentation-langchain/tests/test_lcel.py +++ b/packages/opentelemetry-instrumentation-langchain/tests/test_lcel.py @@ -2,10 +2,10 @@ import json import pytest -from langchain.output_parsers.openai_functions import JsonOutputFunctionsParser -from langchain.prompts import ChatPromptTemplate, PromptTemplate -from langchain.schema import StrOutputParser -from langchain_core.utils.function_calling import ( +from langchain_core.output_parsers.openai_functions import JsonOutputFunctionsParser +from langchain_core.prompts import ChatPromptTemplate, PromptTemplate +from langchain_core.output_parsers import StrOutputParser +from langchain_community.utils.openai_functions import ( convert_pydantic_to_openai_function, ) from langchain_openai import ChatOpenAI diff --git a/packages/opentelemetry-instrumentation-langchain/tests/test_llms.py b/packages/opentelemetry-instrumentation-langchain/tests/test_llms.py index c24fb2475f..c8c92e80d2 100644 --- a/packages/opentelemetry-instrumentation-langchain/tests/test_llms.py +++ b/packages/opentelemetry-instrumentation-langchain/tests/test_llms.py @@ -4,8 +4,8 @@ import boto3 import httpx import pytest -from langchain.output_parsers.openai_functions import JsonOutputFunctionsParser -from langchain.prompts import ChatPromptTemplate +from langchain_core.output_parsers.openai_functions import JsonOutputFunctionsParser +from langchain_core.prompts import ChatPromptTemplate from langchain_anthropic import ChatAnthropic from langchain_aws import ChatBedrock from langchain_community.llms.huggingface_text_gen_inference import ( @@ -673,33 +673,18 @@ def test_anthropic(instrument_legacy, span_exporter, log_exporter): output = json.loads( workflow_span.attributes[SpanAttributes.TRACELOOP_ENTITY_OUTPUT] ) - # We need to remove the id from the output because it is random - assert {k: v for k, v in output["outputs"]["kwargs"].items() if k != "id"} == { - "content": "Why can't a bicycle stand up by itself? Because it's two-tired!", - "invalid_tool_calls": [], - "response_metadata": { - "id": "msg_017fMG9SRDFTBhcD1ibtN1nK", - "model": "claude-2.1", - "model_name": "claude-2.1", - "stop_reason": "end_turn", - "stop_sequence": None, - "usage": { - "cache_creation_input_tokens": None, - "cache_read_input_tokens": None, - "input_tokens": 19, - "output_tokens": 22, - "server_tool_use": None, - }, - }, - "tool_calls": [], - "type": "ai", - "usage_metadata": { - "input_token_details": {}, - "input_tokens": 19, - "output_tokens": 22, - "total_tokens": 41, - }, - } + # We check essential fields instead of exact match due to library version differences + output_kwargs = output["outputs"]["kwargs"] + assert output_kwargs["content"] == "Why can't a bicycle stand up by itself? Because it's two-tired!" + assert output_kwargs["invalid_tool_calls"] == [] + assert output_kwargs["tool_calls"] == [] + assert output_kwargs["type"] == "ai" + assert output_kwargs["response_metadata"]["id"] == "msg_017fMG9SRDFTBhcD1ibtN1nK" + assert output_kwargs["response_metadata"]["model"] == "claude-2.1" + assert output_kwargs["response_metadata"]["model_name"] == "claude-2.1" + assert output_kwargs["usage_metadata"]["input_tokens"] == 19 + assert output_kwargs["usage_metadata"]["output_tokens"] == 22 + assert output_kwargs["usage_metadata"]["total_tokens"] == 41 logs = log_exporter.get_finished_logs() assert len(logs) == 0, ( diff --git a/packages/opentelemetry-instrumentation-langchain/tests/test_structured_output.py b/packages/opentelemetry-instrumentation-langchain/tests/test_structured_output.py index 3b41cba7f6..64899bea03 100644 --- a/packages/opentelemetry-instrumentation-langchain/tests/test_structured_output.py +++ b/packages/opentelemetry-instrumentation-langchain/tests/test_structured_output.py @@ -1,7 +1,7 @@ from typing import List import pytest -from langchain.schema import HumanMessage +from langchain_core.messages import HumanMessage from langchain_openai import ChatOpenAI from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( diff --git a/packages/opentelemetry-instrumentation-langchain/uv.lock b/packages/opentelemetry-instrumentation-langchain/uv.lock index 1498ad148a..e1d99bb81d 100644 --- a/packages/opentelemetry-instrumentation-langchain/uv.lock +++ b/packages/opentelemetry-instrumentation-langchain/uv.lock @@ -1,17 +1,18 @@ version = 1 revision = 1 -requires-python = ">=3.9, <4" +requires-python = ">=3.10, <4" resolution-markers = [ - 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span.set_attribute( - GenAIAttributes.GEN_AI_RESPONSE_MODEL, - ( - raw.get("model") if "model" in raw else raw.model - ), # raw can be Any, not just ChatCompletion - ) - if usage := raw.get("usage") if "usage" in raw else raw.usage: - span.set_attribute( - GenAIAttributes.GEN_AI_USAGE_OUTPUT_TOKENS, usage.completion_tokens - ) - span.set_attribute(GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS, usage.prompt_tokens) - span.set_attribute(SpanAttributes.LLM_USAGE_TOTAL_TOKENS, usage.total_tokens) - if choices := raw.choices: + # Get model name - handle both dict and object formats + model = None + if hasattr(raw, "model"): + model = raw.model + elif isinstance(raw, dict) and "model" in raw: + model = raw.get("model") + if model: + span.set_attribute(GenAIAttributes.GEN_AI_RESPONSE_MODEL, model) + + # Handle token usage - support multiple formats + input_tokens = None + output_tokens = None + total_tokens = None + + # Try OpenAI format first: raw.usage with completion_tokens, prompt_tokens + usage = getattr(raw, "usage", None) or (raw.get("usage") if isinstance(raw, dict) else None) + if usage: + if hasattr(usage, "completion_tokens"): + output_tokens = usage.completion_tokens + input_tokens = usage.prompt_tokens + total_tokens = usage.total_tokens + elif isinstance(usage, dict): + output_tokens = usage.get("completion_tokens") + input_tokens = usage.get("prompt_tokens") + total_tokens = usage.get("total_tokens") + + # Try Cohere format: raw.meta.tokens or raw.meta.billed_units + if input_tokens is None or output_tokens is None: + meta = getattr(raw, "meta", None) or (raw.get("meta") if isinstance(raw, dict) else None) + if meta: + # Try meta.tokens first (actual token counts) + tokens = getattr(meta, "tokens", None) or (meta.get("tokens") if isinstance(meta, dict) else None) + if tokens: + if hasattr(tokens, "input_tokens"): + input_tokens = tokens.input_tokens + output_tokens = tokens.output_tokens + elif isinstance(tokens, dict): + input_tokens = tokens.get("input_tokens") + output_tokens = tokens.get("output_tokens") + + # Fallback to meta.billed_units if tokens not found + if input_tokens is None or output_tokens is None: + billed = getattr(meta, "billed_units", None) or ( + meta.get("billed_units") if isinstance(meta, dict) else None + ) + if billed: + if hasattr(billed, "input_tokens"): + input_tokens = int(billed.input_tokens) + output_tokens = int(billed.output_tokens) + elif isinstance(billed, dict): + input_tokens = int(billed.get("input_tokens", 0)) + output_tokens = int(billed.get("output_tokens", 0)) + + # Set token attributes if found + if output_tokens is not None: + span.set_attribute(GenAIAttributes.GEN_AI_USAGE_OUTPUT_TOKENS, int(output_tokens)) + if input_tokens is not None: + span.set_attribute(GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS, int(input_tokens)) + if total_tokens is not None: + span.set_attribute(SpanAttributes.LLM_USAGE_TOTAL_TOKENS, int(total_tokens)) + elif input_tokens is not None and output_tokens is not None: + # Calculate total if not provided (e.g., for Cohere) + span.set_attribute(SpanAttributes.LLM_USAGE_TOTAL_TOKENS, int(input_tokens) + int(output_tokens)) + + # Handle finish reason for OpenAI-style responses + choices = getattr(raw, "choices", None) + if choices: span.set_attribute( SpanAttributes.LLM_RESPONSE_FINISH_REASON, choices[0].finish_reason ) diff --git a/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml b/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml index 62b72f08e5..7997e2256c 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml +++ b/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml @@ -9,7 +9,7 @@ authors = [ ] license = "Apache-2.0" readme = "README.md" -requires-python = ">=3.9,<4" +requires-python = ">=3.10,<4" dependencies = [ "inflection>=0.5.1,<0.6.0", "opentelemetry-api>=1.38.0,<2", @@ -35,14 +35,13 @@ dev = [ ] test = [ "chromadb>=0.5.23,<0.6.0", - "llama-index-agent-openai>=0.4.12,<0.5.0", - "llama-index-embeddings-openai>=0.3.1,<0.4.0", - "llama-index-llms-cohere>=0.4.0,<0.5.0", - "llama-index-llms-openai>=0.4.0,<0.5.0", - "llama-index-postprocessor-cohere-rerank>=0.3.0,<0.4.0", - "llama-index-vector-stores-chroma>=0.4.1,<0.5.0", - "llama-index>=0.12.52,<0.13.0", - "llama-parse>=0.5.20,<0.6.0", + "llama-index-embeddings-openai>=0.5.0,<0.6.0", + "llama-index-llms-cohere>=0.6.0,<0.7.0", + "llama-index-llms-openai>=0.6.0,<0.7.0", + "llama-index-postprocessor-cohere-rerank>=0.5.0,<0.6.0", + "llama-index-vector-stores-chroma>=0.5.0,<0.6.0", + "llama-index>=0.14.12,<0.15.0", + "llama-parse>=0.6.0,<0.7.0", "onnxruntime<1.20.0", "openai>=1.52.2,<2", "opentelemetry-instrumentation-chromadb", @@ -52,7 +51,7 @@ test = [ "pytest-asyncio>=0.23.7,<0.24.0", "pytest-recording>=0.13.1,<0.14.0", "sqlalchemy>=2.0.31,<3", - "vcrpy>=6.0.1,<7", + "vcrpy>=8.0.0,<9", ] [build-system] requires = ["hatchling"] @@ -82,3 +81,6 @@ exclude = [ [tool.ruff.lint] select = ["E", "F", "W"] + +[tool.uv] +constraint-dependencies = ["urllib3>=2.6.3", "pip>=25.3"] diff --git a/packages/opentelemetry-instrumentation-llamaindex/tests/cassettes/test_agents/test_agent_with_multiple_tools.yaml b/packages/opentelemetry-instrumentation-llamaindex/tests/cassettes/test_agents/test_agent_with_multiple_tools.yaml index 0a9a9c465b..109cee9f7f 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/tests/cassettes/test_agents/test_agent_with_multiple_tools.yaml +++ b/packages/opentelemetry-instrumentation-llamaindex/tests/cassettes/test_agents/test_agent_with_multiple_tools.yaml @@ -674,4 +674,901 @@ interactions: status: code: 200 message: OK +- request: + body: '{"message":"Which city has the highest population and how many years will + it take to reach 20 million inhabitants if it''s population increases by 1 million + a year?","model":"command-r","chat_history":[{"role":"System","message":"You + are designed to help with a variety of tasks, from answering questions to providing + summaries to other types of analyses.\n\n## Tools\n\nYou have access to a wide + variety of tools. You are responsible for using the tools in any sequence you + deem appropriate to complete the task at hand.\nThis may require breaking the + task into subtasks and using different tools to complete each subtask.\n\nYou + have access to the following tools:\n> Tool Name: calc_tool\nTool Description: + Useful for calculating the number of years until a city reaches a target population.\nTool + Args: {\"properties\": {\"target_population\": {\"title\": \"Target Population\", + \"type\": \"integer\"}, \"current_population\": {\"title\": \"Current Population\", + \"type\": \"integer\"}, \"yearly_increase\": {\"title\": \"Yearly Increase\", + \"type\": \"integer\"}}, \"required\": [\"target_population\", \"current_population\", + \"yearly_increase\"], \"type\": \"object\"}\n\n> Tool Name: sql_tool\nTool Description: + Useful for translating a natural language query into a SQL query over a table + which contains the names of cities, together with their population and country\nTool + Args: {\"properties\": {\"input\": {\"title\": \"Input\", \"type\": \"string\"}}, + \"required\": [\"input\"], \"type\": \"object\"}\n\n\n\n## Output Format\n\nPlease + answer in the same language as the question and use the following format:\n\n```\nThought: + The current language of the user is: (user''s language). I need to use a tool + to help me answer the question.\nAction: tool name (one of calc_tool, sql_tool) + if using a tool.\nAction Input: the input to the tool, in a JSON format representing + the kwargs (e.g. {\"input\": \"hello world\", \"num_beams\": 5})\n```\n\nPlease + ALWAYS start with a Thought.\n\nNEVER surround your response with markdown code + markers. You may use code markers within your response if you need to.\n\nPlease + use a valid JSON format for the Action Input. Do NOT do this {''input'': ''hello + world'', ''num_beams'': 5}. If you include the \"Action:\" line, then you MUST + include the \"Action Input:\" line too, even if the tool does not need kwargs, + in that case you MUST use \"Action Input: {}\".\n\nIf this format is used, the + tool will respond in the following format:\n\n```\nObservation: tool response\n```\n\nYou + should keep repeating the above format till you have enough information to answer + the question without using any more tools. At that point, you MUST respond in + one of the following two formats:\n\n```\nThought: I can answer without using + any more tools. I''ll use the user''s language to answer\nAnswer: [your answer + here (In the same language as the user''s question)]\n```\n\n```\nThought: I + cannot answer the question with the provided tools.\nAnswer: [your answer here + (In the same language as the user''s question)]\n```\n\n## Current Conversation\n\nBelow + is the current conversation consisting of interleaving human and assistant messages.\n"}],"stream":false}' + headers: + accept: + - '*/*' + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '3186' + content-type: + - application/json + host: + - api.cohere.com + user-agent: + - cohere/5.20.1 + x-client-name: + - llama_index + x-fern-language: + - Python + x-fern-sdk-name: + - cohere + x-fern-sdk-version: + - 5.20.1 + method: POST + uri: https://api.cohere.com/v1/chat + response: + body: + string: !!binary | + H4sIAAAAAAAA/yzMTWrDMBBH8av8mS6yifwhW5j6GjmBohk3hkgTNEpLKb17wc3y8eD3QzvTSsvk + R55ScMP74t28DMHFmWc3XceQ2PPmvdCZspjFD6GVsrLccUqacyzs6glf0VAl66cwtOAijyb5KhVj + OMMPPnS4iODW2sPWvmdN1iW9SZUuaT66P1R7e6nYtCLivluDbvif+NYnUix4mmAv1iRyR79/AQAA + //9hA1FqyAAAAA== + headers: + Alt-Svc: + - h3=":443"; ma=2592000,h3-29=":443"; ma=2592000 + Transfer-Encoding: + - chunked + Via: + - 1.1 google + access-control-expose-headers: + - X-Debug-Trace-ID + cache-control: + - no-cache, no-store, no-transform, must-revalidate, private, max-age=0 + content-encoding: + - gzip + content-type: + - application/json + date: + - Sat, 17 Jan 2026 11:21:18 GMT + expires: + - Thu, 01 Jan 1970 00:00:00 GMT + pragma: + - no-cache + server: + - envoy + vary: + - Origin,Accept-Encoding + x-accel-expires: + - '0' + x-debug-trace-id: + - 6ce2557b14e869b1ed6d37ed9fd80b38 + x-endpoint-monthly-call-limit: + - '1000' + x-envoy-upstream-service-time: + - '15' + x-trial-endpoint-call-limit: + - '20' + x-trial-endpoint-call-remaining: + - '19' + status: + code: 404 + message: Not Found +- request: + body: '{"message":"Which city has the highest population and how many years will + it take to reach 20 million inhabitants if it''s population increases by 1 million + a year?","model":"command-r-plus","chat_history":[{"role":"System","message":"You + are designed to help with a variety of tasks, from answering questions to providing + summaries to other types of analyses.\n\n## Tools\n\nYou have access to a wide + variety of tools. You are responsible for using the tools in any sequence you + deem appropriate to complete the task at hand.\nThis may require breaking the + task into subtasks and using different tools to complete each subtask.\n\nYou + have access to the following tools:\n> Tool Name: calc_tool\nTool Description: + Useful for calculating the number of years until a city reaches a target population.\nTool + Args: {\"properties\": {\"target_population\": {\"title\": \"Target Population\", + \"type\": \"integer\"}, \"current_population\": {\"title\": \"Current Population\", + \"type\": \"integer\"}, \"yearly_increase\": {\"title\": \"Yearly Increase\", + \"type\": \"integer\"}}, \"required\": [\"target_population\", \"current_population\", + \"yearly_increase\"], \"type\": \"object\"}\n\n> Tool Name: sql_tool\nTool Description: + Useful for translating a natural language query into a SQL query over a table + which contains the names of cities, together with their population and country\nTool + Args: {\"properties\": {\"input\": {\"title\": \"Input\", \"type\": \"string\"}}, + \"required\": [\"input\"], \"type\": \"object\"}\n\n\n\n## Output Format\n\nPlease + answer in the same language as the question and use the following format:\n\n```\nThought: + The current language of the user is: (user''s language). I need to use a tool + to help me answer the question.\nAction: tool name (one of calc_tool, sql_tool) + if using a tool.\nAction Input: the input to the tool, in a JSON format representing + the kwargs (e.g. {\"input\": \"hello world\", \"num_beams\": 5})\n```\n\nPlease + ALWAYS start with a Thought.\n\nNEVER surround your response with markdown code + markers. You may use code markers within your response if you need to.\n\nPlease + use a valid JSON format for the Action Input. Do NOT do this {''input'': ''hello + world'', ''num_beams'': 5}. If you include the \"Action:\" line, then you MUST + include the \"Action Input:\" line too, even if the tool does not need kwargs, + in that case you MUST use \"Action Input: {}\".\n\nIf this format is used, the + tool will respond in the following format:\n\n```\nObservation: tool response\n```\n\nYou + should keep repeating the above format till you have enough information to answer + the question without using any more tools. At that point, you MUST respond in + one of the following two formats:\n\n```\nThought: I can answer without using + any more tools. I''ll use the user''s language to answer\nAnswer: [your answer + here (In the same language as the user''s question)]\n```\n\n```\nThought: I + cannot answer the question with the provided tools.\nAnswer: [your answer here + (In the same language as the user''s question)]\n```\n\n## Current Conversation\n\nBelow + is the current conversation consisting of interleaving human and assistant messages.\n"}],"stream":false}' + headers: + accept: + - '*/*' + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '3191' + content-type: + - application/json + host: + - api.cohere.com + user-agent: + - cohere/5.20.1 + x-client-name: + - llama_index + x-fern-language: + - Python + x-fern-sdk-name: + - cohere + x-fern-sdk-version: + - 5.20.1 + method: POST + uri: https://api.cohere.com/v1/chat + response: + body: + string: !!binary | + H4sIAAAAAAAA/yzMQW6DMBCF4as8uYtsYig0VIFr5ASD/dwgYQZ5TKuq6t0rpVn++qXvxy3RTS6J + XLs4iu/T++gvabz4q5Be3uaefZjj0AV3dplm8kE3uayRK05Bc5Yt+uL39bATvsRQmPWTEbrhxr0y + zyzohjP6135ocCNxr3W3qW2jBmuC3lnYBM2Pbh+0vTxpJC0QrItVaML/xLceCLLhMGLZrFJi437/ + AgAA///c5RiNzQAAAA== + headers: + Alt-Svc: + - h3=":443"; ma=2592000,h3-29=":443"; ma=2592000 + Transfer-Encoding: + - chunked + Via: + - 1.1 google + access-control-expose-headers: + - X-Debug-Trace-ID + cache-control: + - no-cache, no-store, no-transform, must-revalidate, private, max-age=0 + content-encoding: + - gzip + content-type: + - application/json + date: + - Sat, 17 Jan 2026 11:22:27 GMT + expires: + - Thu, 01 Jan 1970 00:00:00 GMT + pragma: + - no-cache + server: + - envoy + vary: + - Origin,Accept-Encoding + x-accel-expires: + - '0' + x-debug-trace-id: + - e75eb1b282207c5d4eda1fd4e27b567c + x-endpoint-monthly-call-limit: + - '1000' + x-envoy-upstream-service-time: + - '12' + x-trial-endpoint-call-limit: + - '20' + x-trial-endpoint-call-remaining: + - '19' + status: + code: 404 + message: Not Found +- request: + body: '{"message":"Which city has the highest population and how many years will + it take to reach 20 million inhabitants if it''s population increases by 1 million + a year?","model":"command-a-03-2025","chat_history":[{"role":"System","message":"You + are designed to help with a variety of tasks, from answering questions to providing + summaries to other types of analyses.\n\n## Tools\n\nYou have access to a wide + variety of tools. You are responsible for using the tools in any sequence you + deem appropriate to complete the task at hand.\nThis may require breaking the + task into subtasks and using different tools to complete each subtask.\n\nYou + have access to the following tools:\n> Tool Name: calc_tool\nTool Description: + Useful for calculating the number of years until a city reaches a target population.\nTool + Args: {\"properties\": {\"target_population\": {\"title\": \"Target Population\", + \"type\": \"integer\"}, \"current_population\": {\"title\": \"Current Population\", + \"type\": \"integer\"}, \"yearly_increase\": {\"title\": \"Yearly Increase\", + \"type\": \"integer\"}}, \"required\": [\"target_population\", \"current_population\", + \"yearly_increase\"], \"type\": \"object\"}\n\n> Tool Name: sql_tool\nTool Description: + Useful for translating a natural language query into a SQL query over a table + which contains the names of cities, together with their population and country\nTool + Args: {\"properties\": {\"input\": {\"title\": \"Input\", \"type\": \"string\"}}, + \"required\": [\"input\"], \"type\": \"object\"}\n\n\n\n## Output Format\n\nPlease + answer in the same language as the question and use the following format:\n\n```\nThought: + The current language of the user is: (user''s language). I need to use a tool + to help me answer the question.\nAction: tool name (one of calc_tool, sql_tool) + if using a tool.\nAction Input: the input to the tool, in a JSON format representing + the kwargs (e.g. {\"input\": \"hello world\", \"num_beams\": 5})\n```\n\nPlease + ALWAYS start with a Thought.\n\nNEVER surround your response with markdown code + markers. You may use code markers within your response if you need to.\n\nPlease + use a valid JSON format for the Action Input. Do NOT do this {''input'': ''hello + world'', ''num_beams'': 5}. If you include the \"Action:\" line, then you MUST + include the \"Action Input:\" line too, even if the tool does not need kwargs, + in that case you MUST use \"Action Input: {}\".\n\nIf this format is used, the + tool will respond in the following format:\n\n```\nObservation: tool response\n```\n\nYou + should keep repeating the above format till you have enough information to answer + the question without using any more tools. At that point, you MUST respond in + one of the following two formats:\n\n```\nThought: I can answer without using + any more tools. I''ll use the user''s language to answer\nAnswer: [your answer + here (In the same language as the user''s question)]\n```\n\n```\nThought: I + cannot answer the question with the provided tools.\nAnswer: [your answer here + (In the same language as the user''s question)]\n```\n\n## Current Conversation\n\nBelow + is the current conversation consisting of interleaving human and assistant messages.\n"}],"stream":false}' + headers: + accept: + - '*/*' + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '3194' + content-type: + - application/json + host: + - api.cohere.com + user-agent: + - cohere/5.20.1 + x-client-name: + - llama_index + x-fern-language: + - Python + x-fern-sdk-name: + - cohere + x-fern-sdk-version: + - 5.20.1 + method: POST + uri: https://api.cohere.com/v1/chat + response: + body: + string: !!binary | + H4sIAAAAAAAA/+xX3W7bOhJ+lQF74RZQjDhNTx3fLNLUB+tF0nRjdw+CqnApaWRxQ5EKSdlrBH73 + xZCSrDg/Zwvs3u2VrdFwOPPNNz96YAZtpZXFpcjYhKUnJ6Pj4/H4iL/nH49OEdOj5OQkPUrej7N8 + dJKN0/wji5jDfzk2YYtC16vCTWBRIKS1MagcSK5WNV8h6BxcgVBbNCDsBKZqJYUthjADhZiB0/TO + 69h7uXRaS5LlQmVemAq3hY1whX8qxKpA66DSVS25E1oN6VoVwQw2QsrOVspl2hmjB1IPr1RdJmjI + sS1yY0G4cNTxO4RcG3AFd+Fep8EgTws4OYZSSCm0AqEKngjHlbPDWJ2n5MSk872VwExVtZvAQ8wE + /YvZBGI2n15OLxageIlRLwb4/eb6im4UaOH65vP0Bj7d9t9/ns4v4HJ2NVvAKGY7FrEVKjT+ZUhZ + ko3Oxsdnvx19SLKzo9MPZx+OxqMRHvH3p1mC+cfjLD1lEUsL7paFsE6bLZt8f2BGS2QTNr+dL6ZX + LGIlWstXJLrVNXCDkKEVKxUyVaCsQjI4rLkR6LY+wdze2Qhyo0vgym7QCLWC+xotOWjpZGX0WmQk + tnVZ0lEv1q5AA25boSVDXHG5tUjAxurNG1hoLS39J2cKvkbgaYrWH+WwERk+coO0h9A63nBaJDKk + tbZ0PTHAK4JQwNUWLN7XqFKEra4hQyyBV5XRlRGeMBpSXVYSG/JQqMAdFFxlw1gtCmGh5FsweF8L + g5AY5HfdPaQslNNg68SDBFxljSOZyHP0tRLc6d/kOdecGb4QP12Qayn1xl9HNiaxiuvj4/fogYMv + vMTJvhJi5aWf0aZGVIG23yzmtfTwtEXSOn9YJrVyQgIPheGrAi1wcNys8FFBNvecm5X1/Ccw0RC3 + qQgeYhaOLPdHWrlwEkOhLILVrz2VCGJGRAkKQjlcoYnZjuRN13nV5EXTmf5TmxS13C6FSg1yi08N + 3noFmHUKL1nz5hqCZPTy+7MYvBTIs878eHyZTv6JqYvZjsjylAP77vQqBZzhyjYU4KC4qw2X+1Z+ + X6PZBj5zmP/9shHoNRpPBCq0TSHSAlKtHBdU+UQkXobqDg0uAqdX6Ou+bevC9JsdlUiqa+XM9k+p + 1PXWx6mZBfFjjKyjtvRCPhpDr8IaetJ17arawe/alNyR7KuklDSNj7qKn2W8xD1yPCDRdsSmC+BB + DefeJBWx+vnzJzWXXxmsb+nfwHYK7w5HLId2Hvo2XnYu913rjTSvTcmDt1r5+7pWEnWMegcibxpa + sD88nIBk3aPbNq1ggLov/G1+/aUJGwxWBi2qrgHdbbhZWXiLw9XwYI4WKKWGjTYyC1lWdblMkJee + Fx927xoEu+ScX/5xfjsH67hx7QBr4PX99cv0H9MbsLUxulYZjQLTzg8M+iU3d5neKEh1hv4JTTNs + qP8TwP03/pBQB5ZE7qdMk5Vhz8GQoDWXInuESthHEPqYDuGzhi/XC8gIUGHhYeCxGUxg0ENmEMGg + w2VAsAxhFhwQKpV1FvgXsybhMQMpFEYk9Y7D1bf54lndJrfNCcpoBLhGRQG2KYZMowWlXQg3ZDMK + 9UH7FUXdXULhHxiHh13MPESzPITZQCIsqWfR/ia/vgWQs7YAXy6r68SiWfMeydv8dKyhrNpC1zKD + O8SKuIn7ycgTvcbWG0d3b9vxjIo4BUKFtxQNdcundeb5oWvX1o7aQqkNtjvMuQsoVVooF+1x6gXZ + 1OTBGrDRjWP2mT4yg5Sr1pvXHZgNesv0QWfZhxSrc/87ge+e6I3pAg3C29krnbCx2KLx7kcH/TMe + E4degtBLwnLpa4qc/x949eYNtPvDhVZrNDYMZxWrTyj1hkjpel067SnRgxXW00fnND/RSORrei7q + kodxwC3pcOWgWcEpDraLuhX923x682hB/yOMWlrHiiaAp59H3nahN1BShsMm58tFuPDB8yefOFTR + wg1s32S7hVhItjDqTnFv/i99ny/+er74dL145PavTbX/fy7+Fz4Xdz8ilgslbLGkxGlFqbm++no5 + XUx9bhxnkwfGK7Ek1gpSeGDdXzZiu4glQkrMlrUSztJr7+fS6TtUlk0+Ho8ipv1q1MnGv+0i1j4c + HhiNzs6enhjvIpbSp0XWyU5Px7vdvwMAAP//81Jdl6IQAAA= + headers: + Alt-Svc: + - h3=":443"; ma=2592000,h3-29=":443"; ma=2592000 + Transfer-Encoding: + - chunked + Via: + - 1.1 google + access-control-expose-headers: + - X-Debug-Trace-ID + cache-control: + - no-cache, no-store, no-transform, must-revalidate, private, max-age=0 + content-encoding: + - gzip + content-type: + - application/json + date: + - Sat, 17 Jan 2026 11:31:19 GMT + expires: + - Thu, 01 Jan 1970 00:00:00 GMT + num_chars: + - '5596' + num_tokens: + - '787' + pragma: + - no-cache + server: + - envoy + vary: + - Origin,Accept-Encoding + x-accel-expires: + - '0' + x-debug-trace-id: + - 1f8219384d0a3cfd4b5ebfd72e11d255 + x-endpoint-monthly-call-limit: + - '1000' + x-envoy-upstream-service-time: + - '1266' + x-trial-endpoint-call-limit: + - '20' + x-trial-endpoint-call-remaining: + - '19' + status: + code: 200 + message: OK +- request: + body: '{"message":"Given an input question, first create a syntactically correct + sqlite query to run, then look at the results of the query and return the answer. + You can order the results by a relevant column to return the most interesting + examples in the database.\n\nNever query for all the columns from a specific + table, only ask for a few relevant columns given the question.\n\nPay attention + to use only the column names that you can see in the schema description. Be + careful to not query for columns that do not exist. Pay attention to which column + is in which table. Also, qualify column names with the table name when needed. + You are required to use the following format, each taking one line:\n\nQuestion: + Question here\nSQLQuery: SQL Query to run\nSQLResult: Result of the SQLQuery\nAnswer: + Final answer here\n\nOnly use tables listed below.\nTable ''city_stats'' has + columns: city (VARCHAR(16)), population (INTEGER), country (VARCHAR(16)), .\n\nQuestion: + SELECT name, population FROM cities ORDER BY population DESC LIMIT 1\nSQLQuery: + ","model":"command-a-03-2025","chat_history":[],"stream":false}' + headers: + accept: + - '*/*' + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '1102' + content-type: + - application/json + host: + - api.cohere.com + user-agent: + - cohere/5.20.1 + x-client-name: + - llama_index + x-fern-language: + - Python + x-fern-sdk-name: + - cohere + x-fern-sdk-version: + - 5.20.1 + method: POST + uri: https://api.cohere.com/v1/chat + response: + body: + string: !!binary | + H4sIAAAAAAAA/+xVbW/aSBD+K6P9QiIZBNQE4vtwSlPa5pSXhtA7VZcTGq/H8SrLLtldh1oJ//20 + awy4jXQ/4GoJYc/OyzOzz8y8MEN2pZWlhchYwk75SczzwbibpqOTbhz34+7kHZ90JziaZKPR6GQU + E4uYo++OJey2JOuEVgn8VaADYcEVBEttHaz0qpS6tMCFqwBVBsLZWore5Pd7da/ubi9vSzJVAnfT + y+n5PChHB1rwcXZzFaQL69BZuJl9mM7g/bdDnQ/Tu3O4vLi6mMPgN+/26Fo7SuBOKE4ekSEPTWlw + mEoChUvKoMOFE2Q7AZvSwLUsl6o59H8dECoktDL6WWSUgeUFLTGCCygtZeGsswfX2fr3DndHtf/O + Hm5nG8mCUNYRZr1jj/nM2nIp1EOwzLWUeu2/imqlXUFOcJSQoUOg78I620D7OXzivb3WZQ/P62Gt + XoHrUjlTweu9eu3unoPXww+vBNe0hm/aPMIrTOLBab/fr91+vTurA3iluX6sdC0fxP3whI8/cIWq + UboqlymKWmk42itdqExgrRRIMSNbSpfs82jnsEfehr3H0QYR6qvsmkwC87cJKuzWci1cAXgYTucw + iKN+v+9/PRaxB1JkwlndM4N0cDJOs9PuaDgcdWMaYPd0wifdcXwySic0HqdD3zO8QLcohHXaVCz5 + +4UZLYkl7OvddMYitiRr8cELPolnUoAKhFqVDp62TRZBLox1wA2hI0CwlXLIAzVkBVwbQ9yBfZLC + kbcyFTgNplSRp4oCqfUjoAu8MaHC1ifnP2ttz1RDrjQ1tzCUrAffdAkcFWiTkWlZpxUgGJL0jMo1 + HeRj7p2EWgvlyPgs1APQd1yuJO0Y7EmdoqWev6VreiazRZNrAyhlUGpaJjd66TNfERe54DXjI9BK + VoD2sbaBnNY/orLwEKq6TTYUNET8ghWgc6TCXTvtO7v2t48bhoKfbeig2hbDEjUZ1FMBMrLciFXw + DO8JOBrKS+l9Ku0OkmoQBX9ZfRq6ugc/oVkXghcNDBGKVotC5j04k1ZH8FSiFHnVhhuY7PHtpx6s + PQ8UUUZZfa9o/G0+lcL4eVZn355AuTZLdBEQhqiPXqYVgRSqnjX7JdC8gR+5rel+ewm3B4Q8bHKo + /xsmNkb7jv0oFMotGbee79WNv6EA1idnQQrrKIOUpF737tU8pNwajgXapvJJ3fNHf57Nzj+fzY4G + J8fHra1zdHE9n36azo6j3bj8QbnXzny7vnyN31xfgv57dR0WjG2i3Xw4/3w2f38zb42IX4v31+L9 + vy3ezT8Ry4UStlgYQquV742bqy+X0/k0NIdDlrwwXInFMxkrvMIL272yAdtELBVSUrYolXDWH4cV + u3D6kZRlyXA4jpguXVs22kSs+frRYjx894bFeBMxjrygbCeM48lm828AAAD//xOQCT1uCwAA + headers: + Alt-Svc: + - h3=":443"; ma=2592000,h3-29=":443"; ma=2592000 + Transfer-Encoding: + - chunked + Via: + - 1.1 google + access-control-expose-headers: + - X-Debug-Trace-ID + cache-control: + - no-cache, no-store, no-transform, must-revalidate, private, max-age=0 + content-encoding: + - gzip + content-type: + - application/json + date: + - Sat, 17 Jan 2026 11:31:38 GMT + expires: + - Thu, 01 Jan 1970 00:00:00 GMT + num_chars: + - '3590' + num_tokens: + - '452' + pragma: + - no-cache + server: + - envoy + vary: + - Origin,Accept-Encoding + x-accel-expires: + - '0' + x-debug-trace-id: + - 5a19722117c3afe42048cb4cb57351a2 + x-endpoint-monthly-call-limit: + - '1000' + x-envoy-upstream-service-time: + - '18295' + x-trial-endpoint-call-limit: + - '20' + x-trial-endpoint-call-remaining: + - '18' + status: + code: 200 + message: OK +- request: + body: '{"message":"Given an input question, synthesize a response from the query + results.\nQuery: SELECT name, population FROM cities ORDER BY population DESC + LIMIT 1\nSQL: SELECT city, population FROM city_stats ORDER BY population DESC + LIMIT 1;\n\n(Note: Since there is no table named ''cities'' and no column named + ''name'' in the provided schema, I used the ''city_stats'' table and the ''city'' + and ''population'' columns instead.)\n\nAssuming the following hypothetical + data exists in the ''city_stats'' table:\n\n| city | population | country + |\n|----------|------------|---------|\n| New York | 8419000 | USA |\n| + Tokyo | 14000000 | Japan |\n| Mumbai | 12500000 | India |\nSQL + Response: Error: Statement \"SELECT city, population FROM city_stats ORDER BY + population DESC LIMIT 1;\\n\\n(Note: Since there is no table named ''cities'' + and no column named ''name'' in the provided schema, I used the ''city_stats'' + table and the ''city'' and ''population'' columns instead.)\\n\\nAssuming the + following hypothetical data exists in the ''city_stats'' table:\\n\\n| city | + population | country |\\n|----------|------------|---------|\\n| New York | + 8419000 | USA |\\n| Tokyo | 14000000 | Japan |\\n| Mumbai | + 12500000 | India |\" is invalid SQL.\nError: You can only execute one statement + at a time.\nResponse: ","model":"command-a-03-2025","chat_history":[],"stream":false}' + headers: + accept: + - '*/*' + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '1396' + content-type: + - application/json + host: + - api.cohere.com + user-agent: + - cohere/5.20.1 + x-client-name: + - llama_index + x-fern-language: + - Python + x-fern-sdk-name: + - cohere + x-fern-sdk-version: + - 5.20.1 + method: POST + uri: https://api.cohere.com/v1/chat + response: + body: + string: !!binary | + H4sIAAAAAAAA/+xVTW/jNhD9KwNe3AqyIW2Uta2ekqzbpkg2je09BFXhpaRRREQaqiQVx4393wtS + /tqmQA10LwuUgGENZzjzyPeGfGUKdSNJ40LkLGbhKC2KUcj7Z+O06EfRuOiPMHrXT8OQD9PzYBik + Z8xnBl8Mi9kl15iDJDAlQiaVwsxgDrP7G/ijRbUCTrnzNUo+ixxzKFeNNCUakfEKcm647/w7EGCk + s7vVn2eTm8nVHDJhVj40smkrboQk+HF6d+tmF9pwo+Fu+mEyhcuH45gPk9kV3FzfXs8h/OEzLGVb + 5ZBinFBCnjfdFow9DyCheYlQS226BLLVLjsIDZ43l08r6XmwFKYEflxCFuB5YeQHQWB/njewuRKa + vDQVJxcTw3y/HS2V0d1RCSNQQ7o6ziYIctQZUi7oEaTKUbnzU2haRd1CIxt7Vm1lfFiWIistRAew + g2djSvFY4m4re6AHmAPms0ckVM7X0R6kRREW4bCP+fusH43zoD/OwvN+Nix4Fo2H74bjc+azrORm + UQptpFqx+LdXpmSFLGafZpMp81mNWvNHO/GTeEYCbjfVtMbuX9tiPugVmRK1+BOBH1gvlKyPeO92 + qAcJ3Vs7hq0OiNf4jzqwh/lvGkhodn+zT/XfJWWJ/u6jNBjDTFCGFr9CywdJMDyt0OHNodcB7Dky + SUImq7amndP+9Sz3X7SJzkqsuQ/X0NoOs77eAVxvm3/XXc7V5e8d4Pa2lTQI0gZ5PvjeYr7Quq2t + wuzKQlaVXFrrTWMCvght9A7a2/Kuk9Zdo7ixPj6rNWSyJaNWsE5o3d+Po89jwwbBR1zCg1RPsIZR + FI6DIOjSfppddAVsUKd2Nx9GgRvO+IU3nHZBt22dctEFvTs/BF1TLngXZC+p/S0AE6WkimFmuMEa + yUDCvp5SEkq+Qa041F9RLS7fSXo5TTCnKeY0yZymGWYZE/TMK+EeuUFCW908yBYyTiCpWgG+YNYa + BEkIei8oboCDETUOEjrojm38/S169fPF/PJu/sVF+v8L+02+sJvffVYIErpcKORakqX37vbXm8l8 + 4vg1nMWvjDdi8YxKCxvwyvafLGQbn6WiqjBftCSMtm73li6MfELSLD4bhj6TrTmeC4PRxmc76+8r + Ru+Hb1eEwcZnGc9KzPeTUTTabP4KAAD//xvK/CkaCgAA + headers: + Alt-Svc: + - h3=":443"; ma=2592000,h3-29=":443"; ma=2592000 + Transfer-Encoding: + - chunked + Via: + - 1.1 google + access-control-expose-headers: + - X-Debug-Trace-ID + cache-control: + - no-cache, no-store, no-transform, must-revalidate, private, max-age=0 + content-encoding: + - gzip + content-type: + - application/json + date: + - Sat, 17 Jan 2026 11:31:39 GMT + expires: + - Thu, 01 Jan 1970 00:00:00 GMT + num_chars: + - '3872' + num_tokens: + - '479' + pragma: + - no-cache + server: + - envoy + vary: + - Origin,Accept-Encoding + x-accel-expires: + - '0' + x-debug-trace-id: + - 559363e563695fc81c640c9193d38739 + x-endpoint-monthly-call-limit: + - '1000' + x-envoy-upstream-service-time: + - '1427' + x-trial-endpoint-call-limit: + - '20' + x-trial-endpoint-call-remaining: + - '17' + status: + code: 200 + message: OK +- request: + body: '{"message":"Observation: Based on the corrected SQL query and the provided + hypothetical data, the response to the query `SELECT city, population FROM city_stats + ORDER BY population DESC LIMIT 1;` would be:\n\n**Response:** \nThe most populous + city is **Tokyo** with a population of **14,000,000**. \n\nExplanation: The + query sorts the cities by population in descending order and returns the top + result, which is Tokyo with the highest population of 14,000,000.","model":"command-a-03-2025","chat_history":[{"role":"System","message":"You + are designed to help with a variety of tasks, from answering questions to providing + summaries to other types of analyses.\n\n## Tools\n\nYou have access to a wide + variety of tools. You are responsible for using the tools in any sequence you + deem appropriate to complete the task at hand.\nThis may require breaking the + task into subtasks and using different tools to complete each subtask.\n\nYou + have access to the following tools:\n> Tool Name: calc_tool\nTool Description: + Useful for calculating the number of years until a city reaches a target population.\nTool + Args: {\"properties\": {\"target_population\": {\"title\": \"Target Population\", + \"type\": \"integer\"}, \"current_population\": {\"title\": \"Current Population\", + \"type\": \"integer\"}, \"yearly_increase\": {\"title\": \"Yearly Increase\", + \"type\": \"integer\"}}, \"required\": [\"target_population\", \"current_population\", + \"yearly_increase\"], \"type\": \"object\"}\n\n> Tool Name: sql_tool\nTool Description: + Useful for translating a natural language query into a SQL query over a table + which contains the names of cities, together with their population and country\nTool + Args: {\"properties\": {\"input\": {\"title\": \"Input\", \"type\": \"string\"}}, + \"required\": [\"input\"], \"type\": \"object\"}\n\n\n\n## Output Format\n\nPlease + answer in the same language as the question and use the following format:\n\n```\nThought: + The current language of the user is: (user''s language). I need to use a tool + to help me answer the question.\nAction: tool name (one of calc_tool, sql_tool) + if using a tool.\nAction Input: the input to the tool, in a JSON format representing + the kwargs (e.g. {\"input\": \"hello world\", \"num_beams\": 5})\n```\n\nPlease + ALWAYS start with a Thought.\n\nNEVER surround your response with markdown code + markers. You may use code markers within your response if you need to.\n\nPlease + use a valid JSON format for the Action Input. Do NOT do this {''input'': ''hello + world'', ''num_beams'': 5}. If you include the \"Action:\" line, then you MUST + include the \"Action Input:\" line too, even if the tool does not need kwargs, + in that case you MUST use \"Action Input: {}\".\n\nIf this format is used, the + tool will respond in the following format:\n\n```\nObservation: tool response\n```\n\nYou + should keep repeating the above format till you have enough information to answer + the question without using any more tools. At that point, you MUST respond in + one of the following two formats:\n\n```\nThought: I can answer without using + any more tools. I''ll use the user''s language to answer\nAnswer: [your answer + here (In the same language as the user''s question)]\n```\n\n```\nThought: I + cannot answer the question with the provided tools.\nAnswer: [your answer here + (In the same language as the user''s question)]\n```\n\n## Current Conversation\n\nBelow + is the current conversation consisting of interleaving human and assistant messages.\n"},{"role":"User","message":"Which + city has the highest population and how many years will it take to reach 20 + million inhabitants if it''s population increases by 1 million a year?"},{"role":"Chatbot","message":"Thought: + The current language of the user is: English. I need to use the sql_tool to + find the city with the highest population. Then, I will use the calc_tool to + calculate the number of years it will take for that city to reach 20 million + inhabitants.\nAction: sql_tool\nAction Input: {''input'': ''SELECT name, population + FROM cities ORDER BY population DESC LIMIT 1''}","tool_calls":null}],"stream":false}' + headers: + accept: + - '*/*' + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '4090' + content-type: + - application/json + host: + - api.cohere.com + user-agent: + - cohere/5.20.1 + x-client-name: + - llama_index + x-fern-language: + - Python + x-fern-sdk-name: + - cohere + x-fern-sdk-version: + - 5.20.1 + method: POST + uri: https://api.cohere.com/v1/chat + response: + body: + string: !!binary | + H4sIAAAAAAAA/+xY3W4buxF+lQFzoURYC5Jjx7Z6UTiODqrCjk9tpQdGFMjU7kjLmksqJFc6gqF3 + L4bkrlbyX3rRXjVAEi13OJz55psf7iMzaBdaWZyIjPXZ7PgIT2ZpenB8fHh6cNQ9OT44m6bTg8PD + adr79DHrfjw9Ywlz+KdjfTbKdTnPXR+GoPQKHugfl3MHI/2w1iAsuBwhFW4NK+Fy/5SLeY7WwUIv + Ssmd0CoJL3tHSbfbpb8gVM6nwnHlbAeGsBJSQmkxaOMynTitJTjtH0gLQq5XUHC1hjVyY0G4sMvx + B4SZNtEip8EgT3M47EIhpBRaNQ9LYC6WqIB7LXINQqUGuUXQM+hVOzpjdZ6S4f2tMdUSDNWidH14 + HDPHzRzdZOvnmPXhsBv+JDBmaWkMqn2J3tFWIlgxqazwr8PbDUvYHBUavy/E7qR7etbtzdKDk7Ne + 9+DolH86OD2bHh10z7pnOP3Uw0/HU5awNOdukgvrtFmz/vdHZrRE1me3d7ejwRVLWIHW8jkt3ekS + uEHI0Iq5wozwy1EuQsA4LLkR6NaEjuP2wSYwM7oAruwKjVBz+FmiJQMt7VwYvRQZLduyKGirX9Yu + RwNuvUBLirjicm3RdsZqrN69g5HW0tJvMibnSwSepmj9Vg4rkeGOGSTdgcrwSG4xlYEFpaXjiUZe + EIQC4ozFnyWqFGGtS8gQC+CLhdELI4haxDNdLCS6wEByFbiDnKusM1ajXFgo+BoM/iyFQZga5A/1 + OSQslNNgy6kHCbjKoiGZmM2QOBDNaZ7kaRr3dF7wnw6YaSn1yh9HOvpjNS673Y/ogYOvvMAdmvrV + L2hTIxaBw98szkrp4anSqTJelcUUDeEasqpUTkjgIaN9IqEFDoHpjYzuxHPOzdz6XCAw0TiBljj8 + UnLQunDS83zMRkHr7w0RygkiShAQyuEczZhtXs6mXZUXQeaXdT6Tf7sK70KZGNYCL2nz6iJBMnr5 + /VkMXnLkWWN+7B6mp//C1I3ZhsjylAP2p/wVCjjDlY0U4KC4Kw2XILmal3yOlNBmHfjM4fYfl3FB + L9F4IlCirXKR5pBq5bhQoQUoXoTsTgWRIAGn5+jzvuoLwjT441Mk1aVyZv0mlQRV3KehGYblXYys + o7L0QjyioldhDTXpunSL0sFv2hTc0drv0neJUPioqpDTlhe4RY4HJKqKGKsA7uXwzKukJFb39/dU + XGKHHVHri/StdVLBy5HUGBC2D+/pV8vWAh+oeyoMhZsO41B1Tl/Gi9rkpmmN/ualKXjwXit/Xl1K + kppRH0DMYkEL+jv73ZC0e3SrohUUUPWFv99ef41ug8GFQYuqLkAPK27mFt5jZ97ZifWY5SilhpU2 + MgtRVmUxmSIvPC+ONx8ignVwzi//OL+7Beu4cVUDi/D6+vp18M/BDdjSGF2qjFqBqfoHBvmCm4dM + rxSkOkP/hCY2G6r/BHDzjd8k1J4mMfNdJkal0zAwBGjJpch2UPFpmSM0Me3AFw1fr0eQEaDCwmPL + Y9PqQ6uBTCuBVo1Li2DpwDAYIFQqyyzwb8xiwMcMpFCY0Ko3HK6+3Y6elY2xjTsoogkgDU9iVocY + Mo0WlHbB3RDNJOQHd5CS1/Uh5P6ecnjcjJmHaDgLbkZIhCXxLNme5Ke9AHJWJeDLaXU9tWiWvEHy + Kj41ayiqNtelzOABcUHcxG1n5FO9xMoaR2evq/aMijgFQoW35A1Vy6d55vmhS1fljlpDoQ1WM8y5 + CygttFAu2eLUcDLm5N4YsNLRMPtMHRlCylVlzesGDFuNsXuvsmxdGqtz/38fvnuiR9U5GoT3w1cq + YdRYofHhRw39MxYTh16C0K+E4dLnFBn/X7Dq3Tuo5ocLrZZobGjOaqw+o9Sr+roThdKGED1YYT19 + 9Iz6JxqJfEnPeVnw0A64JRmuHMQRnPxgm6Qe0b/dDm52BvQ/QqulcSyPDjy9X3nde/cjny7ChfvR + G7ciymjhWrapsppCLEzX25tRvDj9tWnzxd/OR5+vRztm/2ddbaDmUth8v5f5EMYWRGszobIQgDfu + mx06ViW/eLF0z8zBT26XoZzRuW9g2eit24Fsr+ZtK/nt4HJwMfINOGmi/9vN9VUcpeD65svgBj7f + Nd9/GdxewOXwajiCXmvzKoN2KuFnbjEDHdIj1cZg6jBrzHk8QlxnW75e0P3NiZRLyLjjoSTX3S72 + +7D7PvpDQD3rz3piHXdv+/SXe1j5yjxFX+La7Zt4YL/dBqDigVDoKuq6tCE4wkK77b8EtNvVCNA4 + Qs+g3d5+hmi3O6RrrAZ/LiRXEaNR7Y7VxtVfOERIhZ0UoXtzispfebXJaERWGRh0pYlzsdPUWGwp + XRLHZmHjp4pXCOy/RtRmdn452/7/leZ//pVm8yNhM6GEzSf0UiuK0fXV75eD0cAHyXHWf2R8ISbU + LAQJPLL6J+uxTcKmQkrMJqUSztJrXx8mTj+gsqx/enaSMO1vJPVar3e6SVj1tL+jd9T9+HTLYXeT + sJTu9Fm9eHR0utn8OwAA//9QM0hSJBQAAA== + headers: + Alt-Svc: + - h3=":443"; ma=2592000,h3-29=":443"; ma=2592000 + Transfer-Encoding: + - chunked + Via: + - 1.1 google + access-control-expose-headers: + - X-Debug-Trace-ID + cache-control: + - no-cache, no-store, no-transform, must-revalidate, private, max-age=0 + content-encoding: + - gzip + content-type: + - application/json + date: + - Sat, 17 Jan 2026 11:31:41 GMT + expires: + - Thu, 01 Jan 1970 00:00:00 GMT + num_chars: + - '6559' + num_tokens: + - '1015' + pragma: + - no-cache + server: + - envoy + vary: + - Origin,Accept-Encoding + x-accel-expires: + - '0' + x-debug-trace-id: + - cb999b4e2877c5d6b22f6b3ac52d9145 + x-endpoint-monthly-call-limit: + - '1000' + x-envoy-upstream-service-time: + - '1537' + x-trial-endpoint-call-limit: + - '20' + x-trial-endpoint-call-remaining: + - '16' + status: + code: 200 + message: OK +- request: + body: '{"message":"Observation: 6","model":"command-a-03-2025","chat_history":[{"role":"System","message":"You + are designed to help with a variety of tasks, from answering questions to providing + summaries to other types of analyses.\n\n## Tools\n\nYou have access to a wide + variety of tools. You are responsible for using the tools in any sequence you + deem appropriate to complete the task at hand.\nThis may require breaking the + task into subtasks and using different tools to complete each subtask.\n\nYou + have access to the following tools:\n> Tool Name: calc_tool\nTool Description: + Useful for calculating the number of years until a city reaches a target population.\nTool + Args: {\"properties\": {\"target_population\": {\"title\": \"Target Population\", + \"type\": \"integer\"}, \"current_population\": {\"title\": \"Current Population\", + \"type\": \"integer\"}, \"yearly_increase\": {\"title\": \"Yearly Increase\", + \"type\": \"integer\"}}, \"required\": [\"target_population\", \"current_population\", + \"yearly_increase\"], \"type\": \"object\"}\n\n> Tool Name: sql_tool\nTool Description: + Useful for translating a natural language query into a SQL query over a table + which contains the names of cities, together with their population and country\nTool + Args: {\"properties\": {\"input\": {\"title\": \"Input\", \"type\": \"string\"}}, + \"required\": [\"input\"], \"type\": \"object\"}\n\n\n\n## Output Format\n\nPlease + answer in the same language as the question and use the following format:\n\n```\nThought: + The current language of the user is: (user''s language). I need to use a tool + to help me answer the question.\nAction: tool name (one of calc_tool, sql_tool) + if using a tool.\nAction Input: the input to the tool, in a JSON format representing + the kwargs (e.g. {\"input\": \"hello world\", \"num_beams\": 5})\n```\n\nPlease + ALWAYS start with a Thought.\n\nNEVER surround your response with markdown code + markers. You may use code markers within your response if you need to.\n\nPlease + use a valid JSON format for the Action Input. Do NOT do this {''input'': ''hello + world'', ''num_beams'': 5}. If you include the \"Action:\" line, then you MUST + include the \"Action Input:\" line too, even if the tool does not need kwargs, + in that case you MUST use \"Action Input: {}\".\n\nIf this format is used, the + tool will respond in the following format:\n\n```\nObservation: tool response\n```\n\nYou + should keep repeating the above format till you have enough information to answer + the question without using any more tools. At that point, you MUST respond in + one of the following two formats:\n\n```\nThought: I can answer without using + any more tools. I''ll use the user''s language to answer\nAnswer: [your answer + here (In the same language as the user''s question)]\n```\n\n```\nThought: I + cannot answer the question with the provided tools.\nAnswer: [your answer here + (In the same language as the user''s question)]\n```\n\n## Current Conversation\n\nBelow + is the current conversation consisting of interleaving human and assistant messages.\n"},{"role":"User","message":"Which + city has the highest population and how many years will it take to reach 20 + million inhabitants if it''s population increases by 1 million a year?"},{"role":"Chatbot","message":"Thought: + The current language of the user is: English. I need to use the sql_tool to + find the city with the highest population. Then, I will use the calc_tool to + calculate the number of years it will take for that city to reach 20 million + inhabitants.\nAction: sql_tool\nAction Input: {''input'': ''SELECT name, population + FROM cities ORDER BY population DESC LIMIT 1''}","tool_calls":null},{"role":"User","message":"Observation: + Based on the corrected SQL query and the provided hypothetical data, the response + to the query `SELECT city, population FROM city_stats ORDER BY population DESC + LIMIT 1;` would be:\n\n**Response:** \nThe most populous city is **Tokyo** + with a population of **14,000,000**. \n\nExplanation: The query sorts the cities + by population in descending order and returns the top result, which is Tokyo + with the highest population of 14,000,000."},{"role":"Chatbot","message":"Thought: + I now know that Tokyo is the city with the highest population, with 14,000,000 + inhabitants. I will use the calc_tool to calculate how many years it will take + for Tokyo to reach 20 million inhabitants, given a yearly increase of 1 million.\nAction: + calc_tool\nAction Input: {''target_population'': 20000000, ''current_population'': + 14000000, ''yearly_increase'': 1000000}","tool_calls":null}],"stream":false}' + headers: + accept: + - '*/*' + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '4556' + content-type: + - application/json + host: + - api.cohere.com + user-agent: + - cohere/5.20.1 + x-client-name: + - llama_index + x-fern-language: + - Python + x-fern-sdk-name: + - cohere + x-fern-sdk-version: + - 5.20.1 + method: POST + uri: https://api.cohere.com/v1/chat + response: + body: + string: !!binary | + H4sIAAAAAAAA/9xYW2/bOhL+KwP2wa2hGHacJq33YZG2Plgv2uZs4u5BURcOLY0tbijSISn7GIH/ + +2JISpada4GzLxsgiUQO5/LNlbpjBu1SK4tTkbEB657M59jFd0fH2H97dML72dH74/fZ0elx921/ + ftbLuu+6LGEO/3RswMa5Lhe5G8AIUq6AK7tGA2vhcl06KK1QC+BqA4U2CE5raTswakkJpUVwOdJ/ + 07IguVqUfEE0kUlnos79wwDG+majQVh/IBVu4wX4t1wscrQOlnpZSu6EVgmkpTGonNwAd9A7Sbrd + Lv2CUDmfCceVIyUcrIWU4PgNwilskBsLc22iMKfBIE9zOO5CIaQUWjXPJ8CtLQuyTjjbkA5CpQa5 + RQuzDfTqs54XCemwhC1QofHkAfLs+PTshHdPj05TPjs6Sfv9o/fpce8o66Vn73r9fu/92QlLWJpz + N82Fddps2ODHHTNaIhuwq+9X4+EXlrACreULWvquS+AGIUMrFgozsidHuQzAcVhxI9BtQM/BcXtj + E5gbXUTkyarbEi0paOnk0uiVyGjZlkVBR/2ydjkacJslWmLEFZcbi7YzURP16hWMydv0TMrkfIXA + 0xStP8phLTLcUyPERqV4jEkxk+i9EiKJPO4JQSgfVhZvS1QpwkaXkCEWwJdLo5dGcOdjKdXFUqIL + sUamUkzkXGWdiRrnwkLBN2DwthQGYWaQ39RyiFgop8GWMw8ScJVFRTIxnyMFWVSnKcm7Op7pPGI/ + CZhrKfXaiyMeg4malN1uHz1w8JUXOICUy3RK2xPlVz+hTY1YkmcG8M3ivJQeHqLzERiVV2UxQ0O4 + hsAulRMSeEgeH9hogYPjZoHN5OlEOedmYQdwN2EEJhon0E6YXwhHprsj1bpwEul5wsaB6+8NkgQm + jAIlEAjlcIFmwra0HtP1SZYfA82LeZLVcjOtkvE+w++eAEY1wWPcPLsYIBlt/ngQg8cMeVCZn/vC + 9Ow/mLoJ21Kw3I8BeytfEgLOcGVjCHBQ3JWGy11dvS3RbEI8c7j61+e4oFdofCBQoq1zkeaQauW4 + UKHaKl6E7E4FBUECTi/Q531VgoVplj9KkVSXypnNs6Ek1LJ0910zCsv7GFlHZekRf0RGT8IaatJF + 6Zalg9+0Kbijtd8luaTqW0J5oy0vcIccD0hUFTFWATzI4blnSUmsrq+vqbjExjimnhXDt+ZJBS82 + PxB2AK8P2uCbDoxAYSjcJIz7IlGX8aJWuakatcw0BIanJufBa628vLqUJHVEvQExr3q0P1EzAO+E + gefu0a2KVmBA1Rf+eXXxNZoNBpcGLaq6AN2suVlYeI2dRWfP1xOWo5Qa1trILHhZlcV0hrzwcfF2 + +yYiWDvn/PMf59+vwDpuXNXAIry+vn4d/nt4CbY0Rpcqo1Zgqv6Bgb7g5ibTawWpztC/oYnNhuo/ + Adzc8YeEOuAk5r7LRK90GgoGB624FNkeKj4tc4Qmph34pOHrxRgyAlRYuGt5bFoDaDWQaSXQqnFp + ESwdGAUFhEplmYX4m7Do8AkDKRQmtOoVhy/frsYP0kbfxhPk0QRwhYoMrFwMmUYLSrtgbvBmEvKD + O0jJ6loImX/AHO62E+YhGs2DmRESYYk8S3aS/BQWQM6qBHw8rS5mFs2KN4K88k8dNeRVm+tSZnCD + uKTYxF1n5DO9wkobR7I3VXtGRTEFQoVdsqaeRvdLwNPz7bkLKC21UC7Z4dQwMubkwRiw1lEx+0Ad + +csH7N18/cMHemSdo0F4PXqiEkaOFRpvftbQP6AxxdBjEPqVMFz6nCLl/wdavXoF1fzwUasVGhua + s5qoDyj1ur5ZRKK0QUQvVlgfPnpO/RONRL6i97wseGgH3BINVw7iCE52sG1Sj+jfroaXewP6H6HV + 0jiWRwPuX2U871yvoSAPh0nOp4tw4d7yzC2FMlq41kvuJ9yz/3tT54//OB9/uBjvqf1rXW2oFlLY + /LCXeRfGFkRrc6Gy4IBnrnYdEqsSGAUUKl51Z/NjeJyEw9bhHCyat75QnqmckdxnsGz01t1AdlDz + dpX8avh5+HHsG3DSRP+3y4svcZSCi8tPw0v48L25/2l49RE+j76MxtBrbZ+MoL1K+IFbzECH9Ei1 + MZg6zBpzHo8Q19mWb5Z0f3Mi5RIy7ngoyXW3i/0+nL6O9hBQD9qzmVrH3fM2/e0a1r4yz9CXuHb7 + MgoctNsAVDwQCl15XZc2OEdYaLf9zbzdrkaAhgg9h3Z7d9NvtzvEa6KGfy4lVxGjcW2O1cbVHxNE + SIW9FKF7c4rKX3m1yWhEVhkYdKWJc7HT1FhsKV0Sx2Zh46eDJwKYFN2p2Xlxto1A6TXc0B8fsL/4 + QcRvPvoh5EXJdFCF7uXRC7+aLAQNGqHYyE1djDwu1YlGpjWuv4epdu8O1hrAcTf8JNC6fxdrDaB3 + Uu8f3MloM+z9QtKd/oL//uLe/X/7cWz7M2FzoYTNp0SpFUF78eX3z8Px0GPrOBvcMb4UU+rRggju + WP3IemybsJmQErNpqYSztO3L8tTpG1SWDXrd3vuEaX8TrBfP3m4TVr3cO/G2379/4mybsJSnOWb1 + 2snJu+32vwEAAP//++s8VVEVAAA= + headers: + Alt-Svc: + - h3=":443"; ma=2592000,h3-29=":443"; ma=2592000 + Transfer-Encoding: + - chunked + Via: + - 1.1 google + access-control-expose-headers: + - X-Debug-Trace-ID + cache-control: + - no-cache, no-store, no-transform, must-revalidate, private, max-age=0 + content-encoding: + - gzip + content-type: + - application/json + date: + - Sat, 17 Jan 2026 11:31:42 GMT + expires: + - Thu, 01 Jan 1970 00:00:00 GMT + num_chars: + - '7097' + num_tokens: + - '1094' + pragma: + - no-cache + server: + - envoy + vary: + - Origin,Accept-Encoding + x-accel-expires: + - '0' + x-debug-trace-id: + - 945fce790194ee63d3435b12fa0de08c + x-endpoint-monthly-call-limit: + - '1000' + x-envoy-upstream-service-time: + - '1108' + x-trial-endpoint-call-limit: + - '20' + x-trial-endpoint-call-remaining: + - '15' + status: + code: 200 + message: OK version: 1 diff --git a/packages/opentelemetry-instrumentation-llamaindex/tests/cassettes/test_agents/test_agents_and_tools.yaml b/packages/opentelemetry-instrumentation-llamaindex/tests/cassettes/test_agents/test_agents_and_tools.yaml index e9db73bb91..424bc5ec8e 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/tests/cassettes/test_agents/test_agents_and_tools.yaml +++ b/packages/opentelemetry-instrumentation-llamaindex/tests/cassettes/test_agents/test_agents_and_tools.yaml @@ -241,4 +241,686 @@ interactions: status: code: 200 message: OK +- request: + body: '{"messages":[{"role":"system","content":"You are designed to help with + a variety of tasks, from answering questions to providing summaries to other + types of analyses.\n\n## Tools\n\nYou have access to a wide variety of tools. + You are responsible for using the tools in any sequence you deem appropriate + to complete the task at hand.\nThis may require breaking the task into subtasks + and using different tools to complete each subtask.\n\nYou have access to the + following tools:\n> Tool Name: multiply\nTool Description: multiply(a: int, + b: int) -> int\nMultiply two integers and returns the result integer\nTool Args: + {\"properties\": {\"a\": {\"title\": \"A\", \"type\": \"integer\"}, \"b\": {\"title\": + \"B\", \"type\": \"integer\"}}, \"required\": [\"a\", \"b\"], \"type\": \"object\"}\n\n\n\n## + Output Format\n\nPlease answer in the same language as the question and use + the following format:\n\n```\nThought: The current language of the user is: + (user''s language). I need to use a tool to help me answer the question.\nAction: + tool name (one of multiply) if using a tool.\nAction Input: the input to the + tool, in a JSON format representing the kwargs (e.g. {\"input\": \"hello world\", + \"num_beams\": 5})\n```\n\nPlease ALWAYS start with a Thought.\n\nNEVER surround + your response with markdown code markers. You may use code markers within your + response if you need to.\n\nPlease use a valid JSON format for the Action Input. + Do NOT do this {''input'': ''hello world'', ''num_beams'': 5}. If you include + the \"Action:\" line, then you MUST include the \"Action Input:\" line too, + even if the tool does not need kwargs, in that case you MUST use \"Action Input: + {}\".\n\nIf this format is used, the tool will respond in the following format:\n\n```\nObservation: + tool response\n```\n\nYou should keep repeating the above format till you have + enough information to answer the question without using any more tools. 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I need to use a tool to help me answer the question.\nAction: + tool name (one of multiply) if using a tool.\nAction Input: the input to the + tool, in a JSON format representing the kwargs (e.g. {\"input\": \"hello world\", + \"num_beams\": 5})\n```\n\nPlease ALWAYS start with a Thought.\n\nNEVER surround + your response with markdown code markers. You may use code markers within your + response if you need to.\n\nPlease use a valid JSON format for the Action Input. + Do NOT do this {''input'': ''hello world'', ''num_beams'': 5}. If you include + the \"Action:\" line, then you MUST include the \"Action Input:\" line too, + even if the tool does not need kwargs, in that case you MUST use \"Action Input: + {}\".\n\nIf this format is used, the tool will respond in the following format:\n\n```\nObservation: + tool response\n```\n\nYou should keep repeating the above format till you have + enough information to answer the question without using any more tools. 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I need to use a tool to help me answer the question.\nAction: + tool name (one of multiply) if using a tool.\nAction Input: the input to the + tool, in a JSON format representing the kwargs (e.g. {\"input\": \"hello world\", + \"num_beams\": 5})\n```\n\nPlease ALWAYS start with a Thought.\n\nNEVER surround + your response with markdown code markers. You may use code markers within your + response if you need to.\n\nPlease use a valid JSON format for the Action Input. + Do NOT do this {''input'': ''hello world'', ''num_beams'': 5}. If you include + the \"Action:\" line, then you MUST include the \"Action Input:\" line too, + even if the tool does not need kwargs, in that case you MUST use \"Action Input: + {}\".\n\nIf this format is used, the tool will respond in the following format:\n\n```\nObservation: + tool response\n```\n\nYou should keep repeating the above format till you have + enough information to answer the question without using any more tools. At that + point, you MUST respond in one of the following two formats:\n\n```\nThought: + I can answer without using any more tools. I''ll use the user''s language to + answer\nAnswer: [your answer here (In the same language as the user''s question)]\n```\n\n```\nThought: + I cannot answer the question with the provided tools.\nAnswer: [your answer + here (In the same language as the user''s question)]\n```\n\n## Current Conversation\n\nBelow + is the current conversation consisting of interleaving human and assistant messages.\n"},{"role":"user","content":"What + is 2 times 3?"},{"role":"assistant","content":"Thought: The current language + of the user is: English. I need to use a tool to help me answer the question.\nAction: + multiply\nAction Input: {''a'': 2, ''b'': 3}"},{"role":"user","content":"Observation: + 6"}],"model":"gpt-4o-mini","stream":false,"temperature":0.1}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '2772' + content-type: + - application/json + cookie: + - __cf_bm=jk1V2XGY_rcb69z4QX3zJ9e0qbcHJ4dMaKxZ1r5KwCs-1768648875-1.0.1.1-XsAwgp.vf2.4_gJ7idqhFIxAB_b52_yDaGW51LmQohVwnSIndQXa8Au.BkrPauLRQ1IGInVcJhUSnvpfiDbVrHX0WRW5nvVarVL0sUaS8RQ; + _cfuvid=zX0ror8rJBxwxz90J7lilDkuAiFiM6WIN3R2tDMSmwE-1768648875784-0.0.1.1-604800000 + host: + - api.openai.com + traceparent: + - 00-b2ec66eeb4a9d384796a7d9929c71a21-33fce9faf4fab2b4-01 + user-agent: + - AsyncOpenAI/Python 1.109.1 + x-stainless-arch: + - arm64 + x-stainless-async: + - async:asyncio + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.109.1 + x-stainless-read-timeout: + - '60.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.6 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jFLLbtswELzrKxa85GIZtuNXdCuCHtxLUaCHpm0g0NSKYkNyBXLVxAj8 + 7wXlh+w2AXqRhJ2d0c7svmYAwlSiAKEaycq1Nr/f7dDUDy/m05OWX+7l4uHjN/dZT7Vym+9ilBi0 + /YWKT6yxItdaZEP+AKuAkjGpTlfL9XK+Xq+WPeCoQptouuV8Trkz3uSzyWyeT1b5dH1kN2QURlHA + jwwA4LV/pjl9hS+igMnoVHEYo9QoinMTgAhkU0XIGE1k6VmMBlCRZ/T96F8b6nTDBWxASQ/Sx2cM + 8Gy4oY6hi8ZrkH4HjgICE9k4hs2NtdBFBG4wvcNNBCu97qROPUeR8U//of8oYAZsHEa4BRNhOb4c + JWDdRZni8J21F4D0nlimOPsQHo/I/mzbkm4DbeNfVFEbb2JTBpSRfLIYmVrRo/sM4LGPt7tKTLSB + XMsl0xP2v1vczQ96YtjqgN4esxdMLO1QX85OrCu9skKWxsaLBQklVYPVQB22KbvK0AWQXbj+d5q3 + tA/Ojdf/Iz8ASmHLWJVtwMqoa8dDW8B09O+1nVPuBxYRw2+jsGSDIW2iwlp29nCKIu4ioytr4zWG + NpjDPdZtqeaL9WK72N4pke2zPwAAAP//AwDBJEFWnQMAAA== + headers: + CF-RAY: + - 9bf577d1ea90659f-TLV + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Sat, 17 Jan 2026 11:21:17 GMT + Server: + - cloudflare + Strict-Transport-Security: + - max-age=31536000; includeSubDomains; preload + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - traceloop + openai-processing-ms: + - '938' + openai-project: + - proj_tzz1TbPPOXaf6j9tEkVUBIAa + openai-version: + - '2020-10-01' + x-envoy-upstream-service-time: + - '1210' + x-openai-proxy-wasm: + - v0.1 + x-ratelimit-limit-requests: + - '30000' + x-ratelimit-limit-tokens: + - '150000000' + x-ratelimit-remaining-requests: + - '29999' + x-ratelimit-remaining-tokens: + - '149999372' + x-ratelimit-reset-requests: + - 2ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_a3dbf9a8ddd24d6ab5ad58fd3b939139 + status: + code: 200 + message: OK +- request: + body: '{"messages":[{"role":"system","content":"You are designed to help with + a variety of tasks, from answering questions to providing summaries to other + types of analyses.\n\n## Tools\n\nYou have access to a wide variety of tools. + You are responsible for using the tools in any sequence you deem appropriate + to complete the task at hand.\nThis may require breaking the task into subtasks + and using different tools to complete each subtask.\n\nYou have access to the + following tools:\n> Tool Name: multiply\nTool Description: multiply(a: int, + b: int) -> int\nMultiply two integers and returns the result integer\nTool Args: + {\"properties\": {\"a\": {\"title\": \"A\", \"type\": \"integer\"}, \"b\": {\"title\": + \"B\", \"type\": \"integer\"}}, \"required\": [\"a\", \"b\"], \"type\": \"object\"}\n\n\n\n## + Output Format\n\nPlease answer in the same language as the question and use + the following format:\n\n```\nThought: The current language of the user is: + (user''s language). I need to use a tool to help me answer the question.\nAction: + tool name (one of multiply) if using a tool.\nAction Input: the input to the + tool, in a JSON format representing the kwargs (e.g. {\"input\": \"hello world\", + \"num_beams\": 5})\n```\n\nPlease ALWAYS start with a Thought.\n\nNEVER surround + your response with markdown code markers. You may use code markers within your + response if you need to.\n\nPlease use a valid JSON format for the Action Input. + Do NOT do this {''input'': ''hello world'', ''num_beams'': 5}. If you include + the \"Action:\" line, then you MUST include the \"Action Input:\" line too, + even if the tool does not need kwargs, in that case you MUST use \"Action Input: + {}\".\n\nIf this format is used, the tool will respond in the following format:\n\n```\nObservation: + tool response\n```\n\nYou should keep repeating the above format till you have + enough information to answer the question without using any more tools. At that + point, you MUST respond in one of the following two formats:\n\n```\nThought: + I can answer without using any more tools. I''ll use the user''s language to + answer\nAnswer: [your answer here (In the same language as the user''s question)]\n```\n\n```\nThought: + I cannot answer the question with the provided tools.\nAnswer: [your answer + here (In the same language as the user''s question)]\n```\n\n## Current Conversation\n\nBelow + is the current conversation consisting of interleaving human and assistant messages.\n"},{"role":"user","content":"What + is 2 times 3?"}],"model":"gpt-4o-mini","stream":false,"temperature":0.1}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '2538' + content-type: + - application/json + host: + - api.openai.com + traceparent: + - 00-972be34105882d9d68971660f9d18406-51e7abe856c77bc3-01 + user-agent: + - AsyncOpenAI/Python 1.109.1 + x-stainless-arch: + - arm64 + x-stainless-async: + - async:asyncio + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.109.1 + x-stainless-read-timeout: + - '60.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.6 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jFNNi9swEL37Vww6xyGbdRKvb9uyhbCHQllooVmMLI9ttbKkSqO2IeS/ + Fzkf9m630IuR5817mnkzOiQATNasACY6TqK3Kn2/3zf2Q+8+PrwLXtrq86f7tcgfads/ftmwWWSY + 6hsKurDmwvRWIUmjT7BwyAmj6s1mna+z/C5bDUBvalSR1lpKM5P2Ust0uVhm6WKT3uRndmekQM8K + +JoAAByGb6xT1/ibFbCYXSI9es9bZMU1CYA5o2KEce+lJ66JzUZQGE2oh9KfOhPajgp46hBEcA41 + geK6DbxFMA1QhxA8OpC+gAfdKum7OWxBI9ZAJmLAgYxR8a9DZaFH4Nr/QjeQfwT00ZX5Tt+LeCig + D4qkVftLBLbaBirgsGN8xwpYzmDHqni6PU7rdtgEz6N3Oig1AbjWhniUGhx7PiPHq0fKtNaZyr+i + skZq6bvSIfdGRz88GcsG9JgAPA+zCC/sZdaZ3lJJ5jsO161u85MeG1dgRLPsDJIhriasfDl7Q6+s + kbhUfjJNJrjosB6p4+h5qKWZAMmk67+reUv71LnU7f/Ij4AQaAnr0jqspXjZ8ZjmML6Qf6VdXR4K + Zh7dTymwJIkuTqLGhgd12lvm956wLxupW3TWydPyNrYU2SpfVavqTrDkmPwBAAD//wMAzkQGh8oD + AAA= + headers: + CF-RAY: + - 9bf5798319d1e8b9-TLV + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Sat, 17 Jan 2026 11:22:26 GMT + Server: + - cloudflare + Set-Cookie: + - __cf_bm=8kcvvEVHXz_n7iuahgqkWz6_2FgiQ_uqlGxvRa1G9kE-1768648946-1.0.1.1-8_Ku.HdYf0UC23svEDP7RnQJaUqBZn67XmTbV_aTyHA1KAbSUIURh_hJsO37h2dNLwaMhrEalI6hstE2PNwn7O_Q4jJdKbtQ8zZoAaCYbWc; + path=/; expires=Sat, 17-Jan-26 11:52:26 GMT; domain=.api.openai.com; HttpOnly; + Secure; SameSite=None + - _cfuvid=p2zdIOP1CXXV_4IFZTXxtTBQqO.Mv16ur8Blv3tVO.8-1768648946864-0.0.1.1-604800000; + path=/; domain=.api.openai.com; HttpOnly; Secure; SameSite=None + Strict-Transport-Security: + - max-age=31536000; includeSubDomains; preload + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - traceloop + openai-processing-ms: + - '948' + openai-project: + - proj_tzz1TbPPOXaf6j9tEkVUBIAa + openai-version: + - '2020-10-01' + x-envoy-upstream-service-time: + - '1151' + x-openai-proxy-wasm: + - v0.1 + x-ratelimit-limit-requests: + - '30000' + x-ratelimit-limit-tokens: + - '150000000' + x-ratelimit-remaining-requests: + - '29999' + x-ratelimit-remaining-tokens: + - '149999417' + x-ratelimit-reset-requests: + - 2ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_f7aa92b6ba874e84a244b50bf3a009c7 + status: + code: 200 + message: OK +- request: + body: '{"messages":[{"role":"system","content":"You are designed to help with + a variety of tasks, from answering questions to providing summaries to other + types of analyses.\n\n## Tools\n\nYou have access to a wide variety of tools. + You are responsible for using the tools in any sequence you deem appropriate + to complete the task at hand.\nThis may require breaking the task into subtasks + and using different tools to complete each subtask.\n\nYou have access to the + following tools:\n> Tool Name: multiply\nTool Description: multiply(a: int, + b: int) -> int\nMultiply two integers and returns the result integer\nTool Args: + {\"properties\": {\"a\": {\"title\": \"A\", \"type\": \"integer\"}, \"b\": {\"title\": + \"B\", \"type\": \"integer\"}}, \"required\": [\"a\", \"b\"], \"type\": \"object\"}\n\n\n\n## + Output Format\n\nPlease answer in the same language as the question and use + the following format:\n\n```\nThought: The current language of the user is: + (user''s language). I need to use a tool to help me answer the question.\nAction: + tool name (one of multiply) if using a tool.\nAction Input: the input to the + tool, in a JSON format representing the kwargs (e.g. {\"input\": \"hello world\", + \"num_beams\": 5})\n```\n\nPlease ALWAYS start with a Thought.\n\nNEVER surround + your response with markdown code markers. You may use code markers within your + response if you need to.\n\nPlease use a valid JSON format for the Action Input. + Do NOT do this {''input'': ''hello world'', ''num_beams'': 5}. If you include + the \"Action:\" line, then you MUST include the \"Action Input:\" line too, + even if the tool does not need kwargs, in that case you MUST use \"Action Input: + {}\".\n\nIf this format is used, the tool will respond in the following format:\n\n```\nObservation: + tool response\n```\n\nYou should keep repeating the above format till you have + enough information to answer the question without using any more tools. At that + point, you MUST respond in one of the following two formats:\n\n```\nThought: + I can answer without using any more tools. I''ll use the user''s language to + answer\nAnswer: [your answer here (In the same language as the user''s question)]\n```\n\n```\nThought: + I cannot answer the question with the provided tools.\nAnswer: [your answer + here (In the same language as the user''s question)]\n```\n\n## Current Conversation\n\nBelow + is the current conversation consisting of interleaving human and assistant messages.\n"},{"role":"user","content":"What + is 2 times 3?"},{"role":"assistant","content":"Thought: The current language + of the user is: English. I need to use a tool to help me answer the question.\nAction: + multiply\nAction Input: {''a'': 2, ''b'': 3}"},{"role":"user","content":"Observation: + 6"}],"model":"gpt-4o-mini","stream":false,"temperature":0.1}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '2772' + content-type: + - application/json + cookie: + - __cf_bm=8kcvvEVHXz_n7iuahgqkWz6_2FgiQ_uqlGxvRa1G9kE-1768648946-1.0.1.1-8_Ku.HdYf0UC23svEDP7RnQJaUqBZn67XmTbV_aTyHA1KAbSUIURh_hJsO37h2dNLwaMhrEalI6hstE2PNwn7O_Q4jJdKbtQ8zZoAaCYbWc; + _cfuvid=p2zdIOP1CXXV_4IFZTXxtTBQqO.Mv16ur8Blv3tVO.8-1768648946864-0.0.1.1-604800000 + host: + - api.openai.com + traceparent: + - 00-972be34105882d9d68971660f9d18406-bc7539fcabc5cc6c-01 + user-agent: + - AsyncOpenAI/Python 1.109.1 + x-stainless-arch: + - arm64 + x-stainless-async: + - async:asyncio + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.109.1 + x-stainless-read-timeout: + - '60.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.6 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jFLLbtswELzrKxa85GIZjiO/dGsDBMgpQNBL0QYCRa0kuhSXIFdJ3MD/ + XlB+yO4D6EUSdnZGO7P7kQAIXYkchGolq86Z9H63q7382q22Tz+pvH/fVs+vT3K5+myfHx7EJDKo + 3KLiE2uqqHMGWZM9wMqjZIyqt6vlepmtN9lqADqq0ERa4zjNKO201el8Ns/S2Sq9XR/ZLWmFQeTw + LQEA+BiecU5b4bvIYTY5VToMQTYo8nMTgPBkYkXIEHRgaVlMRlCRZbTD6F9a6puWc3gEJS1IG97Q + w5vmlnqGPmjbgLQ76MgjMJEJU3i8MQb6gMAtxre/CWCkbXrZxJ6jyPS7/TR85DAH1h0GuAMdYDm9 + HMVj3QcZ47C9MReAtJZYxjiHEF6OyP5s21DjPJXhN6qotdWhLTzKQDZaDExODOg+AXgZ4u2vEhPO + U+e4YPqBw+8Wm+ygJ8atjujdMXvBxNKM9eX8xLrSKypkqU24WJBQUrVYjdRxm7KvNF0AyYXrP6f5 + m/bBubbN/8iPgFLoGKvCeay0unY8tnmMR/+vtnPKw8AioH/VCgvW6OMmKqxlbw6nKMIuMHZFrW2D + 3nl9uMfaFSpbrBflotwokeyTXwAAAP//AwDm949EnQMAAA== + headers: + CF-RAY: + - 9bf5798e1f58e8b9-TLV + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Sat, 17 Jan 2026 11:22:27 GMT + Server: + - cloudflare + Strict-Transport-Security: + - max-age=31536000; includeSubDomains; preload + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - traceloop + openai-processing-ms: + - '551' + openai-project: + - proj_tzz1TbPPOXaf6j9tEkVUBIAa + openai-version: + - '2020-10-01' + x-envoy-upstream-service-time: + - '573' + x-openai-proxy-wasm: + - v0.1 + x-ratelimit-limit-requests: + - '30000' + x-ratelimit-limit-tokens: + - '150000000' + x-ratelimit-remaining-requests: + - '29999' + x-ratelimit-remaining-tokens: + - '149999375' + x-ratelimit-reset-requests: + - 2ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_ff5f5420d3154f3ca3b25894d684efe7 + status: + code: 200 + message: OK version: 1 diff --git a/packages/opentelemetry-instrumentation-llamaindex/tests/cassettes/test_chroma_vector_store/test_rag_with_chroma.yaml b/packages/opentelemetry-instrumentation-llamaindex/tests/cassettes/test_chroma_vector_store/test_rag_with_chroma.yaml index 8c6f257160..7391eef763 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/tests/cassettes/test_chroma_vector_store/test_rag_with_chroma.yaml +++ b/packages/opentelemetry-instrumentation-llamaindex/tests/cassettes/test_chroma_vector_store/test_rag_with_chroma.yaml @@ -6311,4 +6311,6360 @@ interactions: status: code: 200 message: OK +- request: + body: "{\"input\":[\"file_path: /Users/galklm/development/openllmetry/packages/opentelemetry-instrumentation-llamaindex/data/paul_graham/paul_graham_essay.txt + \ What I Worked On February 2021 Before college the two main things I worked + on, outside of school, were writing and programming. I didn't write essays. + I wrote what beginning writers were supposed to write then, and probably still + are: short stories. My stories were awful. They had hardly any plot, just characters + with strong feelings, which I imagined made them deep. The first programs I + tried writing were on the IBM 1401 that our school district used for what was + then called \\\"data processing.\\\" This was in 9th grade, so I was 13 or 14. + The school district's 1401 happened to be in the basement of our junior high + school, and my friend Rich Draves and I got permission to use it. It was like + a mini Bond villain's lair down there, with all these alien-looking machines + \u2014 CPU, disk drives, printer, card reader \u2014 sitting up on a raised + floor under bright fluorescent lights. The language we used was an early version + of Fortran. You had to type programs on punch cards, then stack them in the + card reader and press a button to load the program into memory and run it. The + result would ordinarily be to print something on the spectacularly loud printer. + \ I was puzzled by the 1401. I couldn't figure out what to do with it. And in + retrospect there's not much I could have done with it. The only form of input + to programs was data stored on punched cards, and I didn't have any data stored + on punched cards. The only other option was to do things that didn't rely on + any input, like calculate approximations of pi, but I didn't know enough math + to do anything interesting of that type. So I'm not surprised I can't remember + any programs I wrote, because they can't have done much. My clearest memory + is of the moment I learned it was possible for programs not to terminate, when + one of mine didn't. On a machine without time-sharing, this was a social as + well as a technical error, as the data center manager's expression made clear. + \ With microcomputers, everything changed. Now you could have a computer sitting + right in front of you, on a desk, that could respond to your keystrokes as it + was running instead of just churning through a stack of punch cards and then + stopping. [1] The first of my friends to get a microcomputer built it himself. + It was sold as a kit by Heathkit. I remember vividly how impressed and envious + I felt watching him sitting in front of it, typing programs right into the computer. + \ Computers were expensive in those days and it took me years of nagging before + I convinced my father to buy one, a TRS-80, in about 1980. The gold standard + then was the Apple II, but a TRS-80 was good enough. This was when I really + started programming. I wrote simple games, a program to predict how high my + model rockets would fly, and a word processor that my father used to write at + least one book. There was only room in memory for about 2 pages of text, so + he'd write 2 pages at a time and then print them out, but it was a lot better + than a typewriter. Though I liked programming, I didn't plan to study it in + college. In college I was going to study philosophy, which sounded much more + powerful. It seemed, to my naive high school self, to be the study of the ultimate + truths, compared to which the things studied in other fields would be mere domain + knowledge. What I discovered when I got to college was that the other fields + took up so much of the space of ideas that there wasn't much left for these + supposed ultimate truths. All that seemed left for philosophy were edge cases + that people in other fields felt could safely be ignored. I couldn't have put + this into words when I was 18. All I knew at the time was that I kept taking + philosophy courses and they kept being boring. So I decided to switch to AI. + \ AI was in the air in the mid 1980s, but there were two things especially that + made me want to work on it: a novel by Heinlein called The Moon is a Harsh Mistress, + which featured an intelligent computer called Mike, and a PBS documentary that + showed Terry Winograd using SHRDLU. I haven't tried rereading The Moon is a + Harsh Mistress, so I don't know how well it has aged, but when I read it I was + drawn entirely into its world.\",\"file_path: /Users/galklm/development/openllmetry/packages/opentelemetry-instrumentation-llamaindex/data/paul_graham/paul_graham_essay.txt + \ All that seemed left for philosophy were edge cases that people in other fields + felt could safely be ignored. I couldn't have put this into words when I was + 18. All I knew at the time was that I kept taking philosophy courses and they + kept being boring. So I decided to switch to AI. AI was in the air in the mid + 1980s, but there were two things especially that made me want to work on it: + a novel by Heinlein called The Moon is a Harsh Mistress, which featured an intelligent + computer called Mike, and a PBS documentary that showed Terry Winograd using + SHRDLU. I haven't tried rereading The Moon is a Harsh Mistress, so I don't know + how well it has aged, but when I read it I was drawn entirely into its world. + It seemed only a matter of time before we'd have Mike, and when I saw Winograd + using SHRDLU, it seemed like that time would be a few years at most. All you + had to do was teach SHRDLU more words. There weren't any classes in AI at Cornell + then, not even graduate classes, so I started trying to teach myself. Which + meant learning Lisp, since in those days Lisp was regarded as the language of + AI. The commonly used programming languages then were pretty primitive, and + programmers' ideas correspondingly so. The default language at Cornell was a + Pascal-like language called PL/I, and the situation was similar elsewhere. Learning + Lisp expanded my concept of a program so fast that it was years before I started + to have a sense of where the new limits were. This was more like it; this was + what I had expected college to do. It wasn't happening in a class, like it was + supposed to, but that was ok. For the next couple years I was on a roll. I knew + what I was going to do. For my undergraduate thesis, I reverse-engineered SHRDLU. + My God did I love working on that program. It was a pleasing bit of code, but + what made it even more exciting was my belief \u2014 hard to imagine now, but + not unique in 1985 \u2014 that it was already climbing the lower slopes of intelligence. + \ I had gotten into a program at Cornell that didn't make you choose a major. + You could take whatever classes you liked, and choose whatever you liked to + put on your degree. I of course chose \\\"Artificial Intelligence.\\\" When + I got the actual physical diploma, I was dismayed to find that the quotes had + been included, which made them read as scare-quotes. At the time this bothered + me, but now it seems amusingly accurate, for reasons I was about to discover. + \ I applied to 3 grad schools: MIT and Yale, which were renowned for AI at the + time, and Harvard, which I'd visited because Rich Draves went there, and was + also home to Bill Woods, who'd invented the type of parser I used in my SHRDLU + clone. Only Harvard accepted me, so that was where I went. I don't remember + the moment it happened, or if there even was a specific moment, but during the + first year of grad school I realized that AI, as practiced at the time, was + a hoax. By which I mean the sort of AI in which a program that's told \\\"the + dog is sitting on the chair\\\" translates this into some formal representation + and adds it to the list of things it knows. What these programs really showed + was that there's a subset of natural language that's a formal language. But + a very proper subset. It was clear that there was an unbridgeable gap between + what they could do and actually understanding natural language. It was not, + in fact, simply a matter of teaching SHRDLU more words. That whole way of doing + AI, with explicit data structures representing concepts, was not going to work. + Its brokenness did, as so often happens, generate a lot of opportunities to + write papers about various band-aids that could be applied to it, but it was + never going to get us Mike. So I looked around to see what I could salvage + from the wreckage of my plans, and there was Lisp. I knew from experience that + Lisp was interesting for its own sake and not just for its association with + AI, even though that was the main reason people cared about it at the time. + So I decided to focus on Lisp. In fact, I decided to write a book about Lisp + hacking. It's scary to think how little I knew about Lisp hacking when I started + writing that book. But there's nothing like writing a book about something to + help you learn it.\",\"file_path: /Users/galklm/development/openllmetry/packages/opentelemetry-instrumentation-llamaindex/data/paul_graham/paul_graham_essay.txt + \ It was not, in fact, simply a matter of teaching SHRDLU more words. That whole + way of doing AI, with explicit data structures representing concepts, was not + going to work. Its brokenness did, as so often happens, generate a lot of opportunities + to write papers about various band-aids that could be applied to it, but it + was never going to get us Mike. So I looked around to see what I could salvage + from the wreckage of my plans, and there was Lisp. I knew from experience that + Lisp was interesting for its own sake and not just for its association with + AI, even though that was the main reason people cared about it at the time. + So I decided to focus on Lisp. In fact, I decided to write a book about Lisp + hacking. It's scary to think how little I knew about Lisp hacking when I started + writing that book. But there's nothing like writing a book about something to + help you learn it. The book, On Lisp, wasn't published till 1993, but I wrote + much of it in grad school. Computer Science is an uneasy alliance between two + halves, theory and systems. The theory people prove things, and the systems + people build things. I wanted to build things. I had plenty of respect for theory + \u2014 indeed, a sneaking suspicion that it was the more admirable of the two + halves \u2014 but building things seemed so much more exciting. The problem + with systems work, though, was that it didn't last. Any program you wrote today, + no matter how good, would be obsolete in a couple decades at best. People might + mention your software in footnotes, but no one would actually use it. And indeed, + it would seem very feeble work. Only people with a sense of the history of the + field would even realize that, in its time, it had been good. There were some + surplus Xerox Dandelions floating around the computer lab at one point. Anyone + who wanted one to play around with could have one. I was briefly tempted, but + they were so slow by present standards; what was the point? No one else wanted + one either, so off they went. That was what happened to systems work. I wanted + not just to build things, but to build things that would last. In this dissatisfied + state I went in 1988 to visit Rich Draves at CMU, where he was in grad school. + One day I went to visit the Carnegie Institute, where I'd spent a lot of time + as a kid. While looking at a painting there I realized something that might + seem obvious, but was a big surprise to me. There, right on the wall, was something + you could make that would last. Paintings didn't become obsolete. Some of the + best ones were hundreds of years old. And moreover this was something you could + make a living doing. Not as easily as you could by writing software, of course, + but I thought if you were really industrious and lived really cheaply, it had + to be possible to make enough to survive. And as an artist you could be truly + independent. You wouldn't have a boss, or even need to get research funding. + \ I had always liked looking at paintings. Could I make them? I had no idea. + I'd never imagined it was even possible. I knew intellectually that people made + art \u2014 that it didn't just appear spontaneously \u2014 but it was as if + the people who made it were a different species. They either lived long ago + or were mysterious geniuses doing strange things in profiles in Life magazine. + The idea of actually being able to make art, to put that verb before that noun, + seemed almost miraculous. That fall I started taking art classes at Harvard. + Grad students could take classes in any department, and my advisor, Tom Cheatham, + was very easy going. If he even knew about the strange classes I was taking, + he never said anything. So now I was in a PhD program in computer science, + yet planning to be an artist, yet also genuinely in love with Lisp hacking and + working away at On Lisp. In other words, like many a grad student, I was working + energetically on multiple projects that were not my thesis. I didn't see a + way out of this situation. I didn't want to drop out of grad school, but how + else was I going to get out? I remember when my friend Robert Morris got kicked + out of Cornell for writing the internet worm of 1988, I was envious that he'd + found such a spectacular way to get out of grad school. Then one day in April + 1990 a crack appeared in the wall.\",\"file_path: /Users/galklm/development/openllmetry/packages/opentelemetry-instrumentation-llamaindex/data/paul_graham/paul_graham_essay.txt + \ Grad students could take classes in any department, and my advisor, Tom Cheatham, + was very easy going. If he even knew about the strange classes I was taking, + he never said anything. So now I was in a PhD program in computer science, + yet planning to be an artist, yet also genuinely in love with Lisp hacking and + working away at On Lisp. In other words, like many a grad student, I was working + energetically on multiple projects that were not my thesis. I didn't see a + way out of this situation. I didn't want to drop out of grad school, but how + else was I going to get out? I remember when my friend Robert Morris got kicked + out of Cornell for writing the internet worm of 1988, I was envious that he'd + found such a spectacular way to get out of grad school. Then one day in April + 1990 a crack appeared in the wall. I ran into professor Cheatham and he asked + if I was far enough along to graduate that June. I didn't have a word of my + dissertation written, but in what must have been the quickest bit of thinking + in my life, I decided to take a shot at writing one in the 5 weeks or so that + remained before the deadline, reusing parts of On Lisp where I could, and I + was able to respond, with no perceptible delay \\\"Yes, I think so. I'll give + you something to read in a few days.\\\" I picked applications of continuations + as the topic. In retrospect I should have written about macros and embedded + languages. There's a whole world there that's barely been explored. But all + I wanted was to get out of grad school, and my rapidly written dissertation + sufficed, just barely. Meanwhile I was applying to art schools. I applied to + two: RISD in the US, and the Accademia di Belli Arti in Florence, which, because + it was the oldest art school, I imagined would be good. RISD accepted me, and + I never heard back from the Accademia, so off to Providence I went. I'd applied + for the BFA program at RISD, which meant in effect that I had to go to college + again. This was not as strange as it sounds, because I was only 25, and art + schools are full of people of different ages. RISD counted me as a transfer + sophomore and said I had to do the foundation that summer. The foundation means + the classes that everyone has to take in fundamental subjects like drawing, + color, and design. Toward the end of the summer I got a big surprise: a letter + from the Accademia, which had been delayed because they'd sent it to Cambridge + England instead of Cambridge Massachusetts, inviting me to take the entrance + exam in Florence that fall. This was now only weeks away. My nice landlady let + me leave my stuff in her attic. I had some money saved from consulting work + I'd done in grad school; there was probably enough to last a year if I lived + cheaply. Now all I had to do was learn Italian. Only stranieri (foreigners) + had to take this entrance exam. In retrospect it may well have been a way of + excluding them, because there were so many stranieri attracted by the idea of + studying art in Florence that the Italian students would otherwise have been + outnumbered. I was in decent shape at painting and drawing from the RISD foundation + that summer, but I still don't know how I managed to pass the written exam. + I remember that I answered the essay question by writing about Cezanne, and + that I cranked up the intellectual level as high as I could to make the most + of my limited vocabulary. [2] I'm only up to age 25 and already there are such + conspicuous patterns. Here I was, yet again about to attend some august institution + in the hopes of learning about some prestigious subject, and yet again about + to be disappointed. The students and faculty in the painting department at the + Accademia were the nicest people you could imagine, but they had long since + arrived at an arrangement whereby the students wouldn't require the faculty + to teach anything, and in return the faculty wouldn't require the students to + learn anything. And at the same time all involved would adhere outwardly to + the conventions of a 19th century atelier. We actually had one of those little + stoves, fed with kindling, that you see in 19th century studio paintings, and + a nude model sitting as close to it as possible without getting burned. Except + hardly anyone else painted her besides me.\",\"file_path: /Users/galklm/development/openllmetry/packages/opentelemetry-instrumentation-llamaindex/data/paul_graham/paul_graham_essay.txt + \ [2] I'm only up to age 25 and already there are such conspicuous patterns. + Here I was, yet again about to attend some august institution in the hopes of + learning about some prestigious subject, and yet again about to be disappointed. + The students and faculty in the painting department at the Accademia were the + nicest people you could imagine, but they had long since arrived at an arrangement + whereby the students wouldn't require the faculty to teach anything, and in + return the faculty wouldn't require the students to learn anything. And at the + same time all involved would adhere outwardly to the conventions of a 19th century + atelier. We actually had one of those little stoves, fed with kindling, that + you see in 19th century studio paintings, and a nude model sitting as close + to it as possible without getting burned. Except hardly anyone else painted + her besides me. The rest of the students spent their time chatting or occasionally + trying to imitate things they'd seen in American art magazines. Our model turned + out to live just down the street from me. She made a living from a combination + of modelling and making fakes for a local antique dealer. She'd copy an obscure + old painting out of a book, and then he'd take the copy and maltreat it to make + it look old. [3] While I was a student at the Accademia I started painting + still lives in my bedroom at night. These paintings were tiny, because the room + was, and because I painted them on leftover scraps of canvas, which was all + I could afford at the time. Painting still lives is different from painting + people, because the subject, as its name suggests, can't move. People can't + sit for more than about 15 minutes at a time, and when they do they don't sit + very still. So the traditional m.o. for painting people is to know how to paint + a generic person, which you then modify to match the specific person you're + painting. Whereas a still life you can, if you want, copy pixel by pixel from + what you're seeing. You don't want to stop there, of course, or you get merely + photographic accuracy, and what makes a still life interesting is that it's + been through a head. You want to emphasize the visual cues that tell you, for + example, that the reason the color changes suddenly at a certain point is that + it's the edge of an object. By subtly emphasizing such things you can make paintings + that are more realistic than photographs not just in some metaphorical sense, + but in the strict information-theoretic sense. [4] I liked painting still lives + because I was curious about what I was seeing. In everyday life, we aren't consciously + aware of much we're seeing. Most visual perception is handled by low-level processes + that merely tell your brain \\\"that's a water droplet\\\" without telling you + details like where the lightest and darkest points are, or \\\"that's a bush\\\" + without telling you the shape and position of every leaf. This is a feature + of brains, not a bug. In everyday life it would be distracting to notice every + leaf on every bush. But when you have to paint something, you have to look more + closely, and when you do there's a lot to see. You can still be noticing new + things after days of trying to paint something people usually take for granted, + just as you can after days of trying to write an essay about something people + usually take for granted. This is not the only way to paint. I'm not 100% sure + it's even a good way to paint. But it seemed a good enough bet to be worth trying. + \ Our teacher, professor Ulivi, was a nice guy. He could see I worked hard, + and gave me a good grade, which he wrote down in a sort of passport each student + had. But the Accademia wasn't teaching me anything except Italian, and my money + was running out, so at the end of the first year I went back to the US. I wanted + to go back to RISD, but I was now broke and RISD was very expensive, so I decided + to get a job for a year and then return to RISD the next fall. I got one at + a company called Interleaf, which made software for creating documents. You + mean like Microsoft Word? Exactly. That was how I learned that low end software + tends to eat high end software. But Interleaf still had a few years to live + yet. [5] Interleaf had done something pretty bold. Inspired by Emacs, they'd + added a scripting language, and even made the scripting language a dialect of + Lisp.\",\"file_path: /Users/galklm/development/openllmetry/packages/opentelemetry-instrumentation-llamaindex/data/paul_graham/paul_graham_essay.txt + \ But the Accademia wasn't teaching me anything except Italian, and my money + was running out, so at the end of the first year I went back to the US. I wanted + to go back to RISD, but I was now broke and RISD was very expensive, so I decided + to get a job for a year and then return to RISD the next fall. I got one at + a company called Interleaf, which made software for creating documents. You + mean like Microsoft Word? Exactly. That was how I learned that low end software + tends to eat high end software. But Interleaf still had a few years to live + yet. [5] Interleaf had done something pretty bold. Inspired by Emacs, they'd + added a scripting language, and even made the scripting language a dialect of + Lisp. Now they wanted a Lisp hacker to write things in it. This was the closest + thing I've had to a normal job, and I hereby apologize to my boss and coworkers, + because I was a bad employee. Their Lisp was the thinnest icing on a giant C + cake, and since I didn't know C and didn't want to learn it, I never understood + most of the software. Plus I was terribly irresponsible. This was back when + a programming job meant showing up every day during certain working hours. That + seemed unnatural to me, and on this point the rest of the world is coming around + to my way of thinking, but at the time it caused a lot of friction. Toward the + end of the year I spent much of my time surreptitiously working on On Lisp, + which I had by this time gotten a contract to publish. The good part was that + I got paid huge amounts of money, especially by art student standards. In Florence, + after paying my part of the rent, my budget for everything else had been $7 + a day. Now I was getting paid more than 4 times that every hour, even when I + was just sitting in a meeting. By living cheaply I not only managed to save + enough to go back to RISD, but also paid off my college loans. I learned some + useful things at Interleaf, though they were mostly about what not to do. I + learned that it's better for technology companies to be run by product people + than sales people (though sales is a real skill and people who are good at it + are really good at it), that it leads to bugs when code is edited by too many + people, that cheap office space is no bargain if it's depressing, that planned + meetings are inferior to corridor conversations, that big, bureaucratic customers + are a dangerous source of money, and that there's not much overlap between conventional + office hours and the optimal time for hacking, or conventional offices and the + optimal place for it. But the most important thing I learned, and which I used + in both Viaweb and Y Combinator, is that the low end eats the high end: that + it's good to be the \\\"entry level\\\" option, even though that will be less + prestigious, because if you're not, someone else will be, and will squash you + against the ceiling. Which in turn means that prestige is a danger sign. When + I left to go back to RISD the next fall, I arranged to do freelance work for + the group that did projects for customers, and this was how I survived for the + next several years. When I came back to visit for a project later on, someone + told me about a new thing called HTML, which was, as he described it, a derivative + of SGML. Markup language enthusiasts were an occupational hazard at Interleaf + and I ignored him, but this HTML thing later became a big part of my life. In + the fall of 1992 I moved back to Providence to continue at RISD. The foundation + had merely been intro stuff, and the Accademia had been a (very civilized) joke. + Now I was going to see what real art school was like. But alas it was more like + the Accademia than not. Better organized, certainly, and a lot more expensive, + but it was now becoming clear that art school did not bear the same relationship + to art that medical school bore to medicine. At least not the painting department. + The textile department, which my next door neighbor belonged to, seemed to be + pretty rigorous. No doubt illustration and architecture were too. But painting + was post-rigorous. Painting students were supposed to express themselves, which + to the more worldly ones meant to try to cook up some sort of distinctive signature + style.\",\"file_path: /Users/galklm/development/openllmetry/packages/opentelemetry-instrumentation-llamaindex/data/paul_graham/paul_graham_essay.txt + \ In the fall of 1992 I moved back to Providence to continue at RISD. The foundation + had merely been intro stuff, and the Accademia had been a (very civilized) joke. + Now I was going to see what real art school was like. But alas it was more like + the Accademia than not. Better organized, certainly, and a lot more expensive, + but it was now becoming clear that art school did not bear the same relationship + to art that medical school bore to medicine. At least not the painting department. + The textile department, which my next door neighbor belonged to, seemed to be + pretty rigorous. No doubt illustration and architecture were too. But painting + was post-rigorous. Painting students were supposed to express themselves, which + to the more worldly ones meant to try to cook up some sort of distinctive signature + style. A signature style is the visual equivalent of what in show business + is known as a \\\"schtick\\\": something that immediately identifies the work + as yours and no one else's. For example, when you see a painting that looks + like a certain kind of cartoon, you know it's by Roy Lichtenstein. So if you + see a big painting of this type hanging in the apartment of a hedge fund manager, + you know he paid millions of dollars for it. That's not always why artists have + a signature style, but it's usually why buyers pay a lot for such work. [6] + \ There were plenty of earnest students too: kids who \\\"could draw\\\" in + high school, and now had come to what was supposed to be the best art school + in the country, to learn to draw even better. They tended to be confused and + demoralized by what they found at RISD, but they kept going, because painting + was what they did. I was not one of the kids who could draw in high school, + but at RISD I was definitely closer to their tribe than the tribe of signature + style seekers. I learned a lot in the color class I took at RISD, but otherwise + I was basically teaching myself to paint, and I could do that for free. So in + 1993 I dropped out. I hung around Providence for a bit, and then my college + friend Nancy Parmet did me a big favor. A rent-controlled apartment in a building + her mother owned in New York was becoming vacant. Did I want it? It wasn't much + more than my current place, and New York was supposed to be where the artists + were. So yes, I wanted it! [7] Asterix comics begin by zooming in on a tiny + corner of Roman Gaul that turns out not to be controlled by the Romans. You + can do something similar on a map of New York City: if you zoom in on the Upper + East Side, there's a tiny corner that's not rich, or at least wasn't in 1993. + It's called Yorkville, and that was my new home. Now I was a New York artist + \u2014 in the strictly technical sense of making paintings and living in New + York. I was nervous about money, because I could sense that Interleaf was on + the way down. Freelance Lisp hacking work was very rare, and I didn't want to + have to program in another language, which in those days would have meant C++ + if I was lucky. So with my unerring nose for financial opportunity, I decided + to write another book on Lisp. This would be a popular book, the sort of book + that could be used as a textbook. I imagined myself living frugally off the + royalties and spending all my time painting. (The painting on the cover of this + book, ANSI Common Lisp, is one that I painted around this time.) The best thing + about New York for me was the presence of Idelle and Julian Weber. Idelle Weber + was a painter, one of the early photorealists, and I'd taken her painting class + at Harvard. I've never known a teacher more beloved by her students. Large numbers + of former students kept in touch with her, including me. After I moved to New + York I became her de facto studio assistant. She liked to paint on big, square + canvases, 4 to 5 feet on a side. One day in late 1994 as I was stretching one + of these monsters there was something on the radio about a famous fund manager. + He wasn't that much older than me, and was super rich. The thought suddenly + occurred to me: why don't I become rich? Then I'll be able to work on whatever + I want. Meanwhile I'd been hearing more and more about this new thing called + the World Wide Web.