diff --git a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/CHANGELOG.md b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/CHANGELOG.md index a695620657..7642ed5952 100644 --- a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/CHANGELOG.md +++ b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/CHANGELOG.md @@ -7,6 +7,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ## Unreleased +- Added support for OpenAI embeddings instrumentation + ([#3461](https://github.com/open-telemetry/opentelemetry-python-contrib/pull/3461)) - Record prompt and completion events regardless of span sampling decision. ([#3226](https://github.com/open-telemetry/opentelemetry-python-contrib/pull/3226)) diff --git a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/README.rst b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/README.rst index 32de3ed255..1cd3a51b07 100644 --- a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/README.rst +++ b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/README.rst @@ -56,7 +56,7 @@ Check out the `manual example `_ for more details. Instrumenting all clients ************************* -When using the instrumentor, all clients will automatically trace OpenAI chat completion operations. +When using the instrumentor, all clients will automatically trace OpenAI operations including chat completions and embeddings. You can also optionally capture prompts and completions as log events. Make sure to configure OpenTelemetry tracing, logging, and events to capture all telemetry emitted by the instrumentation. @@ -68,12 +68,19 @@ Make sure to configure OpenTelemetry tracing, logging, and events to capture all OpenAIInstrumentor().instrument() client = OpenAI() + # Chat completion example response = client.chat.completions.create( model="gpt-4o-mini", messages=[ {"role": "user", "content": "Write a short poem on open telemetry."}, ], ) + + # Embeddings example + embedding_response = client.embeddings.create( + model="text-embedding-3-small", + input="Generate vector embeddings for this text" + ) Enabling message content ************************* diff --git a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/examples/embeddings/.env b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/examples/embeddings/.env new file mode 100644 index 0000000000..8f2dd62b91 --- /dev/null +++ b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/examples/embeddings/.env @@ -0,0 +1,22 @@ +# Update this with your real OpenAI API key +OPENAI_API_KEY=sk-YOUR_API_KEY + +# Uncomment to use Ollama instead of OpenAI +# OPENAI_BASE_URL=http://localhost:11434/v1 +# OPENAI_API_KEY=unused +# CHAT_MODEL=qwen2.5:0.5b + +# Uncomment and change to your OTLP endpoint +# OTEL_EXPORTER_OTLP_ENDPOINT=http://localhost:4317 +# OTEL_EXPORTER_OTLP_PROTOCOL=grpc + +OTEL_SERVICE_NAME=opentelemetry-python-openai + +# Change to 'false' to disable collection of python logging logs +OTEL_PYTHON_LOGGING_AUTO_INSTRUMENTATION_ENABLED=true + +# Uncomment if your OTLP endpoint doesn't support logs +# OTEL_LOGS_EXPORTER=console + +# Change to 'false' to hide prompt and completion content +OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT=true diff --git a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/examples/embeddings/README.rst b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/examples/embeddings/README.rst new file mode 100644 index 0000000000..66a7c58a79 --- /dev/null +++ b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/examples/embeddings/README.rst @@ -0,0 +1,44 @@ +OpenTelemetry OpenAI Embeddings API Instrumentation Example +=========================================================== + +This is an example of how to instrument OpenAI Embeddings API calls with zero code changes, +using ``opentelemetry-instrument``. + +When ``main.py`` is run, it exports traces and metrics to an OTLP +compatible endpoint. Traces include details such as the model used, +dimensions of embeddings, and the duration of the embedding request. +Metrics capture token usage and performance data. + +Note: ``.env`` file configures additional environment variables: + +- ``OTEL_PYTHON_LOGGING_AUTO_INSTRUMENTATION_ENABLED=true`` configures OpenTelemetry SDK to export logs and events. +- ``OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT=true`` configures OpenAI instrumentation to capture content on events. +- ``OTEL_LOGS_EXPORTER=otlp`` to specify exporter type. + +Setup +----- + +Minimally, update the ``.env`` file with your ``OPENAI_API_KEY``. An +OTLP compatible endpoint should be listening for traces and logs on +http://localhost:4317. If not, update ``OTEL_EXPORTER_OTLP_ENDPOINT`` as well. + +Next, set up a virtual environment like this: + +:: + + python3 -m venv .venv + source .venv/bin/activate + pip install "python-dotenv[cli]" + pip install -r requirements.txt + +Run +--- + +Run the example like this: + +:: + + dotenv run -- opentelemetry-instrument python main.py + +You should see embedding information printed while traces and metrics export to your +configured observability tool. \ No newline at end of file diff --git a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/examples/embeddings/main.py b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/examples/embeddings/main.py new file mode 100644 index 0000000000..7eddc0a8d5 --- /dev/null +++ b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/examples/embeddings/main.py @@ -0,0 +1,29 @@ +import os + +from openai import OpenAI + + +def main(): + client = OpenAI() + + # Create embeddings with OpenAI API + embedding_response = client.embeddings.create( + model=os.getenv("EMBEDDING_MODEL", "text-embedding-3-small"), + input="OpenTelemetry provides observability for your applications.", + ) + + # Print embedding information + print(f"Model: {embedding_response.model}") + print(f"Dimensions: {len(embedding_response.data[0].embedding)}") + print( + f"Token usage - Prompt: {embedding_response.usage.prompt_tokens}, Total: {embedding_response.usage.total_tokens}" + ) + + # Print a sample of the embedding vector (first 5 dimensions) + print( + f"Embedding sample (first 5 dimensions): {embedding_response.data[0].embedding[:5]}" + ) + + +if __name__ == "__main__": + main() diff --git a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/examples/embeddings/requirements.txt b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/examples/embeddings/requirements.txt new file mode 100644 index 0000000000..80d03c954d --- /dev/null +++ b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/examples/embeddings/requirements.txt @@ -0,0 +1,6 @@ +openai~=1.57.3 + +opentelemetry-sdk~=1.30.0 +opentelemetry-exporter-otlp-proto-grpc~=1.30.0 +opentelemetry-distro~=0.51b0 +opentelemetry-instrumentation-openai-v2~=2.1b0 diff --git a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/src/opentelemetry/instrumentation/openai_v2/__init__.py b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/src/opentelemetry/instrumentation/openai_v2/__init__.py index ab4b6f9d7b..010139a7cf 100644 --- a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/src/opentelemetry/instrumentation/openai_v2/__init__.py +++ b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/src/opentelemetry/instrumentation/openai_v2/__init__.py @@ -54,7 +54,12 @@ from opentelemetry.trace import get_tracer from .instruments import Instruments -from .patch import async_chat_completions_create, chat_completions_create +from .patch import ( + async_chat_completions_create, + async_embeddings_create, + chat_completions_create, + embeddings_create, +) class OpenAIInstrumentor(BaseInstrumentor): @@ -106,8 +111,27 @@ def _instrument(self, **kwargs): ), ) + # Add instrumentation for the embeddings API + wrap_function_wrapper( + module="openai.resources.embeddings", + name="Embeddings.create", + wrapper=embeddings_create( + tracer, event_logger, instruments, is_content_enabled() + ), + ) + + wrap_function_wrapper( + module="openai.resources.embeddings", + name="AsyncEmbeddings.create", + wrapper=async_embeddings_create( + tracer, event_logger, instruments, is_content_enabled() + ), + ) + def _uninstrument(self, **kwargs): import openai # pylint: disable=import-outside-toplevel unwrap(openai.resources.chat.completions.Completions, "create") unwrap(openai.resources.chat.completions.AsyncCompletions, "create") + unwrap(openai.resources.embeddings.Embeddings, "create") + unwrap(openai.resources.embeddings.AsyncEmbeddings, "create") diff --git a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/src/opentelemetry/instrumentation/openai_v2/patch.py b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/src/opentelemetry/instrumentation/openai_v2/patch.py index 072365abb7..014978d718 100644 --- a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/src/opentelemetry/instrumentation/openai_v2/patch.py +++ b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/src/opentelemetry/instrumentation/openai_v2/patch.py @@ -19,6 +19,9 @@ from openai import Stream from opentelemetry._events import Event, EventLogger +from opentelemetry.semconv._incubating.attributes import ( + event_attributes as EventAttributes, +) from opentelemetry.semconv._incubating.attributes import ( gen_ai_attributes as GenAIAttributes, ) @@ -91,6 +94,7 @@ def traced_method(wrapped, instance, args, kwargs): result, span_attributes, error_type, + GenAIAttributes.GenAiOperationNameValues.CHAT.value, ) return traced_method @@ -149,6 +153,135 @@ async def traced_method(wrapped, instance, args, kwargs): result, span_attributes, error_type, + GenAIAttributes.GenAiOperationNameValues.CHAT.value, + ) + + return traced_method + + +def embeddings_create( + tracer: Tracer, + event_logger: EventLogger, + instruments: Instruments, + capture_content: bool, +): + """Wrap the `create` method of the `Embeddings` class to trace it.""" + + def traced_method(wrapped, instance, args, kwargs): + span_attributes = { + **get_llm_request_attributes( + kwargs, + instance, + GenAIAttributes.GenAiOperationNameValues.EMBEDDINGS.value, + ) + } + + # Using a custom attribute "gen_ai.embeddings.dimension.count". Will propose to semantic conventions. + if "dimensions" in kwargs and kwargs["dimensions"] is not None: + span_attributes["gen_ai.embeddings.dimension.count"] = kwargs[ + "dimensions" + ] + + span_name = f"{span_attributes[GenAIAttributes.GEN_AI_OPERATION_NAME]} {span_attributes[GenAIAttributes.GEN_AI_REQUEST_MODEL]}" + with tracer.start_as_current_span( + name=span_name, + kind=SpanKind.CLIENT, + attributes=span_attributes, + end_on_exit=True, + ) as span: + # Store the input for later use in the response attributes + input_text = kwargs.get("input", "") + + start = default_timer() + result = None + error_type = None + try: + result = wrapped(*args, **kwargs) + + if span.is_recording(): + _set_embeddings_response_attributes( + span, result, event_logger, capture_content, input_text + ) + + return result + + except Exception as error: + error_type = type(error).__qualname__ + handle_span_exception(span, error) + raise + finally: + duration = max((default_timer() - start), 0) + _record_metrics( + instruments, + duration, + result, + span_attributes, + error_type, + GenAIAttributes.GenAiOperationNameValues.EMBEDDINGS.value, + ) + + return traced_method + + +def async_embeddings_create( + tracer: Tracer, + event_logger: EventLogger, + instruments: Instruments, + capture_content: bool, +): + """Wrap the `create` method of the `AsyncEmbeddings` class to trace it.""" + + async def traced_method(wrapped, instance, args, kwargs): + span_attributes = { + **get_llm_request_attributes( + kwargs, + instance, + GenAIAttributes.GenAiOperationNameValues.EMBEDDINGS.value, + ) + } + + # Set embeddings dimensions if specified in the request + if "dimensions" in kwargs and kwargs["dimensions"] is not None: + span_attributes["gen_ai.embeddings.dimension.count"] = kwargs[ + "dimensions" + ] + + span_name = f"{span_attributes[GenAIAttributes.GEN_AI_OPERATION_NAME]} {span_attributes[GenAIAttributes.GEN_AI_REQUEST_MODEL]}" + with tracer.start_as_current_span( + name=span_name, + kind=SpanKind.CLIENT, + attributes=span_attributes, + end_on_exit=True, + ) as span: + # Store the input for later use in the response attributes + input_text = kwargs.get("input", "") + + start = default_timer() + result = None + error_type = None + try: + result = await wrapped(*args, **kwargs) + + if span.is_recording(): + _set_embeddings_response_attributes( + span, result, event_logger, capture_content, input_text + ) + + return result + + except Exception as error: + error_type = type(error).__qualname__ + handle_span_exception(span, error) + raise + finally: + duration = max((default_timer() - start), 0) + _record_metrics( + instruments, + duration, + result, + span_attributes, + error_type, + GenAIAttributes.GenAiOperationNameValues.EMBEDDINGS.value, ) return traced_method @@ -158,17 +291,23 @@ def _record_metrics( instruments: Instruments, duration: float, result, - span_attributes: dict, + request_attributes: dict, error_type: Optional[str], + operation_name: str, ): common_attributes = { - GenAIAttributes.GEN_AI_OPERATION_NAME: GenAIAttributes.GenAiOperationNameValues.CHAT.value, + GenAIAttributes.GEN_AI_OPERATION_NAME: operation_name, GenAIAttributes.GEN_AI_SYSTEM: GenAIAttributes.GenAiSystemValues.OPENAI.value, - GenAIAttributes.GEN_AI_REQUEST_MODEL: span_attributes[ + GenAIAttributes.GEN_AI_REQUEST_MODEL: request_attributes[ GenAIAttributes.GEN_AI_REQUEST_MODEL ], } + if "gen_ai.embeddings.dimension.count" in request_attributes: + common_attributes["gen_ai.embeddings.dimension.count"] = ( + request_attributes["gen_ai.embeddings.dimension.count"] + ) + if error_type: common_attributes["error.type"] = error_type @@ -185,13 +324,13 @@ def _record_metrics( result.system_fingerprint ) - if ServerAttributes.SERVER_ADDRESS in span_attributes: - common_attributes[ServerAttributes.SERVER_ADDRESS] = span_attributes[ - ServerAttributes.SERVER_ADDRESS - ] + if ServerAttributes.SERVER_ADDRESS in request_attributes: + common_attributes[ServerAttributes.SERVER_ADDRESS] = ( + request_attributes[ServerAttributes.SERVER_ADDRESS] + ) - if ServerAttributes.SERVER_PORT in span_attributes: - common_attributes[ServerAttributes.SERVER_PORT] = span_attributes[ + if ServerAttributes.SERVER_PORT in request_attributes: + common_attributes[ServerAttributes.SERVER_PORT] = request_attributes[ ServerAttributes.SERVER_PORT ] @@ -201,6 +340,7 @@ def _record_metrics( ) if result and getattr(result, "usage", None): + # Always record input tokens input_attributes = { **common_attributes, GenAIAttributes.GEN_AI_TOKEN_TYPE: GenAIAttributes.GenAiTokenTypeValues.INPUT.value, @@ -210,14 +350,18 @@ def _record_metrics( attributes=input_attributes, ) - completion_attributes = { - **common_attributes, - GenAIAttributes.GEN_AI_TOKEN_TYPE: GenAIAttributes.GenAiTokenTypeValues.COMPLETION.value, - } - instruments.token_usage_histogram.record( - result.usage.completion_tokens, - attributes=completion_attributes, - ) + # For embeddings, don't record output tokens as all tokens are input tokens + if ( + operation_name + != GenAIAttributes.GenAiOperationNameValues.EMBEDDINGS.value + ): + output_attributes = { + **common_attributes, + GenAIAttributes.GEN_AI_TOKEN_TYPE: GenAIAttributes.GenAiTokenTypeValues.COMPLETION.value, + } + instruments.token_usage_histogram.record( + result.usage.completion_tokens, attributes=output_attributes + ) def _set_response_attributes( @@ -262,6 +406,83 @@ def _set_response_attributes( ) +def _set_embeddings_response_attributes( + span, + result, + event_logger: EventLogger, + capture_content: bool, + input_text: str, +): + """Set attributes on the span based on the embeddings response.""" + # Set the model name if available + set_span_attribute( + span, GenAIAttributes.GEN_AI_RESPONSE_MODEL, result.model + ) + + # Set embeddings dimensions if we can determine it from the response + if getattr(result, "data", None) and len(result.data) > 0: + first_embedding = result.data[0] + if getattr(first_embedding, "embedding", None): + set_span_attribute( + span, + "gen_ai.embeddings.dimension.count", + len(first_embedding.embedding), + ) + + # Get the usage + if getattr(result, "usage", None): + set_span_attribute( + span, + GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS, + result.usage.prompt_tokens, + ) + # Don't set output tokens for embeddings as all tokens are input tokens + + # Emit events for embeddings if content capture is enabled + if capture_content: + # Emit input event + input_event_attributes = { + GenAIAttributes.GEN_AI_SYSTEM: GenAIAttributes.GenAiSystemValues.OPENAI.value, + EventAttributes.EVENT_NAME: "gen_ai.embeddings.input", + } + event_logger.emit( + Event( + name="gen_ai.embeddings.input", + attributes=input_event_attributes, + body={"content": input_text, "role": "user"}, + ) + ) + + # Emit output event with embeddings data + if getattr(result, "data", None) and len(result.data) > 0: + embedding_data = [] + for item in result.data: + if getattr(item, "embedding", None): + embedding_data.append( + { + "index": item.index + if hasattr(item, "index") + else None, + "embedding": item.embedding, + "object": item.object + if hasattr(item, "object") + else "embedding", + } + ) + + output_event_attributes = { + GenAIAttributes.GEN_AI_SYSTEM: GenAIAttributes.GenAiSystemValues.OPENAI.value, + EventAttributes.EVENT_NAME: "gen_ai.embeddings.output", + } + event_logger.emit( + Event( + name="gen_ai.embeddings.output", + attributes=output_event_attributes, + body={"embeddings": embedding_data}, + ) + ) + + class ToolCallBuffer: def __init__(self, index, tool_call_id, function_name): self.index = index diff --git a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/src/opentelemetry/instrumentation/openai_v2/utils.py b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/src/opentelemetry/instrumentation/openai_v2/utils.py index f8a837259e..93ce47c47d 100644 --- a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/src/opentelemetry/instrumentation/openai_v2/utils.py +++ b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/src/opentelemetry/instrumentation/openai_v2/utils.py @@ -192,38 +192,67 @@ def get_llm_request_attributes( GenAIAttributes.GEN_AI_OPERATION_NAME: operation_name, GenAIAttributes.GEN_AI_SYSTEM: GenAIAttributes.GenAiSystemValues.OPENAI.value, GenAIAttributes.GEN_AI_REQUEST_MODEL: kwargs.get("model"), - GenAIAttributes.GEN_AI_REQUEST_TEMPERATURE: kwargs.get("temperature"), - GenAIAttributes.GEN_AI_REQUEST_TOP_P: kwargs.get("p") - or kwargs.get("top_p"), - GenAIAttributes.GEN_AI_REQUEST_MAX_TOKENS: kwargs.get("max_tokens"), - GenAIAttributes.GEN_AI_REQUEST_PRESENCE_PENALTY: kwargs.get( - "presence_penalty" - ), - GenAIAttributes.GEN_AI_REQUEST_FREQUENCY_PENALTY: kwargs.get( - "frequency_penalty" - ), - GenAIAttributes.GEN_AI_OPENAI_REQUEST_SEED: kwargs.get("seed"), } - if (response_format := kwargs.get("response_format")) is not None: - # response_format may be string or object with a string in the `type` key - if isinstance(response_format, Mapping): - if ( - response_format_type := response_format.get("type") - ) is not None: + # Add chat-specific attributes only for chat operations + if operation_name == GenAIAttributes.GenAiOperationNameValues.CHAT.value: + attributes.update( + { + GenAIAttributes.GEN_AI_REQUEST_TEMPERATURE: kwargs.get( + "temperature" + ), + GenAIAttributes.GEN_AI_REQUEST_TOP_P: kwargs.get("p") + or kwargs.get("top_p"), + GenAIAttributes.GEN_AI_REQUEST_MAX_TOKENS: kwargs.get( + "max_tokens" + ), + GenAIAttributes.GEN_AI_REQUEST_PRESENCE_PENALTY: kwargs.get( + "presence_penalty" + ), + GenAIAttributes.GEN_AI_REQUEST_FREQUENCY_PENALTY: kwargs.get( + "frequency_penalty" + ), + GenAIAttributes.GEN_AI_OPENAI_REQUEST_SEED: kwargs.get("seed"), + } + ) + + if (response_format := kwargs.get("response_format")) is not None: + # response_format may be string or object with a string in the `type` key + if isinstance(response_format, Mapping): + if ( + response_format_type := response_format.get("type") + ) is not None: + attributes[ + GenAIAttributes.GEN_AI_OPENAI_REQUEST_RESPONSE_FORMAT + ] = response_format_type + else: attributes[ GenAIAttributes.GEN_AI_OPENAI_REQUEST_RESPONSE_FORMAT - ] = response_format_type - else: - attributes[ - GenAIAttributes.GEN_AI_OPENAI_REQUEST_RESPONSE_FORMAT - ] = response_format + ] = response_format + + service_tier = kwargs.get("service_tier") + attributes[GenAIAttributes.GEN_AI_OPENAI_RESPONSE_SERVICE_TIER] = ( + service_tier if service_tier != "auto" else None + ) + + # Add embeddings-specific attributes + elif ( + operation_name + == GenAIAttributes.GenAiOperationNameValues.EMBEDDINGS.value + ): + # Add embedding dimensions if specified + if "dimensions" in kwargs and kwargs["dimensions"] is not None: + attributes["gen_ai.embeddings.dimension.count"] = kwargs[ + "dimensions" + ] + + # Add encoding format if specified + if "encoding_format" in kwargs: + attributes["gen_ai.request.encoding_formats"] = kwargs[ + "encoding_format" + ] set_server_address_and_port(client_instance, attributes) - service_tier = kwargs.get("service_tier") - attributes[GenAIAttributes.GEN_AI_OPENAI_RESPONSE_SERVICE_TIER] = ( - service_tier if service_tier != "auto" else None - ) # filter out None values return {k: v for k, v in attributes.items() if v is not None} diff --git a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_async_embeddings_error_handling.yaml b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_async_embeddings_error_handling.yaml new file mode 100644 index 0000000000..da5ba0f3e3 --- /dev/null +++ b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_async_embeddings_error_handling.yaml @@ -0,0 +1,84 @@ +interactions: +- request: + body: |- + { + "input": "This is a test for async embeddings with error", + "model": "non-existent-embedding-model" + } + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + authorization: + - Bearer test_openai_api_key + connection: + - keep-alive + content-length: + - '100' + content-type: + - application/json + host: + - api.openai.com + user-agent: + - AsyncOpenAI/Python 1.26.0 + x-stainless-arch: + - arm64 + x-stainless-async: + - async:asyncio + x-stainless-lang: + - python + x-stainless-os: + - Linux + x-stainless-package-version: + - 1.26.0 + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.9.2 + method: POST + uri: https://api.openai.com/v1/embeddings + response: + body: + string: |- + { + "error": { + "message": "The model `non-existent-embedding-model` does not exist or you do not have access to it.", + "type": "invalid_request_error", + "param": null, + "code": "model_not_found" + } + } + headers: + CF-RAY: + - 939c1721df5f986e-NRT + Connection: + - keep-alive + Content-Type: + - application/json; charset=utf-8 + Date: + - Sat, 03 May 2025 01:47:27 GMT + Server: + - cloudflare + Set-Cookie: test_set_cookie + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + content-length: + - '234' + openai-organization: test_openai_org_id + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + vary: + - Origin + x-request-id: + - req_38df12bea294f0b00173735f303f8f5b + status: + code: 404 + message: Not Found +version: 1 diff --git a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_async_embeddings_no_content.yaml b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_async_embeddings_no_content.yaml new file mode 100644 index 0000000000..e3e26a664d --- /dev/null +++ b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_async_embeddings_no_content.yaml @@ -0,0 +1,1652 @@ +interactions: +- request: + body: |- + { + "input": "This is a test for async embeddings", + "model": "text-embedding-3-small" + } + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + authorization: + - Bearer test_openai_api_key + connection: + - keep-alive + content-length: + - '83' + content-type: + - application/json + host: + - api.openai.com + user-agent: + - AsyncOpenAI/Python 1.26.0 + x-stainless-arch: + - arm64 + x-stainless-async: + - async:asyncio + x-stainless-lang: + - python + x-stainless-os: + - Linux + x-stainless-package-version: + - 1.26.0 + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.9.2 + method: POST + uri: https://api.openai.com/v1/embeddings + response: + body: + string: |- + { + "object": "list", + "data": [ + { + "object": "embedding", + "index": 0, + "embedding": [ + -0.0012588563, + -0.029314144, + -0.004568109, + -0.021721158, + -0.025343766, + -0.0004159207, + 0.04500728, + 0.03663181, + 0.009042029, + -0.0049231243, + 0.026416058, + -0.030574812, + 7.522572e-05, + -0.031241372, + -0.03683468, + 0.0045789764, + -0.017837722, + -0.0065569207, + 0.017272595, + -0.0049231243, + -0.008542109, + -0.047383714, + 0.015185973, + 0.042804737, + 0.0033654028, + -0.019634536, + 0.012171963, + 0.041471615, + 0.033994555, + -0.034690093, + 0.006172924, + -0.038370665, + 0.009599911, + -0.028618604, + -0.017069729, + 0.06578656, + -0.010759146, + 0.036747735, + -0.039819706, + -0.0077886074, + 0.0027314464, + -0.03750124, + -0.04993403, + -0.0045898445, + 0.013425386, + 0.05135409, + -0.03257449, + -0.01773629, + 0.018866543, + 0.034516208, + -0.048398044, + 0.012041549, + -0.0050209346, + 0.047876388, + -0.032081816, + -0.007237971, + -0.029792327, + 0.030429907, + -0.0102447355, + 0.0064736004, + 0.061787203, + -0.031212391, + -0.029256182, + -0.018881032, + 0.006412016, + -0.00872324, + -0.022416698, + 0.025285805, + -0.011730005, + -0.0064736004, + 0.05193371, + 0.023720838, + -0.009969417, + 0.0034740812, + -0.0029632933, + 0.021025617, + 0.012063284, + 0.016519092, + -0.016345207, + -0.034516208, + -0.030111117, + 0.027531821, + -0.029256182, + -0.019040428, + -0.01775078, + -0.013179048, + -0.07807445, + -0.009136218, + -0.0018765109, + 0.0011746306, + -0.020721318, + -0.028256342, + -0.07679929, + -0.029328635, + 0.029343124, + 0.011845929, + -0.001069575, + -0.04593467, + -0.03428436, + 0.021721158, + 0.01576559, + 0.02543071, + -0.017576894, + 0.008230565, + 0.0015187784, + -0.016475622, + 0.0012162906, + -0.00537595, + -0.04758658, + -0.003651589, + -0.05671555, + -0.014193378, + 0.0036751358, + 0.003187895, + 0.057150263, + -0.022576094, + -0.00452826, + -0.013323952, + -0.008563845, + -0.021156032, + -0.018576734, + -0.007031482, + 0.03628404, + -0.007491553, + -0.024590263, + -0.046166517, + -0.03553054, + -0.047064923, + -0.061787203, + 0.0005922964, + 0.02082275, + -0.028270833, + 0.0557302, + 0.039153147, + -0.06288847, + -0.011164878, + -0.077205025, + 0.027010165, + -0.0033291767, + 0.022981824, + -0.017910173, + -0.04660123, + 0.03654487, + -0.022720998, + -0.045673843, + -0.010708429, + -0.021996476, + 0.047905367, + 0.005970058, + -0.008643542, + -0.011338763, + -0.02548867, + -0.04494932, + 0.042456966, + -0.018953485, + -0.031734046, + -0.038370665, + 3.5575144e-05, + 0.010679448, + -0.0052346685, + -0.036515888, + 0.019938834, + 0.034139458, + -0.0284737, + 0.0017578705, + 0.03083564, + 0.01005636, + -0.005129613, + -0.022735488, + -0.062830515, + 0.004568109, + -0.03750124, + -0.054889757, + 0.000167206, + -0.012012568, + -0.014867184, + 0.028096948, + -0.06943815, + 0.012164718, + -0.011186614, + -0.014722279, + 0.024039626, + 0.022416698, + 0.00039848688, + -0.06074389, + 0.06584452, + 0.02246017, + 0.06404771, + 0.0010713863, + 0.0025285804, + -0.007006124, + 0.058599308, + 0.056918416, + -0.008607317, + 0.024213511, + -0.031212391, + 0.042891677, + 0.003068349, + 0.031618122, + -0.01223717, + 0.0075712507, + 0.03990665, + -0.0050173122, + 0.0057671918, + 0.05199167, + -0.0251409, + -0.023633895, + -0.042312063, + -0.009969417, + 0.0045572408, + 0.042456966, + -0.019388199, + 0.0028763507, + 0.010643222, + -0.015953965, + 0.007810343, + -0.034371305, + 0.013505083, + 0.037066527, + -0.018055078, + -0.030980544, + 0.043326393, + 0.054426063, + 0.0402834, + -0.026256664, + -0.0015142502, + -0.016026419, + -0.0013657232, + 0.017388519, + 0.00015962117, + -0.004473921, + -0.023648385, + -0.0016011928, + -0.01677992, + 0.03190793, + -0.015968457, + -0.001709871, + -0.0135558, + -0.02482211, + 0.0091144815, + -0.015838042, + -0.034690093, + 0.01391806, + -0.021953005, + -0.006654731, + 0.023083258, + -0.001220819, + -0.028401246, + 0.038167797, + -0.019069409, + -0.019344727, + 0.02218485, + -0.014570129, + 0.0020576413, + -0.04219614, + -0.023271633, + -0.030024175, + 0.03929805, + 0.0073176683, + 0.005618665, + -0.012910975, + 0.042341042, + -0.02146033, + 0.007448082, + 0.013968777, + -0.05158594, + 0.033009205, + -0.008317508, + -0.006031642, + -0.047180846, + -0.00988972, + -0.0060026613, + 0.057440072, + -0.036747735, + -0.057816826, + 0.006129453, + -0.036370985, + -0.007364762, + -0.007926267, + 0.0067597865, + 0.004408714, + -0.046977982, + 0.010983747, + 0.0342264, + -0.011309782, + 0.007940757, + 0.0013113841, + -0.019518612, + -0.0016138719, + 0.011940116, + -0.0052093104, + -0.05868625, + 0.051209185, + 0.029009845, + 0.0051513487, + 0.004386978, + 0.033443917, + -0.010563525, + 0.016533583, + -0.010208509, + 0.05222352, + -0.04350028, + 0.0322557, + 0.02822736, + -0.018634696, + 0.033617802, + -0.04865887, + 0.040718116, + 0.040399324, + 0.001111235, + -0.028430227, + 0.01275158, + -0.035646465, + 0.023039786, + -0.046717152, + 0.008795693, + 0.02447434, + -0.015635176, + 0.034371305, + -0.047702502, + -0.008998558, + -0.036399964, + 0.011621326, + -0.045499958, + -0.0063830353, + -0.03118341, + -0.00072678574, + -0.035095826, + 0.015301896, + 0.029140258, + -0.0068902005, + 0.028444719, + 0.03663181, + -0.002318469, + 0.023691857, + -0.026633414, + -0.00048769361, + -0.023648385, + 0.0496732, + -0.0018620205, + -0.04121079, + -0.0017297954, + 0.04100792, + -0.025532141, + 0.005415799, + 0.052803133, + 0.027039146, + 0.030951563, + 0.031734046, + -0.017388519, + 0.013447121, + -0.0066112597, + -0.0068865777, + 0.003044802, + 0.057845805, + -0.05767192, + -0.020243134, + -0.0077596265, + -0.010222999, + -0.019634536, + 0.025749497, + -0.0053723278, + -0.009962172, + 0.066655986, + 0.013505083, + -0.031994876, + -0.007803098, + 0.021851571, + -0.002628202, + -0.015562724, + -0.016982786, + 0.049876068, + 0.004289168, + 0.009353574, + -0.02586542, + 0.02182259, + -0.026705867, + 0.03990665, + 0.04590569, + 0.054976698, + 0.03153118, + -0.032284684, + -0.039182127, + -0.07488655, + -0.02143135, + 0.005129613, + -0.014657072, + -0.01912737, + -0.026213191, + -0.011476423, + 0.0125849405, + -0.031994876, + -0.025169881, + -0.00569474, + 0.024300454, + 0.027604273, + 0.058077652, + -0.025720516, + 0.009382554, + -0.0035429106, + -0.0051404806, + -0.045876708, + -0.010273716, + 0.0016645883, + 0.0022170362, + 0.023097748, + 0.02819838, + -0.0016274566, + 0.025271313, + -0.0093898, + -0.005988171, + -0.0011338763, + 0.044021934, + -0.05630982, + -0.0009980286, + 0.019011447, + 0.012758825, + -0.043703143, + 0.010976503, + 0.06729357, + -0.036747735, + -0.0584544, + -0.024445359, + -0.013512328, + 0.024039626, + -0.010447602, + 0.075929865, + 0.0060859816, + 0.018315906, + -0.06132351, + -0.043674164, + -0.018996956, + 0.043413334, + 0.038428627, + -0.021054598, + -0.022938354, + 0.036689773, + 0.019272275, + -0.029212711, + -0.018489791, + -0.0052165557, + -0.007237971, + -0.0584544, + -0.010527299, + -0.009462252, + -0.011222839, + -0.026024817, + 0.0037566444, + -0.006346809, + -0.01291822, + -0.008143622, + -0.067931145, + 0.009599911, + -0.029256182, + -0.009027539, + -0.027415898, + 0.010143302, + 0.0031208768, + 0.06735153, + 0.007861059, + 0.019388199, + -0.050484665, + -0.06010631, + 0.035878308, + 0.06004835, + 0.017374028, + -0.0028093325, + 0.010947522, + 0.045528937, + 0.0018131153, + -0.008237811, + 0.04636938, + -0.0013901758, + 0.027357936, + 0.037530217, + -0.035443597, + 0.024010645, + -0.021532781, + -0.00030226135, + -0.022039948, + -0.012106756, + -0.021040108, + -0.039124165, + -0.036313023, + -0.00093463284, + 0.14397693, + -0.043065563, + -0.019359218, + 0.008773956, + -0.012505243, + -0.026503, + 0.017794251, + -0.012222679, + -0.018533263, + 0.034371305, + -0.047238808, + -0.01676543, + -0.05094836, + 0.03950092, + -0.027560802, + -0.012824032, + 0.0063721677, + -0.020170681, + 0.021547273, + 0.01776527, + -0.0010795372, + -0.041761424, + 0.009650628, + -0.014033983, + 0.0171132, + -0.014041228, + 0.01191838, + -0.020243134, + -0.010831598, + -0.012592185, + -0.004285545, + -0.036168117, + 0.054918736, + 0.005593307, + -0.04184837, + -0.009230405, + -0.01914186, + -0.0036443437, + -0.041529577, + 0.012512488, + 0.013193538, + -0.01375142, + -0.057208225, + -0.034139458, + -0.0052708946, + -0.018084059, + -0.015910495, + 0.028430227, + -0.026430547, + -0.027937554, + -0.00047275034, + -0.020735808, + 0.017243614, + 0.018402848, + -0.014772995, + 0.03883436, + 0.0044884114, + 0.034719076, + -0.02112705, + -0.022836922, + 0.043413334, + 0.023488991, + 0.015026578, + -0.020243134, + 0.0152439345, + 0.022720998, + -0.018996956, + 0.028430227, + -0.017388519, + 0.01225166, + 0.013722439, + 0.04500728, + -0.016895844, + -0.018156512, + -0.022228323, + 0.021445839, + 0.03686366, + 0.06706172, + 0.035008885, + -0.033067167, + 0.03689264, + 0.017808741, + -0.0019073031, + 0.044050913, + -0.0050245575, + -0.05801969, + 0.010317188, + 0.021590743, + 0.02143135, + 0.014533903, + 0.01982291, + -0.023517972, + 0.018852051, + -0.034342322, + -0.037385315, + -0.017069729, + -0.010817108, + 0.02279345, + 0.0118241925, + -0.00887539, + 0.054049313, + 0.004546373, + -0.019170841, + -0.010679448, + 0.032516528, + 0.02882147, + 0.0019471518, + 0.019764949, + -0.038109835, + 0.025995836, + -0.010715675, + 0.048484985, + 0.0021337161, + -0.03263245, + 0.010578016, + 0.011266311, + 0.0018746996, + -0.008607317, + -0.005437535, + 0.02987927, + 0.006506204, + -0.035066847, + 0.016519092, + 0.04019646, + -0.014041228, + -0.009143462, + -0.030806659, + 0.017939154, + -0.0146136, + -0.0031353673, + -0.007006124, + 0.008795693, + 0.0080277, + 0.028096948, + -0.020909693, + 0.014780241, + -0.03184997, + -0.00056014577, + 0.019735968, + -0.024068607, + 0.0015857967, + 0.0045318827, + 0.00562591, + 0.0029614822, + 0.025720516, + -0.015229444, + 0.0052346685, + 0.014910654, + -0.037153468, + -0.037877988, + -0.0160554, + -0.02754631, + 0.039442956, + 0.011382234, + -0.024126569, + -0.0106939385, + 0.0001393572, + 0.02315571, + 0.0080277, + -0.010998238, + -0.010933031, + 0.014316547, + 0.0033961951, + -0.004571731, + -0.013425386, + 0.0059773033, + -0.032313664, + 0.003635287, + -0.010462092, + 0.02586542, + -0.07088719, + -0.019837402, + -0.011650307, + -0.013381914, + -0.016649507, + 0.0073973658, + 0.00247243, + -0.013476102, + 0.0129544465, + 0.008216075, + 0.043094546, + -0.043703143, + 0.04636938, + -0.0017823231, + -0.008636298, + 0.010027379, + 0.012983427, + 0.04384805, + -0.02047498, + 0.023329595, + -0.039182127, + -0.029560482, + -0.016635016, + 0.01743199, + -0.017475462, + -0.0052093104, + 0.020706827, + -0.008360979, + -0.026314626, + 0.036805697, + -0.0044232043, + 0.03889232, + 0.0016365132, + 0.0021463952, + -0.01844632, + -0.046804097, + -0.028125929, + 0.052542306, + -0.0029940854, + -0.0065170717, + 0.035762385, + 0.010911295, + 0.02987927, + -0.018866543, + 0.036428947, + 0.007650948, + 0.017837722, + 0.008201584, + -0.025923382, + -0.004933992, + -0.02987927, + 0.015881514, + 0.029096788, + 0.030024175, + -0.005339724, + -0.016707469, + -0.035095826, + 0.011701024, + 0.026387077, + -0.007455327, + -0.01409919, + 0.0060461327, + -0.012548714, + -0.029966213, + -0.038022894, + -0.036660794, + 0.0026734846, + -0.0030647265, + -0.0086145615, + -0.0077234004, + -0.042312063, + -0.010063605, + 0.0073901205, + -0.013628251, + 0.003169782, + -0.010483827, + 0.00019460198, + -0.016649507, + -0.011259066, + -0.018736128, + 0.00089478417, + 0.001361195, + -0.010672203, + -0.040428307, + -0.011925626, + 0.01712769, + 0.009643382, + 0.011483667, + -0.0012733467, + -0.03019806, + 0.048484985, + 0.02751733, + 0.0006565977, + 0.0149541255, + -0.011498158, + -0.022923864, + 0.012700864, + -0.012027059, + 0.022880392, + -0.041819386, + -0.036370985, + 0.024054118, + -0.022445679, + -0.0124545265, + 0.013635497, + 0.02147482, + -0.007089444, + -0.012440036, + 0.017953645, + 0.015316387, + -0.0112445755, + -0.018562244, + -0.0052817627, + 0.045470975, + 0.024995996, + 0.0036207966, + -0.023720838, + 0.016519092, + 0.002394544, + 0.051701862, + -0.006810503, + -0.02214138, + 0.017200142, + -0.034081496, + 0.018576734, + -0.0155047625, + 0.021909533, + -0.00032105364, + -0.026126249, + -0.010606997, + -0.015490272, + -0.01744648, + 0.01673645, + -0.0028147665, + -0.043529257, + -0.057874784, + -0.0042638094, + 0.037820026, + -0.028575132, + 0.00652794, + -0.0021645082, + -0.044833396, + -0.0630044, + -0.018721638, + 0.029140258, + -0.023648385, + -0.0044232043, + 0.018518772, + -0.0029687274, + 0.01543231, + 0.00313899, + 0.020214153, + 0.038428627, + -0.041326713, + -0.035878308, + -0.029705387, + 0.03683468, + -0.009882474, + 0.024039626, + -0.01843183, + 0.0031317447, + -0.0113749895, + -0.02714058, + 0.008998558, + 0.03156016, + 0.012374829, + -0.036950603, + -0.0088246735, + 0.0077234004, + 0.008759466, + -0.010143302, + -0.007948002, + -0.018808581, + -0.0038218515, + 0.012679128, + 0.01257045, + -0.0077523813, + 0.0023818647, + 0.002454317, + -0.00063622056, + 0.025981344, + -0.017939154, + -0.003948643, + -0.028415738, + -0.010672203, + -0.024923543, + 0.054628927, + 0.010447602, + 0.017156672, + 0.013693458, + -0.003807361, + -0.030893601, + 0.012613921, + 0.0013177237, + 0.0074082334, + -0.023228163, + -0.00011943286, + 0.026358096, + 0.005850512, + 0.027024657, + 0.0057092304, + 0.023691857, + -0.026894242, + 0.014512167, + 0.008527619, + -0.00301401, + 0.0292272, + 0.005165839, + -0.0052056876, + 0.021025617, + -5.7905127e-05, + -0.02009823, + 0.025937874, + -0.008578336, + 0.061613318, + 0.017895684, + -0.017968135, + 0.007549515, + 0.013816627, + 0.035675444, + 0.011295292, + 0.019156352, + 0.050745495, + 0.015707629, + 0.021300934, + 0.017649347, + -0.023387557, + -0.010049115, + -0.03127035, + -0.052252498, + -0.031357296, + 0.027749177, + 0.043703143, + -0.03663181, + -0.0052455366, + 0.014809222, + 0.004223961, + -0.00049176905, + 0.014983106, + -0.03083564, + 0.045036264, + -0.013765911, + 0.02822736, + -0.007585741, + -0.02583644, + -0.011215595, + -0.030140098, + -0.014577375, + 0.008962332, + 0.036805697, + 0.0023365822, + -0.015359858, + 0.00755676, + 