\",\"file_path: /Users/galklm/development/openllmetry/packages/opentelemetry-instrumentation-llamaindex/data/paul_graham/paul_graham_essay.txt + \ The best thing about New York for me was the presence of Idelle and Julian + Weber. Idelle Weber was a painter, one of the early photorealists, and I'd taken + her painting class at Harvard. I've never known a teacher more beloved by her + students. Large numbers of former students kept in touch with her, including + me. After I moved to New York I became her de facto studio assistant. She liked + to paint on big, square canvases, 4 to 5 feet on a side. One day in late 1994 + as I was stretching one of these monsters there was something on the radio about + a famous fund manager. He wasn't that much older than me, and was super rich. + The thought suddenly occurred to me: why don't I become rich? Then I'll be able + to work on whatever I want. Meanwhile I'd been hearing more and more about + this new thing called the World Wide Web. Robert Morris showed it to me when + I visited him in Cambridge, where he was now in grad school at Harvard. It seemed + to me that the web would be a big deal. I'd seen what graphical user interfaces + had done for the popularity of microcomputers. It seemed like the web would + do the same for the internet. If I wanted to get rich, here was the next train + leaving the station. I was right about that part. What I got wrong was the idea. + I decided we should start a company to put art galleries online. I can't honestly + say, after reading so many Y Combinator applications, that this was the worst + startup idea ever, but it was up there. Art galleries didn't want to be online, + and still don't, not the fancy ones. That's not how they sell. I wrote some + software to generate web sites for galleries, and Robert wrote some to resize + images and set up an http server to serve the pages. Then we tried to sign up + galleries. To call this a difficult sale would be an understatement. It was + difficult to give away. A few galleries let us make sites for them for free, + but none paid us. Then some online stores started to appear, and I realized + that except for the order buttons they were identical to the sites we'd been + generating for galleries. This impressive-sounding thing called an \\\"internet + storefront\\\" was something we already knew how to build. So in the summer + of 1995, after I submitted the camera-ready copy of ANSI Common Lisp to the + publishers, we started trying to write software to build online stores. At first + this was going to be normal desktop software, which in those days meant Windows + software. That was an alarming prospect, because neither of us knew how to write + Windows software or wanted to learn. We lived in the Unix world. But we decided + we'd at least try writing a prototype store builder on Unix. Robert wrote a + shopping cart, and I wrote a new site generator for stores \u2014 in Lisp, of + course. We were working out of Robert's apartment in Cambridge. His roommate + was away for big chunks of time, during which I got to sleep in his room. For + some reason there was no bed frame or sheets, just a mattress on the floor. + One morning as I was lying on this mattress I had an idea that made me sit up + like a capital L. What if we ran the software on the server, and let users control + it by clicking on links? Then we'd never have to write anything to run on users' + computers. We could generate the sites on the same server we'd serve them from. + Users wouldn't need anything more than a browser. This kind of software, known + as a web app, is common now, but at the time it wasn't clear that it was even + possible. To find out, we decided to try making a version of our store builder + that you could control through the browser. A couple days later, on August 12, + we had one that worked. The UI was horrible, but it proved you could build a + whole store through the browser, without any client software or typing anything + into the command line on the server. Now we felt like we were really onto something. + I had visions of a whole new generation of software working this way. You wouldn't + need versions, or ports, or any of that crap. At Interleaf there had been a + whole group called Release Engineering that seemed to be at least as big as + the group that actually wrote the software. Now you could just update the software + right on the server.\",\"file_path: /Users/galklm/development/openllmetry/packages/opentelemetry-instrumentation-llamaindex/data/paul_graham/paul_graham_essay.txt + \ Users wouldn't need anything more than a browser. This kind of software, + known as a web app, is common now, but at the time it wasn't clear that it was + even possible. To find out, we decided to try making a version of our store + builder that you could control through the browser. A couple days later, on + August 12, we had one that worked. The UI was horrible, but it proved you could + build a whole store through the browser, without any client software or typing + anything into the command line on the server. Now we felt like we were really + onto something. I had visions of a whole new generation of software working + this way. You wouldn't need versions, or ports, or any of that crap. At Interleaf + there had been a whole group called Release Engineering that seemed to be at + least as big as the group that actually wrote the software. Now you could just + update the software right on the server. We started a new company we called + Viaweb, after the fact that our software worked via the web, and we got $10,000 + in seed funding from Idelle's husband Julian. In return for that and doing the + initial legal work and giving us business advice, we gave him 10% of the company. + Ten years later this deal became the model for Y Combinator's. We knew founders + needed something like this, because we'd needed it ourselves. At this stage + I had a negative net worth, because the thousand dollars or so I had in the + bank was more than counterbalanced by what I owed the government in taxes. (Had + I diligently set aside the proper proportion of the money I'd made consulting + for Interleaf? No, I had not.) So although Robert had his graduate student stipend, + I needed that seed funding to live on. We originally hoped to launch in September, + but we got more ambitious about the software as we worked on it. Eventually + we managed to build a WYSIWYG site builder, in the sense that as you were creating + pages, they looked exactly like the static ones that would be generated later, + except that instead of leading to static pages, the links all referred to closures + stored in a hash table on the server. It helped to have studied art, because + the main goal of an online store builder is to make users look legit, and the + key to looking legit is high production values. If you get page layouts and + fonts and colors right, you can make a guy running a store out of his bedroom + look more legit than a big company. (If you're curious why my site looks so + old-fashioned, it's because it's still made with this software. It may look + clunky today, but in 1996 it was the last word in slick.) In September, Robert + rebelled. \\\"We've been working on this for a month,\\\" he said, \\\"and it's + still not done.\\\" This is funny in retrospect, because he would still be working + on it almost 3 years later. But I decided it might be prudent to recruit more + programmers, and I asked Robert who else in grad school with him was really + good. He recommended Trevor Blackwell, which surprised me at first, because + at that point I knew Trevor mainly for his plan to reduce everything in his + life to a stack of notecards, which he carried around with him. But Rtm was + right, as usual. Trevor turned out to be a frighteningly effective hacker. It + was a lot of fun working with Robert and Trevor. They're the two most independent-minded + people I know, and in completely different ways. If you could see inside Rtm's + brain it would look like a colonial New England church, and if you could see + inside Trevor's it would look like the worst excesses of Austrian Rococo. We + opened for business, with 6 stores, in January 1996. It was just as well we + waited a few months, because although we worried we were late, we were actually + almost fatally early. There was a lot of talk in the press then about ecommerce, + but not many people actually wanted online stores. [8] There were three main + parts to the software: the editor, which people used to build sites and which + I wrote, the shopping cart, which Robert wrote, and the manager, which kept + track of orders and statistics, and which Trevor wrote. In its time, the editor + was one of the best general-purpose site builders. I kept the code tight and + didn't have to integrate with any other software except Robert's and Trevor's, + so it was quite fun to work on.\",\"file_path: /Users/galklm/development/openllmetry/packages/opentelemetry-instrumentation-llamaindex/data/paul_graham/paul_graham_essay.txt + \ We opened for business, with 6 stores, in January 1996. It was just as well + we waited a few months, because although we worried we were late, we were actually + almost fatally early. There was a lot of talk in the press then about ecommerce, + but not many people actually wanted online stores. [8] There were three main + parts to the software: the editor, which people used to build sites and which + I wrote, the shopping cart, which Robert wrote, and the manager, which kept + track of orders and statistics, and which Trevor wrote. In its time, the editor + was one of the best general-purpose site builders. I kept the code tight and + didn't have to integrate with any other software except Robert's and Trevor's, + so it was quite fun to work on. If all I'd had to do was work on this software, + the next 3 years would have been the easiest of my life. Unfortunately I had + to do a lot more, all of it stuff I was worse at than programming, and the next + 3 years were instead the most stressful. There were a lot of startups making + ecommerce software in the second half of the 90s. We were determined to be the + Microsoft Word, not the Interleaf. Which meant being easy to use and inexpensive. + It was lucky for us that we were poor, because that caused us to make Viaweb + even more inexpensive than we realized. We charged $100 a month for a small + store and $300 a month for a big one. This low price was a big attraction, and + a constant thorn in the sides of competitors, but it wasn't because of some + clever insight that we set the price low. We had no idea what businesses paid + for things. $300 a month seemed like a lot of money to us. We did a lot of + things right by accident like that. For example, we did what's now called \\\"doing + things that don't scale,\\\" although at the time we would have described it + as \\\"being so lame that we're driven to the most desperate measures to get + users.\\\" The most common of which was building stores for them. This seemed + particularly humiliating, since the whole raison d'etre of our software was + that people could use it to make their own stores. But anything to get users. + \ We learned a lot more about retail than we wanted to know. For example, that + if you could only have a small image of a man's shirt (and all images were small + then by present standards), it was better to have a closeup of the collar than + a picture of the whole shirt. The reason I remember learning this was that it + meant I had to rescan about 30 images of men's shirts. My first set of scans + were so beautiful too. Though this felt wrong, it was exactly the right thing + to be doing. Building stores for users taught us about retail, and about how + it felt to use our software. I was initially both mystified and repelled by + \\\"business\\\" and thought we needed a \\\"business person\\\" to be in charge + of it, but once we started to get users, I was converted, in much the same way + I was converted to fatherhood once I had kids. Whatever users wanted, I was + all theirs. Maybe one day we'd have so many users that I couldn't scan their + images for them, but in the meantime there was nothing more important to do. + \ Another thing I didn't get at the time is that growth rate is the ultimate + test of a startup. Our growth rate was fine. We had about 70 stores at the end + of 1996 and about 500 at the end of 1997. I mistakenly thought the thing that + mattered was the absolute number of users. And that is the thing that matters + in the sense that that's how much money you're making, and if you're not making + enough, you might go out of business. But in the long term the growth rate takes + care of the absolute number. If we'd been a startup I was advising at Y Combinator, + I would have said: Stop being so stressed out, because you're doing fine. You're + growing 7x a year. Just don't hire too many more people and you'll soon be profitable, + and then you'll control your own destiny. Alas I hired lots more people, partly + because our investors wanted me to, and partly because that's what startups + did during the Internet Bubble. A company with just a handful of employees would + have seemed amateurish. So we didn't reach breakeven until about when Yahoo + bought us in the summer of 1998.\",\"file_path: /Users/galklm/development/openllmetry/packages/opentelemetry-instrumentation-llamaindex/data/paul_graham/paul_graham_essay.txt + \ And that is the thing that matters in the sense that that's how much money + you're making, and if you're not making enough, you might go out of business. + But in the long term the growth rate takes care of the absolute number. If we'd + been a startup I was advising at Y Combinator, I would have said: Stop being + so stressed out, because you're doing fine. You're growing 7x a year. Just don't + hire too many more people and you'll soon be profitable, and then you'll control + your own destiny. Alas I hired lots more people, partly because our investors + wanted me to, and partly because that's what startups did during the Internet + Bubble. A company with just a handful of employees would have seemed amateurish. + So we didn't reach breakeven until about when Yahoo bought us in the summer + of 1998. Which in turn meant we were at the mercy of investors for the entire + life of the company. And since both we and our investors were noobs at startups, + the result was a mess even by startup standards. It was a huge relief when + Yahoo bought us. In principle our Viaweb stock was valuable. It was a share + in a business that was profitable and growing rapidly. But it didn't feel very + valuable to me; I had no idea how to value a business, but I was all too keenly + aware of the near-death experiences we seemed to have every few months. Nor + had I changed my grad student lifestyle significantly since we started. So when + Yahoo bought us it felt like going from rags to riches. Since we were going + to California, I bought a car, a yellow 1998 VW GTI. I remember thinking that + its leather seats alone were by far the most luxurious thing I owned. The next + year, from the summer of 1998 to the summer of 1999, must have been the least + productive of my life. I didn't realize it at the time, but I was worn out from + the effort and stress of running Viaweb. For a while after I got to California + I tried to continue my usual m.o. of programming till 3 in the morning, but + fatigue combined with Yahoo's prematurely aged culture and grim cube farm in + Santa Clara gradually dragged me down. After a few months it felt disconcertingly + like working at Interleaf. Yahoo had given us a lot of options when they bought + us. At the time I thought Yahoo was so overvalued that they'd never be worth + anything, but to my astonishment the stock went up 5x in the next year. I hung + on till the first chunk of options vested, then in the summer of 1999 I left. + It had been so long since I'd painted anything that I'd half forgotten why I + was doing this. My brain had been entirely full of software and men's shirts + for 4 years. But I had done this to get rich so I could paint, I reminded myself, + and now I was rich, so I should go paint. When I said I was leaving, my boss + at Yahoo had a long conversation with me about my plans. I told him all about + the kinds of pictures I wanted to paint. At the time I was touched that he took + such an interest in me. Now I realize it was because he thought I was lying. + My options at that point were worth about $2 million a month. If I was leaving + that kind of money on the table, it could only be to go and start some new startup, + and if I did, I might take people with me. This was the height of the Internet + Bubble, and Yahoo was ground zero of it. My boss was at that moment a billionaire. + Leaving then to start a new startup must have seemed to him an insanely, and + yet also plausibly, ambitious plan. But I really was quitting to paint, and + I started immediately. There was no time to lose. I'd already burned 4 years + getting rich. Now when I talk to founders who are leaving after selling their + companies, my advice is always the same: take a vacation. That's what I should + have done, just gone off somewhere and done nothing for a month or two, but + the idea never occurred to me. So I tried to paint, but I just didn't seem + to have any energy or ambition. Part of the problem was that I didn't know many + people in California. I'd compounded this problem by buying a house up in the + Santa Cruz Mountains, with a beautiful view but miles from anywhere.\",\"file_path: + /Users/galklm/development/openllmetry/packages/opentelemetry-instrumentation-llamaindex/data/paul_graham/paul_graham_essay.txt + \ My boss was at that moment a billionaire. Leaving then to start a new startup + must have seemed to him an insanely, and yet also plausibly, ambitious plan. + \ But I really was quitting to paint, and I started immediately. There was no + time to lose. I'd already burned 4 years getting rich. Now when I talk to founders + who are leaving after selling their companies, my advice is always the same: + take a vacation. That's what I should have done, just gone off somewhere and + done nothing for a month or two, but the idea never occurred to me. So I tried + to paint, but I just didn't seem to have any energy or ambition. Part of the + problem was that I didn't know many people in California. I'd compounded this + problem by buying a house up in the Santa Cruz Mountains, with a beautiful view + but miles from anywhere. I stuck it out for a few more months, then in desperation + I went back to New York, where unless you understand about rent control you'll + be surprised to hear I still had my apartment, sealed up like a tomb of my old + life. Idelle was in New York at least, and there were other people trying to + paint there, even though I didn't know any of them. When I got back to New + York I resumed my old life, except now I was rich. It was as weird as it sounds. + I resumed all my old patterns, except now there were doors where there hadn't + been. Now when I was tired of walking, all I had to do was raise my hand, and + (unless it was raining) a taxi would stop to pick me up. Now when I walked past + charming little restaurants I could go in and order lunch. It was exciting for + a while. Painting started to go better. I experimented with a new kind of still + life where I'd paint one painting in the old way, then photograph it and print + it, blown up, on canvas, and then use that as the underpainting for a second + still life, painted from the same objects (which hopefully hadn't rotted yet). + \ Meanwhile I looked for an apartment to buy. Now I could actually choose what + neighborhood to live in. Where, I asked myself and various real estate agents, + is the Cambridge of New York? Aided by occasional visits to actual Cambridge, + I gradually realized there wasn't one. Huh. Around this time, in the spring + of 2000, I had an idea. It was clear from our experience with Viaweb that web + apps were the future. Why not build a web app for making web apps? Why not let + people edit code on our server through the browser, and then host the resulting + applications for them? [9] You could run all sorts of services on the servers + that these applications could use just by making an API call: making and receiving + phone calls, manipulating images, taking credit card payments, etc. I got so + excited about this idea that I couldn't think about anything else. It seemed + obvious that this was the future. I didn't particularly want to start another + company, but it was clear that this idea would have to be embodied as one, so + I decided to move to Cambridge and start it. I hoped to lure Robert into working + on it with me, but there I ran into a hitch. Robert was now a postdoc at MIT, + and though he'd made a lot of money the last time I'd lured him into working + on one of my schemes, it had also been a huge time sink. So while he agreed + that it sounded like a plausible idea, he firmly refused to work on it. Hmph. + Well, I'd do it myself then. I recruited Dan Giffin, who had worked for Viaweb, + and two undergrads who wanted summer jobs, and we got to work trying to build + what it's now clear is about twenty companies and several open source projects + worth of software. The language for defining applications would of course be + a dialect of Lisp. But I wasn't so naive as to assume I could spring an overt + Lisp on a general audience; we'd hide the parentheses, like Dylan did. By then + there was a name for the kind of company Viaweb was, an \\\"application service + provider,\\\" or ASP. This name didn't last long before it was replaced by \\\"software + as a service,\\\" but it was current for long enough that I named this new company + after it: it was going to be called Aspra. I started working on the application + builder, Dan worked on network infrastructure, and the two undergrads worked + on the first two services (images and phone calls).\",\"file_path: /Users/galklm/development/openllmetry/packages/opentelemetry-instrumentation-llamaindex/data/paul_graham/paul_graham_essay.txt + \ I recruited Dan Giffin, who had worked for Viaweb, and two undergrads who + wanted summer jobs, and we got to work trying to build what it's now clear is + about twenty companies and several open source projects worth of software. The + language for defining applications would of course be a dialect of Lisp. But + I wasn't so naive as to assume I could spring an overt Lisp on a general audience; + we'd hide the parentheses, like Dylan did. By then there was a name for the + kind of company Viaweb was, an \\\"application service provider,\\\" or ASP. + This name didn't last long before it was replaced by \\\"software as a service,\\\" + but it was current for long enough that I named this new company after it: it + was going to be called Aspra. I started working on the application builder, + Dan worked on network infrastructure, and the two undergrads worked on the first + two services (images and phone calls). But about halfway through the summer + I realized I really didn't want to run a company \u2014 especially not a big + one, which it was looking like this would have to be. I'd only started Viaweb + because I needed the money. Now that I didn't need money anymore, why was I + doing this? If this vision had to be realized as a company, then screw the vision. + I'd build a subset that could be done as an open source project. Much to my + surprise, the time I spent working on this stuff was not wasted after all. After + we started Y Combinator, I would often encounter startups working on parts of + this new architecture, and it was very useful to have spent so much time thinking + about it and even trying to write some of it. The subset I would build as an + open source project was the new Lisp, whose parentheses I now wouldn't even + have to hide. A lot of Lisp hackers dream of building a new Lisp, partly because + one of the distinctive features of the language is that it has dialects, and + partly, I think, because we have in our minds a Platonic form of Lisp that all + existing dialects fall short of. I certainly did. So at the end of the summer + Dan and I switched to working on this new dialect of Lisp, which I called Arc, + in a house I bought in Cambridge. The following spring, lightning struck. I + was invited to give a talk at a Lisp conference, so I gave one about how we'd + used Lisp at Viaweb. Afterward I put a postscript file of this talk online, + on paulgraham.com, which I'd created years before using Viaweb but had never + used for anything. In one day it got 30,000 page views. What on earth had happened? + The referring urls showed that someone had posted it on Slashdot. [10] Wow, + I thought, there's an audience. If I write something and put it on the web, + anyone can read it. That may seem obvious now, but it was surprising then. In + the print era there was a narrow channel to readers, guarded by fierce monsters + known as editors. The only way to get an audience for anything you wrote was + to get it published as a book, or in a newspaper or magazine. Now anyone could + publish anything. This had been possible in principle since 1993, but not many + people had realized it yet. I had been intimately involved with building the + infrastructure of the web for most of that time, and a writer as well, and it + had taken me 8 years to realize it. Even then it took me several years to understand + the implications. It meant there would be a whole new generation of essays. + [11] In the print era, the channel for publishing essays had been vanishingly + small. Except for a few officially anointed thinkers who went to the right parties + in New York, the only people allowed to publish essays were specialists writing + about their specialties. There were so many essays that had never been written, + because there had been no way to publish them. Now they could be, and I was + going to write them. [12] I've worked on several different things, but to the + extent there was a turning point where I figured out what to work on, it was + when I started publishing essays online. From then on I knew that whatever else + I did, I'd always write essays too. I knew that online essays would be a marginal + medium at first. Socially they'd seem more like rants posted by nutjobs on their + GeoCities sites than the genteel and beautifully typeset compositions published + in The New Yorker. But by this point I knew enough to find that encouraging + instead of discouraging.\",\"file_path: /Users/galklm/development/openllmetry/packages/opentelemetry-instrumentation-llamaindex/data/paul_graham/paul_graham_essay.txt + \ Except for a few officially anointed thinkers who went to the right parties + in New York, the only people allowed to publish essays were specialists writing + about their specialties. There were so many essays that had never been written, + because there had been no way to publish them. Now they could be, and I was + going to write them. [12] I've worked on several different things, but to the + extent there was a turning point where I figured out what to work on, it was + when I started publishing essays online. From then on I knew that whatever else + I did, I'd always write essays too. I knew that online essays would be a marginal + medium at first. Socially they'd seem more like rants posted by nutjobs on their + GeoCities sites than the genteel and beautifully typeset compositions published + in The New Yorker. But by this point I knew enough to find that encouraging + instead of discouraging. One of the most conspicuous patterns I've noticed + in my life is how well it has worked, for me at least, to work on things that + weren't prestigious. Still life has always been the least prestigious form of + painting. Viaweb and Y Combinator both seemed lame when we started them. I still + get the glassy eye from strangers when they ask what I'm writing, and I explain + that it's an essay I'm going to publish on my web site. Even Lisp, though prestigious + intellectually in something like the way Latin is, also seems about as hip. + \ It's not that unprestigious types of work are good per se. But when you find + yourself drawn to some kind of work despite its current lack of prestige, it's + a sign both that there's something real to be discovered there, and that you + have the right kind of motives. Impure motives are a big danger for the ambitious. + If anything is going to lead you astray, it will be the desire to impress people. + So while working on things that aren't prestigious doesn't guarantee you're + on the right track, it at least guarantees you're not on the most common type + of wrong one. Over the next several years I wrote lots of essays about all + kinds of different topics. O'Reilly reprinted a collection of them as a book, + called Hackers & Painters after one of the essays in it. I also worked on spam + filters, and did some more painting. I used to have dinners for a group of friends + every thursday night, which taught me how to cook for groups. And I bought another + building in Cambridge, a former candy factory (and later, twas said, porn studio), + to use as an office. One night in October 2003 there was a big party at my + house. It was a clever idea of my friend Maria Daniels, who was one of the thursday + diners. Three separate hosts would all invite their friends to one party. So + for every guest, two thirds of the other guests would be people they didn't + know but would probably like. One of the guests was someone I didn't know but + would turn out to like a lot: a woman called Jessica Livingston. A couple days + later I asked her out. Jessica was in charge of marketing at a Boston investment + bank. This bank thought it understood startups, but over the next year, as she + met friends of mine from the startup world, she was surprised how different + reality was. And how colorful their stories were. So she decided to compile + a book of interviews with startup founders. When the bank had financial problems + and she had to fire half her staff, she started looking for a new job. In early + 2005 she interviewed for a marketing job at a Boston VC firm. It took them weeks + to make up their minds, and during this time I started telling her about all + the things that needed to be fixed about venture capital. They should make a + larger number of smaller investments instead of a handful of giant ones, they + should be funding younger, more technical founders instead of MBAs, they should + let the founders remain as CEO, and so on. One of my tricks for writing essays + had always been to give talks. The prospect of having to stand up in front of + a group of people and tell them something that won't waste their time is a great + spur to the imagination. When the Harvard Computer Society, the undergrad computer + club, asked me to give a talk, I decided I would tell them how to start a startup. + Maybe they'd be able to avoid the worst of the mistakes we'd made. So I gave + this talk, in the course of which I told them that the best sources of seed + funding were successful startup founders, because then they'd be sources of + advice too.\",\"file_path: /Users/galklm/development/openllmetry/packages/opentelemetry-instrumentation-llamaindex/data/paul_graham/paul_graham_essay.txt + \ They should make a larger number of smaller investments instead of a handful + of giant ones, they should be funding younger, more technical founders instead + of MBAs, they should let the founders remain as CEO, and so on. One of my tricks + for writing essays had always been to give talks. The prospect of having to + stand up in front of a group of people and tell them something that won't waste + their time is a great spur to the imagination. When the Harvard Computer Society, + the undergrad computer club, asked me to give a talk, I decided I would tell + them how to start a startup. Maybe they'd be able to avoid the worst of the + mistakes we'd made. So I gave this talk, in the course of which I told them + that the best sources of seed funding were successful startup founders, because + then they'd be sources of advice too. Whereupon it seemed they were all looking + expectantly at me. Horrified at the prospect of having my inbox flooded by business + plans (if I'd only known), I blurted out \\\"But not me!\\\" and went on with + the talk. But afterward it occurred to me that I should really stop procrastinating + about angel investing. I'd been meaning to since Yahoo bought us, and now it + was 7 years later and I still hadn't done one angel investment. Meanwhile I + had been scheming with Robert and Trevor about projects we could work on together. + I missed working with them, and it seemed like there had to be something we + could collaborate on. As Jessica and I were walking home from dinner on March + 11, at the corner of Garden and Walker streets, these three threads converged. + Screw the VCs who were taking so long to make up their minds. We'd start our + own investment firm and actually implement the ideas we'd been talking about. + I'd fund it, and Jessica could quit her job and work for it, and we'd get Robert + and Trevor as partners too. [13] Once again, ignorance worked in our favor. + We had no idea how to be angel investors, and in Boston in 2005 there were no + Ron Conways to learn from. So we just made what seemed like the obvious choices, + and some of the things we did turned out to be novel. There are multiple components + to Y Combinator, and we didn't figure them all out at once. The part we got + first was to be an angel firm. In those days, those two words didn't go together. + There were VC firms, which were organized companies with people whose job it + was to make investments, but they only did big, million dollar investments. + And there were angels, who did smaller investments, but these were individuals + who were usually focused on other things and made investments on the side. And + neither of them helped founders enough in the beginning. We knew how helpless + founders were in some respects, because we remembered how helpless we'd been. + For example, one thing Julian had done for us that seemed to us like magic was + to get us set up as a company. We were fine writing fairly difficult software, + but actually getting incorporated, with bylaws and stock and all that stuff, + how on earth did you do that? Our plan was not only to make seed investments, + but to do for startups everything Julian had done for us. YC was not organized + as a fund. It was cheap enough to run that we funded it with our own money. + That went right by 99% of readers, but professional investors are thinking \\\"Wow, + that means they got all the returns.\\\" But once again, this was not due to + any particular insight on our part. We didn't know how VC firms were organized. + It never occurred to us to try to raise a fund, and if it had, we wouldn't have + known where to start. [14] The most distinctive thing about YC is the batch + model: to fund a bunch of startups all at once, twice a year, and then to spend + three months focusing intensively on trying to help them. That part we discovered + by accident, not merely implicitly but explicitly due to our ignorance about + investing. We needed to get experience as investors. What better way, we thought, + than to fund a whole bunch of startups at once? We knew undergrads got temporary + jobs at tech companies during the summer. Why not organize a summer program + where they'd start startups instead? We wouldn't feel guilty for being in a + sense fake investors, because they would in a similar sense be fake founders.\",\"file_path: + /Users/galklm/development/openllmetry/packages/opentelemetry-instrumentation-llamaindex/data/paul_graham/paul_graham_essay.txt + \ We didn't know how VC firms were organized. It never occurred to us to try + to raise a fund, and if it had, we wouldn't have known where to start. [14] + \ The most distinctive thing about YC is the batch model: to fund a bunch of + startups all at once, twice a year, and then to spend three months focusing + intensively on trying to help them. That part we discovered by accident, not + merely implicitly but explicitly due to our ignorance about investing. We needed + to get experience as investors. What better way, we thought, than to fund a + whole bunch of startups at once? We knew undergrads got temporary jobs at tech + companies during the summer. Why not organize a summer program where they'd + start startups instead? We wouldn't feel guilty for being in a sense fake investors, + because they would in a similar sense be fake founders. So while we probably + wouldn't make much money out of it, we'd at least get to practice being investors + on them, and they for their part would probably have a more interesting summer + than they would working at Microsoft. We'd use the building I owned in Cambridge + as our headquarters. We'd all have dinner there once a week \u2014 on tuesdays, + since I was already cooking for the thursday diners on thursdays \u2014 and + after dinner we'd bring in experts on startups to give talks. We knew undergrads + were deciding then about summer jobs, so in a matter of days we cooked up something + we called the Summer Founders Program, and I posted an announcement on my site, + inviting undergrads to apply. I had never imagined that writing essays would + be a way to get \\\"deal flow,\\\" as investors call it, but it turned out to + be the perfect source. [15] We got 225 applications for the Summer Founders + Program, and we were surprised to find that a lot of them were from people who'd + already graduated, or were about to that spring. Already this SFP thing was + starting to feel more serious than we'd intended. We invited about 20 of the + 225 groups to interview in person, and from those we picked 8 to fund. They + were an impressive group. That first batch included reddit, Justin Kan and Emmett + Shear, who went on to found Twitch, Aaron Swartz, who had already helped write + the RSS spec and would a few years later become a martyr for open access, and + Sam Altman, who would later become the second president of YC. I don't think + it was entirely luck that the first batch was so good. You had to be pretty + bold to sign up for a weird thing like the Summer Founders Program instead of + a summer job at a legit place like Microsoft or Goldman Sachs. The deal for + startups was based on a combination of the deal we did with Julian ($10k for + 10%) and what Robert said MIT grad students got for the summer ($6k). We invested + $6k per founder, which in the typical two-founder case was $12k, in return for + 6%. That had to be fair, because it was twice as good as the deal we ourselves + had taken. Plus that first summer, which was really hot, Jessica brought the + founders free air conditioners. [16] Fairly quickly I realized that we had + stumbled upon the way to scale startup funding. Funding startups in batches + was more convenient for us, because it meant we could do things for a lot of + startups at once, but being part of a batch was better for the startups too. + It solved one of the biggest problems faced by founders: the isolation. Now + you not only had colleagues, but colleagues who understood the problems you + were facing and could tell you how they were solving them. As YC grew, we started + to notice other advantages of scale. The alumni became a tight community, dedicated + to helping one another, and especially the current batch, whose shoes they remembered + being in. We also noticed that the startups were becoming one another's customers. + We used to refer jokingly to the \\\"YC GDP,\\\" but as YC grows this becomes + less and less of a joke. Now lots of startups get their initial set of customers + almost entirely from among their batchmates. I had not originally intended + YC to be a full-time job. I was going to do three things: hack, write essays, + and work on YC. As YC grew, and I grew more excited about it, it started to + take up a lot more than a third of my attention. But for the first few years + I was still able to work on other things. In the summer of 2006, Robert and + I started working on a new version of Arc.\",\"file_path: /Users/galklm/development/openllmetry/packages/opentelemetry-instrumentation-llamaindex/data/paul_graham/paul_graham_essay.txt + \ The alumni became a tight community, dedicated to helping one another, and + especially the current batch, whose shoes they remembered being in. We also + noticed that the startups were becoming one another's customers. We used to + refer jokingly to the \\\"YC GDP,\\\" but as YC grows this becomes less and + less of a joke. Now lots of startups get their initial set of customers almost + entirely from among their batchmates. I had not originally intended YC to be + a full-time job. I was going to do three things: hack, write essays, and work + on YC. As YC grew, and I grew more excited about it, it started to take up a + lot more than a third of my attention. But for the first few years I was still + able to work on other things. In the summer of 2006, Robert and I started working + on a new version of Arc. This one was reasonably fast, because it was compiled + into Scheme. To test this new Arc, I wrote Hacker News in it. It was originally + meant to be a news aggregator for startup founders and was called Startup News, + but after a few months I got tired of reading about nothing but startups. Plus + it wasn't startup founders we wanted to reach. It was future startup founders. + So I changed the name to Hacker News and the topic to whatever engaged one's + intellectual curiosity. HN was no doubt good for YC, but it was also by far + the biggest source of stress for me. If all I'd had to do was select and help + founders, life would have been so easy. And that implies that HN was a mistake. + Surely the biggest source of stress in one's work should at least be something + close to the core of the work. Whereas I was like someone who was in pain while + running a marathon not from the exertion of running, but because I had a blister + from an ill-fitting shoe. When I was dealing with some urgent problem during + YC, there was about a 60% chance it had to do with HN, and a 40% chance it had + do with everything else combined. [17] As well as HN, I wrote all of YC's internal + software in Arc. But while I continued to work a good deal in Arc, I gradually + stopped working on Arc, partly because I didn't have time to, and partly because + it was a lot less attractive to mess around with the language now that we had + all this infrastructure depending on it. So now my three projects were reduced + to two: writing essays and working on YC. YC was different from other kinds + of work I've done. Instead of deciding for myself what to work on, the problems + came to me. Every 6 months there was a new batch of startups, and their problems, + whatever they were, became our problems. It was very engaging work, because + their problems were quite varied, and the good founders were very effective. + If you were trying to learn the most you could about startups in the shortest + possible time, you couldn't have picked a better way to do it. There were parts + of the job I didn't like. Disputes between cofounders, figuring out when people + were lying to us, fighting with people who maltreated the startups, and so on. + But I worked hard even at the parts I didn't like. I was haunted by something + Kevin Hale once said about companies: \\\"No one works harder than the boss.\\\" + He meant it both descriptively and prescriptively, and it was the second part + that scared me. I wanted YC to be good, so if how hard I worked set the upper + bound on how hard everyone else worked, I'd better work very hard. One day + in 2010, when he was visiting California for interviews, Robert Morris did something + astonishing: he offered me unsolicited advice. I can only remember him doing + that once before. One day at Viaweb, when I was bent over double from a kidney + stone, he suggested that it would be a good idea for him to take me to the hospital. + That was what it took for Rtm to offer unsolicited advice. So I remember his + exact words very clearly. \\\"You know,\\\" he said, \\\"you should make sure + Y Combinator isn't the last cool thing you do.\\\" At the time I didn't understand + what he meant, but gradually it dawned on me that he was saying I should quit. + This seemed strange advice, because YC was doing great. But if there was one + thing rarer than Rtm offering advice, it was Rtm being wrong. So this set me + thinking.\",\"file_path: /Users/galklm/development/openllmetry/packages/opentelemetry-instrumentation-llamaindex/data/paul_graham/paul_graham_essay.txt + \ One day in 2010, when he was visiting California for interviews, Robert Morris + did something astonishing: he offered me unsolicited advice. I can only remember + him doing that once before. One day at Viaweb, when I was bent over double from + a kidney stone, he suggested that it would be a good idea for him to take me + to the hospital. That was what it took for Rtm to offer unsolicited advice. + So I remember his exact words very clearly. \\\"You know,\\\" he said, \\\"you + should make sure Y Combinator isn't the last cool thing you do.\\\" At the + time I didn't understand what he meant, but gradually it dawned on me that he + was saying I should quit. This seemed strange advice, because YC was doing great. + But if there was one thing rarer than Rtm offering advice, it was Rtm being + wrong. So this set me thinking. It was true that on my current trajectory, YC + would be the last thing I did, because it was only taking up more of my attention. + It had already eaten Arc, and was in the process of eating essays too. Either + YC was my life's work or I'd have to leave eventually. And it wasn't, so I would. + \ In the summer of 2012 my mother had a stroke, and the cause turned out to + be a blood clot caused by colon cancer. The stroke destroyed her balance, and + she was put in a nursing home, but she really wanted to get out of it and back + to her house, and my sister and I were determined to help her do it. I used + to fly up to Oregon to visit her regularly, and I had a lot of time to think + on those flights. On one of them I realized I was ready to hand YC over to someone + else. I asked Jessica if she wanted to be president, but she didn't, so we + decided we'd try to recruit Sam Altman. We talked to Robert and Trevor and we + agreed to make it a complete changing of the guard. Up till that point YC had + been controlled by the original LLC we four had started. But we wanted YC to + last for a long time, and to do that it couldn't be controlled by the founders. + So if Sam said yes, we'd let him reorganize YC. Robert and I would retire, and + Jessica and Trevor would become ordinary partners. When we asked Sam if he + wanted to be president of YC, initially he said no. He wanted to start a startup + to make nuclear reactors. But I kept at it, and in October 2013 he finally agreed. + We decided he'd take over starting with the winter 2014 batch. For the rest + of 2013 I left running YC more and more to Sam, partly so he could learn the + job, and partly because I was focused on my mother, whose cancer had returned. + \ She died on January 15, 2014. We knew this was coming, but it was still hard + when it did. I kept working on YC till March, to help get that batch of startups + through Demo Day, then I checked out pretty completely. (I still talk to alumni + and to new startups working on things I'm interested in, but that only takes + a few hours a week.) What should I do next? Rtm's advice hadn't included anything + about that. I wanted to do something completely different, so I decided I'd + paint. I wanted to see how good I could get if I really focused on it. So the + day after I stopped working on YC, I started painting. I was rusty and it took + a while to get back into shape, but it was at least completely engaging. [18] + \ I spent most of the rest of 2014 painting. I'd never been able to work so + uninterruptedly before, and I got to be better than I had been. Not good enough, + but better. Then in November, right in the middle of a painting, I ran out of + steam. Up till that point I'd always been curious to see how the painting I + was working on would turn out, but suddenly finishing this one seemed like a + chore. So I stopped working on it and cleaned my brushes and haven't painted + since. So far anyway. I realize that sounds rather wimpy. But attention is + a zero sum game. If you can choose what to work on, and you choose a project + that's not the best one (or at least a good one) for you, then it's getting + in the way of another project that is.\",\"file_path: /Users/galklm/development/openllmetry/packages/opentelemetry-instrumentation-llamaindex/data/paul_graham/paul_graham_essay.txt + \ [18] I spent most of the rest of 2014 painting. I'd never been able to work + so uninterruptedly before, and I got to be better than I had been. Not good + enough, but better. Then in November, right in the middle of a painting, I ran + out of steam. Up till that point I'd always been curious to see how the painting + I was working on would turn out, but suddenly finishing this one seemed like + a chore. So I stopped working on it and cleaned my brushes and haven't painted + since. So far anyway. I realize that sounds rather wimpy. But attention is + a zero sum game. If you can choose what to work on, and you choose a project + that's not the best one (or at least a good one) for you, then it's getting + in the way of another project that is. And at 50 there was some opportunity + cost to screwing around. I started writing essays again, and wrote a bunch + of new ones over the next few months. I even wrote a couple that weren't about + startups. Then in March 2015 I started working on Lisp again. The distinctive + thing about Lisp is that its core is a language defined by writing an interpreter + in itself. It wasn't originally intended as a programming language in the ordinary + sense. It was meant to be a formal model of computation, an alternative to the + Turing machine. If you want to write an interpreter for a language in itself, + what's the minimum set of predefined operators you need? The Lisp that John + McCarthy invented, or more accurately discovered, is an answer to that question. + [19] McCarthy didn't realize this Lisp could even be used to program computers + till his grad student Steve Russell suggested it. Russell translated McCarthy's + interpreter into IBM 704 machine language, and from that point Lisp started + also to be a programming language in the ordinary sense. But its origins as + a model of computation gave it a power and elegance that other languages couldn't + match. It was this that attracted me in college, though I didn't understand + why at the time. McCarthy's 1960 Lisp did nothing more than interpret Lisp + expressions. It was missing a lot of things you'd want in a programming language. + So these had to be added, and when they were, they weren't defined using McCarthy's + original axiomatic approach. That wouldn't have been feasible at the time. McCarthy + tested his interpreter by hand-simulating the execution of programs. But it + was already getting close to the limit of interpreters you could test that way + \u2014 indeed, there was a bug in it that McCarthy had overlooked. To test a + more complicated interpreter, you'd have had to run it, and computers then weren't + powerful enough. Now they are, though. Now you could continue using McCarthy's + axiomatic approach till you'd defined a complete programming language. And as + long as every change you made to McCarthy's Lisp was a discoveredness-preserving + transformation, you could, in principle, end up with a complete language that + had this quality. Harder to do than to talk about, of course, but if it was + possible in principle, why not try? So I decided to take a shot at it. It took + 4 years, from March 26, 2015 to October 12, 2019. It was fortunate that I had + a precisely defined goal, or it would have been hard to keep at it for so long. + \ I wrote this new Lisp, called Bel, in itself in Arc. That may sound like a + contradiction, but it's an indication of the sort of trickery I had to engage + in to make this work. By means of an egregious collection of hacks I managed + to make something close enough to an interpreter written in itself that could + actually run. Not fast, but fast enough to test. I had to ban myself from writing + essays during most of this time, or I'd never have finished. In late 2015 I + spent 3 months writing essays, and when I went back to working on Bel I could + barely understand the code. Not so much because it was badly written as because + the problem is so convoluted. When you're working on an interpreter written + in itself, it's hard to keep track of what's happening at what level, and errors + can be practically encrypted by the time you get them. So I said no more essays + till Bel was done. But I told few people about Bel while I was working on it. + So for years it must have seemed that I was doing nothing, when in fact I was + working harder than I'd ever worked on anything.\",\"file_path: /Users/galklm/development/openllmetry/packages/opentelemetry-instrumentation-llamaindex/data/paul_graham/paul_graham_essay.txt + \ Not fast, but fast enough to test. I had to ban myself from writing essays + during most of this time, or I'd never have finished. In late 2015 I spent 3 + months writing essays, and when I went back to working on Bel I could barely + understand the code. Not so much because it was badly written as because the + problem is so convoluted. When you're working on an interpreter written in itself, + it's hard to keep track of what's happening at what level, and errors can be + practically encrypted by the time you get them. So I said no more essays till + Bel was done. But I told few people about Bel while I was working on it. So + for years it must have seemed that I was doing nothing, when in fact I was working + harder than I'd ever worked on anything. Occasionally after wrestling for hours + with some gruesome bug I'd check Twitter or HN and see someone asking \\\"Does + Paul Graham still code?\\\" Working on Bel was hard but satisfying. I worked + on it so intensively that at any given time I had a decent chunk of the code + in my head and could write more there. I remember taking the boys to the coast + on a sunny day in 2015 and figuring out how to deal with some problem involving + continuations while I watched them play in the tide pools. It felt like I was + doing life right. I remember that because I was slightly dismayed at how novel + it felt. The good news is that I had more moments like this over the next few + years. In the summer of 2016 we moved to England. We wanted our kids to see + what it was like living in another country, and since I was a British citizen + by birth, that seemed the obvious choice. We only meant to stay for a year, + but we liked it so much that we still live there. So most of Bel was written + in England. In the fall of 2019, Bel was finally finished. Like McCarthy's + original Lisp, it's a spec rather than an implementation, although like McCarthy's + Lisp it's a spec expressed as code. Now that I could write essays again, I + wrote a bunch about topics I'd had stacked up. I kept writing essays through + 2020, but I also started to think about other things I could work on. How should + I choose what to do? Well, how had I chosen what to work on in the past? I wrote + an essay for myself to answer that question, and I was surprised how long and + messy the answer turned out to be. If this surprised me, who'd lived it, then + I thought perhaps it would be interesting to other people, and encouraging to + those with similarly messy lives. So I wrote a more detailed version for others + to read, and this is the last sentence of it. Notes [1] My experience + skipped a step in the evolution of computers: time-sharing machines with interactive + OSes. I went straight from batch processing to microcomputers, which made microcomputers + seem all the more exciting. [2] Italian words for abstract concepts can nearly + always be predicted from their English cognates (except for occasional traps + like polluzione). It's the everyday words that differ. So if you string together + a lot of abstract concepts with a few simple verbs, you can make a little Italian + go a long way. [3] I lived at Piazza San Felice 4, so my walk to the Accademia + went straight down the spine of old Florence: past the Pitti, across the bridge, + past Orsanmichele, between the Duomo and the Baptistery, and then up Via Ricasoli + to Piazza San Marco. I saw Florence at street level in every possible condition, + from empty dark winter evenings to sweltering summer days when the streets were + packed with tourists. [4] You can of course paint people like still lives if + you want to, and they're willing. That sort of portrait is arguably the apex + of still life painting, though the long sitting does tend to produce pained + expressions in the sitters. [5] Interleaf was one of many companies that had + smart people and built impressive technology, and yet got crushed by Moore's + Law. In the 1990s the exponential growth in the power of commodity (i.e. Intel) + processors rolled up high-end, special-purpose hardware and software companies + like a bulldozer. [6] The signature style seekers at RISD weren't specifically + mercenary. In the art world, money and coolness are tightly coupled. Anything + expensive comes to be seen as cool, and anything seen as cool will soon become + equally expensive.\",\"file_path: /Users/galklm/development/openllmetry/packages/opentelemetry-instrumentation-llamaindex/data/paul_graham/paul_graham_essay.txt + \ [4] You can of course paint people like still lives if you want to, and they're + willing. That sort of portrait is arguably the apex of still life painting, + though the long sitting does tend to produce pained expressions in the sitters. + \ [5] Interleaf was one of many companies that had smart people and built impressive + technology, and yet got crushed by Moore's Law. In the 1990s the exponential + growth in the power of commodity (i.e. Intel) processors rolled up high-end, + special-purpose hardware and software companies like a bulldozer. [6] The signature + style seekers at RISD weren't specifically mercenary. In the art world, money + and coolness are tightly coupled. Anything expensive comes to be seen as cool, + and anything seen as cool will soon become equally expensive. [7] Technically + the apartment wasn't rent-controlled but rent-stabilized, but this is a refinement + only New Yorkers would know or care about. The point is that it was really cheap, + less than half market price. [8] Most software you can launch as soon as it's + done. But when the software is an online store builder and you're hosting the + stores, if you don't have any users yet, that fact will be painfully obvious. + So before we could launch publicly we had to launch privately, in the sense + of recruiting an initial set of users and making sure they had decent-looking + stores. [9] We'd had a code editor in Viaweb for users to define their own + page styles. They didn't know it, but they were editing Lisp expressions underneath. + But this wasn't an app editor, because the code ran when the merchants' sites + were generated, not when shoppers visited them. [10] This was the first instance + of what is now a familiar experience, and so was what happened next, when I + read the comments and found they were full of angry people. How could I claim + that Lisp was better than other languages? Weren't they all Turing complete? + People who see the responses to essays I write sometimes tell me how sorry they + feel for me, but I'm not exaggerating when I reply that it has always been like + this, since the very beginning. It comes with the territory. An essay must tell + readers things they don't already know, and some people dislike being told such + things. [11] People put plenty of stuff on the internet in the 90s of course, + but putting something online is not the same as publishing it online. Publishing + online means you treat the online version as the (or at least a) primary version. + \ [12] There is a general lesson here that our experience with Y Combinator + also teaches: Customs continue to constrain you long after the restrictions + that caused them have disappeared. Customary VC practice had once, like the + customs about publishing essays, been based on real constraints. Startups had + once been much more expensive to start, and proportionally rare. Now they could + be cheap and common, but the VCs' customs still reflected the old world, just + as customs about writing essays still reflected the constraints of the print + era. Which in turn implies that people who are independent-minded (i.e. less + influenced by custom) will have an advantage in fields affected by rapid change + (where customs are more likely to be obsolete). Here's an interesting point, + though: you can't always predict which fields will be affected by rapid change. + Obviously software and venture capital will be, but who would have predicted + that essay writing would be? [13] Y Combinator was not the original name. At + first we were called Cambridge Seed. But we didn't want a regional name, in + case someone copied us in Silicon Valley, so we renamed ourselves after one + of the coolest tricks in the lambda calculus, the Y combinator. I picked orange + as our color partly because it's the warmest, and partly because no VC used + it. In 2005 all the VCs used staid colors like maroon, navy blue, and forest + green, because they were trying to appeal to LPs, not founders. The YC logo + itself is an inside joke: the Viaweb logo had been a white V on a red circle, + so I made the YC logo a white Y on an orange square. [14] YC did become a fund + for a couple years starting in 2009, because it was getting so big I could no + longer afford to fund it personally. But after Heroku got bought we had enough + money to go back to being self-funded. [15] I've never liked the term \\\"deal + flow,\\\" because it implies that the number of new startups at any given time + is fixed.\",\"file_path: /Users/galklm/development/openllmetry/packages/opentelemetry-instrumentation-llamaindex/data/paul_graham/paul_graham_essay.txt + \ I picked orange as our color partly because it's the warmest, and partly because + no VC used it. In 2005 all the VCs used staid colors like maroon, navy blue, + and forest green, because they were trying to appeal to LPs, not founders. The + YC logo itself is an inside joke: the Viaweb logo had been a white V on a red + circle, so I made the YC logo a white Y on an orange square. [14] YC did become + a fund for a couple years starting in 2009, because it was getting so big I + could no longer afford to fund it personally. But after Heroku got bought we + had enough money to go back to being self-funded. [15] I've never liked the + term \\\"deal flow,\\\" because it implies that the number of new startups at + any given time is fixed. This is not only false, but it's the purpose of YC + to falsify it, by causing startups to be founded that would not otherwise have + existed. [16] She reports that they were all different shapes and sizes, because + there was a run on air conditioners and she had to get whatever she could, but + that they were all heavier than she could carry now. [17] Another problem with + HN was a bizarre edge case that occurs when you both write essays and run a + forum. When you run a forum, you're assumed to see if not every conversation, + at least every conversation involving you. And when you write essays, people + post highly imaginative misinterpretations of them on forums. Individually these + two phenomena are tedious but bearable, but the combination is disastrous. You + actually have to respond to the misinterpretations, because the assumption that + you're present in the conversation means that not responding to any sufficiently + upvoted misinterpretation reads as a tacit admission that it's correct. But + that in turn encourages more; anyone who wants to pick a fight with you senses + that now is their chance. [18] The worst thing about leaving YC was not working + with Jessica anymore. We'd been working on YC almost the whole time we'd known + each other, and we'd neither tried nor wanted to separate it from our personal + lives, so leaving was like pulling up a deeply rooted tree. [19] One way to + get more precise about the concept of invented vs discovered is to talk about + space aliens. Any sufficiently advanced alien civilization would certainly know + about the Pythagorean theorem, for example. I believe, though with less certainty, + that they would also know about the Lisp in McCarthy's 1960 paper. But if so + there's no reason to suppose that this is the limit of the language that might + be known to them. Presumably aliens need numbers and errors and I/O too. So + it seems likely there exists at least one path out of McCarthy's Lisp along + which discoveredness is preserved. Thanks to Trevor Blackwell, John Collison, + Patrick Collison, Daniel Gackle, Ralph Hazell, Jessica Livingston, Robert Morris, + and Harj Taggar for reading drafts of this.\"],\"model\":\"text-embedding-3-large\",\"encoding_format\":\"base64\"}" + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '95198' + content-type: + - application/json + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.109.1 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.109.1 + x-stainless-read-timeout: + - '60.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.6 + method: POST + uri: https://api.openai.com/v1/embeddings + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//VHtLk7LMtub8/Iov9tSOEBDIZM+4i4CZCqjYI0BF8IJcMoE8f/5EUru7 + 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x-openai-proxy-wasm: + - v0.1 + x-ratelimit-limit-requests: + - '10000' + x-ratelimit-limit-tokens: + - '10000000' + x-ratelimit-remaining-requests: + - '9999' + x-ratelimit-remaining-tokens: + - '9999992' + x-ratelimit-reset-requests: + - 6ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_6f3cd466dbf74a35a3597c127aaf2386 + status: + code: 200 + message: OK +- request: + body: "{\"messages\":[{\"role\":\"system\",\"content\":\"You are an expert Q&A + system that is trusted around the world.\\nAlways answer the query using the + provided context information, and not prior knowledge.\\nSome rules to follow:\\n1. + Never directly reference the given context in your answer.\\n2. Avoid statements + like 'Based on the context, ...' or 'The context information ...' or anything + along those lines.\"},{\"role\":\"user\",\"content\":\"Context information is + below.\\n---------------------\\nfile_path: /Users/galklm/development/openllmetry/packages/opentelemetry-instrumentation-llamaindex/data/paul_graham/paul_graham_essay.txt\\n\\nWhat + I Worked On\\n\\nFebruary 2021\\n\\nBefore college the two main things I worked + on, outside of school, were writing and programming. I didn't write essays. + I wrote what beginning writers were supposed to write then, and probably still + are: short stories. My stories were awful. They had hardly any plot, just characters + with strong feelings, which I imagined made them deep.\\n\\nThe first programs + I tried writing were on the IBM 1401 that our school district used for what + was then called \\\"data processing.\\\" This was in 9th grade, so I was 13 + or 14. The school district's 1401 happened to be in the basement of our junior + high school, and my friend Rich Draves and I got permission to use it. It was + like a mini Bond villain's lair down there, with all these alien-looking machines + \u2014 CPU, disk drives, printer, card reader \u2014 sitting up on a raised + floor under bright fluorescent lights.\\n\\nThe language we used was an early + version of Fortran. You had to type programs on punch cards, then stack them + in the card reader and press a button to load the program into memory and run + it. The result would ordinarily be to print something on the spectacularly loud + printer.\\n\\nI was puzzled by the 1401. I couldn't figure out what to do with + it. And in retrospect there's not much I could have done with it. The only form + of input to programs was data stored on punched cards, and I didn't have any + data stored on punched cards. The only other option was to do things that didn't + rely on any input, like calculate approximations of pi, but I didn't know enough + math to do anything interesting of that type. So I'm not surprised I can't remember + any programs I wrote, because they can't have done much. My clearest memory + is of the moment I learned it was possible for programs not to terminate, when + one of mine didn't. On a machine without time-sharing, this was a social as + well as a technical error, as the data center manager's expression made clear.\\n\\nWith + microcomputers, everything changed. Now you could have a computer sitting right + in front of you, on a desk, that could respond to your keystrokes as it was + running instead of just churning through a stack of punch cards and then stopping. + [1]\\n\\nThe first of my friends to get a microcomputer built it himself. It + was sold as a kit by Heathkit. I remember vividly how impressed and envious + I felt watching him sitting in front of it, typing programs right into the computer.\\n\\nComputers + were expensive in those days and it took me years of nagging before I convinced + my father to buy one, a TRS-80, in about 1980. The gold standard then was the + Apple II, but a TRS-80 was good enough. This was when I really started programming. + I wrote simple games, a program to predict how high my model rockets would fly, + and a word processor that my father used to write at least one book. There was + only room in memory for about 2 pages of text, so he'd write 2 pages at a time + and then print them out, but it was a lot better than a typewriter.\\n\\nThough + I liked programming, I didn't plan to study it in college. In college I was + going to study philosophy, which sounded much more powerful. It seemed, to my + naive high school self, to be the study of the ultimate truths, compared to + which the things studied in other fields would be mere domain knowledge. What + I discovered when I got to college was that the other fields took up so much + of the space of ideas that there wasn't much left for these supposed ultimate + truths. All that seemed left for philosophy were edge cases that people in other + fields felt could safely be ignored.\\n\\nI couldn't have put this into words + when I was 18. All I knew at the time was that I kept taking philosophy courses + and they kept being boring. So I decided to switch to AI.\\n\\nAI was in the + air in the mid 1980s, but there were two things especially that made me want + to work on it: a novel by Heinlein called The Moon is a Harsh Mistress, which + featured an intelligent computer called Mike, and a PBS documentary that showed + Terry Winograd using SHRDLU. I haven't tried rereading The Moon is a Harsh Mistress, + so I don't know how well it has aged, but when I read it I was drawn entirely + into its world.\\n\\nfile_path: /Users/galklm/development/openllmetry/packages/opentelemetry-instrumentation-llamaindex/data/paul_graham/paul_graham_essay.txt\\n\\nNot + fast, but fast enough to test.\\n\\nI had to ban myself from writing essays + during most of this time, or I'd never have finished. In late 2015 I spent 3 + months writing essays, and when I went back to working on Bel I could barely + understand the code. Not so much because it was badly written as because the + problem is so convoluted. When you're working on an interpreter written in itself, + it's hard to keep track of what's happening at what level, and errors can be + practically encrypted by the time you get them.\\n\\nSo I said no more essays + till Bel was done. But I told few people about Bel while I was working on it. + So for years it must have seemed that I was doing nothing, when in fact I was + working harder than I'd ever worked on anything. Occasionally after wrestling + for hours with some gruesome bug I'd check Twitter or HN and see someone asking + \\\"Does Paul Graham still code?\\\"\\n\\nWorking on Bel was hard but satisfying. + I worked on it so intensively that at any given time I had a decent chunk of + the code in my head and could write more there. I remember taking the boys to + the coast on a sunny day in 2015 and figuring out how to deal with some problem + involving continuations while I watched them play in the tide pools. It felt + like I was doing life right. I remember that because I was slightly dismayed + at how novel it felt. The good news is that I had more moments like this over + the next few years.\\n\\nIn the summer of 2016 we moved to England. We wanted + our kids to see what it was like living in another country, and since I was + a British citizen by birth, that seemed the obvious choice. We only meant to + stay for a year, but we liked it so much that we still live there. So most of + Bel was written in England.\\n\\nIn the fall of 2019, Bel was finally finished. + Like McCarthy's original Lisp, it's a spec rather than an implementation, although + like McCarthy's Lisp it's a spec expressed as code.\\n\\nNow that I could write + essays again, I wrote a bunch about topics I'd had stacked up. I kept writing + essays through 2020, but I also started to think about other things I could + work on. How should I choose what to do? Well, how had I chosen what to work + on in the past? I wrote an essay for myself to answer that question, and I was + surprised how long and messy the answer turned out to be. If this surprised + me, who'd lived it, then I thought perhaps it would be interesting to other + people, and encouraging to those with similarly messy lives. So I wrote a more + detailed version for others to read, and this is the last sentence of it.\\n\\n\\n\\n\\n\\n\\n\\n\\n\\nNotes\\n\\n[1] + My experience skipped a step in the evolution of computers: time-sharing machines + with interactive OSes. I went straight from batch processing to microcomputers, + which made microcomputers seem all the more exciting.\\n\\n[2] Italian words + for abstract concepts can nearly always be predicted from their English cognates + (except for occasional traps like polluzione). It's the everyday words that + differ. So if you string together a lot of abstract concepts with a few simple + verbs, you can make a little Italian go a long way.\\n\\n[3] I lived at Piazza + San Felice 4, so my walk to the Accademia went straight down the spine of old + Florence: past the Pitti, across the bridge, past Orsanmichele, between the + Duomo and the Baptistery, and then up Via Ricasoli to Piazza San Marco. I saw + Florence at street level in every possible condition, from empty dark winter + evenings to sweltering summer days when the streets were packed with tourists.\\n\\n[4] + You can of course paint people like still lives if you want to, and they're + willing. That sort of portrait is arguably the apex of still life painting, + though the long sitting does tend to produce pained expressions in the sitters.\\n\\n[5] + Interleaf was one of many companies that had smart people and built impressive + technology, and yet got crushed by Moore's Law. In the 1990s the exponential + growth in the power of commodity (i.e. Intel) processors rolled up high-end, + special-purpose hardware and software companies like a bulldozer.\\n\\n[6] The + signature style seekers at RISD weren't specifically mercenary. In the art world, + money and coolness are tightly coupled. 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includeSubDomains + x-correlation-id: + - 3ef8e0e6-b210-4864-82bb-a18a50cd659a + x-session-id: + - b5e1a70b-c7e9-4cd5-bfab-f817e147e062 + status: + code: 200 + message: OK +- request: + body: '' + headers: + accept: + - '*/*' + accept-encoding: + - gzip, deflate + connection: + - keep-alive + host: + - api.cloud.llamaindex.ai + user-agent: + - python-httpx/0.28.1 + method: GET + uri: https://api.cloud.llamaindex.ai/api/parsing/job/4fda2809-7bcb-4798-ab79-fc48770bbe58/result/text + response: + body: + string: "{\"text\":\" arXiv:1706.03762v7 [cs.CL] 2 Aug 2023\\n\\n Provided + proper attribution is provided, Google hereby grants permission to\\nreproduce + the tables and figures in this paper solely for use in journalistic or\\n + \ scholarly works.\\n\\n Attention Is All You Need\\n\\n Ashish Vaswani\u2217 + \ Noam Shazeer\u2217 Niki Parmar\u2217 Jakob Uszkoreit\u2217\\n Google + Brain Google Brain Google Research Google Research\\navaswani@google.com + \ noam@google.com nikip@google.com usz@google.com\\n\\n Llion Jones\u2217 + \ Aidan N. Gomez\u2217 \u2020 \u0141ukasz Kaiser\u2217\\nGoogle + Research University of Toronto Google Brain\\nllion@google.com + \ aidan@cs.toronto.edu lukaszkaiser@google.com\\n\\n Illia + Polosukhin\u2217 \u2021\\n illia.polosukhin@gmail.com\\n\\n + \ Abstract\\n\\n The + dominant sequence transduction models are based on complex recurrent or\\n + \ convolutional neural networks that include an encoder + and a decoder. The best\\n performing models also connect + the encoder and decoder through an attention\\n mechanism. We propose + a new simple network architecture, the Transformer,\\n based + solely on attention mechanisms, dispensing with recurrence and convolutions\\n + \ entirely. Experiments on two machine translation tasks show these models + to\\n be superior in quality while being more parallelizable + and requiring significantly\\n less time to train. Our model achieves + 28.4 BLEU on the WMT 2014 English-\\n to-German translation + task, improving over the existing best results, including\\n ensembles, + by over 2 BLEU. On the WMT 2014 English-to-French translation task,\\n our + model establishes a new single-model state-of-the-art BLEU score of 41.8 after\\n + \ training for 3.5 days on eight GPUs, a small fraction + of the training costs of the\\n best models from the literature. + We show that the Transformer generalizes well to\\n other + tasks by applying it successfully to English constituency parsing both with\\n + \ large and limited training data.\\n\\n \u2217Equal contribution. Listing + order is random. Jakob proposed replacing RNNs with self-attention and started\\n + \ the effort to evaluate this idea. Ashish, with Illia, designed and implemented + the first Transformer models and\\n has been crucially involved in every + aspect of this work. Noam proposed scaled dot-product attention, multi-head\\n + \ attention and the parameter-free position representation and became + the other person involved in nearly every\\n detail. Niki designed, + implemented, tuned and evaluated countless model variants in our original + codebase and\\n tensor2tensor. Llion also experimented with novel model + variants, was responsible for our initial codebase, and\\n efficient inference + and visualizations. Lukasz and Aidan spent countless long days designing various + parts of and\\n implementing tensor2tensor, replacing our earlier codebase, + greatly improving results and massively accelerating\\n our research.\\n + \ \u2020Work performed while at Google Brain.\\n \u2021Work performed + while at Google Research.\\n\\n 31st Conference on Neural Information Processing + Systems (NIPS 2017), Long Beach, CA, USA.\\n\\n---\\n\\n1 Introduction\\n\\nRecurrent + neural networks, long short-term memory [13] and gated recurrent [7] neural + networks\\nin particular, have been firmly established as state of the art + approaches in sequence modeling and\\ntransduction problems such as language + modeling and machine translation [35, 2, 5]. Numerous\\nefforts have since + continued to push the boundaries of recurrent language models and encoder-decoder\\narchitectures + [38, 24, 15].\\nRecurrent models typically factor computation along the symbol + positions of the input and output\\nsequences. Aligning the positions to steps + in computation time, they generate a sequence of hidden\\nstates ht, as a + function of the previous hidden state ht\u22121 and the input for position + t. This inherently\\nsequential nature precludes parallelization within training + examples, which becomes critical at longer\\nsequence lengths, as memory constraints + limit batching across examples. Recent work has achieved\\nsignificant improvements + in computational efficiency through factorization tricks [21] and conditional\\ncomputation + [32], while also improving model performance in case of the latter. The fundamental\\nconstraint + of sequential computation, however, remains.\\nAttention mechanisms have become + an integral part of compelling sequence modeling and transduc-\\ntion models + in various tasks, allowing modeling of dependencies without regard to their + distance in\\nthe input or output sequences [2, 19]. In all but a few cases + [27], however, such attention mechanisms\\nare used in conjunction with a + recurrent network.\\nIn this work we propose the Transformer, a model architecture + eschewing recurrence and instead\\nrelying entirely on an attention mechanism + to draw global dependencies between input and output.\\nThe Transformer allows + for significantly more parallelization and can reach a new state of the art + in\\ntranslation quality after being trained for as little as twelve hours + on eight P100 GPUs.\\n\\n2 Background\\n\\nThe goal of reducing sequential + computation also forms the foundation of the Extended Neural GPU\\n[16], ByteNet + [18] and ConvS2S [9], all of which use convolutional neural networks as basic + building\\nblock, computing hidden representations in parallel for all input + and output positions. In these models,\\nthe number of operations required + to relate signals from two arbitrary input or output positions grows\\nin + the distance between positions, linearly for ConvS2S and logarithmically for + ByteNet. This makes\\nit more difficult to learn dependencies between distant + positions [12]. In the Transformer this is\\nreduced to a constant number + of operations, albeit at the cost of reduced effective resolution due\\nto + averaging attention-weighted positions, an effect we counteract with Multi-Head + Attention as\\ndescribed in section 3.2.\\nSelf-attention, sometimes called + intra-attention is an attention mechanism relating different positions\\nof + a single sequence in order to compute a representation of the sequence. Self-attention + has been\\nused successfully in a variety of tasks including reading comprehension, + abstractive summarization,\\ntextual entailment and learning task-independent + sentence representations [4, 27, 28, 22].\\nEnd-to-end memory networks are + based on a recurrent attention mechanism instead of sequence-\\naligned recurrence + and have been shown to perform well on simple-language question answering + and\\nlanguage modeling tasks [34].\\nTo the best of our knowledge, however, + the Transformer is the first transduction model relying\\nentirely on self-attention + to compute representations of its input and output without using sequence-\\naligned + RNNs or convolution. In the following sections, we will describe the Transformer, + motivate\\nself-attention and discuss its advantages over models such as [17, + 18] and [9].\\n\\n3 Model Architecture\\n\\nMost competitive neural sequence + transduction models have an encoder-decoder structure [5, 2, 35].\\nHere, + the encoder maps an input sequence of symbol representations (x1, ..., xn) + to a sequence\\nof continuous representations z = (z1, ..., zn). Given z, + the decoder then generates an output\\nsequence (y1, ..., ym) of symbols one + element at a time. At each step the model is auto-regressive\\n[10], consuming + the previously generated symbols as additional input when generating the next.\\n\\n + \ 2\\n\\n---\\n\\n2020\\n20 + \ A A 2 2 20 20\\n0 \u2212 2 N 0\\n\\nA D 0 20 0\\n + \ Bae TA\\n\\n 2020\\n\\nFigure 1: The Transformer - model architecture.\\n\\nThe + Transformer follows this overall architecture using stacked self-attention + and point-wise, fully\\nconnected layers for both the encoder and decoder, + shown in the left and right halves of Figure 1,\\nrespectively.\\n\\n3.1 Encoder + and Decoder Stacks\\nEncoder: The encoder is composed of a stack of N + = 6 identical layers. Each layer has two\\nsub-layers. The first is a multi-head + self-attention mechanism, and the second is a simple, position-\\nwise fully + connected feed-forward network. We employ a residual connection [11] around + each of\\nthe two sub-layers, followed by layer normalization [1]. That is, + the output of each sub-layer is\\nLayerNorm(x + Sublayer(x)), where Sublayer(x) + is the function implemented by the sub-layer\\nitself. To facilitate these + residual connections, all sub-layers in the model, as well as the embedding\\nlayers, + produce outputs of dimension dmodel = 512.\\n\\nDecoder: The decoder is also + composed of a stack of N = 6 identical layers. In addition to the two\\nsub-layers + in each encoder layer, the decoder inserts a third sub-layer, which performs + multi-head\\nattention over the output of the encoder stack. Similar to the + encoder, we employ residual connections\\naround each of the sub-layers, followed + by layer normalization. We also modify the self-attention\\nsub-layer in the + decoder stack to prevent positions from attending to subsequent positions. + This\\nmasking, combined with fact that the output embeddings are offset by + one position, ensures that the\\npredictions for position i can depend only + on the known outputs at positions less than i.\\n\\n3.2 Attention\\nAn attention + function can be described as mapping a query and a set of key-value pairs + to an output,\\nwhere the query, keys, values, and output are all vectors. + The output is computed as a weighted sum\\n\\n 3\\n\\n---\\n\\n + \ Scaled Dot-Product Attention Multi-Head Attention\\n\\n Linear\\n + \ MatMul\\n\\n SoftMax Concat\\n\\nMask + (opt.) Scaled Dot-Product\\n\\n Scale Attention\\n\\n + \ MatMul inear Linear Linear\\n \u2191 \u2191\\n + \ Q K\\n\\n Figure 2: (left) Scaled Dot-Product Attention. (right) Multi-Head + Attention consists of several\\n attention layers running in parallel.\\n\\n + \ of the values, where the weight assigned to each value is computed by + a compatibility function of the\\n query with the corresponding key.\\n\\n + \ 3.2.1 Scaled Dot-Product Attention\\n We call our particular attention + \\\"Scaled Dot-Product Attention\\\" (Figure 2). The input consists of\\n + \ queries and keys of dimension d , and values of dimension d . + We compute the dot products of the\\n query with all keys, divide k + \ \u221A v\\n values. each by dk, and + apply a softmax function to obtain the weights on the\\n In practice, we + compute the attention function on a set of queries simultaneously, packed + together\\n into a matrix Q. The keys and values are also packed together + into matrices K and V . We compute\\n the matrix of outputs as:\\n\\n QK + T\\n Attention(Q, K, V ) = softmax( \u221Adk + )V (1)\\n\\n The two most commonly used attention functions + are additive attention [2], and dot-product (multi-\\n plicative) attention. + Dot-product attention is identical to our algorithm, except for the scaling + factor\\n of 1 . Additive attention computes the compatibility + function using a feed-forward network with\\n \u221Adk\\n a single + hidden layer. While the two are similar in theoretical complexity, dot-product + attention is\\n much faster and more space-efficient in practice, since + it can be implemented using highly optimized\\n matrix multiplication code.\\n + \ While for small values of dk the two mechanisms perform similarly, additive + attention outperforms\\n dot product attention without scaling for larger + values of dk [3]. We suspect that for large values of\\n dk, the dot products + grow large in magnitude, pushing the softmax function into regions where it + has\\n extremely small gradients 4. To counteract this effect, we scale + the dot products by 1 .\\n \u221Adk\\n\\n + \ 3.2.2 Multi-Head Attention\\n Instead of performing a single attention + function with dmodel-dimensional keys, values and queries,\\n we found + it beneficial to linearly project the queries, keys and values h times with + different, learned\\n linear projections to dk, dk and dv dimensions, respectively. + On each of these projected versions of\\n queries, keys and values we then + perform the attention function in parallel, yielding dv-dimensional\\n 4To + illustrate why the dot products get large, assume that the components of q + and k are independent random\\n variables with mean 0 and variance 1. Then + their dot product, q \xB7 k = P\u1D48\u1D4F qiki, has mean 0 and variance + d\u2096.\\n i=1\\n\\n + \ 4\\n\\n---\\n\\noutput values. + These are concatenated and once again projected, resulting in the final values, + as\\ndepicted in Figure 2.\\nMulti-head attention allows the model to jointly + attend to information from different representation\\nsubspaces at different + positions. With a single attention head, averaging inhibits this.\\n\\nMultiHead(Q, + K, V ) = Concat(head1, ..., headh)W O\\nwhere headi = Attention(QW Q, KWK, + V W V )\\ni i i\\n\\nWhere the + projections are parameter matrices W Q \u2208 Rdmodel\xD7d\u2096, W K \u2208 + Rdmodel\xD7d\u2096, W V \u2208 Rdmodel\xD7dv\\nand W O \u2208 Rhdv\xD7dmodel + . i i i\\nIn this work + we employ h = 8 parallel attention layers, or heads. For each of these + we use\\ndk = dv = dmodel/h = 64. Due to the reduced dimension of each head, + the total computational cost\\nis similar to that of single-head attention + with full dimensionality.\\n\\n3.2.3 Applications of Attention in our Model\\nThe + Transformer uses multi-head attention in three different ways:\\n\\n \u2022 + \ In \\\"encoder-decoder attention\\\" layers, the queries come from the previous + decoder layer,\\n and the memory keys and values come from the output + of the encoder. This allows every\\n position in the decoder to attend + over all positions in the input sequence. This mimics the\\n typical + encoder-decoder attention mechanisms in sequence-to-sequence models such as\\n + \ [38, 2, 9].\\n \u2022 The encoder contains self-attention + layers. In a self-attention layer all of the keys, values\\n and + queries come from the same place, in this case, the output of the previous + layer in the\\n encoder. Each position in the encoder can attend + to all positions in the previous layer of the\\n encoder.\\n \u2022 + \ Similarly, self-attention layers in the decoder allow each position in the + decoder to attend to\\n all positions in the decoder up to and including + that position. We need to prevent leftward\\n information flow in + the decoder to preserve the auto-regressive property. We implement this\\n + \ inside of scaled dot-product attention by masking out (setting to + \u2212\u221E) all values in the input\\n of the softmax which correspond + to illegal connections. See Figure 2.\\n\\n3.3 Position-wise Feed-Forward + Networks\\n\\nIn addition to attention sub-layers, each of the layers in our + encoder and decoder contains a fully\\nconnected feed-forward network, which + is applied to each position separately and identically. This\\nconsists of + two linear transformations with a ReLU activation in between.\\n\\n FFN(x) + = max(0, xW1 + b1)W2 + b2 (2)\\n\\n While the linear + transformations are the same across different positions, they use different + parameters\\nfrom layer to layer. Another way of describing this is as two + convolutions with kernel size 1.\\nThe dimensionality of input and output + is dmodel = 512, and the inner-layer has dimensionality\\ndf f = 2048.\\n\\n3.4 + \ Embeddings and Softmax\\n\\nSimilarly to other sequence transduction models, + we use learned embeddings to convert the input\\ntokens and output tokens + to vectors of dimension dmodel. We also use the usual learned linear transfor-\\nmation + and softmax function to convert the decoder output to predicted next-token + probabilities. In\\nour model, we share the same weight matrix between the + two embedding layers and the pre-softmax\\nlinear transformation, similar + to [30]. In the embedding layers, we multiply those weights by \u221Admodel.\\n\\n + \ 5\\n\\n---\\n\\nTable 1: Maximum + path lengths, per-layer complexity and minimum number of sequential operations\\nfor + different layer types. n is the sequence length, d is the representation dimension, + k is the kernel\\nsize of convolutions and r the size of the neighborhood + in restricted self-attention.\\n\\n Layer Type Complexity + per Layer Sequential Maximum Path Length\\n Operations\\n + Self-Attention O(n2 \xB7 d) O(1) O(1)\\n + Recurrent O(n \xB7 d2) O(n) O(n)\\n + Convolutional O(k \xB7 n \xB7 d2) O(1) O(logk(n))\\n + Self-Attention (restricted) O(r \xB7 n \xB7 d) O(1) O(n/r)\\n\\n3.5 + \ Positional Encoding\\nSince our model contains no recurrence and no convolution, + in order for the model to make use of the\\norder of the sequence, we must + inject some information about the relative or absolute position of the\\ntokens + in the sequence. To this end, we add \\\"positional encodings\\\" to the input + embeddings at the\\nbottoms of the encoder and decoder stacks. The positional + encodings have the same dimension dmodel\\nas the embeddings, so that the + two can be summed. There are many choices of positional encodings,\\nlearned + and fixed [9].\\nIn this work, we use sine and cosine functions of different + frequencies:\\n\\n P E(pos,2i) = sin(pos/100002i/d\u1D50\u1D52\u1D48\u1D49\u02E1 + )\\n P E(pos,2i+1) = cos(pos/100002i/d\u1D50\u1D52\u1D48\u1D49\u02E1 + )\\n\\nwhere pos is the position and i is the dimension. That is, each dimension + of the positional encoding\\ncorresponds to a sinusoid. The wavelengths form + a geometric progression from 2\u03C0 to 10000 \xB7 2\u03C0. We\\nchose this + function because we hypothesized it would allow the model to easily learn + to attend by\\nrelative positions, since for any fixed offset k, P Epos+k + can be represented as a linear function of\\nP Epos.\\nWe also experimented + with using learned positional embeddings [9] instead, and found that the two\\nversions + produced nearly identical results (see Table 3 row (E)). We chose the sinusoidal + version\\nbecause it may allow the model to extrapolate to sequence lengths + longer than the ones encountered\\nduring training.\\n\\n4 Why Self-Attention\\n\\nIn + this section we compare various aspects of self-attention layers to the recurrent + and convolu-\\ntional layers commonly used for mapping one variable-length + sequence of symbol representations\\n(x1, ..., xn) to another sequence of + equal length (z1, ..., zn), with xi, zi \u2208 Rd, such as a hidden\\nlayer + in a typical sequence transduction encoder or decoder. Motivating our use + of self-attention we\\nconsider three desiderata.\\nOne is the total computational + complexity per layer. Another is the amount of computation that can\\nbe parallelized, + as measured by the minimum number of sequential operations required.\\nThe + third is the path length between long-range dependencies in the network. Learning + long-range\\ndependencies is a key challenge in many sequence transduction + tasks. One key factor affecting the\\nability to learn such dependencies is + the length of the paths forward and backward signals have to\\ntraverse in + the network. The shorter these paths between any combination of positions + in the input\\nand output sequences, the easier it is to learn long-range + dependencies [12]. Hence we also compare\\nthe maximum path length between + any two input and output positions in networks composed of the\\ndifferent + layer types.\\nAs noted in Table 1, a self-attention layer connects all positions + with a constant number of sequentially\\nexecuted operations, whereas a recurrent + layer requires O(n) sequential operations. In terms of\\ncomputational complexity, + self-attention layers are faster than recurrent layers when the sequence\\n\\n + \ 6\\n\\n---\\n\\nlength n is + smaller than the representation dimensionality d, which is most often the + case with\\nsentence representations used by state-of-the-art models in machine + translations, such as word-piece\\n[38] and byte-pair [31] representations. + To improve computational performance for tasks involving\\nvery long sequences, + self-attention could be restricted to considering only a neighborhood of size + r in\\nthe input sequence centered around the respective output position. + This would increase the maximum\\npath length to O(n/r). We plan to investigate + this approach further in future work.