0.024923543, + -0.020953165, + -0.037414297, + -0.011505403, + 0.011845929, + 0.017692817, + 0.037964933, + 0.022213832, + -0.0044050915, + -0.0018837561, + 0.04836906, + -0.015577215, + -0.00789004, + -0.04663021, + 0.0025901648, + 0.0047999555, + -0.019562082, + -0.0153743485, + 0.011309782, + -0.016504603, + 0.03118341, + 0.0110562, + -0.0428627, + 0.008071171, + 6.022586e-05, + -0.008339244, + 0.0013747797, + -0.035675444, + 0.0030574813, + 0.022373227, + -0.041036904, + -0.014475942, + -0.021866063, + -0.028908413, + 0.02547418, + -0.02282243, + 0.020417018, + -0.014910654, + 0.0027785404, + 0.028082456, + 0.0051151225, + -0.021286445, + 0.022039948, + 0.04428276, + -0.0054592704, + -0.019054918, + -0.017475462, + -0.021909533, + 0.0218081, + 0.004785465, + 0.034979902, + -0.0042203385, + 0.0055462127, + 0.030053155, + 0.0023076013, + -0.040776078, + 0.01912737, + -0.026560962, + -0.023083258, + -0.030748697, + 0.023271633, + 0.008549355, + 0.017316066, + 0.022054438, + 0.016330717, + 0.0055751936, + 0.027604273, + 0.021286445, + 0.008933351, + 0.027705707, + 0.046977982, + -0.015330877, + 0.007984228, + 0.015591705, + 0.012657393, + -0.013200783, + 0.0046985224, + -0.008085661, + 0.008752221, + 0.0062055276, + 0.036428947, + -0.0012008946, + 0.016577054, + -0.015519253, + -0.036168117, + 0.0041189054, + -0.002626391, + -0.020706827, + -0.0050318027, + 0.0502818, + -0.02882147, + 0.010346169, + -0.0019471518, + -0.020257624, + -0.0055860616, + 0.004187735, + 0.0048035784, + -0.022692017, + -0.0020413396, + -0.01612785, + -0.008491393, + 0.029299654, + 0.014287566, + -0.02985029, + 0.008092906, + -0.060512044, + -0.028386757, + -0.02282243, + 0.0048289364, + -0.023054278, + 0.02415555, + -0.020561922, + -0.01205604, + -0.02543071, + 0.026705867, + 0.010947522, + -0.010317188, + -0.017808741, + -0.005165839, + -0.032806337, + 0.01193287, + 0.028676566, + -0.010353413, + 0.014005003, + -0.0075929863, + -0.025952363, + -0.026169721, + 0.045326073, + -0.0023039787, + 0.015881514, + 0.009628892, + -0.030893601, + -0.023851251, + -0.0017651158, + -0.0004333545, + 0.030342964, + 0.04494932, + -0.01777976, + 0.015403329, + 0.004571731, + 0.010085341, + 0.02511192, + -0.018924505, + 0.022010967, + -0.0013892702, + 0.0022061684, + 0.0018122096, + 0.023604915, + 0.0018457188, + 0.010338923, + 0.011664798, + 0.0064265067, + -0.03863149, + -0.00028822376, + 0.010215755, + -0.013063124, + -0.0027332578, + -0.009462252, + 0.010266471, + 0.025416218, + 0.008252301, + 0.029415578, + 0.0032023855, + -0.013294972, + 0.014142661, + -0.0006253527, + 0.027952043, + 0.013968777, + -0.012258906, + -0.025242332, + -0.0147440145, + 0.003050236, + -0.01343263, + 0.006248999, + -0.0076002316, + -0.004633316, + 0.021011127, + 0.007520534, + 0.008049435, + -0.0061040944, + 0.025575612, + -0.0024995995, + -0.017649347, + -0.017808741, + 0.028806979, + 0.0019036805, + -0.016533583, + 0.016794411, + -0.017997116, + -0.0153743485, + 0.018562244, + -0.007216235, + -0.02854615, + 0.01123733, + -0.007962492, + 0.020953165, + 0.0063612997, + 0.025952363, + -0.013947041, + -0.0009142557, + 0.0015830797, + 0.032226723, + -0.012773315, + 0.015707629, + 0.030371945, + -0.009925946, + -0.02586542, + -0.025198862, + 0.01875062, + -0.04500728, + -0.023706347, + -0.037617162, + 0.032081816, + 0.005821531, + 0.025648065, + 0.027386917, + -0.0136644775, + 0.008715995, + 0.028111437, + 0.005158594, + -0.020547433, + 0.013287726, + -0.006136698, + -0.037240412, + 0.0160554, + -0.026343606, + 0.004075434, + -0.04364518, + 0.0040066047, + -0.01473677, + 0.014925145, + -0.011541629, + 0.015953965, + -0.011816948, + 0.0036316644, + 0.0055208546, + 0.032980222, + -0.0036968715, + 0.025633574, + 0.10792474, + -0.0030701603, + 0.002318469, + 0.00044671286, + 0.016692977, + -0.021924024, + -0.027126089, + -0.0036425323, + -0.01914186, + -0.025937874, + -0.0026535604, + 0.032023855, + 0.010259226, + -0.016229283, + 0.0039341524, + 0.008433431, + 0.0010949332, + 0.002121037, + -0.001087688, + -0.00042044895, + 0.010201264, + 0.025387237, + -0.0027332578, + 0.016504603, + -0.053440712, + -0.009788287, + -0.025242332, + 0.010882314, + 0.014830957, + 0.043790087, + -0.013773155, + 0.03663181, + -0.03118341, + 0.0101143215, + 0.00050942926, + 0.023373067, + -0.053759504, + 0.008411696, + 0.023561442, + -0.013215274, + 0.005379573, + -0.009541949, + -0.010128812, + -0.017287085, + -0.009715835, + -0.04257289, + -0.0140847, + -0.020764789, + -0.0054665157, + -0.006690957, + 0.0024271475, + 0.027604273, + -0.028560642, + 0.024532301, + 0.042833716, + -0.030603793, + 0.008752221, + 0.02954599, + 0.05129613, + -0.023271633, + 0.017533423, + 0.025691535, + -0.0402834, + 0.023416538, + 0.005202065, + -0.022634055, + -0.02543071, + -0.0071365377, + -0.00060678687, + 0.03176303, + -0.015953965, + 0.021735648, + -0.014635337, + -0.050687533, + -0.000110319736, + 0.02080826, + 0.01914186, + -0.012302377, + -0.025343766, + 0.027357936, + -0.018518772, + 0.0054013086, + 0.033791687, + 0.033646785, + -0.016287245, + 0.0044340724, + 0.002318469, + -0.001212668, + -0.0008449733, + 0.04523913, + -0.035675444, + -0.021677686, + 0.011838683, + -0.02882147, + 0.002878162, + -0.00016143247, + 0.0021898665, + -0.03376271, + 0.012838523, + 0.010447602, + 0.013447121, + 0.03054583, + -0.007839324, + 0.016577054, + 0.016171321, + 0.015185973, + -0.054078292, + 0.04126875, + 0.014758505, + 0.036457926, + 0.011208349, + -0.028357776, + 0.013606516, + -0.012353093, + -0.016939316, + 0.012077775, + 3.0763866e-05, + 0.001561344, + 0.0073973658, + -0.028270833, + 0.0075277793, + 0.0025847307, + 0.0046079573, + -0.016359698, + 0.0045173923, + -0.043877028, + 0.0052093104, + -0.00045237318, + -0.014193378, + -0.021373387, + 0.037762064, + -0.0061765467, + 0.005745456, + -0.0018837561, + 0.039703783, + 0.008194339, + 0.014367264, + -0.027923062, + -0.01373693, + 0.02314122, + 0.018996956, + 0.024662714, + 0.012222679, + -0.0046152025, + 0.014381754, + -0.016997278, + 0.010396885, + 0.0035229863, + -0.03292226, + 0.008744976, + -0.0056150425, + -0.041181806, + 0.0016229284, + -0.029024335, + 0.026198702, + 0.0039595105, + 0.020286605, + 0.008252301, + 0.004473921, + -0.039442956, + -0.011295292, + -0.002979595, + -0.03990665, + 0.016533583, + 0.024532301, + 0.0045173923, + 0.013577535, + 0.016620526, + 0.014055719, + 0.02277896, + 0.028415738, + -0.025735008, + -0.0045789764, + -0.0008984068, + -0.00048135404, + -0.024083098, + 0.0006316923, + 0.020764789, + -0.05674453, + -0.0098245125, + 0.015403329, + -0.029705387, + -0.017634856, + 0.036023214, + -0.002251451, + -0.00789004, + 0.0067344285, + -0.016533583, + -0.004506524, + -0.00176421, + -0.009578176, + -0.00029682743, + -0.034835, + -0.0073720072, + -0.017707309, + -0.017953645, + -0.026285645, + -0.034168437, + 0.0020141702, + 0.036718756, + -0.0012244415, + -0.014120926, + 0.011382234, + -0.002466996, + 0.032052837, + 0.05129613, + -0.020243134, + 0.0147440145, + -0.013476102, + -0.019562082, + 0.039471935, + -0.0047999555, + 0.006321451, + 0.0026734846, + 0.055237528, + -0.008629052, + 0.0076944195, + -0.004137018, + -0.0033454786, + 0.015852533, + 0.0052056876, + 0.012193698, + 0.012729845, + -0.033733726, + -0.047412694, + 0.020895204, + 0.024083098, + 0.009512968, + -0.021648705, + 0.0016174945, + -0.060859814, + -0.047035944, + -0.0221124, + -0.0013412706, + -0.0034106853, + -0.02046049, + -0.017301576, + 0.019170841, + 0.026372585, + 9.8433055e-05, + -0.031936914, + -0.011215595, + 0.015041068, + 0.06004835, + -0.0091144815, + 0.005531722, + -0.0069517847, + 0.02175014, + -0.02918373, + -0.0032512906, + -0.00060905097, + 0.046079572, + -0.009433271, + -0.020692337, + -0.027444879, + -0.0026426925, + -0.0058613797, + -0.019866383, + -0.0096651185, + -0.012766071, + -0.020214153, + 0.002615523, + 0.049702182, + 0.008237811, + 0.007679929, + -0.038080856, + 0.013265991, + 0.011193858, + -0.0069083134, + 0.008049435, + 0.005165839, + -0.0035084959, + -0.030111117, + -0.0058831153, + -0.0035247975, + 0.012526979, + -0.010578016, + -0.014041228, + -0.0122444155, + -0.03721143, + -0.0057418337, + -0.0076002316, + 0.0023836761, + 0.0056440234, + 0.0015993814, + -0.006495336, + -0.0028799733, + -0.0044123367, + -0.01576559, + -0.021315426, + 0.01911288, + -0.022068929, + -0.037617162, + -0.001587608, + -0.0063794125, + 0.017605875, + 0.0054918737, + -0.019866383, + -0.041471615, + -0.007274197, + -0.032516528, + 0.026416058, + 0.020040268, + -0.011882154, + -0.0008101057, + 0.009911455, + -0.017272595, + 0.028053477, + -0.002573863, + 0.05468689, + -0.03689264, + 0.004408714, + -0.0013965154, + -0.021286445, + 0.017852213, + 0.019214313, + -0.04121079, + 0.029908251, + 0.003461402, + 0.038515568, + -0.009353574, + 0.029125769, + -0.0027459369, + 0.02985029, + -0.0030339342, + -0.018678168, + 0.040689133, + -0.006488091, + 0.029676406, + 0.03625506, + -0.009788287, + -0.019083899, + 0.012744335, + -0.01090405, + 0.044137858, + -0.005995416, + -0.016837882, + 0.022025457, + 0.012389319, + -0.046253458, + -0.018388359, + 0.017316066, + -0.012171963, + 0.00987523, + 0.0040500755, + 0.001626551, + -0.009440516, + -0.028879432, + -0.002937935, + -0.017316066, + -0.005951945, + 0.011983587, + 0.04094996, + -0.01975046, + -0.016649507, + 0.013715194, + 0.029343124, + -0.00313899, + 0.013381914, + -0.041181806, + -0.0321108, + -0.011317028, + 0.033414938, + -0.011230085, + -0.022605075, + -0.008049435, + -0.013483347, + -0.0008010492, + 0.0010125189, + -0.0443697, + -0.034690093, + 0.011990832, + 0.0013385536, + 0.0040283403, + -0.008629052, + -0.044137858, + -0.04828212, + -0.022213832, + -0.024677206, + -0.069206305, + 0.018214474, + -0.0010704807, + 0.0005184858, + 0.009773796, + 0.013519573, + 0.018721638, + 0.003521175, + -0.0237788, + -0.012831277 + ] + } + ], + "model": "text-embedding-3-small", + "usage": { + "prompt_tokens": 7, + "total_tokens": 7 + } + } + headers: + CF-RAY: + - 939c170ecd39a608-NRT + Connection: + - keep-alive + Content-Type: + - application/json + Date: + - Sat, 03 May 2025 01:47:23 GMT + Server: + - cloudflare + Set-Cookie: test_set_cookie + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-allow-origin: + - '*' + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + content-length: + - '33338' + openai-model: + - text-embedding-3-small + openai-organization: test_openai_org_id + openai-processing-ms: + - '110' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + via: + - envoy-router-6d66f695d7-fnmlz + x-envoy-upstream-service-time: + - '66' + x-ratelimit-limit-requests: + - '5000' + x-ratelimit-limit-tokens: + - '5000000' + x-ratelimit-remaining-requests: + - '4999' + x-ratelimit-remaining-tokens: + - '4999992' + x-ratelimit-reset-requests: + - 12ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_245fc8e62865f5396656bd94248d10fe + status: + code: 200 + message: OK +version: 1 diff --git a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_async_embeddings_token_metrics.yaml b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_async_embeddings_token_metrics.yaml new file mode 100644 index 0000000000..4b353edff3 --- /dev/null +++ b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_async_embeddings_token_metrics.yaml @@ -0,0 +1,1652 @@ +interactions: +- request: + body: |- + { + "input": "This is a test for async embeddings token metrics", + "model": "text-embedding-3-small" + } + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + authorization: + - Bearer test_openai_api_key + connection: + - keep-alive + content-length: + - '97' + content-type: + - application/json + host: + - api.openai.com + user-agent: + - AsyncOpenAI/Python 1.26.0 + x-stainless-arch: + - arm64 + x-stainless-async: + - async:asyncio + x-stainless-lang: + - python + x-stainless-os: + - Linux + x-stainless-package-version: + - 1.26.0 + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.9.2 + method: POST + uri: https://api.openai.com/v1/embeddings + response: + body: + string: |- + { + "object": "list", + "data": [ + { + "object": "embedding", + "index": 0, + "embedding": [ + 0.0033986655, + -0.027189324, + 0.0054322644, + -0.026195275, + -0.006202302, + 0.0033024107, + 0.018718911, + 0.031977557, + 0.045110196, + -0.014574709, + 0.029513437, + -0.017948873, + -0.029625442, + -0.035673738, + 0.0059677907, + 0.0135736605, + -0.032845598, + -0.026251279, + 0.013461655, + -0.0014490705, + -0.0103605045, + -0.018396895, + 0.020721009, + 0.03757783, + 0.013622663, + -0.0011856827, + 0.01929294, + 0.0067308275, + 0.031053511, + -0.014490706, + 0.02014698, + -0.02074901, + 0.00924045, + -0.037465826, + -0.029933458, + 0.05768281, + -0.010437508, + 0.03346163, + -0.016352797, + -0.027973361, + -0.01787887, + -0.024543194, + -0.060818963, + -0.0042002043, + -0.017416848, + 0.038277864, + 0.0045642224, + -0.028001362, + 0.023955166, + 0.026503291, + -0.06384311, + 0.0086594215, + -0.011536562, + 0.034161665, + -0.021939069, + -0.01397268, + -0.01253061, + 0.022723107, + -0.023689153, + -0.014896725, + 0.049198397, + -0.03222957, + -0.003822186, + -0.023507144, + 0.008127396, + 0.0033811645, + -0.0052467557, + 0.025173226, + -0.019586954, + -0.02343714, + 0.06955539, + 0.03592575, + 0.0026776304, + -0.002689881, + -0.016338795, + -0.00780538, + 0.006219803, + -0.0059432895, + 0.0020686006, + -0.02690931, + -0.049142394, + 0.002299612, + -0.020539, + -0.023535145, + -0.008260402, + -0.01376267, + -0.076443724, + -0.031333525, + 0.013132639, + -0.007581369, + -0.04090999, + -0.012138591, + -0.06182701, + -0.022485094, + 0.02734333, + -0.015512755, + 0.010864529, + -0.028897407, + -0.04090999, + 0.0060517946, + 0.00051846274, + 0.021267036, + -0.01992297, + 0.03407766, + -0.0040531973, + -0.00025923137, + 0.010934533, + -0.0021386042, + -0.026125273, + -0.013181642, + -0.05275457, + -0.0020668507, + -0.019586954, + 0.013419653, + 0.062499043, + -0.0034441678, + -0.0007542867, + -0.01498073, + 0.005932789, + -0.008792428, + -0.025971264, + 0.003104651, + 0.035869747, + 0.0017010828, + -0.026643297, + -0.04497019, + -0.041218005, + -0.06843533, + -0.0636751, + 0.009828478, + 0.011893579, + -0.02548124, + 0.06748328, + 0.025131224, + -0.02648929, + -0.032509584, + -0.034889698, + 0.035785742, + -0.028981412, + 0.024837209, + -0.015064733, + -0.0328176, + 0.05507868, + 0.0076303715, + -0.061603, + -0.025551245, + -0.039397918, + 0.041246008, + -0.0076723737, + -0.0058277836, + 0.006877835, + -0.025957264, + -0.027595343, + 0.03306961, + -0.019460948, + -0.02525723, + -0.017416848, + -0.003533422, + 0.0035176713, + -0.033041608, + -0.026657298, + 0.01561076, + 0.024725204, + -0.01047951, + 0.017514853, + 0.03981794, + -0.0024378686, + -0.014644713, + -0.030493485, + -0.0492544, + 0.007924385, + -0.0698914, + -0.01932094, + -0.04004195, + -0.034217667, + -0.031361528, + 0.009982486, + -0.0575148, + 0.022891115, + 0.0018935922, + -0.018942922, + -0.012824625, + 0.036709785, + 0.013419653, + -0.06137899, + 0.062163025, + 0.01869091, + 0.0761077, + 0.031053511, + 0.01992297, + -0.028491387, + 0.07560368, + 0.06748328, + -0.0070913453, + 0.020230984, + -0.028645394, + 0.035841744, + 0.018242888, + 0.014700715, + 0.002772135, + -0.004378713, + 0.0369338, + 0.017136835, + -0.014252694, + 0.039537925, + -0.021701057, + -0.034189664, + -0.06406712, + -0.0061112978, + 0.018200886, + 0.039929945, + 0.0130276345, + 0.01621279, + 0.026167274, + -0.028953409, + 0.0097514745, + -0.053594608, + 0.02445919, + 0.057570804, + -0.018606907, + -0.010801526, + 0.04415815, + 0.05488267, + 0.017346844, + -0.026167274, + 0.019754961, + -0.005978291, + 0.006146299, + 0.0102695, + -0.018746912, + -0.0069793398, + -0.004588723, + -0.027665347, + -0.0031484033, + 0.0027633845, + -0.029849453, + -0.009002439, + -0.007308356, + -0.007623371, + -0.008162397, + -0.017192837, + -0.027217325, + 0.008554417, + -0.013405653, + -0.010185496, + 0.0039131907, + -0.014546708, + -0.002894641, + 0.032705594, + -0.004823235, + -0.022779109, + 0.0097514745, + -0.033349622, + 0.008113395, + -0.020847015, + -0.021827063, + -0.02035699, + 0.06322708, + 0.008897433, + 0.0033654138, + -0.0082184, + 0.019208936, + -0.040349964, + -0.0002612002, + 0.005029745, + -0.052922577, + -0.0028106368, + -0.008183398, + -0.03326562, + -0.034021657, + 0.015064733, + 0.0026006266, + 0.066811256, + -0.024921214, + -0.047126293, + 0.014315697, + -0.027553342, + 0.019754961, + -0.0046762275, + -0.013832673, + 0.027847355, + -0.035589732, + 0.01703883, + 0.044298157, + -0.021827063, + -0.009170447, + 0.038949896, + -0.0019565953, + 0.02979345, + 0.03466569, + -0.008225401, + -0.05530269, + 0.06692326, + 0.028519388, + -0.015666762, + -0.0027861355, + 0.046930283, + -0.022737106, + -0.016394798, + -0.015232742, + 0.0246272, + -0.03878189, + -0.01726284, + -0.012950631, + -0.0056107733, + 0.03962193, + -0.014840723, + 0.03673779, + 0.008939435, + 0.0044732178, + -0.025327234, + 0.015876774, + -0.016618809, + 0.048610367, + -0.046538267, + 0.017010828, + 0.0554147, + -0.018858919, + 0.040797986, + -0.05012244, + -0.027063318, + -0.0656352, + 0.0032971606, + -0.044270154, + -0.0015715765, + -0.029121418, + 0.0063388087, + -0.016940825, + 0.027833356, + 0.023297135, + 0.004784733, + 0.028155372, + 0.067651294, + -0.0065453188, + 0.01171157, + -0.0014219442, + 0.026335282, + -0.015974779, + 0.031529535, + 0.020062977, + -0.032789595, + -0.021197032, + 0.027189324, + -0.030213472, + 0.02154705, + 0.023465142, + 0.022219082, + 0.014868724, + 0.020076977, + -0.020875016, + 9.5106196e-05, + -0.009849479, + 0.0016179538, + -0.00636681, + 0.035449725, + -0.0738676, + -0.021925068, + -0.012964631, + -0.006653824, + -0.014672714, + 0.0067308275, + -0.0022838612, + 0.020272987, + 0.048974384, + 0.033517633, + -0.041414015, + -0.020202983, + 0.01968496, + -0.020819014, + -0.03878189, + -0.021995071, + 0.055162687, + 0.0021893566, + -0.007042343, + -0.02423518, + 0.011725571, + 0.011263548, + 0.034161665, + 0.030773498, + 0.02917742, + 0.058466848, + -0.04127401, + -0.04457817, + -0.041414015, + 0.007028342, + -0.0019215936, + -0.001087678, + -0.03015747, + -0.02857539, + 0.021729058, + -0.014896725, + -0.025621247, + -0.018018877, + -0.024585197, + 0.017220838, + 0.044046145, + 0.026965313, + -0.03799785, + 0.01929294, + 7.6784985e-05, + -0.02339514, + -0.028211374, + 0.0015882023, + -0.0066818255, + 0.01110254, + 0.045250203, + 0.02034299, + 0.0018673409, + 0.014126688, + 0.027889358, + 0.0012766871, + -0.018214887, + 0.022667104, + -0.0677633, + 0.020525, + 0.012586613, + 0.019964973, + -0.012838625, + 0.007518366, + 0.067035265, + -0.07050743, + -0.047378305, + 0.0005823409, + -0.008106395, + 0.005852285, + -0.032537583, + 0.050654467, + -0.013132639, + 0.0067063267, + -0.062499043, + -0.03393765, + -0.02174306, + 0.054994676, + 0.043038096, + -0.017822867, + -0.02753934, + 0.026965313, + 0.0133146485, + -0.023115125, + 0.014105687, + 0.0040986994, + -0.0164088, + -0.04455017, + -0.011844576, + -0.02976545, + -0.012887628, + -0.016352797, + -0.03656978, + 0.037549827, + -0.02319913, + 0.0037661833, + -0.06479515, + 0.014840723, + -0.01087153, + -0.041862037, + -0.041386016, + 0.024361186, + 0.0059817913, + 0.055134684, + 0.013811672, + 0.022345088, + -0.05891487, + -0.036457773, + 0.047910333, + 0.057850815, + -0.0018708411, + -0.017626857, + 0.021799061, + 0.05255856, + 0.006076296, + 0.0126426155, + 0.0067938305, + -0.009415458, + 0.020090979, + 0.038109854, + -0.04062998, + 0.02959744, + -0.04539021, + 0.00021055713, + -0.0065768203, + -0.022023072, + -0.034049656, + -0.040125955, + -0.036233764, + -0.003920191, + 0.13395852, + -0.027049316, + -0.038305864, + -0.010171495, + -0.013216644, + -0.0045677223, + 0.010045489, + -5.4225296e-05, + -0.016954826, + 0.009807478, + -0.045502216, + -0.018018877, + -0.034637686, + 0.03595375, + -0.021085026, + -0.0030363977, + 0.012054587, + -0.024697203, + 0.057570804, + 0.024837209, + 0.015526756, + -0.028869405, + 0.011522561, + -0.021799061, + 0.019348942, + -0.031865552, + 0.0025166224, + -0.011823576, + -0.01458871, + -0.010150494, + -0.010633518, + -0.01089253, + 0.05239055, + -0.006328308, + -0.011557562, + -0.013636664, + -0.024879212, + -0.0048827375, + -0.02220508, + 0.01908293, + -0.0003441105, + -0.009807478, + -0.064123124, + -0.029429432, + -8.919965e-05, + -0.024809208, + -0.02753934, + 0.0184949, + -0.005873286, + -0.023717154, + 0.022877114, + -0.03144553, + 0.023451142, + -0.0032971606, + 0.0013046885, + 0.056982774, + -0.015554757, + 0.026587294, + -0.030297475, + -0.023325136, + 0.020062977, + 0.0013816922, + 0.022135077, + -0.0021491046, + 0.012922629, + 0.02937343, + -0.020567002, + 0.028463386, + -0.011074539, + -0.0048617367, + 0.0073643588, + 0.04256207, + -0.037325818, + -0.0067868303, + -0.007784379, + 0.011844576, + 0.03757783, + 0.07274754, + 0.00924045, + -0.044018142, + 0.035617735, + 0.03267759, + 0.020496998, + 0.0369898, + 0.0055407695, + -0.039957944, + 0.0023538645, + 0.002567375, + 0.028841404, + -0.003717181, + 0.021925068, + -0.02996146, + 0.008057392, + -0.01723484, + -0.022849113, + -0.015162738, + 0.0054777665, + 0.012901628, + 0.005708778, + -0.039005898, + 0.07375559, + -0.008526416, + 0.010437508, + -0.0042247055, + 0.02690931, + 0.030689495, + 0.022415092, + 0.031585537, + -0.037017804, + -0.0040986994, + 0.0052957577, + 0.02940143, + 0.0082044, + -0.018018877, + 0.009954485, + 0.015652763, + -0.007966388, + -0.0064613144, + -0.0075323666, + 0.041162003, + 0.031669542, + -0.024893211, + 0.03144553, + 0.03248158, + -0.009632469, + -0.0102625, + -0.053734615, + 0.010185496, + -0.03393765, + -0.008806429, + -0.011984584, + -0.004914239, + 0.033545632, + 0.0055757714, + -0.012264597, + 0.009548465, + -0.043850135, + -0.006328308, + -0.00015116361, + -0.02363315, + 0.01892892, + -0.0007984764, + -0.017094832, + 0.01825689, + 0.028267376, + -0.037353817, + 0.0246272, + 0.015638761, + -0.043206103, + -0.02937343, + -5.8354402e-05, + -0.030213472, + 0.060482945, + 0.0009887981, + -0.019376943, + 0.022695106, + 0.0019635956, + 0.02178506, + 0.011361553, + -0.021029023, + -0.03455368, + 0.025705252, + -0.0009887981, + -0.018732913, + -0.006804331, + -0.0003718931, + -0.03777384, + 0.00047296053, + 0.013489657, + -0.0050157444, + -0.06266705, + -0.016282793, + 0.01622679, + -0.03452568, + 0.011851577, + 0.0068288324, + 0.005831284, + -0.013195642, + 0.019754961, + 0.012376603, + 0.06401112, + -0.028169371, + 0.04746231, + 0.017108833, + 0.002997896, + -0.0050437455, + 0.042590074, + -0.0011436807, + -0.0070108413, + 0.024137175, + -0.012012585, + -0.035281718, + -0.032649588, + -0.018116882, + -0.021393042, + -0.015456753, + 0.014063684, + 0.0009152946, + -0.02363315, + 0.014840723, + -0.018760914, + 0.053902626, + 0.025551245, + 0.013671665, + -0.02857539, + -0.0349457, + -0.017682862, + 0.04964642, + -0.011928581, + -0.022275085, + 0.02814137, + 0.011844576, + 0.037073806, + -0.01724884, + 0.053118587, + 0.010164495, + 0.021645054, + -0.0024886213, + -0.030493485, + -0.009688471, + 0.019628955, + 0.009898482, + 0.009429459, + 0.033321623, + 0.006261805, + -0.02363315, + -0.015246742, + 0.0018585905, + -0.0014893225, + -0.014574709, + -0.010094492, + 0.0060972967, + -0.021757059, + -0.021197032, + -0.03819386, + -0.029289426, + 0.0025848758, + -0.021225033, + 0.012887628, + 0.010248499, + -0.029513437, + -0.010241498, + 0.0070073414, + -0.011935581, + -0.01376267, + -0.0046657273, + 0.019068928, + -0.020412995, + -0.011564563, + -0.017738864, + -0.012243596, + 0.019950971, + -0.017906873, + -0.035169713, + 0.0013571911, + 0.0054672663, + 0.02237309, + -0.009282452, + -0.011368553, + -0.01808888, + 0.037297815, + 0.016268792, + -0.011340552, + 0.03208956, + -0.023115125, + -0.023227131, + 0.011473559, + 0.0010273, + 0.034217667, + -0.037353817, + -0.04329011, + 0.029625442, + -0.025901262, + 0.0010920531, + 0.030465484, + 0.004497719, + -0.0052922578, + -0.017052831, + 0.03225757, + -0.014420702, + -0.0063528093, + -0.032929603, + -0.0007958512, + 0.014203692, + 0.015358748, + -0.0151487375, + -0.018214887, + 0.0184669, + -0.023493145, + 0.052726567, + -0.01129155, + -0.019978972, + -0.005778781, + -0.040965993, + 0.03816586, + -0.011445558, + -0.0029208923, + -0.005642275, + -0.030045463, + -0.015428751, + -0.011690569, + 0.005792782, + 0.005498768, + 0.015918775, + -0.03346163, + -0.070955455, + -0.0031204019, + 0.050430454, + -0.042646077, + -0.014105687, + 0.005173252, + -0.031949557, + -0.03225757, + -0.021127028, + 0.044438165, + -0.030633492, + -0.00431921, + 0.023493145, + -0.012306599, + -0.011662568, + -0.03572974, + 0.019838966, + 0.025775256, + -0.050374452, + -0.03228557, + -0.02280711, + 0.045894235, + -0.0058662854, + 0.012796623, + -0.0070178416, + 0.01129155, + 0.00019808777, + -0.018676909, + 0.02363315, + 0.040405966, + 0.019880967, + -0.019236937, + -0.0038431871, + -0.006842833, + 0.011564563, + 0.0041162004, + -0.004616725, + 0.0130906375, + -0.005176752, + 0.017556855, + 0.0035649235, + -0.0026548794, + 0.015764767, + 0.00021558862, + -0.0035036707, + 0.013055636, + -0.009429459, + 0.00924045, + -0.028701397, + 0.0041197008, + -0.0041022, + 0.062219027, + -0.0057402793, + 0.014133688, + 0.0011358053, + -0.009156446, + -0.022065075, + 0.013230644, + -0.0048897383, + 0.0047007287, + -0.021897066, + 0.016352797, + 0.021393042, + 0.023045123, + 0.00555127, + 0.00025026218, + 0.032901604, + -0.020104978, + 0.019236937, + 0.006454314, + -0.022149079, + 0.0059047877, + 0.019502949, + -0.021057025, + 0.011466558, + -0.006590821, + -0.010612517, + 0.044018142, + 0.00079366367, + 0.061098974, + 0.008533415, + -0.03015747, + 0.016590808, + 0.01664681, + 0.00032748468, + 0.00028307628, + 0.013503658, + 0.03430167, + 0.010724522, + 0.0492544, + 0.022779109, + -0.002695131, + 0.016758816, + -0.031501535, + -0.04357012, + -0.025747254, + 0.009597467, + 0.043626126, + -0.038109854, + 0.005257256, + 0.041218005, + 0.005274757, + 0.0008912309, + 0.020553, + -0.018816916, + 0.044494167, + -0.016072782, + 0.022737106, + -0.016520804, + -0.019068928, + -0.0051242495, + -0.022989118, + -0.019852966, + -0.0009835479, + 0.02549524, + -0.013426654, + -0.01334265, + -0.0014149438, + 0.03864188, + -0.012502609, + 0.01108854, + -0.0014411951, + 0.029345429, + 0.022639101, + 0.02095902, + 0.03785784, + -0.00882743, + 0.012467607, + 0.04827435, + -0.019852966, + 0.005257256, + -0.04373813, + 0.016744815, + -0.009555466, + -0.005855785, + -0.016884822, + -0.00028723275, + -0.0010360505, + 0.037745837, + -0.006713327, + -0.044690177, + 0.00028373257, + 0.021631053, + -0.00057402794, + -0.0056597753, + -0.027049316, + 0.010423508, + 0.01458871, + -0.0034354173, + 0.00534476, + -0.016506804, + -0.02238709, + -0.0077353767, + -0.016072782, + 0.0107455235, + -0.0036296768, + -0.0075463676, + 0.0153727485, + 0.006713327, + -0.0011848077, + 0.025831258, + 0.017024828, + 0.022695106, + -0.021659054, + -0.014574709, + -0.013916678, + 0.020230984, + -0.0102695, + 0.050486457, + 0.0011139292, + -0.0029698946, + 0.046958286, + -0.0036261766, + -0.051074486, + 0.014658714, + -0.016520804, + -0.02504722, + -0.0102625, + -0.008939435, + 0.0021876064, + 0.020174982, + 0.0016870821, + 0.010017488, + -0.0071578487, + 0.031529535, + 0.021995071, + -0.007084345, + 0.021799061, + 0.049366403, + -0.0080153905, + 0.006429813, + 0.020693008, + -0.0014543209, + -0.00964647, + 0.01128455, + -0.017738864, + 0.002485121, + 0.015764767, + 0.04886238, + 0.013545659, + 0.039481923, + -0.01807488, + -0.04824635, + 0.012901628, + 0.0014306947, + -0.018354893, + 0.0057647806, + 0.033545632, + -0.03018547, + 0.020553, + 0.014224692, + -0.0068708346, + -0.017948873, + 0.010192497, + 0.014896725, + -0.015708765, + 0.0013781921, + -0.00087810523, + -0.0004913364, + 0.0021928567, + 0.020595003, + -0.03365764, + -0.015232742, + -0.06507517, + -0.039397918, + -0.015512755, + 0.017640859, + -0.048610367, + 0.026419286, + -0.0098144775, + -0.010941532, + -0.02014698, + 0.041386016, + 0.013706667, + -0.014546708, + -0.0037486826, + -0.0044872183, + -0.036233764, + 0.017920872, + 0.020847015, + -0.017192837, + 0.01829889, + 0.010164495, + -0.025523243, + -0.015274744, + 0.042338062, + 0.0030959006, + 0.010045489, + 0.004616725, + -0.028603392, + -0.011592564, + -0.0020003475, + 0.0067833303, + 0.03452568, + 0.04533421, + -0.023717154, + -0.0017413348, + 0.015204741, + 0.020721009, + 0.021701057, + -0.015526756, + 0.017724862, + 0.0102765, + 0.002997896, + -0.011081539, + 0.02790336, + -0.01355266, + 0.00054121384, + 0.00698634, + 0.010836528, + -0.030381478, + -0.007210351, + 0.0047357306, + -0.0044207154, + -0.0031956555, + -0.007427362, + 0.008540416, + 0.026461288, + 0.0011253048, + 0.024935214, + 0.0082184, + -0.020973021, + 0.006814832, + 0.0012390603, + 0.014672714, + -0.0004443029, + 0.0018183385, + -0.036485776, + -0.02035699, + 0.001313439, + -0.024207179, + -0.010549514, + 0.0026548794, + 0.008701424, + 0.014077686, + 0.014322697, + 0.016926825, + -0.00923345, + 0.039537925, + 0.0128666265, + -0.012404604, + -0.019502949, + 0.030549487, + 0.0054392647, + -0.025957264, + 0.024291182, + -0.02198107, + 0.0009301703, + 0.004739231, + -0.018914921, + -0.022443093, + 0.007987389, + 0.005355261, + 0.0225831, + 0.016576808, + 0.005642275, + -0.0034756693, + 0.0020213483, + -0.016058782, + -0.00097479747, + 0.020595003, + -0.0011751822, + 0.011319551, + -0.0061708004, + -0.036065757, + -0.017402848, + 0.02835138, + -0.021589052, + -0.025327234, + -0.0389779, + 0.021631053, + 0.0124816075, + 0.043178104, + 0.028239375, + -0.020777011, + 0.013125639, + 0.032061562, + 0.00016713314, + -0.006468315, + 0.01047251, + -0.011151543, + -0.025075221, + 0.02707732, + -0.026013266, + -0.015862772, + -0.03514171, + -0.01972696, + -0.008162397, + 0.016254792, + -0.0103605045, + -0.005505768, + -0.0063773105, + 0.022709105, + 0.009562465, + 0.031109514, + -0.0004079886, + 0.029905455, + 0.10959733, + 0.004000695, + 0.023451142, + 0.00802239, + 0.0004681478, + -0.014868724, + -0.016786817, + 0.003181655, + -0.020104978, + -0.008841431, + 0.00064403133, + 0.044074144, + 0.020763012, + -0.022219082, + -0.0053097587, + 0.007861382, + -0.008169398, + 0.013636664, + 0.0075953696, + -0.0075253663, + 0.032649588, + 0.008575417, + 0.0043612123, + 0.022471095, + -0.050794475, + -0.011053538, + -0.008162397, + 0.013846674, + -0.00031545287, + 0.044858184, + -0.01932094, + 0.033713643, + -0.019698959, + 0.018760914, + 0.01580677, + 0.0128666265, + -0.05295058, + 0.029289426, + 0.022149079, + -0.0135736605, + 0.015736766, + -0.015092735, + -0.009793477, + -0.029009413, + -0.016492803, + -0.040125955, + -0.0010999285, + -0.019026926, + -0.004588723, + -0.008582418, + -0.00016768005, + 0.010822527, + -0.023899164, + 0.0032936605, + 0.0430941, + 0.024207179, + 0.021029023, + 0.043234106, + 0.040601976, + -0.03015747, + 0.03301361, + 0.006923337, + -0.026125273, + 0.008281403, + 0.002486871, + -0.03141753, + -0.021561049, + -0.023353137, + 0.0052432553, + 0.008155397, + -0.012852626, + 0.01932094, + -0.013783671, + -0.042618074, + -0.0030486484, + 0.008456412, + 0.017682862, + -0.015078735, + -0.011851577, + 0.019418946, + -0.040993996, + 0.0045292205, + 0.009625468, + 0.025201228, + -0.03945392, + 0.012341601, + 0.026573293, + -0.0054742666, + -0.01458871, + 0.03878189, + -0.044494167, + -0.014266695, + 0.00078010047, + -0.022219082, + -0.0047637317, + 0.0041022, + -0.0058837864, + -0.021393042, + -0.0015978278, + 0.016156787, + 0.010500511, + 0.018396895, + -0.0030171468, + 0.014329698, + 0.031137517, + 0.010647519, + -0.027973361, + 0.039201908, + 0.009849479, + 0.024347186, + 0.031921554, + -0.022849113, + 0.02564925, + -0.01892892, + 0.00062740553, + 0.01724884, + 0.0069933403, + 0.015134737, + -0.008190399, + -0.009667471, + 0.017906873, + 0.017122833, + -0.0034441678, + -0.034889698, + 0.007742377, + -0.022107076, + -0.0003841437, + 0.0061287982, + -0.032537583, + 0.0063213077, + 0.039481923, + 0.009408458, + -0.0045852233, + -0.0053727617, + 0.01909693, + 0.01703883, + 0.010486511, + -0.013258645, + -0.012341601, + 0.016128786, + 0.006093797, + 0.020987023, + -0.011319551, + -0.009478462, + 0.018606907, + -0.0072523532, + 0.007623371, + 0.016688813, + -0.010339503, + 0.00072059757, + -0.016940825, + -0.031669542, + 0.015960777, + -0.003881689, + 0.040937994, + -0.017640859, + 0.011977583, + 0.00013606912, + -0.01274762, + -0.010206497, + -0.021393042, + -0.0072803544, + -0.041582026, + -0.0048092343, + 0.026349284, + 0.0021053525, + 0.013594662, + 0.03620576, + 0.018046878, + 0.03427367, + 0.036457773, + -0.033797644, + 0.0073503577, + 0.00024151176, + 0.008792428, + 0.0029313928, + -0.008043392, + 0.009219449, + -0.06865934, + -0.018172884, + 0.005299258, + -0.008092394, + -0.021939069, + 0.025621247, + 0.009128445, + -0.03864188, + 0.021393042, + -0.03102551, + 0.0067728297, + 0.018998925, + 0.006247804, + -0.03612176, + -0.032117564, + 0.018396895, + -0.012061588, + -0.009555466, + -0.018508902, + -0.04236606, + -0.003958693, + 0.028365381, + -0.0041127005, + 0.008575417, + 0.0021823563, + 0.0018463399, + 0.030101465, + 0.079747885, + -0.036681786, + -0.001602203, + -0.01829889, + -0.0025411237, + 0.025383236, + -0.008848431, + 0.014952728, + 0.008330406, + 0.042254057, + -0.0246692, + -0.00657332, + -0.0013668166, + 0.012754621, + 0.011781573, + -0.008120395, + 0.020188984, + 0.011116541, + -0.04065798, + -0.044074144, + -0.008512414, + 0.0151487375, + 0.0037941847, + -0.013930678, + -0.011865578, + -0.06020293, + -0.029037414, + -0.023129126, + 0.0058172834, + -0.00029729572, + -0.020777011, + -0.031865552, + 0.013874675, + 0.03060549, + -0.0022033572, + -0.0073853596, + -0.026573293, + 0.0006099047, + 0.06401112, + -0.0024781206, + 0.012446606, + 0.0059082876, + 0.029653443, + -0.022513095, + -0.018564904, + -0.005789282, + 0.0095904665, + -0.008988437, + -0.034021657, + -0.037213814, + 0.007150848, + 0.0011384304, + -0.014294696, + -0.0184809, + -0.007434362, + -0.03679379, + 0.017416848, + 0.03945392, + -0.0027913859, + 0.009394458, + -0.020244986, + 0.016534805, + 0.0022086075, + -0.012684617, + 0.011991584, + -0.009373456, + -0.029037414, + -0.014532708, + -0.018970923, + 0.009625468, + 0.012026586, + 0.015078735, + -0.01622679, + -0.009422459, + -0.05264256, + 0.010661519, + 0.008967437, + -0.0061427993, + 0.020300988, + -0.0080783935, + -0.014462704, + 0.0072523532, + -0.0074833645, + 0.011487559, + -0.015932776, + 0.012005584, + -0.025313232, + -0.04270208, + -0.009359456, + -0.02237309, + 0.025607247, + 0.016688813, + -0.04048997, + -0.027763352, + -0.0097164735, + -0.029261425, + 0.023871163, + -0.00045589719, + -0.020735009, + -0.00067290774, + -0.004784733, + -0.002957644, + 0.023661152, + -0.004350712, + 0.048582364, + -0.056450747, + 0.0021911068, + -0.00016253916, + -0.02360515, + 0.015666762, + 0.015582759, + -0.044326156, + 0.009961485, + 0.005155751, + 0.026363283, + -0.0064228126, + 0.020721009, + -0.019362943, + 0.015470753, + 0.016688813, + -0.01727684, + 0.03514171, + -0.007742377, + 0.018802915, + 0.02360515, + -0.0040776986, + -0.011081539, + 0.023717154, + 0.00039901942, + 0.02854739, + 0.009499462, + -0.02548124, + 0.022009071, + -0.00904444, + -0.05569471, + -0.021225033, + 0.023591148, + -0.015708765, + -0.01806088, + -0.014532708, + 0.00013595975, + -0.011627566, + -0.045642223, + 0.0010981784, + -0.004063698, + 0.0063213077, + 0.008295404, + 0.04295409, + -0.016422799, + -0.01684282, + 0.03348963, + 0.021799061, + -0.008589419, + 0.005687777, + -0.05561071, + -0.013503658, + -0.0052957577, + 0.041162003, + -0.007966388, + -0.016520804, + -0.0073223566, + -0.009009439, + -0.015960777, + -0.012019585, + -0.025411237, + -0.007336357, + -0.007644372, + -0.013650665, + -0.0056947772, + -0.012453606, + -0.026461288, + -0.03575774, + -0.012817624, + -0.032845598, + -0.05608673, + 0.041162003, + 0.018522901, + 0.015260743, + 0.013188642, + 0.032901604, + 0.0043682125, + 0.005869786, + -0.016926825, + -0.00677983 + ] + } + ], + "model": "text-embedding-3-small", + "usage": { + "prompt_tokens": 9, + "total_tokens": 9 + } + } + headers: + CF-RAY: + - 939c172698e2d766-NRT + Connection: + - keep-alive + Content-Type: + - application/json + Date: + - Sat, 03 May 2025 01:47:27 GMT + Server: + - cloudflare + Set-Cookie: test_set_cookie + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-allow-origin: + - '*' + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + content-length: + - '33284' + openai-model: + - text-embedding-3-small + openai-organization: test_openai_org_id + openai-processing-ms: + - '193' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + via: + - envoy-router-7c84bdfdfc-tg6kf + x-envoy-upstream-service-time: + - '82' + x-ratelimit-limit-requests: + - '5000' + x-ratelimit-limit-tokens: + - '5000000' + x-ratelimit-remaining-requests: + - '4999' + x-ratelimit-remaining-tokens: + - '4999987' + x-ratelimit-reset-requests: + - 12ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_3c8398f41e61a12a22b4e7b12b9772e0 + status: + code: 200 + message: OK +version: 1 diff --git a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_async_embeddings_with_batch_input.yaml b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_async_embeddings_with_batch_input.yaml new file mode 100644 index 0000000000..1d33df8563 --- /dev/null +++ b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_async_embeddings_with_batch_input.yaml @@ -0,0 +1,4740 @@ +interactions: +- request: + body: |- + { + "input": [ + "This is the first test string for async embeddings", + "This is the second test string for async embeddings", + "This is the third test string for async embeddings" + ], + "model": "text-embedding-3-small" + } + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + authorization: + - Bearer test_openai_api_key + connection: + - keep-alive + content-length: + - '209' + content-type: + - application/json + host: + - api.openai.com + user-agent: + - AsyncOpenAI/Python 1.26.0 + x-stainless-arch: + - arm64 + x-stainless-async: + - async:asyncio + x-stainless-lang: + - python + x-stainless-os: + - Linux + x-stainless-package-version: + - 1.26.0 + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.9.2 + method: POST + uri: https://api.openai.com/v1/embeddings + response: + body: + string: |- + { + "object": "list", + "data": [ + { + "object": "embedding", + "index": 0, + "embedding": [ + 0.00102203, + -0.03870587, + -0.0064009707, + -0.020090546, + -0.018015232, + 0.0006766651, + 0.048107296, + 0.029454468, + 0.013952116, + 0.0060102865, + 0.018965377, + -0.03618049, + -0.00659475, + -0.047907267, + -0.028029252, + 