\\nA single convolutional layer with + kernel width k < n does not connect all pairs of input and output\\npositions. + Doing so requires a stack of O(n/k) convolutional layers in the case of contiguous + kernels,\\nor O(logk(n)) in the case of dilated convolutions [18], increasing + the length of the longest paths\\nbetween any two positions in the network. + Convolutional layers are generally more expensive than\\nrecurrent layers, + by a factor of k. Separable convolutions [6], however, decrease the complexity\\nconsiderably, + to O(k \xB7 n \xB7 d + n \xB7 d2). Even with k = n, however, the complexity + of a separable\\nconvolution is equal to the combination of a self-attention + layer and a point-wise feed-forward layer,\\nthe approach we take in our model.\\nAs + side benefit, self-attention could yield more interpretable models. We inspect + attention distributions\\nfrom our models and present and discuss examples + in the appendix. Not only do individual attention\\nheads clearly learn to + perform different tasks, many appear to exhibit behavior related to the syntactic\\nand + semantic structure of the sentences.\\n\\n5 Training\\n\\nThis section + describes the training regime for our models.\\n\\n5.1 Training Data and + Batching\\n\\nWe trained on the standard WMT 2014 English-German dataset consisting + of about 4.5 million\\nsentence pairs. Sentences were encoded using byte-pair + encoding [3], which has a shared source-\\ntarget vocabulary of about 37000 + tokens. For English-French, we used the significantly larger WMT\\n2014 English-French + dataset consisting of 36M sentences and split tokens into a 32000 word-piece\\nvocabulary + [38]. Sentence pairs were batched together by approximate sequence length. + Each training\\nbatch contained a set of sentence pairs containing approximately + 25000 source tokens and 25000\\ntarget tokens.\\n\\n5.2 Hardware and Schedule\\n\\nWe + trained our models on one machine with 8 NVIDIA P100 GPUs. For our base models + using\\nthe hyperparameters described throughout the paper, each training + step took about 0.4 seconds. We\\ntrained the base models for a total of 100,000 + steps or 12 hours. For our big models,(described on the\\nbottom line of table + 3), step time was 1.0 seconds. The big models were trained for 300,000 steps\\n(3.5 + days).\\n\\n5.3 Optimizer\\n\\nWe used the Adam optimizer [20] with \u03B21 + = 0.9, \u03B22 = 0.98 and \u03F5 = 10\u22129. We varied the learning\\nrate + over the course of training, according to the formula:\\n\\n lrate + = d\u22120.5 \xB7 min(step_num\u22120.5, step_num \xB7 warmup_steps\u22121.5) + \ (3)\\n model\\n\\nThis corresponds to increasing the learning + rate linearly for the first warmup_steps training steps,\\nand decreasing + it thereafter proportionally to the inverse square root of the step number. + We used\\nwarmup_steps = 4000.\\n\\n5.4 Regularization\\n\\nWe employ three + types of regularization during training:\\n\\n 7\\n\\n---\\n\\nTable + 2: The Transformer achieves better BLEU scores than previous state-of-the-art + models on the\\nEnglish-to-German and English-to-French newstest2014 tests + at a fraction of the training cost.\\n\\nModel BLEU + \ Training Cost (FLOPs)\\n EN-DE + EN-FR EN-DE EN-FR\\nByteNet [18] 23.75\\nDeep-Att + + PosUnk [39] 39.2 1.0 \xB7 1020\\nGNMT + + RL [38] 24.6 39.92 2.3 \xB7 1019 1.4 \xB7 1020\\nConvS2S + [9] 25.16 40.46 9.6 \xB7 1018 1.5 \xB7 1020\\nMoE + [32] 26.03 40.56 2.0 \xB7 1019 1.2 \xB7 + 1020\\nDeep-Att + PosUnk Ensemble [39] 40.4 8.0 + \xB7 1020\\nGNMT + RL Ensemble [38] 26.30 41.16 1.8 \xB7 1020 + \ 1.1 \xB7 1021\\nConvS2S Ensemble [9] 26.36 41.29 7.7 + \xB7 1019 1.2 \xB7 1021\\nTransformer (base model) 27.3 38.1 + \ 3.3 \xB7 1018\\nTransformer (big) 28.4 41.8 2.3 + \xB7 1019\\n\\nResidual Dropout We apply dropout [33] to the output of + each sub-layer, before it is added to the\\nsub-layer input and normalized. + In addition, we apply dropout to the sums of the embeddings and the\\npositional + encodings in both the encoder and decoder stacks. For the base model, we use + a rate of\\nPdrop = 0.1.\\n\\nLabel Smoothing During training, + we employed label smoothing of value \u03F5ls = 0.1 [36]. This\\nhurts perplexity, + as the model learns to be more unsure, but improves accuracy and BLEU score.\\n\\n6 + \ Results\\n\\n6.1 Machine Translation\\n\\nOn the WMT 2014 English-to-German + translation task, the big transformer model (Transformer (big)\\nin Table + 2) outperforms the best previously reported models (including ensembles) by + more than 2.0\\nBLEU, establishing a new state-of-the-art BLEU score of 28.4. + The configuration of this model is\\nlisted in the bottom line of Table 3. + Training took 3.5 days on 8 P100 GPUs. Even our base model\\nsurpasses all + previously published models and ensembles, at a fraction of the training cost + of any of\\nthe competitive models.\\nOn the WMT 2014 English-to-French translation + task, our big model achieves a BLEU score of 41.0,\\noutperforming all of + the previously published single models, at less than 1/4 the training cost + of the\\nprevious state-of-the-art model. The Transformer (big) model trained + for English-to-French used\\ndropout rate Pdrop = 0.1, instead of 0.3.\\nFor + the base models, we used a single model obtained by averaging the last 5 checkpoints, + which\\nwere written at 10-minute intervals. For the big models, we averaged + the last 20 checkpoints. We\\nused beam search with a beam size of 4 and length + penalty \u03B1 = 0.6 [38]. These hyperparameters\\nwere chosen after experimentation + on the development set. We set the maximum output length during\\ninference + to input length + 50, but terminate early when possible [38].\\nTable 2 summarizes + our results and compares our translation quality and training costs to other + model\\narchitectures from the literature. We estimate the number of floating + point operations used to train a\\nmodel by multiplying the training time, + the number of GPUs used, and an estimate of the sustained\\nsingle-precision + floating-point capacity of each GPU 5.\\n\\n6.2 Model Variations\\n\\nTo + evaluate the importance of different components of the Transformer, we varied + our base model\\nin different ways, measuring the change in performance on + English-to-German translation on the\\n\\n 5We used values of 2.8, 3.7, + 6.0 and 9.5 TFLOPS for K80, K40, M40 and P100, respectively.\\n\\n 8\\n\\n---\\n\\nTable + 3: Variations on the Transformer architecture. Unlisted values are identical + to those of the base\\nmodel. All metrics are on the English-to-German translation + development set, newstest2013. Listed\\nperplexities are per-wordpiece, according + to our byte-pair encoding, and should not be compared to\\nper-word perplexities.\\n\\n + \ N dmodel dff h dk dv Pdrop \u03F5ls train + \ PPL BLEU params\\n steps + \ (dev) (dev) \xD7106\\nbase 6 512 2048 8 64 + \ 64 0.1 0.1 100K 4.92 25.8 65\\n 1 + \ 512 512 5.29 24.9\\n(A) 4 + \ 128 128 5.00 25.5\\n 16 + \ 32 32 4.91 25.8\\n 32 + \ 16 16 5.01 25.4\\n(B) 16 + \ 5.16 25.1 58\\n 32 + \ 5.01 25.4 60\\n 2 6.11 + \ 23.7 36\\n 4 5.19 + \ 25.3 50\\n 8 4.88 + \ 25.5 80\\n(C) 256 32 32 5.75 + \ 24.5 28\\n 1024 128 128 4.66 + \ 26.0 168\\n 1024 5.12 + \ 25.4 53\\n 4096 4.75 + \ 26.2 90\\n 0.0 + \ 5.77 24.6\\n(D) 0.2 + \ 0.0 4.95 25.5\\n 4.67 + \ 25.3\\n 0.2 + \ 5.47 25.7\\n(E) positional embedding instead + of sinusoids 4.92 25.7\\nbig 6 1024 4096 + \ 16 0.3 300K 4.33 26.4 213\\n\\ndevelopment + set, newstest2013. We used beam search as described in the previous section, + but no\\ncheckpoint averaging. We present these results in Table 3.\\nIn Table + 3 rows (A), we vary the number of attention heads and the attention key and + value dimensions,\\nkeeping the amount of computation constant, as described + in Section 3.2.2. While single-head\\nattention is 0.9 BLEU worse than the + best setting, quality also drops off with too many heads.\\nIn Table 3 rows + (B), we observe that reducing the attention key size dk hurts model quality. + This\\nsuggests that determining compatibility is not easy and that a more + sophisticated compatibility\\nfunction than dot product may be beneficial. + We further observe in rows (C) and (D) that, as expected,\\nbigger models + are better, and dropout is very helpful in avoiding over-fitting. In row (E) + we replace our\\nsinusoidal positional encoding with learned positional embeddings + [9], and observe nearly identical\\nresults to the base model.\\n\\n6.3 English + Constituency Parsing\\n\\nTo evaluate if the Transformer can generalize to + other tasks we performed experiments on English\\nconstituency parsing. This + task presents specific challenges: the output is subject to strong structural\\nconstraints + and is significantly longer than the input. Furthermore, RNN sequence-to-sequence\\nmodels + have not been able to attain state-of-the-art results in small-data regimes + [37].\\nWe trained a 4-layer transformer with dmodel = 1024 on the Wall Street + Journal (WSJ) portion of the\\nPenn Treebank [25], about 40K training sentences. + We also trained it in a semi-supervised setting,\\nusing the larger high-confidence + and BerkleyParser corpora from with approximately 17M sentences\\n[37]. We + used a vocabulary of 16K tokens for the WSJ only setting and a vocabulary + of 32K tokens\\nfor the semi-supervised setting.\\nWe performed only a small + number of experiments to select the dropout, both attention and residual\\n(section + 5.4), learning rates and beam size on the Section 22 development set, all + other parameters\\nremained unchanged from the English-to-German base translation + model. During inference, we\\n\\n 9\\n\\n---\\n\\n + \ Table 4: The Transformer generalizes well to English constituency parsing + (Results are on Section 23\\n of WSJ)\\n Parser Training + \ WSJ 23 F1\\nVinyals & Kaiser el al. (2014) [37] WSJ only, discriminative + \ 88.3\\n Petrov et al. (2006) [29] WSJ only, discriminative + \ 90.4\\n Zhu et al. (2013) [40] WSJ only, discriminative + \ 90.4\\n Dyer et al. (2016) [8] WSJ only, discriminative + \ 91.7\\n Transformer (4 layers) WSJ only, discriminative + \ 91.3\\n Zhu et al. (2013) [40] semi-supervised 91.3\\n + \ Huang & Harper (2009) [14] semi-supervised 91.3\\n + \ McClosky et al. (2006) [26] semi-supervised 92.1\\nVinyals + & Kaiser el al. (2014) [37] semi-supervised 92.1\\n Transformer + (4 layers) semi-supervised 92.7\\n Luong et al. + (2015) [23] multi-task 93.0\\n Dyer et al. + (2016) [8] generative 93.3\\n\\n increased the + maximum output length to input length + 300. We used a beam size of 21 and + \u03B1 = 0.3\\n for both WSJ only and the semi-supervised setting.\\n Our + results in Table 4 show that despite the lack of task-specific tuning our + model performs sur-\\n prisingly well, yielding better results than all + previously reported models with the exception of the\\n Recurrent Neural + Network Grammar [8].\\n In contrast to RNN sequence-to-sequence models + [37], the Transformer outperforms the Berkeley-\\n Parser [29] even when + training only on the WSJ training set of 40K sentences.\\n\\n 7 Conclusion\\n\\n + \ In this work, we presented the Transformer, the first sequence transduction + model based entirely on\\n attention, replacing the recurrent layers most + commonly used in encoder-decoder architectures with\\n multi-headed self-attention.\\n + \ For translation tasks, the Transformer can be trained significantly faster + than architectures based\\n on recurrent or convolutional layers. On + both WMT 2014 English-to-German and WMT 2014\\n English-to-French translation + tasks, we achieve a new state of the art. In the former task our best\\n model + outperforms even all previously reported ensembles.\\n We are excited about + the future of attention-based models and plan to apply them to other tasks. + We\\n plan to extend the Transformer to problems involving input and output + modalities other than text and\\n to investigate local, restricted attention + mechanisms to efficiently handle large inputs and outputs\\n such as images, + audio and video. Making generation less sequential is another research goals + of ours.\\n The code we used to train and evaluate our models is available + at https://github.com/\\n tensorflow/tensor2tensor.\\n\\n Acknowledgements + We are grateful to Nal Kalchbrenner and Stephan Gouws for their fruitful\\n + \ comments, corrections and inspiration.\\n\\n References\\n [1] + \ Jimmy Lei Ba, Jamie Ryan Kiros, and Geoffrey E Hinton. 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CoRR, + abs/1606.04199, 2016.\\n\\n[40] Muhua Zhu, Yue Zhang, Wenliang Chen, Min + Zhang, and Jingbo Zhu. Fast and accurate\\n shift-reduce constituent + parsing. In Proceedings of the 51st Annual Meeting of the ACL (Volume\\n 1: + Long Papers), pages 434\u2013443. ACL, August 2013.\\n\\n 12\\n\\n---\\n\\nInput-Input + Layer5\\nAttention Visualizations\\n\\ngovernments registration\\nAmerican + \ process\\nmajority passed making difficult \\n + \ \\n + \\n since voting more \\nspirit have + \ laws 2009\\nIt is in this thata of new the or .\\n\\nIt is + \ this thata of the or . \\n difficult\\n + \ in spirit more \\n + \ since process \\n laws + \ \\n have + new voting \\n American\\n + \ majority passed 2009\\n making\\n + \ governments registration\\n\\nFigure + 3: An example of the attention mechanism following long-distance dependencies + in the\\nencoder self-attention in layer 5 of 6. Many of the attention heads + attend to a distant dependency of\\nthe verb \u2018making\u2019, completing + the phrase \u2018making...more difficult\u2019. Attentions here shown only + for\\nthe word \u2018making\u2019. Different colors represent different heads. + Best viewed in color.\\n\\n13\\n\\n---\\n\\nInput-Input Layer5\\n\\napplication\\n + \ missing \\nLaw never perfect should what opinion + \ \\nThe will be , butits be just- thisis we are , in my + \ .\\n\\nInput-Input Layer5 . \\nThe , its - this ,\\n + \ be perfectbut be just is what are in my\\nLaw never should + \ we missing \\n will application opinion\\n\\napplication\\n + \ missing \\nLaw never perfect should what opinion + \ \\nThe will be , but its be just- thisis we are , in my + \ .\\n\\nThe , its - this , . \\n be perfectbut + \ be just is what are in my\\nLaw never should we + \ missing \\n will application opinion\\n\\nFigure + 4: Two attention heads, also in layer 5 of 6, apparently involved in anaphora + resolution. Top:\\nFull attentions for head 5. Bottom: Isolated attentions + from just the word \u2018its\u2019 for attention heads 5\\nand 6. Note that + the attentions are very sharp for this word.\\n\\n14\\n\\n---\\n\\nInput-Input + Layer5\\n\\napplication\\n missing \\nLaw never perfect + \ should what opinion \\nThe will be , but its be just- + \ thisis we are , in my .\\n\\nThe , its - this , . \\n + \ be perfectbut be just is what are in my\\nLaw never should + \ we missing \\n will application opinion\\nInput-Input + Layer5\\n\\napplication\\n missing \\nLaw never perfect + \ should what opinion \\nThe will be , but its be just- + \ thisis we are , in my .\\n\\nThe , its - this , . \\n + \ be perfectbut be just is what are in my\\nLaw never should + \ we missing \\n will application opinion\\n\\nFigure + 5: Many of the attention heads exhibit behaviour that seems related to the + structure of the\\nsentence. We give two such examples above, from two different + heads from the encoder self-attention\\nat layer 5 of 6. 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Gomez\u2217 \u2020 \u0141ukasz Kaiser\u2217\\nGoogle + Research University of Toronto Google Brain\\nllion@google.com + \ aidan@cs.toronto.edu lukaszkaiser@google.com\\n\\n Illia + Polosukhin\u2217 \u2021\\n illia.polosukhin@gmail.com\\n\\n + \ Abstract\\n\\n The + dominant sequence transduction models are based on complex recurrent or\\n + \ convolutional neural networks that include an encoder + and a decoder. The best\\n performing models also connect + the encoder and decoder through an attention\\n mechanism. We propose + a new simple network architecture, the Transformer,\\n based + solely on attention mechanisms, dispensing with recurrence and convolutions\\n + \ entirely. Experiments on two machine translation tasks show these models + to\\n be superior in quality while being more parallelizable + and requiring significantly\\n less time to train. Our model achieves + 28.4 BLEU on the WMT 2014 English-\\n to-German translation + task, improving over the existing best results, including\\n ensembles, + by over 2 BLEU. On the WMT 2014 English-to-French translation task,\\n our + model establishes a new single-model state-of-the-art BLEU score of 41.8 after\\n + \ training for 3.5 days on eight GPUs, a small fraction + of the training costs of the\\n best models from the literature. + We show that the Transformer generalizes well to\\n other + tasks by applying it successfully to English constituency parsing both with\\n + \ large and limited training data.\\n\\n \u2217Equal contribution. Listing + order is random. Jakob proposed replacing RNNs with self-attention and started\\n + \ the effort to evaluate this idea. Ashish, with Illia, designed and implemented + the first Transformer models and\\n has been crucially involved in every + aspect of this work. Noam proposed scaled dot-product attention, multi-head\\n + \ attention and the parameter-free position representation and became + the other person involved in nearly every\\n detail. Niki designed, + implemented, tuned and evaluated countless model variants in our original + codebase and\\n tensor2tensor. Llion also experimented with novel model + variants, was responsible for our initial codebase, and\\n efficient inference + and visualizations. Lukasz and Aidan spent countless long days designing various + parts of and\\n implementing tensor2tensor, replacing our earlier codebase, + greatly improving results and massively accelerating\\n our research.\\n + \ \u2020Work performed while at Google Brain.\\n \u2021Work performed + while at Google Research.\\n\\n 31st Conference on Neural Information Processing + Systems (NIPS 2017), Long Beach, CA, USA.\\n\\n---\\n\\n1 Introduction\\n\\nRecurrent + neural networks, long short-term memory [13] and gated recurrent [7] neural + networks\\nin particular, have been firmly established as state of the art + approaches in sequence modeling and\\ntransduction problems such as language + modeling and machine translation [35, 2, 5]. Numerous\\nefforts have since + continued to push the boundaries of recurrent language models and encoder-decoder\\narchitectures + [38, 24, 15].\\nRecurrent models typically factor computation along the symbol + positions of the input and output\\nsequences. Aligning the positions to steps + in computation time, they generate a sequence of hidden\\nstates ht, as a + function of the previous hidden state ht\u22121 and the input for position + t. This inherently\\nsequential nature precludes parallelization within training + examples, which becomes critical at longer\\nsequence lengths, as memory constraints + limit batching across examples. Recent work has achieved\\nsignificant improvements + in computational efficiency through factorization tricks [21] and conditional\\ncomputation + [32], while also improving model performance in case of the latter. The fundamental\\nconstraint + of sequential computation, however, remains.\\nAttention mechanisms have become + an integral part of compelling sequence modeling and transduc-\\ntion models + in various tasks, allowing modeling of dependencies without regard to their + distance in\\nthe input or output sequences [2, 19]. In all but a few cases + [27], however, such attention mechanisms\\nare used in conjunction with a + recurrent network.\\nIn this work we propose the Transformer, a model architecture + eschewing recurrence and instead\\nrelying entirely on an attention mechanism + to draw global dependencies between input and output.\\nThe Transformer allows + for significantly more parallelization and can reach a new state of the art + in\\ntranslation quality after being trained for as little as twelve hours + on eight P100 GPUs.\\n\\n2 Background\\n\\nThe goal of reducing sequential + computation also forms the foundation of the Extended Neural GPU\\n[16], ByteNet + [18] and ConvS2S [9], all of which use convolutional neural networks as basic + building\\nblock, computing hidden representations in parallel for all input + and output positions. In these models,\\nthe number of operations required + to relate signals from two arbitrary input or output positions grows\\nin + the distance between positions, linearly for ConvS2S and logarithmically for + ByteNet. This makes\\nit more difficult to learn dependencies between distant + positions [12]. In the Transformer this is\\nreduced to a constant number + of operations, albeit at the cost of reduced effective resolution due\\nto + averaging attention-weighted positions, an effect we counteract with Multi-Head + Attention as\\ndescribed in section 3.2.\\nSelf-attention, sometimes called + intra-attention is an attention mechanism relating different positions\\nof + a single sequence in order to compute a representation of the sequence. Self-attention + has been\\nused successfully in a variety of tasks including reading comprehension, + abstractive summarization,\\ntextual entailment and learning task-independent + sentence representations [4, 27, 28, 22].\\nEnd-to-end memory networks are + based on a recurrent attention mechanism instead of sequence-\\naligned recurrence + and have been shown to perform well on simple-language question answering + and\\nlanguage modeling tasks [34].\\nTo the best of our knowledge, however, + the Transformer is the first transduction model relying\\nentirely on self-attention + to compute representations of its input and output without using sequence-\\naligned + RNNs or convolution. In the following sections, we will describe the Transformer, + motivate\\nself-attention and discuss its advantages over models such as [17, + 18] and [9].\\n\\n3 Model Architecture\\n\\nMost competitive neural sequence + transduction models have an encoder-decoder structure [5, 2, 35].\\nHere, + the encoder maps an input sequence of symbol representations (x1, ..., xn) + to a sequence\\nof continuous representations z = (z1, ..., zn). Given z, + the decoder then generates an output\\nsequence (y1, ..., ym) of symbols one + element at a time. At each step the model is auto-regressive\\n[10], consuming + the previously generated symbols as additional input when generating the next.\\n\\n + \ 2\\n\\n---\\n\\n2020\\n20 + \ A A 2 2 20 20\\n0 \u2212 2 N 0\\n\\nA D 0 20 0\\n + \ Bae TA\\n\\n 2020\\n\\nFigure 1: The Transformer - model architecture.\\n\\nThe + Transformer follows this overall architecture using stacked self-attention + and point-wise, fully\\nconnected layers for both the encoder and decoder, + shown in the left and right halves of Figure 1,\\nrespectively.\\n\\n3.1 Encoder + and Decoder Stacks\\nEncoder: The encoder is composed of a stack of N + = 6 identical layers. Each layer has two\\nsub-layers. The first is a multi-head + self-attention mechanism, and the second is a simple, position-\\nwise fully + connected feed-forward network. We employ a residual connection [11] around + each of\\nthe two sub-layers, followed by layer normalization [1]. That is, + the output of each sub-layer is\\nLayerNorm(x + Sublayer(x)), where Sublayer(x) + is the function implemented by the sub-layer\\nitself. To facilitate these + residual connections, all sub-layers in the model, as well as the embedding\\nlayers, + produce outputs of dimension dmodel = 512.\\n\\nDecoder: The decoder is also + composed of a stack of N = 6 identical layers. In addition to the two\\nsub-layers + in each encoder layer, the decoder inserts a third sub-layer, which performs + multi-head\\nattention over the output of the encoder stack. Similar to the + encoder, we employ residual connections\\naround each of the sub-layers, followed + by layer normalization. We also modify the self-attention\\nsub-layer in the + decoder stack to prevent positions from attending to subsequent positions. + This\\nmasking, combined with fact that the output embeddings are offset by + one position, ensures that the\\npredictions for position i can depend only + on the known outputs at positions less than i.\\n\\n3.2 Attention\\nAn attention + function can be described as mapping a query and a set of key-value pairs + to an output,\\nwhere the query, keys, values, and output are all vectors. + The output is computed as a weighted sum\\n\\n 3\\n\\n---\\n\\n + \ Scaled Dot-Product Attention Multi-Head Attention\\n\\n Linear\\n + \ MatMul\\n\\n SoftMax Concat\\n\\nMask + (opt.) Scaled Dot-Product\\n\\n Scale Attention\\n\\n + \ MatMul inear Linear Linear\\n \u2191 \u2191\\n + \ Q K\\n\\n Figure 2: (left) Scaled Dot-Product Attention. (right) Multi-Head + Attention consists of several\\n attention layers running in parallel.\\n\\n + \ of the values, where the weight assigned to each value is computed by + a compatibility function of the\\n query with the corresponding key.\\n\\n + \ 3.2.1 Scaled Dot-Product Attention\\n We call our particular attention + \\\"Scaled Dot-Product Attention\\\" (Figure 2). The input consists of\\n + \ queries and keys of dimension d , and values of dimension d . + We compute the dot products of the\\n query with all keys, divide k + \ \u221A v\\n values. each by dk, and + apply a softmax function to obtain the weights on the\\n In practice, we + compute the attention function on a set of queries simultaneously, packed + together\\n into a matrix Q. The keys and values are also packed together + into matrices K and V . We compute\\n the matrix of outputs as:\\n\\n QK + T\\n Attention(Q, K, V ) = softmax( \u221Adk + )V (1)\\n\\n The two most commonly used attention functions + are additive attention [2], and dot-product (multi-\\n plicative) attention. + Dot-product attention is identical to our algorithm, except for the scaling + factor\\n of 1 . Additive attention computes the compatibility + function using a feed-forward network with\\n \u221Adk\\n a single + hidden layer. While the two are similar in theoretical complexity, dot-product + attention is\\n much faster and more space-efficient in practice, since + it can be implemented using highly optimized\\n matrix multiplication code.\\n + \ While for small values of dk the two mechanisms perform similarly, additive + attention outperforms\\n dot product attention without scaling for larger + values of dk [3]. We suspect that for large values of\\n dk, the dot products + grow large in magnitude, pushing the softmax function into regions where it + has\\n extremely small gradients 4. To counteract this effect, we scale + the dot products by 1 .\\n \u221Adk\\n\\n + \ 3.2.2 Multi-Head Attention\\n Instead of performing a single attention + function with dmodel-dimensional keys, values and queries,\\n we found + it beneficial to linearly project the queries, keys and values h times with + different, learned\\n linear projections to dk, dk and dv dimensions, respectively. + On each of these projected versions of\\n queries, keys and values we then + perform the attention function in parallel, yielding dv-dimensional\\n 4To + illustrate why the dot products get large, assume that the components of q + and k are independent random\\n variables with mean 0 and variance 1. Then + their dot product, q \xB7 k = P\u1D48\u1D4F qiki, has mean 0 and variance + d\u2096.\\n i=1\\n\\n + \ 4\\n\\n---\\n\\noutput values. + These are concatenated and once again projected, resulting in the final values, + as\\ndepicted in Figure 2.\\nMulti-head attention allows the model to jointly + attend to information from different representation\\nsubspaces at different + positions. With a single attention head, averaging inhibits this.\\n\\nMultiHead(Q, + K, V ) = Concat(head1, ..., headh)W O\\nwhere headi = Attention(QW Q, KWK, + V W V )\\ni i i\\n\\nWhere the + projections are parameter matrices W Q \u2208 Rdmodel\xD7d\u2096, W K \u2208 + Rdmodel\xD7d\u2096, W V \u2208 Rdmodel\xD7dv\\nand W O \u2208 Rhdv\xD7dmodel + . i i i\\nIn this work + we employ h = 8 parallel attention layers, or heads. For each of these + we use\\ndk = dv = dmodel/h = 64. Due to the reduced dimension of each head, + the total computational cost\\nis similar to that of single-head attention + with full dimensionality.\\n\\n3.2.3 Applications of Attention in our Model\\nThe + Transformer uses multi-head attention in three different ways:\\n\\n \u2022 + \ In \\\"encoder-decoder attention\\\" layers, the queries come from the previous + decoder layer,\\n and the memory keys and values come from the output + of the encoder. This allows every\\n position in the decoder to attend + over all positions in the input sequence. This mimics the\\n typical + encoder-decoder attention mechanisms in sequence-to-sequence models such as\\n + \ [38, 2, 9].\\n \u2022 The encoder contains self-attention + layers. In a self-attention layer all of the keys, values\\n and + queries come from the same place, in this case, the output of the previous + layer in the\\n encoder. Each position in the encoder can attend + to all positions in the previous layer of the\\n encoder.\\n \u2022 + \ Similarly, self-attention layers in the decoder allow each position in the + decoder to attend to\\n all positions in the decoder up to and including + that position. We need to prevent leftward\\n information flow in + the decoder to preserve the auto-regressive property. We implement this\\n + \ inside of scaled dot-product attention by masking out (setting to + \u2212\u221E) all values in the input\\n of the softmax which correspond + to illegal connections. See Figure 2.\\n\\n3.3 Position-wise Feed-Forward + Networks\\n\\nIn addition to attention sub-layers, each of the layers in our + encoder and decoder contains a fully\\nconnected feed-forward network, which + is applied to each position separately and identically. This\\nconsists of + two linear transformations with a ReLU activation in between.\\n\\n FFN(x) + = max(0, xW1 + b1)W2 + b2 (2)\\n\\n While the linear + transformations are the same across different positions, they use different + parameters\\nfrom layer to layer. Another way of describing this is as two + convolutions with kernel size 1.\\nThe dimensionality of input and output + is dmodel = 512, and the inner-layer has dimensionality\\ndf f = 2048.\\n\\n3.4 + \ Embeddings and Softmax\\n\\nSimilarly to other sequence transduction models, + we use learned embeddings to convert the input\\ntokens and output tokens + to vectors of dimension dmodel. We also use the usual learned linear transfor-\\nmation + and softmax function to convert the decoder output to predicted next-token + probabilities. In\\nour model, we share the same weight matrix between the + two embedding layers and the pre-softmax\\nlinear transformation, similar + to [30]. In the embedding layers, we multiply those weights by \u221Admodel.\\n\\n + \ 5\\n\\n---\\n\\nTable 1: Maximum + path lengths, per-layer complexity and minimum number of sequential operations\\nfor + different layer types. n is the sequence length, d is the representation dimension, + k is the kernel\\nsize of convolutions and r the size of the neighborhood + in restricted self-attention.\\n\\n Layer Type Complexity + per Layer Sequential Maximum Path Length\\n Operations\\n + Self-Attention O(n2 \xB7 d) O(1) O(1)\\n + Recurrent O(n \xB7 d2) O(n) O(n)\\n + Convolutional O(k \xB7 n \xB7 d2) O(1) O(logk(n))\\n + Self-Attention (restricted) O(r \xB7 n \xB7 d) O(1) O(n/r)\\n\\n3.5 + \ Positional Encoding\\nSince our model contains no recurrence and no convolution, + in order for the model to make use of the\\norder of the sequence, we must + inject some information about the relative or absolute position of the\\ntokens + in the sequence. To this end, we add \\\"positional encodings\\\" to the input + embeddings at the\\nbottoms of the encoder and decoder stacks. The positional + encodings have the same dimension dmodel\\nas the embeddings, so that the + two can be summed. There are many choices of positional encodings,\\nlearned + and fixed [9].\\nIn this work, we use sine and cosine functions of different + frequencies:\\n\\n P E(pos,2i) = sin(pos/100002i/d\u1D50\u1D52\u1D48\u1D49\u02E1 + )\\n P E(pos,2i+1) = cos(pos/100002i/d\u1D50\u1D52\u1D48\u1D49\u02E1 + )\\n\\nwhere pos is the position and i is the dimension. That is, each dimension + of the positional encoding\\ncorresponds to a sinusoid. The wavelengths form + a geometric progression from 2\u03C0 to 10000 \xB7 2\u03C0. We\\nchose this + function because we hypothesized it would allow the model to easily learn + to attend by\\nrelative positions, since for any fixed offset k, P Epos+k + can be represented as a linear function of\\nP Epos.\\nWe also experimented + with using learned positional embeddings [9] instead, and found that the two\\nversions + produced nearly identical results (see Table 3 row (E)). We chose the sinusoidal + version\\nbecause it may allow the model to extrapolate to sequence lengths + longer than the ones encountered\\nduring training.\\n\\n4 Why Self-Attention\\n\\nIn + this section we compare various aspects of self-attention layers to the recurrent + and convolu-\\ntional layers commonly used for mapping one variable-length + sequence of symbol representations\\n(x1, ..., xn) to another sequence of + equal length (z1, ..., zn), with xi, zi \u2208 Rd, such as a hidden\\nlayer + in a typical sequence transduction encoder or decoder. Motivating our use + of self-attention we\\nconsider three desiderata.\\nOne is the total computational + complexity per layer. Another is the amount of computation that can\\nbe parallelized, + as measured by the minimum number of sequential operations required.\\nThe + third is the path length between long-range dependencies in the network. Learning + long-range\\ndependencies is a key challenge in many sequence transduction + tasks. One key factor affecting the\\nability to learn such dependencies is + the length of the paths forward and backward signals have to\\ntraverse in + the network. The shorter these paths between any combination of positions + in the input\\nand output sequences, the easier it is to learn long-range + dependencies [12]. Hence we also compare\\nthe maximum path length between + any two input and output positions in networks composed of the\\ndifferent + layer types.\\nAs noted in Table 1, a self-attention layer connects all positions + with a constant number of sequentially\\nexecuted operations, whereas a recurrent + layer requires O(n) sequential operations. In terms of\\ncomputational complexity, + self-attention layers are faster than recurrent layers when the sequence\\n\\n + \ 6\\n\\n---\\n\\nlength n is + smaller than the representation dimensionality d, which is most often the + case with\\nsentence representations used by state-of-the-art models in machine + translations, such as word-piece\\n[38] and byte-pair [31] representations. + To improve computational performance for tasks involving\\nvery long sequences, + self-attention could be restricted to considering only a neighborhood of size + r in\\nthe input sequence centered around the respective output position. + This would increase the maximum\\npath length to O(n/r). We plan to investigate + this approach further in future work.\\nA single convolutional layer with + kernel width k < n does not connect all pairs of input and output\\npositions. + Doing so requires a stack of O(n/k) convolutional layers in the case of contiguous + kernels,\\nor O(logk(n)) in the case of dilated convolutions [18], increasing + the length of the longest paths\\nbetween any two positions in the network. + Convolutional layers are generally more expensive than\\nrecurrent layers, + by a factor of k. Separable convolutions [6], however, decrease the complexity\\nconsiderably, + to O(k \xB7 n \xB7 d + n \xB7 d2). Even with k = n, however, the complexity + of a separable\\nconvolution is equal to the combination of a self-attention + layer and a point-wise feed-forward layer,\\nthe approach we take in our model.\\nAs + side benefit, self-attention could yield more interpretable models. We inspect + attention distributions\\nfrom our models and present and discuss examples + in the appendix. Not only do individual attention\\nheads clearly learn to + perform different tasks, many appear to exhibit behavior related to the syntactic\\nand + semantic structure of the sentences.\\n\\n5 Training\\n\\nThis section + describes the training regime for our models.\\n\\n5.1 Training Data and + Batching\\n\\nWe trained on the standard WMT 2014 English-German dataset consisting + of about 4.5 million\\nsentence pairs. Sentences were encoded using byte-pair + encoding [3], which has a shared source-\\ntarget vocabulary of about 37000 + tokens. For English-French, we used the significantly larger WMT\\n2014 English-French + dataset consisting of 36M sentences and split tokens into a 32000 word-piece\\nvocabulary + [38]. Sentence pairs were batched together by approximate sequence length. + Each training\\nbatch contained a set of sentence pairs containing approximately + 25000 source tokens and 25000\\ntarget tokens.\\n\\n5.2 Hardware and Schedule\\n\\nWe + trained our models on one machine with 8 NVIDIA P100 GPUs. For our base models + using\\nthe hyperparameters described throughout the paper, each training + step took about 0.4 seconds. We\\ntrained the base models for a total of 100,000 + steps or 12 hours. For our big models,(described on the\\nbottom line of table + 3), step time was 1.0 seconds. The big models were trained for 300,000 steps\\n(3.5 + days).\\n\\n5.3 Optimizer\\n\\nWe used the Adam optimizer [20] with \u03B21 + = 0.9, \u03B22 = 0.98 and \u03F5 = 10\u22129. We varied the learning\\nrate + over the course of training, according to the formula:\\n\\n lrate + = d\u22120.5 \xB7 min(step_num\u22120.5, step_num \xB7 warmup_steps\u22121.5) + \ (3)\\n model\\n\\nThis corresponds to increasing the learning + rate linearly for the first warmup_steps training steps,\\nand decreasing + it thereafter proportionally to the inverse square root of the step number. + We used\\nwarmup_steps = 4000.\\n\\n5.4 Regularization\\n\\nWe employ three + types of regularization during training:\\n\\n 7\\n\\n---\\n\\nTable + 2: The Transformer achieves better BLEU scores than previous state-of-the-art + models on the\\nEnglish-to-German and English-to-French newstest2014 tests + at a fraction of the training cost.\\n\\nModel BLEU + \ Training Cost (FLOPs)\\n EN-DE + EN-FR EN-DE EN-FR\\nByteNet [18] 23.75\\nDeep-Att + + PosUnk [39] 39.2 1.0 \xB7 1020\\nGNMT + + RL [38] 24.6 39.92 2.3 \xB7 1019 1.4 \xB7 1020\\nConvS2S + [9] 25.16 40.46 9.6 \xB7 1018 1.5 \xB7 1020\\nMoE + [32] 26.03 40.56 2.0 \xB7 1019 1.2 \xB7 + 1020\\nDeep-Att + PosUnk Ensemble [39] 40.4 8.0 + \xB7 1020\\nGNMT + RL Ensemble [38] 26.30 41.16 1.8 \xB7 1020 + \ 1.1 \xB7 1021\\nConvS2S Ensemble [9] 26.36 41.29 7.7 + \xB7 1019 1.2 \xB7 1021\\nTransformer (base model) 27.3 38.1 + \ 3.3 \xB7 1018\\nTransformer (big) 28.4 41.8 2.3 + \xB7 1019\\n\\nResidual Dropout We apply dropout [33] to the output of + each sub-layer, before it is added to the\\nsub-layer input and normalized. + In addition, we apply dropout to the sums of the embeddings and the\\npositional + encodings in both the encoder and decoder stacks. For the base model, we use + a rate of\\nPdrop = 0.1.\\n\\nLabel Smoothing During training, + we employed label smoothing of value \u03F5ls = 0.1 [36]. This\\nhurts perplexity, + as the model learns to be more unsure, but improves accuracy and BLEU score.\\n\\n6 + \ Results\\n\\n6.1 Machine Translation\\n\\nOn the WMT 2014 English-to-German + translation task, the big transformer model (Transformer (big)\\nin Table + 2) outperforms the best previously reported models (including ensembles) by + more than 2.0\\nBLEU, establishing a new state-of-the-art BLEU score of 28.4. + The configuration of this model is\\nlisted in the bottom line of Table 3. + Training took 3.5 days on 8 P100 GPUs. Even our base model\\nsurpasses all + previously published models and ensembles, at a fraction of the training cost + of any of\\nthe competitive models.\\nOn the WMT 2014 English-to-French translation + task, our big model achieves a BLEU score of 41.0,\\noutperforming all of + the previously published single models, at less than 1/4 the training cost + of the\\nprevious state-of-the-art model. The Transformer (big) model trained + for English-to-French used\\ndropout rate Pdrop = 0.1, instead of 0.3.\\nFor + the base models, we used a single model obtained by averaging the last 5 checkpoints, + which\\nwere written at 10-minute intervals. For the big models, we averaged + the last 20 checkpoints. We\\nused beam search with a beam size of 4 and length + penalty \u03B1 = 0.6 [38]. These hyperparameters\\nwere chosen after experimentation + on the development set. We set the maximum output length during\\ninference + to input length + 50, but terminate early when possible [38].\\nTable 2 summarizes + our results and compares our translation quality and training costs to other + model\\narchitectures from the literature. We estimate the number of floating + point operations used to train a\\nmodel by multiplying the training time, + the number of GPUs used, and an estimate of the sustained\\nsingle-precision + floating-point capacity of each GPU 5.\\n\\n6.2 Model Variations\\n\\nTo + evaluate the importance of different components of the Transformer, we varied + our base model\\nin different ways, measuring the change in performance on + English-to-German translation on the\\n\\n 5We used values of 2.8, 3.7, + 6.0 and 9.5 TFLOPS for K80, K40, M40 and P100, respectively.\\n\\n 8\\n\\n---\\n\\nTable + 3: Variations on the Transformer architecture. Unlisted values are identical + to those of the base\\nmodel. All metrics are on the English-to-German translation + development set, newstest2013. Listed\\nperplexities are per-wordpiece, according + to our byte-pair encoding, and should not be compared to\\nper-word perplexities.\\n\\n + \ N dmodel dff h dk dv Pdrop \u03F5ls train + \ PPL BLEU params\\n steps + \ (dev) (dev) \xD7106\\nbase 6 512 2048 8 64 + \ 64 0.1 0.1 100K 4.92 25.8 65\\n 1 + \ 512 512 5.29 24.9\\n(A) 4 + \ 128 128 5.00 25.5\\n 16 + \ 32 32 4.91 25.8\\n 32 + \ 16 16 5.01 25.4\\n(B) 16 + \ 5.16 25.1 58\\n 32 + \ 5.01 25.4 60\\n 2 6.11 + \ 23.7 36\\n 4 5.19 + \ 25.3 50\\n 8 4.88 + \ 25.5 80\\n(C) 256 32 32 5.75 + \ 24.5 28\\n 1024 128 128 4.66 + \ 26.0 168\\n 1024 5.12 + \ 25.4 53\\n 4096 4.75 + \ 26.2 90\\n 0.0 + \ 5.77 24.6\\n(D) 0.2 + \ 0.0 4.95 25.5\\n 4.67 + \ 25.3\\n 0.2 + \ 5.47 25.7\\n(E) positional embedding instead + of sinusoids 4.92 25.7\\nbig 6 1024 4096 + \ 16 0.3 300K 4.33 26.4 213\\n\\ndevelopment + set, newstest2013. We used beam search as described in the previous section, + but no\\ncheckpoint averaging. We present these results in Table 3.\\nIn Table + 3 rows (A), we vary the number of attention heads and the attention key and + value dimensions,\\nkeeping the amount of computation constant, as described + in Section 3.2.2. While single-head\\nattention is 0.9 BLEU worse than the + best setting, quality also drops off with too many heads.\\nIn Table 3 rows + (B), we observe that reducing the attention key size dk hurts model quality. + This\\nsuggests that determining compatibility is not easy and that a more + sophisticated compatibility\\nfunction than dot product may be beneficial. + We further observe in rows (C) and (D) that, as expected,\\nbigger models + are better, and dropout is very helpful in avoiding over-fitting. In row (E) + we replace our\\nsinusoidal positional encoding with learned positional embeddings + [9], and observe nearly identical\\nresults to the base model.\\n\\n6.3 English + Constituency Parsing\\n\\nTo evaluate if the Transformer can generalize to + other tasks we performed experiments on English\\nconstituency parsing. This + task presents specific challenges: the output is subject to strong structural\\nconstraints + and is significantly longer than the input. Furthermore, RNN sequence-to-sequence\\nmodels + have not been able to attain state-of-the-art results in small-data regimes + [37].\\nWe trained a 4-layer transformer with dmodel = 1024 on the Wall Street + Journal (WSJ) portion of the\\nPenn Treebank [25], about 40K training sentences. + We also trained it in a semi-supervised setting,\\nusing the larger high-confidence + and BerkleyParser corpora from with approximately 17M sentences\\n[37]. We + used a vocabulary of 16K tokens for the WSJ only setting and a vocabulary + of 32K tokens\\nfor the semi-supervised setting.\\nWe performed only a small + number of experiments to select the dropout, both attention and residual\\n(section + 5.4), learning rates and beam size on the Section 22 development set, all + other parameters\\nremained unchanged from the English-to-German base translation + model. During inference, we\\n\\n 9\\n\\n---\\n\\n + \ Table 4: The Transformer generalizes well to English constituency parsing + (Results are on Section 23\\n of WSJ)\\n Parser Training + \ WSJ 23 F1\\nVinyals & Kaiser el al. (2014) [37] WSJ only, discriminative + \ 88.3\\n Petrov et al. (2006) [29] WSJ only, discriminative + \ 90.4\\n Zhu et al. (2013) [40] WSJ only, discriminative + \ 90.4\\n Dyer et al. (2016) [8] WSJ only, discriminative + \ 91.7\\n Transformer (4 layers) WSJ only, discriminative + \ 91.3\\n Zhu et al. (2013) [40] semi-supervised 91.3\\n + \ Huang & Harper (2009) [14] semi-supervised 91.3\\n + \ McClosky et al. (2006) [26] semi-supervised 92.1\\nVinyals + & Kaiser el al. (2014) [37] semi-supervised 92.1\\n Transformer + (4 layers) semi-supervised 92.7\\n Luong et al. + (2015) [23] multi-task 93.0\\n Dyer et al. + (2016) [8] generative 93.3\\n\\n increased the + maximum output length to input length + 300. We used a beam size of 21 and + \u03B1 = 0.3\\n for both WSJ only and the semi-supervised setting.\\n Our + results in Table 4 show that despite the lack of task-specific tuning our + model performs sur-\\n prisingly well, yielding better results than all + previously reported models with the exception of the\\n Recurrent Neural + Network Grammar [8].\\n In contrast to RNN sequence-to-sequence models + [37], the Transformer outperforms the Berkeley-\\n Parser [29] even when + training only on the WSJ training set of 40K sentences.\\n\\n 7 Conclusion\\n\\n + \ In this work, we presented the Transformer, the first sequence transduction + model based entirely on\\n attention, replacing the recurrent layers most + commonly used in encoder-decoder architectures with\\n multi-headed self-attention.\\n + \ For translation tasks, the Transformer can be trained significantly faster + than architectures based\\n on recurrent or convolutional layers. On + both WMT 2014 English-to-German and WMT 2014\\n English-to-French translation + tasks, we achieve a new state of the art. In the former task our best\\n model + outperforms even all previously reported ensembles.\\n We are excited about + the future of attention-based models and plan to apply them to other tasks. + We\\n plan to extend the Transformer to problems involving input and output + modalities other than text and\\n to investigate local, restricted attention + mechanisms to efficiently handle large inputs and outputs\\n such as images, + audio and video. Making generation less sequential is another research goals + of ours.\\n The code we used to train and evaluate our models is available + at https://github.com/\\n tensorflow/tensor2tensor.\\n\\n Acknowledgements + We are grateful to Nal Kalchbrenner and Stephan Gouws for their fruitful\\n + \ comments, corrections and inspiration.\\n\\n References\\n [1] + \ Jimmy Lei Ba, Jamie Ryan Kiros, and Geoffrey E Hinton. 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In Advances in + Neural Information Processing Systems, pages 3104\u20133112, 2014.\\n\\n[36] + \ Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe, Jonathon Shlens, and + Zbigniew Wojna.\\n Rethinking the inception architecture for computer + vision. CoRR, abs/1512.00567, 2015.\\n\\n[37] Vinyals & Kaiser, Koo, Petrov, + Sutskever, and Hinton. Grammar as a foreign language. In\\n Advances + in Neural Information Processing Systems, 2015.\\n\\n[38] Yonghui Wu, Mike + Schuster, Zhifeng Chen, Quoc V Le, Mohammad Norouzi, Wolfgang\\n Macherey, + Maxim Krikun, Yuan Cao, Qin Gao, Klaus Macherey, et al. Google\u2019s neural + machine\\n translation system: Bridging the gap between human and machine + translation. arXiv preprint\\n arXiv:1609.08144, 2016.\\n\\n[39] Jie + Zhou, Ying Cao, Xuguang Wang, Peng Li, and Wei Xu. Deep recurrent models + with\\n fast-forward connections for neural machine translation. CoRR, + abs/1606.04199, 2016.\\n\\n[40] Muhua Zhu, Yue Zhang, Wenliang Chen, Min + Zhang, and Jingbo Zhu. Fast and accurate\\n shift-reduce constituent + parsing. In Proceedings of the 51st Annual Meeting of the ACL (Volume\\n 1: + Long Papers), pages 434\u2013443. ACL, August 2013.\\n\\n 12\\n\\n---\\n\\nInput-Input + Layer5\\nAttention Visualizations\\n\\ngovernments registration\\nAmerican + \ process\\nmajority passed making difficult \\n + \ \\n + \\n since voting more \\nspirit have + \ laws 2009\\nIt is in this thata of new the or .\\n\\nIt is + \ this thata of the or . \\n difficult\\n + \ in spirit more \\n + \ since process \\n laws + \ \\n have + new voting \\n American\\n + \ majority passed 2009\\n making\\n + \ governments registration\\n\\nFigure + 3: An example of the attention mechanism following long-distance dependencies + in the\\nencoder self-attention in layer 5 of 6. Many of the attention heads + attend to a distant dependency of\\nthe verb \u2018making\u2019, completing + the phrase \u2018making...more difficult\u2019. Attentions here shown only + for\\nthe word \u2018making\u2019. Different colors represent different heads. + Best viewed in color.\\n\\n13\\n\\n---\\n\\nInput-Input Layer5\\n\\napplication\\n + \ missing \\nLaw never perfect should what opinion + \ \\nThe will be , butits be just- thisis we are , in my + \ .\\n\\nInput-Input Layer5 . \\nThe , its - this ,\\n + \ be perfectbut be just is what are in my\\nLaw never should + \ we missing \\n will application opinion\\n\\napplication\\n + \ missing \\nLaw never perfect should what opinion + \ \\nThe will be , but its be just- thisis we are , in my + \ .\\n\\nThe , its - this , . \\n be perfectbut + \ be just is what are in my\\nLaw never should we + \ missing \\n will application opinion\\n\\nFigure + 4: Two attention heads, also in layer 5 of 6, apparently involved in anaphora + resolution. Top:\\nFull attentions for head 5. Bottom: Isolated attentions + from just the word \u2018its\u2019 for attention heads 5\\nand 6. Note that + the attentions are very sharp for this word.\\n\\n14\\n\\n---\\n\\nInput-Input + Layer5\\n\\napplication\\n missing \\nLaw never perfect + \ should what opinion \\nThe will be , but its be just- + \ thisis we are , in my .\\n\\nThe , its - this , . \\n + \ be perfectbut be just is what are in my\\nLaw never should + \ we missing \\n will application opinion\\nInput-Input + Layer5\\n\\napplication\\n missing \\nLaw never perfect + \ should what opinion \\nThe will be , but its be just- + \ thisis we are , in my .\\n\\nThe , its - this , . \\n + \ be perfectbut be just is what are in my\\nLaw never should + \ we missing \\n will application opinion\\n\\nFigure + 5: Many of the attention heads exhibit behaviour that seems related to the + structure of the\\nsentence. We give two such examples above, from two different + heads from the encoder self-attention\\nat layer 5 of 6. The heads clearly + learned to perform different tasks.\\n\\n15\",\"job_metadata\":{\"credits_used\":0,\"job_credits_usage\":0,\"job_pages\":0,\"job_auto_mode_triggered_pages\":0,\"job_is_cache_hit\":true}}" + headers: + Connection: + - keep-alive + Content-Length: + - '47254' + Content-Type: + - application/json + Date: + - Sat, 17 Jan 2026 11:05:27 GMT + Strict-Transport-Security: + - max-age=31536000; includeSubDomains + x-correlation-id: + - 0697e9d8-7d1f-4f67-96a7-01a19b6f5d46 + x-session-id: + - bfb1df66-56af-47c2-be0f-ce3e346f3211 + status: + code: 200 + message: OK version: 1 diff --git a/packages/opentelemetry-instrumentation-llamaindex/tests/cassettes/test_structured_llm/test_structured_llm_achat_model_attributes.yaml b/packages/opentelemetry-instrumentation-llamaindex/tests/cassettes/test_structured_llm/test_structured_llm_achat_model_attributes.yaml index b2d1d62987..dfe6cfeefd 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/tests/cassettes/test_structured_llm/test_structured_llm_achat_model_attributes.yaml +++ b/packages/opentelemetry-instrumentation-llamaindex/tests/cassettes/test_structured_llm/test_structured_llm_achat_model_attributes.yaml @@ -2,11 +2,11 @@ interactions: - 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import pytest -from llama_index.agent.openai import OpenAIAssistantAgent from llama_index.core import SQLDatabase from llama_index.core.agent import ReActAgent from llama_index.core.query_engine import NLSQLTableQueryEngine from llama_index.core.tools import FunctionTool, QueryEngineTool from llama_index.llms.cohere import Cohere from llama_index.llms.openai import OpenAI -from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -40,39 +36,26 @@ def make_sql_table(): return SQLDatabase(engine, include_tables=["city_stats"]) -def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): - assert log.log_record.event_name == event_name - assert log.log_record.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) == "llamaindex" - - if not expected_content: - assert not log.log_record.body - else: - assert log.log_record.body - assert dict(log.log_record.body) == expected_content - - @pytest.mark.vcr -def test_agents_and_tools(instrument_legacy, span_exporter, log_exporter): +@pytest.mark.asyncio +async def test_agents_and_tools(instrument_legacy, span_exporter, log_exporter): def multiply(a: int, b: int) -> int: """Multiply two integers and returns the result integer""" return a * b multiply_tool = FunctionTool.from_defaults(fn=multiply) - llm = OpenAI(model="gpt-3.5-turbo-0613") - agent = ReActAgent.from_tools([multiply_tool], llm=llm, verbose=True) + llm = OpenAI(model="gpt-4o-mini") + agent = ReActAgent(tools=[multiply_tool], llm=llm, verbose=True, streaming=False) - agent.chat("What is 2 times 3?") + await agent.run("What is 2 times 3?") spans = span_exporter.get_finished_spans() + span_names = {span.name for span in spans} - assert { - "ReActAgent.workflow", - "ReActAgent.task", - "FunctionTool.task", - "openai.chat", - "ReActOutputParser.task", - "ReActAgentWorker.task", - } == {span.name for span in spans} + # Verify we have the key workflow and task spans (some span names changed in llama-index 0.14.x) + assert "ReActAgent.workflow" in span_names + assert "FunctionTool.task" in span_names + assert "openai.chat" in span_names agent_workflow_span = next( span for span in spans if span.name == "ReActAgent.workflow" @@ -80,162 +63,53 @@ def multiply(a: int, b: int) -> int: function_tool_span = next( span for span in spans if span.name == "FunctionTool.task" ) - llm_span_1, llm_span_2 = [span for span in spans if span.name == "openai.chat"] + llm_spans = [span for span in spans if span.name == "openai.chat"] assert agent_workflow_span.parent is None assert function_tool_span.parent is not None - assert llm_span_1.parent is not None - assert llm_span_2.parent is not None + # In llama-index 0.14.x, there may be multiple LLM spans depending on the agent's reasoning + assert len(llm_spans) >= 1 + assert all(span.parent is not None for span in llm_spans) + # Check the first LLM span has correct attributes (same fields as before, values may differ) + llm_span_1 = llm_spans[0] assert llm_span_1.attributes[SpanAttributes.LLM_REQUEST_TYPE] == "chat" - assert ( - llm_span_1.attributes[GenAIAttributes.GEN_AI_REQUEST_MODEL] == "gpt-3.5-turbo-0613" - ) - assert ( - llm_span_1.attributes[GenAIAttributes.GEN_AI_RESPONSE_MODEL] == "gpt-3.5-turbo-0613" - ) - assert llm_span_1.attributes[f"{GenAIAttributes.GEN_AI_PROMPT}.0.content"].startswith( - "You are designed to help with a variety of tasks," - ) + assert GenAIAttributes.GEN_AI_REQUEST_MODEL in llm_span_1.attributes + assert llm_span_1.attributes[GenAIAttributes.GEN_AI_REQUEST_MODEL] == "gpt-4o-mini" + assert GenAIAttributes.GEN_AI_RESPONSE_MODEL in llm_span_1.attributes + assert f"{GenAIAttributes.GEN_AI_PROMPT}.0.content" in llm_span_1.attributes + assert f"{GenAIAttributes.GEN_AI_PROMPT}.1.content" in llm_span_1.attributes assert llm_span_1.attributes[f"{GenAIAttributes.GEN_AI_PROMPT}.1.content"] == ( "What is 2 times 3?" ) - assert llm_span_1.attributes[ - f"{GenAIAttributes.GEN_AI_COMPLETION}.0.content" - ].startswith( - "Thought: The current language of the user is English. I need to use a tool" - ) + assert f"{GenAIAttributes.GEN_AI_COMPLETION}.0.content" in llm_span_1.attributes assert llm_span_1.attributes[GenAIAttributes.GEN_AI_USAGE_OUTPUT_TOKENS] == 43 assert llm_span_1.attributes[GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS] == 479 assert llm_span_1.attributes[SpanAttributes.LLM_USAGE_TOTAL_TOKENS] == 522 + # Verify second LLM span + assert len(llm_spans) >= 2, "Expected at least 2 LLM spans" + llm_span_2 = llm_spans[1] assert llm_span_2.attributes[SpanAttributes.LLM_REQUEST_TYPE] == "chat" - assert ( - llm_span_2.attributes[GenAIAttributes.GEN_AI_REQUEST_MODEL] == "gpt-3.5-turbo-0613" - ) - assert ( - llm_span_2.attributes[GenAIAttributes.GEN_AI_RESPONSE_MODEL] == "gpt-3.5-turbo-0613" - ) - assert llm_span_2.attributes[f"{GenAIAttributes.GEN_AI_PROMPT}.0.content"].startswith( - "You are designed to help with a variety of tasks," - ) - assert llm_span_2.attributes[f"{GenAIAttributes.GEN_AI_PROMPT}.1.content"] == ( - "What is 2 times 3?" - ) - assert llm_span_2.attributes[f"{GenAIAttributes.GEN_AI_PROMPT}.2.content"].startswith( - "Thought: The current language of the user is English. I need to use a tool" - ) - assert llm_span_2.attributes[f"{GenAIAttributes.GEN_AI_PROMPT}.3.content"] == ( - "Observation: 6" - ) - assert llm_span_2.attributes[f"{GenAIAttributes.GEN_AI_COMPLETION}.0.content"] == ( - "Thought: I can answer without using any more tools. I'll use the user's " - "language to answer.\nAnswer: 2 times 3 is 6." - ) + assert llm_span_2.attributes[GenAIAttributes.GEN_AI_REQUEST_MODEL] == "gpt-4o-mini" + assert GenAIAttributes.GEN_AI_RESPONSE_MODEL in llm_span_2.attributes + assert f"{GenAIAttributes.GEN_AI_PROMPT}.0.content" in llm_span_2.attributes + assert f"{GenAIAttributes.GEN_AI_COMPLETION}.0.content" in llm_span_2.attributes assert llm_span_2.attributes[GenAIAttributes.GEN_AI_USAGE_OUTPUT_TOKENS] == 32 assert llm_span_2.attributes[GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS] == 535 assert llm_span_2.attributes[SpanAttributes.LLM_USAGE_TOTAL_TOKENS] == 567 - logs = log_exporter.get_finished_logs() - assert ( - len(logs) == 0 - ), "Assert that it doesn't emit logs when use_legacy_attributes is True" - - -@pytest.mark.skip(reason="Agent API changed in llama-index 0.13.1 - needs update for workflow-based agents") -@pytest.mark.vcr -def test_agents_and_tools_with_events_with_content( - instrument_with_content, span_exporter, log_exporter -): - # Test skipped - Agent API changed in llama-index 0.13.1 - pass - - -@pytest.mark.skip(reason="Agent API changed in llama-index 0.13.1 - needs update for workflow-based agents") -@pytest.mark.vcr -def test_agents_and_tools_with_events_with_no_content( - instrument_with_no_content, span_exporter, log_exporter -): - # Test skipped - Agent API changed in llama-index 0.13.1 - pass - - -@pytest.mark.vcr -def test_agent_with_query_tool(instrument_legacy, span_exporter, log_exporter): - sql_database = make_sql_table() - - query_engine = NLSQLTableQueryEngine( - sql_database=sql_database, - tables=["city_stats"], - ) - - sql_tool = QueryEngineTool.from_defaults( - query_engine=query_engine, - name="sql_tool", - description=( - "Useful for translating a natural language query into a SQL query over" - " a table containing: city_stats, containing the population/country of" - " each city" - ), - ) - - agent = OpenAIAssistantAgent.from_new( - name="City bot", - instructions="You are a bot designed to answer questions about cities (both unstructured and structured data)", - tools=[sql_tool], - verbose=True, - ) - - agent.chat("Which city has the highest population?") - - spans = span_exporter.get_finished_spans() - - assert { - "OpenAIAssistantAgent.workflow", - "CompactAndRefine.task", - "openai.chat", - "TokenTextSplitter.task", - "openai.assistant.run", - }.issubset({span.name for span in spans}) - - agent_span = next( - span for span in spans if span.name == "OpenAIAssistantAgent.workflow" - ) - synthesize_span = next( - span for span in spans if span.name == "CompactAndRefine.task" - ) - llm_span_1, llm_span_2 = [span for span in spans if span.name == "openai.chat"] - - assert agent_span.parent is None - assert synthesize_span.parent is not None - assert llm_span_1.parent is not None - assert llm_span_2.parent is not None - - assert llm_span_1.attributes[GenAIAttributes.GEN_AI_REQUEST_MODEL] == "gpt-3.5-turbo" - assert ( - llm_span_1.attributes[GenAIAttributes.GEN_AI_RESPONSE_MODEL] == "gpt-3.5-turbo-0125" - ) - assert llm_span_1.attributes[f"{GenAIAttributes.GEN_AI_PROMPT}.0.content"].startswith( - "Given an input question, first create a syntactically correct sqlite" - ) - assert llm_span_1.attributes[GenAIAttributes.GEN_AI_USAGE_OUTPUT_TOKENS] == 68 - assert llm_span_1.attributes[GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS] == 224 - assert llm_span_1.attributes[SpanAttributes.LLM_USAGE_TOTAL_TOKENS] == 292 - - assert llm_span_2.attributes[GenAIAttributes.GEN_AI_REQUEST_MODEL] == "gpt-3.5-turbo" - assert ( - llm_span_2.attributes[GenAIAttributes.GEN_AI_RESPONSE_MODEL] == "gpt-3.5-turbo-0125" - ) - assert llm_span_2.attributes[f"{GenAIAttributes.GEN_AI_PROMPT}.0.content"].startswith( - "Given an input question, synthesize a response from the query results." - ) - assert llm_span_2.attributes[f"{GenAIAttributes.GEN_AI_COMPLETION}.0.content"] == ( - "The city with the highest population in the city_stats table is Tokyo, " - "with a population of 13,960,000." - ) - assert llm_span_2.attributes[GenAIAttributes.GEN_AI_USAGE_OUTPUT_TOKENS] == 25 - assert llm_span_2.attributes[GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS] == 63 - assert llm_span_2.attributes[SpanAttributes.LLM_USAGE_TOTAL_TOKENS] == 88 + # Verify tool.name and tool.arguments are set on call_tool spans + call_tool_spans = [span for span in spans if span.name == "call_tool.task"] + assert len(call_tool_spans) >= 1, "Expected at least one call_tool.task span" + for tool_span in call_tool_spans: + assert ( + "tool.name" in tool_span.attributes + ), "Expected tool.name attribute on call_tool span" + assert tool_span.attributes["tool.name"] == "multiply" + assert ( + "tool.arguments" in tool_span.attributes + ), "Expected tool.arguments attribute on call_tool span" logs = log_exporter.get_finished_logs() assert ( @@ -243,26 +117,11 @@ def test_agent_with_query_tool(instrument_legacy, span_exporter, log_exporter): ), "Assert that it doesn't emit logs when use_legacy_attributes is True" -@pytest.mark.skip(reason="Agent API changed in llama-index 0.13.1 - needs update for workflow-based agents") @pytest.mark.vcr -def test_agent_with_query_tool_with_events_with_content( - instrument_with_content, span_exporter, log_exporter +@pytest.mark.asyncio +async def test_agent_with_multiple_tools( + instrument_legacy, span_exporter, log_exporter ): - # Test skipped - Agent API changed in llama-index 0.13.1 - pass - - -@pytest.mark.skip(reason="Agent API changed in llama-index 0.13.1 - needs update for workflow-based agents") -@pytest.mark.vcr -def test_agent_with_query_tool_with_events_with_no_content( - instrument_with_no_content, span_exporter, log_exporter -): - # Test skipped - Agent API changed in llama-index 0.13.1 - pass - - -@pytest.mark.vcr -def test_agent_with_multiple_tools(instrument_legacy, span_exporter, log_exporter): def calculate_years_to_target_population( target_population: int, current_population: int, @@ -279,7 +138,7 @@ def calculate_years_to_target_population( ) sql_database = make_sql_table() - llm = Cohere() + llm = Cohere(model="command-a-03-2025") query_engine = NLSQLTableQueryEngine( sql_database=sql_database, tables=["city_stats"], @@ -295,67 +154,144 @@ def calculate_years_to_target_population( ), ) - agent = ReActAgent.from_tools(tools=[calc_tool, sql_tool], llm=llm, verbose=True) + agent = ReActAgent( + tools=[calc_tool, sql_tool], llm=llm, verbose=True, streaming=False + ) - agent.chat( + await agent.run( "Which city has the highest population and how many years will it take to reach" " 20 million inhabitants if it's population increases by 1 million a year?" ) spans = span_exporter.get_finished_spans() + span_names = {span.name for span in spans} + + # Verify we have the key workflow and task spans (some names changed in llama-index 0.14.x) + assert "ReActAgent.workflow" in span_names + assert "NLSQLTableQueryEngine.task" in span_names + assert "FunctionTool.task" in span_names + assert "QueryEngineTool.task" in span_names - assert { - "ReActAgent.workflow", - "ReActAgent.task", - "NLSQLTableQueryEngine.task", - "Cohere.task", + # These spans should exist from the SQL query workflow + task_span_names = { "CompactAndRefine.task", - "DefaultRefineProgram.task", - "DefaultSQLParser.task", - "FunctionTool.task", - "QueryEngineTool.task", - "ReActAgentWorker.task", - "ReActOutputParser.task", "TokenTextSplitter.task", - } == {span.name for span in spans} + "DefaultSQLParser.task", + } + assert ( + len(task_span_names & span_names) > 0 + ), "Expected at least one task span from the workflow" agent_span = next(span for span in spans if span.name == "ReActAgent.workflow") - _, sql_tool_span, calc_tool_span, _, _ = [ - span for span in spans if span.name == "ReActAgentWorker.task" + assert agent_span.parent is None + + # Verify Cohere LLM spans have the expected gen_ai attributes (same fields as before) + cohere_spans = [span for span in spans if span.name == "Cohere.task"] + assert len(cohere_spans) >= 1, "Expected at least one Cohere LLM span" + + # In llama-index 0.14.x, there are two types of Cohere.task spans: + # 1. LLM call spans with gen_ai.request.model, gen_ai.prompt.X.content, gen_ai.completion.X.content + # 2. Text processing spans with gen_ai.completion.content only + # We verify that at least one span has the full set of LLM attributes + llm_spans_with_model = [ + span + for span in cohere_spans + if GenAIAttributes.GEN_AI_REQUEST_MODEL in span.attributes + or "gen_ai.request.model" in span.attributes + ] + assert ( + len(llm_spans_with_model) >= 1 + ), "Expected at least one Cohere span with gen_ai.request.model" + + # Check that LLM spans with gen_ai.request.model have the expected attributes + for cohere_span in llm_spans_with_model: + # Check for gen_ai.request.model attribute + assert ( + GenAIAttributes.GEN_AI_REQUEST_MODEL in cohere_span.attributes + or "gen_ai.request.model" in cohere_span.attributes + ), f"Expected gen_ai.request.model in {cohere_span.name}" + + # Check for prompt content attributes (gen_ai.prompt.X.content) + prompt_keys = [ + k for k in cohere_span.attributes if k.startswith("gen_ai.prompt.") + ] + assert len(prompt_keys) > 0, f"Expected prompt attributes in {cohere_span.name}" + + # Check for completion content attributes (gen_ai.completion.X.content) + completion_keys = [ + k for k in cohere_span.attributes if k.startswith("gen_ai.completion") + ] + assert ( + len(completion_keys) > 0 + ), f"Expected completion attributes in {cohere_span.name}" + + # Check that llm.request.type exists + assert ( + SpanAttributes.LLM_REQUEST_TYPE in cohere_span.attributes + or "llm.request.type" in cohere_span.attributes + ), f"Expected llm.request.type in {cohere_span.name}" + + # Check for token usage attributes (restored with Cohere format support) + assert ( + GenAIAttributes.GEN_AI_USAGE_OUTPUT_TOKENS in cohere_span.attributes + ), f"Expected gen_ai.usage.output_tokens in {cohere_span.name}" + assert cohere_span.attributes[GenAIAttributes.GEN_AI_USAGE_OUTPUT_TOKENS] > 0 + assert ( + GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS in cohere_span.attributes + ), f"Expected gen_ai.usage.input_tokens in {cohere_span.name}" + assert cohere_span.attributes[GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS] > 0 + assert ( + SpanAttributes.LLM_USAGE_TOTAL_TOKENS in cohere_span.attributes + ), f"Expected llm.usage.total_tokens in {cohere_span.name}" + assert cohere_span.attributes[SpanAttributes.LLM_USAGE_TOTAL_TOKENS] > 0 + + # Verify tool-related spans exist (FunctionTool.task and QueryEngineTool.task) + function_tool_spans = [span for span in spans if span.name == "FunctionTool.task"] + query_engine_tool_spans = [ + span for span in spans if span.name == "QueryEngineTool.task" ] - assert agent_span.parent is None + assert ( + len(function_tool_spans) >= 1 + ), "Expected at least one FunctionTool.task span (calc_tool)" + assert ( + len(query_engine_tool_spans) >= 1 + ), "Expected at least one QueryEngineTool.task span (sql_tool)" - assert sql_tool_span.attributes["tool.name"] == "sql_tool" - assert json.loads(sql_tool_span.attributes["tool.arguments"]) == { - "input": "SELECT city, population FROM table ORDER BY population DESC LIMIT 1" - } - assert calc_tool_span.attributes["tool.name"] == "calc_tool" - assert json.loads(calc_tool_span.attributes["tool.arguments"]) == { - "current_population": 13960000, - "target_population": 20000000, - "yearly_increase": 1000000, - } + # Check that task spans have traceloop.entity.name attribute + for span in function_tool_spans + query_engine_tool_spans: + assert ( + "traceloop.entity.name" in span.attributes + ), f"Expected traceloop.entity.name in {span.name}" + + # Verify tool.name and tool.arguments are set on call_tool spans + call_tool_spans = [span for span in spans if span.name == "call_tool.task"] + assert ( + len(call_tool_spans) >= 2 + ), "Expected at least 2 call_tool.task spans (sql_tool and calc_tool)" + + tool_names_found = set() + for tool_span in call_tool_spans: + assert ( + "tool.name" in tool_span.attributes + ), "Expected tool.name attribute on call_tool span" + tool_name = tool_span.attributes["tool.name"] + tool_names_found.add(tool_name) + assert tool_name in [ + "sql_tool", + "calc_tool", + ], f"Unexpected tool name: {tool_name}" + assert ( + "tool.arguments" in tool_span.attributes + ), "Expected tool.arguments attribute on call_tool span" + # tool.arguments should be a JSON string + assert isinstance(tool_span.attributes["tool.arguments"], str) + + # Verify both tools were called + assert "sql_tool" in tool_names_found, "Expected sql_tool to be called" + assert "calc_tool" in tool_names_found, "Expected calc_tool to be called" logs = log_exporter.get_finished_logs() assert ( len(logs) == 0 ), "Assert that it doesn't emit logs when use_legacy_attributes is True" - - -@pytest.mark.skip(reason="Agent API changed in llama-index 0.13.1 - needs update for workflow-based agents") -@pytest.mark.vcr -def test_agent_with_multiple_tools_with_events_with_content( - instrument_with_content, span_exporter, log_exporter -): - # Test skipped - Agent API changed in llama-index 0.13.1 - pass - - -@pytest.mark.skip(reason="Agent API changed in llama-index 0.13.1 - needs update for workflow-based agents") -@pytest.mark.vcr -def test_agent_with_multiple_tools_with_events_with_no_content( - instrument_with_no_content, span_exporter, log_exporter -): - # Test skipped - Agent API changed in llama-index 0.13.1 - pass diff --git a/packages/opentelemetry-instrumentation-llamaindex/tests/test_llamaparse.py b/packages/opentelemetry-instrumentation-llamaindex/tests/test_llamaparse.py index e61051ff96..c9de31f51d 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/tests/test_llamaparse.py +++ b/packages/opentelemetry-instrumentation-llamaindex/tests/test_llamaparse.py @@ -73,10 +73,12 @@ def test_llamaparse_api_methods_exist(): not pytest.importorskip("llama_parse"), reason="llama_parse not installed" ) -def test_llamaparse_deprecated_methods_dont_exist(): +def test_llamaparse_parse_methods_exist(): + """Test that parse and aparse methods exist in newer llama-parse versions.""" parser = LlamaParse(api_key=os.environ["LLAMA_CLOUD_API_KEY"]) - non_existent_methods = ['parse', 'aparse'] + parse_methods = ['parse', 'aparse'] - for method_name in non_existent_methods: - assert not hasattr(parser, method_name), f"Method {method_name} should not exist in LlamaParse" + for method_name in parse_methods: + assert hasattr(parser, method_name), f"Method {method_name} should exist in LlamaParse" + assert callable(getattr(parser, method_name)), f"Method {method_name} should be callable" diff --git a/packages/opentelemetry-instrumentation-llamaindex/uv.lock b/packages/opentelemetry-instrumentation-llamaindex/uv.lock index ebb57f252f..8240fc3e22 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/uv.lock +++ b/packages/opentelemetry-instrumentation-llamaindex/uv.lock @@ -1,17 +1,21 @@ version = 1 revision = 1 -requires-python = ">=3.9, <4" +requires-python = ">=3.10, <4" resolution-markers = [ - "python_full_version >= '3.13' and platform_python_implementation == 'PyPy'", 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b/packages/opentelemetry-instrumentation-watsonx/.python-version index 11aaa06863..c8cfe39591 100644 --- a/packages/opentelemetry-instrumentation-watsonx/.python-version +++ b/packages/opentelemetry-instrumentation-watsonx/.python-version @@ -1 +1 @@ -3.9.5 +3.10 diff --git a/packages/opentelemetry-instrumentation-watsonx/pyproject.toml b/packages/opentelemetry-instrumentation-watsonx/pyproject.toml index 1448f45f31..44fd6cec73 100644 --- a/packages/opentelemetry-instrumentation-watsonx/pyproject.toml +++ b/packages/opentelemetry-instrumentation-watsonx/pyproject.toml @@ -7,7 +7,7 @@ authors = [ ] license = "Apache-2.0" readme = "README.md" -requires-python = ">=3.9,<4" +requires-python = ">=3.10,<4" dependencies = [ "opentelemetry-api>=1.38.0,<2", "opentelemetry-instrumentation>=0.59b0", @@ -32,13 +32,13 @@ dev = [ "ruff>=0.4.0", ] test = [ - "ibm-watson-machine-learning==1.0.333", + "ibm-watson-machine-learning==1.0.368", "opentelemetry-sdk>=1.38.0,<2", 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b/packages/opentelemetry-instrumentation-weaviate/.python-version index 11aaa06863..c8cfe39591 100644 --- a/packages/opentelemetry-instrumentation-weaviate/.python-version +++ b/packages/opentelemetry-instrumentation-weaviate/.python-version @@ -1 +1 @@ -3.9.5 +3.10 diff --git a/packages/opentelemetry-instrumentation-weaviate/pyproject.toml b/packages/opentelemetry-instrumentation-weaviate/pyproject.toml index 38e155f508..c5e685feca 100644 --- a/packages/opentelemetry-instrumentation-weaviate/pyproject.toml +++ b/packages/opentelemetry-instrumentation-weaviate/pyproject.toml @@ -9,7 +9,7 @@ authors = [ ] license = "Apache-2.0" readme = "README.md" -requires-python = ">=3.9,<4" +requires-python = ">=3.10,<4" dependencies = [ "opentelemetry-api>=1.38.0,<2", "opentelemetry-instrumentation>=0.59b0", @@ -40,7 +40,7 @@ test = [ "pytest-recording>=0.13.1,<0.14.0", "pytest-sugar==1.0.0", "pytest>=8.2.2,<9", - "vcrpy>=6.0.1,<7", + "vcrpy>=8.0.0,<9", "weaviate-client>=3.26,<4", ] [build-system] 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a/packages/opentelemetry-instrumentation-langchain/tests/test_llms.py +++ b/packages/opentelemetry-instrumentation-langchain/tests/test_llms.py @@ -6,6 +6,14 @@ import pytest from langchain_core.output_parsers.openai_functions import JsonOutputFunctionsParser from langchain_core.prompts import ChatPromptTemplate + +# Check if text_generation is available (used by HuggingFaceTextGenInference) +try: + import text_generation # noqa: F401 + + HAS_TEXT_GENERATION = True +except ImportError: + HAS_TEXT_GENERATION = False from langchain_anthropic import ChatAnthropic from langchain_aws import ChatBedrock from langchain_community.llms.huggingface_text_gen_inference import ( @@ -115,6 +123,7 @@ def open_ai_prompt(): @pytest.mark.vcr +@pytest.mark.skipif(not HAS_TEXT_GENERATION, reason="text_generation not installed") def test_custom_llm(instrument_legacy, span_exporter, log_exporter): prompt = ChatPromptTemplate.from_messages( [("system", "You are a helpful assistant"), ("user", "{input}")] @@ 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"threadpoolctl" version = "3.6.0" diff --git a/packages/traceloop-sdk/pyproject.toml b/packages/traceloop-sdk/pyproject.toml index bb34540fa0..2360a502b2 100644 --- a/packages/traceloop-sdk/pyproject.toml +++ b/packages/traceloop-sdk/pyproject.toml @@ -86,8 +86,8 @@ test = [ "pydantic<3", "pytest-asyncio>=0.23.7,<0.24.0", "anthropic>=0.25.2,<0.26.0", - "langchain>=0.2.5,<0.3.0", - "langchain-openai>=0.1.15,<0.2.0", + "langchain>=1.0.0,<2.0.0", + "langchain-openai>=1.0.0,<2.0.0", "pandas>=1.0.0", ] [build-system] diff --git a/packages/traceloop-sdk/tests/test_association_properties.py b/packages/traceloop-sdk/tests/test_association_properties.py index a2c22503e4..989925b922 100644 --- a/packages/traceloop-sdk/tests/test_association_properties.py +++ b/packages/traceloop-sdk/tests/test_association_properties.py @@ -1,6 +1,6 @@ import pytest from langchain_openai import ChatOpenAI -from langchain.prompts import ChatPromptTemplate +from langchain_core.prompts import ChatPromptTemplate from 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Subject: [PATCH 09/45] feat(google-generativeai): Add metrics support (#3506) --- .../google_generativeai/__init__.py | 156 +++++++++-- .../google_generativeai/span_utils.py | 20 +- .../test_client_spans.yaml | 94 +++++++ .../test_generate_metrics.yaml | 90 ++++++ .../tests/conftest.py | 56 +++- .../tests/test_generate_content.py | 256 ++++++++---------- .../tests/test_new_library_instrumentation.py | 84 +++--- 7 files changed, 529 insertions(+), 227 deletions(-) create mode 100644 packages/opentelemetry-instrumentation-google-generativeai/tests/cassettes/test_generate_content/test_client_spans.yaml create mode 100644 packages/opentelemetry-instrumentation-google-generativeai/tests/cassettes/test_generate_content/test_generate_metrics.yaml diff --git a/packages/opentelemetry-instrumentation-google-generativeai/opentelemetry/instrumentation/google_generativeai/__init__.py b/packages/opentelemetry-instrumentation-google-generativeai/opentelemetry/instrumentation/google_generativeai/__init__.py index 25ec21a439..9982d66982 100644 --- a/packages/opentelemetry-instrumentation-google-generativeai/opentelemetry/instrumentation/google_generativeai/__init__.py +++ b/packages/opentelemetry-instrumentation-google-generativeai/opentelemetry/instrumentation/google_generativeai/__init__.py @@ -1,6 +1,8 @@ """OpenTelemetry Google Generative AI API instrumentation""" import logging +import os +import time import types from typing import Collection @@ -32,8 +34,10 @@ SUPPRESS_LANGUAGE_MODEL_INSTRUMENTATION_KEY, LLMRequestTypeValues, SpanAttributes, + Meters ) -from opentelemetry.trace import SpanKind, get_tracer +from opentelemetry.metrics import Meter, get_meter +from opentelemetry.trace import SpanKind, get_tracer, StatusCode from wrapt import wrap_function_wrapper logger = logging.getLogger(__name__) @@ -79,6 +83,7 @@ def _build_from_streaming_response( response: GenerateContentResponse, llm_model, event_logger, + token_histogram, ): complete_response = "" last_chunk = None @@ -93,12 +98,14 @@ def _build_from_streaming_response( emit_choice_events(response, event_logger) else: set_response_attributes(span, complete_response, llm_model) - set_model_response_attributes(span, last_chunk or response, llm_model) + set_model_response_attributes( + span, last_chunk or response, llm_model, token_histogram + ) span.end() async def _abuild_from_streaming_response( - span, response: GenerateContentResponse, llm_model, event_logger + span, response: GenerateContentResponse, llm_model, event_logger, token_histogram ): complete_response = "" last_chunk = None @@ -113,7 +120,9 @@ async def _abuild_from_streaming_response( emit_choice_events(response, event_logger) else: set_response_attributes(span, complete_response, llm_model) - set_model_response_attributes(span, last_chunk if last_chunk else response, llm_model) + set_model_response_attributes( + span, last_chunk if last_chunk else response, llm_model, token_histogram + ) span.end() @@ -128,21 +137,33 @@ def _handle_request(span, args, kwargs, llm_model, event_logger): @dont_throw -def _handle_response(span, response, llm_model, event_logger): +def _handle_response(span, response, llm_model, event_logger, token_histogram): if should_emit_events() and event_logger: emit_choice_events(response, event_logger) else: set_response_attributes(span, response, llm_model) - set_model_response_attributes(span, response, llm_model) + set_model_response_attributes(span, response, llm_model, token_histogram) def _with_tracer_wrapper(func): """Helper for providing tracer for wrapper functions.""" - def _with_tracer(tracer, event_logger, to_wrap): + def _with_tracer( + tracer, event_logger, to_wrap, token_histogram, duration_histogram + ): def wrapper(wrapped, instance, args, kwargs): - return func(tracer, event_logger, to_wrap, wrapped, instance, args, kwargs) + return func( + tracer, + event_logger, + to_wrap, + token_histogram, + duration_histogram, + wrapped, + instance, + args, + kwargs, + ) return wrapper @@ -154,6 +175,8 @@ async def _awrap( tracer, event_logger, to_wrap, + token_histogram, + duration_histogram, wrapped, instance, args, @@ -186,22 +209,38 @@ async def _awrap( SpanAttributes.LLM_REQUEST_TYPE: LLMRequestTypeValues.COMPLETION.value, }, ) - + start_time = time.perf_counter() _handle_request(span, args, kwargs, llm_model, event_logger) - - response = await wrapped(*args, **kwargs) - + try: + response = await wrapped(*args, **kwargs) + except Exception as e: + span.record_exception(e) + span.set_status(StatusCode.ERROR) + span.end() + raise e + + if duration_histogram: + duration = time.perf_counter() - start_time + duration_histogram.record( + duration, + attributes={ + GenAIAttributes.GEN_AI_PROVIDER_NAME: "Google", + GenAIAttributes.GEN_AI_RESPONSE_MODEL: llm_model, + }, + ) if response: if is_streaming_response(response): return _build_from_streaming_response( - span, response, llm_model, event_logger + span, response, llm_model, event_logger, token_histogram ) elif is_async_streaming_response(response): return _abuild_from_streaming_response( - span, response, llm_model, event_logger + span, response, llm_model, event_logger, token_histogram ) else: - _handle_response(span, response, llm_model, event_logger) + _handle_response( + span, response, llm_model, event_logger, token_histogram + ) span.end() return response @@ -212,6 +251,8 @@ def _wrap( tracer, event_logger, to_wrap, + token_histogram, + duration_histogram, wrapped, instance, args, @@ -245,30 +286,72 @@ def _wrap( }, ) + start_time = time.perf_counter() _handle_request(span, args, kwargs, llm_model, event_logger) - - response = wrapped(*args, **kwargs) - + try: + response = wrapped(*args, **kwargs) + except Exception as e: + span.record_exception(e) + span.set_status(StatusCode.ERROR) + span.end() + raise e + + if duration_histogram: + duration = time.perf_counter() - start_time + duration_histogram.record( + duration, + attributes={ + GenAIAttributes.GEN_AI_PROVIDER_NAME: "Google", + GenAIAttributes.GEN_AI_RESPONSE_MODEL: llm_model, + }, + ) if response: if is_streaming_response(response): return _build_from_streaming_response( - span, response, llm_model, event_logger + span, response, llm_model, event_logger, token_histogram ) elif is_async_streaming_response(response): return _abuild_from_streaming_response( - span, response, llm_model, event_logger + span, response, llm_model, event_logger, token_histogram ) else: - _handle_response(span, response, llm_model, event_logger) + _handle_response( + span, response, llm_model, event_logger, token_histogram + ) span.end() return response +def is_metrics_enabled() -> bool: + return (os.getenv("TRACELOOP_METRICS_ENABLED") or "true").lower() == "true" + + +def _create_metrics(meter: Meter): + token_histogram = meter.create_histogram( + name=Meters.LLM_TOKEN_USAGE, + unit="token", + description="Measures number of input and output tokens used", + ) + + duration_histogram = meter.create_histogram( + name=Meters.LLM_OPERATION_DURATION, + unit="s", + description="GenAI operation duration", + ) + + return token_histogram, duration_histogram + + class GoogleGenerativeAiInstrumentor(BaseInstrumentor): """An instrumentor for Google Generative AI's client library.""" - def __init__(self, exception_logger=None, use_legacy_attributes=True, upload_base64_image=None): + def __init__( + self, + exception_logger=None, + use_legacy_attributes=True, + upload_base64_image=None, + ): super().__init__() Config.exception_logger = exception_logger Config.use_legacy_attributes = use_legacy_attributes @@ -285,6 +368,15 @@ def _instrument(self, **kwargs): tracer_provider = kwargs.get("tracer_provider") tracer = get_tracer(__name__, __version__, tracer_provider) + meter_provider = kwargs.get("meter_provider") + meter = get_meter(__name__, __version__, meter_provider) + + token_histogram = None + duration_histogram = None + + if is_metrics_enabled(): + token_histogram, duration_histogram = _create_metrics(meter) + event_logger = None if not Config.use_legacy_attributes: logger_provider = kwargs.get("logger_provider") @@ -297,14 +389,24 @@ def _instrument(self, **kwargs): wrap_object = wrapped_method.get("object") wrap_method = wrapped_method.get("method") + wrapper_args = ( + tracer, + event_logger, + wrapped_method, + token_histogram, + duration_histogram, + ) + + wrapper = ( + _awrap(*wrapper_args) + if wrap_object == "AsyncModels" + else _wrap(*wrapper_args) + ) + wrap_function_wrapper( wrap_package, f"{wrap_object}.{wrap_method}", - ( - _awrap(tracer, event_logger, wrapped_method) - if wrap_object == "AsyncModels" - else _wrap(tracer, event_logger, wrapped_method) - ), + wrapper, ) def _uninstrument(self, **kwargs): diff --git a/packages/opentelemetry-instrumentation-google-generativeai/opentelemetry/instrumentation/google_generativeai/span_utils.py b/packages/opentelemetry-instrumentation-google-generativeai/opentelemetry/instrumentation/google_generativeai/span_utils.py index 384f339982..0c92bc6840 100644 --- a/packages/opentelemetry-instrumentation-google-generativeai/opentelemetry/instrumentation/google_generativeai/span_utils.py +++ b/packages/opentelemetry-instrumentation-google-generativeai/opentelemetry/instrumentation/google_generativeai/span_utils.py @@ -446,7 +446,7 @@ def set_response_attributes(span, response, llm_model): ) -def set_model_response_attributes(span, response, llm_model): +def set_model_response_attributes(span, response, llm_model, token_histogram): if not span.is_recording(): return @@ -469,4 +469,22 @@ def set_model_response_attributes(span, response, llm_model): response.usage_metadata.prompt_token_count, ) + if token_histogram and hasattr(response, "usage_metadata"): + token_histogram.record( + response.usage_metadata.prompt_token_count, + attributes={ + GenAIAttributes.GEN_AI_PROVIDER_NAME: "Google", + GenAIAttributes.GEN_AI_TOKEN_TYPE: "input", + GenAIAttributes.GEN_AI_RESPONSE_MODEL: llm_model, + } + ) + token_histogram.record( + response.usage_metadata.candidates_token_count, + attributes={ + GenAIAttributes.GEN_AI_PROVIDER_NAME: "Google", + GenAIAttributes.GEN_AI_TOKEN_TYPE: "output", + GenAIAttributes.GEN_AI_RESPONSE_MODEL: llm_model, + }, + ) + span.set_status(Status(StatusCode.OK)) diff --git a/packages/opentelemetry-instrumentation-google-generativeai/tests/cassettes/test_generate_content/test_client_spans.yaml b/packages/opentelemetry-instrumentation-google-generativeai/tests/cassettes/test_generate_content/test_client_spans.yaml new file mode 100644 index 0000000000..d81c024a33 --- /dev/null +++ b/packages/opentelemetry-instrumentation-google-generativeai/tests/cassettes/test_generate_content/test_client_spans.yaml @@ -0,0 +1,94 @@ +interactions: +- request: + body: '{"contents": [{"parts": [{"text": "What is ai?"}], "role": "user"}]}' + headers: + Accept: + - 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nosniff + X-Frame-Options: + - SAMEORIGIN + X-XSS-Protection: + - '0' + status: + code: 200 + message: OK +version: 1 diff --git a/packages/opentelemetry-instrumentation-google-generativeai/tests/cassettes/test_generate_content/test_generate_metrics.yaml b/packages/opentelemetry-instrumentation-google-generativeai/tests/cassettes/test_generate_content/test_generate_metrics.yaml new file mode 100644 index 0000000000..c26b762b88 --- /dev/null +++ b/packages/opentelemetry-instrumentation-google-generativeai/tests/cassettes/test_generate_content/test_generate_metrics.yaml @@ -0,0 +1,90 @@ +interactions: +- request: + body: '{"contents": [{"parts": [{"text": "What is ai?"}], "role": "user"}]}' + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate, zstd + Connection: + - keep-alive + Content-Length: + - '68' + Content-Type: + - application/json + Host: + - generativelanguage.googleapis.com + user-agent: + - google-genai-sdk/1.52.0 gl-python/3.11.11 + x-goog-api-client: + - google-genai-sdk/1.52.0 gl-python/3.11.11 + x-goog-api-key: + - DUMMY_GOOGLE_API_KEY + method: POST + uri: https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-flash:generateContent + response: + body: + string: !!binary | + H4sIAAAAAAAC/31XTXPbNhC9+1dgdKmtkdU4Tdo0N9fOh6ZJmsZ20mndA0SuRIxBgAFAyUom/71v + F6RMOp52ph4FBBa7b9/bXXw9UGpSaFeaUieKk+fqH6wo9VX+8jfvErmED/0SFhsd0t3e/N/XwW9s + SXTLhyanCxUT7Ee18kFNp6chmZUpjLZqAcvWmjW5gqbT+bW7dqdJmRRV4QPNFI6aqLRaGbKl8iss + 102bKKhYGD6kSipNAb9LlbxatsaWxq1VrYvKOIoqVTopBKcaCri9VknHm2457RoctXanAn1uTSBV + tTW2moFT4tJ0+poC/cCOLAPpm9JvHTuzFSv8pybt4vPplHefzBWCfGtqU9ywL6/F6DBSbOTItKkj + e01OLy3tQ5O10sMwTkdlzQ09v3aM6JT/n74hHZyYKLLXxnFkOhnvFGBWobWUsW4jO5Cq0Z750NgH + 0tGLtatI3UlcjyiLSummCf7W4BgpWCtpZZxJ7KkrLGx7F0fG3gePQOrj6O1GglyU4I1Z7cQFjs87 + LETGTqsm7xaXS9oY3K9BlIDb1jt2QsyADOM7KBRksvkrVwIuppYY4byFJlBSkVz0YYcVIKoOGUKF + MNYUZ7DagoozXNAW1dHI9sDeG+3WLQ7wNQiroBjlDuSP2MOOKrbbNjLzVuO6cyqMIMQWzirvER6j + 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ma=2592000,h3-29=":443"; ma=2592000 + Content-Encoding: + - gzip + Content-Type: + - application/json; charset=UTF-8 + Date: + - Tue, 09 Dec 2025 12:45:58 GMT + Server: + - scaffolding on HTTPServer2 + Server-Timing: + - gfet4t7; dur=11375 + Transfer-Encoding: + - chunked + Vary: + - Origin + - X-Origin + - Referer + X-Content-Type-Options: + - nosniff + X-Frame-Options: + - SAMEORIGIN + X-XSS-Protection: + - '0' + status: + code: 200 + message: OK +version: 1 diff --git a/packages/opentelemetry-instrumentation-google-generativeai/tests/conftest.py b/packages/opentelemetry-instrumentation-google-generativeai/tests/conftest.py index 865e331471..7917844866 100644 --- a/packages/opentelemetry-instrumentation-google-generativeai/tests/conftest.py +++ b/packages/opentelemetry-instrumentation-google-generativeai/tests/conftest.py @@ -10,28 +10,47 @@ from opentelemetry.instrumentation.google_generativeai.utils import ( TRACELOOP_TRACE_CONTENT, ) +from opentelemetry.sdk.resources import Resource from opentelemetry.sdk._logs import LoggerProvider from opentelemetry.sdk._logs.export import ( InMemoryLogExporter, SimpleLogRecordProcessor, ) from opentelemetry.sdk.trace import TracerProvider -from opentelemetry.sdk.trace.export import SimpleSpanProcessor -from opentelemetry.sdk.trace.export.in_memory_span_exporter import InMemorySpanExporter +from opentelemetry.trace import set_tracer_provider +from opentelemetry.sdk.trace.export import ( + SimpleSpanProcessor, +) +from opentelemetry.sdk.trace.export.in_memory_span_exporter import ( + InMemorySpanExporter, +) + +from opentelemetry import metrics +from opentelemetry.sdk.metrics import MeterProvider +from opentelemetry.sdk.metrics.export import InMemoryMetricReader + pytest_plugins = [] -@pytest.fixture(scope="function", name="span_exporter") -def fixture_span_exporter(): +@pytest.fixture(scope="session") +def exporter(metrics_test_context): exporter = InMemorySpanExporter() - yield exporter + processor = SimpleSpanProcessor(exporter) + + provider = TracerProvider() + provider.add_span_processor(processor) + set_tracer_provider(provider) + meter_provider, _ = metrics_test_context + GoogleGenerativeAiInstrumentor().instrument(meter_provider=meter_provider) -@pytest.fixture(scope="function", name="tracer_provider") -def fixture_tracer_provider(span_exporter): + return exporter + + +@pytest.fixture(scope="function") +def tracer_provider(): provider = TracerProvider() - provider.add_span_processor(SimpleSpanProcessor(span_exporter)) return provider @@ -51,7 +70,7 @@ def fixture_logger_provider(log_exporter): @pytest.fixture def genai_client(): client = genai.Client(api_key=os.environ["GOOGLE_API_KEY"]) - return client.models + return client @pytest.fixture(scope="function") @@ -66,6 +85,23 @@ def instrument_legacy(tracer_provider): instrumentor.uninstrument() +@pytest.fixture(scope="session") +def metrics_test_context(): + resource = Resource.create() + reader = InMemoryMetricReader() + provider = MeterProvider(metric_readers=[reader], resource=resource) + metrics.set_meter_provider(provider) + return provider, reader + + +@pytest.fixture(scope="session", autouse=True) +def clear_metrics_test_context(metrics_test_context): + yield + provider, reader = metrics_test_context + reader.shutdown() + provider.shutdown() + + @pytest.fixture(scope="function") def instrument_with_content(tracer_provider, logger_provider): os.environ.update({TRACELOOP_TRACE_CONTENT: "True"}) @@ -100,7 +136,7 @@ def instrument_with_no_content(tracer_provider, logger_provider): @pytest.fixture(scope="module") def vcr_config(): - return {"filter_headers": ["authorization"]} + return {"filter_headers": ["authorization", "x-goog-api-key"]} @pytest.fixture(autouse=True) diff --git a/packages/opentelemetry-instrumentation-google-generativeai/tests/test_generate_content.py b/packages/opentelemetry-instrumentation-google-generativeai/tests/test_generate_content.py index 9f6ac235b0..f78e7fd2d4 100644 --- a/packages/opentelemetry-instrumentation-google-generativeai/tests/test_generate_content.py +++ b/packages/opentelemetry-instrumentation-google-generativeai/tests/test_generate_content.py @@ -1,154 +1,14 @@ + +import pytest +from opentelemetry.trace import StatusCode, SpanKind +from opentelemetry.semconv_ai import ( + SpanAttributes, + Meters +) from opentelemetry.sdk._logs import ReadableLogRecord from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) -from opentelemetry.semconv_ai import SpanAttributes # noqa: F401 - - -def test_gemini_generate_content_legacy( - instrument_legacy, span_exporter, log_exporter, genai_client -): - # This test is working, but since Gemini uses gRPC, - # vcr does not record it, therefore we cannot test this without - # setting the API key in a shared secret store like GitHub secrets - pass - - # genai_client.generate_content( - # "The opposite of hot is", - # ) - # spans = span_exporter.get_finished_spans() - # assert all(span.name == "gemini.generate_content" for span in spans) - - # gemini_span = spans[0] - # assert ( - # gemini_span.attributes[f"{GenAIAttributes.GEN_AI_PROMPT}.0.content"] - # == "The opposite of hot is\n" - # ) - # assert gemini_span.attributes[f"{GenAIAttributes.GEN_AI_PROMPT}.0.role"] == "user" - # assert ( - # gemini_span.attributes.get(f"{GenAIAttributes.GEN_AI_COMPLETION}.0.content") - # == "cold\n" - # ) - # assert ( - # gemini_span.attributes.get(f"{GenAIAttributes.GEN_AI_COMPLETION}.0.role") - # == "assistant" - # ) - - # assert gemini_span.attributes[GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS] == 5 - # assert ( - # gemini_span.attributes[GenAIAttributes.GEN_AI_USAGE_OUTPUT_TOKENS] - # + gemini_span.attributes[GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS] - # == gemini_span.attributes[SpanAttributes.LLM_USAGE_TOTAL_TOKENS] - # ) - - # assert ( - # gemini_span.attributes[GenAIAttributes.GEN_AI_REQUEST_MODEL] - # == "models/gemini-1.5-flash" - # ) - # assert ( - # gemini_span.attributes[GenAIAttributes.GEN_AI_RESPONSE_MODEL] - # == "models/gemini-1.5-flash" - # ) - - # logs = log_exporter.get_finished_logs() - # assert ( - # len(logs) == 0 - # ), "Assert that it doesn't emit logs when use_legacy_attributes is True" - - -def test_gemini_generate_content_with_events_with_content( - instrument_with_content, span_exporter, log_exporter, genai_client -): - # This test is working, but since Gemini uses gRPC, - # vcr does not record it, therefore we cannot test this without - # setting the API key in a shared secret store like GitHub secrets - pass - - # genai_client.generate_content( - # "The opposite of hot is", - # ) - # spans = span_exporter.get_finished_spans() - # assert all(span.name == "gemini.generate_content" for span in spans) - - # gemini_span = spans[0] - - # assert gemini_span.attributes[GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS] == 5 - # assert ( - # gemini_span.attributes[GenAIAttributes.GEN_AI_USAGE_OUTPUT_TOKENS] - # + gemini_span.attributes[GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS] - # == gemini_span.attributes[SpanAttributes.LLM_USAGE_TOTAL_TOKENS] - # ) - - # assert ( - # gemini_span.attributes[GenAIAttributes.GEN_AI_REQUEST_MODEL] - # == "models/gemini-1.5-flash" - # ) - # assert ( - # gemini_span.attributes[GenAIAttributes.GEN_AI_RESPONSE_MODEL] - # == "models/gemini-1.5-flash" - # ) - - # logs = log_exporter.get_finished_logs() - # assert len(logs) == 2 - - # # Validate user message Event - # user_message = {"content": "The opposite of hot is"} - # assert_message_in_logs(logs[0], "gen_ai.user.message", user_message) - - # # Validate the AI response - # ai_response = { - # "index": 0, - # "finish_reason": "STOP", - # "message": {"content": [{"text": "cold\n"}], "role": "model"}, - # } - # assert_message_in_logs(logs[1], "gen_ai.choice", ai_response) - - -def test_gemini_generate_content_with_events_with_no_content( - instrument_with_no_content, span_exporter, log_exporter, genai_client -): - # This test is working, but since Gemini uses gRPC, - # vcr does not record it, therefore we cannot test this without - # setting the API key in a shared secret store like GitHub secrets - pass - - # genai_client.generate_content( - # "The opposite of hot is", - # ) - # spans = span_exporter.get_finished_spans() - # assert all(span.name == "gemini.generate_content" for span in spans) - - # gemini_span = spans[0] - - # assert gemini_span.attributes[GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS] == 5 - # assert ( - # gemini_span.attributes[GenAIAttributes.GEN_AI_USAGE_OUTPUT_TOKENS] - # + gemini_span.attributes[GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS] - # == gemini_span.attributes[SpanAttributes.LLM_USAGE_TOTAL_TOKENS] - # ) - - # assert ( - # gemini_span.attributes[GenAIAttributes.GEN_AI_REQUEST_MODEL] - # == "models/gemini-1.5-flash" - # ) - # assert ( - # gemini_span.attributes[GenAIAttributes.GEN_AI_RESPONSE_MODEL] - # == "models/gemini-1.5-flash" - # ) - - # logs = log_exporter.get_finished_logs() - # assert len(logs) == 2 - - # # Validate user message Event - # assert_message_in_logs(logs[0], "gen_ai.user.message", {}) - - # # Validate the AI response - # ai_response = { - # "index": 0, - # "finish_reason": "STOP", - # "message": {}, - # } - # assert_message_in_logs(logs[1], "gen_ai.choice", ai_response) def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_content: dict): @@ -160,3 +20,105 @@ def assert_message_in_logs(log: ReadableLogRecord, event_name: str, expected_con else: assert log.log_record.body assert dict(log.log_record.body) == expected_content + + +@pytest.mark.vcr +def test_client_spans(exporter, genai_client): + genai_client.chats.create(model="gemini-2.5-flash").send_message("What is ai?") + spans = exporter.get_finished_spans() + + assert len(spans) > 0, "No spans were recorded" + + span = next( + (s for s in spans if s.name == "gemini.generate_content"), + None, + ) + assert span is not None, "gemini.generate_content span not found" + + assert span.kind == SpanKind.CLIENT + assert span.status.status_code == StatusCode.OK + + attrs = span.attributes + + assert attrs[GenAIAttributes.GEN_AI_SYSTEM] == "Google" + assert attrs[SpanAttributes.LLM_REQUEST_TYPE] == "completion" + assert attrs[GenAIAttributes.GEN_AI_REQUEST_MODEL] == "gemini-2.5-flash" + assert attrs[GenAIAttributes.GEN_AI_RESPONSE_MODEL] == "gemini-2.5-flash" + + assert "gen_ai.prompt.0.content" in attrs + assert attrs["gen_ai.prompt.0.role"] == "user" + + assert "gen_ai.completion.0.content" in attrs + assert attrs["gen_ai.completion.0.role"] == "assistant" + + assert attrs[SpanAttributes.LLM_USAGE_TOTAL_TOKENS] > 0 + assert attrs[GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS] > 0 + assert attrs[GenAIAttributes.GEN_AI_USAGE_OUTPUT_TOKENS] > 0 + + +@pytest.mark.vcr +def test_generate_metrics(metrics_test_context, genai_client): + _, reader = metrics_test_context + + # ---- Trigger a generic GenAI request ---- + genai_client.chats.create(model="gemini-2.5-flash").send_message("What is ai?") + + metrics_data = reader.get_metrics_data() + resource_metrics = metrics_data.resource_metrics + + # ---- ResourceMetrics ---- + assert resource_metrics, "No ResourceMetrics emitted" + + rm = resource_metrics[0] + assert rm.scope_metrics, "No ScopeMetrics found" + + scope_metrics = rm.scope_metrics[0] + + # ---- Instrumentation scope (generic check) ---- + scope = scope_metrics.scope + assert scope.name, "Instrumentation scope name is missing" + + metrics = {m.name: m for m in scope_metrics.metrics} + + # ---- Required metrics (semantic conventions) ---- + required_metrics = { + Meters.LLM_OPERATION_DURATION, + Meters.LLM_TOKEN_USAGE, + } + assert required_metrics.issubset(metrics.keys()) + + duration_metric = metrics[Meters.LLM_OPERATION_DURATION] + + assert duration_metric.unit is not None + assert duration_metric.data.data_points + + duration_dp = duration_metric.data.data_points[0] + + # Minimal semantic validation + assert duration_dp.count >= 1 + assert duration_dp.sum >= 0 + + # Required attributes (values are intentionally not hard-coded) + assert GenAIAttributes.GEN_AI_PROVIDER_NAME in duration_dp.attributes + assert GenAIAttributes.GEN_AI_RESPONSE_MODEL in duration_dp.attributes + + token_metric = metrics[Meters.LLM_TOKEN_USAGE] + + assert token_metric.unit == "token" + assert token_metric.data.data_points + + token_points_by_type = { + dp.attributes.get(GenAIAttributes.GEN_AI_TOKEN_TYPE): dp + for dp in token_metric.data.data_points + } + + # Both input & output tokens must exist + assert {"input", "output"}.issubset(token_points_by_type.keys()) + + for token_type, dp in token_points_by_type.items(): + assert dp.count >= 1 + assert dp.sum >= 0 + + # Required semantic attributes + assert GenAIAttributes.GEN_AI_PROVIDER_NAME in dp.attributes + assert GenAIAttributes.GEN_AI_RESPONSE_MODEL in dp.attributes diff --git a/packages/opentelemetry-instrumentation-google-generativeai/tests/test_new_library_instrumentation.py b/packages/opentelemetry-instrumentation-google-generativeai/tests/test_new_library_instrumentation.py index fef96d2154..a227c59d6b 100644 --- a/packages/opentelemetry-instrumentation-google-generativeai/tests/test_new_library_instrumentation.py +++ b/packages/opentelemetry-instrumentation-google-generativeai/tests/test_new_library_instrumentation.py @@ -1,54 +1,54 @@ """Test that the google-genai library instrumentation works.""" - +import wrapt from opentelemetry.instrumentation.google_generativeai import ( GoogleGenerativeAiInstrumentor, ) +from google.genai.models import Models, AsyncModels + + +def _is_instrumented(func): + """ + OpenTelemetry instrumentations wrap functions using wrapt. + Presence of __wrapped__ or a wrapt wrapper means instrumented. + """ + return hasattr(func, "__wrapped__") or isinstance( + func, + (wrapt.FunctionWrapper, wrapt.BoundFunctionWrapper), + ) -def test_library_instrumentation(): - """Test that the google-genai library gets properly instrumented.""" - # Import the library - from google import genai - from google.genai.models import AsyncModels, Models +def test_google_genai_instrumentation_lifecycle(): + """Validate instrumentation, idempotency, and cleanup.""" - # Set up instrumentor instrumentor = GoogleGenerativeAiInstrumentor() - # Verify methods are not wrapped initially - assert not hasattr(Models.generate_content, '__wrapped__') - assert not hasattr(Models.generate_content_stream, '__wrapped__') - assert not hasattr(AsyncModels.generate_content, '__wrapped__') - assert not hasattr(AsyncModels.generate_content_stream, '__wrapped__') - - try: - instrumentor.instrument() - - # Verify all methods are now wrapped - assert hasattr(Models.generate_content, '__wrapped__') - assert hasattr(Models.generate_content_stream, '__wrapped__') - assert hasattr(AsyncModels.generate_content, '__wrapped__') - assert hasattr(AsyncModels.generate_content_stream, '__wrapped__') - - # Verify they're callable - assert callable(Models.generate_content) - assert callable(Models.generate_content_stream) - assert callable(AsyncModels.generate_content) - assert callable(AsyncModels.generate_content_stream) - - # Test that we can create a client - client = genai.Client(api_key="test_key") - assert client is not None - assert hasattr(client, 'models') - assert isinstance(client.models, Models) - - finally: - instrumentor.uninstrument() - - # Verify methods are unwrapped - assert not hasattr(Models.generate_content, '__wrapped__') - assert not hasattr(Models.generate_content_stream, '__wrapped__') - assert not hasattr(AsyncModels.generate_content, '__wrapped__') - assert not hasattr(AsyncModels.generate_content_stream, '__wrapped__') + # --- ensure clean state --- + instrumentor.uninstrument() + + assert not _is_instrumented(Models.generate_content) + assert not _is_instrumented(Models.generate_content_stream) + assert not _is_instrumented(AsyncModels.generate_content) + assert not _is_instrumented(AsyncModels.generate_content_stream) + + # --- instrument --- + instrumentor.instrument() + + assert _is_instrumented(Models.generate_content) + assert _is_instrumented(Models.generate_content_stream) + assert _is_instrumented(AsyncModels.generate_content) + assert _is_instrumented(AsyncModels.generate_content_stream) + + # --- instrumentation is idempotent --- + instrumentor.instrument() + assert _is_instrumented(Models.generate_content) + + # --- uninstrument --- + instrumentor.uninstrument() + + assert not _is_instrumented(Models.generate_content) + assert not _is_instrumented(Models.generate_content_stream) + assert not _is_instrumented(AsyncModels.generate_content) + assert not _is_instrumented(AsyncModels.generate_content_stream) def test_instrumentation_dependencies(): From 73913ea3f806c8797953d51ecc72089bf9dfd4e2 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Tue, 20 Jan 2026 11:40:07 +0000 Subject: [PATCH 10/45] =?UTF-8?q?bump:=20version=200.50.1=20=E2=86=92=200.?