0.0143771805, + -0.022240873, + -0.003856835, + -0.009220148, + -0.0035942951, + -0.00092435896, + -0.03533036, + -0.003381763, + 0.05050766, + 0.015202305, + -0.036955606, + -0.0030395235, + 0.04015609, + 0.016602518, + -0.024378696, + -0.020215565, + -0.04628202, + 0.022990987, + -0.043356575, + 0.008395024, + 0.07651161, + -0.008920102, + 0.0092263995, + -0.045156848, + -0.01655251, + 0.0004289713, + -0.027729206, + -0.017627673, + 0.0023081626, + -0.012633166, + 0.041206248, + -0.016827552, + 0.016865058, + 0.015839903, + 0.013864603, + -0.06641007, + -0.01127046, + -0.0022456532, + 0.050882716, + -0.032129873, + -0.012789439, + -0.009395175, + 0.03718064, + -0.02247841, + -0.0031301621, + 0.050007585, + -0.017052587, + -0.039255954, + -0.028329296, + 0.0042037624, + 0.0073698675, + -0.01852781, + 0.034905292, + 0.0062196935, + 0.030904686, + 0.05155782, + -0.0003662665, + -0.021940827, + 0.00797621, + -0.020403095, + -0.004372538, + 0.003672432, + 0.008926353, + -0.0040974966, + -0.039355967, + -0.031079713, + 0.017452646, + -0.03475527, + -0.03765571, + -0.022190865, + 0.014727234, + -0.0665601, + -0.010182794, + -0.0017721438, + 0.012551904, + -0.035380367, + -0.0665601, + -0.047957275, + -0.032679956, + 0.02827929, + 0.008094978, + -0.024416203, + -0.048757393, + -0.023166014, + 0.0028238657, + 0.007994963, + 0.034730267, + -0.034305204, + 0.0053039296, + -0.0059008948, + -0.031179728, + 0.0045944466, + -0.020678136, + -0.03700561, + -0.022453405, + -0.063259594, + -0.011751782, + -0.014552207, + 0.0016627521, + 0.048557363, + -0.0031582916, + -0.0171401, + -0.0048163556, + -0.011570505, + -0.03338006, + -0.013014474, + -0.00392247, + 0.046857107, + 0.009413928, + -0.04470678, + -0.058008797, + -0.03520534, + -0.066660106, + -0.0692105, + 0.014764739, + 0.020015536, + -0.026353996, + 0.039556, + 0.046857107, + -0.0639597, + -0.0063665905, + -0.07441129, + 0.021715794, + -0.0024910027, + 0.0063540884, + -0.0191154, + -0.069060475, + 0.01463972, + -0.011776786, + -0.020053042, + -0.029004399, + -0.025828917, + 0.032955, + -0.00014084167, + 0.00074112805, + -0.036780577, + -0.034105174, + -0.042556453, + 0.059709057, + -0.0046163253, + -0.027654193, + -0.030979699, + -0.022528417, + 0.012183098, + 0.0036005462, + -0.014164648, + 0.0048163556, + 0.027529174, + -0.010845395, + -0.009482688, + 0.010551601, + 0.013689576, + -0.015102291, + -0.024091154, + -0.06646008, + 0.0004395198, + -0.039505992, + -0.06716019, + -0.006172811, + -0.016039932, + -0.004628827, + 0.024041146, + -0.059459016, + -0.0006958087, + 0.0035849188, + 0.026454013, + 0.045256864, + 0.026429009, + -0.00995151, + -0.045681927, + 0.049632527, + 0.02135324, + 0.049882565, + 0.009926505, + -0.0026394627, + 0.010082779, + 0.03290499, + 0.059258986, + -0.023866119, + 0.026954088, + -0.019465452, + 0.041156244, + -0.010095281, + 0.034505233, + -0.018102745, + 0.017440146, + 0.044081684, + -0.012389379, + 0.0027191625, + 0.027604187, + -0.02116571, + -0.01754016, + -0.04160631, + -0.014789743, + 0.02071564, + 0.044931814, + 0.00071807764, + -0.017465148, + -0.012064329, + -0.03970602, + 0.009551449, + -0.019915521, + 0.019440448, + 0.036255497, + -0.041881353, + -0.016252466, + 0.03543037, + 0.04713215, + 0.037930753, + 0.0016705658, + -0.0055164616, + -0.012826946, + 0.0049882564, + 0.010214049, + -0.022778455, + 0.001443969, + -0.03355509, + -0.008457533, + -0.03040461, + 0.019002883, + -0.001310355, + -0.0008649749, + 0.014864754, + -0.023353541, + 0.016014928, + -0.035830434, + -0.052207917, + 0.015314823, + -0.0008704445, + 0.02182831, + 0.01997803, + -0.009263905, + -0.033080015, + 0.04648205, + -0.012495645, + -0.014002124, + 0.040906202, + -0.007907449, + 0.013402033, + -0.036930602, + 0.004444424, + -0.030604642, + 0.039931055, + 0.015877407, + 0.012076831, + 0.0070448183, + 0.05155782, + -0.017890213, + 0.034780275, + 0.0070448183, + -0.04213139, + 0.017677682, + -0.0037880745, + 0.013439538, + -0.03600546, + -0.017990228, + -0.01134547, + 0.052057896, + -0.02815427, + -0.052908026, + 0.019552965, + -0.030829675, + -0.019140404, + -0.013339523, + 0.025528872, + -0.01985301, + -0.044356726, + -0.0016861933, + 0.014052131, + -0.0092326505, + 0.01207058, + 0.031879835, + -0.044931814, + -0.002014368, + -0.0056602336, + -0.007969959, + -0.039781034, + 0.05465829, + 0.019627977, + 0.011970566, + 0.0071510845, + 0.044281717, + -0.008251252, + 0.019702988, + -0.002211273, + 0.0421814, + -0.046257015, + 0.03770572, + 0.032529935, + -0.018765345, + 0.05400819, + -0.027254133, + 0.027579183, + 0.034330208, + 0.010070277, + -0.004531937, + 0.007669913, + -0.029604489, + 0.015139796, + -0.05690863, + 0.025628887, + 0.03660555, + -0.014452192, + 0.030829675, + -0.045306873, + -0.02782922, + -0.02287847, + -0.0010861022, + -0.034355212, + 0.0019159155, + -0.017465148, + 0.012289364, + -0.04193136, + 0.012789439, + 0.03210487, + -0.020415597, + 0.008463783, + 0.041256256, + -0.018552814, + 0.008826339, + -0.018940372, + 0.006607252, + -0.04390666, + 0.032980002, + 0.013239508, + -0.05975906, + -0.0244037, + 0.04165632, + -0.0125269, + 0.0064509786, + 0.04200637, + 0.009776482, + 0.009438932, + 0.046006978, + 0.017515156, + 0.0054039448, + 0.0129519645, + -0.008557548, + -0.010851646, + 0.07051069, + -0.08031218, + -0.017202608, + 0.0064447275, + -0.021328235, + -0.016239963, + 0.03938097, + -0.016102443, + -0.01371458, + 0.04998258, + -0.0048101046, + -0.0494575, + 0.0020503108, + 0.04405668, + -0.013339523, + -0.03205486, + -0.012295615, + 0.033880137, + 0.023728598, + 0.0026988469, + -0.019990532, + 0.024916278, + -0.033480078, + 0.024628736, + 0.05445826, + 0.045331877, + 0.029029403, + -0.04333157, + -0.053208068, + -0.050632678, + -0.017027583, + -0.0004465521, + -0.03455524, + -0.009620209, + 0.0053508114, + -0.0003824799, + 0.00810748, + -0.0120955845, + -0.013239508, + 0.0021065695, + 0.016765043, + 0.045506902, + 0.03568041, + -0.005425823, + 0.020078044, + -0.024053648, + 0.022715945, + -0.044406734, + -0.019240418, + 0.0060759215, + 0.010532848, + 0.01819026, + 0.015539857, + 0.0019893642, + 0.033455074, + 0.0136645725, + 0.013827097, + 0.017752692, + 0.032079864, + -0.031304747, + -0.006844788, + 0.03565541, + 0.019152904, + -0.047882263, + 0.007076073, + 0.074461296, + -0.05460828, + -0.05760874, + -0.044481747, + -0.0077261715, + 0.014614716, + 0.032479927, + 0.043406583, + -0.0047163405, + -0.0046507055, + -0.042581458, + -0.040831193, + -0.016827552, + 0.06290954, + 0.023953633, + -0.033730116, + -0.04443174, + 0.004569443, + 0.04095621, + -0.040506143, + -0.003102033, + 0.0059040203, + 0.02479126, + -0.060109116, + -0.010401578, + 0.00031645424, + -0.0019862386, + -0.022978485, + 0.0025081928, + -0.009726475, + -0.0029020025, + -0.014002124, + -0.065309905, + 0.0052851764, + -0.036055468, + 0.00540707, + -0.042406432, + -0.006719769, + 0.009488939, + 0.057008646, + 0.008788832, + -0.0092263995, + -0.05975906, + -0.054958336, + 0.02432869, + 0.057658743, + -0.007307358, + -0.028179273, + 0.016264968, + 0.049557514, + -0.017027583, + -0.025216324, + 0.038930904, + -0.020428099, + 0.03072966, + 0.037155636, + -0.010464087, + 0.010539099, + -0.01760267, + 0.005622728, + -0.017102594, + -0.013889606, + 0.0047257165, + -0.041106235, + -0.01345204, + -0.028504323, + 0.14012125, + -0.031129722, + -0.029154422, + 0.0018784099, + -0.020815657, + -0.024378696, + -0.00016272, + -0.03638052, + -0.013552056, + 0.0349553, + -0.020153057, + 0.0071573355, + -0.0751614, + 0.015039781, + -0.038805887, + -0.0005387536, + 0.021153208, + -0.0027707326, + 0.021103201, + 0.02432869, + -0.0049788803, + -0.01345204, + 0.013039477, + -0.00036900127, + -0.011420482, + -0.00071612425, + -0.007532392, + 0.0029973297, + -0.0171401, + -0.003963101, + 0.011132939, + -0.0191154, + 0.039405975, + -0.001443969, + -0.06485984, + -0.0018252769, + -0.017715186, + -0.0012962903, + -0.034180183, + -0.0059571536, + -0.011845547, + -0.0064759823, + -0.045156848, + -0.025753906, + -0.014389683, + -0.008882597, + -0.018365284, + 0.035580397, + -0.037155636, + -0.036430527, + -0.007826187, + -0.008332513, + 0.011564254, + 0.03125474, + -0.002067501, + 0.027879229, + 0.010589106, + 0.04628202, + -0.023291033, + -0.029554483, + 0.033680107, + -0.0008266879, + 0.037105627, + -0.0029613867, + 0.028604338, + 0.03052963, + -0.014764739, + 0.009851494, + -0.015664876, + 0.0036693064, + 0.007088575, + 0.04378164, + -0.026754057, + 0.0011064179, + -0.019090395, + 0.031504776, + 0.016490001, + 0.029554483, + 0.036405522, + -0.050157607, + 0.03673057, + 0.009857745, + 0.005135154, + 0.03528035, + -0.0077886814, + -0.033155028, + 0.00600091, + 0.023953633, + 0.030454619, + 0.013227006, + -0.001651813, + -0.030604642, + 0.04860737, + -0.053358093, + -0.028754361, + 0.006150933, + -0.006982309, + 0.016152449, + 0.015539857, + -0.01695257, + 0.05038264, + 0.012864451, + -0.043806642, + -0.004878865, + 0.011326718, + 0.055808462, + 0.007813685, + 0.024553724, + -0.022565922, + 0.010039022, + -0.011364223, + 0.040731177, + -0.024828766, + -0.01985301, + 0.012126839, + 0.011989319, + 0.01568988, + 0.0066635106, + 0.0076074037, + 0.048207313, + 0.021190714, + -0.025103807, + 0.013314519, + 0.0468071, + 0.00040943708, + -0.017915217, + -0.015002275, + 0.0029660747, + -0.018740343, + -0.00048249506, + -0.009026369, + -0.005750872, + 0.009126384, + 0.008951358, + -0.007888696, + 0.015939917, + -0.04978255, + 0.00629783, + 0.018215263, + -0.02070314, + 0.016277468, + -0.0060384157, + -0.013677075, + 0.013277014, + 0.020453101, + -0.008213745, + 0.010926657, + -0.0025691397, + -0.034980305, + -0.02980452, + -0.016777545, + -0.010039022, + 0.026754057, + 0.013227006, + -0.030154573, + -0.0027144742, + -0.01272693, + 0.02082816, + -0.0034255194, + -0.027204126, + -0.022328386, + 0.011501744, + -0.0026066452, + -0.0061478075, + 0.004641329, + 0.018465301, + -0.018202761, + 0.026353996, + -0.00890135, + 0.01832778, + -0.045456894, + -0.01707759, + -0.0042881505, + -0.015039781, + -0.020215565, + 0.020890668, + 0.0151648, + -0.008463783, + 0.009188893, + -0.00016838491, + 0.053058047, + -0.038805887, + 0.024166165, + -0.00280355, + -0.016677529, + 0.018040236, + 0.022865968, + 0.04048114, + -0.012914458, + 0.01872784, + -0.055558424, + -0.036580548, + -0.015127294, + 0.023841117, + -0.0028082384, + 0.0024394325, + 0.009238902, + 0.0010509406, + -0.041906357, + 0.039606005, + -0.0064759823, + 0.062009405, + 0.0028598087, + -0.0050945226, + -0.025728902, + -0.04273148, + -0.05260798, + 0.017265119, + 0.01819026, + 0.0060977996, + 0.031729814, + 0.011220451, + 0.017727688, + -0.024566226, + 0.04538188, + 0.004919496, + 0.016602518, + 0.010039022, + -0.025903929, + -0.0045006825, + -0.008001214, + 0.020003034, + 0.01542734, + 0.030679652, + 0.009838992, + -0.010951661, + -0.057458714, + 0.00909513, + 0.028229281, + -0.0016908814, + -0.015839903, + 0.006632256, + 0.0019768623, + -0.0415313, + -0.048257317, + -0.034655254, + 0.0041287513, + 0.005860264, + -0.013702078, + -0.0087950835, + -0.07721171, + -0.0047444697, + 0.0108016385, + -0.0052914275, + 0.012289364, + 0.0025925806, + 0.031729814, + -0.030354604, + 0.0069260504, + -0.041756332, + -0.009588954, + 0.0044006673, + -0.024778757, + -0.03145477, + 0.002156577, + 0.015027279, + 0.014302169, + 0.009863996, + 0.015477347, + -0.040856197, + 0.042556453, + 0.019865513, + -0.0014095887, + 0.019803002, + -0.01859032, + -0.033830132, + 0.008882597, + -0.015314823, + 0.014539705, + -0.045506902, + -0.012508147, + 0.022265878, + -0.0145272035, + -0.0024566227, + 0.005963404, + 0.0025691397, + -0.021215718, + -0.012295615, + 0.042931512, + 0.009182642, + 0.0009915567, + -0.005222667, + -0.008482536, + 0.035305355, + 0.022178363, + -0.003137976, + -0.03638052, + 0.0038693368, + 0.010120285, + 0.03553039, + -0.0066572595, + -0.020990683, + 0.03355509, + -0.034530237, + 0.015339826, + -0.022040842, + -0.006138431, + 0.0027551053, + -0.02030308, + -0.010832893, + -0.031729814, + -0.019652981, + 0.022315884, + -0.00044108252, + -0.0448568, + -0.053308085, + 0.009876498, + 0.019227916, + -0.013114489, + -0.0050788955, + -0.008601304, + -0.052407946, + -0.071510844, + -0.032604944, + 0.004181884, + -0.023991138, + -0.008113731, + -0.0019393567, + -0.00086966314, + 0.03673057, + 0.0002406615, + 0.01628997, + 0.05215791, + -0.029554483, + -0.023553573, + -0.012208101, + 0.0316548, + -0.036880594, + 0.031929843, + -0.035555393, + -0.0020878166, + -0.021028189, + -0.022315884, + 0.02551637, + 0.039881047, + 0.02189082, + -0.027404156, + -0.009326414, + 0.0065509933, + 0.0066510085, + -0.00968897, + -0.02269094, + -0.019690486, + -0.01774019, + 0.019615475, + -0.0055289636, + -0.0047507207, + -0.004000607, + 0.011889303, + -0.015377332, + 0.023616081, + -0.031879835, + 0.0008477848, + -0.034105174, + 0.006157184, + -0.013126991, + 0.05043265, + 0.019502958, + 0.018702837, + 0.034505233, + 0.0019237292, + -0.04848235, + 0.017227612, + 0.019928021, + 0.016640024, + -0.018615324, + -0.011970566, + 0.01740264, + -0.012414383, + 0.011864299, + 0.023153512, + 0.028104262, + -0.021803306, + 0.026729053, + -0.0030223334, + 0.023753602, + 0.015289819, + 0.008782582, + -0.02030308, + 0.045356877, + 0.0106641175, + -0.030804671, + 0.020178061, + -0.018815354, + 0.032279894, + 0.010101532, + -0.011770535, + 0.011876801, + 0.007351115, + 0.05975906, + 0.010420331, + 0.02321602, + 0.03528035, + 0.020890668, + 0.045156848, + 0.026379, + -0.010007768, + 0.0053445604, + -0.031354755, + -0.04410669, + -0.038930904, + 0.026278986, + 0.030804671, + -0.018902866, + -3.8555652e-05, + -0.00042154832, + 0.0096514635, + -0.013677075, + 0.0031504778, + -0.017452646, + 0.028754361, + -0.016277468, + 0.014839751, + -0.0051132753, + -0.027879229, + 0.010757881, + -0.019602973, + -0.01443969, + 0.013464542, + 0.053208068, + 0.00962646, + -0.029179426, + -0.009201395, + 0.025753906, + 0.00745113, + -0.0303296, + -0.032529935, + 0.019127902, + 0.015864907, + 0.0382308, + -0.0023550447, + 0.0090888785, + -0.029454468, + 0.028654346, + -0.0013087923, + -0.013389531, + -0.041056227, + -0.009588954, + -0.011076679, + -0.01595242, + -0.016502503, + 0.012476892, + 0.008257503, + 0.022303382, + 0.018540312, + -0.061359305, + 0.0048694885, + -0.006185313, + -0.0057414956, + 0.002697284, + -0.04080619, + 0.011676771, + 0.012189348, + -0.03790575, + -0.0049351235, + -0.022103352, + -0.029504474, + 0.0092326505, + -0.013026976, + 0.030354604, + -0.008138734, + 0.0030410863, + 0.017877711, + 0.0178027, + -0.0356054, + 0.030354604, + 0.021403246, + -0.03790575, + -0.016915066, + -0.012370626, + -0.025091305, + 0.0005832916, + -0.007219845, + 0.004181884, + 0.0015244499, + 0.007719921, + 0.035830434, + 0.0047632223, + -0.038455833, + 0.021940827, + -0.020290578, + -0.016252466, + -0.014327173, + 0.016377484, + 0.017827705, + 0.02380361, + 0.020628128, + 0.015464845, + 0.036430527, + -0.0068322862, + 0.026929084, + 0.017440146, + 0.040931206, + 0.015139796, + -0.0250538, + -0.004331907, + -0.001250971, + 0.018740343, + -0.021278227, + -0.010032771, + -0.028379304, + 0.007088575, + 0.0051445304, + 0.041556302, + -0.01463972, + 0.008788832, + -0.010832893, + -0.033055015, + 0.028904384, + -0.014477195, + -0.009451433, + -0.0069197994, + 0.048507355, + -0.0342802, + 0.0089388555, + -0.0017252617, + 0.004997633, + -0.019752996, + 0.013589561, + 0.008957609, + -0.010832893, + -0.018977879, + -0.018165255, + -0.021390744, + 0.029779516, + 0.014589713, + -0.012826946, + 0.004510059, + -0.039480988, + -0.017977726, + -0.019940523, + -0.012170596, + -0.03923095, + 0.035755422, + -0.018690335, + -0.009051372, + -0.027004095, + 0.030479623, + 0.0002170251, + 0.00095092546, + -0.00095092546, + 0.0040349867, + -0.02855433, + 0.0049413745, + 0.032154877, + -0.0032754967, + 0.017427644, + -0.007826187, + -0.015552359, + -0.011051676, + 0.0421814, + 0.014302169, + -0.0029504474, + 0.00850754, + -0.023303535, + -0.02202834, + -0.0054945834, + -0.019702988, + 0.021978334, + 0.016464997, + -0.010870399, + 0.015852405, + -0.00890135, + 0.005103899, + 0.027479168, + -0.02340355, + 0.01463972, + 0.00823875, + 0.008182491, + 0.008663814, + 0.017090091, + 0.01113919, + 0.027629191, + 0.024953784, + 0.008970111, + -0.026053952, + -0.002001866, + -0.002222212, + 0.0034067666, + 0.00046061672, + -0.0056164768, + 0.005478956, + 0.020353086, + 0.0014697541, + 0.047882263, + 0.0062665753, + -0.0090826275, + -0.006969807, + 0.01062036, + -0.009782733, + 0.022440903, + -0.0037880745, + -0.028604338, + -0.03152978, + -0.0050413897, + -0.010389076, + -0.013702078, + -0.013101987, + -0.02254092, + 0.021965832, + -0.0031145348, + -0.0058196327, + 0.0058915187, + 0.020215565, + -0.009326414, + -0.03975603, + -0.040006068, + 0.017302625, + 0.0038599605, + -0.0053508114, + 0.026954088, + -0.015102291, + -0.028029252, + 0.01892787, + -0.0061884387, + -0.04338158, + 0.011414231, + -0.0035067818, + 0.029579487, + -0.0033661355, + 0.032604944, + -0.0171401, + -0.002953573, + 0.004003732, + 0.018477803, + -0.008126233, + 0.0073761186, + 0.007313609, + -0.012964467, + -0.017440146, + -0.03137976, + 0.017327627, + -0.040781185, + -0.03858085, + -0.03152978, + 0.0342802, + 0.026328994, + 0.019090395, + 0.010720376, + -0.017090091, + -0.0051976633, + 0.048632376, + 0.024916278, + -0.0049726292, + 0.01595242, + 0.0068322862, + -0.0038162037, + 0.005810256, + -0.0283543, + -0.005432074, + -0.040256105, + 0.013101987, + 0.0024503716, + 0.0045350627, + -0.025466362, + 0.027054103, + -0.0019643605, + 0.02169079, + 0.010101532, + 0.006100925, + 0.011858049, + 0.033205036, + 0.06250948, + 0.00771367, + -0.007232347, + 0.0027379151, + 0.01814025, + -0.028579334, + -0.024416203, + 0.013589561, + -0.023065997, + -0.02004054, + 0.0025910179, + 0.029779516, + 0.017702686, + -0.0002750417, + -0.00032075177, + 0.0039787283, + 0.00045553784, + 0.015114793, + 0.006225944, + -0.0061540585, + -0.0047569713, + 0.04095621, + -0.0019924897, + 0.014414686, + -0.060159124, + -0.005769625, + -0.019552965, + 0.011101684, + 0.03895591, + 0.024191169, + -0.012939462, + 0.050607674, + -0.029779516, + -0.0032661203, + 0.0015080412, + 0.014139645, + -0.062359456, + 0.005841511, + 0.009920254, + -0.00073643983, + -0.013039477, + -0.0069197994, + -0.0037380669, + -0.010345319, + -0.0051257773, + -0.033655103, + 0.008395024, + -0.00863881, + 0.008144985, + -0.01852781, + 0.00063447125, + 0.010001517, + -0.019690486, + 0.015002275, + 0.03040461, + -0.015739888, + 0.015564861, + 0.022065846, + 0.044681776, + -0.030354604, + 0.017165104, + 0.009970262, + -0.021253223, + 0.0080762245, + 0.009407677, + -0.029704506, + -0.02097818, + -0.005432074, + -0.0033505082, + 0.049282473, + -0.020065542, + 0.025128812, + -0.030104566, + -0.026253982, + 0.009976513, + 0.0074698827, + 0.001363488, + -0.010095281, + -0.026253982, + 0.029004399, + -0.023828615, + 0.0006942459, + 0.018215263, + 0.021190714, + 0.00035024842, + 0.007932453, + -0.010757881, + -0.0071885902, + 0.0133770285, + 0.029179426, + -0.028529327, + -0.02880437, + 0.0042568957, + -0.02221587, + -0.000244373, + -0.0047913515, + 0.0025285084, + -0.023591077, + 0.004016234, + -0.0067947805, + 0.01964048, + 0.03290499, + -0.011220451, + 0.0224284, + 0.013126991, + 0.018777847, + -0.05790878, + 0.034930296, + -0.0027222878, + 0.05215791, + 0.015677378, + -0.021990836, + 0.026078954, + -0.020553118, + -0.010526597, + 0.0013978683, + 0.0036693064, + -0.0011947125, + -0.0046444545, + -0.026629038, + 0.0061353054, + 0.0015603929, + 0.017152602, + -0.020428099, + -0.008313761, + -0.055358395, + -0.006500986, + 0.010239053, + -0.028379304, + -0.0076386584, + 0.028179273, + -0.005907146, + -0.011095433, + 0.0063665905, + 0.06410972, + -0.016114945, + 0.017002579, + -0.021378241, + 0.006469731, + 0.015964922, + 0.017827705, + 0.012314368, + -0.0051914123, + 0.0037411924, + 0.041381277, + 0.002798862, + 0.015214807, + 0.010507843, + -0.047307175, + 0.012739432, + 0.0073011075, + -0.0349553, + 0.01173928, + -0.015127294, + 0.033505082, + 0.0044944314, + 0.0044475496, + -6.95418e-05, + -0.0066572595, + -0.019290425, + -0.010239053, + -0.0032098617, + -0.05550842, + -0.00520704, + 0.0244037, + -0.00093842356, + 0.00336301, + 0.0037005611, + -0.0021518888, + 0.03488029, + 0.031554785, + -0.016302472, + -0.012695676, + 0.0077449246, + -0.0023316036, + -0.011889303, + 0.012151843, + 0.0126644205, + -0.05480831, + -0.024953784, + -0.001238469, + -0.025303837, + -0.007132332, + 0.0283543, + -0.0054226974, + -0.0044850553, + 0.009307662, + -0.015727386, + 0.004306903, + 0.008301259, + -0.01595242, + -0.026529023, + -0.038880896, + -0.007951206, + -0.023378545, + -0.024828766, + -0.046106994, + -0.056158517, + 0.0080762245, + 0.014289667, + -0.00033071422, + -0.019665483, + 0.040306114, + -0.0105203455, + 0.01365207, + 0.057658743, + -0.02670405, + -0.0029863904, + -0.004272523, + -0.008757578, + 0.03040461, + -0.00040513958, + 0.010432832, + -0.004000607, + 0.037430678, + -0.018465301, + -0.015814899, + -0.0042287665, + -0.012289364, + 0.018465301, + 0.01048909, + -0.0028738733, + 0.025403854, + -0.025328841, + -0.030754665, + 0.002686345, + 0.012764436, + 0.005650857, + -0.012670672, + -0.006072796, + -0.055308387, + -0.030654648, + -0.014927264, + -0.0059571536, + 0.0032879987, + -0.0073761186, + -0.008207494, + 0.027204126, + 0.029229432, + -0.014427188, + -0.011951813, + -0.00043834772, + -0.0006270482, + 0.06435976, + -0.014402185, + 0.017490152, + -0.0015650811, + 0.02519132, + -0.005728994, + 0.010026521, + 0.01200182, + 0.056958638, + -0.0015978985, + -0.00982024, + -0.025578879, + 0.0055227126, + -0.0068822936, + 0.0055445908, + -0.009526445, + -0.018340282, + -0.025416354, + 0.0087950835, + 0.038005766, + -0.0010235928, + 0.0036286754, + -0.03217988, + 0.031479776, + 0.008913852, + -0.023841117, + 0.022365892, + 0.017827705, + -0.013352025, + -0.025728902, + -0.0043819146, + -0.018227765, + 0.011076679, + 0.013477044, + -0.014414686, + -0.009370171, + -0.033080015, + -0.0030379607, + -0.0053195567, + 0.0054570776, + 0.007176088, + 0.017965226, + -0.0038068274, + -0.001280663, + -0.011120437, + -0.009370171, + -0.033180032, + -0.0069260504, + -0.019440448, + -0.0421814, + 0.0029879531, + -0.007994963, + 0.014977272, + 0.012733181, + 0.0077386736, + -0.032204885, + -0.010157791, + -0.024366196, + 0.014402185, + 0.0046069487, + -0.020453101, + -0.010645364, + 0.014064633, + -0.016852556, + 0.018227765, + 0.0050413897, + 0.029604489, + -0.042956516, + -0.0021581398, + -0.0053695645, + -0.0150897885, + 0.008445031, + 0.002294098, + -0.026353996, + 0.02735415, + -0.009788984, + 0.009582703, + -0.025441358, + 0.032529935, + 0.0015846153, + 0.033055015, + -0.0035442875, + -0.009751479, + 0.036030464, + -0.0106578665, + 0.015939917, + 0.043731634, + -0.015714884, + -0.01826527, + 0.011039174, + -0.008601304, + 0.044406734, + -0.00026957213, + -0.0071885902, + 0.0032286146, + 0.027904231, + -0.048507355, + -0.013339523, + 0.014864754, + 0.00078683806, + 0.00062900165, + -0.0012204977, + 0.0010360946, + 0.008695069, + -0.017102594, + -0.0035630404, + -0.02354107, + 0.005141405, + 0.01774019, + 0.04495682, + -0.0031285994, + -0.01937794, + 0.022490911, + 0.033205036, + 0.006982309, + 0.018877864, + -0.047682233, + -0.023516066, + -0.011151691, + 0.041381277, + -0.005810256, + -0.043606613, + -0.016715035, + -0.011570505, + -0.0013814595, + 0.0031661051, + -0.033605095, + -0.03738067, + 0.02202834, + 1.6335485e-05, + -0.007807434, + -0.009601456, + -0.031104717, + -0.048057288, + -0.026103958, + -0.029104413, + -0.05550842, + 0.01971549, + 0.0021159458, + -0.013752086, + 0.009326414, + 0.014914762, + 0.0031504778, + 0.01002027, + -0.020353086, + -0.017977726 + ] + }, + { + "object": "embedding", + "index": 1, + "embedding": [ + 0.0016487965, + -0.034404144, + -0.0073315105, + -0.038644362, + -0.01656731, + 0.013063419, + 0.03709554, + 0.028488155, + 0.014510678, + 0.00030825668, + 0.0036752766, + -0.039761543, + -0.016021414, + -0.028945185, + -0.039837714, + 0.016706958, + -0.014840755, + -0.0061318087, + -0.013533143, + -0.0022502341, + -0.020947173, + -0.037933428, + 0.002612049, + 0.064238, + 0.006811005, + -0.03422641, + -0.0093690995, + 0.039786935, + 0.01678313, + -0.022077052, + -0.01852238, + -0.04405254, + 0.027091678, + -0.035242032, + 0.0027977172, + 0.071550466, + 0.002629505, + 0.015729424, + -0.035191253, + -0.002869128, + 0.01273969, + -0.036435388, + -0.02625379, + 0.0005324073, + 0.0027881956, + 0.033921726, + -0.009934038, + 0.012155708, + 0.018763589, + 0.0025485728, + -0.060023174, + -0.014510678, + -0.0038879223, + 0.04600761, + -0.025403209, + -0.0026326787, + -0.011895455, + 0.038390454, + -0.018458903, + -0.02922448, + 0.051111102, + -0.023054587, + -0.03704476, + -0.026076056, + -0.0031674665, + 0.009165975, + -0.019779209, + 0.045322064, + -0.004179913, + 0.019474523, + 0.051593523, + 0.00618259, + -0.03120494, + 0.009077108, + -0.007636197, + 0.006811005, + 0.014396421, + 0.0050558858, + 0.019525304, + -0.029529167, + -0.043290824, + 0.018738199, + -0.040853336, + -0.025390513, + -0.024501845, + 0.010968702, + -0.067487985, + -0.0113749495, + -0.008131312, + 0.0009513508, + -0.036460776, + -0.051796645, + -0.041361146, + -0.03597836, + 0.023702044, + 0.01937296, + -0.018382732, + -0.05489429, + -0.028081907, + 0.012676214, + 0.01859855, + 0.020883696, + -0.03275376, + 0.019246008, + 0.00484324, + -0.021696193, + 0.0144091165, + -0.015932547, + -0.03915217, + -0.034531098, + -0.06830048, + -0.0065761427, + -0.0060397685, + 0.01750676, + 0.06901141, + -0.009711871, + 0.000213439, + 0.0027739136, + -0.012657171, + -0.028970575, + -0.014193296, + -0.022394432, + 0.052710705, + 0.016605396, + -0.038644362, + -0.053320076, + -0.04349395, + -0.073886395, + -0.06489815, + 0.022953024, + 0.020236239, + -0.019779209, + 0.03620687, + 0.050857197, + -0.061241917, + -0.0036943196, + -0.08013246, + 0.016288014, + -0.0029326042, + -0.004271954, + -0.015742118, + -0.069062196, + 0.009737262, + -0.012314399, + -0.019322181, + -0.020642487, + -0.020299716, + 0.036740072, + -0.0005189186, + 0.007223601, + -0.04996853, + -0.01862394, + -0.059109114, + 0.056265377, + -0.03965998, + -0.025999885, + -0.03717171, + -0.005138405, + 0.01214936, + 0.0070585627, + -0.021683497, + -0.0019487218, + 0.029630728, + -0.014523374, + 0.0053510508, + 0.011311473, + 0.024870008, + -0.00805514, + -0.037933428, + -0.07469889, + 0.0036974933, + -0.031001816, + -0.07058562, + -0.0048591094, + -0.005668432, + -0.0061921114, + 0.013241152, + -0.057839587, + -0.013012638, + 0.016211843, + 0.016516529, + 0.019322181, + 0.035242032, + -0.005509741, + -0.03508969, + 0.04506816, + 0.013926696, + 0.038949046, + 0.021683497, + 0.01089253, + 0.02269912, + 0.032296732, + 0.07789809, + -0.018001873, + 0.016351491, + -0.025733285, + 0.029630728, + -0.01565325, + 0.030620959, + -0.020528229, + 0.017709883, + 0.021175688, + 0.010391068, + -0.0040561343, + 0.03656234, + -0.009032675, + -0.01249848, + -0.04364629, + -0.0005070168, + 0.03153502, + 0.04593144, + 0.020071201, + -0.017760664, + -0.00901998, + -0.03755257, + 0.01734172, + -0.027447145, + 0.0104101105, + 0.030747911, + -0.044814255, + -0.011565379, + 0.036283042, + 0.04009162, + 0.03018932, + -0.007877407, + 0.000717282, + -0.015881766, + 0.01787492, + 0.01153364, + -0.033286963, + 0.011013135, + -0.024082901, + -0.018154217, + -0.044331837, + 0.028056517, + -0.011463816, + -0.0058810776, + 0.02231826, + -0.031433456, + -0.0019201576, + -0.022394432, + -0.040269352, + 0.021645412, + -0.0022454734, + 0.010822706, + 0.011209912, + -0.0039831367, + -0.039076, + 0.062613, + -0.03417563, + -0.018560465, + 0.033490088, + 0.009216757, + 0.004065656, + -0.0420213, + -0.0113686025, + -0.018852456, + 0.044738084, + 0.010397415, + 0.007185515, + 0.006211154, + 0.040294744, + -0.018268473, + 0.03529281, + -0.0064428425, + -0.047404088, + 0.024438368, + -0.0059826397, + 0.019411048, + -0.057991933, + -0.032245953, + -0.013875916, + 0.044255663, + -0.009248494, + -0.060530983, + 0.013939392, + -0.040777165, + -0.006950653, + -0.009788043, + 0.028869014, + -0.014015563, + -0.050171655, + -0.007325163, + 0.012733342, + 0.008848594, + 0.0074330727, + 0.021086821, + -0.035394374, + 0.025327036, + -0.0068363957, + 0.0033071144, + -0.045702923, + 0.04070099, + 0.020782135, + -0.011927194, + 0.0026263313, + 0.046286907, + -0.01432025, + 0.014142516, + -0.013609315, + 0.036359213, + -0.04260528, + 0.025225475, + 0.030747911, + -0.023994034, + 0.03272837, + -0.02823425, + 0.035927575, + 0.027878784, + 0.013545839, + -0.0022073877, + -0.0010394241, + -0.038390454, + 0.024044815, + -0.052050553, + 0.015564385, + 0.026939334, + -0.02349892, + 0.027675658, + -0.057839587, + 0.00055422727, + -0.0049606715, + 0.0016051565, + -0.030443225, + 0.009337361, + -0.004538554, + 0.0041767396, + -0.035851404, + 0.019385656, + 0.038238112, + -0.021150297, + 0.00856295, + 0.040853336, + -0.016694263, + 0.0065634474, + -0.014663021, + 0.0026755254, + -0.03448032, + 0.020782135, + 0.0053986576, + -0.06682783, + -0.021683497, + 0.0380096, + -0.032449074, + 0.0038657056, + 0.01758293, + 0.0051479265, + 0.021873927, + 0.039177563, + 0.014536069, + 0.0098896045, + -0.0043925587, + -0.008766075, + -0.01753215, + 0.05738256, + -0.07490201, + -0.0038847486, + -0.0013821961, + -0.0029786245, + -0.0117431125, + 0.032372903, + -0.00074624305, + -0.015640557, + 0.05494507, + -0.00426878, + -0.0355975, + -0.025568247, + 0.047810335, + -0.010568801, + -0.034988128, + -0.024654187, + 0.042960748, + 0.015589775, + 0.026025277, + -0.0256952, + 0.037349444, + -0.028310422, + 0.022127831, + 0.049308375, + 0.035318203, + 0.037730303, + -0.044230275, + -0.053218514, + -0.039888497, + -0.01161616, + 0.021099517, + -0.034429535, + -0.0057128654, + 0.0026675907, + 0.019525304, + 0.00056493893, + -0.023295796, + 0.0015392998, + -0.0029119744, + 0.016453052, + 0.041183412, + 0.053624764, + 0.0023105368, + 0.026812382, + -0.009273885, + 0.024666883, + -0.054741945, + -0.018700114, + 0.0026993288, + 0.0063761924, + 0.014840755, + 0.0069570006, + -0.007845668, + 0.049562283, + 0.02125186, + -0.00065459916, + 0.027447145, + 0.038415845, + -0.039177563, + -0.0057128654, + 0.04004084, + 0.026533086, + -0.03712093, + 0.01509466, + 0.06880829, + -0.043240044, + -0.04806424, + -0.03846663, + -0.017494064, + 0.026101448, + 0.0043290826, + 0.03912678, + 0.0038561842, + -0.0127016045, + -0.030290881, + -0.044788864, + -0.01809074, + 0.051314227, + 0.0131522855, + -0.035775233, + -0.047784947, + 0.016935471, + 0.031941265, + -0.036486167, + -0.024870008, + 0.0067919623, + 0.017913006, + -0.051593523, + -0.011114697, + -0.009235799, + -0.0006077854, + -0.026101448, + 0.008766075, + -0.010124467, + -0.0041005677, + -0.029859243, + -0.06535518, + 0.00059985084, + -0.026660038, + 0.0021597806, + -0.03417563, + -0.018484294, + 0.0026945681, + 0.058296617, + -0.0017979657, + 0.002323232, + -0.070077814, + -0.05012087, + 0.0056843013, + 0.07292155, + -0.0034277192, + -0.022864157, + 0.031433456, + 0.042681452, + -0.013063419, + 0.0009743609, + 0.044433396, + -0.029579947, + 0.02074405, + 0.032702982, + -0.0020375887, + 0.023752825, + -0.021162992, + 0.010340286, + -0.008467736, + -0.017494064, + 0.015615165, + -0.045575973, + -0.016745044, + -0.035343595, + 0.11943697, + -0.0291737, + -0.017671797, + 5.63352e-05, + -0.02721863, + -0.018776285, + -0.0033610691, + -0.031357285, + -0.014091735, + 0.025796762, + -0.017176682, + 0.00730612, + -0.084753536, + 0.008683556, + -0.032626808, + -0.0061381566, + 0.009826128, + 0.0057446035, + 0.035267424, + 0.04344317, + -0.0038307935, + -0.022978414, + 0.01584368, + -0.000121695935, + -0.0071410816, + 0.013901306, + -0.011755807, + 0.008791465, + -0.023321187, + -0.020629792, + 0.010968702, + -0.006109592, + 0.035800625, + 0.022394432, + -0.058245838, + 0.004408428, + -0.017290939, + -0.006620576, + -0.03564828, + -0.005858861, + -0.01273969, + 0.001544854, + -0.025200084, + -0.021404203, + -0.027015505, + -0.01910636, + -0.019322181, + 0.033033058, + -0.03912678, + -0.027421754, + -0.01565325, + -0.0032230082, + 0.015475518, + 0.031839702, + -0.00853756, + 0.030087758, + 0.008061488, + 0.03415024, + -0.021823145, + -0.028792841, + 0.04265606, + 0.006487276, + 0.039863106, + -0.0031119247, + 0.031966656, + 0.033769384, + -0.03356626, + 0.028869014, + -0.010219681, + -0.0068617864, + -0.009477009, + 0.04539824, + -0.022216698, + -0.008290002, + -0.021201078, + 0.031484235, + 0.017163986, + 0.030824082, + 0.033286963, + -0.034581877, + 0.03516586, + 0.017392501, + 0.0032912453, + 0.041868955, + 0.0066142287, + -0.025263561, + -0.0021153472, + 0.020058505, + 0.029097527, + 0.013126895, + -0.0007851223, + -0.03574984, + 0.033388525, + -0.043798637, + -0.029326042, + 0.0035134123, + -0.024628798, + 0.010936963, + 0.02050284, + -0.006046116, + 0.04156427, + 0.023384662, + -0.05357398, + -0.013660096, + 0.011121045, + 0.041056458, + 0.0021454983, + 0.018141521, + -0.010365677, + 0.013304628, + -0.017138597, + 0.05357398, + -0.022559471, + -0.022673728, + 0.010537063, + 0.019246008, + 0.024171768, + 0.0037482744, + -0.00071172783, + 0.044001758, + 0.018573161, + -0.019601475, + 0.016821215, + 0.044661913, + 0.014002868, + -0.016630786, + -0.026964724, + 0.02047745, + -0.00033939976, + 0.005773168, + -0.00915328, + -0.010194291, + -0.0019328528, + 0.015031184, + -0.017722579, + 0.016605396, + -0.034048676, + 0.0101879435, + 0.0107021015, + -0.023346577, + 0.017468672, + 0.00081567024, + -0.017367112, + 0.0019709386, + 0.006899872, + -0.0130761145, + 0.014396421, + 0.017595626, + -0.03765413, + -0.03755257, + -0.009546833, + -0.016072195, + 0.04742948, + 0.006014378, + -0.0256952, + -0.013012638, + -0.018116131, + 0.026380744, + -0.018370036, + -0.043925587, + -0.030849474, + 0.026583867, + 0.0069823912, + -0.01407904, + 0.004233868, + -0.003926008, + -0.033286963, + 0.02250869, + -0.004284649, + 0.013914001, + -0.05844896, + -0.02178506, + -0.007375944, + -0.009711871, + -0.030341662, + 0.007871059, + 0.0074711586, + -0.019626867, + -0.0068871765, + 0.007915492, + 0.05697631, + -0.035572108, + 0.027828002, + -0.0018233563, + -0.0076425443, + 0.0192714, + 0.026837772, + 0.040320136, + -0.0066967476, + 0.0047035925, + -0.04417949, + -0.040447086, + -0.025453988, + 0.015564385, + -0.011489207, + 0.004713114, + 0.009489704, + -0.0057604727, + -0.04115802, + 0.047835726, + -0.011984322, + 0.05794115, + -0.004303692, + -0.0117431125, + -0.028132688, + -0.04359551, + -0.027269412, + 0.016745044, + 0.0036022791, + 0.013253848, + 0.028361203, + 0.0113749495, + 0.019042885, + -0.019855382, + 0.051238056, + 0.0009513508, + 0.020134676, + 0.0008331262, + -0.03112877, + -0.011705027, + -0.0013631532, + 0.021620022, + 0.008645469, + 0.041970517, + 0.0016678394, + -0.0062778043, + -0.055960692, + -0.0017836835, + 0.022864157, + -0.006963348, + -0.015450127, + 0.012803166, + -0.0026072883, + -0.030849474, + -0.04115802, + -0.031941265, + 0.0027358278, + 0.006588838, + -0.0030309926, + -0.010765578, + -0.041056458, + -0.0060397685, + 0.019842686, + 0.005839818, + -0.00015998007, + 0.00060937234, + 0.03470883, + -0.03765413, + 0.0051288838, + -0.030062368, + -0.0022470604, + 0.0038307935, + -0.01905558, + -0.042783014, + 0.011489207, + 0.032017436, + 0.011286083, + -0.00495115, + 0.006525362, + -0.024209853, + 0.037070148, + 0.017430587, + 0.0036340172, + 0.034429535, + -0.014421811, + -0.033286963, + 0.009204061, + -0.018433513, + 0.018179607, + -0.041894346, + -0.01362201, + 0.026964724, + -0.010314896, + 0.011939889, + -0.0026342657, + 0.0142567735, + -0.0129301185, + -0.003229356, + 0.035826012, + 0.0066967476, + -0.008518517, + -0.017913006, + -0.016046803, + 0.034581877, + 0.022292871, + -0.0014075866, + -0.033997897, + 0.0082582645, + -0.0023137105, + 0.04265606, + -0.0038307935, + -0.022369042, + 0.023371967, + -0.026076056, + 0.01798918, + -0.0034880217, + -0.0014702694, + -0.0022740378, + -0.026279181, + -0.012866642, + -0.0380096, + -0.020413972, + 0.029351434, + -0.005395484, + -0.036435388, + -0.049689233, + 0.0060207252, + 0.026279181, + -0.012193793, + 0.005535132, + -0.010683059, + -0.038415845, + -0.08389025, + -0.031103378, + 0.007344206, + -0.013317324, + -0.0037641434, + 0.014955012, + -0.0015734184, + 0.037730303, + 0.00064706133, + 0.017151292, + 0.06088645, + -0.040370915, + -0.042325985, + -0.016351491, + 0.030062368, + -0.016770434, + 0.028869014, + -0.024870008, + -9.4520154e-05, + -0.028107299, + -0.007731411, + 0.03260142, + 0.049816187, + 0.017430587, + -0.052101333, + 0.0033452, + 0.0048591094, + 0.00016434406, + -0.0045702923, + -0.0238163, + -0.018941322, + -0.01806535, + 0.02403212, + -0.008708946, + -0.0069760433, + -0.007191863, + 0.01934757, + -0.012860294, + 0.029376823, + -0.023752825, + 0.013406191, + -0.044839647, + -0.0063888878, + -0.015564385, + 0.0500447, + 0.02101065, + 0.0061667208, + 0.010105425, + 0.0055383057, + -0.050730243, + 0.017722579, + 0.021912012, + 0.015043879, + -0.023625873, + -0.0067030955, + 0.0133808, + 0.009546833, + 0.00624924, + 0.035876796, + 0.027142458, + -0.012073189, + 0.026482305, + -0.012022408, + 0.01859855, + 0.01753215, + 0.009743609, + -0.020134676, + 0.029986195, + 0.0020407625, + -0.022013575, + 0.019868076, + -0.024704969, + 0.044712692, + 0.0056557367, + -0.011317821, + 0.0053193127, + 0.016224537, + 0.046109173, + 0.016656177, + 0.028437374, + 0.03861897, + 0.031890485, + 0.021074126, + 0.031027207, + -0.013469667, + 0.00019499121, + -0.03448032, + -0.037730303, + -0.030976426, + 0.021467678, + 0.041437317, + -0.021543851, + 0.001450433, + 0.009254842, + 0.014459897, + -0.009781695, + 0.0022899068, + -0.02770105, + 0.031890485, + -0.012162056, + 0.035800625, + -0.0024327284, + -0.03618148, + 0.004367168, + -0.021239163, + -0.017722579, + 0.0038276198, + 0.05045095, + 0.01014351, + -0.034074068, + -0.01581829, + 0.03257603, + -0.0029405388, + -0.017887617, + -0.022927633, + 0.023219625, + 0.0171259, + 0.034277193, + -0.0076933256, + 0.007839321, + -0.016935471, + 0.03171275, + 0.003449936, + -0.006595186, + -0.03618148, + 0.011997017, + -0.015589775, + -0.0028643673, + -0.014447202, + 0.025568247, + -0.0059064683, + 0.025085827, + 0.032423686, + -0.050806418, + 0.0053351815, + -0.0045861616, + 0.00040446295, + -0.0028056516, + -0.027548706, + 0.02047745, + 0.010733839, + -0.04062482, + 0.0094452705, + -0.018166913, + -0.0131142, + 0.0046083783, + -0.013101505, + 0.01335541, + -0.019512609, + -0.00056057493, + 0.019423742, + 0.016021414, + -0.027497925, + 0.03227134, + 0.016643481, + -0.021607326, + -0.013926696, + -0.0059191636, + -0.018738199, + 