= =?UTF-8?q?51.0?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .cz.toml | 2 +- CHANGELOG.md | 15 +++++++++++++++ .../opentelemetry/instrumentation/agno/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/alephalpha/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/anthropic/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/bedrock/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/chromadb/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/cohere/version.py | 2 +- .../pyproject.toml | 2 +- .../pyproject.toml | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/groq/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/haystack/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/lancedb/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/langchain/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/llamaindex/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/marqo/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/mcp/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/milvus/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/mistralai/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/ollama/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/openai_agents/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/openai/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/pinecone/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/qdrant/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/replicate/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/sagemaker/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/together/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/transformers/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/vertexai/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/watsonx/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/weaviate/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/writer/version.py | 2 +- .../pyproject.toml | 2 +- packages/traceloop-sdk/pyproject.toml | 2 +- packages/traceloop-sdk/traceloop/sdk/version.py | 2 +- 62 files changed, 76 insertions(+), 61 deletions(-) diff --git a/.cz.toml b/.cz.toml index c790dd5e21..99c54f0ffe 100644 --- a/.cz.toml +++ b/.cz.toml @@ -4,7 +4,7 @@ tag_format = "v$version" version_scheme = "pep440" major_version_zero = true update_changelog_on_bump = true -version = "0.50.1" +version = "0.51.0" version_files = [ "packages/opentelemetry-instrumentation-mcp/pyproject.toml:^version", "packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py", diff --git a/CHANGELOG.md b/CHANGELOG.md index 9fc74f25cc..8666741c61 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,18 @@ +## v0.51.0 (2026-01-20) + +### Feat + +- **google-generativeai**: Add metrics support (#3506) + +### Fix + +- **traceloop-sdk**: Add csv and json support to experiment (#3537) +- **evals**: evals API supports input + config, generate mbt functions (#3534) +- **langchain**: correct unknown role in completion spans (#3532) +- **evals**: auto generate evals (#3529) +- **tracing**: Add association property (#3524) +- **openai-agents**: optional import of optional deps (#3488) + ## v0.50.1 (2025-12-16) ### Fix diff --git a/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py b/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py +++ b/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-agno/pyproject.toml b/packages/opentelemetry-instrumentation-agno/pyproject.toml index 134468f376..6fad1b06ea 100644 --- a/packages/opentelemetry-instrumentation-agno/pyproject.toml +++ b/packages/opentelemetry-instrumentation-agno/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-agno" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry Agno instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py b/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py +++ b/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml b/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml index 01b2e1b67b..59cbe1e227 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml +++ b/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-alephalpha" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry Aleph Alpha instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py b/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py +++ b/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-anthropic/pyproject.toml b/packages/opentelemetry-instrumentation-anthropic/pyproject.toml index 8c60172a94..bad6d516a5 100644 --- a/packages/opentelemetry-instrumentation-anthropic/pyproject.toml +++ b/packages/opentelemetry-instrumentation-anthropic/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-anthropic" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry Anthropic instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py b/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py +++ b/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-bedrock/pyproject.toml b/packages/opentelemetry-instrumentation-bedrock/pyproject.toml index 8f716d5aa5..431e05f9f3 100644 --- a/packages/opentelemetry-instrumentation-bedrock/pyproject.toml +++ b/packages/opentelemetry-instrumentation-bedrock/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-bedrock" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry Bedrock instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py b/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py +++ b/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-chromadb/pyproject.toml b/packages/opentelemetry-instrumentation-chromadb/pyproject.toml index 4d5411d3e3..a8ee6e9fe4 100644 --- a/packages/opentelemetry-instrumentation-chromadb/pyproject.toml +++ b/packages/opentelemetry-instrumentation-chromadb/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-chromadb" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry Chroma DB instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py b/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py +++ b/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-cohere/pyproject.toml b/packages/opentelemetry-instrumentation-cohere/pyproject.toml index 7406822e76..a9609a34e4 100644 --- a/packages/opentelemetry-instrumentation-cohere/pyproject.toml +++ b/packages/opentelemetry-instrumentation-cohere/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-cohere" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry Cohere instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-crewai/pyproject.toml b/packages/opentelemetry-instrumentation-crewai/pyproject.toml index b5122b4c2c..ebd9483c85 100644 --- a/packages/opentelemetry-instrumentation-crewai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-crewai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-crewai" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry crewAI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml b/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml index e36cbd70fb..288699b43d 100644 --- a/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-google-generativeai" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry Google Generative AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py b/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py +++ b/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-groq/pyproject.toml b/packages/opentelemetry-instrumentation-groq/pyproject.toml index bdd118d57c..3a19732c78 100644 --- a/packages/opentelemetry-instrumentation-groq/pyproject.toml +++ b/packages/opentelemetry-instrumentation-groq/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-groq" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry Groq instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py b/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py +++ b/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-haystack/pyproject.toml b/packages/opentelemetry-instrumentation-haystack/pyproject.toml index f0723be88d..cda3d4300a 100644 --- a/packages/opentelemetry-instrumentation-haystack/pyproject.toml +++ b/packages/opentelemetry-instrumentation-haystack/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-haystack" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry Haystack instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py b/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py +++ b/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-lancedb/pyproject.toml b/packages/opentelemetry-instrumentation-lancedb/pyproject.toml index 0f0d3aabdc..da6efff09b 100644 --- a/packages/opentelemetry-instrumentation-lancedb/pyproject.toml +++ b/packages/opentelemetry-instrumentation-lancedb/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-lancedb" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry Lancedb instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py b/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py +++ b/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-langchain/pyproject.toml b/packages/opentelemetry-instrumentation-langchain/pyproject.toml index a5b3dc18b9..67922f1e8c 100644 --- a/packages/opentelemetry-instrumentation-langchain/pyproject.toml +++ b/packages/opentelemetry-instrumentation-langchain/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-langchain" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry Langchain instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py b/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py +++ b/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml b/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml index 7997e2256c..c399493594 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml +++ b/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-llamaindex" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry LlamaIndex instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py b/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py +++ b/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-marqo/pyproject.toml b/packages/opentelemetry-instrumentation-marqo/pyproject.toml index c77723e1ea..968d7d0206 100644 --- a/packages/opentelemetry-instrumentation-marqo/pyproject.toml +++ b/packages/opentelemetry-instrumentation-marqo/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-marqo" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry Marqo instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py b/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py +++ b/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-mcp/pyproject.toml b/packages/opentelemetry-instrumentation-mcp/pyproject.toml index 621dd60fbc..0a37158471 100644 --- a/packages/opentelemetry-instrumentation-mcp/pyproject.toml +++ b/packages/opentelemetry-instrumentation-mcp/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-mcp" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry mcp instrumentation" authors = [ { name = "Felix George", email = "felix.george@ibm.com" }, diff --git a/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py b/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py +++ b/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-milvus/pyproject.toml b/packages/opentelemetry-instrumentation-milvus/pyproject.toml index 5549caccfb..23179352a1 100644 --- a/packages/opentelemetry-instrumentation-milvus/pyproject.toml +++ b/packages/opentelemetry-instrumentation-milvus/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-milvus" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry Milvus instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py b/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py +++ b/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-mistralai/pyproject.toml b/packages/opentelemetry-instrumentation-mistralai/pyproject.toml index 780fdbe377..bee18b5385 100644 --- a/packages/opentelemetry-instrumentation-mistralai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-mistralai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-mistralai" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry Mistral AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py b/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py +++ b/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-ollama/pyproject.toml b/packages/opentelemetry-instrumentation-ollama/pyproject.toml index 746d187173..3c845544eb 100644 --- a/packages/opentelemetry-instrumentation-ollama/pyproject.toml +++ b/packages/opentelemetry-instrumentation-ollama/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-ollama" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry Ollama instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py +++ b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml b/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml index 13a24ef7a0..76caaae9d3 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml +++ b/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-openai-agents" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry OpenAI Agents instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py b/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py +++ b/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-openai/pyproject.toml b/packages/opentelemetry-instrumentation-openai/pyproject.toml index 8318b4c4dd..eb2ca9b5db 100644 --- a/packages/opentelemetry-instrumentation-openai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-openai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-openai" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry OpenAI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py b/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py +++ b/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-pinecone/pyproject.toml b/packages/opentelemetry-instrumentation-pinecone/pyproject.toml index 83635790f3..ef2dc55956 100644 --- a/packages/opentelemetry-instrumentation-pinecone/pyproject.toml +++ b/packages/opentelemetry-instrumentation-pinecone/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-pinecone" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry Pinecone instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py b/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py +++ b/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-qdrant/pyproject.toml b/packages/opentelemetry-instrumentation-qdrant/pyproject.toml index 9c8917ed07..c1852b4efe 100644 --- a/packages/opentelemetry-instrumentation-qdrant/pyproject.toml +++ b/packages/opentelemetry-instrumentation-qdrant/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-qdrant" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry Qdrant instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py b/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py +++ b/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-replicate/pyproject.toml b/packages/opentelemetry-instrumentation-replicate/pyproject.toml index 0aacb333a5..ffdc2af7c0 100644 --- a/packages/opentelemetry-instrumentation-replicate/pyproject.toml +++ b/packages/opentelemetry-instrumentation-replicate/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-replicate" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry Replicate instrumentation" authors = [ { name = "Kartik Prajapati", email = "kartik@ktklab.org" }, diff --git a/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py b/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py +++ b/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml b/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml index e167e584bb..0d0358907e 100644 --- a/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml +++ b/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-sagemaker" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry SageMaker instrumentation" authors = [ { name = "Bobby Lindsey", email = "bwlind@amazon.com" }, diff --git a/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py b/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py +++ b/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-together/pyproject.toml b/packages/opentelemetry-instrumentation-together/pyproject.toml index 5b2fbb9a9c..1eecb12acf 100644 --- a/packages/opentelemetry-instrumentation-together/pyproject.toml +++ b/packages/opentelemetry-instrumentation-together/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-together" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry Together AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py b/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py +++ b/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-transformers/pyproject.toml b/packages/opentelemetry-instrumentation-transformers/pyproject.toml index bbdfb48192..853710cfac 100644 --- a/packages/opentelemetry-instrumentation-transformers/pyproject.toml +++ b/packages/opentelemetry-instrumentation-transformers/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-transformers" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry transformers instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py b/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py +++ b/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-vertexai/pyproject.toml b/packages/opentelemetry-instrumentation-vertexai/pyproject.toml index 88fb9aeea1..ed236f9906 100644 --- a/packages/opentelemetry-instrumentation-vertexai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-vertexai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-vertexai" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry Vertex AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py b/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py +++ b/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-watsonx/pyproject.toml b/packages/opentelemetry-instrumentation-watsonx/pyproject.toml index 44fd6cec73..dda6c6be19 100644 --- a/packages/opentelemetry-instrumentation-watsonx/pyproject.toml +++ b/packages/opentelemetry-instrumentation-watsonx/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-watsonx" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry IBM Watsonx Instrumentation" authors = [ { name = "Guangya Liu", email = "gyliu@ibm.com" }, diff --git a/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py b/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py +++ b/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-weaviate/pyproject.toml b/packages/opentelemetry-instrumentation-weaviate/pyproject.toml index c5e685feca..0150f83dd2 100644 --- a/packages/opentelemetry-instrumentation-weaviate/pyproject.toml +++ b/packages/opentelemetry-instrumentation-weaviate/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-weaviate" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry Weaviate instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py b/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py index 834178665d..d942e9e708 100644 --- a/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py +++ b/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" diff --git a/packages/opentelemetry-instrumentation-writer/pyproject.toml b/packages/opentelemetry-instrumentation-writer/pyproject.toml index 477b69373d..21db33848d 100644 --- a/packages/opentelemetry-instrumentation-writer/pyproject.toml +++ b/packages/opentelemetry-instrumentation-writer/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-writer" -version = "0.50.1" +version = "0.51.0" description = "OpenTelemetry Writer instrumentation" authors = [ { name = "Yan Tolstoy", email = "yan.talstoi@writer.com" }, diff --git a/packages/traceloop-sdk/pyproject.toml b/packages/traceloop-sdk/pyproject.toml index 2360a502b2..53e1c4ddb3 100644 --- a/packages/traceloop-sdk/pyproject.toml +++ b/packages/traceloop-sdk/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "traceloop-sdk" -version = "0.50.1" +version = "0.51.0" description = "Traceloop Software Development Kit (SDK) for Python" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/traceloop-sdk/traceloop/sdk/version.py b/packages/traceloop-sdk/traceloop/sdk/version.py index 834178665d..d942e9e708 100644 --- a/packages/traceloop-sdk/traceloop/sdk/version.py +++ b/packages/traceloop-sdk/traceloop/sdk/version.py @@ -1 +1 @@ -__version__ = "0.50.1" +__version__ = "0.51.0" From 92a438391eb0b1e8cba9da5c791b089bd18042b3 Mon Sep 17 00:00:00 2001 From: Gal Kleinman <33281963+galkleinman@users.noreply.github.com> Date: Mon, 26 Jan 2026 18:26:49 +0200 Subject: [PATCH 11/45] fix(openai-agents): add support for realtime (#3533) --- .../instrumentation/openai_agents/__init__.py | 15 +- .../instrumentation/openai_agents/_hooks.py | 922 ++++++++++-------- .../openai_agents/_realtime_wrappers.py | 688 +++++++++++++ .../instrumentation/openai_agents/utils.py | 4 + .../pyproject.toml | 2 +- .../tests/conftest.py | 34 +- .../tests/test_complete_handoff_with_tools.py | 9 +- .../tests/test_openai_agents.py | 103 +- .../tests/test_realtime.py | 419 ++++++++ .../tests/test_realtime_session.py | 477 +++++++++ .../tests/test_recipe_agents_hierarchy.py | 39 +- .../uv.lock | 16 +- .../openai_agents_realtime_example.py | 705 +++++++++++++ 13 files changed, 2908 insertions(+), 525 deletions(-) create mode 100644 packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/_realtime_wrappers.py create mode 100644 packages/opentelemetry-instrumentation-openai-agents/tests/test_realtime.py create mode 100644 packages/opentelemetry-instrumentation-openai-agents/tests/test_realtime_session.py create mode 100644 packages/sample-app/sample_app/openai_agents_realtime_example.py diff --git a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/__init__.py b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/__init__.py index af14127d87..3a3c2c10c5 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/__init__.py +++ b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/__init__.py @@ -41,9 +41,20 @@ def _instrument(self, **kwargs): # Silently handle import errors - OpenAI Agents SDK may not be available pass + try: + from ._realtime_wrappers import wrap_realtime_session + + wrap_realtime_session(tracer) + except Exception: + pass + def _uninstrument(self, **kwargs): - # Hook-based approach: cleanup happens automatically when processors are removed - pass + try: + from ._realtime_wrappers import unwrap_realtime_session + + unwrap_realtime_session() + except Exception: + pass def is_metrics_enabled() -> bool: diff --git a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/_hooks.py b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/_hooks.py index 995e062bf2..e1d7f1bcb5 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/_hooks.py +++ b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/_hooks.py @@ -4,14 +4,21 @@ import json import time from collections import OrderedDict -from opentelemetry.trace import Tracer, Status, StatusCode, SpanKind, get_current_span, set_span_in_context +from opentelemetry.trace import ( + Tracer, + Status, + StatusCode, + SpanKind, + get_current_span, + set_span_in_context, +) from opentelemetry import context from opentelemetry.semconv_ai import SpanAttributes, TraceloopSpanKindValues from opentelemetry.semconv._incubating.attributes import ( - gen_ai_attributes as GenAIAttributes + gen_ai_attributes as GenAIAttributes, ) from agents.tracing.processors import TracingProcessor -from .utils import dont_throw +from .utils import dont_throw, GEN_AI_HANDOFF_FROM_AGENT, GEN_AI_HANDOFF_TO_AGENT try: # Attempt to import once, so that we aren't looking for it repeatedly. @@ -20,6 +27,276 @@ except ModuleNotFoundError: set_agent_name = None +# Import realtime span types at module level to avoid repeated lookups +try: + from agents import SpeechSpanData, TranscriptionSpanData, SpeechGroupSpanData + + _has_realtime_spans = True +except ImportError: + _has_realtime_spans = False + SpeechSpanData = None + TranscriptionSpanData = None + SpeechGroupSpanData = None + + +def _extract_prompt_attributes(otel_span, input_data): + """ + Extract prompt/input data from messages and set them as span attributes. + + Handles both OpenAI chat format (role/content) and Agents SDK format + (type/function_call/function_call_output). + """ + if not input_data: + return + + for i, message in enumerate(input_data): + prefix = f"{GenAIAttributes.GEN_AI_PROMPT}.{i}" + + # Convert message to dict for unified handling + if isinstance(message, dict): + msg = message + else: + # Convert object to dict + msg = {} + for attr in [ + "role", + "content", + "tool_call_id", + "tool_calls", + "type", + "name", + "arguments", + "call_id", + "output", + ]: + if hasattr(message, attr): + msg[attr] = getattr(message, attr) + + # Determine message format and extract data + role = None + content = None + tool_call_id = None + tool_calls = None + + if "role" in msg: + # Standard OpenAI chat format + role = msg["role"] + content = msg.get("content") + tool_call_id = msg.get("tool_call_id") + tool_calls = msg.get("tool_calls") + elif "type" in msg: + # OpenAI Agents SDK format + msg_type = msg["type"] + if msg_type == "function_call": + # Tool calls are assistant messages + role = "assistant" + # Create tool_calls structure matching OpenAI SDK format + tool_calls = [ + { + "id": msg.get("id", ""), + "name": msg.get("name", ""), + "arguments": msg.get("arguments", ""), + } + ] + elif msg_type == "function_call_output": + # Tool outputs are tool messages + role = "tool" + content = msg.get("output") + tool_call_id = msg.get("call_id") + + # Set role attribute + if role: + otel_span.set_attribute(f"{prefix}.role", role) + + # Set content attribute + if content is not None: + if not isinstance(content, str): + content = json.dumps(content) + otel_span.set_attribute(f"{prefix}.content", content) + + # Set tool_call_id for tool result messages + if tool_call_id: + otel_span.set_attribute(f"{prefix}.tool_call_id", tool_call_id) + + # Set tool_calls for assistant messages with tool calls + if tool_calls: + for j, tool_call in enumerate(tool_calls): + # Convert to dict if needed + if not isinstance(tool_call, dict): + tc_dict = {} + if hasattr(tool_call, "id"): + tc_dict["id"] = tool_call.id + if hasattr(tool_call, "function"): + func = tool_call.function + if hasattr(func, "name"): + tc_dict["name"] = func.name + if hasattr(func, "arguments"): + tc_dict["arguments"] = func.arguments + elif hasattr(tool_call, "name"): + tc_dict["name"] = tool_call.name + if hasattr(tool_call, "arguments"): + tc_dict["arguments"] = tool_call.arguments + tool_call = tc_dict + + # Extract function details if nested (standard OpenAI format) + if "function" in tool_call: + function = tool_call["function"] + tool_call = { + "id": tool_call.get("id"), + "name": function.get("name"), + "arguments": function.get("arguments"), + } + + # Set tool call attributes + if tool_call.get("id"): + otel_span.set_attribute( + f"{prefix}.tool_calls.{j}.id", tool_call["id"] + ) + if tool_call.get("name"): + otel_span.set_attribute( + f"{prefix}.tool_calls.{j}.name", tool_call["name"] + ) + if tool_call.get("arguments"): + args = tool_call["arguments"] + if not isinstance(args, str): + args = json.dumps(args) + otel_span.set_attribute(f"{prefix}.tool_calls.{j}.arguments", args) + + +def _extract_response_attributes(otel_span, response): + """ + Extract model settings, completions, and usage from a response object + and set them as span attributes. + + Returns a dict of model_settings for potential use by parent spans. + """ + if not response: + return {} + + model_settings = {} + + # Extract model settings + if hasattr(response, "temperature") and response.temperature is not None: + model_settings["temperature"] = response.temperature + otel_span.set_attribute( + GenAIAttributes.GEN_AI_REQUEST_TEMPERATURE, response.temperature + ) + + if ( + hasattr(response, "max_output_tokens") + and response.max_output_tokens is not None + ): + model_settings["max_tokens"] = response.max_output_tokens + otel_span.set_attribute( + GenAIAttributes.GEN_AI_REQUEST_MAX_TOKENS, response.max_output_tokens + ) + + if hasattr(response, "top_p") and response.top_p is not None: + model_settings["top_p"] = response.top_p + otel_span.set_attribute(GenAIAttributes.GEN_AI_REQUEST_TOP_P, response.top_p) + + if hasattr(response, "model") and response.model: + model_settings["model"] = response.model + otel_span.set_attribute(GenAIAttributes.GEN_AI_REQUEST_MODEL, response.model) + + if ( + hasattr(response, "frequency_penalty") + and response.frequency_penalty is not None + ): + model_settings["frequency_penalty"] = response.frequency_penalty + + # Extract completions from response.output + if hasattr(response, "output") and response.output: + for i, output in enumerate(response.output): + if hasattr(output, "content") and output.content: + # Text message with content array (ResponseOutputMessage) + content_text = "" + for content_item in output.content: + if hasattr(content_item, "text"): + content_text += content_item.text + + if content_text: + otel_span.set_attribute( + f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.content", content_text + ) + otel_span.set_attribute( + f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.role", + getattr(output, "role", "assistant"), + ) + + elif hasattr(output, "name"): + # Function/tool call (ResponseFunctionToolCall) + tool_name = getattr(output, "name", "unknown_tool") + arguments = getattr(output, "arguments", "{}") + tool_call_id = getattr(output, "call_id", f"call_{i}") + + otel_span.set_attribute( + f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.role", "assistant" + ) + otel_span.set_attribute( + f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.finish_reason", + "tool_calls", + ) + otel_span.set_attribute( + f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.tool_calls.0.name", + tool_name, + ) + otel_span.set_attribute( + f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.tool_calls.0.arguments", + arguments, + ) + otel_span.set_attribute( + f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.tool_calls.0.id", + tool_call_id, + ) + + elif hasattr(output, "text"): + # Direct text content + otel_span.set_attribute( + f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.content", output.text + ) + otel_span.set_attribute( + f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.role", + getattr(output, "role", "assistant"), + ) + + # Add finish reason if available (for non-tool-call cases) + if hasattr(response, "finish_reason") and not hasattr(output, "name"): + otel_span.set_attribute( + f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.finish_reason", + response.finish_reason, + ) + + # Extract usage data + if hasattr(response, "usage") and response.usage: + usage = response.usage + if hasattr(usage, "input_tokens") and usage.input_tokens is not None: + otel_span.set_attribute( + GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS, usage.input_tokens + ) + elif hasattr(usage, "prompt_tokens") and usage.prompt_tokens is not None: + otel_span.set_attribute( + GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS, usage.prompt_tokens + ) + + if hasattr(usage, "output_tokens") and usage.output_tokens is not None: + otel_span.set_attribute( + GenAIAttributes.GEN_AI_USAGE_OUTPUT_TOKENS, usage.output_tokens + ) + elif ( + hasattr(usage, "completion_tokens") and usage.completion_tokens is not None + ): + otel_span.set_attribute( + GenAIAttributes.GEN_AI_USAGE_OUTPUT_TOKENS, usage.completion_tokens + ) + + if hasattr(usage, "total_tokens") and usage.total_tokens is not None: + otel_span.set_attribute( + SpanAttributes.LLM_USAGE_TOTAL_TOKENS, usage.total_tokens + ) + + return model_settings + class OpenTelemetryTracingProcessor(TracingProcessor): """ @@ -46,9 +323,9 @@ def on_trace_start(self, trace): kind=SpanKind.CLIENT, attributes={ SpanAttributes.TRACELOOP_SPAN_KIND: TraceloopSpanKindValues.WORKFLOW.value, - "gen_ai.system": "openai_agents", - "gen_ai.workflow.name": "Agent Workflow" - } + GenAIAttributes.GEN_AI_SYSTEM: "openai_agents", + SpanAttributes.TRACELOOP_WORKFLOW_NAME: "Agent Workflow", + }, ) self._root_spans[trace.trace_id] = workflow_span @@ -64,15 +341,20 @@ def on_trace_end(self, trace): @dont_throw def on_span_start(self, span): """Called when a span starts - create appropriate OpenTelemetry span.""" - from agents import AgentSpanData, HandoffSpanData, FunctionSpanData, GenerationSpanData + from agents import ( + AgentSpanData, + HandoffSpanData, + FunctionSpanData, + GenerationSpanData, + ) - if not span or not hasattr(span, 'span_data'): + if not span or not hasattr(span, "span_data"): return - span_data = getattr(span, 'span_data', None) + span_data = getattr(span, "span_data", None) if not span_data: return - trace_id = getattr(span, 'trace_id', None) + trace_id = getattr(span, "trace_id", None) parent_context = None if trace_id and trace_id in self._root_spans: workflow_span = self._root_spans[trace_id] @@ -81,32 +363,36 @@ def on_span_start(self, span): otel_span = None if isinstance(span_data, AgentSpanData): - agent_name = getattr(span_data, 'name', None) or "unknown_agent" + agent_name = getattr(span_data, "name", None) or "unknown_agent" if set_agent_name is not None: set_agent_name(agent_name) handoff_parent = None - trace_id = getattr(span, 'trace_id', None) + trace_id = getattr(span, "trace_id", None) if trace_id: handoff_key = f"{agent_name}:{trace_id}" - if parent_agent_name := self._reverse_handoffs_dict.pop(handoff_key, None): + if parent_agent_name := self._reverse_handoffs_dict.pop( + handoff_key, None + ): handoff_parent = parent_agent_name attributes = { SpanAttributes.TRACELOOP_SPAN_KIND: TraceloopSpanKindValues.AGENT.value, GenAIAttributes.GEN_AI_AGENT_NAME: agent_name, - "gen_ai.system": "openai_agents" + GenAIAttributes.GEN_AI_SYSTEM: "openai_agents", } if handoff_parent: attributes["gen_ai.agent.handoff_parent"] = handoff_parent - if hasattr(span_data, 'handoffs') and span_data.handoffs: + if hasattr(span_data, "handoffs") and span_data.handoffs: for i, handoff_agent in enumerate(span_data.handoffs): handoff_info = { - "name": getattr(handoff_agent, 'name', 'unknown'), - "instructions": getattr(handoff_agent, 'instructions', 'No instructions') + "name": getattr(handoff_agent, "name", "unknown"), + "instructions": getattr( + handoff_agent, "instructions", "No instructions" + ), } attributes[f"openai.agent.handoff{i}"] = json.dumps(handoff_info) @@ -114,19 +400,19 @@ def on_span_start(self, span): f"{agent_name}.agent", kind=SpanKind.CLIENT, context=parent_context, - attributes=attributes + attributes=attributes, ) elif isinstance(span_data, HandoffSpanData): - from_agent = getattr(span_data, 'from_agent', None) - to_agent = getattr(span_data, 'to_agent', None) + from_agent = getattr(span_data, "from_agent", None) + to_agent = getattr(span_data, "to_agent", None) - from_agent = from_agent or 'unknown' + from_agent = from_agent or "unknown" - to_agent = to_agent or 'unknown' + to_agent = to_agent or "unknown" - trace_id = getattr(span, 'trace_id', None) - if to_agent and to_agent != 'unknown' and trace_id: + trace_id = getattr(span, "trace_id", None) + if to_agent and to_agent != "unknown" and trace_id: handoff_key = f"{to_agent}:{trace_id}" self._reverse_handoffs_dict[handoff_key] = from_agent @@ -139,24 +425,24 @@ def on_span_start(self, span): handoff_attributes = { SpanAttributes.TRACELOOP_SPAN_KIND: "handoff", - "gen_ai.system": "openai_agents" + GenAIAttributes.GEN_AI_SYSTEM: "openai_agents", } - if from_agent and from_agent != 'unknown': - handoff_attributes["gen_ai.handoff.from_agent"] = from_agent + if from_agent and from_agent != "unknown": + handoff_attributes[GEN_AI_HANDOFF_FROM_AGENT] = from_agent handoff_attributes[GenAIAttributes.GEN_AI_AGENT_NAME] = from_agent - if to_agent and to_agent != 'unknown': - handoff_attributes["gen_ai.handoff.to_agent"] = to_agent + if to_agent and to_agent != "unknown": + handoff_attributes[GEN_AI_HANDOFF_TO_AGENT] = to_agent otel_span = self.tracer.start_span( f"{from_agent} → {to_agent}.handoff", kind=SpanKind.INTERNAL, context=parent_context, - attributes=handoff_attributes + attributes=handoff_attributes, ) elif isinstance(span_data, FunctionSpanData): - tool_name = getattr(span_data, 'name', None) or "unknown_tool" + tool_name = getattr(span_data, "name", None) or "unknown_tool" current_agent_span = self._find_current_agent_span() if current_agent_span: @@ -164,35 +450,36 @@ def on_span_start(self, span): tool_attributes = { SpanAttributes.TRACELOOP_SPAN_KIND: TraceloopSpanKindValues.TOOL.value, - "gen_ai.tool.name": tool_name, - "gen_ai.system": "openai_agents", + GenAIAttributes.GEN_AI_TOOL_NAME: tool_name, + GenAIAttributes.GEN_AI_TOOL_TYPE: "function", + GenAIAttributes.GEN_AI_SYSTEM: "openai_agents", f"{GenAIAttributes.GEN_AI_COMPLETION}.tool.name": tool_name, - f"{GenAIAttributes.GEN_AI_COMPLETION}.tool.type": "FunctionTool", - f"{GenAIAttributes.GEN_AI_COMPLETION}.tool.strict_json_schema": True + f"{GenAIAttributes.GEN_AI_COMPLETION}.tool.type": "function", + f"{GenAIAttributes.GEN_AI_COMPLETION}.tool.strict_json_schema": True, } - if hasattr(span_data, 'description') and span_data.description: + if hasattr(span_data, "description") and span_data.description: # Only use description if it's not a generic class description desc = span_data.description if desc and not desc.startswith("Represents a Function Span"): - tool_attributes[f"{GenAIAttributes.GEN_AI_COMPLETION}.tool.description"] = desc + tool_attributes[GenAIAttributes.GEN_AI_TOOL_DESCRIPTION] = desc otel_span = self.tracer.start_span( f"{tool_name}.tool", kind=SpanKind.INTERNAL, context=parent_context, - attributes=tool_attributes + attributes=tool_attributes, ) - elif type(span_data).__name__ == 'ResponseSpanData': + elif type(span_data).__name__ == "ResponseSpanData": current_agent_span = self._find_current_agent_span() if current_agent_span: parent_context = set_span_in_context(current_agent_span) response_attributes = { SpanAttributes.LLM_REQUEST_TYPE: "response", - "gen_ai.system": "openai", - "gen_ai.operation.name": "response" + GenAIAttributes.GEN_AI_SYSTEM: "openai", + GenAIAttributes.GEN_AI_OPERATION_NAME: "response", } otel_span = self.tracer.start_span( @@ -200,7 +487,7 @@ def on_span_start(self, span): kind=SpanKind.CLIENT, context=parent_context, attributes=response_attributes, - start_time=time.time_ns() + start_time=time.time_ns(), ) elif isinstance(span_data, GenerationSpanData): @@ -210,8 +497,8 @@ def on_span_start(self, span): response_attributes = { SpanAttributes.LLM_REQUEST_TYPE: "chat", - "gen_ai.system": "openai", - "gen_ai.operation.name": "chat" + GenAIAttributes.GEN_AI_SYSTEM: "openai", + GenAIAttributes.GEN_AI_OPERATION_NAME: "chat", } otel_span = self.tracer.start_span( @@ -219,7 +506,84 @@ def on_span_start(self, span): kind=SpanKind.CLIENT, context=parent_context, attributes=response_attributes, - start_time=time.time_ns() + start_time=time.time_ns(), + ) + + elif ( + _has_realtime_spans + and SpeechSpanData + and isinstance(span_data, SpeechSpanData) + ): + current_agent_span = self._find_current_agent_span() + if current_agent_span: + parent_context = set_span_in_context(current_agent_span) + + speech_attributes = { + SpanAttributes.LLM_REQUEST_TYPE: "realtime", + GenAIAttributes.GEN_AI_SYSTEM: "openai", + GenAIAttributes.GEN_AI_OPERATION_NAME: "speech", + } + + model = getattr(span_data, "model", None) + if model: + speech_attributes[GenAIAttributes.GEN_AI_REQUEST_MODEL] = model + + otel_span = self.tracer.start_span( + "openai.realtime.speech", + kind=SpanKind.CLIENT, + context=parent_context, + attributes=speech_attributes, + start_time=time.time_ns(), + ) + + elif ( + _has_realtime_spans + and TranscriptionSpanData + and isinstance(span_data, TranscriptionSpanData) + ): + current_agent_span = self._find_current_agent_span() + if current_agent_span: + parent_context = set_span_in_context(current_agent_span) + + transcription_attributes = { + SpanAttributes.LLM_REQUEST_TYPE: "realtime", + GenAIAttributes.GEN_AI_SYSTEM: "openai", + GenAIAttributes.GEN_AI_OPERATION_NAME: "transcription", + } + + model = getattr(span_data, "model", None) + if model: + transcription_attributes[GenAIAttributes.GEN_AI_REQUEST_MODEL] = model + + otel_span = self.tracer.start_span( + "openai.realtime.transcription", + kind=SpanKind.CLIENT, + context=parent_context, + attributes=transcription_attributes, + start_time=time.time_ns(), + ) + + elif ( + _has_realtime_spans + and SpeechGroupSpanData + and isinstance(span_data, SpeechGroupSpanData) + ): + current_agent_span = self._find_current_agent_span() + if current_agent_span: + parent_context = set_span_in_context(current_agent_span) + + speech_group_attributes = { + SpanAttributes.LLM_REQUEST_TYPE: "realtime", + GenAIAttributes.GEN_AI_SYSTEM: "openai", + GenAIAttributes.GEN_AI_OPERATION_NAME: "speech_group", + } + + otel_span = self.tracer.start_span( + "openai.realtime.speech_group", + kind=SpanKind.CLIENT, + context=parent_context, + attributes=speech_group_attributes, + start_time=time.time_ns(), ) if otel_span: @@ -233,372 +597,157 @@ def on_span_end(self, span): """Called when a span ends - finish OpenTelemetry span.""" from agents import GenerationSpanData - if not span or not hasattr(span, 'span_data'): + if not span or not hasattr(span, "span_data"): return if span in self._otel_spans: otel_span = self._otel_spans[span] - span_data = getattr(span, 'span_data', None) + span_data = getattr(span, "span_data", None) if span_data and ( - type(span_data).__name__ == 'ResponseSpanData' or isinstance( - span_data, - GenerationSpanData)): - # Extract prompt data from input and add to response span using OpenAI semantic conventions - input_data = getattr(span_data, 'input', []) - if input_data: - for i, message in enumerate(input_data): - prefix = f"{GenAIAttributes.GEN_AI_PROMPT}.{i}" - - # Convert message to dict for unified handling - if isinstance(message, dict): - msg = message - else: - # Convert object to dict - msg = {} - for attr in [ - "role", - "content", - "tool_call_id", - "tool_calls", - "type", - "name", - "arguments", - "call_id", - "output", - ]: - if hasattr(message, attr): - msg[attr] = getattr(message, attr) - - # Determine message format and extract data - role = None - content = None - tool_call_id = None - tool_calls = None - - if 'role' in msg: - # Standard OpenAI chat format - role = msg['role'] - content = msg.get('content') - tool_call_id = msg.get('tool_call_id') - tool_calls = msg.get('tool_calls') - elif 'type' in msg: - # OpenAI Agents SDK format - msg_type = msg['type'] - if msg_type == 'function_call': - # Tool calls are assistant messages - role = 'assistant' - # Create tool_calls structure matching OpenAI SDK format - tool_calls = [{ - 'id': msg.get('id', ''), - 'name': msg.get('name', ''), - 'arguments': msg.get('arguments', '') - }] - elif msg_type == 'function_call_output': - # Tool outputs are tool messages - role = 'tool' - content = msg.get('output') - tool_call_id = msg.get('call_id') - - # Set role attribute - if role: - otel_span.set_attribute(f"{prefix}.role", role) - - # Set content attribute - if content is not None: - if not isinstance(content, str): - content = json.dumps(content) - otel_span.set_attribute(f"{prefix}.content", content) - - # Set tool_call_id for tool result messages - if tool_call_id: - otel_span.set_attribute(f"{prefix}.tool_call_id", tool_call_id) - - # Set tool_calls for assistant messages with tool calls - if tool_calls: - for j, tool_call in enumerate(tool_calls): - # Convert to dict if needed - if not isinstance(tool_call, dict): - tc_dict = {} - if hasattr(tool_call, 'id'): - tc_dict['id'] = tool_call.id - if hasattr(tool_call, 'function'): - func = tool_call.function - if hasattr(func, 'name'): - tc_dict['name'] = func.name - if hasattr(func, 'arguments'): - tc_dict['arguments'] = func.arguments - elif hasattr(tool_call, 'name'): - tc_dict['name'] = tool_call.name - if hasattr(tool_call, 'arguments'): - tc_dict['arguments'] = tool_call.arguments - tool_call = tc_dict - - # Extract function details if nested (standard OpenAI format) - if 'function' in tool_call: - function = tool_call['function'] - tool_call = { - 'id': tool_call.get('id'), - 'name': function.get('name'), - 'arguments': function.get('arguments') - } - - # Set tool call attributes - if tool_call.get('id'): - otel_span.set_attribute(f"{prefix}.tool_calls.{j}.id", tool_call['id']) - if tool_call.get('name'): - otel_span.set_attribute(f"{prefix}.tool_calls.{j}.name", tool_call['name']) - if tool_call.get('arguments'): - args = tool_call['arguments'] - if not isinstance(args, str): - args = json.dumps(args) - otel_span.set_attribute(f"{prefix}.tool_calls.{j}.arguments", args) + type(span_data).__name__ == "ResponseSpanData" + or isinstance(span_data, GenerationSpanData) + ): + # Extract prompt data from input + input_data = getattr(span_data, "input", []) + _extract_prompt_attributes(otel_span, input_data) # Add function/tool specifications to the request using OpenAI semantic conventions - response = getattr(span_data, 'response', None) - if response and hasattr(response, 'tools') and response.tools: + response = getattr(span_data, "response", None) + if response and hasattr(response, "tools") and response.tools: # Extract tool specifications for i, tool in enumerate(response.tools): - if hasattr(tool, 'function'): + if hasattr(tool, "function"): function = tool.function otel_span.set_attribute( - f"{SpanAttributes.LLM_REQUEST_FUNCTIONS}.{i}.name", getattr( - function, 'name', '')) + f"{SpanAttributes.LLM_REQUEST_FUNCTIONS}.{i}.name", + getattr(function, "name", ""), + ) otel_span.set_attribute( - f"{SpanAttributes.LLM_REQUEST_FUNCTIONS}.{i}.description", getattr( - function, 'description', '')) - if hasattr(function, 'parameters'): + f"{SpanAttributes.LLM_REQUEST_FUNCTIONS}.{i}.description", + getattr(function, "description", ""), + ) + if hasattr(function, "parameters"): otel_span.set_attribute( - f"{SpanAttributes.LLM_REQUEST_FUNCTIONS}.{i}.parameters", json.dumps( - function.parameters)) - elif hasattr(tool, 'name'): + f"{SpanAttributes.LLM_REQUEST_FUNCTIONS}.{i}.parameters", + json.dumps(function.parameters), + ) + elif hasattr(tool, "name"): # Direct function format - otel_span.set_attribute(f"{SpanAttributes.LLM_REQUEST_FUNCTIONS}.{i}.name", tool.name) - if hasattr(tool, 'description'): + otel_span.set_attribute( + f"{SpanAttributes.LLM_REQUEST_FUNCTIONS}.{i}.name", + tool.name, + ) + if hasattr(tool, "description"): otel_span.set_attribute( - f"{SpanAttributes.LLM_REQUEST_FUNCTIONS}.{i}.description", tool.description) - if hasattr(tool, 'parameters'): + f"{SpanAttributes.LLM_REQUEST_FUNCTIONS}.{i}.description", + tool.description, + ) + if hasattr(tool, "parameters"): otel_span.set_attribute( - f"{SpanAttributes.LLM_REQUEST_FUNCTIONS}.{i}.parameters", json.dumps( - tool.parameters)) + f"{SpanAttributes.LLM_REQUEST_FUNCTIONS}.{i}.parameters", + json.dumps(tool.parameters), + ) if response: - # Extract model settings from the response - model_settings = {} - - if hasattr(response, 'temperature') and response.temperature is not None: - model_settings['temperature'] = response.temperature - otel_span.set_attribute(GenAIAttributes.GEN_AI_REQUEST_TEMPERATURE, response.temperature) - - if hasattr(response, 'max_output_tokens') and response.max_output_tokens is not None: - model_settings['max_tokens'] = response.max_output_tokens - otel_span.set_attribute(GenAIAttributes.GEN_AI_REQUEST_MAX_TOKENS, response.max_output_tokens) - - if hasattr(response, 'top_p') and response.top_p is not None: - model_settings['top_p'] = response.top_p - otel_span.set_attribute(GenAIAttributes.GEN_AI_REQUEST_TOP_P, response.top_p) - - if hasattr(response, 'model') and response.model: - model_settings['model'] = response.model - otel_span.set_attribute("gen_ai.request.model", response.model) - - # Extract completions and add directly to response span using OpenAI semantic conventions - if hasattr(response, 'output') and response.output: - for i, output in enumerate(response.output): - # Handle different output types - if hasattr(output, 'content') and output.content: - # Text message with content array (ResponseOutputMessage) - content_text = "" - for content_item in output.content: - if hasattr(content_item, 'text'): - content_text += content_item.text - - if content_text: - otel_span.set_attribute( - f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.content", content_text) - otel_span.set_attribute( - f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.role", getattr( - output, 'role', 'assistant')) - - elif hasattr(output, 'name'): - # Function/tool call (ResponseFunctionToolCall) - use OpenAI tool call format - tool_name = getattr(output, 'name', 'unknown_tool') - arguments = getattr(output, 'arguments', '{}') - tool_call_id = getattr(output, 'call_id', f"call_{i}") - - # Set completion with tool call following OpenAI format - otel_span.set_attribute(f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.role", "assistant") - otel_span.set_attribute( - f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.finish_reason", "tool_calls") - otel_span.set_attribute( - f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.tool_calls.0.name", tool_name) - otel_span.set_attribute( - f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.tool_calls.0.arguments", arguments) - otel_span.set_attribute( - f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.tool_calls.0.id", tool_call_id) - - elif hasattr(output, 'text'): - # Direct text content - otel_span.set_attribute(f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.content", output.text) - otel_span.set_attribute( - f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.role", getattr( - output, 'role', 'assistant')) - - # Add finish reason if available (for non-tool-call cases) - if hasattr(response, 'finish_reason') and not hasattr(output, 'name'): - otel_span.set_attribute( - f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.finish_reason", response.finish_reason) - - # Extract usage data and add directly to response span - if hasattr(response, 'usage') and response.usage: - usage = response.usage - # Try both naming conventions: input_tokens/output_tokens and prompt_tokens/completion_tokens - if hasattr(usage, 'input_tokens') and usage.input_tokens is not None: - otel_span.set_attribute(GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS, usage.input_tokens) - elif hasattr(usage, 'prompt_tokens') and usage.prompt_tokens is not None: - otel_span.set_attribute(GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS, usage.prompt_tokens) - - if hasattr(usage, 'output_tokens') and usage.output_tokens is not None: - otel_span.set_attribute(GenAIAttributes.GEN_AI_USAGE_OUTPUT_TOKENS, usage.output_tokens) - elif hasattr(usage, 'completion_tokens') and usage.completion_tokens is not None: - otel_span.set_attribute(GenAIAttributes.GEN_AI_USAGE_OUTPUT_TOKENS, usage.completion_tokens) - - if hasattr(usage, 'total_tokens') and usage.total_tokens is not None: - otel_span.set_attribute(SpanAttributes.LLM_USAGE_TOTAL_TOKENS, usage.total_tokens) - - # Store model settings to add to the agent span (but NOT prompts/completions) + model_settings = _extract_response_attributes(otel_span, response) self._last_model_settings = model_settings # Legacy fallback for other span types elif span_data: - # Extract prompt data from input and add to response span (legacy support) - input_data = getattr(span_data, 'input', []) - if input_data: - for i, message in enumerate(input_data): - if hasattr(message, 'role') and hasattr(message, 'content'): - otel_span.set_attribute(f"gen_ai.prompt.{i}.role", message.role) - content = message.content - if isinstance(content, dict): - content = json.dumps(content) - otel_span.set_attribute(f"gen_ai.prompt.{i}.content", content) - elif isinstance(message, dict): - if 'role' in message and 'content' in message: - otel_span.set_attribute(f"gen_ai.prompt.{i}.role", message['role']) - content = message['content'] - if isinstance(content, dict): - content = json.dumps(content) - otel_span.set_attribute(f"gen_ai.prompt.{i}.content", content) - - response = getattr(span_data, 'response', None) - if response: - - # Extract model settings from the response - model_settings = {} - - if hasattr(response, 'temperature') and response.temperature is not None: - model_settings['temperature'] = response.temperature - otel_span.set_attribute(GenAIAttributes.GEN_AI_REQUEST_TEMPERATURE, response.temperature) - - if hasattr(response, 'max_output_tokens') and response.max_output_tokens is not None: - model_settings['max_tokens'] = response.max_output_tokens - otel_span.set_attribute(GenAIAttributes.GEN_AI_REQUEST_MAX_TOKENS, response.max_output_tokens) - - if hasattr(response, 'top_p') and response.top_p is not None: - model_settings['top_p'] = response.top_p - otel_span.set_attribute(GenAIAttributes.GEN_AI_REQUEST_TOP_P, response.top_p) - - if hasattr(response, 'model') and response.model: - model_settings['model'] = response.model - otel_span.set_attribute("gen_ai.request.model", response.model) - - # Extract completions and add directly to response span using OpenAI semantic conventions - if hasattr(response, 'output') and response.output: - for i, output in enumerate(response.output): - # Handle different output types - if hasattr(output, 'content') and output.content: - # Text message with content array (ResponseOutputMessage) - content_text = "" - for content_item in output.content: - if hasattr(content_item, 'text'): - content_text += content_item.text - - if content_text: - otel_span.set_attribute( - f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.content", content_text) - otel_span.set_attribute( - f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.role", getattr( - output, 'role', 'assistant')) - - elif hasattr(output, 'name'): - # Function/tool call (ResponseFunctionToolCall) - use OpenAI tool call format - tool_name = getattr(output, 'name', 'unknown_tool') - arguments = getattr(output, 'arguments', '{}') - tool_call_id = getattr(output, 'call_id', f"call_{i}") - - # Set completion with tool call following OpenAI format - otel_span.set_attribute(f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.role", "assistant") - otel_span.set_attribute( - f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.finish_reason", "tool_calls") - otel_span.set_attribute( - f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.tool_calls.0.name", tool_name) - otel_span.set_attribute( - f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.tool_calls.0.arguments", arguments) - otel_span.set_attribute( - f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.tool_calls.0.id", tool_call_id) - - elif hasattr(output, 'text'): - # Direct text content - otel_span.set_attribute(f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.content", output.text) - otel_span.set_attribute( - f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.role", getattr( - output, 'role', 'assistant')) + input_data = getattr(span_data, "input", []) + _extract_prompt_attributes(otel_span, input_data) - # Add finish reason if available (for non-tool-call cases) - if hasattr(response, 'finish_reason') and not hasattr(output, 'name'): - otel_span.set_attribute( - f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.finish_reason", response.finish_reason) - - # Extract usage data and add directly to response span - if hasattr(response, 'usage') and response.usage: - usage = response.usage - # Try both naming conventions: input_tokens/output_tokens and prompt_tokens/completion_tokens - if hasattr(usage, 'input_tokens') and usage.input_tokens is not None: - otel_span.set_attribute(GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS, usage.input_tokens) - elif hasattr(usage, 'prompt_tokens') and usage.prompt_tokens is not None: - otel_span.set_attribute(GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS, usage.prompt_tokens) - - if hasattr(usage, 'output_tokens') and usage.output_tokens is not None: - otel_span.set_attribute(GenAIAttributes.GEN_AI_USAGE_OUTPUT_TOKENS, usage.output_tokens) - elif hasattr(usage, 'completion_tokens') and usage.completion_tokens is not None: - otel_span.set_attribute(GenAIAttributes.GEN_AI_USAGE_OUTPUT_TOKENS, usage.completion_tokens) - - if hasattr(usage, 'total_tokens') and usage.total_tokens is not None: - otel_span.set_attribute(SpanAttributes.LLM_USAGE_TOTAL_TOKENS, usage.total_tokens) - - # Check for frequency_penalty - if hasattr(response, 'frequency_penalty') and response.frequency_penalty is not None: - model_settings['frequency_penalty'] = response.frequency_penalty - - # Store model settings to add to the agent span (but NOT prompts/completions) + response = getattr(span_data, "response", None) + if response: + model_settings = _extract_response_attributes(otel_span, response) self._last_model_settings = model_settings - elif span_data and type(span_data).__name__ == 'AgentSpanData': + elif ( + _has_realtime_spans + and SpeechSpanData + and isinstance(span_data, SpeechSpanData) + ): + input_text = getattr(span_data, "input", None) + if input_text: + otel_span.set_attribute( + f"{GenAIAttributes.GEN_AI_PROMPT}.0.content", input_text + ) + otel_span.set_attribute( + f"{GenAIAttributes.GEN_AI_PROMPT}.0.role", "user" + ) + + output_audio = getattr(span_data, "output", None) + if output_audio: + if not isinstance(output_audio, (bytes, bytearray)): + otel_span.set_attribute( + f"{GenAIAttributes.GEN_AI_COMPLETION}.0.content", + str(output_audio), + ) + + elif ( + _has_realtime_spans + and TranscriptionSpanData + and isinstance(span_data, TranscriptionSpanData) + ): + input_audio = getattr(span_data, "input", None) + if input_audio: + if not isinstance(input_audio, (bytes, bytearray)): + otel_span.set_attribute( + f"{GenAIAttributes.GEN_AI_PROMPT}.0.content", + str(input_audio), + ) + + output_text = getattr(span_data, "output", None) + if output_text: + otel_span.set_attribute( + f"{GenAIAttributes.GEN_AI_COMPLETION}.0.content", output_text + ) + otel_span.set_attribute( + f"{GenAIAttributes.GEN_AI_COMPLETION}.0.role", "assistant" + ) + + elif ( + _has_realtime_spans + and SpeechGroupSpanData + and isinstance(span_data, SpeechGroupSpanData) + ): + input_text = getattr(span_data, "input", None) + if input_text: + otel_span.set_attribute( + f"{GenAIAttributes.GEN_AI_PROMPT}.0.content", input_text + ) + otel_span.set_attribute( + f"{GenAIAttributes.GEN_AI_PROMPT}.0.role", "user" + ) + + elif span_data and type(span_data).__name__ == "AgentSpanData": # For agent spans, add the model settings we stored from the response span - if hasattr(self, '_last_model_settings') and self._last_model_settings: + if hasattr(self, "_last_model_settings") and self._last_model_settings: for key, value in self._last_model_settings.items(): - if key == 'temperature': - otel_span.set_attribute(GenAIAttributes.GEN_AI_REQUEST_TEMPERATURE, value) - elif key == 'max_tokens': - otel_span.set_attribute(GenAIAttributes.GEN_AI_REQUEST_MAX_TOKENS, value) - elif key == 'top_p': - otel_span.set_attribute(GenAIAttributes.GEN_AI_REQUEST_TOP_P, value) - elif key == 'model': - otel_span.set_attribute("gen_ai.request.model", value) - elif key == 'frequency_penalty': - otel_span.set_attribute("openai.agent.model.frequency_penalty", value) + if key == "temperature": + otel_span.set_attribute( + GenAIAttributes.GEN_AI_REQUEST_TEMPERATURE, value + ) + elif key == "max_tokens": + otel_span.set_attribute( + GenAIAttributes.GEN_AI_REQUEST_MAX_TOKENS, value + ) + elif key == "top_p": + otel_span.set_attribute( + GenAIAttributes.GEN_AI_REQUEST_TOP_P, value + ) + elif key == "model": + otel_span.set_attribute( + GenAIAttributes.GEN_AI_REQUEST_MODEL, value + ) + elif key == "frequency_penalty": + otel_span.set_attribute( + "openai.agent.model.frequency_penalty", value + ) # Note: prompt_attributes, completion_attributes, and usage tokens are now # on response spans only - if hasattr(span, 'error') and span.error: + if hasattr(span, "error") and span.error: otel_span.set_status(Status(StatusCode.ERROR, str(span.error))) else: otel_span.set_status(Status(StatusCode.OK)) @@ -612,8 +761,8 @@ def on_span_end(self, span): def _find_agent_span(self, agent_name: str): """Find the OpenTelemetry span for a given agent.""" for agents_span, otel_span in self._otel_spans.items(): - span_data = getattr(agents_span, 'span_data', None) - if span_data and getattr(span_data, 'name', None) == agent_name: + span_data = getattr(agents_span, "span_data", None) + if span_data and getattr(span_data, "name", None) == agent_name: return otel_span return None @@ -623,7 +772,12 @@ def _find_current_agent_span(self): # For now, return the current span if it's an agent span current = get_current_span() try: - if current and hasattr(current, 'name') and current.name and current.name.endswith('.agent'): + if ( + current + and hasattr(current, "name") + and current.name + and current.name.endswith(".agent") + ): return current except (AttributeError, TypeError): pass diff --git a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/_realtime_wrappers.py b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/_realtime_wrappers.py new file mode 100644 index 0000000000..f8577a09e3 --- /dev/null +++ b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/_realtime_wrappers.py @@ -0,0 +1,688 @@ +"""Wrapper instrumentation for OpenAI Agents SDK realtime sessions. + +The openai-agents SDK's realtime functionality doesn't use its native tracing system, +so we need to patch the RealtimeSession class directly to add OpenTelemetry tracing. +""" + +import time +from typing import Dict, Any, Optional, List, Tuple +from opentelemetry.trace import Tracer, Status, StatusCode, SpanKind, Span +from opentelemetry.trace import set_span_in_context +from opentelemetry.semconv_ai import SpanAttributes, TraceloopSpanKindValues +from opentelemetry.semconv._incubating.attributes import ( + gen_ai_attributes as GenAIAttributes, + error_attributes as ErrorAttributes, +) +from .utils import ( + dont_throw, + should_send_prompts, + GEN_AI_HANDOFF_FROM_AGENT, + GEN_AI_HANDOFF_TO_AGENT, +) + +_original_methods: Dict[str, Any] = {} +_tracing_states: Dict[int, "RealtimeTracingState"] = {} + + +class RealtimeTracingState: + """Tracks OpenTelemetry spans for a realtime session.""" + + def __init__(self, tracer: Tracer): + self.tracer = tracer + self.workflow_span: Optional[Span] = None + self.agent_spans: Dict[str, Span] = {} + self.tool_spans: Dict[str, Span] = {} + self.audio_spans: Dict[str, Span] = {} + self.current_agent_name: Optional[str] = None + self.prompt_index: int = 0 + self.completion_index: int = 0 + self.pending_prompts: List[Tuple[str, str]] = [] # (role, content) tuples + self.llm_call_index: int = 0 + self.agent_span_contexts: Dict[str, Any] = {} + self.agent_start_times: Dict[str, int] = {} + self.prompt_start_time: Optional[int] = None + self.prompt_agent_name: Optional[str] = None + self.starting_agent_name: Optional[str] = None + self.model_name: str = "gpt-4o-realtime-preview" + self.seen_completions: set = set() + self.pending_usage: Optional[Dict[str, int]] = None + + def start_workflow_span(self, agent_name: str): + """Start the root workflow span for the session.""" + self.starting_agent_name = agent_name + self.workflow_span = self.tracer.start_span( + "Realtime Session", + kind=SpanKind.CLIENT, + attributes={ + SpanAttributes.TRACELOOP_SPAN_KIND: TraceloopSpanKindValues.WORKFLOW.value, + GenAIAttributes.GEN_AI_SYSTEM: "openai_agents", + SpanAttributes.TRACELOOP_WORKFLOW_NAME: "Realtime Session", + }, + ) + return self.workflow_span + + def end_workflow_span(self, error: Optional[Exception] = None): + """End the workflow span.""" + if self.workflow_span: + if error: + self.workflow_span.set_status(Status(StatusCode.ERROR, str(error))) + else: + self.workflow_span.set_status(Status(StatusCode.OK)) + self.workflow_span.end() + self.workflow_span = None + + def _get_parent_context(self, agent_name: Optional[str] = None): + """Get parent context from agent spans or workflow span. + + Looks up the parent context in this order: + 1. Specified agent_name in active agent_spans + 2. Specified agent_name in agent_span_contexts + 3. Current agent in agent_span_contexts + 4. Workflow span + """ + target = agent_name or self.current_agent_name + if target: + if target in self.agent_spans: + return set_span_in_context(self.agent_spans[target]) + if target in self.agent_span_contexts: + return self.agent_span_contexts[target] + if self.workflow_span: + return set_span_in_context(self.workflow_span) + return None + + def start_agent_span(self, agent_name: str): + """Start an agent span, or reuse existing one for the same agent.""" + if agent_name in self.agent_spans: + self.current_agent_name = agent_name + return self.agent_spans[agent_name] + + if agent_name in self.agent_span_contexts: + self.current_agent_name = agent_name + return None + + parent_context = None + if self.workflow_span: + parent_context = set_span_in_context(self.workflow_span) + + span = self.tracer.start_span( + f"{agent_name}.agent", + kind=SpanKind.CLIENT, + context=parent_context, + attributes={ + SpanAttributes.TRACELOOP_SPAN_KIND: TraceloopSpanKindValues.AGENT.value, + GenAIAttributes.GEN_AI_AGENT_NAME: agent_name, + GenAIAttributes.GEN_AI_SYSTEM: "openai_agents", + }, + ) + self.agent_spans[agent_name] = span + self.current_agent_name = agent_name + self.agent_span_contexts[agent_name] = set_span_in_context(span) + self.agent_start_times[agent_name] = time.time_ns() + return span + + def end_agent_span(self, agent_name: str, error: Optional[Exception] = None): + """Mark agent turn as ended but keep span open for multi-turn conversations.""" + if error and agent_name in self.agent_spans: + span = self.agent_spans[agent_name] + span.set_attribute(ErrorAttributes.ERROR_MESSAGE, str(error)) + + def start_tool_span(self, tool_name: str, agent_name: Optional[str] = None): + """Start a tool span.""" + parent_context = self._get_parent_context(agent_name) + + span = self.tracer.start_span( + f"{tool_name}.tool", + kind=SpanKind.INTERNAL, + context=parent_context, + attributes={ + SpanAttributes.TRACELOOP_SPAN_KIND: TraceloopSpanKindValues.TOOL.value, + GenAIAttributes.GEN_AI_TOOL_NAME: tool_name, + GenAIAttributes.GEN_AI_TOOL_TYPE: "function", + GenAIAttributes.GEN_AI_SYSTEM: "openai_agents", + }, + ) + self.tool_spans[tool_name] = span + return span + + def end_tool_span( + self, tool_name: str, output: Any = None, error: Optional[Exception] = None + ): + """End a tool span.""" + if tool_name in self.tool_spans: + span = self.tool_spans[tool_name] + if output is not None: + span.set_attribute(GenAIAttributes.GEN_AI_TOOL_CALL_RESULT, str(output)) + if error: + span.set_status(Status(StatusCode.ERROR, str(error))) + else: + span.set_status(Status(StatusCode.OK)) + span.end() + del self.tool_spans[tool_name] + + def create_handoff_span(self, from_agent: str, to_agent: str): + """Create a handoff span and end the from_agent's span.""" + parent_context = self._get_parent_context(from_agent) + + if from_agent in self.agent_spans: + from_span = self.agent_spans[from_agent] + from_span.set_status(Status(StatusCode.OK)) + from_span.end() + del self.agent_spans[from_agent] + + span = self.tracer.start_span( + f"{from_agent} → {to_agent}.handoff", + kind=SpanKind.INTERNAL, + context=parent_context, + attributes={ + SpanAttributes.TRACELOOP_SPAN_KIND: "handoff", + GenAIAttributes.GEN_AI_SYSTEM: "openai_agents", + GEN_AI_HANDOFF_FROM_AGENT: from_agent, + GEN_AI_HANDOFF_TO_AGENT: to_agent, + }, + ) + span.set_status(Status(StatusCode.OK)) + span.end() + return span + + def start_audio_span(self, item_id: str, content_index: int): + """Start an audio/speech span.""" + parent_context = self._get_parent_context() + + span_key = f"{item_id}:{content_index}" + span = self.tracer.start_span( + "openai.realtime", + kind=SpanKind.CLIENT, + context=parent_context, + attributes={ + SpanAttributes.LLM_REQUEST_TYPE: "realtime", + GenAIAttributes.GEN_AI_SYSTEM: "openai", + }, + ) + self.audio_spans[span_key] = span + return span + + def end_audio_span(self, item_id: str, content_index: int): + """End an audio span.""" + span_key = f"{item_id}:{content_index}" + if span_key in self.audio_spans: + span = self.audio_spans[span_key] + span.set_status(Status(StatusCode.OK)) + span.end() + del self.audio_spans[span_key] + + def record_error(self, error: Any): + """Record an error on the current agent span or workflow span.""" + error_str = str(error) + if self.current_agent_name and self.current_agent_name in self.agent_spans: + span = self.agent_spans[self.current_agent_name] + span.set_attribute(ErrorAttributes.ERROR_MESSAGE, error_str) + elif self.workflow_span: + self.workflow_span.set_attribute(ErrorAttributes.ERROR_MESSAGE, error_str) + + def record_prompt(self, role: str, content: str): + """Record a prompt message - buffers it for the LLM span.""" + if not content: + return + if not self.pending_prompts: + self.prompt_start_time = time.time_ns() + self.prompt_agent_name = self.current_agent_name or self.starting_agent_name + self.pending_prompts.append((role, content)) + + def record_usage(self, usage: Any): + """Record token usage from response.done event.""" + if not usage: + return + if isinstance(usage, dict): + self.pending_usage = { + "input_tokens": usage.get("input_tokens", 0) or 0, + "output_tokens": usage.get("output_tokens", 0) or 0, + "total_tokens": usage.get("total_tokens", 0) or 0, + } + else: + self.pending_usage = { + "input_tokens": getattr(usage, "input_tokens", 0) or 0, + "output_tokens": getattr(usage, "output_tokens", 0) or 0, + "total_tokens": getattr(usage, "total_tokens", 0) or 0, + } + + def record_completion(self, role: str, content: str): + """Record a completion message - creates an LLM span with prompt and completion.""" + if not content: + return + content_hash = hash(content[:100]) + if content_hash in self.seen_completions: + return + self.seen_completions.add(content_hash) + self.create_llm_span(content) + + def create_llm_span(self, completion_content: str): + """Create an LLM span pairing the first pending prompt with a completion.""" + prompt_data = self.pending_prompts.pop(0) if self.pending_prompts else None + prompt_role, prompt_content = prompt_data if prompt_data else (None, None) + prompt_time = self.prompt_start_time + self.prompt_start_time = time.time_ns() if self.pending_prompts else None + agent_name = self.prompt_agent_name + if not self.pending_prompts: + self.prompt_agent_name = None + + parent_context = self._get_parent_context(agent_name) + + agent_start = self.agent_start_times.get(agent_name) if agent_name else None + if agent_start and prompt_time: + start_time = max(agent_start, prompt_time) + elif agent_start: + start_time = agent_start + elif prompt_time: + start_time = prompt_time + else: + start_time = time.time_ns() + + model_name_str = ( + str(self.model_name) if self.model_name else "gpt-4o-realtime-preview" + ) + + span = self.tracer.start_span( + "openai.realtime", + kind=SpanKind.CLIENT, + context=parent_context, + start_time=start_time, + attributes={ + SpanAttributes.LLM_REQUEST_TYPE: "realtime", + SpanAttributes.LLM_SYSTEM: "openai", + GenAIAttributes.GEN_AI_SYSTEM: "openai", + GenAIAttributes.GEN_AI_REQUEST_MODEL: model_name_str, + }, + ) + + if self.pending_usage: + if self.pending_usage.get("input_tokens"): + span.set_attribute( + GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS, + self.pending_usage["input_tokens"], + ) + if self.pending_usage.get("output_tokens"): + span.set_attribute( + GenAIAttributes.GEN_AI_USAGE_OUTPUT_TOKENS, + self.pending_usage["output_tokens"], + ) + self.pending_usage = None + + if should_send_prompts(): + if prompt_content: + span.set_attribute( + f"{GenAIAttributes.GEN_AI_PROMPT}.0.role", prompt_role or "user" + ) + span.set_attribute( + f"{GenAIAttributes.GEN_AI_PROMPT}.0.content", prompt_content + ) + + span.set_attribute( + f"{GenAIAttributes.GEN_AI_COMPLETION}.0.role", "assistant" + ) + span.set_attribute( + f"{GenAIAttributes.GEN_AI_COMPLETION}.0.content", completion_content + ) + span.set_attribute( + f"{GenAIAttributes.GEN_AI_COMPLETION}.0.finish_reason", "stop" + ) + + span.set_status(Status(StatusCode.OK)) + span.end() + + self.llm_call_index += 1 + return span + + def cleanup(self): + """Clean up any remaining spans.""" + for span in list(self.tool_spans.values()): + span.set_status(Status(StatusCode.OK)) + span.end() + self.tool_spans.clear() + + for span in list(self.audio_spans.values()): + span.set_status(Status(StatusCode.OK)) + span.end() + self.audio_spans.clear() + + for span in list(self.agent_spans.values()): + span.set_status(Status(StatusCode.OK)) + span.end() + self.agent_spans.clear() + self.agent_span_contexts.clear() + + if self.workflow_span: + self.workflow_span.set_status(Status(StatusCode.OK)) + self.workflow_span.end() + self.workflow_span = None + + +def wrap_realtime_session(tracer: Tracer): + """Wrap the RealtimeSession class to add OpenTelemetry tracing.""" + if _original_methods: + return + + try: + from agents.realtime.session import RealtimeSession + except ImportError: + return + + _original_methods["__aenter__"] = RealtimeSession.__aenter__ + _original_methods["__aexit__"] = RealtimeSession.__aexit__ + _original_methods["_put_event"] = RealtimeSession._put_event + if hasattr(RealtimeSession, "send_message"): + _original_methods["send_message"] = RealtimeSession.send_message + + @dont_throw + async def traced_aenter(self): + """Wrapped __aenter__ that starts the workflow span.""" + result = await _original_methods["__aenter__"](self) + + try: + state = RealtimeTracingState(tracer) + _tracing_states[id(self)] = state + agent_name = getattr(self._current_agent, "name", "Unknown Agent") + state.start_workflow_span(agent_name) + + model_name_str = None + model_obj = getattr(self, "_model", None) or getattr(self, "model", None) + if model_obj: + model_name_str = getattr(model_obj, "model", None) + + if not model_name_str: + config = getattr(self, "_config", None) or getattr(self, "config", None) + if config: + model_settings = getattr(config, "model_settings", None) + if model_settings: + model_name_str = getattr( + model_settings, "model_name", None + ) or getattr(model_settings, "model", None) + if not model_name_str: + model_name_str = getattr(config, "model_name", None) or getattr( + config, "model", None + ) + + if model_name_str and isinstance(model_name_str, str): + state.model_name = model_name_str + except Exception: + pass + + return result + + @dont_throw + async def traced_aexit(self, exc_type, exc_val, exc_tb): + """Wrapped __aexit__ that ends the workflow span.""" + result = await _original_methods["__aexit__"](self, exc_type, exc_val, exc_tb) + + try: + session_id = id(self) + state = _tracing_states.get(session_id) + + if state: + state.cleanup() + state.end_workflow_span(error=exc_val if exc_type else None) + del _tracing_states[session_id] + except Exception: + pass + + return result + + @dont_throw + async def traced_put_event(self, event): + """Wrapped _put_event that creates spans for key events.""" + result = await _original_methods["_put_event"](self, event) + + try: + session_id = id(self) + state = _tracing_states.get(session_id) + + if state: + event_type = getattr(event, "type", None) + + if event_type == "agent_start": + agent = getattr(event, "agent", None) + agent_name = ( + getattr(agent, "name", "Unknown") if agent else "Unknown" + ) + state.start_agent_span(agent_name) + + elif event_type == "agent_end": + agent = getattr(event, "agent", None) + agent_name = ( + getattr(agent, "name", "Unknown") if agent else "Unknown" + ) + state.end_agent_span(agent_name) + + elif event_type == "tool_start": + tool = getattr(event, "tool", None) + agent = getattr(event, "agent", None) + tool_name = ( + getattr(tool, "name", "unknown_tool") + if tool + else "unknown_tool" + ) + agent_name = getattr(agent, "name", None) if agent else None + state.start_tool_span(tool_name, agent_name) + + elif event_type == "tool_end": + tool = getattr(event, "tool", None) + tool_name = ( + getattr(tool, "name", "unknown_tool") + if tool + else "unknown_tool" + ) + output = getattr(event, "output", None) + state.end_tool_span(tool_name, output) + + elif event_type == "handoff": + from_agent = getattr(event, "from_agent", None) + to_agent = getattr(event, "to_agent", None) + from_name = ( + getattr(from_agent, "name", "Unknown") + if from_agent + else "Unknown" + ) + to_name = ( + getattr(to_agent, "name", "Unknown") if to_agent else "Unknown" + ) + state.create_handoff_span(from_name, to_name) + + elif event_type == "audio": + item_id = getattr(event, "item_id", "unknown") + content_index = getattr(event, "content_index", 0) + span_key = f"{item_id}:{content_index}" + if span_key not in state.audio_spans: + state.start_audio_span(item_id, content_index) + + elif event_type == "audio_end": + item_id = getattr(event, "item_id", "unknown") + content_index = getattr(event, "content_index", 0) + state.end_audio_span(item_id, content_index) + + elif event_type == "error": + error = getattr(event, "error", "Unknown error") + state.record_error(error) + + elif event_type == "history_added": + item = getattr(event, "item", None) + if item: + role = getattr(item, "role", None) + content = None + + item_content = getattr(item, "content", None) + if item_content: + if isinstance(item_content, list): + for part in item_content: + if hasattr(part, "text"): + content = part.text + break + elif hasattr(part, "transcript"): + content = part.transcript + break + elif isinstance(item_content, str): + content = item_content + + if not content: + content = getattr(item, "text", None) or getattr( + item, "transcript", None + ) + + if content and role == "assistant": + state.record_completion(role, content) + + elif event_type == "response": + output = getattr(event, "output", None) + if output and isinstance(output, list): + for item in output: + role = getattr(item, "role", None) + if role == "assistant": + item_content = getattr(item, "content", None) + if item_content: + if isinstance(item_content, list): + for part in item_content: + text = getattr(part, "text", None) + if text: + state.record_completion(role, text) + break + elif isinstance(item_content, str): + state.record_completion(role, item_content) + + elif event_type == "raw_model_event": + data = getattr(event, "data", None) + if data: + if isinstance(data, dict): + data_type = data.get("type") + raw_data = data.get("data", data) + if isinstance(raw_data, dict): + nested_type = raw_data.get("type") + if nested_type: + data_type = nested_type + else: + data_type = getattr(data, "type", None) + nested_data = getattr(data, "data", None) + if nested_data: + if isinstance(nested_data, dict): + nested_type = nested_data.get("type") + else: + nested_type = getattr(nested_data, "type", None) + if nested_type: + data_type = nested_type + data = nested_data + + if data_type == "response.done": + if isinstance(data, dict): + response = data.get("response", {}) + usage = ( + response.get("usage") + if isinstance(response, dict) + else None + ) + else: + response = getattr(data, "response", None) + usage = ( + getattr(response, "usage", None) + if response + else None + ) + if usage: + state.record_usage(usage) + + output = getattr(response, "output", None) + if output and isinstance(output, list): + for item in output: + item_type = getattr(item, "type", None) + if item_type == "message": + role = getattr(item, "role", None) + if role == "assistant": + item_content = getattr( + item, "content", None + ) + if item_content and isinstance( + item_content, list + ): + for part in item_content: + text = getattr( + part, "text", None + ) + if text: + state.record_completion( + role, text + ) + break + + elif data_type == "item_updated": + item = getattr(data, "item", None) + if item: + role = getattr(item, "role", None) + item_content = getattr(item, "content", None) + if ( + role == "assistant" + and item_content + and isinstance(item_content, list) + ): + for part in item_content: + text = getattr(part, "text", None) or getattr( + part, "transcript", None + ) + if text: + state.record_completion(role, text) + break + except Exception: + pass + + return result + + @dont_throw + async def traced_send_message(self, message): + """Wrapped send_message that captures user input.""" + result = None + if "send_message" in _original_methods: + result = await _original_methods["send_message"](self, message) + + try: + session_id = id(self) + state = _tracing_states.get(session_id) + + if state and message: + if isinstance(message, str): + state.record_prompt("user", message) + else: + content = getattr(message, "content", None) + if content: + if isinstance(content, str): + state.record_prompt("user", content) + elif isinstance(content, list): + for part in content: + text = getattr(part, "text", None) + if text: + state.record_prompt("user", text) + break + except Exception: + pass + + return result + + RealtimeSession.__aenter__ = traced_aenter + RealtimeSession.__aexit__ = traced_aexit + RealtimeSession._put_event = traced_put_event + if "send_message" in _original_methods: + RealtimeSession.send_message = traced_send_message + + +def unwrap_realtime_session(): + """Remove the instrumentation from RealtimeSession.""" + try: + from agents.realtime.session import RealtimeSession + except ImportError: + return + + if "__aenter__" in _original_methods: + RealtimeSession.__aenter__ = _original_methods["__aenter__"] + if "__aexit__" in _original_methods: + RealtimeSession.__aexit__ = _original_methods["__aexit__"] + if "_put_event" in _original_methods: + RealtimeSession._put_event = _original_methods["_put_event"] + if "send_message" in _original_methods: + RealtimeSession.send_message = _original_methods["send_message"] + + _original_methods.clear() + _tracing_states.clear() diff --git a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/utils.py b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/utils.py index e8f6e33a55..7e907eee0f 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/utils.py +++ b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/utils.py @@ -6,6 +6,10 @@ import traceback from opentelemetry import context as context_api +# Handoff span attribute names +GEN_AI_HANDOFF_FROM_AGENT = "gen_ai.handoff.from_agent" +GEN_AI_HANDOFF_TO_AGENT = "gen_ai.handoff.to_agent" + def set_span_attribute(span, name, value): if value is not None: diff --git a/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml b/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml index 76caaae9d3..458dcd69ff 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml +++ b/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml @@ -34,7 +34,7 @@ dev = [ ] test = [ "litellm>=1.71.2,<2", - "openai-agents>=0.2.7,<0.3.0", + "openai-agents>=0.6.9", "opentelemetry-sdk>=1.38.0,<2", "pytest-asyncio>=1.0.0,<2", "pytest-recording>=0.13.1,<0.14.0", diff --git a/packages/opentelemetry-instrumentation-openai-agents/tests/conftest.py b/packages/opentelemetry-instrumentation-openai-agents/tests/conftest.py index 55579dfbae..49da80af86 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/tests/conftest.py +++ b/packages/opentelemetry-instrumentation-openai-agents/tests/conftest.py @@ -29,9 +29,9 @@ SET_AGENT_NAME_MOCK = MagicMock() # Create proper module mocks using types.ModuleType for better type safety -mock_traceloop = types.ModuleType('traceloop') -mock_sdk = types.ModuleType('traceloop.sdk') -mock_tracing = types.ModuleType('traceloop.sdk.tracing') +mock_traceloop = types.ModuleType("traceloop") +mock_sdk = types.ModuleType("traceloop.sdk") +mock_tracing = types.ModuleType("traceloop.sdk.tracing") # Set up the module hierarchy and add our mock function mock_tracing.set_agent_name = SET_AGENT_NAME_MOCK @@ -39,9 +39,9 @@ mock_traceloop.sdk = mock_sdk # Install mocks in sys.modules before any imports occur -sys.modules['traceloop'] = mock_traceloop -sys.modules['traceloop.sdk'] = mock_sdk -sys.modules['traceloop.sdk.tracing'] = mock_tracing +sys.modules["traceloop"] = mock_traceloop +sys.modules["traceloop.sdk"] = mock_sdk +sys.modules["traceloop.sdk.tracing"] = mock_tracing @pytest.fixture @@ -102,9 +102,7 @@ def test_agent(): name="testAgent", instructions="You are a helpful assistant that answers all questions", model="gpt-4.1", - model_settings=ModelSettings( - temperature=0.3, max_tokens=1024, top_p=0.2, frequency_penalty=1.3 - ), + model_settings=ModelSettings(temperature=0.3, max_tokens=1024, top_p=0.2, frequency_penalty=1.3), ) return test_agent @@ -138,13 +136,8 @@ def web_search_tool_agent(): @pytest.fixture(scope="session") def handoff_agent(): - - agent_a = Agent( - name="AgentA", instructions="Agent A does something.", model="gpt-4.1" - ) - agent_b = Agent( - name="AgentB", instructions="Agent B does something else.", model="gpt-4.1" - ) + agent_a = Agent(name="AgentA", instructions="Agent A does something.", model="gpt-4.1") + agent_b = Agent(name="AgentB", instructions="Agent B does something else.", model="gpt-4.1") class HandoffExample(BaseModel): message: str @@ -239,15 +232,10 @@ async def search_recipes(query: str = "") -> SearchResponse: ) @function_tool - async def plan_and_apply_recipe_modifications( - recipe: Recipe, modification_request: str - ) -> EditResponse: + async def plan_and_apply_recipe_modifications(recipe: Recipe, modification_request: str) -> EditResponse: """Plan modifications to a recipe based on user request and apply them.""" - if ( - "vegetarian" in modification_request.lower() - and "carbonara" in recipe.name.lower() - ): + if "vegetarian" in modification_request.lower() and "carbonara" in recipe.name.lower(): modified_recipe = Recipe( id=recipe.id, name="Vegetarian Carbonara", diff --git a/packages/opentelemetry-instrumentation-openai-agents/tests/test_complete_handoff_with_tools.py b/packages/opentelemetry-instrumentation-openai-agents/tests/test_complete_handoff_with_tools.py index 68572efc09..d4a17712c2 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/tests/test_complete_handoff_with_tools.py +++ b/packages/opentelemetry-instrumentation-openai-agents/tests/test_complete_handoff_with_tools.py @@ -83,12 +83,10 @@ async def test_router_analytics_complete_workflow(exporter, workflow_agents): assert handoff_occurred, "Handoff should have occurred" assert len(workflow_spans) == 1, f"Should have exactly 1 Agent Workflow span, found {len(workflow_spans)}" assert len(tool_spans) >= 1, ( - f"Analytics agent should have used tools, found {len(tool_spans)}: " - f"{[s.name for s in tool_spans]}" + f"Analytics agent should have used tools, found {len(tool_spans)}: {[s.name for s in tool_spans]}" ) assert len(root_spans) == 1, ( - f"Should have exactly 1 root span (Agent Workflow), found {len(root_spans)}: " - f"{[s.name for s in root_spans]}" + f"Should have exactly 1 root span (Agent Workflow), found {len(root_spans)}: {[s.name for s in root_spans]}" ) # Find the specific agents - Data Router might not create its own span if it immediately hands off @@ -101,8 +99,7 @@ async def test_router_analytics_complete_workflow(exporter, workflow_agents): f"{[s.name for s in analytics_spans]}" ) assert len(handoff_spans) >= 1, ( - f"Should have at least 1 handoff span, found {len(handoff_spans)}: " - f"{[s.name for s in handoff_spans]}" + f"Should have at least 1 handoff span, found {len(handoff_spans)}: {[s.name for s in handoff_spans]}" ) # Verify hierarchy: Analytics agent should be child of workflow span diff --git a/packages/opentelemetry-instrumentation-openai-agents/tests/test_openai_agents.py b/packages/opentelemetry-instrumentation-openai-agents/tests/test_openai_agents.py index eeaea44566..0c030334eb 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/tests/test_openai_agents.py +++ b/packages/opentelemetry-instrumentation-openai-agents/tests/test_openai_agents.py @@ -39,24 +39,9 @@ def test_dict_content_serialization(exporter): # Create a query with structured content as array of objects (multimodal format) # This should create dict structures that need serialization structured_query = [ - { - "role": "user", - "content": [ - {"type": "input_text", "text": "Hello, can you help me?"} - ] - }, - { - "role": "assistant", - "content": [ - {"type": "output_text", "text": "Of course! How can I help you?"} - ] - }, - { - "role": "user", - "content": [ - {"type": "input_text", "text": "What is the weather like?"} - ] - } + {"role": "user", "content": [{"type": "input_text", "text": "Hello, can you help me?"}]}, + {"role": "assistant", "content": [{"type": "output_text", "text": "Of course! How can I help you?"}]}, + {"role": "user", "content": [{"type": "input_text", "text": "What is the weather like?"}]}, ] # Run the agent with structured content @@ -67,20 +52,16 @@ def test_dict_content_serialization(exporter): # Look for any spans with prompt/content attributes for span in spans: for attr_name, attr_value in span.attributes.items(): - prompt_content_check = ( - ("prompt" in attr_name and "content" in attr_name) or - ("gen_ai.prompt" in attr_name and "content" in attr_name) + prompt_content_check = ("prompt" in attr_name and "content" in attr_name) or ( + "gen_ai.prompt" in attr_name and "content" in attr_name ) if prompt_content_check: # All content attributes should be strings, not dicts - error_msg = ( - f"Attribute {attr_name} should be a string, " - f"got {type(attr_value)}: {attr_value}" - ) + error_msg = f"Attribute {attr_name} should be a string, got {type(attr_value)}: {attr_value}" assert isinstance(attr_value, str), error_msg # If it looks like JSON, verify it can be parsed - if attr_value.startswith('{') and attr_value.endswith('}'): + if attr_value.startswith("{") and attr_value.endswith("}"): try: json.loads(attr_value) except json.JSONDecodeError: @@ -107,10 +88,7 @@ def test_agent_spans(exporter, test_agent): # Test agent span attributes (should NOT contain prompts/completions/usage/llm_params) assert agent_span.name == "testAgent.agent" assert agent_span.kind == agent_span.kind.CLIENT - assert ( - agent_span.attributes[SpanAttributes.TRACELOOP_SPAN_KIND] - == TraceloopSpanKindValues.AGENT.value - ) + assert agent_span.attributes[SpanAttributes.TRACELOOP_SPAN_KIND] == TraceloopSpanKindValues.AGENT.value assert agent_span.attributes[GenAIAttributes.GEN_AI_AGENT_NAME] == "testAgent" assert agent_span.attributes[GenAIAttributes.GEN_AI_SYSTEM] == "openai_agents" assert agent_span.status.status_code == StatusCode.OK @@ -187,28 +165,20 @@ def test_agent_with_function_tool_spans(exporter, function_tool_agent): agent_span = next(s for s in spans if s.name == "WeatherAgent.agent") tool_span = next(s for s in spans if s.name == "get_weather.tool") - assert ( - agent_span.attributes[SpanAttributes.TRACELOOP_SPAN_KIND] - == TraceloopSpanKindValues.AGENT.value - ) - assert ( - tool_span.attributes[SpanAttributes.TRACELOOP_SPAN_KIND] - == TraceloopSpanKindValues.TOOL.value - ) + assert agent_span.attributes[SpanAttributes.TRACELOOP_SPAN_KIND] == TraceloopSpanKindValues.AGENT.value + assert tool_span.attributes[SpanAttributes.TRACELOOP_SPAN_KIND] == TraceloopSpanKindValues.TOOL.value assert tool_span.kind == tool_span.kind.INTERNAL - assert tool_span.attributes[f"{GenAIAttributes.GEN_AI_COMPLETION}.tool.name"] == "get_weather" - assert tool_span.attributes[f"{GenAIAttributes.GEN_AI_COMPLETION}.tool.type"] == "FunctionTool" + assert tool_span.attributes[GenAIAttributes.GEN_AI_TOOL_NAME] == "get_weather" + assert tool_span.attributes[GenAIAttributes.GEN_AI_TOOL_TYPE] == "function" # Tool description is optional - only test if present - if f"{GenAIAttributes.GEN_AI_COMPLETION}.tool.description" in tool_span.attributes: + if GenAIAttributes.GEN_AI_TOOL_DESCRIPTION in tool_span.attributes: assert ( - tool_span.attributes[f"{GenAIAttributes.GEN_AI_COMPLETION}.tool.description"] + tool_span.attributes[GenAIAttributes.GEN_AI_TOOL_DESCRIPTION] == "Gets the current weather for a specified city." ) - assert tool_span.attributes[f"{GenAIAttributes.GEN_AI_COMPLETION}.tool.strict_json_schema"] is True - assert agent_span.status.status_code == StatusCode.OK assert tool_span.status.status_code == StatusCode.OK @@ -228,10 +198,7 @@ def test_agent_with_web_search_tool_spans(exporter, web_search_tool_agent): agent_span = next(s for s in spans if s.name == "SearchAgent.agent") # WebSearchTool doesn't create a separate tool span - it's handled differently than FunctionTool - assert ( - agent_span.attributes[SpanAttributes.TRACELOOP_SPAN_KIND] - == TraceloopSpanKindValues.AGENT.value - ) + assert agent_span.attributes[SpanAttributes.TRACELOOP_SPAN_KIND] == TraceloopSpanKindValues.AGENT.value # WebSearchTool attributes should be on the agent span or response span # For now, just verify the agent span works correctly @@ -240,7 +207,6 @@ def test_agent_with_web_search_tool_spans(exporter, web_search_tool_agent): @pytest.mark.vcr def test_agent_with_handoff_spans(exporter, handoff_agent): - query = "Please handle this task by delegating to another agent." Runner.run_sync( handoff_agent, @@ -260,15 +226,11 @@ def test_agent_with_handoff_spans(exporter, handoff_agent): # Verify the agent span was created successfully assert agent_a_span.status.status_code == StatusCode.OK - assert ( - agent_a_span.attributes[SpanAttributes.TRACELOOP_SPAN_KIND] - == TraceloopSpanKindValues.AGENT.value - ) + assert agent_a_span.attributes[SpanAttributes.TRACELOOP_SPAN_KIND] == TraceloopSpanKindValues.AGENT.value @pytest.mark.vcr def test_generate_metrics(metrics_test_context, test_agent): - provider, reader = metrics_test_context query = "What is AI?" @@ -293,7 +255,6 @@ def test_generate_metrics(metrics_test_context, test_agent): for rm in resource_metrics: for sm in rm.scope_metrics: for metric in sm.metrics: - if metric.name == Meters.LLM_TOKEN_USAGE: found_token_metric = True for data_point in metric.data.data_points: @@ -306,12 +267,8 @@ def test_generate_metrics(metrics_test_context, test_agent): if metric.name == Meters.LLM_OPERATION_DURATION: found_duration_metric = True - assert any( - data_point.count > 0 for data_point in metric.data.data_points - ) - assert any( - data_point.sum > 0 for data_point in metric.data.data_points - ) + assert any(data_point.count > 0 for data_point in metric.data.data_points) + assert any(data_point.sum > 0 for data_point in metric.data.data_points) assert found_token_metric is True assert found_duration_metric is True @@ -319,9 +276,7 @@ def test_generate_metrics(metrics_test_context, test_agent): @pytest.mark.vcr @pytest.mark.asyncio -async def test_recipe_workflow_agent_handoffs_with_function_tools( - exporter, recipe_workflow_agents -): +async def test_recipe_workflow_agent_handoffs_with_function_tools(exporter, recipe_workflow_agents): """Test agent handoffs with function tools - simplified to test basic agent functionality.""" main_chat_agent, recipe_editor_agent = recipe_workflow_agents @@ -351,10 +306,7 @@ async def test_recipe_workflow_agent_handoffs_with_function_tools( search_tool_spans = [s for s in non_rest_spans if s.name == "search_recipes.tool"] if search_tool_spans: search_tool_span = search_tool_spans[0] - assert ( - search_tool_span.attributes[SpanAttributes.TRACELOOP_SPAN_KIND] - == TraceloopSpanKindValues.TOOL.value - ) + assert search_tool_span.attributes[SpanAttributes.TRACELOOP_SPAN_KIND] == TraceloopSpanKindValues.TOOL.value assert search_tool_span.status.status_code == StatusCode.OK # Verify basic span structure is working @@ -384,9 +336,7 @@ async def compose_music(style: str, key: str) -> str: # Create composer agent with function tools composer_agent = Agent( name="Symphony Composer", - instructions=( - "You compose and arrange symphonic music pieces using your composition tools." - ), + instructions=("You compose and arrange symphonic music pieces using your composition tools."), model="gpt-4o", tools=[compose_music], ) @@ -395,8 +345,7 @@ async def compose_music(style: str, key: str) -> str: conductor_agent = Agent( name="Orchestra Conductor", instructions=( - "You coordinate musical performances. When users ask for composition, " - "hand off to the Symphony Composer." + "You coordinate musical performances. When users ask for composition, hand off to the Symphony Composer." ), model="gpt-4o", handoffs=[composer_agent], @@ -539,18 +488,14 @@ async def get_city_info(city_name: str) -> str: content_key = f"{SpanAttributes.LLM_PROMPTS}.{i}.content" tool_call_id_key = f"{SpanAttributes.LLM_PROMPTS}.{i}.tool_call_id" - assert content_key in second_response_span.attributes, ( - f"Tool result content not found at {content_key}" - ) + assert content_key in second_response_span.attributes, f"Tool result content not found at {content_key}" content = second_response_span.attributes[content_key] assert len(content) > 0, "Tool result content should not be empty" assert "London" in content or "9000000" in content or "United Kingdom" in content, ( f"Expected tool result to contain city info, got: {content}" ) - assert tool_call_id_key in second_response_span.attributes, ( - f"Tool call ID not found at {tool_call_id_key}" - ) + assert tool_call_id_key in second_response_span.attributes, f"Tool call ID not found at {tool_call_id_key}" tool_call_id = second_response_span.attributes[tool_call_id_key] assert len(tool_call_id) > 0, "Tool call ID should not be empty" diff --git a/packages/opentelemetry-instrumentation-openai-agents/tests/test_realtime.py b/packages/opentelemetry-instrumentation-openai-agents/tests/test_realtime.py new file mode 100644 index 0000000000..02a030a72f --- /dev/null +++ b/packages/opentelemetry-instrumentation-openai-agents/tests/test_realtime.py @@ -0,0 +1,419 @@ +""" +Tests for OpenAI Agents SDK Realtime instrumentation. + +The realtime API uses WebSockets, which cannot be recorded with VCR. +These tests use comprehensive mocking to simulate the span data types. +""" + +import pytest +from unittest.mock import MagicMock, patch +from opentelemetry.sdk.trace import TracerProvider +from opentelemetry.sdk.trace.export.in_memory_span_exporter import InMemorySpanExporter +from opentelemetry.sdk.trace.export import SimpleSpanProcessor +from opentelemetry.trace import StatusCode +from opentelemetry.semconv_ai import SpanAttributes +from opentelemetry.semconv._incubating.attributes import ( + gen_ai_attributes as GenAIAttributes, +) + + +class MockSpanData: + """Base mock for span data.""" + + def __init__(self, **kwargs): + for key, value in kwargs.items(): + setattr(self, key, value) + + +class MockSpeechSpanData(MockSpanData): + """Mock for SpeechSpanData.""" + + def __init__(self, **kwargs): + super().__init__(**kwargs) + self.type = "speech" + + +class MockTranscriptionSpanData(MockSpanData): + """Mock for TranscriptionSpanData.""" + + def __init__(self, **kwargs): + super().__init__(**kwargs) + self.type = "transcription" + + +class MockSpeechGroupSpanData(MockSpanData): + """Mock for SpeechGroupSpanData.""" + + def __init__(self, **kwargs): + super().__init__(**kwargs) + self.type = "speech_group" + + +class MockAgentSpan: + """Mock for an agents SDK span.""" + + def __init__(self, span_data, trace_id="test-trace-123", error=None): + self.span_data = span_data + self.trace_id = trace_id + self.error = error + + +@pytest.fixture +def tracer_provider_and_exporter(): + """Create a tracer provider with in-memory exporter.""" + exporter = InMemorySpanExporter() + provider = TracerProvider() + provider.add_span_processor(SimpleSpanProcessor(exporter)) + return provider, exporter + + +class TestRealtimeSpeechSpans: + """Test speech synthesis span instrumentation.""" + + def test_speech_span_start_creates_otel_span(self, tracer_provider_and_exporter): + """Test that SpeechSpanData creates an OpenTelemetry span.""" + from opentelemetry.instrumentation.openai_agents._hooks import ( + OpenTelemetryTracingProcessor, + ) + + provider, exporter = tracer_provider_and_exporter + tracer = provider.get_tracer("test") + processor = OpenTelemetryTracingProcessor(tracer) + + # Create a mock trace first + mock_trace = MagicMock() + mock_trace.trace_id = "test-trace-123" + processor.on_trace_start(mock_trace) + + # Mock the span data with type name matching + speech_data = MockSpeechSpanData( + model="tts-1", + output_format="mp3", + input="Hello, world!", + ) + speech_data.__class__.__name__ = "SpeechSpanData" + + mock_span = MockAgentSpan(speech_data, trace_id="test-trace-123") + + # Patch the module-level variables directly + import opentelemetry.instrumentation.openai_agents._hooks as hooks_module + + with ( + patch.object(hooks_module, "_has_realtime_spans", True), + patch.object(hooks_module, "SpeechSpanData", MockSpeechSpanData), + patch.object(hooks_module, "TranscriptionSpanData", MockTranscriptionSpanData), + patch.object(hooks_module, "SpeechGroupSpanData", MockSpeechGroupSpanData), + ): + processor.on_span_start(mock_span) + processor.on_span_end(mock_span) + + # End the trace + processor.on_trace_end(mock_trace) + + spans = exporter.get_finished_spans() + span_names = [s.name for s in spans] + + assert "Agent Workflow" in span_names + assert "openai.realtime.speech" in span_names + + speech_span = next(s for s in spans if s.name == "openai.realtime.speech") + assert speech_span.attributes[SpanAttributes.LLM_REQUEST_TYPE] == "realtime" + assert speech_span.attributes["gen_ai.system"] == "openai" + assert speech_span.attributes["gen_ai.operation.name"] == "speech" + assert speech_span.status.status_code == StatusCode.OK + + def test_speech_span_captures_model_and_format(self, tracer_provider_and_exporter): + """Test that speech span captures model and output format.""" + from opentelemetry.instrumentation.openai_agents._hooks import ( + OpenTelemetryTracingProcessor, + ) + + provider, exporter = tracer_provider_and_exporter + tracer = provider.get_tracer("test") + processor = OpenTelemetryTracingProcessor(tracer) + + mock_trace = MagicMock() + mock_trace.trace_id = "test-trace-456" + processor.on_trace_start(mock_trace) + + speech_data = MockSpeechSpanData( + model="tts-1-hd", + output_format="opus", + input="Convert this text to speech", + ) + speech_data.__class__.__name__ = "SpeechSpanData" + + mock_span = MockAgentSpan(speech_data, trace_id="test-trace-456") + + # Patch the module-level variables directly + import opentelemetry.instrumentation.openai_agents._hooks as hooks_module + + with ( + patch.object(hooks_module, "_has_realtime_spans", True), + patch.object(hooks_module, "SpeechSpanData", MockSpeechSpanData), + patch.object(hooks_module, "TranscriptionSpanData", MockTranscriptionSpanData), + patch.object(hooks_module, "SpeechGroupSpanData", MockSpeechGroupSpanData), + ): + processor.on_span_start(mock_span) + processor.on_span_end(mock_span) + + processor.on_trace_end(mock_trace) + + spans = exporter.get_finished_spans() + speech_span = next((s for s in spans if s.name == "openai.realtime.speech"), None) + + assert speech_span is not None + attrs = dict(speech_span.attributes) + # Check model was captured on span start + assert attrs.get(GenAIAttributes.GEN_AI_REQUEST_MODEL) == "tts-1-hd" + + +class TestRealtimeTranscriptionSpans: + """Test transcription span instrumentation.""" + + def test_transcription_span_start_creates_otel_span(self, tracer_provider_and_exporter): + """Test that TranscriptionSpanData creates an OpenTelemetry span.""" + from opentelemetry.instrumentation.openai_agents._hooks import ( + OpenTelemetryTracingProcessor, + ) + + provider, exporter = tracer_provider_and_exporter + tracer = provider.get_tracer("test") + processor = OpenTelemetryTracingProcessor(tracer) + + mock_trace = MagicMock() + mock_trace.trace_id = "test-trace-789" + processor.on_trace_start(mock_trace) + + transcription_data = MockTranscriptionSpanData( + model="whisper-1", + input_format="wav", + ) + transcription_data.__class__.__name__ = "TranscriptionSpanData" + + mock_span = MockAgentSpan(transcription_data, trace_id="test-trace-789") + + # Patch the module-level variables directly + import opentelemetry.instrumentation.openai_agents._hooks as hooks_module + + with ( + patch.object(hooks_module, "_has_realtime_spans", True), + patch.object(hooks_module, "SpeechSpanData", MockSpeechSpanData), + patch.object(hooks_module, "TranscriptionSpanData", MockTranscriptionSpanData), + patch.object(hooks_module, "SpeechGroupSpanData", MockSpeechGroupSpanData), + ): + processor.on_span_start(mock_span) + processor.on_span_end(mock_span) + + processor.on_trace_end(mock_trace) + + spans = exporter.get_finished_spans() + span_names = [s.name for s in spans] + + assert "openai.realtime.transcription" in span_names + + transcription_span = next(s for s in spans if s.name == "openai.realtime.transcription") + assert transcription_span.attributes[SpanAttributes.LLM_REQUEST_TYPE] == "realtime" + assert transcription_span.attributes["gen_ai.system"] == "openai" + assert transcription_span.attributes["gen_ai.operation.name"] == "transcription" + + def test_transcription_span_captures_model_and_format(self, tracer_provider_and_exporter): + """Test that transcription span captures model and input format.""" + from opentelemetry.instrumentation.openai_agents._hooks import ( + OpenTelemetryTracingProcessor, + ) + + provider, exporter = tracer_provider_and_exporter + tracer = provider.get_tracer("test") + processor = OpenTelemetryTracingProcessor(tracer) + + mock_trace = MagicMock() + mock_trace.trace_id = "test-trace-abc" + processor.on_trace_start(mock_trace) + + transcription_data = MockTranscriptionSpanData( + model="whisper-1", + input_format="mp3", + ) + transcription_data.__class__.__name__ = "TranscriptionSpanData" + + mock_span = MockAgentSpan(transcription_data, trace_id="test-trace-abc") + + # Patch the module-level variables directly + import opentelemetry.instrumentation.openai_agents._hooks as hooks_module + + with ( + patch.object(hooks_module, "_has_realtime_spans", True), + patch.object(hooks_module, "SpeechSpanData", MockSpeechSpanData), + patch.object(hooks_module, "TranscriptionSpanData", MockTranscriptionSpanData), + patch.object(hooks_module, "SpeechGroupSpanData", MockSpeechGroupSpanData), + ): + processor.on_span_start(mock_span) + processor.on_span_end(mock_span) + + processor.on_trace_end(mock_trace) + + spans = exporter.get_finished_spans() + transcription_span = next((s for s in spans if s.name == "openai.realtime.transcription"), None) + + assert transcription_span is not None + attrs = dict(transcription_span.attributes) + # Check model was captured on span start + assert attrs.get(GenAIAttributes.GEN_AI_REQUEST_MODEL) == "whisper-1" + + +class TestRealtimeSpeechGroupSpans: + """Test speech group span instrumentation.""" + + def test_speech_group_span_creates_otel_span(self, tracer_provider_and_exporter): + """Test that SpeechGroupSpanData creates an OpenTelemetry span.""" + from opentelemetry.instrumentation.openai_agents._hooks import ( + OpenTelemetryTracingProcessor, + ) + + provider, exporter = tracer_provider_and_exporter + tracer = provider.get_tracer("test") + processor = OpenTelemetryTracingProcessor(tracer) + + mock_trace = MagicMock() + mock_trace.trace_id = "test-trace-def" + processor.on_trace_start(mock_trace) + + speech_group_data = MockSpeechGroupSpanData( + input="Group of speech segments", + ) + speech_group_data.__class__.__name__ = "SpeechGroupSpanData" + + mock_span = MockAgentSpan(speech_group_data, trace_id="test-trace-def") + + # Patch the module-level variables directly + import opentelemetry.instrumentation.openai_agents._hooks as hooks_module + + with ( + patch.object(hooks_module, "_has_realtime_spans", True), + patch.object(hooks_module, "SpeechSpanData", MockSpeechSpanData), + patch.object(hooks_module, "TranscriptionSpanData", MockTranscriptionSpanData), + patch.object(hooks_module, "SpeechGroupSpanData", MockSpeechGroupSpanData), + ): + processor.on_span_start(mock_span) + processor.on_span_end(mock_span) + + processor.on_trace_end(mock_trace) + + spans = exporter.get_finished_spans() + span_names = [s.name for s in spans] + + assert "openai.realtime.speech_group" in span_names + + speech_group_span = next(s for s in spans if s.name == "openai.realtime.speech_group") + assert speech_group_span.attributes[SpanAttributes.LLM_REQUEST_TYPE] == "realtime" + assert speech_group_span.attributes["gen_ai.system"] == "openai" + assert speech_group_span.attributes["gen_ai.operation.name"] == "speech_group" + assert speech_group_span.status.status_code == StatusCode.OK + + +class TestRealtimeErrorHandling: + """Test error handling for realtime spans.""" + + def test_speech_span_with_error(self, tracer_provider_and_exporter): + """Test that errors are properly recorded on speech spans.""" + from opentelemetry.instrumentation.openai_agents._hooks import ( + OpenTelemetryTracingProcessor, + ) + + provider, exporter = tracer_provider_and_exporter + tracer = provider.get_tracer("test") + processor = OpenTelemetryTracingProcessor(tracer) + + mock_trace = MagicMock() + mock_trace.trace_id = "test-trace-err" + processor.on_trace_start(mock_trace) + + speech_data = MockSpeechSpanData( + model="tts-1", + input="This will fail", + ) + speech_data.__class__.__name__ = "SpeechSpanData" + + mock_span = MockAgentSpan(speech_data, trace_id="test-trace-err", error="Connection timeout") + + # Patch the module-level variables directly + import opentelemetry.instrumentation.openai_agents._hooks as hooks_module + + with ( + patch.object(hooks_module, "_has_realtime_spans", True), + patch.object(hooks_module, "SpeechSpanData", MockSpeechSpanData), + patch.object(hooks_module, "TranscriptionSpanData", MockTranscriptionSpanData), + patch.object(hooks_module, "SpeechGroupSpanData", MockSpeechGroupSpanData), + ): + processor.on_span_start(mock_span) + processor.on_span_end(mock_span) + + processor.on_trace_end(mock_trace) + + spans = exporter.get_finished_spans() + speech_span = next((s for s in spans if s.name == "openai.realtime.speech"), None) + + if speech_span: + assert speech_span.status.status_code == StatusCode.ERROR + + +class TestRealtimeSpanHierarchy: + """Test span hierarchy for realtime operations.""" + + def test_realtime_spans_nested_under_workflow(self, tracer_provider_and_exporter): + """Test that realtime spans are properly nested under workflow span.""" + from opentelemetry.instrumentation.openai_agents._hooks import ( + OpenTelemetryTracingProcessor, + ) + + provider, exporter = tracer_provider_and_exporter + tracer = provider.get_tracer("test") + processor = OpenTelemetryTracingProcessor(tracer) + + mock_trace = MagicMock() + mock_trace.trace_id = "test-trace-hierarchy" + processor.on_trace_start(mock_trace) + + # Create multiple realtime spans + speech_data = MockSpeechSpanData(model="tts-1", input="Hello") + speech_data.__class__.__name__ = "SpeechSpanData" + speech_span = MockAgentSpan(speech_data, trace_id="test-trace-hierarchy") + + transcription_data = MockTranscriptionSpanData(model="whisper-1") + transcription_data.__class__.__name__ = "TranscriptionSpanData" + transcription_span = MockAgentSpan(transcription_data, trace_id="test-trace-hierarchy") + + # Patch the module-level variables directly + import opentelemetry.instrumentation.openai_agents._hooks as hooks_module + + with ( + patch.object(hooks_module, "_has_realtime_spans", True), + patch.object(hooks_module, "SpeechSpanData", MockSpeechSpanData), + patch.object(hooks_module, "TranscriptionSpanData", MockTranscriptionSpanData), + patch.object(hooks_module, "SpeechGroupSpanData", MockSpeechGroupSpanData), + ): + processor.on_span_start(speech_span) + processor.on_span_end(speech_span) + + processor.on_span_start(transcription_span) + processor.on_span_end(transcription_span) + + processor.on_trace_end(mock_trace) + + spans = exporter.get_finished_spans() + workflow_span = next(s for s in spans if s.name == "Agent Workflow") + speech_otel_span = next((s for s in spans if s.name == "openai.realtime.speech"), None) + transcription_otel_span = next((s for s in spans if s.name == "openai.realtime.transcription"), None) + + # Verify workflow is root + assert workflow_span.parent is None + + # Verify realtime spans have workflow as parent + if speech_otel_span: + assert speech_otel_span.parent is not None + assert speech_otel_span.parent.span_id == workflow_span.context.span_id + + if transcription_otel_span: + assert transcription_otel_span.parent is not None + assert transcription_otel_span.parent.span_id == workflow_span.context.span_id diff --git a/packages/opentelemetry-instrumentation-openai-agents/tests/test_realtime_session.py b/packages/opentelemetry-instrumentation-openai-agents/tests/test_realtime_session.py new file mode 100644 index 0000000000..c8af1b3d6d --- /dev/null +++ b/packages/opentelemetry-instrumentation-openai-agents/tests/test_realtime_session.py @@ -0,0 +1,477 @@ +"""Tests for realtime session instrumentation via wrapper patching.""" + +import pytest +from opentelemetry.sdk.trace import TracerProvider +from opentelemetry.sdk.trace.export.in_memory_span_exporter import InMemorySpanExporter + +from opentelemetry.instrumentation.openai_agents._realtime_wrappers import ( + RealtimeTracingState, + wrap_realtime_session, + unwrap_realtime_session, +) + + +@pytest.fixture +def tracer_provider(): + """Create a tracer provider with in-memory exporter.""" + provider = TracerProvider() + exporter = InMemorySpanExporter() + from opentelemetry.sdk.trace.export import SimpleSpanProcessor + + provider.add_span_processor(SimpleSpanProcessor(exporter)) + return provider, exporter + + +@pytest.fixture +def tracer(tracer_provider): + """Get a tracer from the provider.""" + provider, _ = tracer_provider + return provider.get_tracer("test-tracer") + + +class TestRealtimeTracingState: + """Tests for the RealtimeTracingState class.""" + + def test_start_workflow_span(self, tracer, tracer_provider): + """Test starting a workflow span.""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + + span = state.start_workflow_span("Test Agent") + + assert span is not None + assert state.workflow_span is span + + def test_end_workflow_span(self, tracer, tracer_provider): + """Test ending a workflow span.""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + state.start_workflow_span("Test Agent") + + state.end_workflow_span() + + assert state.workflow_span is None + spans = exporter.get_finished_spans() + assert len(spans) == 1 + assert spans[0].name == "Realtime Session" + + def test_start_agent_span(self, tracer, tracer_provider): + """Test starting an agent span.""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + state.start_workflow_span("Test Agent") + + span = state.start_agent_span("Voice Assistant") + + assert span is not None + assert "Voice Assistant" in state.agent_spans + assert state.current_agent_name == "Voice Assistant" + + def test_end_agent_span(self, tracer, tracer_provider): + """Test ending an agent span. + + Note: Agent spans are kept open across turns and only fully ended during cleanup + to avoid redundant spans for multi-turn conversations. + """ + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + state.start_workflow_span("Test Agent") + state.start_agent_span("Voice Assistant") + + state.end_agent_span("Voice Assistant") + # Agent span is still active (kept open for potential continuation) + assert "Voice Assistant" in state.agent_spans + + # Cleanup properly ends all spans + state.cleanup() + state.end_workflow_span() + + spans = exporter.get_finished_spans() + assert any(s.name == "Voice Assistant.agent" for s in spans) + + def test_start_tool_span(self, tracer, tracer_provider): + """Test starting a tool span.""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + state.start_workflow_span("Test Agent") + state.start_agent_span("Voice Assistant") + + span = state.start_tool_span("get_weather", "Voice Assistant") + + assert span is not None + assert "get_weather" in state.tool_spans + + def test_end_tool_span_with_output(self, tracer, tracer_provider): + """Test ending a tool span with output.""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + state.start_workflow_span("Test Agent") + state.start_tool_span("get_weather") + + state.end_tool_span("get_weather", output="Sunny, 72F") + + assert "get_weather" not in state.tool_spans + spans = exporter.get_finished_spans() + tool_span = next(s for s in spans if s.name == "get_weather.tool") + assert tool_span.attributes.get("gen_ai.tool.call.result") == "Sunny, 72F" + + def test_create_handoff_span(self, tracer, tracer_provider): + """Test creating a handoff span.""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + state.start_workflow_span("Test Agent") + state.start_agent_span("Main Assistant") + + state.create_handoff_span("Main Assistant", "Weather Expert") + + spans = exporter.get_finished_spans() + handoff_span = next(s for s in spans if "handoff" in s.name) + assert handoff_span.attributes.get("gen_ai.handoff.from_agent") == "Main Assistant" + assert handoff_span.attributes.get("gen_ai.handoff.to_agent") == "Weather Expert" + + def test_start_audio_span(self, tracer, tracer_provider): + """Test starting an audio span.""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + state.start_workflow_span("Test Agent") + + span = state.start_audio_span("item_123", 0) + + assert span is not None + assert "item_123:0" in state.audio_spans + + def test_end_audio_span(self, tracer, tracer_provider): + """Test ending an audio span.""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + state.start_workflow_span("Test Agent") + state.start_audio_span("item_123", 0) + + state.end_audio_span("item_123", 0) + + assert "item_123:0" not in state.audio_spans + spans = exporter.get_finished_spans() + assert any(s.name == "openai.realtime" for s in spans) + + def test_record_error_on_agent_span(self, tracer, tracer_provider): + """Test recording an error on the current agent span.""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + state.start_workflow_span("Test Agent") + state.start_agent_span("Voice Assistant") + + state.record_error("Connection timeout") + + # The error should be recorded on the agent span using OTel semconv + assert state.agent_spans["Voice Assistant"].attributes.get("error.message") == "Connection timeout" + + def test_record_prompt(self, tracer, tracer_provider): + """Test recording a prompt message (buffers for LLM span).""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + state.start_workflow_span("Test Agent") + state.start_agent_span("Voice Assistant") + + state.record_prompt("user", "What is the weather?") + + # The prompt should be buffered as (role, content) tuple + assert ("user", "What is the weather?") in state.pending_prompts + + def test_record_completion_creates_llm_span(self, tracer, tracer_provider): + """Test that recording a completion creates a dedicated LLM span.""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + state.start_workflow_span("Test Agent") + state.start_agent_span("Voice Assistant") + + # Record a prompt first, then completion + state.record_prompt("user", "What is the weather?") + state.record_completion("assistant", "The weather is sunny.") + + # End spans to export them + state.end_agent_span("Voice Assistant") + state.end_workflow_span() + + # Check that an LLM span was created + spans = exporter.get_finished_spans() + llm_spans = [s for s in spans if s.name == "openai.realtime"] + assert len(llm_spans) == 1 + + llm_span = llm_spans[0] + assert llm_span.attributes.get("gen_ai.prompt.0.role") == "user" + assert llm_span.attributes.get("gen_ai.prompt.0.content") == "What is the weather?" + assert llm_span.attributes.get("gen_ai.completion.0.role") == "assistant" + assert llm_span.attributes.get("gen_ai.completion.0.content") == "The weather is sunny." + + def test_multiple_llm_spans(self, tracer, tracer_provider): + """Test that multiple prompt/completion pairs create multiple LLM spans.""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + state.start_workflow_span("Test Agent") + state.start_agent_span("Voice Assistant") + + # First exchange + state.record_prompt("user", "Hello") + state.record_completion("assistant", "Hi there!") + + # Second exchange + state.record_prompt("user", "What is the weather?") + state.record_completion("assistant", "It's sunny.") + + # End spans to export them + state.end_agent_span("Voice Assistant") + state.end_workflow_span() + + # Check that two LLM spans were created + spans = exporter.get_finished_spans() + llm_spans = [s for s in spans if s.name == "openai.realtime"] + assert len(llm_spans) == 2 + + # First span should have "Hello" and "Hi there!" + assert llm_spans[0].attributes.get("gen_ai.prompt.0.content") == "Hello" + assert llm_spans[0].attributes.get("gen_ai.completion.0.content") == "Hi there!" + + # Second span should have "What is the weather?" and "It's sunny." + assert llm_spans[1].attributes.get("gen_ai.prompt.0.content") == "What is the weather?" + assert llm_spans[1].attributes.get("gen_ai.completion.0.content") == "It's sunny." + + def test_cleanup_ends_all_spans(self, tracer, tracer_provider): + """Test that cleanup ends all remaining spans.""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + state.start_workflow_span("Test Agent") + state.start_agent_span("Voice Assistant") + state.start_tool_span("get_weather") + state.start_audio_span("item_123", 0) + + state.cleanup() + + assert len(state.agent_spans) == 0 + assert len(state.tool_spans) == 0 + assert len(state.audio_spans) == 0 + assert state.workflow_span is None + + spans = exporter.get_finished_spans() + assert len(spans) == 4 # workflow, agent, tool, audio + + def test_record_usage_dict(self, tracer, tracer_provider): + """Test recording token usage from a dict.""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + state.start_workflow_span("Test Agent") + state.start_agent_span("Voice Assistant") + + state.record_usage( + { + "input_tokens": 100, + "output_tokens": 50, + "total_tokens": 150, + } + ) + + assert state.pending_usage is not None + assert state.pending_usage["input_tokens"] == 100 + assert state.pending_usage["output_tokens"] == 50 + + def test_usage_attributes_on_llm_span(self, tracer, tracer_provider): + """Test that token usage appears on the LLM span.""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + state.start_workflow_span("Test Agent") + state.start_agent_span("Voice Assistant") + + state.record_prompt("user", "Hello") + state.record_usage( + { + "input_tokens": 100, + "output_tokens": 50, + "total_tokens": 150, + } + ) + state.record_completion("assistant", "Hi there!") + + state.cleanup() + state.end_workflow_span() + + spans = exporter.get_finished_spans() + llm_span = next(s for s in spans if s.name == "openai.realtime") + + assert llm_span.attributes.get("gen_ai.usage.input_tokens") == 100 + assert llm_span.attributes.get("gen_ai.usage.output_tokens") == 50 + + def test_usage_cleared_after_span(self, tracer, tracer_provider): + """Test that pending usage is cleared after being applied to a span.""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + state.start_workflow_span("Test Agent") + state.start_agent_span("Voice Assistant") + + state.record_prompt("user", "Hello") + state.record_usage({"input_tokens": 100, "output_tokens": 50, "total_tokens": 150}) + state.record_completion("assistant", "Hi!") + + assert state.pending_usage is None + + def test_duplicate_completion_ignored(self, tracer, tracer_provider): + """Test that duplicate completions are ignored.""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + state.start_workflow_span("Test Agent") + state.start_agent_span("Voice Assistant") + + state.record_prompt("user", "Hello") + state.record_completion("assistant", "Hi there!") + state.record_completion("assistant", "Hi there!") # Duplicate + + state.cleanup() + state.end_workflow_span() + + spans = exporter.get_finished_spans() + llm_spans = [s for s in spans if s.name == "openai.realtime"] + assert len(llm_spans) == 1 + + +class TestRealtimeSessionWrapping: + """Tests for the session wrapping functionality.""" + + def test_wrap_and_unwrap(self, tracer): + """Test that wrapping and unwrapping works without errors.""" + # This just tests that the functions don't raise exceptions + wrap_realtime_session(tracer) + unwrap_realtime_session() + + +class TestSpanTiming: + """Tests for span timing and duration.""" + + def test_llm_span_starts_after_agent_span(self, tracer, tracer_provider): + """Test that LLM span start time is >= agent span start time.""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + + state.start_workflow_span("Test Agent") + state.start_agent_span("Voice Assistant") + state.record_prompt("user", "Hello") + state.record_completion("assistant", "Hi!") + + state.cleanup() + state.end_workflow_span() + + spans = exporter.get_finished_spans() + agent_span = next(s for s in spans if s.name == "Voice Assistant.agent") + llm_span = next(s for s in spans if s.name == "openai.realtime") + + assert llm_span.start_time >= agent_span.start_time + + def test_llm_span_ends_before_agent_span(self, tracer, tracer_provider): + """Test that LLM span ends before or when agent span ends.""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + + state.start_workflow_span("Test Agent") + state.start_agent_span("Voice Assistant") + state.record_prompt("user", "Hello") + state.record_completion("assistant", "Hi!") + + state.cleanup() + state.end_workflow_span() + + spans = exporter.get_finished_spans() + agent_span = next(s for s in spans if s.name == "Voice Assistant.agent") + llm_span = next(s for s in spans if s.name == "openai.realtime") + + assert llm_span.end_time <= agent_span.end_time + + def test_tool_span_within_agent_timeframe(self, tracer, tracer_provider): + """Test that tool span is within agent span timeframe.""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + + state.start_workflow_span("Test Agent") + state.start_agent_span("Voice Assistant") + state.start_tool_span("get_weather", "Voice Assistant") + state.end_tool_span("get_weather", output="Sunny") + + state.cleanup() + state.end_workflow_span() + + spans = exporter.get_finished_spans() + agent_span = next(s for s in spans if s.name == "Voice Assistant.agent") + tool_span = next(s for s in spans if s.name == "get_weather.tool") + + assert tool_span.start_time >= agent_span.start_time + assert tool_span.end_time <= agent_span.end_time + + def test_llm_span_has_duration(self, tracer, tracer_provider): + """Test that LLM span has non-zero duration.""" + import time + + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + + state.start_workflow_span("Test Agent") + state.start_agent_span("Voice Assistant") + state.record_prompt("user", "Hello") + time.sleep(0.01) # Small delay to ensure measurable duration + state.record_completion("assistant", "Hi!") + + state.cleanup() + state.end_workflow_span() + + spans = exporter.get_finished_spans() + llm_span = next(s for s in spans if s.name == "openai.realtime") + + duration_ns = llm_span.end_time - llm_span.start_time + assert duration_ns > 0 + + +class TestSpanHierarchy: + """Tests for proper span hierarchy in realtime sessions.""" + + def test_tool_span_parented_under_agent(self, tracer, tracer_provider): + """Test that tool spans are properly parented under agent spans.""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + + # Start hierarchy + state.start_workflow_span("Test Agent") + state.start_agent_span("Voice Assistant") + state.start_tool_span("get_weather", "Voice Assistant") + + # End hierarchy + state.end_tool_span("get_weather") + state.end_agent_span("Voice Assistant") + state.cleanup() # Agent spans are ended during cleanup + state.end_workflow_span() + + spans = exporter.get_finished_spans() + + # Find spans + workflow_span = next(s for s in spans if s.name == "Realtime Session") + agent_span = next(s for s in spans if s.name == "Voice Assistant.agent") + tool_span = next(s for s in spans if s.name == "get_weather.tool") + + # Verify hierarchy + assert agent_span.parent.span_id == workflow_span.context.span_id + assert tool_span.parent.span_id == agent_span.context.span_id + + def test_audio_span_parented_under_current_agent(self, tracer, tracer_provider): + """Test that audio spans are parented under the current agent.""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + + state.start_workflow_span("Test Agent") + state.start_agent_span("Voice Assistant") + state.start_audio_span("item_123", 0) + + state.end_audio_span("item_123", 0) + state.end_agent_span("Voice Assistant") + state.cleanup() # Agent spans are ended during cleanup + state.end_workflow_span() + + spans = exporter.get_finished_spans() + + agent_span = next(s for s in spans if s.name == "Voice Assistant.agent") + audio_span = next(s for s in spans if s.name == "openai.realtime") + + assert audio_span.parent.span_id == agent_span.context.span_id diff --git a/packages/opentelemetry-instrumentation-openai-agents/tests/test_recipe_agents_hierarchy.py b/packages/opentelemetry-instrumentation-openai-agents/tests/test_recipe_agents_hierarchy.py index 544f844f84..f80a908e36 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/tests/test_recipe_agents_hierarchy.py +++ b/packages/opentelemetry-instrumentation-openai-agents/tests/test_recipe_agents_hierarchy.py @@ -36,6 +36,7 @@ class EditResponse(BaseModel): @dataclass class ChatContext: """Standalone context for the chat application.""" + conversation_history: List[Dict[str, str]] = None def __post_init__(self): @@ -75,9 +76,7 @@ def __post_init__(self): @function_tool -async def search_recipes( - cw: RunContextWrapper[ChatContext], query: str = "" -) -> SearchResponse: +async def search_recipes(cw: RunContextWrapper[ChatContext], query: str = "") -> SearchResponse: """Search and browse recipes in the database.""" # Simulate finding the carbonara recipe if "carbonara" in query.lower(): @@ -104,8 +103,9 @@ async def plan_and_apply_recipe_modifications( ) -> EditResponse: """Plan modifications to a recipe based on user request and apply them.""" # Mock implementation - simulate making the recipe vegetarian - modified_ingredients = [ing.replace("pancetta", "mushrooms").replace("guanciale", "mushrooms") - for ing in recipe.ingredients] + modified_ingredients = [ + ing.replace("pancetta", "mushrooms").replace("guanciale", "mushrooms") for ing in recipe.ingredients + ] modified_recipe = Recipe( id=recipe.id, @@ -221,8 +221,9 @@ async def test_recipe_agents_hierarchy(exporter, recipe_agents): # Main Chat Agent might not create its own span if it immediately hands off # The important thing is that we have the handoff span and recipe editor spans - assert len( - recipe_editor_spans) >= 1, f"Should have at least 1 Recipe Editor Agent span, found {len(recipe_editor_spans)}" + assert len(recipe_editor_spans) >= 1, ( + f"Should have at least 1 Recipe Editor Agent span, found {len(recipe_editor_spans)}" + ) recipe_editor_span = recipe_editor_spans[0] @@ -233,8 +234,7 @@ async def test_recipe_agents_hierarchy(exporter, recipe_agents): if recipe_editor_parent: assert recipe_editor_parent.name == "Agent Workflow", ( - f"Recipe Editor Agent parent should be Agent Workflow, got " - f"{recipe_editor_parent.name}" + f"Recipe Editor Agent parent should be Agent Workflow, got {recipe_editor_parent.name}" ) # Verify handoff span exists and is properly parented @@ -250,8 +250,7 @@ async def test_recipe_agents_hierarchy(exporter, recipe_agents): # Handoff should be child of Main Chat Agent if it exists, otherwise workflow expected_parents = ["Main Chat Agent.agent", "Agent Workflow"] assert handoff_parent.name in expected_parents, ( - f"Handoff span parent should be Main Chat Agent or Agent Workflow, got " - f"{handoff_parent.name}" + f"Handoff span parent should be Main Chat Agent or Agent Workflow, got {handoff_parent.name}" ) # If Main Chat Agent span exists, verify its hierarchy @@ -263,8 +262,7 @@ async def test_recipe_agents_hierarchy(exporter, recipe_agents): if main_chat_parent: assert main_chat_parent.name == "Agent Workflow", ( - f"Main Chat Agent parent should be Agent Workflow, got " - f"{main_chat_parent.name}" + f"Main Chat Agent parent should be Agent Workflow, got {main_chat_parent.name}" ) # Test openai.response spans - these should contain prompts, completions, and usage @@ -274,27 +272,24 @@ async def test_recipe_agents_hierarchy(exporter, recipe_agents): # Verify each response span has prompts, completions, and usage for i, response_span in enumerate(response_spans): - # Check for prompts has_prompt = any(key.startswith("gen_ai.prompt.") for key in response_span.attributes.keys()) assert has_prompt, ( - f"Response span {i} should have prompt attributes, attributes: " - f"{dict(response_span.attributes)}" + f"Response span {i} should have prompt attributes, attributes: {dict(response_span.attributes)}" ) # Check for completions has_completion = any(key.startswith("gen_ai.completion.") for key in response_span.attributes.keys()) assert has_completion, ( - f"Response span {i} should have completion attributes, attributes: " - f"{dict(response_span.attributes)}" + f"Response span {i} should have completion attributes, attributes: {dict(response_span.attributes)}" ) # Check for usage - has_usage = any(key.startswith("gen_ai.usage.") or key.startswith("llm.usage.") - for key in response_span.attributes.keys()) + has_usage = any( + key.startswith("gen_ai.usage.") or key.startswith("llm.usage.") for key in response_span.attributes.keys() + ) assert has_usage, ( - f"Response span {i} should have usage attributes, attributes: " - f"{dict(response_span.attributes)}" + f"Response span {i} should have usage attributes, attributes: {dict(response_span.attributes)}" ) # Check specific expected attributes diff --git a/packages/opentelemetry-instrumentation-openai-agents/uv.lock b/packages/opentelemetry-instrumentation-openai-agents/uv.lock index d418a6a782..1e4de53630 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/uv.lock +++ b/packages/opentelemetry-instrumentation-openai-agents/uv.lock @@ -1241,7 +1241,7 @@ wheels = [ [[package]] name = "openai" -version = "1.109.1" +version = "2.15.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "anyio" }, @@ -1253,14 +1253,14 @@ dependencies = [ { name = "tqdm" }, { name = 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= "pytest", specifier = ">=8.2.2,<9" }, { name = "pytest-asyncio", specifier = ">=1.0.0,<2" }, diff --git a/packages/sample-app/sample_app/openai_agents_realtime_example.py b/packages/sample-app/sample_app/openai_agents_realtime_example.py new file mode 100644 index 0000000000..35f2fd7d95 --- /dev/null +++ b/packages/sample-app/sample_app/openai_agents_realtime_example.py @@ -0,0 +1,705 @@ +""" +OpenAI Agents SDK Realtime API Example + +This example demonstrates how to use the OpenAI Agents SDK's realtime +capabilities with OpenTelemetry instrumentation. + +The realtime API enables: +- Real-time conversations with AI (text or voice) +- Tool calling during realtime sessions +- Agent handoffs in realtime context +- OpenTelemetry tracing for all realtime events + +Usage: + python openai_agents_realtime_example.py [text|voice|handoff] + + text - Text-only realtime demo (default, no audio dependencies) + voice - Voice/audio realtime demo (requires [voice] extras) + handoff - Agent handoff demo with multiple agents + +Requirements: +- pip install openai-agents (realtime module is included) +- For actual audio processing: pip install openai-agents[voice] +- OPENAI_API_KEY environment variable +""" + +import asyncio +import os +from typing import Optional +from dotenv import load_dotenv + +from traceloop.sdk import Traceloop + +# Load environment variables +load_dotenv() + +# Initialize Traceloop for OpenTelemetry instrumentation +Traceloop.init( + app_name="openai-agents-realtime-demo", + disable_batch=False, +) + + +async def run_realtime_demo(): + """ + Run a demonstration of the OpenAI Agents SDK realtime capabilities. + + This demo shows: + 1. Creating a RealtimeAgent with tools + 2. Running a realtime session + 3. Handling various event types + 4. Tool execution during voice sessions + """ + try: + from agents import function_tool + from agents.realtime import RealtimeAgent, RealtimeRunner + except ImportError: + print("Error: openai-agents is required for this example") + print("Install with: pip install openai-agents") + return + + print("=" * 60) + print("OpenAI Agents SDK - Realtime Voice Demo") + print("=" * 60) + + # Define tools for the realtime agent + @function_tool + def get_weather(city: str) -> str: + """Get current weather for a city.""" + # Simulated weather data + weather_data = { + "new york": "Partly cloudy, 65°F", + "london": "Rainy, 52°F", + "tokyo": "Sunny, 78°F", + "paris": "Cloudy, 58°F", + } + city_lower = city.lower() + if city_lower in weather_data: + return f"The weather in {city} is {weather_data[city_lower]}" + return f"Weather data not available for {city}" + + @function_tool + def get_time(timezone: Optional[str] = None) -> str: + """Get current time, optionally for a specific timezone.""" + from datetime import datetime + now = datetime.now() + if timezone: + return f"The current time in {timezone} is approximately {now.strftime('%I:%M %p')}" + return f"The current time is {now.strftime('%I:%M %p')}" + + @function_tool + def set_reminder(message: str, minutes: int) -> str: + """Set a reminder for a specified number of minutes from now.""" + return f"Reminder set: '{message}' in {minutes} minutes" + + # Create the realtime agent with tools + assistant = RealtimeAgent( + name="Voice Assistant", + instructions="""You are a helpful voice assistant. You can: +- Tell users the weather in various cities +- Provide the current time +- Set reminders for them + +Keep your responses brief and conversational since this is a voice interface. +When users ask about the weather, use the get_weather tool. +When they ask about the time, use the get_time tool. +When they want to set a reminder, use the set_reminder tool.""", + tools=[get_weather, get_time, set_reminder], + ) + + print("\nCreated Voice Assistant with tools:") + print(" - get_weather: Get current weather for a city") + print(" - get_time: Get current time") + print(" - set_reminder: Set a reminder") + + # Configure the realtime runner + runner = RealtimeRunner( + starting_agent=assistant, + config={ + "model_settings": { + "model_name": "gpt-4o-realtime-preview", + "voice": "alloy", + "modalities": ["text", "audio"], + "input_audio_format": "pcm16", + "output_audio_format": "pcm16", + "input_audio_transcription": {"model": "gpt-4o-mini-transcribe"}, + "turn_detection": { + "type": "server_vad", + "threshold": 0.5, + "prefix_padding_ms": 300, + "silence_duration_ms": 500, + }, + } + }, + ) + + print("\nRunner configured with:") + print(" - Model: gpt-4o-realtime-preview") + print(" - Voice: alloy") + print(" - Modalities: text, audio") + print(" - Turn detection: server_vad") + + print("\n" + "-" * 60) + print("Starting realtime session...") + print("-" * 60) + + try: + # Start the realtime session + session = await runner.run() + + async with session: + print("\nSession started! Processing events...") + print("(In a real app, you would send audio from a microphone)") + print() + + # Send a text message to simulate user input + # In a real app, you would use session.send_audio() with microphone data + await session.send_message("What's the weather like in Tokyo?") + print("User (text): What's the weather like in Tokyo?") + + # Process events from the session + event_count = 0 + max_events = 50 # Limit for demo purposes + + async for event in session: + event_count += 1 + event_type = getattr(event, 'type', type(event).__name__) + + try: + if event_type == "agent_start": + agent_name = getattr(event.agent, 'name', 'Unknown') + print(f"\n[Agent Started] {agent_name}") + + elif event_type == "agent_end": + agent_name = getattr(event.agent, 'name', 'Unknown') + print(f"\n[Agent Ended] {agent_name}") + + elif event_type == "tool_start": + tool_name = getattr(event.tool, 'name', str(event.tool)) + print(f"\n[Tool Called] {tool_name}") + + elif event_type == "tool_end": + tool_name = getattr(event.tool, 'name', str(event.tool)) + output = getattr(event, 'output', '') + print(f"[Tool Result] {tool_name}: {output}") + + elif event_type == "audio" or "Audio" in event_type: + # In a real app, you would play this audio + # Audio data may be in event.data, event.audio, or elsewhere + audio_data = getattr(event, 'data', None) or getattr(event, 'audio', None) + if audio_data and hasattr(audio_data, '__len__'): + print(f"[Audio Output] Received {len(audio_data)} bytes") + else: + print(f"[Audio Output] Received audio event ({event_type})") + + elif event_type == "transcript": + # Agent's text response (transcription of audio) + transcript = getattr(event, 'transcript', '') + print(f"[Transcript] {transcript}") + + elif event_type == "user_transcript": + # User's speech transcribed + transcript = getattr(event, 'transcript', '') + print(f"[User Said] {transcript}") + + elif event_type == "handoff": + from_agent = getattr(getattr(event, 'from_agent', None), 'name', 'Unknown') + to_agent = getattr(getattr(event, 'to_agent', None), 'name', 'Unknown') + print(f"\n[Handoff] {from_agent} -> {to_agent}") + + elif event_type == "error": + error = getattr(event, 'error', 'Unknown error') + print(f"\n[Error] {error}") + break + + elif event_type == "session_end": + print("\n[Session Ended]") + break + + else: + # Log other event types for debugging + print(f"[Event] {event_type}") + + except AttributeError as e: + print(f"[Event] {event_type} (attribute access error: {e})") + + # Exit after processing enough events for demo + if event_count >= max_events: + print("\n[Demo] Reached event limit, ending session...") + break + + except Exception as e: + print(f"\nSession error: {e}") + print("Note: Realtime API requires a valid OpenAI API key with realtime access") + + print("\n" + "=" * 60) + print("Realtime demo completed!") + print("OpenTelemetry spans captured for:") + print(" - Speech synthesis (SpeechSpanData)") + print(" - Transcription (TranscriptionSpanData)") + print(" - Speech groups (SpeechGroupSpanData)") + print(" - Tool calls and agent events") + print("=" * 60) + + +async def run_text_only_demo(): + """ + Run a text-only realtime session demonstration. + + This demo uses text-only modalities (no audio), making it simpler to run + and doesn't require the [voice] extras. It demonstrates: + 1. Text-based realtime conversations + 2. Tool calling in realtime sessions + 3. OpenTelemetry span generation for realtime events + """ + try: + from agents import function_tool + from agents.realtime import RealtimeAgent, RealtimeRunner + except ImportError: + print("Error: openai-agents is required for this example") + print("Install with: pip install openai-agents") + return + + print("=" * 60) + print("OpenAI Agents SDK - Realtime Text-Only Demo") + print("=" * 60) + + # Define tools for the realtime agent + @function_tool + def get_weather(city: str) -> str: + """Get current weather for a city.""" + weather_data = { + "new york": "Partly cloudy, 65°F", + "london": "Rainy, 52°F", + "tokyo": "Sunny, 78°F", + "paris": "Cloudy, 58°F", + "san francisco": "Foggy, 55°F", + } + city_lower = city.lower() + if city_lower in weather_data: + return f"The weather in {city} is {weather_data[city_lower]}" + return f"Weather data not available for {city}" + + @function_tool + def calculate(expression: str) -> str: + """Evaluate a simple math expression safely using AST parsing.""" + import ast + import operator + + # Supported binary operators (no exponentiation to prevent resource exhaustion) + safe_ops = { + ast.Add: operator.add, + ast.Sub: operator.sub, + ast.Mult: operator.mul, + ast.Div: operator.truediv, + } + + # Supported unary operators + safe_unary_ops = { + ast.UAdd: operator.pos, + ast.USub: operator.neg, + } + + def _safe_eval(node, depth=0): + """Recursively evaluate AST nodes safely.""" + if depth > 50: # Prevent deeply nested expressions + raise ValueError("Expression too deeply nested") + + if isinstance(node, ast.Constant): # Python 3.8+ + if isinstance(node.value, (int, float)): + return node.value + raise ValueError(f"Unsupported constant type: {type(node.value)}") + elif isinstance(node, ast.Num): # Python 3.7 compatibility + return node.n + elif isinstance(node, ast.BinOp): + if type(node.op) not in safe_ops: + raise ValueError(f"Unsupported operator: {type(node.op).__name__}") + left = _safe_eval(node.left, depth + 1) + right = _safe_eval(node.right, depth + 1) + return safe_ops[type(node.op)](left, right) + elif isinstance(node, ast.UnaryOp): + if type(node.op) not in safe_unary_ops: + raise ValueError(f"Unsupported unary operator: {type(node.op).__name__}") + operand = _safe_eval(node.operand, depth + 1) + return safe_unary_ops[type(node.op)](operand) + elif isinstance(node, ast.Expression): + return _safe_eval(node.body, depth + 1) + else: + raise ValueError(f"Unsupported expression type: {type(node).__name__}") + + try: + tree = ast.parse(expression, mode='eval') + result = _safe_eval(tree) + return f"Result: {result}" + except (ValueError, SyntaxError, ZeroDivisionError) as e: + return f"Error: {e}" + + # Create a text-only realtime agent + assistant = RealtimeAgent( + name="Text Assistant", + instructions="""You are a helpful text-based assistant. You can: +- Check the weather in various cities using the get_weather tool +- Perform calculations using the calculate tool + +Keep your responses concise and helpful.""", + tools=[get_weather, calculate], + ) + + print("\nCreated Text Assistant with tools:") + print(" - get_weather: Get current weather for a city") + print(" - calculate: Evaluate math expressions") + + # Configure for text-only mode (no audio) + runner = RealtimeRunner( + starting_agent=assistant, + config={ + "model_settings": { + "model_name": "gpt-4o-realtime-preview", + "modalities": ["text"], # Text-only, no audio + } + }, + ) + + print("\nRunner configured with:") + print(" - Model: gpt-4o-realtime-preview") + print(" - Modalities: text (no audio)") + + print("\n" + "-" * 60) + print("Starting text-only realtime session...") + print("-" * 60) + + # Messages to send during the demo + demo_messages = [ + "What's the weather like in San Francisco?", + "Can you calculate 15 * 7 + 23?", + ] + + try: + session = await runner.run() + + async with session: + print("\nSession started! Processing events...") + + message_index = 0 + event_count = 0 + max_events = 100 + agent_ended = False + + # Send first message + if demo_messages: + msg = demo_messages[message_index] + await session.send_message(msg) + print(f"\n>>> User: {msg}") + message_index += 1 + + async for event in session: + event_count += 1 + event_type = getattr(event, 'type', type(event).__name__) + + try: + if event_type == "agent_start": + agent_name = getattr(event.agent, 'name', 'Unknown') + print(f"\n[Agent Started] {agent_name}") + + elif event_type == "agent_end": + agent_name = getattr(event.agent, 'name', 'Unknown') + print(f"[Agent Ended] {agent_name}") + agent_ended = True + + # Send next message after agent ends, if we have more + if message_index < len(demo_messages): + await asyncio.sleep(0.5) # Brief pause + msg = demo_messages[message_index] + await session.send_message(msg) + print(f"\n>>> User: {msg}") + message_index += 1 + agent_ended = False + elif agent_ended: + print("\n[Demo] All messages sent, ending session...") + break + + elif event_type == "tool_start": + tool_name = getattr(event.tool, 'name', str(event.tool)) + print(f" [Tool Called] {tool_name}") + + elif event_type == "tool_end": + tool_name = getattr(event.tool, 'name', str(event.tool)) + output = getattr(event, 'output', '') + print(f" [Tool Result] {tool_name}: {output}") + + elif event_type == "history_added": + # New item added to conversation history + item = getattr(event, 'item', None) + if item: + role = getattr(item, 'role', None) + if role == 'assistant': + # Extract text content from assistant message + content = getattr(item, 'content', []) + for c in content: + if hasattr(c, 'text') and c.text: + print(f"\n<<< Assistant: {c.text}") + + elif event_type == "error": + error = getattr(event, 'error', 'Unknown error') + print(f"\n[Error] {error}") + break + + elif event_type == "history_updated": + # Skip verbose events + pass + + elif event_type == "raw_model_event": + # Debug: inspect item_updated events for assistant responses + data = getattr(event, 'data', None) + if data: + data_type = getattr(data, 'type', None) + if data_type == 'item_updated': + item = getattr(data, 'item', None) + if item: + role = getattr(item, 'role', None) + status = getattr(item, 'status', None) + item_type = getattr(item, 'type', None) + item_content = getattr(item, 'content', None) + if role == 'assistant': + print(f" [item_updated] type={item_type} role={role} status={status}") + if item_content: + for i, part in enumerate(item_content): + part_type = getattr(part, 'type', None) + text = getattr(part, 'text', None) + text_preview = text[:50] if text else None + print(f" content[{i}]: type={part_type}, text={text_preview}...") + + else: + # Log other event types + print(f" [{event_type}]") + + except AttributeError as e: + print(f" [{event_type}] (error: {e})") + + if event_count >= max_events: + print("\n[Demo] Reached event limit, ending session...") + break + + except Exception as e: + print(f"\nSession error: {e}") + print("Note: Realtime API requires a valid OpenAI API key with realtime access") + + print("\n" + "=" * 60) + print("Text-only realtime demo completed!") + print("OpenTelemetry spans captured for:") + print(" - Realtime Session (workflow span)") + print(" - Agent start/end events") + print(" - Tool calls and results") + print("=" * 60) + + +async def run_handoff_demo(): + """ + Demonstrate agent handoffs in a realtime text session. + + This shows how multiple agents can handle different parts + of a conversation with seamless handoffs. + """ + try: + from agents.realtime import RealtimeAgent, RealtimeRunner, realtime_handoff + except ImportError: + print("Error: openai-agents is required for this example") + return + + print("\n" + "=" * 60) + print("OpenAI Agents SDK - Realtime Handoff Demo") + print("=" * 60) + + # Create specialized agents + weather_agent = RealtimeAgent( + name="Weather Expert", + instructions="""You are a weather specialist. +Provide detailed weather information and forecasts. +Keep responses concise.""", + ) + + time_agent = RealtimeAgent( + name="Time Expert", + instructions="""You are a time and scheduling specialist. +Help with time-related questions and scheduling. +Keep responses brief.""", + ) + + # Main agent with handoffs + main_agent = RealtimeAgent( + name="Main Assistant", + instructions="""You are the main assistant. +Route weather questions to the Weather Expert. +Route time questions to the Time Expert. +Handle general queries yourself.""", + handoffs=[ + realtime_handoff( + weather_agent, + tool_description="Transfer to weather expert for weather questions" + ), + realtime_handoff( + time_agent, + tool_description="Transfer to time expert for time questions" + ), + ], + ) + + print("\nCreated agent hierarchy:") + print(" Main Assistant") + print(" -> Weather Expert (handoff)") + print(" -> Time Expert (handoff)") + + runner = RealtimeRunner( + starting_agent=main_agent, + config={ + "model_settings": { + "model_name": "gpt-4o-realtime-preview", + "modalities": ["text"], # Text-only mode + } + }, + ) + + print("\nRunner configured with text-only modalities") + print(f"Starting agent: {runner.starting_agent.name}") + + print("\n" + "-" * 60) + print("Starting handoff demo session...") + print("-" * 60) + + try: + session = await runner.run() + + async with session: + print("\nSession started!") + + # Send a weather question to trigger handoff + await session.send_message("What's the weather like in Tokyo?") + print("\n>>> User: What's the weather like in Tokyo?") + + event_count = 0 + max_events = 80 + + async for event in session: + event_count += 1 + event_type = getattr(event, 'type', type(event).__name__) + + try: + if event_type == "agent_start": + agent_name = getattr(event.agent, 'name', 'Unknown') + print(f"\n[Agent Started] {agent_name}") + + elif event_type == "agent_end": + agent_name = getattr(event.agent, 'name', 'Unknown') + print(f"[Agent Ended] {agent_name}") + # End after the first full exchange + if event_count > 20: + break + + elif event_type == "handoff": + from_agent = getattr(getattr(event, 'from_agent', None), 'name', 'Unknown') + to_agent = getattr(getattr(event, 'to_agent', None), 'name', 'Unknown') + print(f"\n*** [Handoff] {from_agent} -> {to_agent} ***") + + elif event_type == "tool_start": + tool_name = getattr(event.tool, 'name', str(event.tool)) + print(f" [Tool Called] {tool_name}") + + elif event_type == "tool_end": + tool_name = getattr(event.tool, 'name', str(event.tool)) + output = getattr(event, 'output', '') + print(f" [Tool Result] {tool_name}: {output}") + + elif event_type == "history_added": + item = getattr(event, 'item', None) + if item: + role = getattr(item, 'role', None) + if role == 'assistant': + content = getattr(item, 'content', []) + for c in content: + if hasattr(c, 'text') and c.text: + print(f"\n<<< Assistant: {c.text}") + + elif event_type == "error": + error = getattr(event, 'error', 'Unknown error') + print(f"\n[Error] {error}") + break + + elif event_type not in ("history_updated", "raw_model_event"): + print(f" [{event_type}]") + + except AttributeError as e: + print(f" [{event_type}] (error: {e})") + + if event_count >= max_events: + break + + except Exception as e: + print(f"\nSession error: {e}") + + print("\n" + "=" * 60) + print("Handoff demo completed!") + print("OpenTelemetry spans captured handoff events between agents") + print("=" * 60) + + +def check_requirements(): + """Check if required packages are installed.""" + missing = [] + + try: + import agents # noqa: F401 + except ImportError: + missing.append("openai-agents") + + try: + from agents.realtime import RealtimeAgent # noqa: F401 + except ImportError: + missing.append("openai-agents (realtime module)") + + if missing: + print("Missing required packages:") + for pkg in missing: + print(f" - {pkg}") + print("\nInstall with: pip install openai-agents") + return False + + if not os.getenv("OPENAI_API_KEY"): + print("Warning: OPENAI_API_KEY environment variable not set") + print("The realtime session will fail without a valid API key") + return False + + return True + + +if __name__ == "__main__": + import sys + + print("OpenAI Agents SDK - Realtime API Demo") + print("This demonstrates OpenTelemetry instrumentation for realtime sessions") + print() + + if not check_requirements(): + print("\nExiting due to missing requirements") + exit(1) + + # Parse command line arguments + demo_type = sys.argv[1] if len(sys.argv) > 1 else "text" + + if demo_type == "text": + print("Running: Text-only realtime demo") + print("(Use 'voice' argument for audio demo, 'handoff' for handoff demo)") + print() + asyncio.run(run_text_only_demo()) + elif demo_type == "voice": + print("Running: Voice/audio realtime demo") + print("(Requires openai-agents[voice] extras for full audio support)") + print() + asyncio.run(run_realtime_demo()) + elif demo_type == "handoff": + print("Running: Agent handoff demo") + print() + asyncio.run(run_handoff_demo()) + else: + print(f"Unknown demo type: {demo_type}") + print("Available options: text, voice, handoff") + exit(1) From ad330e3f85c43334ff4f6cc7baf48929d2185627 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Mon, 26 Jan 2026 16:27:49 +0000 Subject: [PATCH 12/45] =?UTF-8?q?bump:=20version=200.51.0=20=E2=86=92=200.?= =?UTF-8?q?51.1?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .cz.toml | 2 +- CHANGELOG.md | 6 ++++++ .../opentelemetry/instrumentation/agno/version.py | 2 +- packages/opentelemetry-instrumentation-agno/pyproject.toml | 2 +- .../opentelemetry/instrumentation/alephalpha/version.py | 2 +- .../opentelemetry-instrumentation-alephalpha/pyproject.toml | 2 +- .../opentelemetry/instrumentation/anthropic/version.py | 2 +- .../opentelemetry-instrumentation-anthropic/pyproject.toml | 2 +- .../opentelemetry/instrumentation/bedrock/version.py | 2 +- .../opentelemetry-instrumentation-bedrock/pyproject.toml | 2 +- .../opentelemetry/instrumentation/chromadb/version.py | 2 +- .../opentelemetry-instrumentation-chromadb/pyproject.toml | 2 +- .../opentelemetry/instrumentation/cohere/version.py | 2 +- .../opentelemetry-instrumentation-cohere/pyproject.toml | 2 +- .../opentelemetry-instrumentation-crewai/pyproject.toml | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/groq/version.py | 2 +- packages/opentelemetry-instrumentation-groq/pyproject.toml | 2 +- .../opentelemetry/instrumentation/haystack/version.py | 2 +- .../opentelemetry-instrumentation-haystack/pyproject.toml | 2 +- .../opentelemetry/instrumentation/lancedb/version.py | 2 +- .../opentelemetry-instrumentation-lancedb/pyproject.toml | 2 +- .../opentelemetry/instrumentation/langchain/version.py | 2 +- .../opentelemetry-instrumentation-langchain/pyproject.toml | 2 +- .../opentelemetry/instrumentation/llamaindex/version.py | 2 +- .../opentelemetry-instrumentation-llamaindex/pyproject.toml | 2 +- .../opentelemetry/instrumentation/marqo/version.py | 2 +- packages/opentelemetry-instrumentation-marqo/pyproject.toml | 2 +- .../opentelemetry/instrumentation/mcp/version.py | 2 +- packages/opentelemetry-instrumentation-mcp/pyproject.toml | 2 +- .../opentelemetry/instrumentation/milvus/version.py | 2 +- .../opentelemetry-instrumentation-milvus/pyproject.toml | 2 +- .../opentelemetry/instrumentation/mistralai/version.py | 2 +- .../opentelemetry-instrumentation-mistralai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/ollama/version.py | 2 +- .../opentelemetry-instrumentation-ollama/pyproject.toml | 2 +- .../opentelemetry/instrumentation/openai_agents/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/openai/version.py | 2 +- .../opentelemetry-instrumentation-openai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/pinecone/version.py | 2 +- .../opentelemetry-instrumentation-pinecone/pyproject.toml | 2 +- .../opentelemetry/instrumentation/qdrant/version.py | 2 +- .../opentelemetry-instrumentation-qdrant/pyproject.toml | 2 +- .../opentelemetry/instrumentation/replicate/version.py | 2 +- .../opentelemetry-instrumentation-replicate/pyproject.toml | 2 +- .../opentelemetry/instrumentation/sagemaker/version.py | 2 +- .../opentelemetry-instrumentation-sagemaker/pyproject.toml | 2 +- .../opentelemetry/instrumentation/together/version.py | 2 +- .../opentelemetry-instrumentation-together/pyproject.toml | 2 +- .../opentelemetry/instrumentation/transformers/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/vertexai/version.py | 2 +- .../opentelemetry-instrumentation-vertexai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/watsonx/version.py | 2 +- .../opentelemetry-instrumentation-watsonx/pyproject.toml | 2 +- .../opentelemetry/instrumentation/weaviate/version.py | 2 +- .../opentelemetry-instrumentation-weaviate/pyproject.toml | 2 +- .../opentelemetry/instrumentation/writer/version.py | 2 +- .../opentelemetry-instrumentation-writer/pyproject.toml | 2 +- packages/traceloop-sdk/pyproject.toml | 2 +- packages/traceloop-sdk/traceloop/sdk/version.py | 2 +- 62 files changed, 67 insertions(+), 61 deletions(-) diff --git a/.cz.toml b/.cz.toml index 99c54f0ffe..6fe9ad67a2 100644 --- a/.cz.toml +++ b/.cz.toml @@ -4,7 +4,7 @@ tag_format = "v$version" version_scheme = "pep440" major_version_zero = true update_changelog_on_bump = true -version = "0.51.0" +version = "0.51.1" version_files = [ "packages/opentelemetry-instrumentation-mcp/pyproject.toml:^version", "packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py", diff --git a/CHANGELOG.md b/CHANGELOG.md index 8666741c61..2dfba4d822 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,9 @@ +## v0.51.1 (2026-01-26) + +### Fix + +- **openai-agents**: add support for realtime (#3533) + ## v0.51.0 (2026-01-20) ### Feat diff --git a/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py b/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py +++ b/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-agno/pyproject.toml b/packages/opentelemetry-instrumentation-agno/pyproject.toml index 6fad1b06ea..fa2b28ea57 100644 --- a/packages/opentelemetry-instrumentation-agno/pyproject.toml +++ b/packages/opentelemetry-instrumentation-agno/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-agno" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry Agno instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py b/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py +++ b/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml b/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml index 59cbe1e227..753ae004b3 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml +++ b/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-alephalpha" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry Aleph Alpha instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py b/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py +++ b/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-anthropic/pyproject.toml b/packages/opentelemetry-instrumentation-anthropic/pyproject.toml index bad6d516a5..692102d7c0 100644 --- a/packages/opentelemetry-instrumentation-anthropic/pyproject.toml +++ b/packages/opentelemetry-instrumentation-anthropic/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-anthropic" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry Anthropic instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py b/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py +++ b/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-bedrock/pyproject.toml b/packages/opentelemetry-instrumentation-bedrock/pyproject.toml index 431e05f9f3..34d7de4130 100644 --- a/packages/opentelemetry-instrumentation-bedrock/pyproject.toml +++ b/packages/opentelemetry-instrumentation-bedrock/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-bedrock" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry Bedrock instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py b/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py +++ b/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-chromadb/pyproject.toml b/packages/opentelemetry-instrumentation-chromadb/pyproject.toml index a8ee6e9fe4..9f3397718d 100644 --- a/packages/opentelemetry-instrumentation-chromadb/pyproject.toml +++ b/packages/opentelemetry-instrumentation-chromadb/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-chromadb" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry Chroma DB instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py b/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py +++ b/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-cohere/pyproject.toml b/packages/opentelemetry-instrumentation-cohere/pyproject.toml index a9609a34e4..a0a36e1650 100644 --- a/packages/opentelemetry-instrumentation-cohere/pyproject.toml +++ b/packages/opentelemetry-instrumentation-cohere/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-cohere" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry Cohere instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-crewai/pyproject.toml b/packages/opentelemetry-instrumentation-crewai/pyproject.toml index ebd9483c85..dfb8bede10 100644 --- a/packages/opentelemetry-instrumentation-crewai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-crewai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-crewai" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry crewAI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml b/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml index 288699b43d..36dae98478 100644 --- a/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-google-generativeai" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry Google Generative AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py b/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py +++ b/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-groq/pyproject.toml b/packages/opentelemetry-instrumentation-groq/pyproject.toml index 3a19732c78..42b9cdecf0 100644 --- a/packages/opentelemetry-instrumentation-groq/pyproject.toml +++ b/packages/opentelemetry-instrumentation-groq/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-groq" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry Groq instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py b/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py +++ b/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-haystack/pyproject.toml b/packages/opentelemetry-instrumentation-haystack/pyproject.toml index cda3d4300a..38c3ce24a7 100644 --- a/packages/opentelemetry-instrumentation-haystack/pyproject.toml +++ b/packages/opentelemetry-instrumentation-haystack/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-haystack" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry Haystack instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py b/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py +++ b/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-lancedb/pyproject.toml b/packages/opentelemetry-instrumentation-lancedb/pyproject.toml index da6efff09b..fff58cef8e 100644 --- a/packages/opentelemetry-instrumentation-lancedb/pyproject.toml +++ b/packages/opentelemetry-instrumentation-lancedb/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-lancedb" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry Lancedb instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py b/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py +++ b/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-langchain/pyproject.toml b/packages/opentelemetry-instrumentation-langchain/pyproject.toml index 67922f1e8c..136b968a1e 100644 --- a/packages/opentelemetry-instrumentation-langchain/pyproject.toml +++ b/packages/opentelemetry-instrumentation-langchain/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-langchain" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry Langchain instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py b/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py +++ b/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml b/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml index c399493594..5854994d78 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml +++ b/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-llamaindex" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry LlamaIndex instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py b/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py +++ b/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-marqo/pyproject.toml b/packages/opentelemetry-instrumentation-marqo/pyproject.toml index 968d7d0206..3f44df0da9 100644 --- a/packages/opentelemetry-instrumentation-marqo/pyproject.toml +++ b/packages/opentelemetry-instrumentation-marqo/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-marqo" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry Marqo instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py b/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py +++ b/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-mcp/pyproject.toml b/packages/opentelemetry-instrumentation-mcp/pyproject.toml index 0a37158471..b388cbf503 100644 --- a/packages/opentelemetry-instrumentation-mcp/pyproject.toml +++ b/packages/opentelemetry-instrumentation-mcp/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-mcp" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry mcp instrumentation" authors = [ { name = "Felix George", email = "felix.george@ibm.com" }, diff --git a/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py b/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py +++ b/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-milvus/pyproject.toml b/packages/opentelemetry-instrumentation-milvus/pyproject.toml index 23179352a1..b26b6f5141 100644 --- a/packages/opentelemetry-instrumentation-milvus/pyproject.toml +++ b/packages/opentelemetry-instrumentation-milvus/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-milvus" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry Milvus instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py b/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py +++ b/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-mistralai/pyproject.toml b/packages/opentelemetry-instrumentation-mistralai/pyproject.toml index bee18b5385..653bca5cce 100644 --- a/packages/opentelemetry-instrumentation-mistralai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-mistralai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-mistralai" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry Mistral AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py b/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py +++ b/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-ollama/pyproject.toml b/packages/opentelemetry-instrumentation-ollama/pyproject.toml index 3c845544eb..bd74f87551 100644 --- a/packages/opentelemetry-instrumentation-ollama/pyproject.toml +++ b/packages/opentelemetry-instrumentation-ollama/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-ollama" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry Ollama instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py +++ b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml b/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml index 458dcd69ff..2e2ae1c172 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml +++ b/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-openai-agents" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry OpenAI Agents instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py b/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py +++ b/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-openai/pyproject.toml b/packages/opentelemetry-instrumentation-openai/pyproject.toml index eb2ca9b5db..512c268b9a 100644 --- a/packages/opentelemetry-instrumentation-openai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-openai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-openai" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry OpenAI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py b/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py +++ b/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-pinecone/pyproject.toml b/packages/opentelemetry-instrumentation-pinecone/pyproject.toml index ef2dc55956..64ae97428a 100644 --- a/packages/opentelemetry-instrumentation-pinecone/pyproject.toml +++ b/packages/opentelemetry-instrumentation-pinecone/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-pinecone" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry Pinecone instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py b/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py +++ b/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-qdrant/pyproject.toml b/packages/opentelemetry-instrumentation-qdrant/pyproject.toml index c1852b4efe..f94d8ad469 100644 --- a/packages/opentelemetry-instrumentation-qdrant/pyproject.toml +++ b/packages/opentelemetry-instrumentation-qdrant/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-qdrant" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry Qdrant instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py b/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py +++ b/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-replicate/pyproject.toml b/packages/opentelemetry-instrumentation-replicate/pyproject.toml index ffdc2af7c0..15aa0c81b8 100644 --- a/packages/opentelemetry-instrumentation-replicate/pyproject.toml +++ b/packages/opentelemetry-instrumentation-replicate/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-replicate" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry Replicate instrumentation" authors = [ { name = "Kartik Prajapati", email = "kartik@ktklab.org" }, diff --git a/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py b/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py +++ b/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml b/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml index 0d0358907e..c8b5a93809 100644 --- a/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml +++ b/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-sagemaker" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry SageMaker instrumentation" authors = [ { name = "Bobby Lindsey", email = "bwlind@amazon.com" }, diff --git a/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py b/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py +++ b/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-together/pyproject.toml b/packages/opentelemetry-instrumentation-together/pyproject.toml index 1eecb12acf..9a8d39771a 100644 --- a/packages/opentelemetry-instrumentation-together/pyproject.toml +++ b/packages/opentelemetry-instrumentation-together/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-together" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry Together AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py b/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py +++ b/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-transformers/pyproject.toml b/packages/opentelemetry-instrumentation-transformers/pyproject.toml index 853710cfac..78ec3ac8b4 100644 --- a/packages/opentelemetry-instrumentation-transformers/pyproject.toml +++ b/packages/opentelemetry-instrumentation-transformers/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-transformers" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry transformers instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py b/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py +++ b/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-vertexai/pyproject.toml b/packages/opentelemetry-instrumentation-vertexai/pyproject.toml index ed236f9906..84c371a5b7 100644 --- a/packages/opentelemetry-instrumentation-vertexai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-vertexai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-vertexai" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry Vertex AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py b/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py +++ b/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-watsonx/pyproject.toml b/packages/opentelemetry-instrumentation-watsonx/pyproject.toml index dda6c6be19..d32d2f6d3f 100644 --- a/packages/opentelemetry-instrumentation-watsonx/pyproject.toml +++ b/packages/opentelemetry-instrumentation-watsonx/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-watsonx" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry IBM Watsonx Instrumentation" authors = [ { name = "Guangya Liu", email = "gyliu@ibm.com" }, diff --git a/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py b/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py +++ b/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-weaviate/pyproject.toml b/packages/opentelemetry-instrumentation-weaviate/pyproject.toml index 0150f83dd2..a4f23da7bc 100644 --- a/packages/opentelemetry-instrumentation-weaviate/pyproject.toml +++ b/packages/opentelemetry-instrumentation-weaviate/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-weaviate" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry Weaviate instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py b/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py index d942e9e708..d280604ce6 100644 --- a/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py +++ b/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-writer/pyproject.toml b/packages/opentelemetry-instrumentation-writer/pyproject.toml index 21db33848d..f0f94188f7 100644 --- a/packages/opentelemetry-instrumentation-writer/pyproject.toml +++ b/packages/opentelemetry-instrumentation-writer/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-writer" -version = "0.51.0" +version = "0.51.1" description = "OpenTelemetry Writer instrumentation" authors = [ { name = "Yan Tolstoy", email = "yan.talstoi@writer.com" }, diff --git a/packages/traceloop-sdk/pyproject.toml b/packages/traceloop-sdk/pyproject.toml index 53e1c4ddb3..44649cab36 100644 --- a/packages/traceloop-sdk/pyproject.toml +++ b/packages/traceloop-sdk/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "traceloop-sdk" -version = "0.51.0" +version = "0.51.1" description = "Traceloop Software Development Kit (SDK) for Python" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/traceloop-sdk/traceloop/sdk/version.py b/packages/traceloop-sdk/traceloop/sdk/version.py index d942e9e708..d280604ce6 100644 --- a/packages/traceloop-sdk/traceloop/sdk/version.py +++ b/packages/traceloop-sdk/traceloop/sdk/version.py @@ -1 +1 @@ -__version__ = "0.51.0" +__version__ = "0.51.1" From 19d204f44cf65be9b13c0edca1220783e3db075d Mon Sep 17 00:00:00 2001 From: Nina Kollman <59646487+nina-kollman@users.noreply.github.com> Date: Tue, 27 Jan 2026 11:36:26 +0200 Subject: [PATCH 13/45] fix(traceloop-sdk): Align evals output schema (#3643) --- .../sdk/generated/evaluators/response.py | 20 +++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/response.py b/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/response.py index 9573e20c82..c275635549 100644 --- a/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/response.py +++ b/packages/traceloop-sdk/traceloop/sdk/generated/evaluators/response.py @@ -21,8 +21,8 @@ class AgentFlowQualityResponse(BaseModel): reason: str | None = Field( None, examples=['Agent followed the expected flow correctly'] ) - result: str | None = Field(None, examples=['pass']) score: float | None = Field(None, examples=[0.89]) + success: bool | None = Field(None, examples=[True]) class AgentGoalAccuracyResponse(BaseModel): @@ -31,23 +31,23 @@ class AgentGoalAccuracyResponse(BaseModel): class AgentGoalCompletenessResponse(BaseModel): reason: str | None = Field(None, examples=['All user goals were accomplished']) - result: str | None = Field(None, examples=['complete']) score: float | None = Field(None, examples=[0.95]) + success: bool | None = Field(None, examples=[True]) class AgentToolErrorDetectorResponse(BaseModel): reason: str | None = Field( None, examples=['Tool executed successfully without errors'] ) - result: str | None = Field(None, examples=['success']) + success: bool | None = Field(None, examples=[True]) class AgentToolTrajectoryResponse(BaseModel): reason: str | None = Field( None, examples=['Tool calls match the expected trajectory'] ) - result: str | None = Field(None, examples=['pass']) score: float | None = Field(None, examples=[0.85]) + success: bool | None = Field(None, examples=[True]) class AnswerCompletenessResponse(BaseModel): @@ -95,11 +95,11 @@ class InstructionAdherenceResponse(BaseModel): class IntentChangeResponse(BaseModel): - pass_: bool | None = Field(None, alias='pass', examples=[True]) reason: str | None = Field( None, examples=['User intent remained consistent throughout the conversation'] ) score: int | None = Field(None, examples=[1]) + success: bool | None = Field(None, examples=[True]) class JSONValidatorResponse(BaseModel): @@ -119,11 +119,11 @@ class PlaceholderRegexResponse(BaseModel): class ProfanityDetectorResponse(BaseModel): - has_profanity: bool | None = Field(None, examples=[False]) + is_safe: bool | None = Field(None, examples=[False]) class PromptInjectionResponse(BaseModel): - has_injection: str | None = Field(None, examples=['safe']) + has_injection: bool | None = Field(None, examples=[False]) class PromptPerplexityResponse(BaseModel): @@ -146,8 +146,8 @@ class SemanticSimilarityResponse(HtmlComparisonResponse): pass -class SexismDetectorResponse(BaseModel): - is_safe: str | None = Field(None, examples=['safe']) +class SexismDetectorResponse(ProfanityDetectorResponse): + pass class ToneDetectionResponse(BaseModel): @@ -159,7 +159,7 @@ class TopicAdherenceResponse(BaseModel): adherence_score: float | None = Field(None, examples=[0.95]) -class ToxicityDetectorResponse(SexismDetectorResponse): +class ToxicityDetectorResponse(ProfanityDetectorResponse): pass From f941d0c9b6e55a9cb76e4ab2cb6d2e16df0a09df Mon Sep 17 00:00:00 2001 From: duanyutong <865317+duanyutong@users.noreply.github.com> Date: Thu, 29 Jan 2026 13:30:47 -0500 Subject: [PATCH 14/45] fix(openai-agents): apply content tracing flag to content (#3487) --- CONTRIBUTING.md | 33 +++++++++++ .../instrumentation/openai_agents/_hooks.py | 58 +++++++++++++------ .../instrumentation/openai_agents/utils.py | 11 +++- .../instrumentation/openai/utils.py | 16 +++-- 4 files changed, 92 insertions(+), 26 deletions(-) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index dc520dc2c7..2487dd1ce0 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -4,3 +4,36 @@ Thanks for taking the time to contribute! 😃 🚀 Please refer to our [Contributing Guide](https://traceloop.com/docs/openllmetry/contributing/overview) for instructions on how to contribute. +## Local Testing and Linting in this Repo + +A few steps to set up this repo locally. + +Run the following at repo root to setup the yarn dependencies. +```shell +npm ci +``` + +Make sure `uv` is installed for python packages managed by `uv`. + +Generally, for setting up and testing an individual package, run the following from repo root. + +```shell +npx nx run opentelemetry-instrumentation-openai:install +npx nx run opentelemetry-instrumentation-openai:lint +npx nx run opentelemetry-instrumentation-openai:test +``` + +Or you can run the following to automatically set up all affected packages. +```shell +npx nx affected -t install +npx nx affected -t lint +npx nx affected -t test +``` + +At the package directory, you can run `nx` without specifying the package. +```shell +cd packages/opentelemetry-instrumentation-openai +npx nx install +npx nx lint +npx nx test +``` diff --git a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/_hooks.py b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/_hooks.py index e1d7f1bcb5..e3805cb209 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/_hooks.py +++ b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/_hooks.py @@ -18,7 +18,13 @@ gen_ai_attributes as GenAIAttributes, ) from agents.tracing.processors import TracingProcessor -from .utils import dont_throw, GEN_AI_HANDOFF_FROM_AGENT, GEN_AI_HANDOFF_TO_AGENT + +from .utils import ( + should_send_prompts, + dont_throw, + GEN_AI_HANDOFF_FROM_AGENT, + GEN_AI_HANDOFF_TO_AGENT, +) try: # Attempt to import once, so that we aren't looking for it repeatedly. @@ -39,7 +45,7 @@ SpeechGroupSpanData = None -def _extract_prompt_attributes(otel_span, input_data): +def _extract_prompt_attributes(otel_span, input_data, trace_content: bool): """ Extract prompt/input data from messages and set them as span attributes. @@ -95,10 +101,15 @@ def _extract_prompt_attributes(otel_span, input_data): { "id": msg.get("id", ""), "name": msg.get("name", ""), - "arguments": msg.get("arguments", ""), - } + } | ( + {"arguments": msg.get("arguments", "")} + if trace_content else {} + ) ] - elif msg_type == "function_call_output": + elif ( + msg_type == "function_call_output" + and trace_content + ): # Tool outputs are tool messages role = "tool" content = msg.get("output") @@ -109,7 +120,7 @@ def _extract_prompt_attributes(otel_span, input_data): otel_span.set_attribute(f"{prefix}.role", role) # Set content attribute - if content is not None: + if content is not None and trace_content: if not isinstance(content, str): content = json.dumps(content) otel_span.set_attribute(f"{prefix}.content", content) @@ -156,14 +167,14 @@ def _extract_prompt_attributes(otel_span, input_data): otel_span.set_attribute( f"{prefix}.tool_calls.{j}.name", tool_call["name"] ) - if tool_call.get("arguments"): + if tool_call.get("arguments") and trace_content: args = tool_call["arguments"] if not isinstance(args, str): args = json.dumps(args) otel_span.set_attribute(f"{prefix}.tool_calls.{j}.arguments", args) -def _extract_response_attributes(otel_span, response): +def _extract_response_attributes(otel_span, response, trace_content: bool): """ Extract model settings, completions, and usage from a response object and set them as span attributes. @@ -208,7 +219,7 @@ def _extract_response_attributes(otel_span, response): # Extract completions from response.output if hasattr(response, "output") and response.output: for i, output in enumerate(response.output): - if hasattr(output, "content") and output.content: + if hasattr(output, "content") and output.content and trace_content: # Text message with content array (ResponseOutputMessage) content_text = "" for content_item in output.content: @@ -241,16 +252,17 @@ def _extract_response_attributes(otel_span, response): f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.tool_calls.0.name", tool_name, ) - otel_span.set_attribute( - f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.tool_calls.0.arguments", - arguments, - ) otel_span.set_attribute( f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.tool_calls.0.id", tool_call_id, ) + if trace_content: + otel_span.set_attribute( + f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.tool_calls.0.arguments", + arguments, + ) - elif hasattr(output, "text"): + elif hasattr(output, "text") and trace_content: # Direct text content otel_span.set_attribute( f"{GenAIAttributes.GEN_AI_COMPLETION}.{i}.content", output.text @@ -603,17 +615,22 @@ def on_span_end(self, span): if span in self._otel_spans: otel_span = self._otel_spans[span] span_data = getattr(span, "span_data", None) + trace_content = should_send_prompts() if span_data and ( type(span_data).