6.0649603e-05, + -0.027878784, + 0.01164155, + 0.0048622834, + 0.007763149, + 0.023828996, + 0.01828117, + -0.037476398, + 0.018166913, + -0.0061857635, + -0.017062426, + -0.032982275, + 0.015208918, + 0.008791465, + 0.027980346, + 0.024844617, + 0.007820278, + 0.033337742, + 0.001459161, + 0.03521664, + 0.01640227, + 0.03567367, + 0.017836835, + -0.019703038, + 0.012136665, + 0.0056620846, + 0.017354416, + -0.0046528117, + -0.013038028, + -0.012911076, + 0.015361261, + 0.003005602, + 0.03552133, + -0.027751831, + 0.004932107, + -0.0069252625, + -0.025619028, + 0.018649332, + -0.024958875, + -0.00064666464, + -0.0033452, + 0.04654081, + -0.03915217, + 0.0052336194, + -0.0024882702, + 0.00068554387, + -0.027320191, + 0.020883696, + -0.006747529, + -0.015957937, + -0.013164981, + -0.0044465135, + -0.0013330019, + 0.026304571, + 0.0067538763, + -0.01683391, + -0.0019058754, + -0.028488155, + -0.0125556085, + -0.018116131, + -0.009077108, + -0.041894346, + 0.05095876, + -0.024552627, + -0.014764584, + -0.034581877, + 0.012104927, + -0.0022296044, + -0.001861442, + 0.0009926104, + 0.0028786494, + -0.02132803, + 0.017138597, + 0.023575092, + -0.0065634474, + 0.02815808, + -0.0124096135, + -0.010810011, + -0.025631722, + 0.043290824, + 0.008664513, + -0.0052748793, + 0.026736211, + -0.025428599, + -0.028107299, + -0.0071791676, + -0.021188384, + 0.017633712, + 0.029478386, + -0.019931553, + 0.023537006, + -0.018763589, + -0.0047353306, + 0.028970575, + -0.014866145, + 0.01432025, + -0.003738753, + -0.000119414755, + 0.011330516, + 0.021645412, + 0.01760832, + 0.025098521, + 0.03671468, + 0.01611028, + -0.015513604, + 0.0020915435, + 0.001271906, + -0.005154274, + -0.014002868, + 0.0017186203, + 0.0016789477, + 0.019664953, + -0.00519236, + 0.038847484, + 0.01437103, + -0.013748962, + -0.009895952, + 0.012612738, + 0.00014540036, + 0.017024338, + -0.008962851, + -0.025149303, + -0.028792841, + -0.007261687, + -0.017722579, + -0.015589775, + -0.022749899, + -0.023270406, + 0.02598719, + -0.00033344884, + -0.0092231035, + 0.005344703, + 0.022191308, + -0.0065634474, + -0.034505706, + -0.042783014, + 0.020997955, + 0.0065507526, + 0.013304628, + 0.015437432, + -0.03422641, + -0.026634648, + 0.017138597, + -0.0052748793, + -0.04207208, + 0.009102499, + 0.004316387, + 0.03521664, + 0.0016583179, + 0.02975768, + -0.016478444, + -0.0033452, + 0.00011078595, + 0.007052215, + -0.012028756, + 0.01260639, + 0.015234307, + -0.013545839, + -0.01825578, + -0.026609257, + 0.017722579, + -0.036841635, + -0.0465662, + -0.02453993, + 0.035115078, + 0.026431523, + 0.013748962, + 0.0023422749, + -0.027370973, + -0.014193296, + 0.054589603, + 0.03470883, + -0.003070665, + 0.024095597, + 0.0076806303, + -0.00941988, + 0.008569298, + -0.0122636175, + -0.0066840528, + -0.047404088, + 0.014675717, + 0.001014827, + -0.00041973693, + -0.02125186, + 0.012784123, + 0.0054240483, + 0.019233314, + 0.0089247655, + 0.009718219, + 0.0020185458, + 0.019576086, + 0.067589544, + -0.00072839035, + -0.010638625, + 0.008442346, + 0.022495994, + -0.018585855, + -0.033972505, + 0.015742118, + -0.030747911, + -0.02127725, + -0.00034971465, + 0.032474466, + 0.013736268, + -0.010886182, + -0.008664513, + 0.018052654, + 0.002646961, + 0.028310422, + 0.011095654, + -0.0019122231, + -0.012003365, + 0.027548706, + -0.002253408, + 0.021556545, + -0.05479273, + 0.0072489916, + -0.012790471, + 0.015780203, + 0.045118943, + 0.030392444, + -0.021213774, + 0.052253675, + -0.026329963, + 0.008328089, + 0.0053542242, + 0.022826072, + -0.053624764, + 0.0052653574, + 0.0016115041, + 0.0013250674, + -0.013533143, + -0.002627918, + -0.014840755, + -0.021543851, + -0.011006787, + -0.030595569, + 0.01102583, + -0.0116669405, + 0.008175746, + -0.016275318, + -0.0031642928, + 0.031484235, + -0.0072362963, + 0.016554615, + 0.034911957, + -0.012600042, + -0.0009450032, + 0.021556545, + 0.034734223, + -0.029300652, + 0.009934038, + 0.012250923, + -0.028005736, + -0.00057208, + 0.008651817, + -0.030849474, + -0.010340286, + -0.0050812764, + -0.010994093, + 0.030773303, + -0.006398409, + 0.017189378, + -0.018217694, + -0.042427547, + 0.009165975, + 0.01557708, + 0.0047226353, + -0.017405197, + -0.03910139, + 0.03163658, + -0.018776285, + 0.0056969966, + 0.026279181, + 0.015208918, + 0.005071755, + 0.0053669196, + 0.007102996, + -0.01753215, + 0.012523871, + 0.027853392, + -0.03305845, + -0.035368986, + 0.006830048, + -0.029554557, + 0.011279736, + -0.002013785, + 0.0070839534, + -0.02084561, + -0.0015527885, + -0.0039545726, + 0.0235497, + 0.02456532, + -0.021835841, + 0.021048736, + 0.00968648, + 0.020655183, + -0.06428878, + 0.037349444, + 0.0038212722, + 0.055656005, + 0.013330019, + -0.027624879, + 0.04108185, + -0.024222549, + -0.012733342, + 0.01241596, + 0.001553582, + 0.010670363, + -0.011209912, + -0.022851462, + 0.0006696748, + -0.0029849722, + 0.011559031, + -0.015488213, + -0.0024771618, + -0.052761488, + -0.017202072, + 0.015158136, + -0.021556545, + 0.00087676616, + 0.023003805, + 0.0035261074, + -0.021581937, + 0.009165975, + 0.05890599, + -0.00587473, + 0.018928627, + -0.025466684, + 0.007096648, + 0.014815364, + 0.0087787695, + 0.010080034, + 0.00880416, + 0.015450127, + 0.035394374, + 0.010962354, + 0.0015916678, + 0.01731633, + -0.031484235, + 0.0198046, + 0.0026707647, + -0.031357285, + 0.0062524136, + -0.016973559, + 0.016745044, + -0.0032166606, + -0.00070974417, + 0.002884997, + -0.0110004395, + -0.015780203, + -0.0012354072, + 0.0015821464, + -0.04204669, + -0.0038530102, + 0.0190048, + 0.0024549451, + 0.0040180488, + -0.006506319, + -0.019423742, + 0.021823145, + 0.027929565, + -0.017887617, + -0.0036276695, + 0.023168843, + 0.010359329, + -0.0023105368, + 0.012143013, + 0.03615609, + -0.054183356, + -0.0039513987, + -0.0009822955, + -0.02130264, + -0.025872933, + 0.03521664, + 0.0018027264, + -0.0015900809, + 0.0111527825, + -0.01881437, + -0.00084502803, + 0.0045353803, + -0.009603961, + -0.021772364, + -0.03701937, + -0.0020772615, + -0.023384662, + -0.0112226065, + -0.045169722, + -0.03816194, + -0.0061540254, + 0.024793835, + -0.0025739633, + -0.027142458, + 0.029046748, + -0.0042084777, + 0.009661091, + 0.060073953, + -0.016706958, + -0.005065407, + -0.0034721526, + -0.013279239, + 0.026634648, + -0.0050463644, + 0.0057604727, + -0.009788043, + 0.0366639, + -0.036917806, + -0.0053669196, + -0.0095976135, + -0.008245569, + 0.029808462, + 0.02325771, + -0.019614171, + 0.024400283, + -0.017252853, + -0.030417835, + 0.016605396, + 0.013583925, + 0.004913064, + -0.014231383, + 0.0044655567, + -0.0543357, + -0.026660038, + -0.014244078, + -0.0004978921, + 0.0051193624, + -0.011425731, + -0.013291934, + 0.021746974, + 0.025580943, + -0.0033515478, + -0.016948167, + 0.0013814026, + 0.0024295547, + 0.072566085, + -0.0012076363, + 0.023486225, + -0.0060937232, + 0.025047742, + -0.015183527, + 0.0031754011, + 0.0041005677, + 0.060226295, + -0.0033578954, + -0.014358335, + -0.02919909, + 0.009743609, + -0.005005105, + 0.0016297535, + 0.004065656, + -0.015615165, + -0.032702982, + 0.01150825, + 0.043468557, + -0.0120414505, + 0.004300518, + -0.028564326, + 0.03521664, + -0.0017503585, + -0.02772644, + 0.021213774, + 0.016414966, + -0.013164981, + -0.003770491, + -0.022280175, + -0.017786054, + 0.007375944, + 0.0028976924, + -0.0013829895, + -0.0138124395, + -0.02721863, + 0.00389427, + -0.012003365, + -0.006963348, + 0.0029437125, + 0.0056843013, + -0.010441848, + -0.011082959, + 0.0105561055, + -0.010080034, + -0.0267616, + -0.013723573, + -0.020375887, + -0.046286907, + -0.0066967476, + -0.000614133, + 0.047454868, + 0.0036657553, + 0.0021089995, + -0.029986195, + 0.0071664723, + -0.015615165, + 0.02473036, + 0.0071410816, + -0.019626867, + -0.0056589106, + 0.008772423, + -0.023968644, + 0.02823425, + -0.0045861616, + 0.036308434, + -0.053777106, + -0.015120051, + -0.008829551, + -0.017151292, + 0.0073505533, + 0.012289008, + -0.0235497, + 0.0286405, + 0.0036308435, + 0.017329026, + -0.037781082, + 0.022737205, + -0.00071688526, + 0.023955949, + 0.0065634474, + -0.004497295, + 0.035445157, + -0.0096674375, + 0.0106322775, + 0.03950764, + -0.015907157, + -0.015259698, + 0.001443292, + 0.0016805346, + 0.037222493, + 0.005579565, + -0.0031627058, + 0.012117622, + 0.034658052, + -0.053269297, + -0.020147372, + 0.015145441, + 0.0023771867, + 0.0093754465, + 0.0016535572, + -0.0011727243, + -0.004716288, + -0.024743054, + 0.0003374161, + -0.035394374, + 0.0049955836, + 0.0133681055, + 0.044204883, + -0.009997514, + -0.013482362, + 0.014764584, + 0.041056458, + 0.0050178003, + 0.0238163, + -0.03712093, + -0.023778215, + 0.0004241009, + 0.051771257, + -0.0050971457, + -0.03866975, + -0.00730612, + -0.017836835, + 0.00049551175, + 0.0013020573, + -0.033388525, + -0.03958381, + 0.015234307, + 0.0039006176, + -0.008131312, + -0.005754125, + -0.033312354, + -0.04996853, + -0.034861173, + -0.021581937, + -0.049308375, + 0.010790968, + 0.00396092, + -0.011552683, + 0.011628855, + 0.014916927, + 0.0031801618, + 0.006519014, + -0.02379091, + -0.010365677 + ] + }, + { + "object": "embedding", + "index": 2, + "embedding": [ + -0.0009395032, + -0.034558482, + 0.00066574593, + -0.039433744, + -0.0077826413, + -0.0013172089, + 0.03646288, + 0.026077563, + 0.015679548, + -0.015133619, + 0.0016695226, + -0.034355346, + -0.015819203, + -0.032984182, + -0.04349646, + 0.009794956, + -0.01129943, + -0.011673963, + -0.010740807, + -4.6568493e-05, + -0.01611121, + -0.02367802, + 0.007268454, + 0.049971413, + 0.008309525, + -0.023830373, + -0.0013846563, + 0.038595807, + 0.012162758, + -0.027931176, + -0.029276952, + -0.0462134, + 0.012657901, + -0.028819896, + -0.006262297, + 0.073179685, + -0.0032438254, + 0.015298667, + -0.040779516, + -0.010283751, + 0.010252011, + -0.03425378, + -0.023970028, + -0.0027883567, + 0.01228337, + 0.041871373, + -0.011280387, + 0.010639239, + 0.013013389, + 0.011185166, + -0.06408936, + 0.0004681646, + -0.0012870559, + 0.057385873, + -0.026382266, + -0.0038087969, + -0.011762834, + 0.022560773, + -0.0074525457, + -0.02694089, + 0.054643538, + -0.032374773, + -0.03877355, + -0.028058136, + -0.008493617, + 0.021265782, + -0.011978666, + 0.045096155, + -0.002393194, + 0.0221545, + 0.043699596, + 0.016758706, + -0.02950548, + 0.008468225, + -0.01693645, + 0.015044748, + 0.01016314, + -0.0027042457, + 0.007382718, + -0.039129037, + -0.031587623, + 0.014574996, + -0.047152903, + -0.01738081, + -0.024706395, + 0.0038691028, + -0.058503117, + -0.015869986, + -0.006062335, + 0.0045102504, + -0.048092406, + -0.06551131, + -0.052155126, + -0.029023033, + 0.0108995065, + 0.009007804, + -0.013051477, + -0.04837172, + -0.029099207, + 0.0069637503, + 0.010093312, + 0.030444983, + -0.024947619, + 0.016568266, + -0.004900652, + -0.022459205, + 0.014549604, + -0.021989454, + -0.030191062, + -0.031841543, + -0.061651725, + -0.00019262197, + -0.00702723, + 0.012524594, + 0.063479945, + 0.0052593136, + 0.0005542593, + -0.0011815205, + -0.009090329, + -0.04105883, + -0.018383794, + -0.010594803, + 0.063327596, + 0.01468926, + -0.023639932, + -0.057538223, + -0.03557416, + -0.080238655, + -0.07150381, + 0.021837102, + 0.030775078, + -0.023360621, + 0.04004315, + 0.03646288, + -0.05235826, + -0.016644442, + -0.078105725, + 0.028921464, + -0.009693388, + 0.0010156791, + -0.013902108, + -0.06388622, + 0.013419661, + -0.026661579, + -0.012321457, + -0.017304633, + -0.024934923, + 0.029023033, + 0.007293846, + 0.010467843, + -0.05378021, + -0.022611557, + -0.06033134, + 0.05916331, + -0.023970028, + -0.01854884, + -0.032933395, + 0.0011513676, + 0.019577216, + 0.0054370575, + -0.021786317, + -0.008563445, + 0.020491326, + -0.011724746, + 0.0011077251, + 0.019488344, + 0.034863185, + -0.010975683, + -0.03681837, + -0.07536339, + 0.012480157, + -0.0370469, + -0.08237158, + 0.0068812263, + -0.009509296, + 0.0010291686, + 0.028921464, + -0.045019977, + -0.0003215656, + 0.016504787, + 0.0332381, + 0.029099207, + 0.014257596, + -0.0020408803, + -0.045223113, + 0.04887956, + 0.014092548, + 0.031155959, + 0.01655557, + 0.02019932, + 0.018536145, + 0.03204468, + 0.06292132, + -0.022522686, + 0.025087275, + -0.03143527, + 0.031993892, + -0.022141805, + 0.039941583, + -0.010632891, + 0.019488344, + 0.04065256, + 0.0033326973, + -0.0074906335, + 0.039713055, + -0.009820348, + -0.006135337, + -0.051393364, + -0.0045673824, + 0.026331482, + 0.049590535, + 0.008214305, + -0.0103345355, + -0.0017583945, + -0.040550992, + 0.019869223, + -0.033949077, + 0.005164094, + 0.029835574, + -0.045477033, + -0.010512279, + 0.026077563, + 0.046898983, + 0.027956568, + 0.005865547, + -0.0039960626, + -0.014790827, + 0.01924712, + 0.021595879, + -0.039179824, + 0.015666852, + -0.025201539, + -0.015971554, + -0.037808657, + 0.02276391, + -0.005732239, + -0.008620577, + 0.013508533, + -0.029860968, + -0.0027090067, + -0.018002912, + -0.032374773, + 0.01585729, + 0.0031311484, + 0.012270674, + 0.0124738095, + -0.00045983287, + -0.040754125, + 0.040525597, + -0.022256069, + -0.015349451, + 0.037554737, + -0.004849868, + 0.007147842, + -0.04207451, + 0.023487581, + -0.02539198, + 0.03783405, + 0.015311363, + 0.005916331, + -0.0010259947, + 0.042150684, + -0.018129872, + 0.033441234, + -0.0024995229, + -0.040550992, + 0.026864713, + -0.0054624495, + 0.015501803, + -0.052256692, + -0.016390523, + -0.025772858, + 0.043953516, + -0.008544401, + -0.04598487, + 0.012854689, + -0.034634657, + -0.009852088, + -0.0103916675, + 0.02272582, + -0.013990981, + -0.042506173, + -0.0009990156, + 0.023779588, + 0.003434265, + 0.003431091, + 0.034202997, + -0.028337449, + 0.015387539, + -0.0064241705, + -0.008176217, + -0.05555765, + 0.04270931, + 0.02297974, + 0.006887574, + 0.0075350697, + 0.039840017, + -0.016898362, + 0.010150444, + -0.014422644, + 0.034609266, + -0.04288705, + 0.020415151, + 0.03821493, + -0.017520465, + 0.03991619, + -0.03643749, + 0.022027541, + 0.032400165, + 0.0018377445, + -0.008963369, + 0.014282988, + -0.03874816, + 0.014346468, + -0.057436656, + 0.0068812263, + 0.036234353, + -0.020961078, + 0.022383029, + -0.055506866, + -0.002523328, + -0.0094966, + 0.0053259674, + -0.03194311, + -0.0065130424, + -0.018599624, + 0.0055195815, + -0.039179824, + -0.0032104983, + 0.032908004, + -0.028413624, + 0.006205165, + 0.048092406, + -0.02317018, + 0.009071284, + 0.0012005644, + -0.0011307365, + -0.03313653, + 0.015374843, + 0.010766199, + -0.074957125, + -0.011280387, + 0.03950992, + -0.036234353, + -0.004269026, + 0.027296377, + -0.005894113, + 0.018218745, + 0.06276897, + 0.013064173, + 0.009299812, + -0.0008784038, + 0.0003806813, + -0.03067351, + 0.062311918, + -0.082168445, + -0.021405438, + 0.0030343414, + -0.01630165, + -0.015374843, + 0.03389829, + -0.0024852399, + -0.017545857, + 0.04143971, + -0.0075985496, + -0.034380738, + -0.021900581, + 0.031359095, + -0.006919314, + -0.034609266, + -0.023195572, + 0.029454695, + 0.026915498, + 0.010747155, + -0.029480087, + 0.03207007, + -0.028794505, + 0.029099207, + 0.049184263, + 0.04067795, + 0.032374773, + -0.057944495, + -0.044969194, + -0.032552518, + -0.02539198, + 0.010010787, + -0.049006518, + -0.0077762934, + 0.0043452024, + 0.020529415, + 0.0016869796, + -0.015768418, + 0.0026709188, + -0.006976446, + 0.033009574, + 0.029124599, + 0.045350075, + -0.006176599, + 0.020986471, + -0.0042658523, + 0.019805744, + -0.024465172, + -0.02143083, + 0.0018536145, + 0.012207194, + 0.015514499, + 0.019158248, + -0.002331301, + 0.043166365, + 0.015412931, + 0.008937976, + 0.027626473, + 0.034837794, + -0.041795198, + 0.0039865407, + 0.045273896, + 0.020567503, + -0.057284303, + 0.030343415, + 0.07394144, + -0.047152903, + -0.045019977, + -0.041922156, + -0.016987234, + 0.022040237, + 0.01449882, + 0.044740666, + -0.0013719604, + -0.014892396, + -0.035624947, + -0.039408352, + -0.010550367, + 0.041109614, + 0.021354655, + -0.029099207, + -0.042836268, + 0.012962605, + 0.02583634, + -0.037275426, + -0.011667614, + 0.003564399, + 0.02104995, + -0.06505425, + -0.013140349, + -0.006055987, + -0.0069320104, + -0.03605661, + 0.0121944975, + -0.019488344, + 0.007884209, + -0.031130565, + -0.07561731, + -0.005992507, + -0.015768418, + 0.009839391, + -0.03336506, + -0.004608644, + -0.0009720367, + 0.05611627, + -0.00090696977, + 0.008823712, + -0.06505425, + -0.04603566, + 0.008519009, + 0.05520216, + -0.003646923, + -0.029251559, + 0.035472594, + 0.045400858, + -0.013394269, + -0.0013148284, + 0.038341887, + -0.03029263, + 0.02482066, + 0.035980433, + -0.002491588, + 0.011312126, + -0.027728042, + 0.00956008, + -0.013406965, + -0.012257977, + 0.02668697, + -0.05276453, + -0.011673963, + -0.036919937, + 0.12665519, + -0.033034965, + -0.03194311, + -0.005992507, + -0.015082835, + -0.0069383583, + 0.0012862624, + -0.04270931, + -0.014143332, + 0.028845288, + -0.011604134, + -0.009744172, + -0.08871958, + 0.0076302895, + -0.03311114, + 0.004757822, + 0.010518627, + 0.003519963, + 0.031663798, + 0.033771332, + -0.0019155074, + -0.030571943, + 0.019335993, + -0.00010632891, + -0.0045419903, + 0.01839649, + -0.020618286, + 0.014143332, + -0.02452865, + -0.022306854, + 0.0066653946, + -0.016580962, + 0.04387734, + 0.009223636, + -0.05977272, + 0.00015800555, + -0.018459968, + 0.007147842, + -0.035447203, + -0.011566047, + -0.017241154, + 0.007896906, + -0.033441234, + -0.017469682, + -0.031384487, + -0.025163451, + -0.02656001, + 0.038519632, + -0.040500205, + -0.026610794, + -0.014143332, + -0.0008371418, + 0.009363292, + 0.040322464, + -0.013229221, + 0.028591368, + 0.019094769, + 0.034736227, + -0.014029068, + -0.032146245, + 0.034685444, + 0.0086459685, + 0.03821493, + -0.004767344, + 0.034202997, + 0.032984182, + -0.03631053, + 0.017914042, + -0.017330026, + -0.004789562, + -0.016987234, + 0.04314097, + -0.014282988, + -0.0017933085, + -0.008944324, + 0.03250173, + 0.011121687, + 0.021151518, + 0.04171902, + -0.031003606, + 0.03653906, + 0.013457749, + 0.008119085, + 0.041414317, + 0.00087919727, + -0.015260579, + 0.0074017616, + 0.023309836, + 0.026763145, + 0.008220653, + 0.0031597144, + -0.021925973, + 0.03646288, + -0.047025945, + -0.028591368, + 0.007255758, + -0.025696682, + 0.023957333, + 0.021202302, + -0.0019742264, + 0.04314097, + 0.027651865, + -0.050860133, + -0.008068301, + 0.0093188565, + 0.03783405, + -0.0013172089, + 0.01738081, + -0.023398709, + 0.003405699, + -0.022179894, + 0.03811336, + -0.016987234, + -0.0061321626, + 0.012619814, + 0.011832662, + 0.022497293, + 0.006208339, + 0.0011164536, + 0.046289578, + 0.030495767, + -0.02206563, + -0.0020773814, + 0.035218675, + 0.01411794, + -0.01494318, + -0.023563756, + 0.010550367, + -0.006027421, + 0.008468225, + -0.017291937, + -0.0103345355, + 0.003678663, + 0.020821422, + -0.0062369048, + 0.016568266, + -0.025379283, + 0.01187075, + 0.01725385, + -0.022306854, + 0.025493547, + -0.0052243997, + -0.018015608, + 0.0041484144, + 0.011680311, + -0.024604827, + 0.017393505, + 0.00076572684, + -0.044943802, + -0.028896071, + -0.008957021, + -0.013851324, + 0.043318715, + 0.008906237, + -0.018599624, + -0.014536908, + -0.00498635, + 0.02077064, + -0.0039865407, + -0.032806437, + -0.026280697, + 0.00956008, + 0.009807652, + -0.009452164, + -0.0025011098, + 0.01449882, + -0.03697072, + 0.01744429, + 0.0018615494, + 