__name__ == "ResponseSpanData" or isinstance(span_data, GenerationSpanData) ): # Extract prompt data from input input_data = getattr(span_data, "input", []) - _extract_prompt_attributes(otel_span, input_data) + _extract_prompt_attributes(otel_span, input_data, trace_content) # Add function/tool specifications to the request using OpenAI semantic conventions response = getattr(span_data, "response", None) - if response and hasattr(response, "tools") and response.tools: + if ( + response + and hasattr(response, "tools") + and response.tools + ): # Extract tool specifications for i, tool in enumerate(response.tools): if hasattr(tool, "function"): @@ -649,23 +666,24 @@ def on_span_end(self, span): ) if response: - model_settings = _extract_response_attributes(otel_span, response) + model_settings = _extract_response_attributes(otel_span, response, trace_content) self._last_model_settings = model_settings # Legacy fallback for other span types elif span_data: input_data = getattr(span_data, "input", []) - _extract_prompt_attributes(otel_span, input_data) + _extract_prompt_attributes(otel_span, input_data, trace_content) response = getattr(span_data, "response", None) if response: - model_settings = _extract_response_attributes(otel_span, response) + model_settings = _extract_response_attributes(otel_span, response, trace_content) self._last_model_settings = model_settings elif ( _has_realtime_spans and SpeechSpanData and isinstance(span_data, SpeechSpanData) + and trace_content ): input_text = getattr(span_data, "input", None) if input_text: @@ -688,6 +706,7 @@ def on_span_end(self, span): _has_realtime_spans and TranscriptionSpanData and isinstance(span_data, TranscriptionSpanData) + and trace_content ): input_audio = getattr(span_data, "input", None) if input_audio: @@ -710,6 +729,7 @@ def on_span_end(self, span): _has_realtime_spans and SpeechGroupSpanData and isinstance(span_data, SpeechGroupSpanData) + and trace_content ): input_text = getattr(span_data, "input", None) if input_text: diff --git a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/utils.py b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/utils.py index 7e907eee0f..d4d21fc9f3 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/utils.py +++ b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/utils.py @@ -9,6 +9,7 @@ # Handoff span attribute names GEN_AI_HANDOFF_FROM_AGENT = "gen_ai.handoff.from_agent" GEN_AI_HANDOFF_TO_AGENT = "gen_ai.handoff.to_agent" +_TRACELOOP_TRACE_CONTENT = "TRACELOOP_TRACE_CONTENT" def set_span_attribute(span, name, value): @@ -22,10 +23,14 @@ def _is_truthy(value): return str(value).strip().lower() in ("true", "1", "yes", "on") -def should_send_prompts(): - env_setting = os.getenv("TRACELOOP_TRACE_CONTENT", "true") +def should_send_prompts() -> bool: + """Determine if LLM content tracing should be enabled. + + Content includes not only prompts, but also responses. + """ + env_setting = os.getenv(_TRACELOOP_TRACE_CONTENT, "true") override = context_api.get_value("override_enable_content_tracing") - return _is_truthy(env_setting) or bool(override) + return _is_truthy(env_setting) or _is_truthy(override) class JSONEncoder(json.JSONEncoder): diff --git a/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/utils.py b/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/utils.py index 1b16fa3fec..1de4e63f3b 100644 --- a/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/utils.py +++ b/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/utils.py @@ -174,10 +174,18 @@ def run_async(method): asyncio.run(method) -def should_send_prompts(): - return ( - os.getenv(TRACELOOP_TRACE_CONTENT) or "true" - ).lower() == "true" or context_api.get_value("override_enable_content_tracing") +def _is_truthy(value): + return str(value).strip().lower() in ("true", "1", "yes", "on") + + +def should_send_prompts() -> bool: + """Determine if LLM content tracing should be enabled. + + Content includes not only prompts, but also responses. + """ + env_setting = os.getenv(TRACELOOP_TRACE_CONTENT, "true") + override = context_api.get_value("override_enable_content_tracing") + return _is_truthy(env_setting) or _is_truthy(override) def should_emit_events() -> bool: From 1b75912e52f80e3577a7c49df2a278811db56256 Mon Sep 17 00:00:00 2001 From: Dinmukhamed Mailibay <47117969+dinmukhamedm@users.noreply.github.com> Date: Sun, 1 Feb 2026 12:24:25 +0000 Subject: [PATCH 15/45] chore(dependencies): bump mcp, agno, python-multipart, protobuf, pypdf (#3651) --- .../tests/test_team.py | 2 +- .../uv.lock | 970 +-- .../uv.lock | 2626 +++---- .../uv.lock | 6558 +++++++++-------- .../uv.lock | 5154 ++++++------- .../pyproject.toml | 2 +- .../opentelemetry-instrumentation-mcp/uv.lock | 2052 +++--- .../uv.lock | 1176 +-- .../uv.lock | 1308 ++-- .../uv.lock | 1264 ++-- packages/sample-app/pyproject.toml | 4 +- packages/sample-app/uv.lock | 4928 +++++++------ 12 files changed, 13075 insertions(+), 12969 deletions(-) diff --git a/packages/opentelemetry-instrumentation-agno/tests/test_team.py b/packages/opentelemetry-instrumentation-agno/tests/test_team.py index e13195b63a..df6db04e5a 100644 --- a/packages/opentelemetry-instrumentation-agno/tests/test_team.py +++ b/packages/opentelemetry-instrumentation-agno/tests/test_team.py @@ -33,7 +33,7 @@ def test_team_discussion(instrument, span_exporter, reader): discussion_team = Team( name="DiscussionTeam", - delegate_task_to_all_members=True, + delegate_to_all_members=True, model=OpenAIChat(id="gpt-4o-mini"), members=[technical_expert, business_expert], instructions=[ diff --git a/packages/opentelemetry-instrumentation-agno/uv.lock b/packages/opentelemetry-instrumentation-agno/uv.lock index 007d67ee9f..e365fc94d3 100644 --- a/packages/opentelemetry-instrumentation-agno/uv.lock +++ 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.../uv.lock | 2 +- .../uv.lock | 2 +- .../uv.lock | 2 +- .../uv.lock | 2 +- .../uv.lock | 2 +- .../uv.lock | 2 +- .../uv.lock | 2 +- .../uv.lock | 2 +- .../uv.lock | 2 +- .../uv.lock | 2 +- .../uv.lock | 2 +- .../uv.lock | 2 +- .../README.md | 42 + .../instrumentation/voyageai/__init__.py | 244 + .../instrumentation/voyageai/config.py | 3 + .../instrumentation/voyageai/span_utils.py | 141 + .../instrumentation/voyageai/utils.py | 77 + .../instrumentation/voyageai/version.py | 1 + .../project.json | 77 + .../pyproject.toml | 74 + .../tests/__init__.py | 0 .../test_voyageai_embed_async_legacy.yaml | 41 + .../test_voyageai_embed_legacy.yaml | 52 + .../test_voyageai_rerank_async_legacy.yaml | 42 + .../test_voyageai_rerank_legacy.yaml | 53 + .../tests/conftest.py | 58 + .../tests/test_embed.py | 88 + .../tests/test_rerank.py | 113 + .../uv.lock | 2271 ++++++ .../uv.lock | 2 +- .../uv.lock | 2 +- .../uv.lock | 2 +- packages/sample-app/pyproject.toml | 16 + .../sample-app/sample_app/voyageai_example.py | 61 + packages/sample-app/uv.lock | 6155 ++++++++++------- packages/traceloop-sdk/pyproject.toml | 35 + .../traceloop/sdk/instruments.py | 1 + .../traceloop/sdk/tracing/tracing.py | 18 + packages/traceloop-sdk/uv.lock | 1124 ++- 46 files changed, 7994 insertions(+), 2837 deletions(-) create mode 100644 packages/opentelemetry-instrumentation-voyageai/README.md create mode 100644 packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/__init__.py create mode 100644 packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/config.py create mode 100644 packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/span_utils.py create mode 100644 packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/utils.py create mode 100644 packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py create mode 100644 packages/opentelemetry-instrumentation-voyageai/project.json create mode 100644 packages/opentelemetry-instrumentation-voyageai/pyproject.toml create mode 100644 packages/opentelemetry-instrumentation-voyageai/tests/__init__.py create mode 100644 packages/opentelemetry-instrumentation-voyageai/tests/cassettes/test_embed/test_voyageai_embed_async_legacy.yaml create mode 100644 packages/opentelemetry-instrumentation-voyageai/tests/cassettes/test_embed/test_voyageai_embed_legacy.yaml create mode 100644 packages/opentelemetry-instrumentation-voyageai/tests/cassettes/test_rerank/test_voyageai_rerank_async_legacy.yaml create mode 100644 packages/opentelemetry-instrumentation-voyageai/tests/cassettes/test_rerank/test_voyageai_rerank_legacy.yaml create mode 100644 packages/opentelemetry-instrumentation-voyageai/tests/conftest.py create mode 100644 packages/opentelemetry-instrumentation-voyageai/tests/test_embed.py create mode 100644 packages/opentelemetry-instrumentation-voyageai/tests/test_rerank.py create mode 100644 packages/opentelemetry-instrumentation-voyageai/uv.lock create mode 100644 packages/sample-app/sample_app/voyageai_example.py diff --git a/packages/opentelemetry-instrumentation-alephalpha/uv.lock b/packages/opentelemetry-instrumentation-alephalpha/uv.lock index b856d54b18..679253b469 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/uv.lock +++ b/packages/opentelemetry-instrumentation-alephalpha/uv.lock @@ -976,7 +976,7 @@ wheels = [ [[package]] name = "opentelemetry-instrumentation-alephalpha" -version = "0.50.1" +version = "0.51.1" source = { editable = "." } dependencies = [ { name = "opentelemetry-api" }, diff --git a/packages/opentelemetry-instrumentation-anthropic/uv.lock b/packages/opentelemetry-instrumentation-anthropic/uv.lock index 5f0328b91c..ea5feed33d 100644 --- a/packages/opentelemetry-instrumentation-anthropic/uv.lock +++ b/packages/opentelemetry-instrumentation-anthropic/uv.lock @@ -340,7 +340,7 @@ wheels = [ [[package]] name = "opentelemetry-instrumentation-anthropic" -version = "0.50.1" +version = "0.51.1" source = { editable = "." } dependencies = [ { name = "opentelemetry-api" }, diff --git a/packages/opentelemetry-instrumentation-bedrock/uv.lock b/packages/opentelemetry-instrumentation-bedrock/uv.lock index 79cf05982b..4f467ccd18 100644 --- a/packages/opentelemetry-instrumentation-bedrock/uv.lock +++ b/packages/opentelemetry-instrumentation-bedrock/uv.lock @@ -401,7 +401,7 @@ wheels = [ [[package]] name = "opentelemetry-instrumentation-bedrock" -version = "0.50.1" +version = "0.51.1" source = { editable = "." } dependencies = [ { name = "anthropic" }, diff --git a/packages/opentelemetry-instrumentation-cohere/uv.lock b/packages/opentelemetry-instrumentation-cohere/uv.lock index c43d36fa0b..f4df032054 100644 --- a/packages/opentelemetry-instrumentation-cohere/uv.lock +++ b/packages/opentelemetry-instrumentation-cohere/uv.lock @@ -415,7 +415,7 @@ wheels = [ [[package]] name = "opentelemetry-instrumentation-cohere" -version = "0.50.1" +version = "0.51.1" source = { editable = "." } dependencies = [ { name = "opentelemetry-api" }, diff --git a/packages/opentelemetry-instrumentation-google-generativeai/uv.lock b/packages/opentelemetry-instrumentation-google-generativeai/uv.lock index 54e69dd4cb..8519298e21 100644 --- a/packages/opentelemetry-instrumentation-google-generativeai/uv.lock +++ b/packages/opentelemetry-instrumentation-google-generativeai/uv.lock @@ -308,7 +308,7 @@ wheels = [ [[package]] name = "opentelemetry-instrumentation-google-generativeai" -version = "0.50.1" +version = "0.51.1" source = { editable = "." } dependencies = [ { name = "opentelemetry-api" }, diff --git a/packages/opentelemetry-instrumentation-groq/uv.lock b/packages/opentelemetry-instrumentation-groq/uv.lock index 1942cdbaf7..a8d687e665 100644 --- a/packages/opentelemetry-instrumentation-groq/uv.lock +++ b/packages/opentelemetry-instrumentation-groq/uv.lock @@ -197,7 +197,7 @@ wheels = [ [[package]] name = "opentelemetry-instrumentation-groq" -version = "0.50.1" +version = "0.51.1" source = { editable = "." } dependencies = [ { name = "opentelemetry-api" }, diff --git a/packages/opentelemetry-instrumentation-haystack/uv.lock b/packages/opentelemetry-instrumentation-haystack/uv.lock index aecb2b9ca8..680f0eb230 100644 --- a/packages/opentelemetry-instrumentation-haystack/uv.lock +++ b/packages/opentelemetry-instrumentation-haystack/uv.lock @@ -624,7 +624,7 @@ wheels = [ [[package]] name = "opentelemetry-instrumentation-haystack" -version = "0.50.1" +version = "0.51.1" source = { editable = "." } dependencies = [ { name = "opentelemetry-api" }, diff --git a/packages/opentelemetry-instrumentation-lancedb/uv.lock b/packages/opentelemetry-instrumentation-lancedb/uv.lock index b821be7159..8bea282d17 100644 --- a/packages/opentelemetry-instrumentation-lancedb/uv.lock +++ b/packages/opentelemetry-instrumentation-lancedb/uv.lock @@ -201,7 +201,7 @@ wheels = [ [[package]] name = "opentelemetry-instrumentation-lancedb" -version = "0.50.1" +version = "0.51.1" source = { editable = "." } dependencies = [ { name = "opentelemetry-api" }, diff --git a/packages/opentelemetry-instrumentation-langchain/uv.lock b/packages/opentelemetry-instrumentation-langchain/uv.lock index 19e886b7ce..9e2ddcf1a7 100644 --- a/packages/opentelemetry-instrumentation-langchain/uv.lock +++ b/packages/opentelemetry-instrumentation-langchain/uv.lock @@ -1506,7 +1506,7 @@ wheels = [ [[package]] name = "opentelemetry-instrumentation-langchain" -version = "0.50.1" +version = "0.51.1" source = { editable = "." } dependencies = [ { name = "opentelemetry-api" }, diff --git a/packages/opentelemetry-instrumentation-marqo/uv.lock b/packages/opentelemetry-instrumentation-marqo/uv.lock index 33acb52ad7..48e677b07e 100644 --- a/packages/opentelemetry-instrumentation-marqo/uv.lock +++ b/packages/opentelemetry-instrumentation-marqo/uv.lock @@ -224,7 +224,7 @@ wheels = [ [[package]] name = "opentelemetry-instrumentation-marqo" -version = "0.50.1" +version = "0.51.1" source = { editable = "." } dependencies = [ { name = "opentelemetry-api" }, diff --git a/packages/opentelemetry-instrumentation-mistralai/uv.lock b/packages/opentelemetry-instrumentation-mistralai/uv.lock index 3e3f3e8b78..cefef0e763 100644 --- a/packages/opentelemetry-instrumentation-mistralai/uv.lock +++ b/packages/opentelemetry-instrumentation-mistralai/uv.lock @@ -207,7 +207,7 @@ wheels = [ [[package]] name = "opentelemetry-instrumentation-mistralai" -version = "0.50.1" +version = "0.51.1" source = { editable = "." } dependencies = [ { name = "opentelemetry-api" }, diff --git a/packages/opentelemetry-instrumentation-ollama/uv.lock b/packages/opentelemetry-instrumentation-ollama/uv.lock index 7bdfb45100..737f5e58b6 100644 --- a/packages/opentelemetry-instrumentation-ollama/uv.lock +++ b/packages/opentelemetry-instrumentation-ollama/uv.lock @@ -184,7 +184,7 @@ wheels = [ [[package]] name = "opentelemetry-instrumentation-ollama" -version = "0.50.1" +version = "0.51.1" source = { editable = "." } dependencies = [ { name = "opentelemetry-api" }, diff --git a/packages/opentelemetry-instrumentation-openai-agents/uv.lock b/packages/opentelemetry-instrumentation-openai-agents/uv.lock index 1e4de53630..05e6cfb835 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/uv.lock +++ b/packages/opentelemetry-instrumentation-openai-agents/uv.lock @@ -1306,7 +1306,7 @@ wheels = [ [[package]] name = "opentelemetry-instrumentation-openai-agents" -version = "0.51.0" +version = "0.51.1" source = { editable = "." } dependencies = [ { name = "opentelemetry-api" }, diff --git a/packages/opentelemetry-instrumentation-openai/uv.lock b/packages/opentelemetry-instrumentation-openai/uv.lock index e9927de3ca..d3734f881d 100644 --- a/packages/opentelemetry-instrumentation-openai/uv.lock +++ b/packages/opentelemetry-instrumentation-openai/uv.lock @@ -538,7 +538,7 @@ wheels = [ [[package]] name = "opentelemetry-instrumentation-openai" -version = "0.50.1" +version = "0.51.1" source = { editable = "." } dependencies = [ { name = "opentelemetry-api" }, diff --git a/packages/opentelemetry-instrumentation-pinecone/uv.lock b/packages/opentelemetry-instrumentation-pinecone/uv.lock index 86c028a227..62edba70f4 100644 --- a/packages/opentelemetry-instrumentation-pinecone/uv.lock +++ b/packages/opentelemetry-instrumentation-pinecone/uv.lock @@ -464,7 +464,7 @@ wheels = [ [[package]] name = "opentelemetry-instrumentation-pinecone" -version = "0.50.1" +version = "0.51.1" source = { editable = "." } dependencies = [ { name = "opentelemetry-api" }, diff --git a/packages/opentelemetry-instrumentation-replicate/uv.lock b/packages/opentelemetry-instrumentation-replicate/uv.lock index 89b9b31c46..1d270f0984 100644 --- a/packages/opentelemetry-instrumentation-replicate/uv.lock +++ b/packages/opentelemetry-instrumentation-replicate/uv.lock @@ -171,7 +171,7 @@ wheels = [ [[package]] name = "opentelemetry-instrumentation-replicate" -version = "0.50.1" +version = "0.51.1" source = { editable = "." } dependencies = [ { name = "opentelemetry-api" }, diff --git a/packages/opentelemetry-instrumentation-sagemaker/uv.lock b/packages/opentelemetry-instrumentation-sagemaker/uv.lock index a5f3afc465..3f0cf97a73 100644 --- a/packages/opentelemetry-instrumentation-sagemaker/uv.lock +++ b/packages/opentelemetry-instrumentation-sagemaker/uv.lock @@ -130,7 +130,7 @@ wheels = [ [[package]] name = "opentelemetry-instrumentation-sagemaker" -version = "0.50.1" +version = "0.51.1" source = { editable = "." } dependencies = [ { name = "opentelemetry-api" }, diff --git a/packages/opentelemetry-instrumentation-together/uv.lock b/packages/opentelemetry-instrumentation-together/uv.lock index c4d7a71bc0..cfeee2d6df 100644 --- a/packages/opentelemetry-instrumentation-together/uv.lock +++ b/packages/opentelemetry-instrumentation-together/uv.lock @@ -885,7 +885,7 @@ wheels = [ [[package]] name = "opentelemetry-instrumentation-together" -version = "0.50.1" +version = "0.51.1" source = { editable = "." } dependencies = [ { name = "opentelemetry-api" }, diff --git a/packages/opentelemetry-instrumentation-transformers/uv.lock b/packages/opentelemetry-instrumentation-transformers/uv.lock index f2f5dfa52d..3c8d5dcd80 100644 --- a/packages/opentelemetry-instrumentation-transformers/uv.lock +++ b/packages/opentelemetry-instrumentation-transformers/uv.lock @@ -417,7 +417,7 @@ wheels = [ [[package]] name = "opentelemetry-instrumentation-transformers" -version = "0.50.1" +version = "0.51.1" source = { editable = "." } dependencies = [ { name = "opentelemetry-api" }, diff --git a/packages/opentelemetry-instrumentation-voyageai/README.md b/packages/opentelemetry-instrumentation-voyageai/README.md new file mode 100644 index 0000000000..73c3f5ade4 --- /dev/null +++ b/packages/opentelemetry-instrumentation-voyageai/README.md @@ -0,0 +1,42 @@ +# OpenTelemetry Voyage AI Instrumentation + +This library allows tracing Voyage AI API calls with OpenTelemetry. + +## Installation + +```bash +pip install opentelemetry-instrumentation-voyageai +``` + +## Usage + +```python +from opentelemetry.instrumentation.voyageai import VoyageAIInstrumentor + +VoyageAIInstrumentor().instrument() + +# Now use Voyage AI as usual +import voyageai + +client = voyageai.Client() + +# Embeddings +result = client.embed(texts=["Hello, world!"], model="voyage-3") + +# Reranking +result = client.rerank( + query="What is the capital of France?", + documents=["Paris is the capital of France.", "London is in England."], + model="rerank-2.5" +) +``` + +## Semantic Conventions + +This instrumentation follows the OpenTelemetry GenAI semantic conventions: + +- `gen_ai.system`: "voyageai" +- `gen_ai.operation.name`: "embeddings" or "rerank" +- `gen_ai.request.model`: The model name +- `gen_ai.usage.input_tokens`: Token count from the response +- `gen_ai.embeddings.dimension.count`: Embedding vector dimension (for embed only) diff --git a/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/__init__.py b/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/__init__.py new file mode 100644 index 0000000000..dcf85b9a19 --- /dev/null +++ b/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/__init__.py @@ -0,0 +1,244 @@ +"""OpenTelemetry Voyage AI instrumentation""" + +import logging +from typing import Collection + +from opentelemetry import context as context_api +from opentelemetry.instrumentation.voyageai.config import Config +from opentelemetry.instrumentation.voyageai.span_utils import ( + OPERATION_EMBEDDINGS, + OPERATION_RERANK, + set_input_content_attributes, + set_response_content_attributes, + set_span_request_attributes, + set_span_response_attributes, +) +from opentelemetry.instrumentation.voyageai.utils import dont_throw +from opentelemetry.instrumentation.voyageai.version import __version__ +from opentelemetry.instrumentation.instrumentor import BaseInstrumentor +from opentelemetry.instrumentation.utils import ( + _SUPPRESS_INSTRUMENTATION_KEY, + unwrap, +) +from opentelemetry.semconv._incubating.attributes import ( + gen_ai_attributes as GenAIAttributes, +) +from opentelemetry.semconv_ai import ( + SUPPRESS_LANGUAGE_MODEL_INSTRUMENTATION_KEY, +) +from opentelemetry.trace import SpanKind, Status, StatusCode, Tracer, get_tracer +from wrapt import wrap_function_wrapper + +logger = logging.getLogger(__name__) + +_instruments = ("voyageai >= 0.3.0",) + +WRAPPED_METHODS = [ + { + "module": "voyageai", + "object": "Client", + "method": "embed", + "span_name": "voyageai.embed", + "operation_name": OPERATION_EMBEDDINGS, + }, + { + "module": "voyageai", + "object": "Client", + "method": "rerank", + "span_name": "voyageai.rerank", + "operation_name": OPERATION_RERANK, + }, +] + +WRAPPED_AMETHODS = [ + { + "module": "voyageai", + "object": "AsyncClient", + "method": "embed", + "span_name": "voyageai.embed", + "operation_name": OPERATION_EMBEDDINGS, + }, + { + "module": "voyageai", + "object": "AsyncClient", + "method": "rerank", + "span_name": "voyageai.rerank", + "operation_name": OPERATION_RERANK, + }, +] + + +def _with_tracer_wrapper(func): + """Helper for providing tracer for wrapper functions.""" + + def _with_tracer(tracer, to_wrap): + def wrapper(wrapped, instance, args, kwargs): + return func(tracer, to_wrap, wrapped, instance, args, kwargs) + + return wrapper + + return _with_tracer + + +@dont_throw +def _handle_input_content(span, operation_name, kwargs): + set_input_content_attributes(span, operation_name, kwargs) + + +@dont_throw +def _handle_response_content(span, operation_name, response): + set_response_content_attributes(span, operation_name, response) + + +@_with_tracer_wrapper +def _wrap( + tracer: Tracer, + to_wrap, + wrapped, + instance, + args, + kwargs, +): + """Instruments and calls every function defined in TO_WRAP.""" + if context_api.get_value(_SUPPRESS_INSTRUMENTATION_KEY) or context_api.get_value( + SUPPRESS_LANGUAGE_MODEL_INSTRUMENTATION_KEY + ): + return wrapped(*args, **kwargs) + + name = to_wrap.get("span_name") + operation_name = to_wrap.get("operation_name") + span = tracer.start_span( + name, + kind=SpanKind.CLIENT, + attributes={ + GenAIAttributes.GEN_AI_SYSTEM: "voyageai", + GenAIAttributes.GEN_AI_OPERATION_NAME: operation_name, + }, + ) + + try: + set_span_request_attributes(span, kwargs) + _handle_input_content(span, operation_name, kwargs) + + response = wrapped(*args, **kwargs) + + set_span_response_attributes(span, operation_name, response) + _handle_response_content(span, operation_name, response) + span.end() + return response + except Exception as e: + if span.is_recording(): + span.set_status(Status(StatusCode.ERROR, str(e))) + span.record_exception(e) + span.end() + raise + + +@_with_tracer_wrapper +async def _awrap( + tracer: Tracer, + to_wrap, + wrapped, + instance, + args, + kwargs, +): + """Instruments and calls every async function defined in TO_WRAP.""" + if context_api.get_value(_SUPPRESS_INSTRUMENTATION_KEY) or context_api.get_value( + SUPPRESS_LANGUAGE_MODEL_INSTRUMENTATION_KEY + ): + return await wrapped(*args, **kwargs) + + name = to_wrap.get("span_name") + operation_name = to_wrap.get("operation_name") + span = tracer.start_span( + name, + kind=SpanKind.CLIENT, + attributes={ + GenAIAttributes.GEN_AI_SYSTEM: "voyageai", + GenAIAttributes.GEN_AI_OPERATION_NAME: operation_name, + }, + ) + + try: + set_span_request_attributes(span, kwargs) + _handle_input_content(span, operation_name, kwargs) + + response = await wrapped(*args, **kwargs) + + set_span_response_attributes(span, operation_name, response) + _handle_response_content(span, operation_name, response) + span.end() + return response + except Exception as e: + if span.is_recording(): + span.set_status(Status(StatusCode.ERROR, str(e))) + span.record_exception(e) + span.end() + raise + + +class VoyageAIInstrumentor(BaseInstrumentor): + """An instrumentor for Voyage AI's client library.""" + + def __init__(self, exception_logger=None, use_legacy_attributes=True): + super().__init__() + Config.exception_logger = exception_logger + Config.use_legacy_attributes = use_legacy_attributes + + def instrumentation_dependencies(self) -> Collection[str]: + return _instruments + + def _instrument(self, **kwargs): + tracer_provider = kwargs.get("tracer_provider") + tracer = get_tracer(__name__, __version__, tracer_provider) + + for wrapped_method in WRAPPED_METHODS: + wrap_module = wrapped_method.get("module") + wrap_object = wrapped_method.get("object") + wrap_method = wrapped_method.get("method") + try: + wrap_function_wrapper( + wrap_module, + f"{wrap_object}.{wrap_method}", + _wrap(tracer, wrapped_method), + ) + except (ImportError, ModuleNotFoundError, AttributeError): + logger.debug(f"Failed to instrument {wrap_module}.{wrap_object}.{wrap_method}") + + for wrapped_method in WRAPPED_AMETHODS: + wrap_module = wrapped_method.get("module") + wrap_object = wrapped_method.get("object") + wrap_method = wrapped_method.get("method") + try: + wrap_function_wrapper( + wrap_module, + f"{wrap_object}.{wrap_method}", + _awrap(tracer, wrapped_method), + ) + except (ImportError, ModuleNotFoundError, AttributeError): + logger.debug(f"Failed to instrument {wrap_module}.{wrap_object}.{wrap_method}") + + def _uninstrument(self, **kwargs): + for wrapped_method in WRAPPED_METHODS: + wrap_module = wrapped_method.get("module") + wrap_object = wrapped_method.get("object") + wrap_method = wrapped_method.get("method") + try: + unwrap( + f"{wrap_module}.{wrap_object}", + wrap_method, + ) + except (ImportError, ModuleNotFoundError, AttributeError): + logger.debug(f"Failed to uninstrument {wrap_module}.{wrap_object}.{wrap_method}") + for wrapped_method in WRAPPED_AMETHODS: + wrap_module = wrapped_method.get("module") + wrap_object = wrapped_method.get("object") + wrap_method = wrapped_method.get("method") + try: + unwrap( + f"{wrap_module}.{wrap_object}", + wrap_method, + ) + except (ImportError, ModuleNotFoundError, AttributeError): + logger.debug(f"Failed to uninstrument {wrap_module}.{wrap_object}.{wrap_method}") diff --git a/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/config.py b/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/config.py new file mode 100644 index 0000000000..44199c038c --- /dev/null +++ b/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/config.py @@ -0,0 +1,3 @@ +class Config: + exception_logger = None + use_legacy_attributes = True diff --git a/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/span_utils.py b/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/span_utils.py new file mode 100644 index 0000000000..88153f3ef0 --- /dev/null +++ b/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/span_utils.py @@ -0,0 +1,141 @@ +from opentelemetry.instrumentation.voyageai.utils import ( + dont_throw, + dump_object, + should_send_prompts, + should_emit_events, +) +from opentelemetry.semconv._incubating.attributes import ( + gen_ai_attributes as GenAIAttributes, +) +from opentelemetry.trace.status import Status, StatusCode + + +# Operation name constants +OPERATION_EMBEDDINGS = "embeddings" +OPERATION_RERANK = "rerank" + + +def _set_span_attribute(span, name, value): + if value is not None: + if value != "": + span.set_attribute(name, value) + return + + +@dont_throw +def set_input_content_attributes(span, operation_name, kwargs): + if not span.is_recording(): + return + + if should_send_prompts() and not should_emit_events(): + if operation_name == OPERATION_EMBEDDINGS: + # For embeddings, capture texts as input + texts = kwargs.get("texts", []) + if texts: + _set_span_attribute( + span, + f"{GenAIAttributes.GEN_AI_PROMPT}.0.role", + "user", + ) + # Store texts as JSON array + _set_span_attribute( + span, + f"{GenAIAttributes.GEN_AI_PROMPT}.0.content", + dump_object([{"type": "text", "text": text} for text in texts]), + ) + + elif operation_name == OPERATION_RERANK: + # For rerank, capture documents as system prompts and query as user prompt + documents = kwargs.get("documents", []) + for index, document in enumerate(documents): + _set_span_attribute( + span, f"{GenAIAttributes.GEN_AI_PROMPT}.{index}.role", "system" + ) + _set_span_attribute( + span, f"{GenAIAttributes.GEN_AI_PROMPT}.{index}.content", document + ) + + # Query is the user prompt + _set_span_attribute( + span, + f"{GenAIAttributes.GEN_AI_PROMPT}.{len(documents)}.role", + "user", + ) + _set_span_attribute( + span, + f"{GenAIAttributes.GEN_AI_PROMPT}.{len(documents)}.content", + kwargs.get("query"), + ) + + +@dont_throw +def set_response_content_attributes(span, operation_name, response): + if not span.is_recording(): + return + + if should_send_prompts(): + if operation_name == OPERATION_RERANK: + _set_span_rerank_response(span, response) + span.set_status(Status(StatusCode.OK)) + + +@dont_throw +def set_span_request_attributes(span, kwargs): + if not span.is_recording(): + return + + _set_span_attribute(span, GenAIAttributes.GEN_AI_REQUEST_MODEL, kwargs.get("model")) + # Voyage AI specific: top_k for rerank + if kwargs.get("top_k"): + _set_span_attribute(span, GenAIAttributes.GEN_AI_REQUEST_TOP_K, kwargs.get("top_k")) + + +@dont_throw +def set_span_response_attributes(span, operation_name, response): + if not span.is_recording(): + return + + # Access total_tokens directly from the response object + # Voyage AI SDK provides this as a direct attribute + total_tokens = getattr(response, "total_tokens", None) + if total_tokens: + _set_span_attribute( + span, + GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS, + total_tokens, + ) + + # For embeddings, capture the dimension count + if operation_name == OPERATION_EMBEDDINGS: + embeddings = getattr(response, "embeddings", []) + if embeddings and len(embeddings) > 0: + # Get dimension from first embedding + dimension = len(embeddings[0]) if embeddings[0] else 0 + _set_span_attribute( + span, + GenAIAttributes.GEN_AI_EMBEDDINGS_DIMENSION_COUNT, + dimension, + ) + + +def _set_span_rerank_response(span, response): + # Access results directly from response object + results = getattr(response, "results", []) + + for idx, result in enumerate(results): + prefix = f"{GenAIAttributes.GEN_AI_COMPLETION}.{idx}" + _set_span_attribute(span, f"{prefix}.role", "assistant") + + # Access attributes directly from the result object + index = getattr(result, "index", idx) + relevance_score = getattr(result, "relevance_score", 0.0) + document = getattr(result, "document", "") + + content = f"Doc {index}, Score: {relevance_score}" + if document: + content += f"\n{document}" + _set_span_attribute( + span, + f"{prefix}.content", + content, + ) diff --git a/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/utils.py b/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/utils.py new file mode 100644 index 0000000000..f4ff8183c3 --- /dev/null +++ b/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/utils.py @@ -0,0 +1,77 @@ +import dataclasses +import json +import logging +import os +import traceback + +from opentelemetry import context as context_api +from opentelemetry.instrumentation.voyageai.config import Config + +TRACELOOP_TRACE_CONTENT = "TRACELOOP_TRACE_CONTENT" + + +def dont_throw(func): + """ + A decorator that wraps the passed in function and logs exceptions instead of throwing them. + + @param func: The function to wrap + @return: The wrapper function + """ + # Obtain a logger specific to the function's module + logger = logging.getLogger(func.__module__) + + def wrapper(*args, **kwargs): + try: + return func(*args, **kwargs) + except Exception as e: + logger.debug( + "OpenLLMetry failed to trace in %s, error: %s", + func.__name__, + traceback.format_exc(), + ) + if Config.exception_logger: + Config.exception_logger(e) + + return wrapper + + +def should_send_prompts(): + return ( + os.getenv(TRACELOOP_TRACE_CONTENT) or "true" + ).lower() == "true" or context_api.get_value("override_enable_content_tracing") + + +def should_emit_events() -> bool: + """ + Checks if the instrumentation isn't using the legacy attributes + and if the event logger is not None. + """ + return not Config.use_legacy_attributes + + +def dump_object(obj): + try: + if hasattr(obj, "model_dump_json") and callable(obj.model_dump_json): + return obj.model_dump_json() + except Exception: + pass + try: + return json.dumps(obj) + except Exception: + return "" + + +def to_dict(obj): + try: + if hasattr(obj, "model_dump") and callable(obj.model_dump): + return obj.model_dump() + except Exception: + pass + if isinstance(obj, dict): + return obj + if dataclasses.is_dataclass(obj): + return dataclasses.asdict(obj) + try: + return dict(obj) + except Exception: + return obj diff --git a/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py b/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py new file mode 100644 index 0000000000..d280604ce6 --- /dev/null +++ b/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py @@ -0,0 +1 @@ +__version__ = "0.51.1" diff --git a/packages/opentelemetry-instrumentation-voyageai/project.json b/packages/opentelemetry-instrumentation-voyageai/project.json new file mode 100644 index 0000000000..6fc906ca3a --- /dev/null +++ b/packages/opentelemetry-instrumentation-voyageai/project.json @@ -0,0 +1,77 @@ +{ + "name": "opentelemetry-instrumentation-voyageai", + "$schema": "../../node_modules/nx/schemas/project-schema.json", + "projectType": "library", + "sourceRoot": "packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai", + "targets": { + "lock": { + "executor": "nx:run-commands", + "options": { + "command": "uv lock", + "cwd": "packages/opentelemetry-instrumentation-voyageai" + } + }, + "add": { + "executor": "@nxlv/python:add", + "options": {} + }, + "update": { + "executor": "@nxlv/python:update", + "options": {} + }, + "remove": { + "executor": "@nxlv/python:remove", + "options": {} + }, + "build": { + "executor": "@nxlv/python:build", + "outputs": [ + "{projectRoot}/dist" + ], + "options": { + "outputPath": "packages/opentelemetry-instrumentation-voyageai/dist", + "publish": false, + "lockedVersions": true, + "bundleLocalDependencies": true + } + }, + "install": { + "executor": "nx:run-commands", + "options": { + "command": "uv sync --all-groups", + "cwd": "packages/opentelemetry-instrumentation-voyageai" + } + }, + "lint": { + "executor": "nx:run-commands", + "options": { + "command": "uv run ruff check .", + "cwd": "packages/opentelemetry-instrumentation-voyageai" + } + }, + "test": { + "executor": "nx:run-commands", + "outputs": [ + "{workspaceRoot}/reports/packages/opentelemetry-instrumentation-voyageai/unittests", + "{workspaceRoot}/coverage/packages/opentelemetry-instrumentation-voyageai" + ], + "options": { + "command": "uv run pytest tests/", + "cwd": "packages/opentelemetry-instrumentation-voyageai" + } + }, + "build-release": { + "executor": "nx:run-commands", + "options": { + "commands": [ + "chmod +x ../../scripts/build-release.sh", + "../../scripts/build-release.sh" + ], + "cwd": "packages/opentelemetry-instrumentation-voyageai" + } + } + }, + "tags": [ + "instrumentation" + ] +} diff --git a/packages/opentelemetry-instrumentation-voyageai/pyproject.toml b/packages/opentelemetry-instrumentation-voyageai/pyproject.toml new file mode 100644 index 0000000000..314035e93e --- /dev/null +++ b/packages/opentelemetry-instrumentation-voyageai/pyproject.toml @@ -0,0 +1,74 @@ +[project] +name = "opentelemetry-instrumentation-voyageai" +version = "0.51.1" +description = "OpenTelemetry Voyage AI instrumentation" +authors = [ + { name = "Gal Kleinman", email = "gal@traceloop.com" }, +] +license = "Apache-2.0" +readme = "README.md" +requires-python = ">=3.10,<4" +dependencies = [ + "opentelemetry-api>=1.38.0,<2", + "opentelemetry-instrumentation>=0.59b0", + "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-semantic-conventions>=0.59b0", +] + +[project.urls] +Repository = "https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-voyageai" + +[project.optional-dependencies] +instruments = ["voyageai"] + +[project.entry-points."opentelemetry_instrumentor"] +voyageai = "opentelemetry.instrumentation.voyageai:VoyageAIInstrumentor" + +[dependency-groups] +dev = [ + "autopep8>=2.2.0,<3", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "ruff>=0.4.0", +] +test = [ + "voyageai>=0.3.0", + "opentelemetry-sdk>=1.38.0,<2", + "pytest-asyncio>=1.2.0,<2", + "pytest-recording>=0.13.1,<0.14.0", + "pytest-sugar==1.0.0", + "pytest>=8.2.2,<9", + "vcrpy>=8.0.0,<9", +] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.build.targets.wheel] +packages = ["opentelemetry"] + +[tool.coverage.run] +branch = true +source = ["opentelemetry/instrumentation/voyageai"] + +[tool.coverage.report] +exclude_lines = ["if TYPE_CHECKING:"] +show_missing = true + +[tool.ruff] +line-length = 120 +exclude = [ + ".git", + "__pycache__", + "build", + "dist", + ".venv", + ".pytest_cache", +] + +[tool.ruff.lint] +select = ["E", "F", "W"] + +[tool.uv] +constraint-dependencies = ["urllib3>=2.6.3", "pip>=25.3"] diff --git a/packages/opentelemetry-instrumentation-voyageai/tests/__init__.py b/packages/opentelemetry-instrumentation-voyageai/tests/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/packages/opentelemetry-instrumentation-voyageai/tests/cassettes/test_embed/test_voyageai_embed_async_legacy.yaml b/packages/opentelemetry-instrumentation-voyageai/tests/cassettes/test_embed/test_voyageai_embed_async_legacy.yaml new file mode 100644 index 0000000000..921d9b2578 --- /dev/null +++ b/packages/opentelemetry-instrumentation-voyageai/tests/cassettes/test_embed/test_voyageai_embed_async_legacy.yaml @@ -0,0 +1,41 @@ +interactions: +- request: + body: '{"input": ["The capital of France is Paris.", "London is the capital of + England."], "model": "voyage-3-lite", "input_type": "document", "truncation": + true, "output_dtype": null, "output_dimension": null, "encoding_format": "base64"}' + headers: + Content-Type: + - application/json + method: post + uri: https://api.voyageai.com/v1/embeddings + response: + body: + string: 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+ headers: + Alt-Svc: + - h3=":443"; ma=2592000,h3-29=":443"; ma=2592000 + Content-Length: + - '5638' + Content-Type: + - application/json + Date: + - Thu, 29 Jan 2026 09:08:23 GMT + Server: + - uvicorn + Via: + - 1.1 google + x-api-warning: + - You have not yet added your payment method in the billing page and will have + reduced rate limits of 3 RPM and 10K TPM. To unlock our standard rate limits, + please add a payment method in the billing page for the appropriate organization + in the user dashboard (https://dashboard.voyageai.com/). Even with payment + methods entered, the free tokens (200M tokens for Voyage series 3) will still + apply. After adding a payment method, you should see your rate limits increase + after several minutes. See our pricing docs (https://docs.voyageai.com/docs/pricing) + for the free tokens for your model. + x-request-id: + - b781cf344f4c0592fa404ab7c4e4efbd + status: + code: 200 + message: OK +version: 1 diff --git a/packages/opentelemetry-instrumentation-voyageai/tests/cassettes/test_embed/test_voyageai_embed_legacy.yaml b/packages/opentelemetry-instrumentation-voyageai/tests/cassettes/test_embed/test_voyageai_embed_legacy.yaml new file mode 100644 index 0000000000..94f7cf3dac --- /dev/null +++ b/packages/opentelemetry-instrumentation-voyageai/tests/cassettes/test_embed/test_voyageai_embed_legacy.yaml @@ -0,0 +1,52 @@ +interactions: +- request: + body: '{"input": ["The capital of France is Paris.", "London is the capital of + England.", "Berlin is the capital of Germany."], "model": "voyage-3-lite", "input_type": + "document", "truncation": true, "output_dtype": null, "output_dimension": null, + "encoding_format": "base64"}' + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + Content-Length: + - '269' + Content-Type: + - application/json + User-Agent: + - python-requests/2.32.5 + method: POST + uri: https://api.voyageai.com/v1/embeddings + response: + body: + string: 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+ headers: + Alt-Svc: + - h3=":443"; ma=2592000,h3-29=":443"; ma=2592000 + Content-Length: + - '8418' + Via: + - 1.1 google + content-type: + - application/json + date: + - Thu, 29 Jan 2026 09:08:22 GMT + server: + - uvicorn + x-api-warning: + - You have not yet added your payment method in the billing page and will have + reduced rate limits of 3 RPM and 10K TPM. To unlock our standard rate limits, + please add a payment method in the billing page for the appropriate organization + in the user dashboard (https://dashboard.voyageai.com/). Even with payment + methods entered, the free tokens (200M tokens for Voyage series 3) will still + apply. After adding a payment method, you should see your rate limits increase + after several minutes. See our pricing docs (https://docs.voyageai.com/docs/pricing) + for the free tokens for your model. + x-request-id: + - 4c2bfb3c4542612588cd81bb98c5d771 + status: + code: 200 + message: OK +version: 1 diff --git a/packages/opentelemetry-instrumentation-voyageai/tests/cassettes/test_rerank/test_voyageai_rerank_async_legacy.yaml b/packages/opentelemetry-instrumentation-voyageai/tests/cassettes/test_rerank/test_voyageai_rerank_async_legacy.yaml new file mode 100644 index 0000000000..176615c35a --- /dev/null +++ b/packages/opentelemetry-instrumentation-voyageai/tests/cassettes/test_rerank/test_voyageai_rerank_async_legacy.yaml @@ -0,0 +1,42 @@ +interactions: +- request: + body: '{"query": "What is the capital of France?", "documents": ["Paris is the + capital of France and is known for the Eiffel Tower.", "London is the capital + of England and has Big Ben.", "Berlin is the capital of Germany."], "model": + "rerank-2-lite", "top_k": 2, "truncation": true}' + headers: + Content-Type: + - application/json + method: post + uri: https://api.voyageai.com/v1/rerank + response: + body: + string: '{"object":"list","data":[{"relevance_score":0.69140625,"index":0},{"relevance_score":0.494140625,"index":2}],"model":"rerank-2-lite","usage":{"total_tokens":43}}' + headers: + Alt-Svc: + - h3=":443"; ma=2592000,h3-29=":443"; ma=2592000 + Content-Length: + - '161' + Content-Type: + - application/json + Date: + - Thu, 29 Jan 2026 09:08:24 GMT + Server: + - uvicorn + Via: + - 1.1 google + x-api-warning: + - You have not yet added your payment method in the billing page and will have + reduced rate limits of 3 RPM and 10K TPM. To unlock our standard rate limits, + please add a payment method in the billing page for the appropriate organization + in the user dashboard (https://dashboard.voyageai.com/). Even with payment + methods entered, the free tokens (200M tokens for Voyage series 3) will still + apply. After adding a payment method, you should see your rate limits increase + after several minutes. See our pricing docs (https://docs.voyageai.com/docs/pricing) + for the free tokens for your model. + x-request-id: + - a3b8cb22c96286209d427a8ce8b0ea9a + status: + code: 200 + message: OK +version: 1 diff --git a/packages/opentelemetry-instrumentation-voyageai/tests/cassettes/test_rerank/test_voyageai_rerank_legacy.yaml b/packages/opentelemetry-instrumentation-voyageai/tests/cassettes/test_rerank/test_voyageai_rerank_legacy.yaml new file mode 100644 index 0000000000..378055c7bd --- /dev/null +++ b/packages/opentelemetry-instrumentation-voyageai/tests/cassettes/test_rerank/test_voyageai_rerank_legacy.yaml @@ -0,0 +1,53 @@ +interactions: +- request: + body: '{"query": "What is the capital of France?", "documents": ["Paris is the + capital of France and is known for the Eiffel Tower.", "London is the capital + of England and has Big Ben.", "Berlin is the capital of Germany.", "The capital + of France is Paris, a beautiful city."], "model": "rerank-2-lite", "top_k": + 3, "truncation": true}' + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + Content-Length: + - '328' + Content-Type: + - application/json + User-Agent: + - python-requests/2.32.5 + method: POST + uri: https://api.voyageai.com/v1/rerank + response: + body: + string: '{"object":"list","data":[{"relevance_score":0.7421875,"index":3},{"relevance_score":0.69140625,"index":0},{"relevance_score":0.494140625,"index":2}],"model":"rerank-2-lite","usage":{"total_tokens":57}}' + headers: + Alt-Svc: + - h3=":443"; ma=2592000,h3-29=":443"; ma=2592000 + Content-Length: + - '201' + Via: + - 1.1 google + content-type: + - application/json + date: + - Thu, 29 Jan 2026 09:08:23 GMT + server: + - uvicorn + x-api-warning: + - You have not yet added your payment method in the billing page and will have + reduced rate limits of 3 RPM and 10K TPM. To unlock our standard rate limits, + please add a payment method in the billing page for the appropriate organization + in the user dashboard (https://dashboard.voyageai.com/). Even with payment + methods entered, the free tokens (200M tokens for Voyage series 3) will still + apply. After adding a payment method, you should see your rate limits increase + after several minutes. See our pricing docs (https://docs.voyageai.com/docs/pricing) + for the free tokens for your model. + x-request-id: + - 9454b60510fef508af49c38eeb0cd0bf + status: + code: 200 + message: OK +version: 1 diff --git a/packages/opentelemetry-instrumentation-voyageai/tests/conftest.py b/packages/opentelemetry-instrumentation-voyageai/tests/conftest.py new file mode 100644 index 0000000000..88f1800926 --- /dev/null +++ b/packages/opentelemetry-instrumentation-voyageai/tests/conftest.py @@ -0,0 +1,58 @@ +"""Unit tests configuration module.""" + +import os + +import pytest +import voyageai +from opentelemetry.instrumentation.voyageai import VoyageAIInstrumentor +from opentelemetry.sdk.trace import TracerProvider +from opentelemetry.sdk.trace.export import SimpleSpanProcessor +from opentelemetry.sdk.trace.export.in_memory_span_exporter import InMemorySpanExporter + +pytest_plugins = [] + + +@pytest.fixture(scope="function", name="span_exporter") +def fixture_span_exporter(): + exporter = InMemorySpanExporter() + yield exporter + + +@pytest.fixture(scope="function", name="tracer_provider") +def fixture_tracer_provider(span_exporter): + provider = TracerProvider() + provider.add_span_processor(SimpleSpanProcessor(span_exporter)) + return provider + + +@pytest.fixture +def voyageai_client(): + return voyageai.Client(api_key=os.environ.get("VOYAGE_API_KEY")) + + +@pytest.fixture +def async_voyageai_client(): + return voyageai.AsyncClient(api_key=os.environ.get("VOYAGE_API_KEY")) + + +@pytest.fixture(scope="function") +def instrument_legacy(tracer_provider): + instrumentor = VoyageAIInstrumentor() + instrumentor.instrument( + tracer_provider=tracer_provider, + ) + + yield instrumentor + + instrumentor.uninstrument() + + +@pytest.fixture(autouse=True) +def environment(): + if "VOYAGE_API_KEY" not in os.environ: + os.environ["VOYAGE_API_KEY"] = "test_api_key" + + +@pytest.fixture(scope="module") +def vcr_config(): + return {"filter_headers": ["authorization", "x-voyage-api-key"]} diff --git a/packages/opentelemetry-instrumentation-voyageai/tests/test_embed.py b/packages/opentelemetry-instrumentation-voyageai/tests/test_embed.py new file mode 100644 index 0000000000..cca28a5253 --- /dev/null +++ b/packages/opentelemetry-instrumentation-voyageai/tests/test_embed.py @@ -0,0 +1,88 @@ +import json +import pytest +from opentelemetry.semconv._incubating.attributes import ( + gen_ai_attributes as GenAIAttributes, +) + + +@pytest.mark.vcr +def test_voyageai_embed_legacy( + span_exporter, instrument_legacy, voyageai_client +): + texts = [ + "The capital of France is Paris.", + "London is the capital of England.", + "Berlin is the capital of Germany.", + ] + + result = voyageai_client.embed( + texts=texts, + model="voyage-3-lite", + input_type="document", + ) + + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + voyageai_span = spans[0] + assert voyageai_span.name == "voyageai.embed" + assert voyageai_span.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) == "voyageai" + assert voyageai_span.attributes.get(GenAIAttributes.GEN_AI_OPERATION_NAME) == "embeddings" + assert ( + voyageai_span.attributes.get(GenAIAttributes.GEN_AI_REQUEST_MODEL) + == "voyage-3-lite" + ) + assert ( + voyageai_span.attributes.get( + f"{GenAIAttributes.GEN_AI_PROMPT}.0.role" + ) + == "user" + ) + + # Check that input texts are captured + content = voyageai_span.attributes.get(f"{GenAIAttributes.GEN_AI_PROMPT}.0.content") + assert content is not None + parsed_content = json.loads(content) + assert len(parsed_content) == 3 + assert parsed_content[0]["text"] == texts[0] + + # Check token usage is captured + assert voyageai_span.attributes.get(GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS) is not None + + # Check embedding dimension is captured + assert voyageai_span.attributes.get(GenAIAttributes.GEN_AI_EMBEDDINGS_DIMENSION_COUNT) is not None + + # Verify embeddings were returned + assert result is not None + assert len(result.embeddings) == 3 + + +@pytest.mark.vcr +@pytest.mark.asyncio +async def test_voyageai_embed_async_legacy( + span_exporter, instrument_legacy, async_voyageai_client +): + texts = [ + "The capital of France is Paris.", + "London is the capital of England.", + ] + + result = await async_voyageai_client.embed( + texts=texts, + model="voyage-3-lite", + input_type="document", + ) + + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + voyageai_span = spans[0] + assert voyageai_span.name == "voyageai.embed" + assert voyageai_span.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) == "voyageai" + assert voyageai_span.attributes.get(GenAIAttributes.GEN_AI_OPERATION_NAME) == "embeddings" + assert ( + voyageai_span.attributes.get(GenAIAttributes.GEN_AI_REQUEST_MODEL) + == "voyage-3-lite" + ) + + # Verify embeddings were returned + assert result is not None + assert len(result.embeddings) == 2 diff --git a/packages/opentelemetry-instrumentation-voyageai/tests/test_rerank.py b/packages/opentelemetry-instrumentation-voyageai/tests/test_rerank.py new file mode 100644 index 0000000000..870d30d593 --- /dev/null +++ b/packages/opentelemetry-instrumentation-voyageai/tests/test_rerank.py @@ -0,0 +1,113 @@ +import pytest +from opentelemetry.semconv._incubating.attributes import ( + gen_ai_attributes as GenAIAttributes, +) + + +@pytest.mark.vcr +def test_voyageai_rerank_legacy( + span_exporter, instrument_legacy, voyageai_client +): + query = "What is the capital of France?" + documents = [ + "Paris is the capital of France and is known for the Eiffel Tower.", + "London is the capital of England and has Big Ben.", + "Berlin is the capital of Germany.", + "The capital of France is Paris, a beautiful city.", + ] + + result = voyageai_client.rerank( + query=query, + documents=documents, + model="rerank-2-lite", + top_k=3, + ) + + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + voyageai_span = spans[0] + assert voyageai_span.name == "voyageai.rerank" + assert voyageai_span.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) == "voyageai" + assert voyageai_span.attributes.get(GenAIAttributes.GEN_AI_OPERATION_NAME) == "rerank" + assert ( + voyageai_span.attributes.get(GenAIAttributes.GEN_AI_REQUEST_MODEL) + == "rerank-2-lite" + ) + + # Check that documents are captured as system prompts + for i, doc in enumerate(documents): + assert ( + voyageai_span.attributes.get(f"{GenAIAttributes.GEN_AI_PROMPT}.{i}.role") + == "system" + ) + assert ( + voyageai_span.attributes.get(f"{GenAIAttributes.GEN_AI_PROMPT}.{i}.content") + == doc + ) + + # Check that query is captured as user prompt + assert ( + voyageai_span.attributes.get( + f"{GenAIAttributes.GEN_AI_PROMPT}.{len(documents)}.role" + ) + == "user" + ) + assert ( + voyageai_span.attributes.get( + f"{GenAIAttributes.GEN_AI_PROMPT}.{len(documents)}.content" + ) + == query + ) + + # Check token usage is captured + assert voyageai_span.attributes.get(GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS) is not None + + # Check that results are captured as completions + for idx in range(len(result.results)): + assert ( + voyageai_span.attributes.get(f"{GenAIAttributes.GEN_AI_COMPLETION}.{idx}.role") + == "assistant" + ) + content = voyageai_span.attributes.get(f"{GenAIAttributes.GEN_AI_COMPLETION}.{idx}.content") + assert content is not None + assert "Doc" in content + assert "Score:" in content + + # Verify results were returned + assert result is not None + assert len(result.results) == 3 + + +@pytest.mark.vcr +@pytest.mark.asyncio +async def test_voyageai_rerank_async_legacy( + span_exporter, instrument_legacy, async_voyageai_client +): + query = "What is the capital of France?" + documents = [ + "Paris is the capital of France and is known for the Eiffel Tower.", + "London is the capital of England and has Big Ben.", + "Berlin is the capital of Germany.", + ] + + result = await async_voyageai_client.rerank( + query=query, + documents=documents, + model="rerank-2-lite", + top_k=2, + ) + + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + voyageai_span = spans[0] + assert voyageai_span.name == "voyageai.rerank" + assert voyageai_span.attributes.get(GenAIAttributes.GEN_AI_SYSTEM) == "voyageai" + assert voyageai_span.attributes.get(GenAIAttributes.GEN_AI_OPERATION_NAME) == "rerank" + assert ( + voyageai_span.attributes.get(GenAIAttributes.GEN_AI_REQUEST_MODEL) + == "rerank-2-lite" + ) + + # Verify results were returned + assert result is not None + assert len(result.results) == 2 diff --git a/packages/opentelemetry-instrumentation-voyageai/uv.lock b/packages/opentelemetry-instrumentation-voyageai/uv.lock new file mode 100644 index 0000000000..6fa4ab22f8 --- /dev/null +++ b/packages/opentelemetry-instrumentation-voyageai/uv.lock @@ -0,0 +1,2271 @@ +version = 1 +revision = 1 +requires-python = ">=3.10, <4" +resolution-markers = [ + "python_full_version == '3.13.*'", + 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b/packages/opentelemetry-instrumentation-watsonx/uv.lock index 535d41cf4d..822659f8ed 100644 --- a/packages/opentelemetry-instrumentation-watsonx/uv.lock +++ b/packages/opentelemetry-instrumentation-watsonx/uv.lock @@ -425,7 +425,7 @@ wheels = [ [[package]] name = "opentelemetry-instrumentation-watsonx" -version = "0.50.1" +version = "0.51.1" source = { editable = "." } dependencies = [ { name = "opentelemetry-api" }, diff --git a/packages/opentelemetry-instrumentation-weaviate/uv.lock b/packages/opentelemetry-instrumentation-weaviate/uv.lock index 5cbddd1650..ef798f8fd4 100644 --- a/packages/opentelemetry-instrumentation-weaviate/uv.lock +++ b/packages/opentelemetry-instrumentation-weaviate/uv.lock @@ -551,7 +551,7 @@ wheels = [ [[package]] name = "opentelemetry-instrumentation-weaviate" -version = "0.50.1" +version = "0.51.1" source = { editable = "." } dependencies = [ { name = "opentelemetry-api" }, diff --git a/packages/opentelemetry-instrumentation-writer/uv.lock b/packages/opentelemetry-instrumentation-writer/uv.lock index c994e5937d..ec1ec025bd 100644 --- a/packages/opentelemetry-instrumentation-writer/uv.lock +++ b/packages/opentelemetry-instrumentation-writer/uv.lock @@ -916,7 +916,7 @@ wheels = [ [[package]] name = "opentelemetry-instrumentation-writer" -version = "0.50.1" +version = "0.51.1" source = { editable = "." } dependencies = [ { name = "opentelemetry-api" }, diff --git a/packages/sample-app/pyproject.toml b/packages/sample-app/pyproject.toml index 4a6618ae91..dd3bd1284d 100644 --- a/packages/sample-app/pyproject.toml +++ b/packages/sample-app/pyproject.toml @@ -48,6 +48,7 @@ dependencies = [ "openai-agents>=0.2.7,<0.3.0", "fastmcp>=2.12.3,<3", "agno>=2.4.0,<3", + "voyageai>=0.3.7", "opentelemetry-instrumentation-openai", "opentelemetry-instrumentation-haystack", "opentelemetry-instrumentation-pinecone", @@ -58,12 +59,27 @@ dependencies = [ "opentelemetry-instrumentation-crewai", "opentelemetry-instrumentation-openai-agents", "opentelemetry-instrumentation-agno", + "opentelemetry-instrumentation-voyageai", "traceloop-sdk", ] [tool.uv] constraint-dependencies = ["urllib3>=2.6.3", "langgraph-checkpoint>=4.0.0", "pip>=25.3"] +[tool.uv.sources] +opentelemetry-instrumentation-openai = { path = "../opentelemetry-instrumentation-openai", editable = true } +opentelemetry-instrumentation-haystack = { path = "../opentelemetry-instrumentation-haystack", editable = true } +opentelemetry-instrumentation-pinecone = { path = "../opentelemetry-instrumentation-pinecone", editable = true } +opentelemetry-instrumentation-replicate = { path = "../opentelemetry-instrumentation-replicate", editable = true } +opentelemetry-instrumentation-vertexai = { path = "../opentelemetry-instrumentation-vertexai", editable = true } +opentelemetry-instrumentation-google-generativeai = { path = "../opentelemetry-instrumentation-google-generativeai", editable = true } +opentelemetry-instrumentation-groq = { path = 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+Traceloop.init() + +client = voyageai.Client(api_key=os.environ.get("VOYAGE_API_KEY")) + + +@workflow(name="embed_documents") +def embed_documents(): + """Generate embeddings for a list of documents.""" + texts = [ + "The capital of France is Paris.", + "London is the capital of England.", + "Berlin is the capital of Germany.", + ] + result = client.embed(texts=texts, model="voyage-3-lite", input_type="document") + print(f"Generated {len(result.embeddings)} embeddings") + print(f"Embedding dimension: {len(result.embeddings[0])}") + print(f"Total tokens used: {result.total_tokens}") + return result + + +@workflow(name="rerank_documents") +def rerank_documents(): + """Rerank documents based on relevance to a query.""" + query = "What is the capital of France?" + documents = [ + "Paris is a beautiful city known for the Eiffel Tower.", + "The capital of France is Paris.", + "London has Big Ben and the Thames River.", + "Berlin is known for its history and culture.", + ] + result = client.rerank( + query=query, + documents=documents, + model="rerank-2-lite", + top_k=2, + ) + print(f"Query: {query}") + print(f"Top {len(result.results)} results:") + for r in result.results: + print(f" - Doc {r.index}: Score {r.relevance_score:.4f}") + print(f" {documents[r.index]}") + print(f"Total tokens used: {result.total_tokens}") + return result + + +if __name__ == "__main__": + print("=" * 60) + print("Voyage AI Embeddings Example") + print("=" * 60) + embed_documents() + + print() + print("=" * 60) + print("Voyage AI Reranking Example") + print("=" * 60) + rerank_documents() diff --git a/packages/sample-app/uv.lock b/packages/sample-app/uv.lock index cf55969543..3b3f490dd3 100644 --- a/packages/sample-app/uv.lock +++ b/packages/sample-app/uv.lock @@ -1,5 +1,5 @@ version = 1 -revision = 3 +revision = 1 requires-python = ">=3.10, <3.13" resolution-markers = [ "python_full_version >= '3.12'", @@ -27,9 +27,9 @@ dependencies = [ { name = "safetensors" }, { name = "torch" }, ] 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"opentelemetry-instrumentation-weaviate", "opentelemetry-instrumentation-writer", @@ -152,3 +153,37 @@ select = ["E", "F", "W"] [tool.uv] constraint-dependencies = ["urllib3>=2.6.3", "pip>=25.3"] + +[tool.uv.sources] +opentelemetry-semantic-conventions-ai = { path = "../opentelemetry-semantic-conventions-ai", editable = true } +opentelemetry-instrumentation-agno = { path = "../opentelemetry-instrumentation-agno", editable = true } +opentelemetry-instrumentation-alephalpha = { path = "../opentelemetry-instrumentation-alephalpha", editable = true } +opentelemetry-instrumentation-anthropic = { path = "../opentelemetry-instrumentation-anthropic", editable = true } +opentelemetry-instrumentation-bedrock = { path = "../opentelemetry-instrumentation-bedrock", editable = true } +opentelemetry-instrumentation-chromadb = { path = "../opentelemetry-instrumentation-chromadb", editable = true } +opentelemetry-instrumentation-cohere = { path = "../opentelemetry-instrumentation-cohere", editable = true } +opentelemetry-instrumentation-crewai = { path = "../opentelemetry-instrumentation-crewai", editable = true } +opentelemetry-instrumentation-google-generativeai = { path = "../opentelemetry-instrumentation-google-generativeai", editable = true } +opentelemetry-instrumentation-groq = { path = "../opentelemetry-instrumentation-groq", editable = true } +opentelemetry-instrumentation-haystack = { path = "../opentelemetry-instrumentation-haystack", editable = true } +opentelemetry-instrumentation-lancedb = { path = "../opentelemetry-instrumentation-lancedb", editable = true } +opentelemetry-instrumentation-langchain = { path = "../opentelemetry-instrumentation-langchain", editable = true } +opentelemetry-instrumentation-llamaindex = { path = "../opentelemetry-instrumentation-llamaindex", editable = true } +opentelemetry-instrumentation-marqo = { path = "../opentelemetry-instrumentation-marqo", editable = true } +opentelemetry-instrumentation-mcp = { path = 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+opentelemetry-instrumentation-sagemaker = { path = "../opentelemetry-instrumentation-sagemaker", editable = true } +opentelemetry-instrumentation-together = { path = "../opentelemetry-instrumentation-together", editable = true } +opentelemetry-instrumentation-transformers = { path = "../opentelemetry-instrumentation-transformers", editable = true } +opentelemetry-instrumentation-vertexai = { path = "../opentelemetry-instrumentation-vertexai", editable = true } +opentelemetry-instrumentation-voyageai = { path = "../opentelemetry-instrumentation-voyageai", editable = true } +opentelemetry-instrumentation-watsonx = { path = "../opentelemetry-instrumentation-watsonx", editable = true } +opentelemetry-instrumentation-weaviate = { path = "../opentelemetry-instrumentation-weaviate", editable = true } +opentelemetry-instrumentation-writer = { path = "../opentelemetry-instrumentation-writer", editable = true } diff --git a/packages/traceloop-sdk/traceloop/sdk/instruments.py 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"../opentelemetry-instrumentation-replicate" }, { name = "opentelemetry-instrumentation-requests", specifier = ">=0.59b0" }, - { name = "opentelemetry-instrumentation-sagemaker" }, + { name = "opentelemetry-instrumentation-sagemaker", editable = "../opentelemetry-instrumentation-sagemaker" }, { name = "opentelemetry-instrumentation-sqlalchemy", specifier = ">=0.59b0" }, { name = "opentelemetry-instrumentation-threading", specifier = ">=0.59b0" }, - { name = "opentelemetry-instrumentation-together" }, - { name = "opentelemetry-instrumentation-transformers" }, + { name = "opentelemetry-instrumentation-together", editable = "../opentelemetry-instrumentation-together" }, + { name = "opentelemetry-instrumentation-transformers", editable = "../opentelemetry-instrumentation-transformers" }, { name = "opentelemetry-instrumentation-urllib3", specifier = ">=0.59b0" }, - { name = "opentelemetry-instrumentation-vertexai" }, - { name = "opentelemetry-instrumentation-watsonx" }, - { name = "opentelemetry-instrumentation-weaviate" }, - { name = "opentelemetry-instrumentation-writer" }, + { name = "opentelemetry-instrumentation-vertexai", editable = "../opentelemetry-instrumentation-vertexai" }, + { name = "opentelemetry-instrumentation-voyageai", editable = "../opentelemetry-instrumentation-voyageai" }, + { name = "opentelemetry-instrumentation-watsonx", editable = "../opentelemetry-instrumentation-watsonx" }, + { name = "opentelemetry-instrumentation-weaviate", editable = "../opentelemetry-instrumentation-weaviate" }, + { name = "opentelemetry-instrumentation-writer", editable = "../opentelemetry-instrumentation-writer" }, { name = "opentelemetry-sdk", specifier = ">=1.38.0,<2" }, - { name = "opentelemetry-semantic-conventions-ai", specifier = ">=0.4.13,<0.5.0" }, + { name = "opentelemetry-semantic-conventions-ai", editable = "../opentelemetry-semantic-conventions-ai" }, { name = "pandas", marker = "extra == 'datasets'" }, { name = "pydantic", specifier = ">=1" }, { name = "tenacity", specifier = ">=8.2.3,<10.0" }, From 5f597c4b084e0d3301eeb4687854552fd9663433 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Mon, 2 Feb 2026 08:25:43 +0000 Subject: [PATCH 17/45] =?UTF-8?q?bump:=20version=200.51.1=20=E2=86=92=200.?= =?UTF-8?q?52.0?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .cz.toml | 2 +- CHANGELOG.md | 11 +++++++++++ .../opentelemetry/instrumentation/agno/version.py | 2 +- .../opentelemetry-instrumentation-agno/pyproject.toml | 2 +- .../instrumentation/alephalpha/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/anthropic/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/bedrock/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/chromadb/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/cohere/version.py | 2 +- .../pyproject.toml | 2 +- .../pyproject.toml | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/groq/version.py | 2 +- .../opentelemetry-instrumentation-groq/pyproject.toml | 2 +- .../opentelemetry/instrumentation/haystack/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/lancedb/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/langchain/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/llamaindex/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/marqo/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/mcp/version.py | 2 +- .../opentelemetry-instrumentation-mcp/pyproject.toml | 2 +- .../opentelemetry/instrumentation/milvus/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/mistralai/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/ollama/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/openai_agents/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/openai/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/pinecone/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/qdrant/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/replicate/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/sagemaker/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/together/version.py | 2 +- .../pyproject.toml | 2 +- .../instrumentation/transformers/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/vertexai/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/watsonx/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/weaviate/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/writer/version.py | 2 +- .../pyproject.toml | 2 +- packages/traceloop-sdk/pyproject.toml | 2 +- packages/traceloop-sdk/traceloop/sdk/version.py | 2 +- 62 files changed, 72 insertions(+), 61 deletions(-) diff --git a/.cz.toml b/.cz.toml index 6fe9ad67a2..b790a89b1d 100644 --- a/.cz.toml +++ b/.cz.toml @@ -4,7 +4,7 @@ tag_format = "v$version" version_scheme = "pep440" major_version_zero = true update_changelog_on_bump = true -version = "0.51.1" +version = "0.52.0" version_files = [ "packages/opentelemetry-instrumentation-mcp/pyproject.toml:^version", "packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py", diff --git a/CHANGELOG.md b/CHANGELOG.md index 2dfba4d822..05fd9ebb11 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,14 @@ +## v0.52.0 (2026-02-02) + +### Feat + +- **voyage-ai**: add voyage-ai instrumentation (#3653) + +### Fix + +- **openai-agents**: apply content tracing flag to content (#3487) +- **traceloop-sdk**: Align evals output schema (#3643) + ## v0.51.1 (2026-01-26) ### Fix diff --git a/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py b/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py +++ b/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-agno/pyproject.toml b/packages/opentelemetry-instrumentation-agno/pyproject.toml index fa2b28ea57..355b7ee56d 100644 --- a/packages/opentelemetry-instrumentation-agno/pyproject.toml +++ b/packages/opentelemetry-instrumentation-agno/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-agno" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry Agno instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py b/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py +++ b/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml b/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml index 753ae004b3..c3151fd642 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml +++ b/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-alephalpha" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry Aleph Alpha instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py b/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py +++ b/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-anthropic/pyproject.toml b/packages/opentelemetry-instrumentation-anthropic/pyproject.toml index 692102d7c0..c7fbfd1c67 100644 --- a/packages/opentelemetry-instrumentation-anthropic/pyproject.toml +++ b/packages/opentelemetry-instrumentation-anthropic/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-anthropic" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry Anthropic instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py b/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py +++ b/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-bedrock/pyproject.toml b/packages/opentelemetry-instrumentation-bedrock/pyproject.toml index 34d7de4130..ab809c8c81 100644 --- a/packages/opentelemetry-instrumentation-bedrock/pyproject.toml +++ b/packages/opentelemetry-instrumentation-bedrock/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-bedrock" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry Bedrock instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py b/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py +++ b/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-chromadb/pyproject.toml b/packages/opentelemetry-instrumentation-chromadb/pyproject.toml index 9f3397718d..171c3e2e56 100644 --- a/packages/opentelemetry-instrumentation-chromadb/pyproject.toml +++ b/packages/opentelemetry-instrumentation-chromadb/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-chromadb" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry Chroma DB instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py b/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py +++ b/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-cohere/pyproject.toml b/packages/opentelemetry-instrumentation-cohere/pyproject.toml index a0a36e1650..8c7963da9e 100644 --- a/packages/opentelemetry-instrumentation-cohere/pyproject.toml +++ b/packages/opentelemetry-instrumentation-cohere/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-cohere" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry Cohere instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-crewai/pyproject.toml b/packages/opentelemetry-instrumentation-crewai/pyproject.toml index dfb8bede10..73abd0cb0b 100644 --- a/packages/opentelemetry-instrumentation-crewai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-crewai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-crewai" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry crewAI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml b/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml index 36dae98478..ba1bdeef72 100644 --- a/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-google-generativeai" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry Google Generative AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py b/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py +++ b/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-groq/pyproject.toml b/packages/opentelemetry-instrumentation-groq/pyproject.toml index 42b9cdecf0..c2c3ef993c 100644 --- a/packages/opentelemetry-instrumentation-groq/pyproject.toml +++ b/packages/opentelemetry-instrumentation-groq/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-groq" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry Groq instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py b/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py +++ b/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-haystack/pyproject.toml b/packages/opentelemetry-instrumentation-haystack/pyproject.toml index 38c3ce24a7..5acdecca6c 100644 --- a/packages/opentelemetry-instrumentation-haystack/pyproject.toml +++ b/packages/opentelemetry-instrumentation-haystack/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-haystack" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry Haystack instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py b/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py +++ b/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-lancedb/pyproject.toml b/packages/opentelemetry-instrumentation-lancedb/pyproject.toml index fff58cef8e..ae8d655f7a 100644 --- a/packages/opentelemetry-instrumentation-lancedb/pyproject.toml +++ b/packages/opentelemetry-instrumentation-lancedb/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-lancedb" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry Lancedb instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py b/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py +++ b/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-langchain/pyproject.toml b/packages/opentelemetry-instrumentation-langchain/pyproject.toml index 136b968a1e..2545b67fba 100644 --- a/packages/opentelemetry-instrumentation-langchain/pyproject.toml +++ b/packages/opentelemetry-instrumentation-langchain/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-langchain" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry Langchain instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py b/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py +++ b/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml b/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml index 5854994d78..78bfcda58f 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml +++ b/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-llamaindex" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry LlamaIndex instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py b/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py +++ b/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-marqo/pyproject.toml b/packages/opentelemetry-instrumentation-marqo/pyproject.toml index 3f44df0da9..759d43acf6 100644 --- a/packages/opentelemetry-instrumentation-marqo/pyproject.toml +++ b/packages/opentelemetry-instrumentation-marqo/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-marqo" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry Marqo instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py b/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py +++ b/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-mcp/pyproject.toml b/packages/opentelemetry-instrumentation-mcp/pyproject.toml index 6ce990fbe6..b7e020e4c8 100644 --- a/packages/opentelemetry-instrumentation-mcp/pyproject.toml +++ b/packages/opentelemetry-instrumentation-mcp/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-mcp" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry mcp instrumentation" authors = [ { name = "Felix George", email = "felix.george@ibm.com" }, diff --git a/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py b/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py +++ b/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-milvus/pyproject.toml b/packages/opentelemetry-instrumentation-milvus/pyproject.toml index b26b6f5141..f03b93190d 100644 --- a/packages/opentelemetry-instrumentation-milvus/pyproject.toml +++ b/packages/opentelemetry-instrumentation-milvus/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-milvus" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry Milvus instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py b/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py +++ b/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-mistralai/pyproject.toml b/packages/opentelemetry-instrumentation-mistralai/pyproject.toml index 653bca5cce..5bd8d3dba3 100644 --- a/packages/opentelemetry-instrumentation-mistralai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-mistralai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-mistralai" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry Mistral AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py b/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py +++ b/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-ollama/pyproject.toml b/packages/opentelemetry-instrumentation-ollama/pyproject.toml index bd74f87551..06cd00b154 100644 --- a/packages/opentelemetry-instrumentation-ollama/pyproject.toml +++ b/packages/opentelemetry-instrumentation-ollama/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-ollama" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry Ollama instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py +++ b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml b/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml index 2e2ae1c172..de786f8b4b 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml +++ b/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-openai-agents" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry OpenAI Agents instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py b/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py +++ b/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-openai/pyproject.toml b/packages/opentelemetry-instrumentation-openai/pyproject.toml index 512c268b9a..f5d556ccfa 100644 --- a/packages/opentelemetry-instrumentation-openai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-openai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-openai" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry OpenAI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py b/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py +++ b/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-pinecone/pyproject.toml b/packages/opentelemetry-instrumentation-pinecone/pyproject.toml index 64ae97428a..e7901e587d 100644 --- a/packages/opentelemetry-instrumentation-pinecone/pyproject.toml +++ b/packages/opentelemetry-instrumentation-pinecone/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-pinecone" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry Pinecone instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py b/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py +++ b/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-qdrant/pyproject.toml b/packages/opentelemetry-instrumentation-qdrant/pyproject.toml index f94d8ad469..441ba1a07e 100644 --- a/packages/opentelemetry-instrumentation-qdrant/pyproject.toml +++ b/packages/opentelemetry-instrumentation-qdrant/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-qdrant" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry Qdrant instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py b/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py +++ b/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-replicate/pyproject.toml b/packages/opentelemetry-instrumentation-replicate/pyproject.toml index 15aa0c81b8..d942da985b 100644 --- a/packages/opentelemetry-instrumentation-replicate/pyproject.toml +++ b/packages/opentelemetry-instrumentation-replicate/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-replicate" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry Replicate instrumentation" authors = [ { name = "Kartik Prajapati", email = "kartik@ktklab.org" }, diff --git a/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py b/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py +++ b/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml b/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml index c8b5a93809..6c2db8f5d7 100644 --- a/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml +++ b/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-sagemaker" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry SageMaker instrumentation" authors = [ { name = "Bobby Lindsey", email = "bwlind@amazon.com" }, diff --git a/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py b/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py +++ b/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-together/pyproject.toml b/packages/opentelemetry-instrumentation-together/pyproject.toml index 9a8d39771a..e7f4f642e3 100644 --- a/packages/opentelemetry-instrumentation-together/pyproject.toml +++ b/packages/opentelemetry-instrumentation-together/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-together" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry Together AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py b/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py +++ b/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-transformers/pyproject.toml b/packages/opentelemetry-instrumentation-transformers/pyproject.toml index 78ec3ac8b4..9f217c6a22 100644 --- a/packages/opentelemetry-instrumentation-transformers/pyproject.toml +++ b/packages/opentelemetry-instrumentation-transformers/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-transformers" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry transformers instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py b/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py +++ b/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-vertexai/pyproject.toml b/packages/opentelemetry-instrumentation-vertexai/pyproject.toml index 84c371a5b7..b3e2ba2ddc 100644 --- a/packages/opentelemetry-instrumentation-vertexai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-vertexai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-vertexai" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry Vertex AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py b/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py +++ b/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-watsonx/pyproject.toml b/packages/opentelemetry-instrumentation-watsonx/pyproject.toml index d32d2f6d3f..2fe147cbd6 100644 --- a/packages/opentelemetry-instrumentation-watsonx/pyproject.toml +++ b/packages/opentelemetry-instrumentation-watsonx/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-watsonx" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry IBM Watsonx Instrumentation" authors = [ { name = "Guangya Liu", email = "gyliu@ibm.com" }, diff --git a/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py b/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py +++ b/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-weaviate/pyproject.toml b/packages/opentelemetry-instrumentation-weaviate/pyproject.toml index a4f23da7bc..4340fd2cdd 100644 --- a/packages/opentelemetry-instrumentation-weaviate/pyproject.toml +++ b/packages/opentelemetry-instrumentation-weaviate/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-weaviate" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry Weaviate instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py b/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py +++ b/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-writer/pyproject.toml b/packages/opentelemetry-instrumentation-writer/pyproject.toml index f0f94188f7..398324d7a9 100644 --- a/packages/opentelemetry-instrumentation-writer/pyproject.toml +++ b/packages/opentelemetry-instrumentation-writer/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-writer" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry Writer instrumentation" authors = [ { name = "Yan Tolstoy", email = "yan.talstoi@writer.com" }, diff --git a/packages/traceloop-sdk/pyproject.toml b/packages/traceloop-sdk/pyproject.toml index a3040fa59f..ee2637ab36 100644 --- a/packages/traceloop-sdk/pyproject.toml +++ b/packages/traceloop-sdk/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "traceloop-sdk" -version = "0.51.1" +version = "0.52.0" description = "Traceloop Software Development Kit (SDK) for Python" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/traceloop-sdk/traceloop/sdk/version.py b/packages/traceloop-sdk/traceloop/sdk/version.py index d280604ce6..aa21288066 100644 --- a/packages/traceloop-sdk/traceloop/sdk/version.py +++ b/packages/traceloop-sdk/traceloop/sdk/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" From 3e82f07a0923783ad420b53b52c9defcfc4ebeee Mon Sep 17 00:00:00 2001 From: Gal Kleinman <33281963+galkleinman@users.noreply.github.com> Date: Mon, 2 Feb 2026 11:20:00 +0200 Subject: [PATCH 18/45] fix(voyageai): add to commitizen to bump on release (#3660) --- .cz.toml | 2 ++ .../opentelemetry/instrumentation/voyageai/version.py | 2 +- packages/opentelemetry-instrumentation-voyageai/pyproject.toml | 2 +- 3 files changed, 4 insertions(+), 2 deletions(-) diff --git a/.cz.toml b/.cz.toml index b790a89b1d..214e3c2fa0 100644 --- a/.cz.toml +++ b/.cz.toml @@ -66,6 +66,8 @@ version_files = [ "packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py", "packages/opentelemetry-instrumentation-writer/pyproject.toml:^version", "packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py", + "packages/opentelemetry-instrumentation-voyageai/pyproject.toml:^version", + "packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py", "packages/traceloop-sdk/pyproject.toml:^version", "packages/traceloop-sdk/traceloop/sdk/version.py", ] diff --git a/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py b/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py index d280604ce6..aa21288066 100644 --- a/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py +++ b/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py @@ -1 +1 @@ -__version__ = "0.51.1" +__version__ = "0.52.0" diff --git a/packages/opentelemetry-instrumentation-voyageai/pyproject.toml b/packages/opentelemetry-instrumentation-voyageai/pyproject.toml index 314035e93e..a37c4a74cb 100644 --- a/packages/opentelemetry-instrumentation-voyageai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-voyageai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-voyageai" -version = "0.51.1" +version = "0.52.0" description = "OpenTelemetry Voyage AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, From c8205f5cde9843361c081307b5f005d5cbfed249 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Mon, 2 Feb 2026 09:21:00 +0000 Subject: [PATCH 19/45] =?UTF-8?q?bump:=20version=200.52.0=20=E2=86=92=200.?= =?UTF-8?q?52.1?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .cz.toml | 2 +- CHANGELOG.md | 6 ++++++ .../opentelemetry/instrumentation/agno/version.py | 2 +- packages/opentelemetry-instrumentation-agno/pyproject.toml | 2 +- .../opentelemetry/instrumentation/alephalpha/version.py | 2 +- .../opentelemetry-instrumentation-alephalpha/pyproject.toml | 2 +- .../opentelemetry/instrumentation/anthropic/version.py | 2 +- .../opentelemetry-instrumentation-anthropic/pyproject.toml | 2 +- .../opentelemetry/instrumentation/bedrock/version.py | 2 +- .../opentelemetry-instrumentation-bedrock/pyproject.toml | 2 +- .../opentelemetry/instrumentation/chromadb/version.py | 2 +- .../opentelemetry-instrumentation-chromadb/pyproject.toml | 2 +- .../opentelemetry/instrumentation/cohere/version.py | 2 +- .../opentelemetry-instrumentation-cohere/pyproject.toml | 2 +- .../opentelemetry-instrumentation-crewai/pyproject.toml | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/groq/version.py | 2 +- packages/opentelemetry-instrumentation-groq/pyproject.toml | 2 +- .../opentelemetry/instrumentation/haystack/version.py | 2 +- .../opentelemetry-instrumentation-haystack/pyproject.toml | 2 +- .../opentelemetry/instrumentation/lancedb/version.py | 2 +- .../opentelemetry-instrumentation-lancedb/pyproject.toml | 2 +- .../opentelemetry/instrumentation/langchain/version.py | 2 +- .../opentelemetry-instrumentation-langchain/pyproject.toml | 2 +- .../opentelemetry/instrumentation/llamaindex/version.py | 2 +- .../opentelemetry-instrumentation-llamaindex/pyproject.toml | 2 +- .../opentelemetry/instrumentation/marqo/version.py | 2 +- packages/opentelemetry-instrumentation-marqo/pyproject.toml | 2 +- .../opentelemetry/instrumentation/mcp/version.py | 2 +- packages/opentelemetry-instrumentation-mcp/pyproject.toml | 2 +- .../opentelemetry/instrumentation/milvus/version.py | 2 +- .../opentelemetry-instrumentation-milvus/pyproject.toml | 2 +- .../opentelemetry/instrumentation/mistralai/version.py | 2 +- .../opentelemetry-instrumentation-mistralai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/ollama/version.py | 2 +- .../opentelemetry-instrumentation-ollama/pyproject.toml | 2 +- .../opentelemetry/instrumentation/openai_agents/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/openai/version.py | 2 +- .../opentelemetry-instrumentation-openai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/pinecone/version.py | 2 +- .../opentelemetry-instrumentation-pinecone/pyproject.toml | 2 +- .../opentelemetry/instrumentation/qdrant/version.py | 2 +- .../opentelemetry-instrumentation-qdrant/pyproject.toml | 2 +- .../opentelemetry/instrumentation/replicate/version.py | 2 +- .../opentelemetry-instrumentation-replicate/pyproject.toml | 2 +- .../opentelemetry/instrumentation/sagemaker/version.py | 2 +- .../opentelemetry-instrumentation-sagemaker/pyproject.toml | 2 +- .../opentelemetry/instrumentation/together/version.py | 2 +- .../opentelemetry-instrumentation-together/pyproject.toml | 2 +- .../opentelemetry/instrumentation/transformers/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/vertexai/version.py | 2 +- .../opentelemetry-instrumentation-vertexai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/voyageai/version.py | 2 +- .../opentelemetry-instrumentation-voyageai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/watsonx/version.py | 2 +- .../opentelemetry-instrumentation-watsonx/pyproject.toml | 2 +- .../opentelemetry/instrumentation/weaviate/version.py | 2 +- .../opentelemetry-instrumentation-weaviate/pyproject.toml | 2 +- .../opentelemetry/instrumentation/writer/version.py | 2 +- .../opentelemetry-instrumentation-writer/pyproject.toml | 2 +- packages/traceloop-sdk/pyproject.toml | 2 +- packages/traceloop-sdk/traceloop/sdk/version.py | 2 +- 64 files changed, 69 insertions(+), 63 deletions(-) diff --git a/.cz.toml b/.cz.toml index 214e3c2fa0..68c113d0d7 100644 --- a/.cz.toml +++ b/.cz.toml @@ -4,7 +4,7 @@ tag_format = "v$version" version_scheme = "pep440" major_version_zero = true update_changelog_on_bump = true -version = "0.52.0" +version = "0.52.1" version_files = [ "packages/opentelemetry-instrumentation-mcp/pyproject.toml:^version", "packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py", diff --git a/CHANGELOG.md b/CHANGELOG.md index 05fd9ebb11..fda8611469 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,9 @@ +## v0.52.1 (2026-02-02) + +### Fix + +- **voyageai**: add to commitizen to bump on release (#3660) + ## v0.52.0 (2026-02-02) ### Feat diff --git a/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py b/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py +++ b/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-agno/pyproject.toml b/packages/opentelemetry-instrumentation-agno/pyproject.toml index 355b7ee56d..d039ebf776 100644 --- a/packages/opentelemetry-instrumentation-agno/pyproject.toml +++ b/packages/opentelemetry-instrumentation-agno/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-agno" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry Agno instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py b/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py +++ b/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml b/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml index c3151fd642..b56b289688 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml +++ b/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-alephalpha" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry Aleph Alpha instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py b/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py +++ b/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-anthropic/pyproject.toml b/packages/opentelemetry-instrumentation-anthropic/pyproject.toml index c7fbfd1c67..e66e1acb23 100644 --- a/packages/opentelemetry-instrumentation-anthropic/pyproject.toml +++ b/packages/opentelemetry-instrumentation-anthropic/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-anthropic" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry Anthropic instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py b/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py +++ b/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-bedrock/pyproject.toml b/packages/opentelemetry-instrumentation-bedrock/pyproject.toml index ab809c8c81..9abd05fba7 100644 --- a/packages/opentelemetry-instrumentation-bedrock/pyproject.toml +++ b/packages/opentelemetry-instrumentation-bedrock/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-bedrock" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry Bedrock instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py b/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py +++ b/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-chromadb/pyproject.toml b/packages/opentelemetry-instrumentation-chromadb/pyproject.toml index 171c3e2e56..96f55e94d4 100644 --- a/packages/opentelemetry-instrumentation-chromadb/pyproject.toml +++ b/packages/opentelemetry-instrumentation-chromadb/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-chromadb" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry Chroma DB instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py b/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py +++ b/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-cohere/pyproject.toml b/packages/opentelemetry-instrumentation-cohere/pyproject.toml index 8c7963da9e..021bce6e59 100644 --- a/packages/opentelemetry-instrumentation-cohere/pyproject.toml +++ b/packages/opentelemetry-instrumentation-cohere/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-cohere" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry Cohere instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-crewai/pyproject.toml b/packages/opentelemetry-instrumentation-crewai/pyproject.toml index 73abd0cb0b..90b75fde79 100644 --- a/packages/opentelemetry-instrumentation-crewai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-crewai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-crewai" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry crewAI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml b/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml index ba1bdeef72..e1a9ae5013 100644 --- a/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-google-generativeai" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry Google Generative AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py b/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py +++ b/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-groq/pyproject.toml b/packages/opentelemetry-instrumentation-groq/pyproject.toml index c2c3ef993c..06fa3b631f 100644 --- a/packages/opentelemetry-instrumentation-groq/pyproject.toml +++ b/packages/opentelemetry-instrumentation-groq/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-groq" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry Groq instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py b/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py +++ b/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-haystack/pyproject.toml b/packages/opentelemetry-instrumentation-haystack/pyproject.toml index 5acdecca6c..a4a33dfd65 100644 --- a/packages/opentelemetry-instrumentation-haystack/pyproject.toml +++ b/packages/opentelemetry-instrumentation-haystack/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-haystack" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry Haystack instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py b/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py +++ b/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-lancedb/pyproject.toml b/packages/opentelemetry-instrumentation-lancedb/pyproject.toml index ae8d655f7a..a23f9d99a6 100644 --- a/packages/opentelemetry-instrumentation-lancedb/pyproject.toml +++ b/packages/opentelemetry-instrumentation-lancedb/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-lancedb" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry Lancedb instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py b/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py +++ b/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-langchain/pyproject.toml b/packages/opentelemetry-instrumentation-langchain/pyproject.toml index 2545b67fba..5d1ae95a25 100644 --- a/packages/opentelemetry-instrumentation-langchain/pyproject.toml +++ b/packages/opentelemetry-instrumentation-langchain/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-langchain" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry Langchain instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py b/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py +++ b/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml b/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml index 78bfcda58f..32229370ec 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml +++ b/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-llamaindex" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry LlamaIndex instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py b/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py +++ b/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-marqo/pyproject.toml b/packages/opentelemetry-instrumentation-marqo/pyproject.toml index 759d43acf6..1e68365b65 100644 --- a/packages/opentelemetry-instrumentation-marqo/pyproject.toml +++ b/packages/opentelemetry-instrumentation-marqo/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-marqo" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry Marqo instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py b/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py +++ b/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-mcp/pyproject.toml b/packages/opentelemetry-instrumentation-mcp/pyproject.toml index b7e020e4c8..ab52301190 100644 --- a/packages/opentelemetry-instrumentation-mcp/pyproject.toml +++ b/packages/opentelemetry-instrumentation-mcp/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-mcp" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry mcp instrumentation" authors = [ { name = "Felix George", email = "felix.george@ibm.com" }, diff --git a/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py b/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py +++ b/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-milvus/pyproject.toml b/packages/opentelemetry-instrumentation-milvus/pyproject.toml index f03b93190d..33c16eb6d9 100644 --- a/packages/opentelemetry-instrumentation-milvus/pyproject.toml +++ b/packages/opentelemetry-instrumentation-milvus/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-milvus" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry Milvus instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py b/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py +++ b/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-mistralai/pyproject.toml b/packages/opentelemetry-instrumentation-mistralai/pyproject.toml index 5bd8d3dba3..2dfc8f5b2d 100644 --- a/packages/opentelemetry-instrumentation-mistralai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-mistralai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-mistralai" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry Mistral AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py b/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py +++ b/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-ollama/pyproject.toml b/packages/opentelemetry-instrumentation-ollama/pyproject.toml index 06cd00b154..746325ac86 100644 --- a/packages/opentelemetry-instrumentation-ollama/pyproject.toml +++ b/packages/opentelemetry-instrumentation-ollama/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-ollama" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry Ollama instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py +++ b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml b/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml index de786f8b4b..ff78794b05 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml +++ b/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-openai-agents" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry OpenAI Agents instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py b/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py +++ b/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-openai/pyproject.toml b/packages/opentelemetry-instrumentation-openai/pyproject.toml index f5d556ccfa..3013f4b8be 100644 --- a/packages/opentelemetry-instrumentation-openai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-openai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-openai" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry OpenAI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py b/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py +++ b/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-pinecone/pyproject.toml b/packages/opentelemetry-instrumentation-pinecone/pyproject.toml index e7901e587d..c281bae36b 100644 --- a/packages/opentelemetry-instrumentation-pinecone/pyproject.toml +++ b/packages/opentelemetry-instrumentation-pinecone/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-pinecone" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry Pinecone instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py b/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py +++ b/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-qdrant/pyproject.toml b/packages/opentelemetry-instrumentation-qdrant/pyproject.toml index 441ba1a07e..27d36009fb 100644 --- a/packages/opentelemetry-instrumentation-qdrant/pyproject.toml +++ b/packages/opentelemetry-instrumentation-qdrant/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-qdrant" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry Qdrant instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py b/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py +++ b/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-replicate/pyproject.toml b/packages/opentelemetry-instrumentation-replicate/pyproject.toml index d942da985b..c63a324aa2 100644 --- a/packages/opentelemetry-instrumentation-replicate/pyproject.toml +++ b/packages/opentelemetry-instrumentation-replicate/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-replicate" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry Replicate instrumentation" authors = [ { name = "Kartik Prajapati", email = "kartik@ktklab.org" }, diff --git a/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py b/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py +++ b/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml b/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml index 6c2db8f5d7..2945d92096 100644 --- a/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml +++ b/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-sagemaker" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry SageMaker instrumentation" authors = [ { name = "Bobby Lindsey", email = "bwlind@amazon.com" }, diff --git a/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py b/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py +++ b/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-together/pyproject.toml b/packages/opentelemetry-instrumentation-together/pyproject.toml index e7f4f642e3..3ed77559cd 100644 --- a/packages/opentelemetry-instrumentation-together/pyproject.toml +++ b/packages/opentelemetry-instrumentation-together/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-together" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry Together AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py b/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py +++ b/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-transformers/pyproject.toml b/packages/opentelemetry-instrumentation-transformers/pyproject.toml index 9f217c6a22..8c2a84ef75 100644 --- a/packages/opentelemetry-instrumentation-transformers/pyproject.toml +++ b/packages/opentelemetry-instrumentation-transformers/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-transformers" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry transformers instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py b/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py +++ b/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-vertexai/pyproject.toml b/packages/opentelemetry-instrumentation-vertexai/pyproject.toml index b3e2ba2ddc..822807b76a 100644 --- a/packages/opentelemetry-instrumentation-vertexai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-vertexai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-vertexai" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry Vertex AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py b/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py +++ b/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-voyageai/pyproject.toml b/packages/opentelemetry-instrumentation-voyageai/pyproject.toml index a37c4a74cb..df49c07ff0 100644 --- a/packages/opentelemetry-instrumentation-voyageai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-voyageai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-voyageai" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry Voyage AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py b/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py +++ b/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-watsonx/pyproject.toml b/packages/opentelemetry-instrumentation-watsonx/pyproject.toml index 2fe147cbd6..a90fc0c3e8 100644 --- a/packages/opentelemetry-instrumentation-watsonx/pyproject.toml +++ b/packages/opentelemetry-instrumentation-watsonx/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-watsonx" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry IBM Watsonx Instrumentation" authors = [ { name = "Guangya Liu", email = "gyliu@ibm.com" }, diff --git a/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py b/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py +++ b/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-weaviate/pyproject.toml b/packages/opentelemetry-instrumentation-weaviate/pyproject.toml index 4340fd2cdd..cff66a206a 100644 --- a/packages/opentelemetry-instrumentation-weaviate/pyproject.toml +++ b/packages/opentelemetry-instrumentation-weaviate/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-weaviate" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry Weaviate instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py b/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py +++ b/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" diff --git a/packages/opentelemetry-instrumentation-writer/pyproject.toml b/packages/opentelemetry-instrumentation-writer/pyproject.toml index 398324d7a9..e3eb5a3572 100644 --- a/packages/opentelemetry-instrumentation-writer/pyproject.toml +++ b/packages/opentelemetry-instrumentation-writer/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-writer" -version = "0.52.0" +version = "0.52.1" description = "OpenTelemetry Writer instrumentation" authors = [ { name = "Yan Tolstoy", email = "yan.talstoi@writer.com" }, diff --git a/packages/traceloop-sdk/pyproject.toml b/packages/traceloop-sdk/pyproject.toml index ee2637ab36..09905b417b 100644 --- a/packages/traceloop-sdk/pyproject.toml +++ b/packages/traceloop-sdk/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "traceloop-sdk" -version = "0.52.0" +version = "0.52.1" description = "Traceloop Software Development Kit (SDK) for Python" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/traceloop-sdk/traceloop/sdk/version.py b/packages/traceloop-sdk/traceloop/sdk/version.py index aa21288066..e2ba2042b7 100644 --- a/packages/traceloop-sdk/traceloop/sdk/version.py +++ b/packages/traceloop-sdk/traceloop/sdk/version.py @@ -1 +1 @@ -__version__ = "0.52.0" +__version__ = "0.52.1" From d22e45c55015ecc312fb6a621faada87047a81d6 Mon Sep 17 00:00:00 2001 From: Nina Kollman <59646487+nina-kollman@users.noreply.github.com> Date: Wed, 4 Feb 2026 15:21:45 +0200 Subject: [PATCH 20/45] fix(traceloop-sdk): Add endpoint_is_traceloop attribute (#3650) --- packages/traceloop-sdk/traceloop/sdk/__init__.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/packages/traceloop-sdk/traceloop/sdk/__init__.py b/packages/traceloop-sdk/traceloop/sdk/__init__.py index e2ed27a7af..ccfee94d6a 100644 --- a/packages/traceloop-sdk/traceloop/sdk/__init__.py +++ b/packages/traceloop-sdk/traceloop/sdk/__init__.py @@ -69,6 +69,7 @@ def init( block_instruments: Optional[Set[Instruments]] = None, image_uploader: Optional[ImageUploader] = None, span_postprocess_callback: Optional[Callable[[ReadableSpan], None]] = None, + endpoint_is_traceloop: Optional[bool] = False, ) -> Optional[Client]: if not enabled: TracerWrapper.set_disabled(True) @@ -180,7 +181,7 @@ def init( Traceloop.__logger_wrapper = LoggerWrapper(exporter=logging_exporter) if ( - api_endpoint.find("traceloop.com") != -1 + (api_endpoint.find("traceloop.com") != -1 or endpoint_is_traceloop) and api_key and (exporter is None) and (processor is None) From 62fb80dce52fd0a66adaa74d2d351d4f7cf4b1b7 Mon Sep 17 00:00:00 2001 From: Nina Kollman <59646487+nina-kollman@users.noreply.github.com> Date: Wed, 4 Feb 2026 15:30:02 +0200 Subject: [PATCH 21/45] fix(traceloop-sdk): Add conversation decorator (#3659) --- .../chats/chatbot_with_tools_example.py | 220 ++++++++++++++++++ .../sample_app/chats/gemini_chatbot.py | 8 +- .../tests/test_conversation_id.py | 153 ++++++++++++ .../traceloop/sdk/decorators/__init__.py | 53 +++++ .../traceloop/sdk/tracing/__init__.py | 6 +- .../traceloop/sdk/tracing/tracing.py | 18 ++ 6 files changed, 453 insertions(+), 5 deletions(-) create mode 100644 packages/sample-app/sample_app/chats/chatbot_with_tools_example.py create mode 100644 packages/traceloop-sdk/tests/test_conversation_id.py diff --git a/packages/sample-app/sample_app/chats/chatbot_with_tools_example.py b/packages/sample-app/sample_app/chats/chatbot_with_tools_example.py new file mode 100644 index 0000000000..f4daf62b16 --- /dev/null +++ b/packages/sample-app/sample_app/chats/chatbot_with_tools_example.py @@ -0,0 +1,220 @@ +""" +Enhanced chatbot example with function tools using OpenAI Agents SDK. + +This example demonstrates: +- Creating a chatbot with function tools +- Tool execution and result handling +- Weather information retrieval +- Calculator functionality +- OpenTelemetry tracing for tools and agent interactions +""" + +import asyncio +import datetime +import uuid +from typing import Dict +from dotenv import load_dotenv +from traceloop.sdk import Traceloop +from traceloop.sdk.decorators import conversation +from agents import Agent, Runner, function_tool, RunContextWrapper + +load_dotenv() + +# Initialize Traceloop for OpenTelemetry tracing +traceloop = Traceloop.init( + app_name="openai-agents-chatbot-with-tools", + disable_batch=False, +) + + +@function_tool +async def get_weather(cw: RunContextWrapper, city: str) -> Dict[str, str]: + """ + Get current weather information for a city. + + Args: + city: Name of the city to get weather for + + Returns: + Dictionary with weather information + """ + # Simulated weather data + weather_data = { + "London": {"temp": "15°C", "condition": "Cloudy", "humidity": "75%"}, + "New York": {"temp": "22°C", "condition": "Sunny", "humidity": "60%"}, + "Tokyo": {"temp": "18°C", "condition": "Rainy", "humidity": "85%"}, + "Paris": {"temp": "17°C", "condition": "Partly Cloudy", "humidity": "70%"}, + "Sydney": {"temp": "25°C", "condition": "Sunny", "humidity": "55%"}, + } + + # Default weather for unknown cities + weather = weather_data.get(city, { + "temp": "20°C", + "condition": "Clear", + "humidity": "65%" + }) + + return { + "city": city, + "temperature": weather["temp"], + "condition": weather["condition"], + "humidity": weather["humidity"], + "timestamp": datetime.datetime.now().isoformat() + } + + +@function_tool +async def calculate(cw: RunContextWrapper, expression: str) -> Dict[str, str]: + """ + Calculate a mathematical expression. + + Args: + expression: Mathematical expression to evaluate (e.g., "2 + 2", "10 * 5") + + Returns: + Dictionary with calculation result + """ + try: + # Safe evaluation of basic math expressions + # Only allow specific operators + allowed_chars = set("0123456789+-*/(). ") + if not all(c in allowed_chars for c in expression): + return { + "expression": expression, + "result": "Error: Invalid characters in expression", + "success": False + } + + result = eval(expression, {"__builtins__": {}}, {}) + return { + "expression": expression, + "result": str(result), + "success": True + } + except Exception as e: + return { + "expression": expression, + "result": f"Error: {str(e)}", + "success": False + } + + +@function_tool +async def get_current_time(cw: RunContextWrapper, timezone: str = "UTC") -> Dict[str, str]: + """ + Get the current time. + + Args: + timezone: Timezone name (currently only returns UTC) + + Returns: + Dictionary with current time information + """ + now = datetime.datetime.now(datetime.timezone.utc) + return { + "timezone": timezone, + "time": now.strftime("%H:%M:%S"), + "date": now.strftime("%Y-%m-%d"), + "datetime": now.isoformat() + } + + +def create_assistant_agent(name: str = "Assistant", model: str = "gpt-4o-mini") -> Agent: + """ + Create an enhanced chatbot agent with function tools. + + Args: + name: Name of the assistant agent + model: OpenAI model to use + + Returns: + Configured Agent instance with tools + """ + return Agent( + name=name, + instructions=""" + You are a helpful assistant with access to several tools: + - Weather information lookup + - Mathematical calculations + - Current time information + + When users ask about weather, use the get_weather tool. + When users ask for calculations, use the calculate tool. + When users ask for the time, use the get_current_time tool. + + Be conversational and helpful. Explain the results from your tools clearly. + """, + model=model, + tools=[get_weather, calculate, get_current_time], + ) + + +@conversation(conversation_id=str(uuid.uuid4())) +async def main(): + """Main function for interactive chatbot. + + Note: This function uses the @conversation decorator with a random UUID + to track all spans within this conversation session. + """ + assistant = create_assistant_agent() + + print("Starting chatbot conversation") + print("Type 'exit', 'quit', or 'bye' to end the conversation") + print("=" * 80) + + messages = [] + + while True: + # Get user input + user_input = input("\nYou: ").strip() + + # Check for exit commands + if user_input.lower() in ['exit', 'quit', 'bye']: + print("\nGoodbye! Chat session ended.") + break + + # Skip empty messages + if not user_input: + continue + + # Add user message to conversation history + messages.append({"role": "user", "content": user_input}) + + # Process the message + try: + # Run the agent with streaming + print("\nAssistant: ", end="", flush=True) + runner = Runner().run_streamed(starting_agent=assistant, input=messages) + + response_text = [] + tool_calls_made = [] + + async for event in runner.stream_events(): + if event.type == "raw_response_event": + # Handle text streaming + if hasattr(event.data, 'delta'): + print(event.data.delta, end="", flush=True) + response_text.append(event.data.delta) + # Track tool calls + elif hasattr(event.data, 'item'): + if hasattr(event.data.item, 'name'): + tool_name = event.data.item.name + if tool_name not in tool_calls_made: + tool_calls_made.append(tool_name) + print(f"\n[Tool Call]: {tool_name}", end=" ", flush=True) + + print() + + # Add assistant response to conversation history + if response_text: + messages.append({ + "role": "assistant", + "content": "".join(response_text) + }) + except Exception as e: + print(f"\nError: {e}") + print("Please try again.") + + +if __name__ == "__main__": + asyncio.run(main()) diff --git a/packages/sample-app/sample_app/chats/gemini_chatbot.py b/packages/sample-app/sample_app/chats/gemini_chatbot.py index 6e50bc388c..00e55a662e 100644 --- a/packages/sample-app/sample_app/chats/gemini_chatbot.py +++ b/packages/sample-app/sample_app/chats/gemini_chatbot.py @@ -4,7 +4,7 @@ import google.genai as genai from google.genai import types from traceloop.sdk import Traceloop -from traceloop.sdk.associations import AssociationProperty +from traceloop.sdk.tracing import set_conversation_id from traceloop.sdk.decorators import workflow # Initialize Traceloop for observability @@ -123,10 +123,10 @@ def execute_function(function_name: str, args: dict) -> str: @workflow("chatbot_conversation") def process_message(session_id: str, user_message: str, conversation_history: list) -> tuple[str, list]: - """Process a single message with tool support and chat_id association.""" + """Process a single message with tool support and conversation_id tracking.""" - # Set a conversation_id to identify the conversation using the associations API - traceloop.associations.set([(AssociationProperty.SESSION_ID, session_id)]) + # Set conversation_id dynamically (maps to gen_ai.conversation.id) + set_conversation_id(session_id) # Add user message to conversation history conversation_history.append({ diff --git a/packages/traceloop-sdk/tests/test_conversation_id.py b/packages/traceloop-sdk/tests/test_conversation_id.py new file mode 100644 index 0000000000..8eed8c0b20 --- /dev/null +++ b/packages/traceloop-sdk/tests/test_conversation_id.py @@ -0,0 +1,153 @@ +import pytest +from opentelemetry.semconv._incubating.attributes.gen_ai_attributes import ( + GEN_AI_CONVERSATION_ID, +) +from opentelemetry.semconv_ai import SpanAttributes +from traceloop.sdk.tracing import set_conversation_id +from traceloop.sdk.decorators import conversation, task, workflow + + +def test_set_conversation_id_api(exporter): + """Test set_conversation_id() API""" + + @workflow(name="chat_workflow") + def chat_workflow(conv_id: str): + set_conversation_id(conv_id) + return test_task() + + @task(name="test_task") + def test_task(): + return "response" + + chat_workflow("conv-abc") + + spans = exporter.get_finished_spans() + assert len(spans) == 2 + + # The workflow span is created before set_conversation_id is called, + # so it won't have conversation_id. But the task span should have it. + task_span = next(span for span in spans if "task" in span.name) + assert task_span.attributes[GEN_AI_CONVERSATION_ID] == "conv-abc" + + +def test_conversation_decorator_sync(exporter): + """Test conversation decorator with sync function""" + + @conversation(conversation_id="conv-123") + @workflow(name="test_conversation") + def chat_session(message: str): + return inner_task(message) + + @task(name="inner_task") + def inner_task(message: str): + return f"Response to: {message}" + + chat_session("Hello") + + spans = exporter.get_finished_spans() + assert len(spans) == 2 + + # All spans should have conversation_id + for span in spans: + assert span.attributes[GEN_AI_CONVERSATION_ID] == "conv-123" + + # Workflow span should have correct name + workflow_span = next(span for span in spans if "workflow" in span.name) + assert workflow_span.attributes[SpanAttributes.TRACELOOP_WORKFLOW_NAME] == "test_conversation" + + +@pytest.mark.asyncio +async def test_conversation_decorator_async(exporter): + """Test conversation decorator with async function""" + + @conversation(conversation_id="conv-456") + @workflow(name="async_conversation") + async def async_chat_session(message: str): + return await async_inner_task(message) + + @task(name="async_inner_task") + async def async_inner_task(message: str): + return f"Response to: {message}" + + await async_chat_session("Hello") + + spans = exporter.get_finished_spans() + + # All spans should have conversation_id + for span in spans: + assert span.attributes[GEN_AI_CONVERSATION_ID] == "conv-456" + + +def test_conversation_id_in_nested_tasks(exporter): + """Test that conversation_id propagates through nested tasks""" + + @workflow(name="chat_workflow") + def chat_workflow(): + set_conversation_id("conv-nested-789") + return level1_task() + + @task(name="level1_task") + def level1_task(): + return level2_task() + + @task(name="level2_task") + def level2_task(): + return "deep response" + + chat_workflow() + + spans = exporter.get_finished_spans() + assert len(spans) == 3 + + # Task spans should have conversation_id (workflow span won't because it's created before set_conversation_id) + task_spans = [span for span in spans if "task" in span.name] + assert len(task_spans) == 2 + for span in task_spans: + assert span.attributes[GEN_AI_CONVERSATION_ID] == "conv-nested-789" + + +def test_conversation_id_with_multiple_calls(exporter): + """Test that conversation_id works correctly with multiple separate calls""" + + @workflow(name="chat_workflow") + def chat_workflow(conv_id: str): + set_conversation_id(conv_id) + return test_task() + + @task(name="test_task") + def test_task(): + return "response" + + # First conversation + chat_workflow("conv-first") + spans_first = exporter.get_finished_spans() + exporter.clear() + + # Second conversation + chat_workflow("conv-second") + spans_second = exporter.get_finished_spans() + + # Verify first conversation task spans have correct conversation_id + task_span_first = next(span for span in spans_first if "task" in span.name) + assert task_span_first.attributes[GEN_AI_CONVERSATION_ID] == "conv-first" + + # Verify second conversation task spans have correct conversation_id + task_span_second = next(span for span in spans_second if "task" in span.name) + assert task_span_second.attributes[GEN_AI_CONVERSATION_ID] == "conv-second" + + +def test_conversation_decorator_standalone(exporter): + """Test conversation decorator without workflow""" + + @conversation(conversation_id="conv-standalone") + @task(name="chat_task") + def my_chat_function(): + return "response" + + my_chat_function() + + spans = exporter.get_finished_spans() + assert len(spans) == 1 + + # Should have conversation_id + assert spans[0].attributes[GEN_AI_CONVERSATION_ID] == "conv-standalone" diff --git a/packages/traceloop-sdk/traceloop/sdk/decorators/__init__.py b/packages/traceloop-sdk/traceloop/sdk/decorators/__init__.py index 0036a99800..e90cdce226 100644 --- a/packages/traceloop-sdk/traceloop/sdk/decorators/__init__.py +++ b/packages/traceloop-sdk/traceloop/sdk/decorators/__init__.py @@ -1,5 +1,7 @@ from typing import Any, Optional, TypeVar, Callable import warnings +import inspect +from functools import wraps from opentelemetry.semconv_ai import TraceloopSpanKindValues @@ -10,6 +12,57 @@ F = TypeVar("F", bound=Callable[..., Any]) +__all__ = [ + "conversation", + "task", + "workflow", + "agent", + "tool", + "atask", + "aworkflow", + "aagent", + "atool", +] + + +def conversation(conversation_id: str) -> Callable[[F], F]: + """ + Decorator to set the conversation ID for all spans within the decorated function. + + Args: + conversation_id: Unique identifier for the conversation + + Example: + @conversation(conversation_id="conv-123") + def handle_chat(user_message: str): + response = llm.chat(user_message) + return response + + # Can be combined with @workflow: + @workflow(name="chat_session") + @conversation(conversation_id="conv-456") + def handle_chat_with_workflow(user_message: str): + response = llm.chat(user_message) + return response + """ + from traceloop.sdk.tracing.tracing import set_conversation_id + + def decorator(fn: F) -> F: + if inspect.iscoroutinefunction(fn): + @wraps(fn) + async def async_wrapper(*args, **kwargs): + set_conversation_id(conversation_id) + return await fn(*args, **kwargs) + return async_wrapper + else: + @wraps(fn) + def sync_wrapper(*args, **kwargs): + set_conversation_id(conversation_id) + return fn(*args, **kwargs) + return sync_wrapper + + return decorator + def task( name: Optional[str] = None, diff --git a/packages/traceloop-sdk/traceloop/sdk/tracing/__init__.py b/packages/traceloop-sdk/traceloop/sdk/tracing/__init__.py index dbc553db0c..7ae6ea16d6 100644 --- a/packages/traceloop-sdk/traceloop/sdk/tracing/__init__.py +++ b/packages/traceloop-sdk/traceloop/sdk/tracing/__init__.py @@ -1,2 +1,6 @@ from traceloop.sdk.tracing.context_manager import get_tracer as get_tracer -from traceloop.sdk.tracing.tracing import set_workflow_name as set_workflow_name, set_agent_name as set_agent_name +from traceloop.sdk.tracing.tracing import ( + set_workflow_name as set_workflow_name, + set_agent_name as set_agent_name, + set_conversation_id as set_conversation_id, +) diff --git a/packages/traceloop-sdk/traceloop/sdk/tracing/tracing.py b/packages/traceloop-sdk/traceloop/sdk/tracing/tracing.py index 73a529d718..6f2f7443b7 100644 --- a/packages/traceloop-sdk/traceloop/sdk/tracing/tracing.py +++ b/packages/traceloop-sdk/traceloop/sdk/tracing/tracing.py @@ -37,6 +37,7 @@ from typing import Callable, Dict, List, Optional, Set, Union from opentelemetry.semconv._incubating.attributes.gen_ai_attributes import ( GEN_AI_AGENT_NAME, + GEN_AI_CONVERSATION_ID, ) @@ -252,6 +253,19 @@ def set_agent_name(agent_name: str) -> None: attach(set_value("agent_name", agent_name)) +def set_conversation_id(conversation_id: str) -> None: + """ + Set the conversation ID for the current context. + + This ID will be applied to all spans within the conversation context, + following the OpenTelemetry GenAI semantic convention for gen_ai.conversation.id. + + Args: + conversation_id: Unique identifier for the conversation/session + """ + attach(set_value("conversation_id", conversation_id)) + + def set_entity_path(entity_path: str) -> None: attach(set_value("entity_path", entity_path)) @@ -346,6 +360,10 @@ def default_span_processor_on_start(span: Span, parent_context: Context | None = if agent_name is not None: span.set_attribute(GEN_AI_AGENT_NAME, str(agent_name)) + conversation_id = get_value("conversation_id") + if conversation_id is not None: + span.set_attribute(GEN_AI_CONVERSATION_ID, str(conversation_id)) + entity_path = get_value("entity_path") if entity_path is not None: span.set_attribute(SpanAttributes.TRACELOOP_ENTITY_PATH, str(entity_path)) From 4822152652b1925f149812c8fc6f6c13ecb3bbba Mon Sep 17 00:00:00 2001 From: OzBenSimhon <168641541+OzBenSimhonTraceloop@users.noreply.github.com> Date: Sun, 8 Feb 2026 11:57:11 +0200 Subject: [PATCH 22/45] chore: use GitHub App token for releases (#3664) --- .github/workflows/release.yml | 13 +++++++++++-- 1 file changed, 11 insertions(+), 2 deletions(-) diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index 5a64a2de84..af739bfb9e 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -11,10 +11,19 @@ jobs: new_version: ${{ steps.cz.outputs.version }} steps: + - name: Generate GitHub App Token + id: app-token + uses: actions/create-github-app-token@v2 + with: + app-id: ${{ secrets.OSS_CI_BOT_APP_ID }} + private-key: ${{ secrets.OSS_CI_BOT_PRIVATE_KEY }} + repositories: ${{ github.event.repository.name }} + - uses: actions/checkout@v4 with: persist-credentials: false fetch-depth: 0 + token: ${{ steps.app-token.outputs.token }} - name: Set up Python 3.11 uses: actions/setup-python@v5 @@ -30,7 +39,7 @@ jobs: name: Bump Version, Create Tag and Changelog uses: commitizen-tools/commitizen-action@master with: - github_token: ${{ secrets.GH_ACCESS_TOKEN }} + github_token: ${{ steps.app-token.outputs.token }} changelog_increment_filename: body.md - name: Create Release @@ -39,7 +48,7 @@ jobs: body_path: "body.md" tag_name: ${{ env.REVISION }} env: - GITHUB_TOKEN: ${{ secrets.GH_ACCESS_TOKEN }} + GITHUB_TOKEN: ${{ steps.app-token.outputs.token }} - name: Print Version run: echo "Bumped to version ${{ steps.cz.outputs.version }}" From 8830cd78e272c15ae0e6015991f4521d24c4ae19 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Sun, 8 Feb 2026 10:02:57 +0000 Subject: [PATCH 23/45] =?UTF-8?q?bump:=20version=200.52.1=20=E2=86=92=200.?= =?UTF-8?q?52.2?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .cz.toml | 2 +- CHANGELOG.md | 7 +++++++ .../opentelemetry/instrumentation/agno/version.py | 2 +- packages/opentelemetry-instrumentation-agno/pyproject.toml | 2 +- .../opentelemetry/instrumentation/alephalpha/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/anthropic/version.py | 2 +- .../opentelemetry-instrumentation-anthropic/pyproject.toml | 2 +- .../opentelemetry/instrumentation/bedrock/version.py | 2 +- .../opentelemetry-instrumentation-bedrock/pyproject.toml | 2 +- .../opentelemetry/instrumentation/chromadb/version.py | 2 +- .../opentelemetry-instrumentation-chromadb/pyproject.toml | 2 +- .../opentelemetry/instrumentation/cohere/version.py | 2 +- .../opentelemetry-instrumentation-cohere/pyproject.toml | 2 +- .../opentelemetry-instrumentation-crewai/pyproject.toml | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/groq/version.py | 2 +- packages/opentelemetry-instrumentation-groq/pyproject.toml | 2 +- .../opentelemetry/instrumentation/haystack/version.py | 2 +- .../opentelemetry-instrumentation-haystack/pyproject.toml | 2 +- .../opentelemetry/instrumentation/lancedb/version.py | 2 +- .../opentelemetry-instrumentation-lancedb/pyproject.toml | 2 +- .../opentelemetry/instrumentation/langchain/version.py | 2 +- .../opentelemetry-instrumentation-langchain/pyproject.toml | 2 +- .../opentelemetry/instrumentation/llamaindex/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/marqo/version.py | 2 +- .../opentelemetry-instrumentation-marqo/pyproject.toml | 2 +- .../opentelemetry/instrumentation/mcp/version.py | 2 +- packages/opentelemetry-instrumentation-mcp/pyproject.toml | 2 +- .../opentelemetry/instrumentation/milvus/version.py | 2 +- .../opentelemetry-instrumentation-milvus/pyproject.toml | 2 +- .../opentelemetry/instrumentation/mistralai/version.py | 2 +- .../opentelemetry-instrumentation-mistralai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/ollama/version.py | 2 +- .../opentelemetry-instrumentation-ollama/pyproject.toml | 2 +- .../opentelemetry/instrumentation/openai_agents/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/openai/version.py | 2 +- .../opentelemetry-instrumentation-openai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/pinecone/version.py | 2 +- .../opentelemetry-instrumentation-pinecone/pyproject.toml | 2 +- .../opentelemetry/instrumentation/qdrant/version.py | 2 +- .../opentelemetry-instrumentation-qdrant/pyproject.toml | 2 +- .../opentelemetry/instrumentation/replicate/version.py | 2 +- .../opentelemetry-instrumentation-replicate/pyproject.toml | 2 +- .../opentelemetry/instrumentation/sagemaker/version.py | 2 +- .../opentelemetry-instrumentation-sagemaker/pyproject.toml | 2 +- .../opentelemetry/instrumentation/together/version.py | 2 +- .../opentelemetry-instrumentation-together/pyproject.toml | 2 +- .../opentelemetry/instrumentation/transformers/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/vertexai/version.py | 2 +- .../opentelemetry-instrumentation-vertexai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/voyageai/version.py | 2 +- .../opentelemetry-instrumentation-voyageai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/watsonx/version.py | 2 +- .../opentelemetry-instrumentation-watsonx/pyproject.toml | 2 +- .../opentelemetry/instrumentation/weaviate/version.py | 2 +- .../opentelemetry-instrumentation-weaviate/pyproject.toml | 2 +- .../opentelemetry/instrumentation/writer/version.py | 2 +- .../opentelemetry-instrumentation-writer/pyproject.toml | 2 +- packages/traceloop-sdk/pyproject.toml | 2 +- packages/traceloop-sdk/traceloop/sdk/version.py | 2 +- 64 files changed, 70 insertions(+), 63 deletions(-) diff --git a/.cz.toml b/.cz.toml index 68c113d0d7..676d79722b 100644 --- a/.cz.toml +++ b/.cz.toml @@ -4,7 +4,7 @@ tag_format = "v$version" version_scheme = "pep440" major_version_zero = true update_changelog_on_bump = true -version = "0.52.1" +version = "0.52.2" version_files = [ "packages/opentelemetry-instrumentation-mcp/pyproject.toml:^version", "packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py", diff --git a/CHANGELOG.md b/CHANGELOG.md index fda8611469..fc6dd80084 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,10 @@ +## v0.52.2 (2026-02-08) + +### Fix + +- **traceloop-sdk**: Add conversation decorator (#3659) +- **traceloop-sdk**: Add endpoint_is_traceloop attribute (#3650) + ## v0.52.1 (2026-02-02) ### Fix diff --git a/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py b/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py +++ b/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-agno/pyproject.toml b/packages/opentelemetry-instrumentation-agno/pyproject.toml index d039ebf776..c1054a39d0 100644 --- a/packages/opentelemetry-instrumentation-agno/pyproject.toml +++ b/packages/opentelemetry-instrumentation-agno/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-agno" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry Agno instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py b/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py +++ b/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml b/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml index b56b289688..8c7478ad59 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml +++ b/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-alephalpha" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry Aleph Alpha instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py b/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py +++ b/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-anthropic/pyproject.toml b/packages/opentelemetry-instrumentation-anthropic/pyproject.toml index e66e1acb23..ddbec28faf 100644 --- a/packages/opentelemetry-instrumentation-anthropic/pyproject.toml +++ b/packages/opentelemetry-instrumentation-anthropic/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-anthropic" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry Anthropic instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py b/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py +++ b/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-bedrock/pyproject.toml b/packages/opentelemetry-instrumentation-bedrock/pyproject.toml index 9abd05fba7..3b940debb2 100644 --- a/packages/opentelemetry-instrumentation-bedrock/pyproject.toml +++ b/packages/opentelemetry-instrumentation-bedrock/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-bedrock" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry Bedrock instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py b/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py +++ b/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-chromadb/pyproject.toml b/packages/opentelemetry-instrumentation-chromadb/pyproject.toml index 96f55e94d4..a238c13ea0 100644 --- a/packages/opentelemetry-instrumentation-chromadb/pyproject.toml +++ b/packages/opentelemetry-instrumentation-chromadb/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-chromadb" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry Chroma DB instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py b/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py +++ b/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-cohere/pyproject.toml b/packages/opentelemetry-instrumentation-cohere/pyproject.toml index 021bce6e59..25e8becd38 100644 --- a/packages/opentelemetry-instrumentation-cohere/pyproject.toml +++ b/packages/opentelemetry-instrumentation-cohere/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-cohere" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry Cohere instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-crewai/pyproject.toml b/packages/opentelemetry-instrumentation-crewai/pyproject.toml index 90b75fde79..95fdc9578f 100644 --- a/packages/opentelemetry-instrumentation-crewai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-crewai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-crewai" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry crewAI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml b/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml index e1a9ae5013..afccd44a79 100644 --- a/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-google-generativeai" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry Google Generative AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py b/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py +++ b/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-groq/pyproject.toml b/packages/opentelemetry-instrumentation-groq/pyproject.toml index 06fa3b631f..6cdc9e97d3 100644 --- a/packages/opentelemetry-instrumentation-groq/pyproject.toml +++ b/packages/opentelemetry-instrumentation-groq/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-groq" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry Groq instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py b/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py +++ b/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-haystack/pyproject.toml b/packages/opentelemetry-instrumentation-haystack/pyproject.toml index a4a33dfd65..50ace37f37 100644 --- a/packages/opentelemetry-instrumentation-haystack/pyproject.toml +++ b/packages/opentelemetry-instrumentation-haystack/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-haystack" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry Haystack instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py b/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py +++ b/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-lancedb/pyproject.toml b/packages/opentelemetry-instrumentation-lancedb/pyproject.toml index a23f9d99a6..5da20f59da 100644 --- a/packages/opentelemetry-instrumentation-lancedb/pyproject.toml +++ b/packages/opentelemetry-instrumentation-lancedb/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-lancedb" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry Lancedb instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py b/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py +++ b/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-langchain/pyproject.toml b/packages/opentelemetry-instrumentation-langchain/pyproject.toml index 5d1ae95a25..390bd1ef3e 100644 --- a/packages/opentelemetry-instrumentation-langchain/pyproject.toml +++ b/packages/opentelemetry-instrumentation-langchain/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-langchain" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry Langchain instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py b/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py +++ b/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml b/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml index 32229370ec..63fcd3e2af 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml +++ b/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-llamaindex" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry LlamaIndex instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py b/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py +++ b/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-marqo/pyproject.toml b/packages/opentelemetry-instrumentation-marqo/pyproject.toml index 1e68365b65..3540136cfc 100644 --- a/packages/opentelemetry-instrumentation-marqo/pyproject.toml +++ b/packages/opentelemetry-instrumentation-marqo/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-marqo" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry Marqo instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py b/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py +++ b/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-mcp/pyproject.toml b/packages/opentelemetry-instrumentation-mcp/pyproject.toml index ab52301190..ae92dbd378 100644 --- a/packages/opentelemetry-instrumentation-mcp/pyproject.toml +++ b/packages/opentelemetry-instrumentation-mcp/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-mcp" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry mcp instrumentation" authors = [ { name = "Felix George", email = "felix.george@ibm.com" }, diff --git a/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py b/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py +++ b/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-milvus/pyproject.toml b/packages/opentelemetry-instrumentation-milvus/pyproject.toml index 33c16eb6d9..96a295cb2d 100644 --- a/packages/opentelemetry-instrumentation-milvus/pyproject.toml +++ b/packages/opentelemetry-instrumentation-milvus/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-milvus" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry Milvus instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py b/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py +++ b/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-mistralai/pyproject.toml b/packages/opentelemetry-instrumentation-mistralai/pyproject.toml index 2dfc8f5b2d..67c0563b0f 100644 --- a/packages/opentelemetry-instrumentation-mistralai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-mistralai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-mistralai" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry Mistral AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py b/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py +++ b/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-ollama/pyproject.toml b/packages/opentelemetry-instrumentation-ollama/pyproject.toml index 746325ac86..bd8370d4ab 100644 --- a/packages/opentelemetry-instrumentation-ollama/pyproject.toml +++ b/packages/opentelemetry-instrumentation-ollama/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-ollama" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry Ollama instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py +++ b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml b/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml index ff78794b05..134a99810a 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml +++ b/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-openai-agents" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry OpenAI Agents instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py b/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py +++ b/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-openai/pyproject.toml b/packages/opentelemetry-instrumentation-openai/pyproject.toml index 3013f4b8be..59e3a59e98 100644 --- a/packages/opentelemetry-instrumentation-openai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-openai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-openai" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry OpenAI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py b/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py +++ b/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-pinecone/pyproject.toml b/packages/opentelemetry-instrumentation-pinecone/pyproject.toml index c281bae36b..30621e2df5 100644 --- a/packages/opentelemetry-instrumentation-pinecone/pyproject.toml +++ b/packages/opentelemetry-instrumentation-pinecone/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-pinecone" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry Pinecone instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py b/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py +++ b/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-qdrant/pyproject.toml b/packages/opentelemetry-instrumentation-qdrant/pyproject.toml index 27d36009fb..d934877cbe 100644 --- a/packages/opentelemetry-instrumentation-qdrant/pyproject.toml +++ b/packages/opentelemetry-instrumentation-qdrant/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-qdrant" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry Qdrant instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py b/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py +++ b/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-replicate/pyproject.toml b/packages/opentelemetry-instrumentation-replicate/pyproject.toml index c63a324aa2..fa09a3f43e 100644 --- a/packages/opentelemetry-instrumentation-replicate/pyproject.toml +++ b/packages/opentelemetry-instrumentation-replicate/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-replicate" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry Replicate instrumentation" authors = [ { name = "Kartik Prajapati", email = "kartik@ktklab.org" }, diff --git a/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py b/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py +++ b/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml b/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml index 2945d92096..6eafb698c1 100644 --- a/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml +++ b/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-sagemaker" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry SageMaker instrumentation" authors = [ { name = "Bobby Lindsey", email = "bwlind@amazon.com" }, diff --git a/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py b/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py +++ b/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-together/pyproject.toml b/packages/opentelemetry-instrumentation-together/pyproject.toml index 3ed77559cd..3a74b65b55 100644 --- a/packages/opentelemetry-instrumentation-together/pyproject.toml +++ b/packages/opentelemetry-instrumentation-together/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-together" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry Together AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py b/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py +++ b/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-transformers/pyproject.toml b/packages/opentelemetry-instrumentation-transformers/pyproject.toml index 8c2a84ef75..7e5aff06a1 100644 --- a/packages/opentelemetry-instrumentation-transformers/pyproject.toml +++ b/packages/opentelemetry-instrumentation-transformers/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-transformers" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry transformers instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py b/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py +++ b/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-vertexai/pyproject.toml b/packages/opentelemetry-instrumentation-vertexai/pyproject.toml index 822807b76a..487358651d 100644 --- a/packages/opentelemetry-instrumentation-vertexai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-vertexai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-vertexai" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry Vertex AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py b/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py +++ b/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-voyageai/pyproject.toml b/packages/opentelemetry-instrumentation-voyageai/pyproject.toml index df49c07ff0..3bad4276eb 100644 --- a/packages/opentelemetry-instrumentation-voyageai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-voyageai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-voyageai" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry Voyage AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py b/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py +++ b/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-watsonx/pyproject.toml b/packages/opentelemetry-instrumentation-watsonx/pyproject.toml index a90fc0c3e8..831e8551b0 100644 --- a/packages/opentelemetry-instrumentation-watsonx/pyproject.toml +++ b/packages/opentelemetry-instrumentation-watsonx/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-watsonx" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry IBM Watsonx Instrumentation" authors = [ { name = "Guangya Liu", email = "gyliu@ibm.com" }, diff --git a/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py b/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py +++ b/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-weaviate/pyproject.toml b/packages/opentelemetry-instrumentation-weaviate/pyproject.toml index cff66a206a..87cf3edf40 100644 --- a/packages/opentelemetry-instrumentation-weaviate/pyproject.toml +++ b/packages/opentelemetry-instrumentation-weaviate/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-weaviate" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry Weaviate instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py b/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py +++ b/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" diff --git a/packages/opentelemetry-instrumentation-writer/pyproject.toml b/packages/opentelemetry-instrumentation-writer/pyproject.toml index e3eb5a3572..3bbb8cb443 100644 --- a/packages/opentelemetry-instrumentation-writer/pyproject.toml +++ b/packages/opentelemetry-instrumentation-writer/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-writer" -version = "0.52.1" +version = "0.52.2" description = "OpenTelemetry Writer instrumentation" authors = [ { name = "Yan Tolstoy", email = "yan.talstoi@writer.com" }, diff --git a/packages/traceloop-sdk/pyproject.toml b/packages/traceloop-sdk/pyproject.toml index 09905b417b..e6b4beda7f 100644 --- a/packages/traceloop-sdk/pyproject.toml +++ b/packages/traceloop-sdk/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "traceloop-sdk" -version = "0.52.1" +version = "0.52.2" description = "Traceloop Software Development Kit (SDK) for Python" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/traceloop-sdk/traceloop/sdk/version.py b/packages/traceloop-sdk/traceloop/sdk/version.py index e2ba2042b7..4136999b5a 100644 --- a/packages/traceloop-sdk/traceloop/sdk/version.py +++ b/packages/traceloop-sdk/traceloop/sdk/version.py @@ -1 +1 @@ -__version__ = "0.52.1" +__version__ = "0.52.2" From a1ecf19f5126098fff2457bc660ec7868618b005 Mon Sep 17 00:00:00 2001 From: duanyutong <865317+duanyutong@users.noreply.github.com> Date: Tue, 10 Feb 2026 09:51:38 -0500 Subject: [PATCH 24/45] fix(openai-agents): add clear flag to support two instrumentation modes (#3489) --- .../instrumentation/openai_agents/__init__.py | 34 +++++++++++++++++-- 1 file changed, 31 insertions(+), 3 deletions(-) diff --git a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/__init__.py b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/__init__.py index 3a3c2c10c5..8fee5b834f 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/__init__.py +++ b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/__init__.py @@ -15,10 +15,35 @@ class OpenAIAgentsInstrumentor(BaseInstrumentor): """An instrumentor for OpenAI Agents SDK.""" + def __init__(self, *, replace_existing_processors: bool = False) -> None: + """Initialize the instrumentor. + + Args: + replace_existing_processors: + If enabled, any existing trace processors + will be cleared before this processor is added as the only one. + By default, the openai-agents library has + a built-in tracing processor that is always active, + and this processor will be added alongside it, + resulting in traces being sent to multiple backends. + """ + super().__init__() + self._replace_existing_processors: bool = replace_existing_processors + def instrumentation_dependencies(self) -> Collection[str]: return _instruments - def _instrument(self, **kwargs): + def _instrument(self, **kwargs) -> None: + """Override the abstract base method and instrument openai-agents. + + Args: + tracer_provider: An optional TracerProvider to use + when creating a Tracer. + meter_provider: An optional MeterProvider to use + when creating a Meter. + + Additional kwargs are ignored. + """ tracer_provider = kwargs.get("tracer_provider") tracer = get_tracer(__name__, __version__, tracer_provider) @@ -30,12 +55,15 @@ def _instrument(self, **kwargs): # Use hook-based approach with OpenAI Agents SDK callbacks try: - from agents import add_trace_processor + from agents import add_trace_processor, set_trace_processors from ._hooks import OpenTelemetryTracingProcessor # Create and add our OpenTelemetry processor otel_processor = OpenTelemetryTracingProcessor(tracer) - add_trace_processor(otel_processor) + if self._replace_existing_processors: + set_trace_processors([otel_processor]) + else: + add_trace_processor(otel_processor) except Exception: # Silently handle import errors - OpenAI Agents SDK may not be available From d4d4269a8ac6814184f617b7bb2e3f7b92ca0e4c Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Tue, 10 Feb 2026 14:52:53 +0000 Subject: [PATCH 25/45] =?UTF-8?q?bump:=20version=200.52.2=20=E2=86=92=200.?= =?UTF-8?q?52.3?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .cz.toml | 2 +- CHANGELOG.md | 6 ++++++ .../opentelemetry/instrumentation/agno/version.py | 2 +- packages/opentelemetry-instrumentation-agno/pyproject.toml | 2 +- .../opentelemetry/instrumentation/alephalpha/version.py | 2 +- .../opentelemetry-instrumentation-alephalpha/pyproject.toml | 2 +- .../opentelemetry/instrumentation/anthropic/version.py | 2 +- .../opentelemetry-instrumentation-anthropic/pyproject.toml | 2 +- .../opentelemetry/instrumentation/bedrock/version.py | 2 +- .../opentelemetry-instrumentation-bedrock/pyproject.toml | 2 +- .../opentelemetry/instrumentation/chromadb/version.py | 2 +- .../opentelemetry-instrumentation-chromadb/pyproject.toml | 2 +- .../opentelemetry/instrumentation/cohere/version.py | 2 +- .../opentelemetry-instrumentation-cohere/pyproject.toml | 2 +- .../opentelemetry-instrumentation-crewai/pyproject.toml | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/groq/version.py | 2 +- packages/opentelemetry-instrumentation-groq/pyproject.toml | 2 +- .../opentelemetry/instrumentation/haystack/version.py | 2 +- .../opentelemetry-instrumentation-haystack/pyproject.toml | 2 +- .../opentelemetry/instrumentation/lancedb/version.py | 2 +- .../opentelemetry-instrumentation-lancedb/pyproject.toml | 2 +- .../opentelemetry/instrumentation/langchain/version.py | 2 +- .../opentelemetry-instrumentation-langchain/pyproject.toml | 2 +- .../opentelemetry/instrumentation/llamaindex/version.py | 2 +- .../opentelemetry-instrumentation-llamaindex/pyproject.toml | 2 +- .../opentelemetry/instrumentation/marqo/version.py | 2 +- packages/opentelemetry-instrumentation-marqo/pyproject.toml | 2 +- .../opentelemetry/instrumentation/mcp/version.py | 2 +- packages/opentelemetry-instrumentation-mcp/pyproject.toml | 2 +- .../opentelemetry/instrumentation/milvus/version.py | 2 +- .../opentelemetry-instrumentation-milvus/pyproject.toml | 2 +- .../opentelemetry/instrumentation/mistralai/version.py | 2 +- .../opentelemetry-instrumentation-mistralai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/ollama/version.py | 2 +- .../opentelemetry-instrumentation-ollama/pyproject.toml | 2 +- .../opentelemetry/instrumentation/openai_agents/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/openai/version.py | 2 +- .../opentelemetry-instrumentation-openai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/pinecone/version.py | 2 +- .../opentelemetry-instrumentation-pinecone/pyproject.toml | 2 +- .../opentelemetry/instrumentation/qdrant/version.py | 2 +- .../opentelemetry-instrumentation-qdrant/pyproject.toml | 2 +- .../opentelemetry/instrumentation/replicate/version.py | 2 +- .../opentelemetry-instrumentation-replicate/pyproject.toml | 2 +- .../opentelemetry/instrumentation/sagemaker/version.py | 2 +- .../opentelemetry-instrumentation-sagemaker/pyproject.toml | 2 +- .../opentelemetry/instrumentation/together/version.py | 2 +- .../opentelemetry-instrumentation-together/pyproject.toml | 2 +- .../opentelemetry/instrumentation/transformers/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/vertexai/version.py | 2 +- .../opentelemetry-instrumentation-vertexai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/voyageai/version.py | 2 +- .../opentelemetry-instrumentation-voyageai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/watsonx/version.py | 2 +- .../opentelemetry-instrumentation-watsonx/pyproject.toml | 2 +- .../opentelemetry/instrumentation/weaviate/version.py | 2 +- .../opentelemetry-instrumentation-weaviate/pyproject.toml | 2 +- .../opentelemetry/instrumentation/writer/version.py | 2 +- .../opentelemetry-instrumentation-writer/pyproject.toml | 2 +- packages/traceloop-sdk/pyproject.toml | 2 +- packages/traceloop-sdk/traceloop/sdk/version.py | 2 +- 64 files changed, 69 insertions(+), 63 deletions(-) diff --git a/.cz.toml b/.cz.toml index 676d79722b..d8327ab507 100644 --- a/.cz.toml +++ b/.cz.toml @@ -4,7 +4,7 @@ tag_format = "v$version" version_scheme = "pep440" major_version_zero = true update_changelog_on_bump = true -version = "0.52.2" +version = "0.52.3" version_files = [ "packages/opentelemetry-instrumentation-mcp/pyproject.toml:^version", "packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py", diff --git a/CHANGELOG.md b/CHANGELOG.md index fc6dd80084..84ccb51b9f 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,9 @@ +## v0.52.3 (2026-02-10) + +### Fix + +- **openai-agents**: add clear flag to support two instrumentation modes (#3489) + ## v0.52.2 (2026-02-08) ### Fix diff --git a/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py b/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py +++ b/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-agno/pyproject.toml b/packages/opentelemetry-instrumentation-agno/pyproject.toml index c1054a39d0..e005739f6b 100644 --- a/packages/opentelemetry-instrumentation-agno/pyproject.toml +++ b/packages/opentelemetry-instrumentation-agno/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-agno" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry Agno instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py b/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py +++ b/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml b/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml index 8c7478ad59..3318b926d0 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml +++ b/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-alephalpha" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry Aleph Alpha instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py b/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py +++ b/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-anthropic/pyproject.toml b/packages/opentelemetry-instrumentation-anthropic/pyproject.toml index ddbec28faf..7770d19224 100644 --- a/packages/opentelemetry-instrumentation-anthropic/pyproject.toml +++ b/packages/opentelemetry-instrumentation-anthropic/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-anthropic" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry Anthropic instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py b/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py +++ b/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-bedrock/pyproject.toml b/packages/opentelemetry-instrumentation-bedrock/pyproject.toml index 3b940debb2..0c5e547647 100644 --- a/packages/opentelemetry-instrumentation-bedrock/pyproject.toml +++ b/packages/opentelemetry-instrumentation-bedrock/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-bedrock" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry Bedrock instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py b/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py +++ b/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-chromadb/pyproject.toml b/packages/opentelemetry-instrumentation-chromadb/pyproject.toml index a238c13ea0..e302b05981 100644 --- a/packages/opentelemetry-instrumentation-chromadb/pyproject.toml +++ b/packages/opentelemetry-instrumentation-chromadb/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-chromadb" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry Chroma DB instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py b/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py +++ b/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-cohere/pyproject.toml b/packages/opentelemetry-instrumentation-cohere/pyproject.toml index 25e8becd38..6b8e8f6bdc 100644 --- a/packages/opentelemetry-instrumentation-cohere/pyproject.toml +++ b/packages/opentelemetry-instrumentation-cohere/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-cohere" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry Cohere instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-crewai/pyproject.toml b/packages/opentelemetry-instrumentation-crewai/pyproject.toml index 95fdc9578f..021fdee482 100644 --- a/packages/opentelemetry-instrumentation-crewai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-crewai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-crewai" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry crewAI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml b/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml index afccd44a79..7bc33fe454 100644 --- a/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-google-generativeai" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry Google Generative AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py b/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py +++ b/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-groq/pyproject.toml b/packages/opentelemetry-instrumentation-groq/pyproject.toml index 6cdc9e97d3..53150c7e97 100644 --- a/packages/opentelemetry-instrumentation-groq/pyproject.toml +++ b/packages/opentelemetry-instrumentation-groq/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-groq" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry Groq instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py b/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py +++ b/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-haystack/pyproject.toml b/packages/opentelemetry-instrumentation-haystack/pyproject.toml index 50ace37f37..28662c46c9 100644 --- a/packages/opentelemetry-instrumentation-haystack/pyproject.toml +++ b/packages/opentelemetry-instrumentation-haystack/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-haystack" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry Haystack instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py b/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py +++ b/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-lancedb/pyproject.toml b/packages/opentelemetry-instrumentation-lancedb/pyproject.toml index 5da20f59da..8752fc54fa 100644 --- a/packages/opentelemetry-instrumentation-lancedb/pyproject.toml +++ b/packages/opentelemetry-instrumentation-lancedb/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-lancedb" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry Lancedb instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py b/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py +++ b/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-langchain/pyproject.toml b/packages/opentelemetry-instrumentation-langchain/pyproject.toml index 390bd1ef3e..7de007d942 100644 --- a/packages/opentelemetry-instrumentation-langchain/pyproject.toml +++ b/packages/opentelemetry-instrumentation-langchain/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-langchain" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry Langchain instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py b/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py +++ b/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml b/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml index 63fcd3e2af..1b4e3f9f53 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml +++ b/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-llamaindex" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry LlamaIndex instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py b/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py +++ b/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-marqo/pyproject.toml b/packages/opentelemetry-instrumentation-marqo/pyproject.toml index 3540136cfc..dfe8e4ed01 100644 --- a/packages/opentelemetry-instrumentation-marqo/pyproject.toml +++ b/packages/opentelemetry-instrumentation-marqo/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-marqo" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry Marqo instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py b/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py +++ b/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-mcp/pyproject.toml b/packages/opentelemetry-instrumentation-mcp/pyproject.toml index ae92dbd378..1af7244e4e 100644 --- a/packages/opentelemetry-instrumentation-mcp/pyproject.toml +++ b/packages/opentelemetry-instrumentation-mcp/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-mcp" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry mcp instrumentation" authors = [ { name = "Felix George", email = "felix.george@ibm.com" }, diff --git a/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py b/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py +++ b/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-milvus/pyproject.toml b/packages/opentelemetry-instrumentation-milvus/pyproject.toml index 96a295cb2d..d04a37b850 100644 --- a/packages/opentelemetry-instrumentation-milvus/pyproject.toml +++ b/packages/opentelemetry-instrumentation-milvus/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-milvus" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry Milvus instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py b/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py +++ b/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-mistralai/pyproject.toml b/packages/opentelemetry-instrumentation-mistralai/pyproject.toml index 67c0563b0f..56fc33267f 100644 --- a/packages/opentelemetry-instrumentation-mistralai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-mistralai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-mistralai" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry Mistral AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py b/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py +++ b/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-ollama/pyproject.toml b/packages/opentelemetry-instrumentation-ollama/pyproject.toml index bd8370d4ab..1046a0d2aa 100644 --- a/packages/opentelemetry-instrumentation-ollama/pyproject.toml +++ b/packages/opentelemetry-instrumentation-ollama/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-ollama" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry Ollama instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py +++ b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml b/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml index 134a99810a..2105b89a00 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml +++ b/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-openai-agents" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry OpenAI Agents instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py b/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py +++ b/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-openai/pyproject.toml b/packages/opentelemetry-instrumentation-openai/pyproject.toml index 59e3a59e98..8af276ec6e 100644 --- a/packages/opentelemetry-instrumentation-openai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-openai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-openai" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry OpenAI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py b/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py +++ b/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-pinecone/pyproject.toml b/packages/opentelemetry-instrumentation-pinecone/pyproject.toml index 30621e2df5..ef4a355730 100644 --- a/packages/opentelemetry-instrumentation-pinecone/pyproject.toml +++ b/packages/opentelemetry-instrumentation-pinecone/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-pinecone" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry Pinecone instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py b/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py +++ b/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-qdrant/pyproject.toml b/packages/opentelemetry-instrumentation-qdrant/pyproject.toml index d934877cbe..189a865728 100644 --- a/packages/opentelemetry-instrumentation-qdrant/pyproject.toml +++ b/packages/opentelemetry-instrumentation-qdrant/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-qdrant" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry Qdrant instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py b/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py +++ b/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-replicate/pyproject.toml b/packages/opentelemetry-instrumentation-replicate/pyproject.toml index fa09a3f43e..ecf31c6899 100644 --- a/packages/opentelemetry-instrumentation-replicate/pyproject.toml +++ b/packages/opentelemetry-instrumentation-replicate/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-replicate" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry Replicate instrumentation" authors = [ { name = "Kartik Prajapati", email = "kartik@ktklab.org" }, diff --git a/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py b/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py +++ b/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml b/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml index 6eafb698c1..aa7211f91b 100644 --- a/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml +++ b/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-sagemaker" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry SageMaker instrumentation" authors = [ { name = "Bobby Lindsey", email = "bwlind@amazon.com" }, diff --git a/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py b/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py +++ b/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-together/pyproject.toml b/packages/opentelemetry-instrumentation-together/pyproject.toml index 3a74b65b55..0a2c00deca 100644 --- a/packages/opentelemetry-instrumentation-together/pyproject.toml +++ b/packages/opentelemetry-instrumentation-together/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-together" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry Together AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py b/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py +++ b/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-transformers/pyproject.toml b/packages/opentelemetry-instrumentation-transformers/pyproject.toml index 7e5aff06a1..bf80a9a047 100644 --- a/packages/opentelemetry-instrumentation-transformers/pyproject.toml +++ b/packages/opentelemetry-instrumentation-transformers/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-transformers" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry transformers instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py b/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py +++ b/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-vertexai/pyproject.toml b/packages/opentelemetry-instrumentation-vertexai/pyproject.toml index 487358651d..4ed92c4b31 100644 --- a/packages/opentelemetry-instrumentation-vertexai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-vertexai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-vertexai" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry Vertex AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py b/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py +++ b/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-voyageai/pyproject.toml b/packages/opentelemetry-instrumentation-voyageai/pyproject.toml index 3bad4276eb..c1e1c7e47e 100644 --- a/packages/opentelemetry-instrumentation-voyageai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-voyageai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-voyageai" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry Voyage AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py b/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py +++ b/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-watsonx/pyproject.toml b/packages/opentelemetry-instrumentation-watsonx/pyproject.toml index 831e8551b0..b987d9fa72 100644 --- a/packages/opentelemetry-instrumentation-watsonx/pyproject.toml +++ b/packages/opentelemetry-instrumentation-watsonx/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-watsonx" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry IBM Watsonx Instrumentation" authors = [ { name = "Guangya Liu", email = "gyliu@ibm.com" }, diff --git a/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py b/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py +++ b/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-weaviate/pyproject.toml b/packages/opentelemetry-instrumentation-weaviate/pyproject.toml index 87cf3edf40..ccc087a0b0 100644 --- a/packages/opentelemetry-instrumentation-weaviate/pyproject.toml +++ b/packages/opentelemetry-instrumentation-weaviate/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-weaviate" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry Weaviate instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py b/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py index 4136999b5a..2133351967 100644 --- a/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py +++ b/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" diff --git a/packages/opentelemetry-instrumentation-writer/pyproject.toml b/packages/opentelemetry-instrumentation-writer/pyproject.toml index 3bbb8cb443..c795f143c1 100644 --- a/packages/opentelemetry-instrumentation-writer/pyproject.toml +++ b/packages/opentelemetry-instrumentation-writer/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-writer" -version = "0.52.2" +version = "0.52.3" description = "OpenTelemetry Writer instrumentation" authors = [ { name = "Yan Tolstoy", email = "yan.talstoi@writer.com" }, diff --git a/packages/traceloop-sdk/pyproject.toml b/packages/traceloop-sdk/pyproject.toml index e6b4beda7f..7a468ae8ce 100644 --- a/packages/traceloop-sdk/pyproject.toml +++ b/packages/traceloop-sdk/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "traceloop-sdk" -version = "0.52.2" +version = "0.52.3" description = "Traceloop Software Development Kit (SDK) for Python" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/traceloop-sdk/traceloop/sdk/version.py b/packages/traceloop-sdk/traceloop/sdk/version.py index 4136999b5a..2133351967 100644 --- a/packages/traceloop-sdk/traceloop/sdk/version.py +++ b/packages/traceloop-sdk/traceloop/sdk/version.py @@ -1 +1 @@ -__version__ = "0.52.2" +__version__ = "0.52.3" From c6b94b5742e42d6aa3e4cc18bf49187cce1c44c6 Mon Sep 17 00:00:00 2001 From: Dinmukhamed Mailibay <47117969+dinmukhamedm@users.noreply.github.com> Date: Sun, 15 Feb 2026 16:16:56 +0000 Subject: [PATCH 26/45] chore(deps): update langchain, pillow, python-multipart and cryptography dependencies (#3678) --- .../uv.lock | 2618 +++++------ .../uv.lock | 115 +- .../uv.lock | 3978 +++++++++-------- .../uv.lock | 190 +- .../opentelemetry-instrumentation-mcp/uv.lock | 109 +- .../uv.lock | 3555 +++++++-------- .../uv.lock | 3029 ++++++------- .../uv.lock | 1331 +++--- .../uv.lock | 2379 +++++----- 9 files changed, 8676 insertions(+), 8628 deletions(-) diff --git a/packages/opentelemetry-instrumentation-alephalpha/uv.lock b/packages/opentelemetry-instrumentation-alephalpha/uv.lock index 679253b469..bdb675bcf0 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/uv.lock +++ b/packages/opentelemetry-instrumentation-alephalpha/uv.lock @@ -1,5 +1,5 @@ version = 1 -revision = 1 +revision = 3 requires-python = ">=3.10, <4" resolution-markers = [ "python_full_version >= '3.14'", @@ -19,18 +19,18 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "pycares" }, ] -sdist = { url = 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"https://files.pythonhosted.org/packages/2e/54/647ade08bf0db230bfea292f893923872fd20be6ac6f53b2b936ba839d75/zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e", size = 10276 }, + { url = "https://files.pythonhosted.org/packages/2e/54/647ade08bf0db230bfea292f893923872fd20be6ac6f53b2b936ba839d75/zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e", size = 10276, upload-time = "2025-06-08T17:06:38.034Z" }, ] From ad4ca421622b127d5284de559210e6f7b4ac0820 Mon Sep 17 00:00:00 2001 From: Eli Jaghab <55901654+EliJaghab@users.noreply.github.com> Date: Tue, 17 Feb 2026 04:17:26 -0500 Subject: [PATCH 27/45] fix(openai-agents): add functools.wraps to dont_throw decorator (#3687) --- .../instrumentation/openai_agents/utils.py | 3 + .../tests/test_realtime_session.py | 57 +++++++++++++++++++ 2 files changed, 60 insertions(+) diff --git a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/utils.py b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/utils.py index d4d21fc9f3..92b665b724 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/utils.py +++ b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/utils.py @@ -1,5 +1,6 @@ import asyncio import dataclasses +import functools import json import logging import os @@ -59,12 +60,14 @@ def dont_throw(func): """ logger = logging.getLogger(func.__module__) + @functools.wraps(func) async def async_wrapper(*args, **kwargs): try: return await func(*args, **kwargs) except Exception as e: _handle_exception(e, func, logger) + @functools.wraps(func) def sync_wrapper(*args, **kwargs): try: return func(*args, **kwargs) diff --git a/packages/opentelemetry-instrumentation-openai-agents/tests/test_realtime_session.py b/packages/opentelemetry-instrumentation-openai-agents/tests/test_realtime_session.py index c8af1b3d6d..930882303e 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/tests/test_realtime_session.py +++ b/packages/opentelemetry-instrumentation-openai-agents/tests/test_realtime_session.py @@ -475,3 +475,60 @@ def test_audio_span_parented_under_current_agent(self, tracer, tracer_provider): audio_span = next(s for s in spans if s.name == "openai.realtime") assert audio_span.parent.span_id == agent_span.context.span_id + + +class TestDontThrowWraps: + """Tests that dont_throw preserves function metadata via functools.wraps.""" + + def test_sync_function_preserves_name(self): + """Test that dont_throw preserves __name__ for sync functions.""" + from opentelemetry.instrumentation.openai_agents.utils import dont_throw + + @dont_throw + def my_sync_function(): + pass + + assert my_sync_function.__name__ == "my_sync_function" + + def test_async_function_preserves_name(self): + """Test that dont_throw preserves __name__ for async functions.""" + from opentelemetry.instrumentation.openai_agents.utils import dont_throw + + @dont_throw + async def my_async_function(): + pass + + assert my_async_function.__name__ == "my_async_function" + + def test_sync_function_preserves_wrapped(self): + """Test that dont_throw sets __wrapped__ for sync functions.""" + from opentelemetry.instrumentation.openai_agents.utils import dont_throw + + def original(): + pass + + wrapped = dont_throw(original) + assert hasattr(wrapped, "__wrapped__") + assert wrapped.__wrapped__ is original + + def test_async_function_preserves_wrapped(self): + """Test that dont_throw sets __wrapped__ for async functions.""" + from opentelemetry.instrumentation.openai_agents.utils import dont_throw + + async def original(): + pass + + wrapped = dont_throw(original) + assert hasattr(wrapped, "__wrapped__") + assert wrapped.__wrapped__ is original + + def test_sync_function_preserves_docstring(self): + """Test that dont_throw preserves __doc__ for sync functions.""" + from opentelemetry.instrumentation.openai_agents.utils import dont_throw + + @dont_throw + def my_func(): + """My docstring.""" + pass + + assert my_func.__doc__ == "My docstring." From 4af91cc912702a05ba9b83d0a0cb144f8316290c Mon Sep 17 00:00:00 2001 From: Eli Jaghab <55901654+EliJaghab@users.noreply.github.com> Date: Tue, 17 Feb 2026 04:24:26 -0500 Subject: [PATCH 28/45] fix: preserve return values for RealtimeSession context manager methods (#3681) Co-authored-by: Gal Kleinman <33281963+galkleinman@users.noreply.github.com> --- .../openai_agents/_realtime_wrappers.py | 15 +++++++++++---- 1 file changed, 11 insertions(+), 4 deletions(-) diff --git a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/_realtime_wrappers.py b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/_realtime_wrappers.py index f8577a09e3..b9d994f995 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/_realtime_wrappers.py +++ b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/_realtime_wrappers.py @@ -4,6 +4,7 @@ so we need to patch the RealtimeSession class directly to add OpenTelemetry tracing. """ +import logging import time from typing import Dict, Any, Optional, List, Tuple from opentelemetry.trace import Tracer, Status, StatusCode, SpanKind, Span @@ -20,6 +21,8 @@ GEN_AI_HANDOFF_TO_AGENT, ) +logger = logging.getLogger(__name__) + _original_methods: Dict[str, Any] = {} _tracing_states: Dict[int, "RealtimeTracingState"] = {} @@ -372,7 +375,6 @@ def wrap_realtime_session(tracer: Tracer): if hasattr(RealtimeSession, "send_message"): _original_methods["send_message"] = RealtimeSession.send_message - @dont_throw async def traced_aenter(self): """Wrapped __aenter__ that starts the workflow span.""" result = await _original_methods["__aenter__"](self) @@ -404,11 +406,13 @@ async def traced_aenter(self): if model_name_str and isinstance(model_name_str, str): state.model_name = model_name_str except Exception: - pass + logger.debug( + "Failed to initialize realtime tracing in traced_aenter", + exc_info=True, + ) return result - @dont_throw async def traced_aexit(self, exc_type, exc_val, exc_tb): """Wrapped __aexit__ that ends the workflow span.""" result = await _original_methods["__aexit__"](self, exc_type, exc_val, exc_tb) @@ -422,7 +426,10 @@ async def traced_aexit(self, exc_type, exc_val, exc_tb): state.end_workflow_span(error=exc_val if exc_type else None) del _tracing_states[session_id] except Exception: - pass + logger.debug( + "Failed to clean up realtime tracing in traced_aexit", + exc_info=True, + ) return result From 02ae790ba81e6d8474088b288a8d2219712c4d90 Mon Sep 17 00:00:00 2001 From: Eli Jaghab <55901654+EliJaghab@users.noreply.github.com> Date: Thu, 19 Feb 2026 08:11:59 -0500 Subject: [PATCH 29/45] fix(openai-agents): fix realtime session event handling for prompts, completions, and usage (#3688) --- .../openai_agents/_realtime_wrappers.py | 185 +++++++++--------- .../tests/test_realtime_session.py | 164 ++++++++++++++++ 2 files changed, 259 insertions(+), 90 deletions(-) diff --git a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/_realtime_wrappers.py b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/_realtime_wrappers.py index b9d994f995..108fc30701 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/_realtime_wrappers.py +++ b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/_realtime_wrappers.py @@ -27,6 +27,67 @@ _tracing_states: Dict[int, "RealtimeTracingState"] = {} +def _extract_content_text(item_content) -> Optional[str]: + """Extract text or transcript from content parts list. + + Handles both dict-based and object-based content parts, + as well as plain string content. + """ + if isinstance(item_content, str): + return item_content + if not item_content or not isinstance(item_content, list): + return None + for part in item_content: + if isinstance(part, dict): + text = part.get("text") or part.get("transcript") + else: + text = getattr(part, "text", None) or getattr(part, "transcript", None) + if text: + return text + return None + + +def _unwrap_raw_event_data(data) -> Tuple[Optional[str], Any]: + """Extract type and unwrap nested data from raw_model_event. + + The SDK sometimes double-wraps events as data.data.type. + Returns (data_type, unwrapped_data). + """ + if isinstance(data, dict): + data_type = data.get("type") + raw_data = data.get("data") + if raw_data and isinstance(raw_data, dict): + nested_type = raw_data.get("type") + if nested_type: + return nested_type, raw_data + return data_type, data + else: + data_type = getattr(data, "type", None) + nested_data = getattr(data, "data", None) + if nested_data: + if isinstance(nested_data, dict): + nested_type = nested_data.get("type") + else: + nested_type = getattr(nested_data, "type", None) + if nested_type: + return nested_type, nested_data + return data_type, data + + +def _extract_response_and_usage(data) -> Tuple[Any, Optional[dict]]: + """Extract response object and usage dict from response.done data. + + Returns (response, usage). + """ + if isinstance(data, dict): + response = data.get("response", {}) + usage = response.get("usage") if isinstance(response, dict) else None + else: + response = getattr(data, "response", None) + usage = getattr(response, "usage", None) if response else None + return response, usage + + class RealtimeTracingState: """Tracks OpenTelemetry spans for a realtime session.""" @@ -513,20 +574,8 @@ async def traced_put_event(self, event): item = getattr(event, "item", None) if item: role = getattr(item, "role", None) - content = None - item_content = getattr(item, "content", None) - if item_content: - if isinstance(item_content, list): - for part in item_content: - if hasattr(part, "text"): - content = part.text - break - elif hasattr(part, "transcript"): - content = part.transcript - break - elif isinstance(item_content, str): - content = item_content + content = _extract_content_text(item_content) if not content: content = getattr(item, "text", None) or getattr( @@ -536,103 +585,59 @@ async def traced_put_event(self, event): if content and role == "assistant": state.record_completion(role, content) - elif event_type == "response": - output = getattr(event, "output", None) - if output and isinstance(output, list): - for item in output: + elif event_type == "history_updated": + history = getattr(event, "history", None) + if history and isinstance(history, list): + for item in reversed(history): role = getattr(item, "role", None) if role == "assistant": item_content = getattr(item, "content", None) - if item_content: - if isinstance(item_content, list): - for part in item_content: - text = getattr(part, "text", None) - if text: - state.record_completion(role, text) - break - elif isinstance(item_content, str): - state.record_completion(role, item_content) + text = _extract_content_text(item_content) + if text: + state.record_completion(role, text) + break elif event_type == "raw_model_event": data = getattr(event, "data", None) if data: - if isinstance(data, dict): - data_type = data.get("type") - raw_data = data.get("data", data) - if isinstance(raw_data, dict): - nested_type = raw_data.get("type") - if nested_type: - data_type = nested_type - else: - data_type = getattr(data, "type", None) - nested_data = getattr(data, "data", None) - if nested_data: - if isinstance(nested_data, dict): - nested_type = nested_data.get("type") - else: - nested_type = getattr(nested_data, "type", None) - if nested_type: - data_type = nested_type - data = nested_data + data_type, data = _unwrap_raw_event_data(data) if data_type == "response.done": - if isinstance(data, dict): - response = data.get("response", {}) - usage = ( - response.get("usage") - if isinstance(response, dict) - else None - ) - else: - response = getattr(data, "response", None) - usage = ( - getattr(response, "usage", None) - if response - else None - ) + response, usage = _extract_response_and_usage(data) if usage: state.record_usage(usage) + if isinstance(response, dict): + output = response.get("output") + else: output = getattr(response, "output", None) - if output and isinstance(output, list): - for item in output: + if output and isinstance(output, list): + for item in output: + if isinstance(item, dict): + item_type = item.get("type") + role = item.get("role") + item_content = item.get("content") + else: item_type = getattr(item, "type", None) - if item_type == "message": - role = getattr(item, "role", None) - if role == "assistant": - item_content = getattr( - item, "content", None - ) - if item_content and isinstance( - item_content, list - ): - for part in item_content: - text = getattr( - part, "text", None - ) - if text: - state.record_completion( - role, text - ) - break + role = getattr(item, "role", None) + item_content = getattr( + item, "content", None + ) + if item_type == "message" and role == "assistant": + text = _extract_content_text(item_content) + if text: + state.record_completion(role, text) + break elif data_type == "item_updated": item = getattr(data, "item", None) if item: role = getattr(item, "role", None) item_content = getattr(item, "content", None) - if ( - role == "assistant" - and item_content - and isinstance(item_content, list) - ): - for part in item_content: - text = getattr(part, "text", None) or getattr( - part, "transcript", None - ) - if text: - state.record_completion(role, text) - break + if role == "assistant": + text = _extract_content_text(item_content) + if text: + state.record_completion(role, text) except Exception: pass diff --git a/packages/opentelemetry-instrumentation-openai-agents/tests/test_realtime_session.py b/packages/opentelemetry-instrumentation-openai-agents/tests/test_realtime_session.py index 930882303e..43d80525dc 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/tests/test_realtime_session.py +++ b/packages/opentelemetry-instrumentation-openai-agents/tests/test_realtime_session.py @@ -8,6 +8,7 @@ RealtimeTracingState, wrap_realtime_session, unwrap_realtime_session, + _extract_content_text, ) @@ -532,3 +533,166 @@ def my_func(): pass assert my_func.__doc__ == "My docstring." + + +class TestTracedPutEventHandlers: + """Tests for event handling in traced_put_event via RealtimeTracingState.""" + + def test_history_updated_captures_assistant_completion(self, tracer, tracer_provider): + """Test that history_updated events capture assistant completions.""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + state.start_workflow_span("Test Agent") + state.start_agent_span("Voice Assistant") + + state.record_prompt("user", "Hello") + + # Simulate what history_updated handler does: scan history for assistant content + class MockContent: + def __init__(self, text=None, transcript=None): + self.text = text + self.transcript = transcript + + class MockItem: + def __init__(self, role, content): + self.role = role + self.content = content + + history = [ + MockItem("user", [MockContent(text="Hello")]), + MockItem("assistant", [MockContent(transcript="Hi there!")]), + ] + + # Replicate the history_updated handler logic + for item in reversed(history): + role = getattr(item, "role", None) + if role == "assistant": + item_content = getattr(item, "content", None) + if item_content and isinstance(item_content, list): + for part in item_content: + text = getattr(part, "text", None) or getattr( + part, "transcript", None + ) + if text: + state.record_completion(role, text) + break + break + + state.cleanup() + state.end_workflow_span() + + spans = exporter.get_finished_spans() + llm_spans = [s for s in spans if s.name == "openai.realtime"] + assert len(llm_spans) == 1 + assert llm_spans[0].attributes.get("gen_ai.completion.0.content") == "Hi there!" + + def test_response_done_dict_captures_usage_and_completion(self, tracer, tracer_provider): + """Test that response.done with dict data captures usage and completions.""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + state.start_workflow_span("Test Agent") + state.start_agent_span("Voice Assistant") + + state.record_prompt("user", "What is the weather?") + + # Simulate dict-based response.done data (as sent by OpenAI raw API) + response_done_data = { + "type": "response.done", + "response": { + "usage": { + "input_tokens": 42, + "output_tokens": 18, + "total_tokens": 60, + }, + "output": [ + { + "type": "message", + "role": "assistant", + "content": [ + {"type": "text", "text": "It is sunny today."} + ], + } + ], + }, + } + + # Extract usage from dict + response = response_done_data.get("response", {}) + usage = response.get("usage") if isinstance(response, dict) else None + if usage: + state.record_usage(usage) + + # Extract completion from dict + output = response.get("output") if isinstance(response, dict) else None + if output and isinstance(output, list): + for item in output: + if isinstance(item, dict): + if item.get("type") == "message" and item.get("role") == "assistant": + item_content = item.get("content") + if item_content and isinstance(item_content, list): + for part in item_content: + text = part.get("text") if isinstance(part, dict) else None + if text: + state.record_completion("assistant", text) + break + + state.cleanup() + state.end_workflow_span() + + spans = exporter.get_finished_spans() + llm_spans = [s for s in spans if s.name == "openai.realtime"] + assert len(llm_spans) == 1 + + llm_span = llm_spans[0] + assert llm_span.attributes.get("gen_ai.usage.input_tokens") == 42 + assert llm_span.attributes.get("gen_ai.usage.output_tokens") == 18 + assert llm_span.attributes.get("gen_ai.completion.0.content") == "It is sunny today." + + def test_response_done_without_usage_still_captures_completion(self, tracer, tracer_provider): + """Test that completions are captured even when usage is absent from response.done.""" + _, exporter = tracer_provider + state = RealtimeTracingState(tracer) + state.start_workflow_span("Test Agent") + state.start_agent_span("Voice Assistant") + + state.record_prompt("user", "Tell me a joke") + + # response.done with output but NO usage field + response_done_data = { + "type": "response.done", + "response": { + "output": [ + { + "type": "message", + "role": "assistant", + "content": [ + {"type": "text", "text": "Why did the chicken cross the road?"} + ], + } + ], + }, + } + + response = response_done_data.get("response", {}) + usage = response.get("usage") if isinstance(response, dict) else None + if usage: + state.record_usage(usage) + + # Completion extraction should work even without usage + output = response.get("output") if isinstance(response, dict) else None + if output and isinstance(output, list): + for item in output: + if isinstance(item, dict): + if item.get("type") == "message" and item.get("role") == "assistant": + text = _extract_content_text(item.get("content")) + if text: + state.record_completion("assistant", text) + + state.cleanup() + state.end_workflow_span() + + spans = exporter.get_finished_spans() + llm_spans = [s for s in spans if s.name == "openai.realtime"] + assert len(llm_spans) == 1 + assert llm_spans[0].attributes.get("gen_ai.completion.0.content") == "Why did the chicken cross the road?" + assert llm_spans[0].attributes.get("gen_ai.usage.input_tokens") is None From ae9c348b8bdd3876720b630b730d6d8af65b0906 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Thu, 19 Feb 2026 13:19:41 +0000 Subject: [PATCH 30/45] =?UTF-8?q?bump:=20version=200.52.3=20=E2=86=92=200.?= =?UTF-8?q?52.4?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .cz.toml | 2 +- CHANGELOG.md | 8 ++++++++ .../opentelemetry/instrumentation/agno/version.py | 2 +- .../opentelemetry-instrumentation-agno/pyproject.toml | 2 +- .../opentelemetry/instrumentation/alephalpha/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/anthropic/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/bedrock/version.py | 2 +- .../opentelemetry-instrumentation-bedrock/pyproject.toml | 2 +- .../opentelemetry/instrumentation/chromadb/version.py | 2 +- .../opentelemetry-instrumentation-chromadb/pyproject.toml | 2 +- .../opentelemetry/instrumentation/cohere/version.py | 2 +- .../opentelemetry-instrumentation-cohere/pyproject.toml | 2 +- .../opentelemetry-instrumentation-crewai/pyproject.toml | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/groq/version.py | 2 +- .../opentelemetry-instrumentation-groq/pyproject.toml | 2 +- .../opentelemetry/instrumentation/haystack/version.py | 2 +- .../opentelemetry-instrumentation-haystack/pyproject.toml | 2 +- .../opentelemetry/instrumentation/lancedb/version.py | 2 +- .../opentelemetry-instrumentation-lancedb/pyproject.toml | 2 +- .../opentelemetry/instrumentation/langchain/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/llamaindex/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/marqo/version.py | 2 +- .../opentelemetry-instrumentation-marqo/pyproject.toml | 2 +- .../opentelemetry/instrumentation/mcp/version.py | 2 +- packages/opentelemetry-instrumentation-mcp/pyproject.toml | 2 +- .../opentelemetry/instrumentation/milvus/version.py | 2 +- .../opentelemetry-instrumentation-milvus/pyproject.toml | 2 +- .../opentelemetry/instrumentation/mistralai/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/ollama/version.py | 2 +- .../opentelemetry-instrumentation-ollama/pyproject.toml | 2 +- .../instrumentation/openai_agents/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/openai/version.py | 2 +- .../opentelemetry-instrumentation-openai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/pinecone/version.py | 2 +- .../opentelemetry-instrumentation-pinecone/pyproject.toml | 2 +- .../opentelemetry/instrumentation/qdrant/version.py | 2 +- .../opentelemetry-instrumentation-qdrant/pyproject.toml | 2 +- .../opentelemetry/instrumentation/replicate/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/sagemaker/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/together/version.py | 2 +- .../opentelemetry-instrumentation-together/pyproject.toml | 2 +- .../opentelemetry/instrumentation/transformers/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/vertexai/version.py | 2 +- .../opentelemetry-instrumentation-vertexai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/voyageai/version.py | 2 +- .../opentelemetry-instrumentation-voyageai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/watsonx/version.py | 2 +- .../opentelemetry-instrumentation-watsonx/pyproject.toml | 2 +- .../opentelemetry/instrumentation/weaviate/version.py | 2 +- .../opentelemetry-instrumentation-weaviate/pyproject.toml | 2 +- .../opentelemetry/instrumentation/writer/version.py | 2 +- .../opentelemetry-instrumentation-writer/pyproject.toml | 2 +- packages/traceloop-sdk/pyproject.toml | 2 +- packages/traceloop-sdk/traceloop/sdk/version.py | 2 +- 64 files changed, 71 insertions(+), 63 deletions(-) diff --git a/.cz.toml b/.cz.toml index d8327ab507..1b82673445 100644 --- a/.cz.toml +++ b/.cz.toml @@ -4,7 +4,7 @@ tag_format = "v$version" version_scheme = "pep440" major_version_zero = true update_changelog_on_bump = true -version = "0.52.3" +version = "0.52.4" version_files = [ "packages/opentelemetry-instrumentation-mcp/pyproject.toml:^version", "packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py", diff --git a/CHANGELOG.md b/CHANGELOG.md index 84ccb51b9f..7c4a341315 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,11 @@ +## v0.52.4 (2026-02-19) + +### Fix + +- **openai-agents**: fix realtime session event handling for prompts, completions, and usage (#3688) +- preserve return values for RealtimeSession context manager methods (#3681) +- **openai-agents**: add functools.wraps to dont_throw decorator (#3687) + ## v0.52.3 (2026-02-10) ### Fix diff --git a/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py b/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py +++ b/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-agno/pyproject.toml b/packages/opentelemetry-instrumentation-agno/pyproject.toml index e005739f6b..152d613747 100644 --- a/packages/opentelemetry-instrumentation-agno/pyproject.toml +++ b/packages/opentelemetry-instrumentation-agno/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-agno" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry Agno instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py b/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py +++ b/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml b/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml index 3318b926d0..524fb6c60f 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml +++ b/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-alephalpha" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry Aleph Alpha instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py b/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py +++ b/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-anthropic/pyproject.toml b/packages/opentelemetry-instrumentation-anthropic/pyproject.toml index 7770d19224..e4ddc143e8 100644 --- a/packages/opentelemetry-instrumentation-anthropic/pyproject.toml +++ b/packages/opentelemetry-instrumentation-anthropic/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-anthropic" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry Anthropic instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py b/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py +++ b/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-bedrock/pyproject.toml b/packages/opentelemetry-instrumentation-bedrock/pyproject.toml index 0c5e547647..d500142f05 100644 --- a/packages/opentelemetry-instrumentation-bedrock/pyproject.toml +++ b/packages/opentelemetry-instrumentation-bedrock/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-bedrock" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry Bedrock instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py b/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py +++ b/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-chromadb/pyproject.toml b/packages/opentelemetry-instrumentation-chromadb/pyproject.toml index e302b05981..27417712fa 100644 --- a/packages/opentelemetry-instrumentation-chromadb/pyproject.toml +++ b/packages/opentelemetry-instrumentation-chromadb/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-chromadb" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry Chroma DB instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py b/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py +++ b/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-cohere/pyproject.toml b/packages/opentelemetry-instrumentation-cohere/pyproject.toml index 6b8e8f6bdc..b4ee01a05b 100644 --- a/packages/opentelemetry-instrumentation-cohere/pyproject.toml +++ b/packages/opentelemetry-instrumentation-cohere/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-cohere" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry Cohere instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-crewai/pyproject.toml b/packages/opentelemetry-instrumentation-crewai/pyproject.toml index 021fdee482..b8a97ac9a1 100644 --- a/packages/opentelemetry-instrumentation-crewai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-crewai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-crewai" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry crewAI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml b/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml index 7bc33fe454..1cd92850b4 100644 --- a/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-google-generativeai" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry Google Generative AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py b/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py +++ b/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-groq/pyproject.toml b/packages/opentelemetry-instrumentation-groq/pyproject.toml index 53150c7e97..e2c11bf23e 100644 --- a/packages/opentelemetry-instrumentation-groq/pyproject.toml +++ b/packages/opentelemetry-instrumentation-groq/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-groq" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry Groq instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py b/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py +++ b/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-haystack/pyproject.toml b/packages/opentelemetry-instrumentation-haystack/pyproject.toml index 28662c46c9..9599efcf56 100644 --- a/packages/opentelemetry-instrumentation-haystack/pyproject.toml +++ b/packages/opentelemetry-instrumentation-haystack/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-haystack" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry Haystack instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py b/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py +++ b/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-lancedb/pyproject.toml b/packages/opentelemetry-instrumentation-lancedb/pyproject.toml index 8752fc54fa..8078b3d0e3 100644 --- a/packages/opentelemetry-instrumentation-lancedb/pyproject.toml +++ b/packages/opentelemetry-instrumentation-lancedb/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-lancedb" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry Lancedb instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py b/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py +++ b/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-langchain/pyproject.toml b/packages/opentelemetry-instrumentation-langchain/pyproject.toml index 7de007d942..d7d83e7141 100644 --- a/packages/opentelemetry-instrumentation-langchain/pyproject.toml +++ b/packages/opentelemetry-instrumentation-langchain/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-langchain" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry Langchain instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py b/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py +++ b/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml b/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml index 1b4e3f9f53..e9bf4e9184 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml +++ b/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-llamaindex" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry LlamaIndex instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py b/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py +++ b/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-marqo/pyproject.toml b/packages/opentelemetry-instrumentation-marqo/pyproject.toml index dfe8e4ed01..2ff3381db8 100644 --- a/packages/opentelemetry-instrumentation-marqo/pyproject.toml +++ b/packages/opentelemetry-instrumentation-marqo/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-marqo" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry Marqo instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py b/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py +++ b/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-mcp/pyproject.toml b/packages/opentelemetry-instrumentation-mcp/pyproject.toml index 1af7244e4e..1b184d8203 100644 --- a/packages/opentelemetry-instrumentation-mcp/pyproject.toml +++ b/packages/opentelemetry-instrumentation-mcp/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-mcp" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry mcp instrumentation" authors = [ { name = "Felix George", email = "felix.george@ibm.com" }, diff --git a/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py b/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py +++ b/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-milvus/pyproject.toml b/packages/opentelemetry-instrumentation-milvus/pyproject.toml index d04a37b850..55de029780 100644 --- a/packages/opentelemetry-instrumentation-milvus/pyproject.toml +++ b/packages/opentelemetry-instrumentation-milvus/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-milvus" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry Milvus instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py b/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py +++ b/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-mistralai/pyproject.toml b/packages/opentelemetry-instrumentation-mistralai/pyproject.toml index 56fc33267f..8d6b727455 100644 --- a/packages/opentelemetry-instrumentation-mistralai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-mistralai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-mistralai" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry Mistral AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py b/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py +++ b/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-ollama/pyproject.toml b/packages/opentelemetry-instrumentation-ollama/pyproject.toml index 1046a0d2aa..fb5436e7e3 100644 --- a/packages/opentelemetry-instrumentation-ollama/pyproject.toml +++ b/packages/opentelemetry-instrumentation-ollama/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-ollama" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry Ollama instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py +++ b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml b/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml index 2105b89a00..6a5535dfb3 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml +++ b/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-openai-agents" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry OpenAI Agents instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py b/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py +++ b/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-openai/pyproject.toml b/packages/opentelemetry-instrumentation-openai/pyproject.toml index 8af276ec6e..a53c8b4fdb 100644 --- a/packages/opentelemetry-instrumentation-openai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-openai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-openai" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry OpenAI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py b/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py +++ b/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-pinecone/pyproject.toml b/packages/opentelemetry-instrumentation-pinecone/pyproject.toml index ef4a355730..80827940ca 100644 --- a/packages/opentelemetry-instrumentation-pinecone/pyproject.toml +++ b/packages/opentelemetry-instrumentation-pinecone/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-pinecone" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry Pinecone instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py b/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py +++ b/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-qdrant/pyproject.toml b/packages/opentelemetry-instrumentation-qdrant/pyproject.toml index 189a865728..825e177af1 100644 --- a/packages/opentelemetry-instrumentation-qdrant/pyproject.toml +++ b/packages/opentelemetry-instrumentation-qdrant/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-qdrant" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry Qdrant instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py b/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py +++ b/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-replicate/pyproject.toml b/packages/opentelemetry-instrumentation-replicate/pyproject.toml index ecf31c6899..d292e228ae 100644 --- a/packages/opentelemetry-instrumentation-replicate/pyproject.toml +++ b/packages/opentelemetry-instrumentation-replicate/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-replicate" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry Replicate instrumentation" authors = [ { name = "Kartik Prajapati", email = "kartik@ktklab.org" }, diff --git a/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py b/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py +++ b/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml b/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml index aa7211f91b..f940f4abd1 100644 --- a/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml +++ b/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-sagemaker" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry SageMaker instrumentation" authors = [ { name = "Bobby Lindsey", email = "bwlind@amazon.com" }, diff --git a/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py b/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py +++ b/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-together/pyproject.toml b/packages/opentelemetry-instrumentation-together/pyproject.toml index 0a2c00deca..3086c604c5 100644 --- a/packages/opentelemetry-instrumentation-together/pyproject.toml +++ b/packages/opentelemetry-instrumentation-together/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-together" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry Together AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py b/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py +++ b/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-transformers/pyproject.toml b/packages/opentelemetry-instrumentation-transformers/pyproject.toml index bf80a9a047..2833fa3b09 100644 --- a/packages/opentelemetry-instrumentation-transformers/pyproject.toml +++ b/packages/opentelemetry-instrumentation-transformers/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-transformers" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry transformers instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py b/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py +++ b/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-vertexai/pyproject.toml b/packages/opentelemetry-instrumentation-vertexai/pyproject.toml index 4ed92c4b31..eb764d3945 100644 --- a/packages/opentelemetry-instrumentation-vertexai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-vertexai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-vertexai" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry Vertex AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py b/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py +++ b/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-voyageai/pyproject.toml b/packages/opentelemetry-instrumentation-voyageai/pyproject.toml index c1e1c7e47e..b8508e8858 100644 --- a/packages/opentelemetry-instrumentation-voyageai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-voyageai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-voyageai" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry Voyage AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py b/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py +++ b/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-watsonx/pyproject.toml b/packages/opentelemetry-instrumentation-watsonx/pyproject.toml index b987d9fa72..2241a2bcbb 100644 --- a/packages/opentelemetry-instrumentation-watsonx/pyproject.toml +++ b/packages/opentelemetry-instrumentation-watsonx/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-watsonx" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry IBM Watsonx Instrumentation" authors = [ { name = "Guangya Liu", email = "gyliu@ibm.com" }, diff --git a/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py b/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py +++ b/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-weaviate/pyproject.toml b/packages/opentelemetry-instrumentation-weaviate/pyproject.toml index ccc087a0b0..cbcf967982 100644 --- a/packages/opentelemetry-instrumentation-weaviate/pyproject.toml +++ b/packages/opentelemetry-instrumentation-weaviate/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-weaviate" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry Weaviate instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py b/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py index 2133351967..1c561de407 100644 --- a/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py +++ b/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" diff --git a/packages/opentelemetry-instrumentation-writer/pyproject.toml b/packages/opentelemetry-instrumentation-writer/pyproject.toml index c795f143c1..1bb7d0b669 100644 --- a/packages/opentelemetry-instrumentation-writer/pyproject.toml +++ b/packages/opentelemetry-instrumentation-writer/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-writer" -version = "0.52.3" +version = "0.52.4" description = "OpenTelemetry Writer instrumentation" authors = [ { name = "Yan Tolstoy", email = "yan.talstoi@writer.com" }, diff --git a/packages/traceloop-sdk/pyproject.toml b/packages/traceloop-sdk/pyproject.toml index 7a468ae8ce..df00266165 100644 --- a/packages/traceloop-sdk/pyproject.toml +++ b/packages/traceloop-sdk/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "traceloop-sdk" -version = "0.52.3" +version = "0.52.4" description = "Traceloop Software Development Kit (SDK) for Python" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/traceloop-sdk/traceloop/sdk/version.py b/packages/traceloop-sdk/traceloop/sdk/version.py index 2133351967..1c561de407 100644 --- a/packages/traceloop-sdk/traceloop/sdk/version.py +++ b/packages/traceloop-sdk/traceloop/sdk/version.py @@ -1 +1 @@ -__version__ = "0.52.3" +__version__ = "0.52.4" From a7ce9805d7a5f25f4c639e708ecc63163e7dc9d7 Mon Sep 17 00:00:00 2001 From: Gal Kleinman <33281963+galkleinman@users.noreply.github.com> Date: Sun, 22 Feb 2026 22:30:29 +0200 Subject: [PATCH 31/45] =?UTF-8?q?bump(semantic-conventions-ai):=20version?= =?UTF-8?q?=200.4.13=20=E2=86=92=200.4.14=20(#3704)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Co-authored-by: Claude Opus 4.6 --- .../opentelemetry/semconv_ai/version.py | 2 +- packages/opentelemetry-semantic-conventions-ai/pyproject.toml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/packages/opentelemetry-semantic-conventions-ai/opentelemetry/semconv_ai/version.py b/packages/opentelemetry-semantic-conventions-ai/opentelemetry/semconv_ai/version.py index 4b2ce7df3d..f658d0a64e 100644 --- a/packages/opentelemetry-semantic-conventions-ai/opentelemetry/semconv_ai/version.py +++ b/packages/opentelemetry-semantic-conventions-ai/opentelemetry/semconv_ai/version.py @@ -1 +1 @@ -__version__ = "0.4.13" +__version__ = "0.4.14" diff --git a/packages/opentelemetry-semantic-conventions-ai/pyproject.toml b/packages/opentelemetry-semantic-conventions-ai/pyproject.toml index 53ccee51cf..8444ae7985 100644 --- a/packages/opentelemetry-semantic-conventions-ai/pyproject.toml +++ b/packages/opentelemetry-semantic-conventions-ai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-semantic-conventions-ai" -version = "0.4.13" +version = "0.4.14" description = "OpenTelemetry Semantic Conventions Extension for Large Language Models" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, From 03d49aed8f4c5a5eda89d6dc5d0bcda74feeee12 Mon Sep 17 00:00:00 2001 From: Dinmukhamed Mailibay <47117969+dinmukhamedm@users.noreply.github.com> Date: Sun, 22 Feb 2026 21:51:56 +0000 Subject: [PATCH 32/45] fix(anthropic): restore accidentally lost cache tokens attributes (#3648) --- .../instrumentation/anthropic/span_utils.py | 2 +- .../instrumentation/anthropic/streaming.py | 7 + .../pyproject.toml | 2 +- .../tests/test_prompt_caching.py | 118 +-- .../tests/test_structured_outputs.py | 5 +- .../uv.lock | 942 +++++++++--------- 6 files changed, 551 insertions(+), 525 deletions(-) diff --git a/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/span_utils.py b/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/span_utils.py index 0e065c1098..599da108d6 100644 --- a/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/span_utils.py +++ b/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/span_utils.py @@ -174,7 +174,7 @@ async def aset_input_attributes(span, kwargs): if schema: set_span_attribute( span, - SpanAttributes.LLM_REQUEST_STRUCTURED_OUTPUT_SCHEMA, + "gen_ai.request.structured_output_schema", json.dumps(schema), ) diff --git a/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/streaming.py b/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/streaming.py index a49cd0e32d..79cd28f043 100644 --- a/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/streaming.py +++ b/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/streaming.py @@ -94,6 +94,13 @@ def _set_token_usage( ) set_span_attribute(span, SpanAttributes.LLM_USAGE_TOTAL_TOKENS, total_tokens) + set_span_attribute( + span, SpanAttributes.GEN_AI_USAGE_CACHE_READ_INPUT_TOKENS, cache_read_tokens + ) + set_span_attribute( + span, SpanAttributes.GEN_AI_USAGE_CACHE_CREATION_INPUT_TOKENS, cache_creation_tokens + ) + set_span_attribute( span, GenAIAttributes.GEN_AI_RESPONSE_MODEL, complete_response.get("model") ) diff --git a/packages/opentelemetry-instrumentation-anthropic/pyproject.toml b/packages/opentelemetry-instrumentation-anthropic/pyproject.toml index e4ddc143e8..d127260649 100644 --- a/packages/opentelemetry-instrumentation-anthropic/pyproject.toml +++ b/packages/opentelemetry-instrumentation-anthropic/pyproject.toml @@ -13,7 +13,7 @@ requires-python = ">=3.10,<4" dependencies = [ "opentelemetry-api>=1.38.0,<2", "opentelemetry-instrumentation>=0.59b0", - "opentelemetry-semantic-conventions-ai>=0.4.13,<0.5.0", + "opentelemetry-semantic-conventions-ai>=0.4.14,<0.5.0", "opentelemetry-semantic-conventions>=0.59b0", ] diff --git a/packages/opentelemetry-instrumentation-anthropic/tests/test_prompt_caching.py b/packages/opentelemetry-instrumentation-anthropic/tests/test_prompt_caching.py index bd7da01929..67988867b1 100644 --- a/packages/opentelemetry-instrumentation-anthropic/tests/test_prompt_caching.py +++ b/packages/opentelemetry-instrumentation-anthropic/tests/test_prompt_caching.py @@ -2,6 +2,7 @@ import pytest from opentelemetry.sdk._logs import ReadableLogRecord +from opentelemetry.sdk.trace import ReadableSpan from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -9,6 +10,43 @@ from .utils import verify_metrics +def _verify_caching_attributes( + cache_creation_span: ReadableSpan, + cache_read_span: ReadableSpan, + input_tokens: int, + cache_creation_span_output_tokens: int, + cache_read_span_output_tokens: int, + cached_tokens: int, +): + assert ( + cache_creation_span.attributes["gen_ai.usage.cache_creation_input_tokens"] + == cache_read_span.attributes["gen_ai.usage.cache_read_input_tokens"] + ) + + # first check that cache_creation_span only wrote to cache, but not read from it, + assert cache_creation_span.attributes["gen_ai.usage.cache_read_input_tokens"] == 0 + assert ( + cache_creation_span.attributes["gen_ai.usage.cache_creation_input_tokens"] != 0 + ) + + # then check for exact figures for the fixture/cassette + assert ( + cache_creation_span.attributes["gen_ai.usage.cache_creation_input_tokens"] + == cached_tokens + ) + assert cache_creation_span.attributes["gen_ai.usage.input_tokens"] == input_tokens + assert cache_creation_span.attributes["gen_ai.usage.output_tokens"] == cache_creation_span_output_tokens + + # first check that cache_read_span only read from cache, but not wrote to it, + assert cache_read_span.attributes["gen_ai.usage.cache_read_input_tokens"] != 0 + assert cache_read_span.attributes["gen_ai.usage.cache_creation_input_tokens"] == 0 + + # then check for exact figures for the fixture/cassette + assert cache_read_span.attributes["gen_ai.usage.cache_read_input_tokens"] == cached_tokens + assert cache_read_span.attributes["gen_ai.usage.input_tokens"] == input_tokens + assert cache_read_span.attributes["gen_ai.usage.output_tokens"] == cache_read_span_output_tokens + + @pytest.mark.vcr def test_anthropic_prompt_caching_legacy( instrument_legacy, anthropic_client, span_exporter, log_exporter, reader @@ -70,6 +108,11 @@ def test_anthropic_prompt_caching_legacy( assert cache_read_span.attributes["gen_ai.prompt.1.role"] == "user" assert text == cache_read_span.attributes["gen_ai.prompt.1.content"] + assert ( + cache_creation_span.attributes["gen_ai.usage.cache_creation_input_tokens"] + == cache_read_span.attributes["gen_ai.usage.cache_read_input_tokens"] + ) + assert ( cache_creation_span.attributes.get("gen_ai.response.id") == "msg_01EF3r8zYyZntM4Sg9a5kc6k" @@ -82,11 +125,7 @@ def test_anthropic_prompt_caching_legacy( assert cache_creation_span.attributes["gen_ai.completion.0.role"] == "assistant" assert cache_read_span.attributes["gen_ai.completion.0.role"] == "assistant" - # assert cache_creation_span.attributes["gen_ai.usage.input_tokens"] == 1167 - assert cache_creation_span.attributes["gen_ai.usage.output_tokens"] == 187 - - assert cache_read_span.attributes["gen_ai.usage.input_tokens"] == 1167 - assert cache_read_span.attributes["gen_ai.usage.output_tokens"] == 202 + _verify_caching_attributes(cache_creation_span, cache_read_span, 1167, 187, 202, 1163) # verify metrics metrics_data = reader.get_metrics_data() @@ -150,11 +189,7 @@ def test_anthropic_prompt_caching_with_events_with_content( cache_creation_span = spans[0] cache_read_span = spans[1] - assert cache_creation_span.attributes["gen_ai.usage.input_tokens"] == 1167 - assert cache_creation_span.attributes["gen_ai.usage.output_tokens"] == 187 - - assert cache_read_span.attributes["gen_ai.usage.input_tokens"] == 1167 - assert cache_read_span.attributes["gen_ai.usage.output_tokens"] == 202 + _verify_caching_attributes(cache_creation_span, cache_read_span, 1167, 187, 202, 1163) # verify metrics metrics_data = reader.get_metrics_data() @@ -316,11 +351,7 @@ def test_anthropic_prompt_caching_with_events_with_no_content( cache_creation_span = spans[0] cache_read_span = spans[1] - assert cache_creation_span.attributes["gen_ai.usage.input_tokens"] == 1167 - assert cache_creation_span.attributes["gen_ai.usage.output_tokens"] == 187 - - assert cache_read_span.attributes["gen_ai.usage.input_tokens"] == 1167 - assert cache_read_span.attributes["gen_ai.usage.output_tokens"] == 202 + _verify_caching_attributes(cache_creation_span, cache_read_span, 1167, 187, 202, 1163) # verify metrics metrics_data = reader.get_metrics_data() @@ -426,11 +457,7 @@ async def test_anthropic_prompt_caching_async_legacy( assert cache_creation_span.attributes["gen_ai.completion.0.role"] == "assistant" assert cache_read_span.attributes["gen_ai.completion.0.role"] == "assistant" - assert cache_creation_span.attributes["gen_ai.usage.input_tokens"] == 1169 - assert cache_creation_span.attributes["gen_ai.usage.output_tokens"] == 207 - - assert cache_read_span.attributes["gen_ai.usage.input_tokens"] == 1169 - assert cache_read_span.attributes["gen_ai.usage.output_tokens"] == 224 + _verify_caching_attributes(cache_creation_span, cache_read_span, 1169, 207, 224, 1165) # verify metrics metrics_data = reader.get_metrics_data() @@ -495,11 +522,7 @@ async def test_anthropic_prompt_caching_async_with_events_with_content( cache_creation_span = spans[0] cache_read_span = spans[1] - assert cache_creation_span.attributes["gen_ai.usage.input_tokens"] == 1169 - assert cache_creation_span.attributes["gen_ai.usage.output_tokens"] == 207 - - assert cache_read_span.attributes["gen_ai.usage.input_tokens"] == 1169 - assert cache_read_span.attributes["gen_ai.usage.output_tokens"] == 224 + _verify_caching_attributes(cache_creation_span, cache_read_span, 1169, 207, 224, 1165) # verify metrics metrics_data = reader.get_metrics_data() @@ -667,11 +690,12 @@ async def test_anthropic_prompt_caching_async_with_events_with_no_content( cache_creation_span = spans[0] cache_read_span = spans[1] - assert cache_creation_span.attributes["gen_ai.usage.input_tokens"] == 1169 - assert cache_creation_span.attributes["gen_ai.usage.output_tokens"] == 207 + assert ( + cache_creation_span.attributes["gen_ai.usage.cache_creation_input_tokens"] + == cache_read_span.attributes["gen_ai.usage.cache_read_input_tokens"] + ) - assert cache_read_span.attributes["gen_ai.usage.input_tokens"] == 1169 - assert cache_read_span.attributes["gen_ai.usage.output_tokens"] == 224 + _verify_caching_attributes(cache_creation_span, cache_read_span, 1169, 207, 224, 1165) # verify metrics metrics_data = reader.get_metrics_data() @@ -780,11 +804,7 @@ def test_anthropic_prompt_caching_stream_legacy( assert cache_creation_span.attributes["gen_ai.completion.0.role"] == "assistant" assert cache_read_span.attributes["gen_ai.completion.0.role"] == "assistant" - assert cache_creation_span.attributes["gen_ai.usage.input_tokens"] == 1169 - assert cache_creation_span.attributes["gen_ai.usage.output_tokens"] == 202 - - assert cache_read_span.attributes["gen_ai.usage.input_tokens"] == 1169 - assert cache_read_span.attributes["gen_ai.usage.output_tokens"] == 222 + _verify_caching_attributes(cache_creation_span, cache_read_span, 1169, 202, 222, 1165) # verify metrics metrics_data = reader.get_metrics_data() @@ -852,11 +872,7 @@ def test_anthropic_prompt_caching_stream_with_events_with_content( cache_creation_span = spans[0] cache_read_span = spans[1] - assert cache_creation_span.attributes["gen_ai.usage.input_tokens"] == 1169 - assert cache_creation_span.attributes["gen_ai.usage.output_tokens"] == 202 - - assert cache_read_span.attributes["gen_ai.usage.input_tokens"] == 1169 - assert cache_read_span.attributes["gen_ai.usage.output_tokens"] == 222 + _verify_caching_attributes(cache_creation_span, cache_read_span, 1169, 202, 222, 1165) # verify metrics metrics_data = reader.get_metrics_data() @@ -1029,11 +1045,7 @@ def test_anthropic_prompt_caching_stream_with_events_with_no_content( cache_creation_span = spans[0] cache_read_span = spans[1] - assert cache_creation_span.attributes["gen_ai.usage.input_tokens"] == 1169 - assert cache_creation_span.attributes["gen_ai.usage.output_tokens"] == 202 - - assert cache_read_span.attributes["gen_ai.usage.input_tokens"] == 1169 - assert cache_read_span.attributes["gen_ai.usage.output_tokens"] == 222 + _verify_caching_attributes(cache_creation_span, cache_read_span, 1169, 202, 222, 1165) # verify metrics metrics_data = reader.get_metrics_data() @@ -1142,11 +1154,7 @@ async def test_anthropic_prompt_caching_async_stream_legacy( assert cache_read_span.attributes["gen_ai.prompt.1.role"] == "user" assert text == cache_read_span.attributes["gen_ai.prompt.1.content"] - assert cache_creation_span.attributes["gen_ai.usage.input_tokens"] == 1171 - assert cache_creation_span.attributes["gen_ai.usage.output_tokens"] == 290 - - assert cache_read_span.attributes["gen_ai.usage.input_tokens"] == 1171 - assert cache_read_span.attributes["gen_ai.usage.output_tokens"] == 257 + _verify_caching_attributes(cache_creation_span, cache_read_span, 1171, 290, 257, 1167) # verify metrics metrics_data = reader.get_metrics_data() @@ -1215,11 +1223,7 @@ async def test_anthropic_prompt_caching_async_stream_with_events_with_content( cache_creation_span = spans[0] cache_read_span = spans[1] - assert cache_creation_span.attributes["gen_ai.usage.input_tokens"] == 1171 - assert cache_creation_span.attributes["gen_ai.usage.output_tokens"] == 290 - - assert cache_read_span.attributes["gen_ai.usage.input_tokens"] == 1171 - assert cache_read_span.attributes["gen_ai.usage.output_tokens"] == 257 + _verify_caching_attributes(cache_creation_span, cache_read_span, 1171, 290, 257, 1167) # verify metrics metrics_data = reader.get_metrics_data() @@ -1403,11 +1407,7 @@ async def test_anthropic_prompt_caching_async_stream_with_events_with_no_content cache_creation_span = spans[0] cache_read_span = spans[1] - assert cache_creation_span.attributes["gen_ai.usage.input_tokens"] == 1171 - assert cache_creation_span.attributes["gen_ai.usage.output_tokens"] == 290 - - assert cache_read_span.attributes["gen_ai.usage.input_tokens"] == 1171 - assert cache_read_span.attributes["gen_ai.usage.output_tokens"] == 257 + _verify_caching_attributes(cache_creation_span, cache_read_span, 1171, 290, 257, 1167) # verify metrics metrics_data = reader.get_metrics_data() diff --git a/packages/opentelemetry-instrumentation-anthropic/tests/test_structured_outputs.py b/packages/opentelemetry-instrumentation-anthropic/tests/test_structured_outputs.py index 3296b05886..d1c70d6570 100644 --- a/packages/opentelemetry-instrumentation-anthropic/tests/test_structured_outputs.py +++ b/packages/opentelemetry-instrumentation-anthropic/tests/test_structured_outputs.py @@ -4,7 +4,6 @@ from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) -from opentelemetry.semconv_ai import SpanAttributes JOKE_SCHEMA = { @@ -65,9 +64,9 @@ def 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"sha512-xceH2snhtb5M9liqDsmEw56le376mTZkEX/jEb/RxNFyegNul7eNslCXP9FDj/Lcu0X8KEyMceP2ntpaHrDEVA==", + "dev": true, + "license": "ISC" + }, "node_modules/pretty-format": { "version": "29.7.0", "resolved": "https://registry.npmjs.org/pretty-format/-/pretty-format-29.7.0.tgz", @@ -1519,6 +2585,23 @@ "url": "https://github.com/chalk/ansi-styles?sponsor=1" } }, + "node_modules/process": { + "version": "0.11.10", + "resolved": "https://registry.npmjs.org/process/-/process-0.11.10.tgz", + "integrity": "sha512-cdGef/drWFoydD1JsMzuFf8100nZl+GT+yacc2bEced5f9Rjk4z+WtFUTBu9PhOi9j/jfmBPu0mMEY4wIdAF8A==", + "dev": true, + "license": "MIT", + "engines": { + "node": ">= 0.6.0" + } + }, + "node_modules/process-nextick-args": { + "version": "2.0.1", + "resolved": "https://registry.npmjs.org/process-nextick-args/-/process-nextick-args-2.0.1.tgz", + "integrity": "sha512-3ouUOpQhtgrbOa17J7+uxOTpITYWaGP7/AhoR3+A+/1e9skrzelGi/dXzEYyvbxubEF6Wn2ypscTKiKJFFn1ag==", + "dev": true, + "license": "MIT" + }, 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"node": ">=6" } }, + "node_modules/text-decoder": { + "version": "1.2.3", + "resolved": "https://registry.npmjs.org/text-decoder/-/text-decoder-1.2.3.tgz", + "integrity": "sha512-3/o9z3X0X0fTupwsYvR03pJ/DjWuqqrfwBgTQzdWDiQSm9KitAyz/9WqsT2JQW7KV2m+bC2ol/zqpW37NHxLaA==", + "dev": true, + "license": "Apache-2.0", + "dependencies": { + "b4a": "^1.6.4" + } + }, "node_modules/tmp": { "version": "0.2.5", "resolved": "https://registry.npmjs.org/tmp/-/tmp-0.2.5.tgz", @@ -1723,6 +2881,17 @@ "node": ">=14.14" } }, + "node_modules/tree-kill": { + "version": "1.2.2", + "resolved": "https://registry.npmjs.org/tree-kill/-/tree-kill-1.2.2.tgz", + "integrity": "sha512-L0Orpi8qGpRG//Nd+H90vFB+3iHnue1zSSGmNOOCh1GLJ7rUKVwV2HvijphGQS2UmhUZewS9VgvxYIdgr+fG1A==", + "dev": true, + "license": "MIT", + "peer": true, + "bin": { + "tree-kill": "cli.js" + } + }, "node_modules/tsconfig-paths": { "version": "4.2.0", "resolved": "https://registry.npmjs.org/tsconfig-paths/-/tsconfig-paths-4.2.0.tgz", @@ -1812,6 +2981,25 @@ "url": "https://github.com/chalk/wrap-ansi?sponsor=1" } }, + "node_modules/wrap-ansi-cjs": { + "name": "wrap-ansi", + "version": "7.0.0", + "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz", + "integrity": "sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==", + "dev": true, + "license": "MIT", + "dependencies": { + "ansi-styles": "^4.0.0", + "string-width": "^4.1.0", + "strip-ansi": "^6.0.0" + }, + "engines": { + "node": ">=10" + }, + "funding": { + "url": "https://github.com/chalk/wrap-ansi?sponsor=1" + } + }, "node_modules/wrappy": { "version": "1.0.2", "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz", @@ -1865,6 +3053,63 @@ "engines": { "node": ">=12" } + }, + "node_modules/zip-stream": { + "version": "6.0.1", + "resolved": "https://registry.npmjs.org/zip-stream/-/zip-stream-6.0.1.tgz", + "integrity": "sha512-zK7YHHz4ZXpW89AHXUPbQVGKI7uvkd3hzusTdotCg1UxyaVtg0zFJSTfW/Dq5f7OBBVnq6cZIaC8Ti4hb6dtCA==", + "dev": true, + "license": "MIT", + "dependencies": { + "archiver-utils": "^5.0.0", + "compress-commons": "^6.0.2", + "readable-stream": "^4.0.0" + }, + "engines": { + "node": ">= 14" + } + }, + "node_modules/zip-stream/node_modules/buffer": { + "version": "6.0.3", + "resolved": "https://registry.npmjs.org/buffer/-/buffer-6.0.3.tgz", + "integrity": "sha512-FTiCpNxtwiZZHEZbcbTIcZjERVICn9yq/pDFkTl95/AxzD1naBctN7YO68riM/gLSDY7sdrMby8hofADYuuqOA==", + "dev": true, + "funding": [ + { + "type": "github", + "url": "https://github.com/sponsors/feross" + }, + { + "type": "patreon", + "url": "https://www.patreon.com/feross" + }, + { + "type": "consulting", + "url": "https://feross.org/support" + } + ], + "license": "MIT", + "dependencies": { + "base64-js": "^1.3.1", + "ieee754": "^1.2.1" + } + }, + "node_modules/zip-stream/node_modules/readable-stream": { + "version": "4.7.0", + "resolved": "https://registry.npmjs.org/readable-stream/-/readable-stream-4.7.0.tgz", + "integrity": "sha512-oIGGmcpTLwPga8Bn6/Z75SVaH1z5dUut2ibSyAMVhmUggWpmDn2dapB0n7f8nwaSiRtepAsfJyfXIO5DCVAODg==", + "dev": true, + "license": "MIT", + "dependencies": { + "abort-controller": "^3.0.0", + "buffer": "^6.0.3", + "events": "^3.3.0", + "process": "^0.11.10", + "string_decoder": "^1.3.0" + }, + "engines": { + "node": "^12.22.0 || ^14.17.0 || >=16.0.0" + } } } } diff --git a/package.json b/package.json index b5d86648bf..2e81695433 100644 --- a/package.json +++ b/package.json @@ -5,7 +5,7 @@ "scripts": {}, "private": true, "devDependencies": { - "@nxlv/python": "^20.14.0", + "@nxlv/python": "^22.0.5", "nx": "^20.8.1" }, "workspaces": [ From 4cd6a97d0f48eb6c0c881a57b80ccee31f260a66 Mon Sep 17 00:00:00 2001 From: Nina Kollman <59646487+nina-kollman@users.noreply.github.com> Date: Mon, 23 Feb 2026 17:20:07 +0200 Subject: [PATCH 40/45] fix(traceloop-sdk): Add evaluator config to the evaluator validator (#3706) --- .../made_by_traceloop/agents_exp.py | 9 +- .../tests/evaluator/test_evaluator.py | 108 +++++++++++++++++- .../traceloop/sdk/evaluator/evaluator.py | 18 ++- 3 files changed, 126 insertions(+), 9 deletions(-) diff --git a/packages/sample-app/sample_app/experiment/made_by_traceloop/agents_exp.py b/packages/sample-app/sample_app/experiment/made_by_traceloop/agents_exp.py index 5ba601c5e1..1dd76acc6d 100644 --- a/packages/sample-app/sample_app/experiment/made_by_traceloop/agents_exp.py +++ b/packages/sample-app/sample_app/experiment/made_by_traceloop/agents_exp.py @@ -18,7 +18,7 @@ from traceloop.sdk.evaluator import EvaluatorMadeByTraceloop # Initialize Traceloop -client = Traceloop.init() +client = Traceloop.init(endpoint_is_traceloop=True) async def generate_agent_trace(task_description: str) -> dict: @@ -137,9 +137,12 @@ async def run_agents_experiment(): evaluators = [ EvaluatorMadeByTraceloop.agent_goal_accuracy(), EvaluatorMadeByTraceloop.agent_tool_error_detector(), - EvaluatorMadeByTraceloop.agent_flow_quality(), + EvaluatorMadeByTraceloop.agent_flow_quality( + conditions=["create_itinerary tool should be called last"], + threshold=0.8, + ), EvaluatorMadeByTraceloop.agent_efficiency(), - EvaluatorMadeByTraceloop.agent_goal_completeness(), + EvaluatorMadeByTraceloop.agent_goal_completeness(threshold=0.8), ] print("Running experiment with evaluators:") diff --git a/packages/traceloop-sdk/tests/evaluator/test_evaluator.py b/packages/traceloop-sdk/tests/evaluator/test_evaluator.py index 9da8862ffd..d14bad9ac3 100644 --- a/packages/traceloop-sdk/tests/evaluator/test_evaluator.py +++ b/packages/traceloop-sdk/tests/evaluator/test_evaluator.py @@ -1,5 +1,8 @@ import pytest -from traceloop.sdk.evaluator.evaluator import validate_and_normalize_task_output +from traceloop.sdk.evaluator.evaluator import ( + validate_and_normalize_task_output, + _validate_evaluator_input, +) from traceloop.sdk.evaluator.config import EvaluatorDetails @@ -221,3 +224,106 @@ def test_validate_task_output_duplicate_required_fields(self): assert "pii-detector requires:" in error_message assert "tone-analyzer requires:" in error_message assert "sentiment-analyzer requires:" in error_message + + +class TestValidateEvaluatorInput: + """Tests for _validate_evaluator_input function""" + + def test_validate_input_no_request_model(self): + """Validation passes for unknown slugs (no request model registered).""" + # Should not raise - unknown slug has no model to validate against + _validate_evaluator_input("unknown-evaluator", {"text": "hello"}) + + def test_validate_input_valid_input_only(self): + """Validation passes for evaluators that only require input (no config).""" + _validate_evaluator_input( + "pii-detector", + {"text": "Please contact John at john@email.com"}, + ) + + def test_validate_input_missing_required_input_field(self): + """Validation fails when a required input field is missing.""" + with pytest.raises(ValueError, match="Invalid input for 'pii-detector'"): + _validate_evaluator_input("pii-detector", {"wrong_field": "value"}) + + def test_validate_input_with_optional_config(self): + """Validation passes for evaluators with optional config when config is provided.""" + _validate_evaluator_input( + "pii-detector", + {"text": "Some text"}, + evaluator_config={"probability_threshold": 0.8}, + ) + + def test_validate_input_with_optional_config_omitted(self): + """Validation passes for evaluators with optional config when config is omitted.""" + _validate_evaluator_input( + "toxicity-detector", + {"text": "Some text"}, + ) + + def test_validate_agent_flow_quality_with_required_config(self): + """Validation passes for agent-flow-quality when config is provided.""" + _validate_evaluator_input( + "agent-flow-quality", + { + "trajectory_completions": '["Found 5 flights"]', + "trajectory_prompts": '["Search for flights"]', + }, + evaluator_config={ + "conditions": ["no tools called"], + "threshold": 0.5, + }, + ) + + def test_validate_agent_flow_quality_missing_config_fails(self): + """Validation fails for agent-flow-quality when required config is missing.""" + with pytest.raises(ValueError, match="Invalid input for 'agent-flow-quality'"): + _validate_evaluator_input( + "agent-flow-quality", + { + "trajectory_completions": '["Found 5 flights"]', + "trajectory_prompts": '["Search for flights"]', + }, + ) + + def test_validate_agent_flow_quality_missing_input_fields(self): + """Validation fails for agent-flow-quality when required input fields are missing.""" + with pytest.raises(ValueError, match="Invalid input for 'agent-flow-quality'"): + _validate_evaluator_input( + "agent-flow-quality", + {"wrong_field": "value"}, + evaluator_config={ + "conditions": ["no tools called"], + "threshold": 0.5, + }, + ) + + def test_validate_agent_goal_completeness_optional_config(self): + """agent-goal-completeness has optional config - passes with or without it.""" + input_data = { + "trajectory_completions": '["Account created"]', + "trajectory_prompts": '["Create new account"]', + } + # Without config + _validate_evaluator_input("agent-goal-completeness", input_data) + # With config + _validate_evaluator_input( + "agent-goal-completeness", + input_data, + evaluator_config={"threshold": 0.5}, + ) + + def test_validate_agent_tool_trajectory_optional_config(self): + """agent-tool-trajectory has optional config - passes with or without it.""" + input_data = { + "executed_tool_calls": '[{"name": "search", "input": {"query": "weather"}}]', + "expected_tool_calls": '[{"name": "search", "input": {"query": "weather"}}]', + } + # Without config + _validate_evaluator_input("agent-tool-trajectory", input_data) + # With config + _validate_evaluator_input( + "agent-tool-trajectory", + input_data, + evaluator_config={"order_sensitive": True, "threshold": 0.5}, + ) diff --git a/packages/traceloop-sdk/traceloop/sdk/evaluator/evaluator.py b/packages/traceloop-sdk/traceloop/sdk/evaluator/evaluator.py index 06c8ef43ee..48feee2df8 100644 --- a/packages/traceloop-sdk/traceloop/sdk/evaluator/evaluator.py +++ b/packages/traceloop-sdk/traceloop/sdk/evaluator/evaluator.py @@ -15,12 +15,17 @@ from ..generated.evaluators import get_request_model -def _validate_evaluator_input(slug: str, input: Dict[str, str]) -> None: +def _validate_evaluator_input( + slug: str, + input: Dict[str, str], + evaluator_config: Optional[Dict[str, Any]] = None, +) -> None: """Validate input against the evaluator's request model if available. Args: slug: The evaluator slug (e.g., "pii-detector") input: Dictionary of input field names to values + evaluator_config: Optional configuration for the evaluator Raises: ValueError: If input fails validation against the request model @@ -28,8 +33,11 @@ def _validate_evaluator_input(slug: str, input: Dict[str, str]) -> None: request_model = get_request_model(slug) if request_model: try: - # Request models expect data nested under 'input' field - request_model(input=input) + # Build kwargs for request model validation + kwargs: Dict[str, Any] = {"input": input} + if evaluator_config is not None: + kwargs["config"] = evaluator_config + request_model(**kwargs) except ValidationError as e: raise ValueError(f"Invalid input for '{slug}': {e}") from e @@ -115,7 +123,7 @@ async def run_experiment_evaluator( Returns: ExecutionResponse: The evaluation result from SSE stream """ - _validate_evaluator_input(evaluator_slug, input) + _validate_evaluator_input(evaluator_slug, input, evaluator_config) request = self._build_evaluator_request( task_id, experiment_id, experiment_run_id, input, evaluator_version, evaluator_config @@ -159,7 +167,7 @@ async def trigger_experiment_evaluator( Returns: str: The execution_id that can be used to check results later """ - _validate_evaluator_input(evaluator_slug, input) + _validate_evaluator_input(evaluator_slug, input, evaluator_config) request = self._build_evaluator_request( task_id, experiment_id, experiment_run_id, input, evaluator_version, evaluator_config From c2974c94f593df42353ad48c9170d039ab1a0c3f Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Mon, 23 Feb 2026 15:38:26 +0000 Subject: [PATCH 41/45] =?UTF-8?q?bump:=20version=200.52.4=20=E2=86=92=200.?= =?UTF-8?q?52.5?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .cz.toml | 2 +- CHANGELOG.md | 7 +++++++ .../opentelemetry/instrumentation/agno/version.py | 2 +- packages/opentelemetry-instrumentation-agno/pyproject.toml | 2 +- .../opentelemetry/instrumentation/alephalpha/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/anthropic/version.py | 2 +- .../opentelemetry-instrumentation-anthropic/pyproject.toml | 2 +- .../opentelemetry/instrumentation/bedrock/version.py | 2 +- .../opentelemetry-instrumentation-bedrock/pyproject.toml | 2 +- .../opentelemetry/instrumentation/chromadb/version.py | 2 +- .../opentelemetry-instrumentation-chromadb/pyproject.toml | 2 +- .../opentelemetry/instrumentation/cohere/version.py | 2 +- .../opentelemetry-instrumentation-cohere/pyproject.toml | 2 +- .../opentelemetry-instrumentation-crewai/pyproject.toml | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/groq/version.py | 2 +- packages/opentelemetry-instrumentation-groq/pyproject.toml | 2 +- .../opentelemetry/instrumentation/haystack/version.py | 2 +- .../opentelemetry-instrumentation-haystack/pyproject.toml | 2 +- .../opentelemetry/instrumentation/lancedb/version.py | 2 +- .../opentelemetry-instrumentation-lancedb/pyproject.toml | 2 +- .../opentelemetry/instrumentation/langchain/version.py | 2 +- .../opentelemetry-instrumentation-langchain/pyproject.toml | 2 +- .../opentelemetry/instrumentation/llamaindex/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/marqo/version.py | 2 +- .../opentelemetry-instrumentation-marqo/pyproject.toml | 2 +- .../opentelemetry/instrumentation/mcp/version.py | 2 +- packages/opentelemetry-instrumentation-mcp/pyproject.toml | 2 +- .../opentelemetry/instrumentation/milvus/version.py | 2 +- .../opentelemetry-instrumentation-milvus/pyproject.toml | 2 +- .../opentelemetry/instrumentation/mistralai/version.py | 2 +- .../opentelemetry-instrumentation-mistralai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/ollama/version.py | 2 +- .../opentelemetry-instrumentation-ollama/pyproject.toml | 2 +- .../opentelemetry/instrumentation/openai_agents/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/openai/version.py | 2 +- .../opentelemetry-instrumentation-openai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/pinecone/version.py | 2 +- .../opentelemetry-instrumentation-pinecone/pyproject.toml | 2 +- .../opentelemetry/instrumentation/qdrant/version.py | 2 +- .../opentelemetry-instrumentation-qdrant/pyproject.toml | 2 +- .../opentelemetry/instrumentation/replicate/version.py | 2 +- .../opentelemetry-instrumentation-replicate/pyproject.toml | 2 +- .../opentelemetry/instrumentation/sagemaker/version.py | 2 +- .../opentelemetry-instrumentation-sagemaker/pyproject.toml | 2 +- .../opentelemetry/instrumentation/together/version.py | 2 +- .../opentelemetry-instrumentation-together/pyproject.toml | 2 +- .../opentelemetry/instrumentation/transformers/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/vertexai/version.py | 2 +- .../opentelemetry-instrumentation-vertexai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/voyageai/version.py | 2 +- .../opentelemetry-instrumentation-voyageai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/watsonx/version.py | 2 +- .../opentelemetry-instrumentation-watsonx/pyproject.toml | 2 +- .../opentelemetry/instrumentation/weaviate/version.py | 2 +- .../opentelemetry-instrumentation-weaviate/pyproject.toml | 2 +- .../opentelemetry/instrumentation/writer/version.py | 2 +- .../opentelemetry-instrumentation-writer/pyproject.toml | 2 +- packages/traceloop-sdk/pyproject.toml | 2 +- packages/traceloop-sdk/traceloop/sdk/version.py | 2 +- 64 files changed, 70 insertions(+), 63 deletions(-) diff --git a/.cz.toml b/.cz.toml index 1b82673445..cd7a06d8bc 100644 --- a/.cz.toml +++ b/.cz.toml @@ -4,7 +4,7 @@ tag_format = "v$version" version_scheme = "pep440" major_version_zero = true update_changelog_on_bump = true -version = "0.52.4" +version = "0.52.5" version_files = [ "packages/opentelemetry-instrumentation-mcp/pyproject.toml:^version", "packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py", diff --git a/CHANGELOG.md b/CHANGELOG.md index 7c4a341315..39d779b1a0 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,10 @@ +## v0.52.5 (2026-02-23) + +### Fix + +- **traceloop-sdk**: Add evaluator config to the evaluator validator (#3706) +- **anthropic**: restore accidentally lost cache tokens attributes (#3648) + ## v0.52.4 (2026-02-19) ### Fix diff --git a/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py b/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py +++ b/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-agno/pyproject.toml b/packages/opentelemetry-instrumentation-agno/pyproject.toml index 152d613747..d0f08ce596 100644 --- a/packages/opentelemetry-instrumentation-agno/pyproject.toml +++ b/packages/opentelemetry-instrumentation-agno/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-agno" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry Agno instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py b/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py +++ b/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml b/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml index 524fb6c60f..8a6c39e302 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml +++ b/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-alephalpha" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry Aleph Alpha instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py b/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py +++ b/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-anthropic/pyproject.toml b/packages/opentelemetry-instrumentation-anthropic/pyproject.toml index d127260649..3e6f6fb8aa 100644 --- a/packages/opentelemetry-instrumentation-anthropic/pyproject.toml +++ b/packages/opentelemetry-instrumentation-anthropic/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-anthropic" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry Anthropic instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py b/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py +++ b/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-bedrock/pyproject.toml b/packages/opentelemetry-instrumentation-bedrock/pyproject.toml index d500142f05..85145e8a6d 100644 --- a/packages/opentelemetry-instrumentation-bedrock/pyproject.toml +++ b/packages/opentelemetry-instrumentation-bedrock/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-bedrock" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry Bedrock instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py b/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py +++ b/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-chromadb/pyproject.toml b/packages/opentelemetry-instrumentation-chromadb/pyproject.toml index 27417712fa..b60a309887 100644 --- a/packages/opentelemetry-instrumentation-chromadb/pyproject.toml +++ b/packages/opentelemetry-instrumentation-chromadb/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-chromadb" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry Chroma DB instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py b/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py +++ b/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-cohere/pyproject.toml b/packages/opentelemetry-instrumentation-cohere/pyproject.toml index b4ee01a05b..afe5833543 100644 --- a/packages/opentelemetry-instrumentation-cohere/pyproject.toml +++ b/packages/opentelemetry-instrumentation-cohere/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-cohere" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry Cohere instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-crewai/pyproject.toml b/packages/opentelemetry-instrumentation-crewai/pyproject.toml index b8a97ac9a1..73586824d4 100644 --- a/packages/opentelemetry-instrumentation-crewai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-crewai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-crewai" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry crewAI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml b/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml index 1cd92850b4..1c15efa8ff 100644 --- a/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-google-generativeai" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry Google Generative AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py b/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py +++ b/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-groq/pyproject.toml b/packages/opentelemetry-instrumentation-groq/pyproject.toml index e2c11bf23e..89ed581fdf 100644 --- a/packages/opentelemetry-instrumentation-groq/pyproject.toml +++ b/packages/opentelemetry-instrumentation-groq/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-groq" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry Groq instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py b/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py +++ b/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-haystack/pyproject.toml b/packages/opentelemetry-instrumentation-haystack/pyproject.toml index 9599efcf56..f4d27e7f09 100644 --- a/packages/opentelemetry-instrumentation-haystack/pyproject.toml +++ b/packages/opentelemetry-instrumentation-haystack/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-haystack" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry Haystack instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py b/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py +++ b/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-lancedb/pyproject.toml b/packages/opentelemetry-instrumentation-lancedb/pyproject.toml index 8078b3d0e3..1e5f52484f 100644 --- a/packages/opentelemetry-instrumentation-lancedb/pyproject.toml +++ b/packages/opentelemetry-instrumentation-lancedb/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-lancedb" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry Lancedb instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py b/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py +++ b/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-langchain/pyproject.toml b/packages/opentelemetry-instrumentation-langchain/pyproject.toml index 5c12d0e555..73a9e268d5 100644 --- a/packages/opentelemetry-instrumentation-langchain/pyproject.toml +++ b/packages/opentelemetry-instrumentation-langchain/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-langchain" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry Langchain instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py b/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py +++ b/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml b/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml index e9bf4e9184..6517e48470 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml +++ b/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-llamaindex" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry LlamaIndex instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py b/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py +++ b/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-marqo/pyproject.toml b/packages/opentelemetry-instrumentation-marqo/pyproject.toml index 2ff3381db8..e2027eaeff 100644 --- a/packages/opentelemetry-instrumentation-marqo/pyproject.toml +++ b/packages/opentelemetry-instrumentation-marqo/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-marqo" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry Marqo instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py b/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py +++ b/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-mcp/pyproject.toml b/packages/opentelemetry-instrumentation-mcp/pyproject.toml index 1b184d8203..f7894de3aa 100644 --- a/packages/opentelemetry-instrumentation-mcp/pyproject.toml +++ b/packages/opentelemetry-instrumentation-mcp/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-mcp" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry mcp instrumentation" authors = [ { name = "Felix George", email = "felix.george@ibm.com" }, diff --git a/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py b/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py +++ b/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-milvus/pyproject.toml b/packages/opentelemetry-instrumentation-milvus/pyproject.toml index 55de029780..1bb8db14c0 100644 --- a/packages/opentelemetry-instrumentation-milvus/pyproject.toml +++ b/packages/opentelemetry-instrumentation-milvus/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-milvus" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry Milvus instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py b/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py +++ b/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-mistralai/pyproject.toml b/packages/opentelemetry-instrumentation-mistralai/pyproject.toml index 01063d5083..cf508de940 100644 --- a/packages/opentelemetry-instrumentation-mistralai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-mistralai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-mistralai" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry Mistral AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py b/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py +++ b/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-ollama/pyproject.toml b/packages/opentelemetry-instrumentation-ollama/pyproject.toml index fb5436e7e3..309f860a12 100644 --- a/packages/opentelemetry-instrumentation-ollama/pyproject.toml +++ b/packages/opentelemetry-instrumentation-ollama/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-ollama" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry Ollama instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py +++ b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml b/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml index 6a5535dfb3..2ec09c734f 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml +++ b/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-openai-agents" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry OpenAI Agents instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py b/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py +++ b/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-openai/pyproject.toml b/packages/opentelemetry-instrumentation-openai/pyproject.toml index a53c8b4fdb..cff7b770dd 100644 --- a/packages/opentelemetry-instrumentation-openai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-openai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-openai" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry OpenAI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py b/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py +++ b/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-pinecone/pyproject.toml b/packages/opentelemetry-instrumentation-pinecone/pyproject.toml index 80827940ca..946ffe0bf8 100644 --- a/packages/opentelemetry-instrumentation-pinecone/pyproject.toml +++ b/packages/opentelemetry-instrumentation-pinecone/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-pinecone" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry Pinecone instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py b/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py +++ b/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-qdrant/pyproject.toml b/packages/opentelemetry-instrumentation-qdrant/pyproject.toml index 825e177af1..cf6ef31493 100644 --- a/packages/opentelemetry-instrumentation-qdrant/pyproject.toml +++ b/packages/opentelemetry-instrumentation-qdrant/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-qdrant" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry Qdrant instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py b/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py +++ b/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-replicate/pyproject.toml b/packages/opentelemetry-instrumentation-replicate/pyproject.toml index d292e228ae..98c0c3fdd1 100644 --- a/packages/opentelemetry-instrumentation-replicate/pyproject.toml +++ b/packages/opentelemetry-instrumentation-replicate/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-replicate" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry Replicate instrumentation" authors = [ { name = "Kartik Prajapati", email = "kartik@ktklab.org" }, diff --git a/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py b/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py +++ b/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml b/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml index f940f4abd1..bd19078751 100644 --- a/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml +++ b/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-sagemaker" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry SageMaker instrumentation" authors = [ { name = "Bobby Lindsey", email = "bwlind@amazon.com" }, diff --git a/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py b/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py +++ b/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-together/pyproject.toml b/packages/opentelemetry-instrumentation-together/pyproject.toml index 3086c604c5..5f22a6bea9 100644 --- a/packages/opentelemetry-instrumentation-together/pyproject.toml +++ b/packages/opentelemetry-instrumentation-together/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-together" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry Together AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py b/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py +++ b/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-transformers/pyproject.toml b/packages/opentelemetry-instrumentation-transformers/pyproject.toml index 2833fa3b09..493a82a8b2 100644 --- a/packages/opentelemetry-instrumentation-transformers/pyproject.toml +++ b/packages/opentelemetry-instrumentation-transformers/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-transformers" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry transformers instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py b/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py +++ b/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-vertexai/pyproject.toml b/packages/opentelemetry-instrumentation-vertexai/pyproject.toml index eb764d3945..3bdd5549cc 100644 --- a/packages/opentelemetry-instrumentation-vertexai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-vertexai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-vertexai" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry Vertex AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py b/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py +++ b/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-voyageai/pyproject.toml b/packages/opentelemetry-instrumentation-voyageai/pyproject.toml index b8508e8858..afa9ca5178 100644 --- a/packages/opentelemetry-instrumentation-voyageai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-voyageai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-voyageai" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry Voyage AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py b/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py +++ b/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-watsonx/pyproject.toml b/packages/opentelemetry-instrumentation-watsonx/pyproject.toml index 2241a2bcbb..7caf2a2788 100644 --- a/packages/opentelemetry-instrumentation-watsonx/pyproject.toml +++ b/packages/opentelemetry-instrumentation-watsonx/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-watsonx" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry IBM Watsonx Instrumentation" authors = [ { name = "Guangya Liu", email = "gyliu@ibm.com" }, diff --git a/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py b/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py +++ b/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-weaviate/pyproject.toml b/packages/opentelemetry-instrumentation-weaviate/pyproject.toml index cbcf967982..ce5ad70317 100644 --- a/packages/opentelemetry-instrumentation-weaviate/pyproject.toml +++ b/packages/opentelemetry-instrumentation-weaviate/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-weaviate" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry Weaviate instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py b/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py index 1c561de407..6d931a8779 100644 --- a/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py +++ b/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" diff --git a/packages/opentelemetry-instrumentation-writer/pyproject.toml b/packages/opentelemetry-instrumentation-writer/pyproject.toml index 1bb7d0b669..c04ff57669 100644 --- a/packages/opentelemetry-instrumentation-writer/pyproject.toml +++ b/packages/opentelemetry-instrumentation-writer/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-writer" -version = "0.52.4" +version = "0.52.5" description = "OpenTelemetry Writer instrumentation" authors = [ { name = "Yan Tolstoy", email = "yan.talstoi@writer.com" }, diff --git a/packages/traceloop-sdk/pyproject.toml b/packages/traceloop-sdk/pyproject.toml index c857f0db98..f050efe540 100644 --- a/packages/traceloop-sdk/pyproject.toml +++ b/packages/traceloop-sdk/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "traceloop-sdk" -version = "0.52.4" +version = "0.52.5" description = "Traceloop Software Development Kit (SDK) for Python" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/traceloop-sdk/traceloop/sdk/version.py b/packages/traceloop-sdk/traceloop/sdk/version.py index 1c561de407..6d931a8779 100644 --- a/packages/traceloop-sdk/traceloop/sdk/version.py +++ b/packages/traceloop-sdk/traceloop/sdk/version.py @@ -1 +1 @@ -__version__ = "0.52.4" +__version__ = "0.52.5" From 65de7823daa7083a68e9a083a064ca282081ec70 Mon Sep 17 00:00:00 2001 From: elinacse <40709660+elinacse@users.noreply.github.com> Date: Thu, 26 Feb 2026 15:51:18 +0530 Subject: [PATCH 42/45] fix(Watsonx):Correct the package Name to enable Traces (#3693) --- packages/traceloop-sdk/traceloop/sdk/tracing/tracing.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/packages/traceloop-sdk/traceloop/sdk/tracing/tracing.py b/packages/traceloop-sdk/traceloop/sdk/tracing/tracing.py index 6f2f7443b7..d574071a6a 100644 --- a/packages/traceloop-sdk/traceloop/sdk/tracing/tracing.py +++ b/packages/traceloop-sdk/traceloop/sdk/tracing/tracing.py @@ -976,7 +976,7 @@ def init_voyageai_instrumentor(): def init_watsonx_instrumentor(): try: if is_package_installed("ibm-watsonx-ai") or is_package_installed( - "ibm-watson-machine-learning" + "ibm_watson_machine_learning" ): from opentelemetry.instrumentation.watsonx import WatsonxInstrumentor From 0353605d9b3bc788c634374e824d8c345e3b0fed Mon Sep 17 00:00:00 2001 From: elinacse <40709660+elinacse@users.noreply.github.com> Date: Thu, 26 Feb 2026 16:45:29 +0530 Subject: [PATCH 43/45] fix(qdrant): support all versions of qdrant package (#3500) Co-authored-by: Nir Gazit --- .../qdrant/qdrant_client_methods.json | 10 +++++ .../instrumentation/qdrant/wrapper.py | 15 +++++-- .../tests/test_qdrant_instrumentation.py | 22 +++++---- packages/sample-app/sample_app/qdrant_app.py | 45 +++++++++++++++++++ 4 files changed, 80 insertions(+), 12 deletions(-) create mode 100644 packages/sample-app/sample_app/qdrant_app.py diff --git a/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/qdrant_client_methods.json b/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/qdrant_client_methods.json index a5295f2aca..9f8f94a692 100644 --- a/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/qdrant_client_methods.json +++ b/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/qdrant_client_methods.json @@ -44,11 +44,21 @@ "method": "query", "span_name": "qdrant.query" }, + { + "object": "QdrantClient", + "method": "query_points", + "span_name": "qdrant.query_points" + }, { "object": "QdrantClient", "method": "query_batch", "span_name": "qdrant.query_batch" }, + { + "object": "QdrantClient", + "method": "query_batch_points", + "span_name": "qdrant.query_batch_points" + }, { "object": "QdrantClient", "method": "discover", diff --git a/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/wrapper.py b/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/wrapper.py index b1a694b042..bf35d9529f 100644 --- a/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/wrapper.py +++ b/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/wrapper.py @@ -61,12 +61,13 @@ def _wrap(tracer, to_wrap, wrapped, instance, args, kwargs): "search", "search_groups", "query", + "query_points", "discover", "recommend", "recommend_groups", ]: _set_search_attributes(span, args, kwargs) - elif method in ["search_batch", "recommend_batch", "discover_batch"]: + elif method in ["search_batch", "query_batch_points", "recommend_batch", "discover_batch"]: _set_batch_search_attributes(span, args, kwargs, method) response = wrapped(*args, **kwargs) @@ -77,9 +78,15 @@ def _wrap(tracer, to_wrap, wrapped, instance, args, kwargs): @dont_throw def _set_collection_name_attribute(span, method, args, kwargs): + attribute_method = method + if method == "query_points": + attribute_method = "search" + elif method == "query_batch_points": + attribute_method = "search_batch" + _set_span_attribute( span, - f"qdrant.{method}.collection_name", + f"qdrant.{attribute_method}.collection_name", kwargs.get("collection_name") or args[0], ) @@ -111,4 +118,6 @@ def _set_search_attributes(span, args, kwargs): @dont_throw def _set_batch_search_attributes(span, args, kwargs, method): requests = kwargs.get("requests") or [] - _set_span_attribute(span, f"qdrant.{method}.requests_count", len(requests)) + # Map query_batch_points to search_batch for backward compatibility + attribute_method = "search_batch" if method == "query_batch_points" else method + _set_span_attribute(span, f"qdrant.{attribute_method}.requests_count", len(requests)) diff --git a/packages/opentelemetry-instrumentation-qdrant/tests/test_qdrant_instrumentation.py b/packages/opentelemetry-instrumentation-qdrant/tests/test_qdrant_instrumentation.py index b07be02b3b..6203b19a08 100644 --- a/packages/opentelemetry-instrumentation-qdrant/tests/test_qdrant_instrumentation.py +++ b/packages/opentelemetry-instrumentation-qdrant/tests/test_qdrant_instrumentation.py @@ -77,7 +77,11 @@ def test_qdrant_upload_collection(exporter, qdrant): def search(qdrant: QdrantClient): - qdrant.search(COLLECTION_NAME, query_vector=[0.1] * EMBEDDING_DIM, limit=1) + qdrant.query_points( + collection_name=COLLECTION_NAME, + query=[0.1] * EMBEDDING_DIM, + limit=1 + ) def test_qdrant_searchs(exporter, qdrant): @@ -85,7 +89,7 @@ def test_qdrant_searchs(exporter, qdrant): search(qdrant) spans = exporter.get_finished_spans() - span = next(span for span in spans if span.name == "qdrant.search") + span = next(span for span in spans if span.name == "qdrant.query_points") assert ( span.attributes.get(SpanAttributes.QDRANT_SEARCH_COLLECTION_NAME) @@ -95,13 +99,13 @@ def test_qdrant_searchs(exporter, qdrant): def search_batch(qdrant: QdrantClient): - qdrant.search_batch( - COLLECTION_NAME, + qdrant.query_batch_points( + collection_name=COLLECTION_NAME, requests=[ - models.SearchRequest(vector=[0.1] * EMBEDDING_DIM, limit=10), - models.SearchRequest(vector=[0.2] * EMBEDDING_DIM, limit=5), - models.SearchRequest(vector=[0.42] * EMBEDDING_DIM, limit=2), - models.SearchRequest(vector=[0.21] * EMBEDDING_DIM, limit=1), + models.QueryRequest(query=[0.1] * EMBEDDING_DIM, limit=10), + models.QueryRequest(query=[0.2] * EMBEDDING_DIM, limit=5), + models.QueryRequest(query=[0.42] * EMBEDDING_DIM, limit=2), + models.QueryRequest(query=[0.21] * EMBEDDING_DIM, limit=1), ], ) @@ -111,7 +115,7 @@ def test_qdrant_search(exporter, qdrant): search_batch(qdrant) spans = exporter.get_finished_spans() - span = next(span for span in spans if span.name == "qdrant.search_batch") + span = next(span for span in spans if span.name == "qdrant.query_batch_points") assert ( span.attributes.get(SpanAttributes.QDRANT_SEARCH_BATCH_COLLECTION_NAME) diff --git a/packages/sample-app/sample_app/qdrant_app.py b/packages/sample-app/sample_app/qdrant_app.py new file mode 100644 index 0000000000..4471c0ffea --- /dev/null +++ b/packages/sample-app/sample_app/qdrant_app.py @@ -0,0 +1,45 @@ +# pip install qdrant-client sentence-transformers +from qdrant_client import QdrantClient, models +from sentence_transformers import SentenceTransformer + +from traceloop.sdk import Traceloop +Traceloop.init(app_name="qdrant_instrumentation_app") + +client = QdrantClient(":memory:") + +model = SentenceTransformer("all-MiniLM-L6-v2") +texts = [ + "Qdrant is an open-source vector database.", + "It supports fast similarity search over embeddings.", + "You can combine metadata filters with vector search." +] +embeddings = model.encode(texts, show_progress_bar=False) +vector_size = embeddings.shape[1] + +collection_name = "demo_collection" + +if client.collection_exists(collection_name): + client.delete_collection(collection_name) + +client.create_collection( + collection_name=collection_name, + vectors_config=models.VectorParams(size=vector_size, distance=models.Distance.COSINE), +) + +points = [ + models.PointStruct(id=i, vector=embeddings[i].tolist(), payload={"text": texts[i]}) + for i in range(len(texts)) +] +client.upsert(collection_name=collection_name, points=points) + +query = "What is Qdrant?" +q_vec = model.encode(query).tolist() + +resp = client.query_points( + collection_name=collection_name, + query=q_vec, + with_payload=True, + limit=3, +) +for p in resp.points: + print(f"id={p.id} score={p.score:.4f} payload={p.payload}") From ab406401f00222f47fdddfdef70e6d46ba408f9f Mon Sep 17 00:00:00 2001 From: Nina Kollman <59646487+nina-kollman@users.noreply.github.com> Date: Thu, 26 Feb 2026 17:22:08 +0200 Subject: [PATCH 44/45] fix(dataset): Add versions to dataset metadata (#3732) Co-authored-by: Nir Gazit --- packages/sample-app/sample_app/dataset_example.py | 1 + packages/traceloop-sdk/traceloop/sdk/datasets/model.py | 9 ++++++++- 2 files changed, 9 insertions(+), 1 deletion(-) diff --git a/packages/sample-app/sample_app/dataset_example.py b/packages/sample-app/sample_app/dataset_example.py index 3b36f0a71a..ec9663e1f7 100644 --- a/packages/sample-app/sample_app/dataset_example.py +++ b/packages/sample-app/sample_app/dataset_example.py @@ -509,3 +509,4 @@ def main(): if __name__ == "__main__": main() + # main() diff --git a/packages/traceloop-sdk/traceloop/sdk/datasets/model.py b/packages/traceloop-sdk/traceloop/sdk/datasets/model.py index 652799503d..a9afc9cbd3 100644 --- a/packages/traceloop-sdk/traceloop/sdk/datasets/model.py +++ b/packages/traceloop-sdk/traceloop/sdk/datasets/model.py @@ -148,12 +148,19 @@ class UpdateRowInput(BaseModel): values: ValuesMap +class DatasetVersion(BaseModel): + version: str + published_by: Optional[str] = None + published_at: datetime.datetime + + class DatasetMetadata(BaseModel): id: str slug: str - name: str + name: Optional[str] = None description: Optional[str] = None last_version: Optional[str] = None + versions: Optional[List[DatasetVersion]] = None columns: Optional[Dict[str, ColumnDefinition]] = None created_at: datetime.datetime updated_at: datetime.datetime From a78de6431f0a3135d21ee9e4ee92394243d42293 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Thu, 26 Feb 2026 15:37:48 +0000 Subject: [PATCH 45/45] =?UTF-8?q?bump:=20version=200.52.5=20=E2=86=92=200.?= =?UTF-8?q?52.6?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .cz.toml | 2 +- CHANGELOG.md | 7 +++++++ .../opentelemetry/instrumentation/agno/version.py | 2 +- packages/opentelemetry-instrumentation-agno/pyproject.toml | 2 +- .../opentelemetry/instrumentation/alephalpha/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/anthropic/version.py | 2 +- .../opentelemetry-instrumentation-anthropic/pyproject.toml | 2 +- .../opentelemetry/instrumentation/bedrock/version.py | 2 +- .../opentelemetry-instrumentation-bedrock/pyproject.toml | 2 +- .../opentelemetry/instrumentation/chromadb/version.py | 2 +- .../opentelemetry-instrumentation-chromadb/pyproject.toml | 2 +- .../opentelemetry/instrumentation/cohere/version.py | 2 +- .../opentelemetry-instrumentation-cohere/pyproject.toml | 2 +- .../opentelemetry-instrumentation-crewai/pyproject.toml | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/groq/version.py | 2 +- packages/opentelemetry-instrumentation-groq/pyproject.toml | 2 +- .../opentelemetry/instrumentation/haystack/version.py | 2 +- .../opentelemetry-instrumentation-haystack/pyproject.toml | 2 +- .../opentelemetry/instrumentation/lancedb/version.py | 2 +- .../opentelemetry-instrumentation-lancedb/pyproject.toml | 2 +- .../opentelemetry/instrumentation/langchain/version.py | 2 +- .../opentelemetry-instrumentation-langchain/pyproject.toml | 2 +- .../opentelemetry/instrumentation/llamaindex/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/marqo/version.py | 2 +- .../opentelemetry-instrumentation-marqo/pyproject.toml | 2 +- .../opentelemetry/instrumentation/mcp/version.py | 2 +- packages/opentelemetry-instrumentation-mcp/pyproject.toml | 2 +- .../opentelemetry/instrumentation/milvus/version.py | 2 +- .../opentelemetry-instrumentation-milvus/pyproject.toml | 2 +- .../opentelemetry/instrumentation/mistralai/version.py | 2 +- .../opentelemetry-instrumentation-mistralai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/ollama/version.py | 2 +- .../opentelemetry-instrumentation-ollama/pyproject.toml | 2 +- .../opentelemetry/instrumentation/openai_agents/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/openai/version.py | 2 +- .../opentelemetry-instrumentation-openai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/pinecone/version.py | 2 +- .../opentelemetry-instrumentation-pinecone/pyproject.toml | 2 +- .../opentelemetry/instrumentation/qdrant/version.py | 2 +- .../opentelemetry-instrumentation-qdrant/pyproject.toml | 2 +- .../opentelemetry/instrumentation/replicate/version.py | 2 +- .../opentelemetry-instrumentation-replicate/pyproject.toml | 2 +- .../opentelemetry/instrumentation/sagemaker/version.py | 2 +- .../opentelemetry-instrumentation-sagemaker/pyproject.toml | 2 +- .../opentelemetry/instrumentation/together/version.py | 2 +- .../opentelemetry-instrumentation-together/pyproject.toml | 2 +- .../opentelemetry/instrumentation/transformers/version.py | 2 +- .../pyproject.toml | 2 +- .../opentelemetry/instrumentation/vertexai/version.py | 2 +- .../opentelemetry-instrumentation-vertexai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/voyageai/version.py | 2 +- .../opentelemetry-instrumentation-voyageai/pyproject.toml | 2 +- .../opentelemetry/instrumentation/watsonx/version.py | 2 +- .../opentelemetry-instrumentation-watsonx/pyproject.toml | 2 +- .../opentelemetry/instrumentation/weaviate/version.py | 2 +- .../opentelemetry-instrumentation-weaviate/pyproject.toml | 2 +- .../opentelemetry/instrumentation/writer/version.py | 2 +- .../opentelemetry-instrumentation-writer/pyproject.toml | 2 +- packages/traceloop-sdk/pyproject.toml | 2 +- packages/traceloop-sdk/traceloop/sdk/version.py | 2 +- 64 files changed, 70 insertions(+), 63 deletions(-) diff --git a/.cz.toml b/.cz.toml index cd7a06d8bc..3340d1438c 100644 --- a/.cz.toml +++ b/.cz.toml @@ -4,7 +4,7 @@ tag_format = "v$version" version_scheme = "pep440" major_version_zero = true update_changelog_on_bump = true -version = "0.52.5" +version = "0.52.6" version_files = [ "packages/opentelemetry-instrumentation-mcp/pyproject.toml:^version", "packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py", diff --git a/CHANGELOG.md b/CHANGELOG.md index 39d779b1a0..f61042cd7f 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,10 @@ +## v0.52.6 (2026-02-26) + +### Fix + +- **dataset**: Add versions to dataset metadata (#3732) +- **qdrant**: support all versions of qdrant package (#3500) + ## v0.52.5 (2026-02-23) ### Fix diff --git a/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py b/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py +++ b/packages/opentelemetry-instrumentation-agno/opentelemetry/instrumentation/agno/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-agno/pyproject.toml b/packages/opentelemetry-instrumentation-agno/pyproject.toml index d0f08ce596..fd102aa975 100644 --- a/packages/opentelemetry-instrumentation-agno/pyproject.toml +++ b/packages/opentelemetry-instrumentation-agno/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-agno" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry Agno instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py b/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py +++ b/packages/opentelemetry-instrumentation-alephalpha/opentelemetry/instrumentation/alephalpha/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml b/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml index 8a6c39e302..69a1ccc9ff 100644 --- a/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml +++ b/packages/opentelemetry-instrumentation-alephalpha/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-alephalpha" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry Aleph Alpha instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py b/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py +++ b/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-anthropic/pyproject.toml b/packages/opentelemetry-instrumentation-anthropic/pyproject.toml index 3e6f6fb8aa..7eec6c6a90 100644 --- a/packages/opentelemetry-instrumentation-anthropic/pyproject.toml +++ b/packages/opentelemetry-instrumentation-anthropic/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-anthropic" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry Anthropic instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py b/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py +++ b/packages/opentelemetry-instrumentation-bedrock/opentelemetry/instrumentation/bedrock/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-bedrock/pyproject.toml b/packages/opentelemetry-instrumentation-bedrock/pyproject.toml index 85145e8a6d..be083e511a 100644 --- a/packages/opentelemetry-instrumentation-bedrock/pyproject.toml +++ b/packages/opentelemetry-instrumentation-bedrock/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-bedrock" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry Bedrock instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py b/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py +++ b/packages/opentelemetry-instrumentation-chromadb/opentelemetry/instrumentation/chromadb/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-chromadb/pyproject.toml b/packages/opentelemetry-instrumentation-chromadb/pyproject.toml index b60a309887..2b384bcd1e 100644 --- a/packages/opentelemetry-instrumentation-chromadb/pyproject.toml +++ b/packages/opentelemetry-instrumentation-chromadb/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-chromadb" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry Chroma DB instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py b/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py +++ b/packages/opentelemetry-instrumentation-cohere/opentelemetry/instrumentation/cohere/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-cohere/pyproject.toml b/packages/opentelemetry-instrumentation-cohere/pyproject.toml index afe5833543..9a56e7c8e5 100644 --- a/packages/opentelemetry-instrumentation-cohere/pyproject.toml +++ b/packages/opentelemetry-instrumentation-cohere/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-cohere" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry Cohere instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-crewai/pyproject.toml b/packages/opentelemetry-instrumentation-crewai/pyproject.toml index 73586824d4..2adbd84efe 100644 --- a/packages/opentelemetry-instrumentation-crewai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-crewai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-crewai" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry crewAI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml b/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml index 1c15efa8ff..7c66563f0b 100644 --- a/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-google-generativeai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-google-generativeai" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry Google Generative AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py b/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py +++ b/packages/opentelemetry-instrumentation-groq/opentelemetry/instrumentation/groq/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-groq/pyproject.toml b/packages/opentelemetry-instrumentation-groq/pyproject.toml index 89ed581fdf..e1182515d9 100644 --- a/packages/opentelemetry-instrumentation-groq/pyproject.toml +++ b/packages/opentelemetry-instrumentation-groq/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-groq" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry Groq instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py b/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py +++ b/packages/opentelemetry-instrumentation-haystack/opentelemetry/instrumentation/haystack/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-haystack/pyproject.toml b/packages/opentelemetry-instrumentation-haystack/pyproject.toml index f4d27e7f09..fe95c8a667 100644 --- a/packages/opentelemetry-instrumentation-haystack/pyproject.toml +++ b/packages/opentelemetry-instrumentation-haystack/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-haystack" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry Haystack instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py b/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py +++ b/packages/opentelemetry-instrumentation-lancedb/opentelemetry/instrumentation/lancedb/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-lancedb/pyproject.toml b/packages/opentelemetry-instrumentation-lancedb/pyproject.toml index 1e5f52484f..b475eeca4b 100644 --- a/packages/opentelemetry-instrumentation-lancedb/pyproject.toml +++ b/packages/opentelemetry-instrumentation-lancedb/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-lancedb" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry Lancedb instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py b/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py +++ b/packages/opentelemetry-instrumentation-langchain/opentelemetry/instrumentation/langchain/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-langchain/pyproject.toml b/packages/opentelemetry-instrumentation-langchain/pyproject.toml index 73a9e268d5..1a7600fcfb 100644 --- a/packages/opentelemetry-instrumentation-langchain/pyproject.toml +++ b/packages/opentelemetry-instrumentation-langchain/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-langchain" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry Langchain instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py b/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py +++ b/packages/opentelemetry-instrumentation-llamaindex/opentelemetry/instrumentation/llamaindex/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml b/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml index 6517e48470..ac125dc306 100644 --- a/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml +++ b/packages/opentelemetry-instrumentation-llamaindex/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-llamaindex" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry LlamaIndex instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py b/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py +++ b/packages/opentelemetry-instrumentation-marqo/opentelemetry/instrumentation/marqo/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-marqo/pyproject.toml b/packages/opentelemetry-instrumentation-marqo/pyproject.toml index e2027eaeff..8dcb9f7376 100644 --- a/packages/opentelemetry-instrumentation-marqo/pyproject.toml +++ b/packages/opentelemetry-instrumentation-marqo/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-marqo" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry Marqo instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py b/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py +++ b/packages/opentelemetry-instrumentation-mcp/opentelemetry/instrumentation/mcp/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-mcp/pyproject.toml b/packages/opentelemetry-instrumentation-mcp/pyproject.toml index f7894de3aa..3760558ffc 100644 --- a/packages/opentelemetry-instrumentation-mcp/pyproject.toml +++ b/packages/opentelemetry-instrumentation-mcp/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-mcp" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry mcp instrumentation" authors = [ { name = "Felix George", email = "felix.george@ibm.com" }, diff --git a/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py b/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py +++ b/packages/opentelemetry-instrumentation-milvus/opentelemetry/instrumentation/milvus/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-milvus/pyproject.toml b/packages/opentelemetry-instrumentation-milvus/pyproject.toml index 1bb8db14c0..1daa43e28f 100644 --- a/packages/opentelemetry-instrumentation-milvus/pyproject.toml +++ b/packages/opentelemetry-instrumentation-milvus/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-milvus" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry Milvus instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py b/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py +++ b/packages/opentelemetry-instrumentation-mistralai/opentelemetry/instrumentation/mistralai/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-mistralai/pyproject.toml b/packages/opentelemetry-instrumentation-mistralai/pyproject.toml index cf508de940..64bd327107 100644 --- a/packages/opentelemetry-instrumentation-mistralai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-mistralai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-mistralai" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry Mistral AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py b/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py +++ b/packages/opentelemetry-instrumentation-ollama/opentelemetry/instrumentation/ollama/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-ollama/pyproject.toml b/packages/opentelemetry-instrumentation-ollama/pyproject.toml index 309f860a12..54822e8946 100644 --- a/packages/opentelemetry-instrumentation-ollama/pyproject.toml +++ b/packages/opentelemetry-instrumentation-ollama/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-ollama" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry Ollama instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py +++ b/packages/opentelemetry-instrumentation-openai-agents/opentelemetry/instrumentation/openai_agents/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml b/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml index 2ec09c734f..179dee37ac 100644 --- a/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml +++ b/packages/opentelemetry-instrumentation-openai-agents/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-openai-agents" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry OpenAI Agents instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py b/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py +++ b/packages/opentelemetry-instrumentation-openai/opentelemetry/instrumentation/openai/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-openai/pyproject.toml b/packages/opentelemetry-instrumentation-openai/pyproject.toml index cff7b770dd..1c8021fe37 100644 --- a/packages/opentelemetry-instrumentation-openai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-openai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-openai" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry OpenAI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py b/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py +++ b/packages/opentelemetry-instrumentation-pinecone/opentelemetry/instrumentation/pinecone/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-pinecone/pyproject.toml b/packages/opentelemetry-instrumentation-pinecone/pyproject.toml index 946ffe0bf8..098a28955e 100644 --- a/packages/opentelemetry-instrumentation-pinecone/pyproject.toml +++ b/packages/opentelemetry-instrumentation-pinecone/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-pinecone" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry Pinecone instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py b/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py +++ b/packages/opentelemetry-instrumentation-qdrant/opentelemetry/instrumentation/qdrant/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-qdrant/pyproject.toml b/packages/opentelemetry-instrumentation-qdrant/pyproject.toml index cf6ef31493..3980ba959c 100644 --- a/packages/opentelemetry-instrumentation-qdrant/pyproject.toml +++ b/packages/opentelemetry-instrumentation-qdrant/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-qdrant" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry Qdrant instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py b/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py +++ b/packages/opentelemetry-instrumentation-replicate/opentelemetry/instrumentation/replicate/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-replicate/pyproject.toml b/packages/opentelemetry-instrumentation-replicate/pyproject.toml index 98c0c3fdd1..f46a2b4c24 100644 --- a/packages/opentelemetry-instrumentation-replicate/pyproject.toml +++ b/packages/opentelemetry-instrumentation-replicate/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-replicate" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry Replicate instrumentation" authors = [ { name = "Kartik Prajapati", email = "kartik@ktklab.org" }, diff --git a/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py b/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py +++ b/packages/opentelemetry-instrumentation-sagemaker/opentelemetry/instrumentation/sagemaker/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml b/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml index bd19078751..904c8cdd5c 100644 --- a/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml +++ b/packages/opentelemetry-instrumentation-sagemaker/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-sagemaker" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry SageMaker instrumentation" authors = [ { name = "Bobby Lindsey", email = "bwlind@amazon.com" }, diff --git a/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py b/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py +++ b/packages/opentelemetry-instrumentation-together/opentelemetry/instrumentation/together/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-together/pyproject.toml b/packages/opentelemetry-instrumentation-together/pyproject.toml index 5f22a6bea9..ba86188f19 100644 --- a/packages/opentelemetry-instrumentation-together/pyproject.toml +++ b/packages/opentelemetry-instrumentation-together/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-together" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry Together AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py b/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py +++ b/packages/opentelemetry-instrumentation-transformers/opentelemetry/instrumentation/transformers/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-transformers/pyproject.toml b/packages/opentelemetry-instrumentation-transformers/pyproject.toml index 493a82a8b2..00f1b82d76 100644 --- a/packages/opentelemetry-instrumentation-transformers/pyproject.toml +++ b/packages/opentelemetry-instrumentation-transformers/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-transformers" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry transformers instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py b/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py +++ b/packages/opentelemetry-instrumentation-vertexai/opentelemetry/instrumentation/vertexai/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-vertexai/pyproject.toml b/packages/opentelemetry-instrumentation-vertexai/pyproject.toml index 3bdd5549cc..d779be2708 100644 --- a/packages/opentelemetry-instrumentation-vertexai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-vertexai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-vertexai" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry Vertex AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py b/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py +++ b/packages/opentelemetry-instrumentation-voyageai/opentelemetry/instrumentation/voyageai/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-voyageai/pyproject.toml b/packages/opentelemetry-instrumentation-voyageai/pyproject.toml index afa9ca5178..80f1bc0d3e 100644 --- a/packages/opentelemetry-instrumentation-voyageai/pyproject.toml +++ b/packages/opentelemetry-instrumentation-voyageai/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-voyageai" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry Voyage AI instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py b/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py +++ b/packages/opentelemetry-instrumentation-watsonx/opentelemetry/instrumentation/watsonx/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-watsonx/pyproject.toml b/packages/opentelemetry-instrumentation-watsonx/pyproject.toml index 7caf2a2788..2302b4bf25 100644 --- a/packages/opentelemetry-instrumentation-watsonx/pyproject.toml +++ b/packages/opentelemetry-instrumentation-watsonx/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-watsonx" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry IBM Watsonx Instrumentation" authors = [ { name = "Guangya Liu", email = "gyliu@ibm.com" }, diff --git a/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py b/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py +++ b/packages/opentelemetry-instrumentation-weaviate/opentelemetry/instrumentation/weaviate/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-weaviate/pyproject.toml b/packages/opentelemetry-instrumentation-weaviate/pyproject.toml index ce5ad70317..03fdba86df 100644 --- a/packages/opentelemetry-instrumentation-weaviate/pyproject.toml +++ b/packages/opentelemetry-instrumentation-weaviate/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-weaviate" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry Weaviate instrumentation" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py b/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py +++ b/packages/opentelemetry-instrumentation-writer/opentelemetry/instrumentation/writer/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6" diff --git a/packages/opentelemetry-instrumentation-writer/pyproject.toml b/packages/opentelemetry-instrumentation-writer/pyproject.toml index c04ff57669..6bc4384848 100644 --- a/packages/opentelemetry-instrumentation-writer/pyproject.toml +++ b/packages/opentelemetry-instrumentation-writer/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "opentelemetry-instrumentation-writer" -version = "0.52.5" +version = "0.52.6" description = "OpenTelemetry Writer instrumentation" authors = [ { name = "Yan Tolstoy", email = "yan.talstoi@writer.com" }, diff --git a/packages/traceloop-sdk/pyproject.toml b/packages/traceloop-sdk/pyproject.toml index f050efe540..f094f0fcb5 100644 --- a/packages/traceloop-sdk/pyproject.toml +++ b/packages/traceloop-sdk/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "traceloop-sdk" -version = "0.52.5" +version = "0.52.6" description = "Traceloop Software Development Kit (SDK) for Python" authors = [ { name = "Gal Kleinman", email = "gal@traceloop.com" }, diff --git a/packages/traceloop-sdk/traceloop/sdk/version.py b/packages/traceloop-sdk/traceloop/sdk/version.py index 6d931a8779..c70d52c4be 100644 --- a/packages/traceloop-sdk/traceloop/sdk/version.py +++ b/packages/traceloop-sdk/traceloop/sdk/version.py @@ -1 +1 @@ -__version__ = "0.52.5" +__version__ = "0.52.6"