0.014740043, + -0.057690576, + -0.024681004, + 0.0044880323, + -0.0015028877, + -0.039408352, + 0.006398779, + 0.00898876, + -0.006138511, + -0.009249028, + 0.0061575547, + 0.061600942, + -0.04121118, + 0.03041959, + -0.00037949104, + -0.005941723, + 0.02149431, + 0.026788538, + 0.038798943, + -0.004411856, + 0.018180657, + -0.042176075, + -0.027880393, + -0.018764673, + 0.007274802, + -0.015565283, + 0.001282295, + 0.020986471, + -0.002320192, + -0.031790756, + 0.045400858, + -0.012841993, + 0.049590535, + -0.011115339, + -0.013381572, + -0.025785554, + -0.039586093, + -0.021151518, + 0.010791591, + 0.010252011, + 0.005046656, + 0.026991673, + 0.003983367, + 0.012911821, + -0.012511898, + 0.049590535, + 0.006059161, + 0.024160467, + -0.0040151067, + -0.04263313, + -0.009801304, + -0.0057195434, + 0.023284445, + 0.011147079, + 0.04669585, + 0.005687803, + -0.016492091, + -0.04771153, + -0.003631053, + 0.027499514, + 0.00039913016, + -0.020097751, + 0.008398397, + -0.0030184714, + -0.0272202, + -0.043648813, + -0.027981961, + 0.00020948383, + 0.01228337, + -0.002388433, + -0.016314346, + -0.043801162, + -0.015501803, + 0.011559699, + -0.004907, + -0.008030213, + 0.0010307557, + 0.0243763, + -0.03257791, + -0.0019059854, + -0.036869153, + -0.0027661386, + -0.0053926213, + -0.025366588, + -0.037427776, + 0.013153045, + 0.040500205, + 0.0067161783, + -0.015285972, + 0.010550367, + -0.025899818, + 0.03181615, + 0.02386846, + -0.0003729447, + 0.035193283, + -0.016885666, + -0.037529346, + 0.009185548, + -0.022433814, + 0.005859199, + -0.046518106, + -0.01570494, + 0.02874372, + -0.014714652, + 0.019170944, + -0.015603371, + 0.018599624, + -0.016796794, + -0.0006637622, + 0.04232843, + -0.0037262728, + -0.006033769, + -0.020123143, + -0.01782517, + 0.040779516, + 0.021722838, + 0.004868912, + -0.0322986, + 0.008722145, + 0.002397955, + 0.045908697, + -0.0018901154, + -0.022014845, + 0.024338212, + -0.028845288, + 0.013394269, + -0.007078014, + -0.002347171, + -0.003643749, + -0.043978907, + -0.010486887, + -0.023398709, + -0.02539198, + 0.019234424, + -0.0021567312, + -0.04156667, + -0.043801162, + 0.016415915, + 0.029581655, + -0.0027201157, + 0.001172792, + -0.014663868, + -0.037148464, + -0.0759728, + -0.02541737, + 0.015260579, + -0.017609337, + -0.009636256, + 0.018218745, + 0.0031390833, + 0.044816844, + -0.007522374, + 0.023386013, + 0.07170695, + -0.032425556, + -0.026102955, + -0.008912585, + 0.043166365, + -0.021468919, + 0.020453239, + -0.032146245, + -0.010436104, + -0.022103718, + -0.005043482, + 0.033339668, + 0.049260437, + 0.012880081, + -0.05388178, + 0.0027359857, + -0.0012926104, + 0.0039897147, + -0.0025931557, + -0.017418897, + -0.02583634, + -0.0193106, + 0.020085055, + 0.0016211191, + -0.004960958, + -0.016669834, + 0.02003427, + -0.0054338835, + 0.027169418, + -0.034076035, + 0.010271056, + -0.050403077, + 0.010474191, + -0.021913277, + 0.03783405, + 0.020250103, + 0.008246046, + 0.02051672, + 0.0027566168, + -0.051901206, + 0.027956568, + 0.024884138, + 0.00921094, + -0.02579825, + -0.0034564831, + 0.014016372, + 0.0032025634, + 0.014930484, + 0.03504093, + 0.027499514, + -0.02085951, + 0.02077064, + -0.015095531, + 0.011889794, + 0.018980505, + 0.005944897, + -0.017406201, + 0.030241847, + 0.008169869, + -0.030114887, + 0.015387539, + -0.022675037, + 0.04862564, + 0.009014153, + -0.006982794, + 0.002553481, + 0.019970791, + 0.053830996, + 0.021253087, + 0.017799778, + 0.041998334, + 0.02605217, + 0.03590426, + 0.025480852, + -0.011578742, + 0.003491397, + -0.02586173, + -0.047660746, + -0.031333704, + 0.016593657, + 0.038087968, + -0.027626473, + 0.0090966765, + 0.003678663, + 0.014168724, + -0.0042880704, + 0.011470826, + -0.028515192, + 0.02719481, + -0.008258741, + 0.030343415, + 0.0051831375, + -0.04570556, + 0.004814954, + -0.019399472, + -0.009648952, + -0.006925662, + 0.04296323, + 0.011369258, + -0.02988636, + -0.02064368, + 0.018917024, + 0.00089427375, + -0.025049187, + -0.0243763, + 0.025823642, + 0.026585402, + 0.043369498, + -0.0040690647, + -0.0020170752, + -0.022078326, + 0.026356874, + -0.006982794, + 0.0019948573, + -0.03532024, + 0.017622033, + -0.02810892, + -0.0039357566, + -0.010093312, + 0.020630984, + -0.0041801543, + 0.0129245175, + 0.024807964, + -0.057284303, + -0.009699736, + -0.00962356, + -0.0028216837, + 0.0012648379, + -0.020719854, + 0.026483834, + 0.008791973, + -0.032019284, + 0.01129943, + -0.0148797, + -0.01842188, + 0.0062781665, + -0.012086581, + 0.005929027, + -0.021380046, + -0.0002719719, + 0.026153738, + 0.023906548, + -0.02630609, + 0.030597335, + 0.015171708, + -0.018498056, + -0.016276259, + -0.014384556, + -0.01839649, + 0.0064241705, + -0.020872207, + 0.0055005373, + 0.005481493, + 0.0077953376, + 0.028540583, + 0.013330789, + -0.03953531, + 0.01725385, + -0.008112737, + -0.010080616, + -0.022052934, + -0.0052370955, + 0.008119085, + 0.018625017, + 0.029810183, + 0.004643558, + 0.028286664, + 0.0071097543, + 0.031790756, + 0.021887885, + 0.036386706, + 0.020846814, + -0.026661579, + 0.011128034, + 0.00018667072, + 0.021786317, + -0.017622033, + -0.0043325066, + -0.013305397, + 0.01766012, + 0.0041928506, + 0.03339045, + -0.015476411, + 0.010429755, + -0.0062718187, + -0.03656445, + 0.02668697, + -0.029987928, + 0.0022122762, + 0.0061607286, + 0.04410587, + -0.031155959, + 0.0007411284, + -0.0013632319, + -0.0020567502, + -0.02899764, + 0.022040237, + -0.0028486627, + -0.020212015, + 0.0066146106, + -0.0033549152, + -0.0069637503, + 0.0373516, + 0.011877098, + -0.020313583, + 0.002477305, + -0.034939364, + -0.029124599, + -0.016568266, + 0.002424934, + -0.044435963, + 0.052662965, + -0.019589912, + -0.019615304, + -0.027956568, + 0.0039706705, + -0.012626162, + -0.0069954903, + 0.006002029, + -0.0033200013, + -0.030368807, + 0.012499201, + 0.021405438, + -0.011972318, + 0.03554877, + -0.014828916, + -0.02104995, + -0.02136735, + 0.051291797, + 0.0128673855, + 0.005979811, + 0.02656001, + -0.023792284, + -0.026102955, + -0.008525357, + -0.023652628, + 0.014676563, + 0.019424863, + -0.021253087, + 0.019031288, + -0.030191062, + -0.0038595807, + 0.03542181, + -0.011039163, + 0.016923754, + -0.0028835766, + 0.0039611487, + 0.016263563, + 0.012384938, + 0.017368114, + 0.018650409, + 0.04321715, + 0.0056687593, + -0.01206119, + 0.002350345, + 0.0053196196, + -0.0069700982, + -0.0015949337, + 0.0029787966, + 0.009014153, + 0.023322532, + 0.00047649635, + 0.04311558, + 0.016606353, + -0.022167198, + -0.0052720094, + 0.010962986, + -0.0055830614, + 0.025290411, + -0.0009807652, + -0.027321769, + -0.02760108, + -0.0041611106, + -0.011058207, + -0.012740426, + -0.034482308, + -0.021468919, + 0.027245592, + 0.01269599, + -0.019653391, + 0.0046022963, + 0.019869223, + -0.0123087615, + -0.050225332, + -0.041998334, + 0.023843069, + 0.0041833287, + 0.009033197, + 0.019361384, + -0.029530872, + -0.028058136, + 0.023055917, + -0.0010521801, + -0.041160397, + 0.018498056, + -0.0042563304, + 0.038875118, + 0.0061861207, + 0.033517413, + -0.0077255093, + -0.0004225384, + 0.0034088732, + 0.009706084, + 0.0002924045, + 0.0064939987, + 0.010175835, + -0.007465242, + -0.020846814, + -0.037681695, + 0.02539198, + -0.027956568, + -0.043064795, + -0.03796101, + 0.033822116, + 0.014778132, + 0.018079089, + 0.007046274, + -0.023398709, + -0.016631747, + 0.05172346, + 0.020402456, + -0.018383794, + 0.02821049, + 0.00052847055, + -0.018053697, + 0.008017518, + -0.0087031005, + -0.004964132, + -0.041084222, + 0.01199771, + 0.005862373, + -0.0015862052, + -0.02694089, + 0.017076105, + 0.013851324, + 0.017164977, + 0.0044531184, + 0.016593657, + 0.004814954, + 0.023246357, + 0.06657777, + 0.0055068852, + -0.018053697, + 0.009426772, + 0.024135076, + -0.021100733, + -0.031333704, + 0.011724746, + -0.030698903, + -0.02579825, + 0.0012846754, + 0.030495767, + 0.019653391, + -0.020910295, + 0.0048593897, + 0.021037254, + -0.0075350697, + 0.02630609, + 0.009680692, + -0.00724941, + -0.013990981, + 0.029327735, + 0.008176217, + 0.018942416, + -0.059112526, + -0.0031279745, + -0.012035798, + 0.020808727, + 0.036615234, + 0.03364437, + -0.02393194, + 0.053323157, + -0.022217982, + 0.0017869605, + -0.00065066945, + 0.021735534, + -0.05758901, + 0.0041706325, + 0.012162758, + 0.0012973715, + -0.021760926, + -0.007700118, + -0.011096295, + -0.009693388, + -0.007992125, + -0.034304563, + 0.015273275, + -0.010975683, + 0.0029835575, + -0.012657901, + 0.0020583372, + 0.0284898, + -0.022878174, + 0.01852345, + 0.026737753, + -0.004840346, + 3.5285924e-05, + 0.030140279, + 0.03422839, + -0.029530872, + 0.003478701, + 0.012937213, + -0.030698903, + 0.0055481475, + -0.00054196006, + -0.02386846, + -0.008036561, + 0.0025026968, + -0.009629908, + 0.04171902, + -0.002323366, + 0.024135076, + -0.012994345, + -0.0319685, + 0.016035035, + 0.00705897, + -0.0032565212, + -0.016225474, + -0.048219368, + 0.039357565, + -0.0017409376, + 0.0064939987, + 0.02143083, + 0.015247883, + -0.0015592262, + 0.006046465, + 0.0012386525, + -0.011908838, + 0.024515955, + 0.032400165, + -0.03219703, + -0.023627236, + 0.0064844764, + -0.025912514, + 0.012607117, + -0.0011926295, + -0.0016552396, + -0.020757943, + -0.00077128137, + -0.0051736156, + 0.03247634, + 0.015197099, + -0.02187519, + 0.01797752, + 0.011978666, + 0.012169106, + -0.062413484, + 0.035599556, + -0.002555068, + 0.04634036, + 0.008963369, + -0.024592131, + 0.021443525, + -0.024262035, + -0.016657138, + 0.008442833, + 0.0044340743, + 0.0028264446, + -0.0076937694, + -0.031866934, + 0.006401953, + -0.0028788156, + 0.005963941, + -0.019742263, + -0.0050910916, + -0.049996804, + -0.013686277, + 0.02003427, + -0.019196335, + -0.006747918, + 0.019094769, + -0.009541036, + -0.018828152, + 0.014346468, + 0.062210348, + -0.013153045, + 0.017583946, + -0.027093241, + 0.017291937, + 0.022103718, + 0.006951054, + 0.019031288, + 0.012035798, + 0.0018552014, + 0.040855695, + 0.015019355, + 0.006316255, + 0.022916261, + -0.03425378, + 0.01699993, + -0.0005455308, + -0.040601775, + -0.0014386143, + -0.020059664, + 0.020783335, + 0.0036850108, + 0.004856216, + 0.00028982564, + -0.0152351875, + -0.021773621, + -0.0028486627, + -0.008100041, + -0.048651032, + -0.0076747257, + 0.00927442, + 0.0032977832, + -0.0011228016, + 0.0017504595, + 0.0016393696, + 0.018510753, + 0.034431525, + -0.02162127, + -0.008906237, + 0.02212911, + 0.0076620295, + -0.016606353, + 0.011680311, + 0.021113431, + -0.050656997, + -0.01136291, + -0.0055798874, + -0.03168919, + -0.012378589, + 0.027296377, + 0.0022154502, + -0.0029184907, + 0.011699354, + -0.0148797, + 0.0031200394, + 0.0061861207, + -0.0077382056, + -0.02289087, + -0.04093187, + -0.0015457367, + -0.011978666, + -0.011413694, + -0.04545164, + -0.044816844, + -0.003923061, + 0.034583874, + -0.0042341123, + -0.017812474, + 0.024985706, + 0.001237859, + 0.013978284, + 0.04890495, + -0.014359164, + -0.0028216837, + -0.0017456985, + -0.021684749, + 0.04578174, + -0.007198626, + 0.012467462, + -0.009172852, + 0.029302344, + -0.035244066, + -0.008957021, + 0.000565765, + -0.017863257, + 0.02181171, + 0.020656375, + -0.010378972, + 0.021062646, + -0.004411856, + -0.029200776, + 0.013990981, + 0.015743027, + 0.0038151448, + -0.011477174, + -0.003545355, + -0.051393364, + -0.028134312, + -0.014143332, + -0.0014179833, + 0.01602234, + -0.0027026588, + -0.01757125, + 0.026509225, + 0.030851254, + -0.011591438, + -0.016695226, + 0.0030105365, + 0.0038310147, + 0.061245453, + -0.0016282606, + 0.024363603, + 0.0010529737, + 0.029226167, + -0.00801117, + 0.013241917, + 0.007287498, + 0.055252947, + 0.0041579367, + -0.015400236, + -0.026102955, + 0.017710906, + -0.009445816, + 0.0037961008, + 0.0026042648, + -0.020935686, + -0.028921464, + 0.0053323153, + 0.047889274, + -0.011972318, + 0.005875069, + -0.020694463, + 0.02656001, + 0.0037802309, + -0.037503954, + 0.025810946, + 0.010467843, + -0.015285972, + -0.010702719, + -0.015882682, + -0.017723601, + 0.0013894173, + 0.007135146, + -0.0025011098, + -0.008791973, + -0.025277715, + 0.0010926486, + -0.008512661, + -0.013076869, + 8.616907e-06, + -0.0007288291, + -0.0077699455, + -0.010410711, + 0.005592583, + -0.010245663, + -0.025912514, + 4.8701022e-05, + -0.016911058, + -0.034431525, + -0.00476417, + -0.0052656615, + 0.043801162, + 0.006982794, + 0.0010450386, + -0.02003427, + -0.0006847899, + -0.017799778, + 0.015171708, + 0.012581726, + -0.020300888, + -0.019196335, + 0.013483141, + -0.025455458, + 0.013051477, + 0.00068240945, + 0.031638406, + -0.043928124, + -0.013864021, + -0.013635493, + -0.010524975, + 0.007065318, + 0.0026978978, + -0.022205286, + 0.025430067, + 0.00444677, + 0.015311363, + -0.02418586, + 0.028667543, + 0.0020805553, + 0.019869223, + 0.009268072, + -0.016504787, + 0.039205216, + -0.00968704, + 0.013076869, + 0.03709768, + -0.023754196, + -0.014143332, + 0.0020678593, + -0.00465308, + 0.029048424, + -0.0016520657, + -0.0030517986, + 0.008944324, + 0.029353127, + -0.050250728, + -0.017774384, + 0.011915186, + 0.0042214165, + 0.0074525457, + 0.010302795, + 0.0052656615, + -0.010144096, + -0.020148534, + -0.00449438, + -0.026102955, + 0.0034279171, + 0.02380498, + 0.04915887, + -0.0064083007, + -0.013572013, + 0.010347231, + 0.042023726, + 0.017291937, + 0.011381955, + -0.04529929, + -0.0074588936, + 0.0009871132, + 0.049488965, + 0.0014703543, + -0.04402969, + -0.013368877, + -0.0086459685, + 0.0040214546, + 0.0021122952, + -0.014536908, + -0.036894545, + 0.020783335, + 0.0018948764, + -0.0057258913, + -0.008296829, + -0.03539642, + -0.03938296, + -0.024655612, + -0.021151518, + -0.04915887, + 0.0097187795, + -0.0132673085, + -0.008950672, + 0.011394651, + 0.015946163, + 0.0054719714, + 0.017241154, + -0.015197099, + -0.0041928506 + ] + } + ], + "model": "text-embedding-3-small", + "usage": { + "prompt_tokens": 27, + "total_tokens": 27 + } + } + headers: + CF-RAY: + - 939c1719ce3bfd43-NRT + Connection: + - keep-alive + Content-Type: + - application/json + Date: + - Sat, 03 May 2025 01:47:25 GMT + Server: + - cloudflare + Set-Cookie: test_set_cookie + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-allow-origin: + - '*' + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + content-length: + - '99724' + openai-model: + - text-embedding-3-small + openai-organization: test_openai_org_id + openai-processing-ms: + - '193' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + via: + - envoy-router-698696864c-sgwrg + x-envoy-upstream-service-time: + - '79' + x-ratelimit-limit-requests: + - '5000' + x-ratelimit-limit-tokens: + - '5000000' + x-ratelimit-remaining-requests: + - '4999' + x-ratelimit-remaining-tokens: + - '4999962' + x-ratelimit-reset-requests: + - 12ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_cee192745cdb948fb51aeab7b7299d8c + status: + code: 200 + message: OK +version: 1 diff --git a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_async_embeddings_with_content.yaml b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_async_embeddings_with_content.yaml new file mode 100644 index 0000000000..d7177abf1f --- /dev/null +++ b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_async_embeddings_with_content.yaml @@ -0,0 +1,1652 @@ +interactions: +- request: + body: |- + { + "input": "This is a test for async embeddings", + "model": "text-embedding-3-small" + } + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + authorization: + - Bearer test_openai_api_key + connection: + - keep-alive + content-length: + - '83' + content-type: + - application/json + host: + - api.openai.com + user-agent: + - AsyncOpenAI/Python 1.26.0 + x-stainless-arch: + - arm64 + x-stainless-async: + - async:asyncio + x-stainless-lang: + - python + x-stainless-os: + - Linux + x-stainless-package-version: + - 1.26.0 + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.9.2 + method: POST + uri: https://api.openai.com/v1/embeddings + response: + body: + string: |- + { + "object": "list", + "data": [ + { + "object": "embedding", + "index": 0, + "embedding": [ + -0.0012588563, + -0.029314144, + -0.004568109, + -0.021721158, + -0.025343766, + -0.0004159207, + 0.04500728, + 0.03663181, + 0.009042029, + -0.0049231243, + 0.026416058, + -0.030574812, + 7.522572e-05, + -0.031241372, + -0.03683468, + 0.0045789764, + -0.017837722, + -0.0065569207, + 0.017272595, + -0.0049231243, + -0.008542109, + -0.047383714, + 0.015185973, + 0.042804737, + 0.0033654028, + -0.019634536, + 0.012171963, + 0.041471615, + 0.033994555, + -0.034690093, + 0.006172924, + -0.038370665, + 0.009599911, + -0.028618604, + -0.017069729, + 0.06578656, + -0.010759146, + 0.036747735, + -0.039819706, + -0.0077886074, + 0.0027314464, + -0.03750124, + -0.04993403, + -0.0045898445, + 0.013425386, + 0.05135409, + -0.03257449, + -0.01773629, + 0.018866543, + 0.034516208, + -0.048398044, + 0.012041549, + -0.0050209346, + 0.047876388, + -0.032081816, + -0.007237971, + -0.029792327, + 0.030429907, + -0.0102447355, + 0.0064736004, + 0.061787203, + -0.031212391, + -0.029256182, + -0.018881032, + 0.006412016, + -0.00872324, + -0.022416698, + 0.025285805, + -0.011730005, + -0.0064736004, + 0.05193371, + 0.023720838, + -0.009969417, + 0.0034740812, + -0.0029632933, + 0.021025617, + 0.012063284, + 0.016519092, + -0.016345207, + -0.034516208, + -0.030111117, + 0.027531821, + -0.029256182, + -0.019040428, + -0.01775078, + -0.013179048, + -0.07807445, + -0.009136218, + -0.0018765109, + 0.0011746306, + -0.020721318, + -0.028256342, + -0.07679929, + -0.029328635, + 0.029343124, + 0.011845929, + -0.001069575, + -0.04593467, + -0.03428436, + 0.021721158, + 0.01576559, + 0.02543071, + -0.017576894, + 0.008230565, + 0.0015187784, + -0.016475622, + 0.0012162906, + -0.00537595, + -0.04758658, + -0.003651589, + -0.05671555, + -0.014193378, + 0.0036751358, + 0.003187895, + 0.057150263, + -0.022576094, + -0.00452826, + -0.013323952, + -0.008563845, + -0.021156032, + -0.018576734, + -0.007031482, + 0.03628404, + -0.007491553, + -0.024590263, + -0.046166517, + -0.03553054, + -0.047064923, + -0.061787203, + 0.0005922964, + 0.02082275, + -0.028270833, + 0.0557302, + 0.039153147, + -0.06288847, + -0.011164878, + -0.077205025, + 0.027010165, + -0.0033291767, + 0.022981824, + -0.017910173, + -0.04660123, + 0.03654487, + -0.022720998, + -0.045673843, + -0.010708429, + -0.021996476, + 0.047905367, + 0.005970058, + -0.008643542, + -0.011338763, + -0.02548867, + -0.04494932, + 0.042456966, + -0.018953485, + -0.031734046, + -0.038370665, + 3.5575144e-05, + 0.010679448, + -0.0052346685, + -0.036515888, + 0.019938834, + 0.034139458, + -0.0284737, + 0.0017578705, + 0.03083564, + 0.01005636, + -0.005129613, + -0.022735488, + -0.062830515, + 0.004568109, + -0.03750124, + -0.054889757, + 0.000167206, + -0.012012568, + -0.014867184, + 0.028096948, + -0.06943815, + 0.012164718, + -0.011186614, + -0.014722279, + 0.024039626, + 0.022416698, + 0.00039848688, + -0.06074389, + 0.06584452, + 0.02246017, + 0.06404771, + 0.0010713863, + 0.0025285804, + -0.007006124, + 0.058599308, + 0.056918416, + -0.008607317, + 0.024213511, + -0.031212391, + 0.042891677, + 0.003068349, + 0.031618122, + -0.01223717, + 0.0075712507, + 0.03990665, + -0.0050173122, + 0.0057671918, + 0.05199167, + -0.0251409, + -0.023633895, + -0.042312063, + -0.009969417, + 0.0045572408, + 0.042456966, + -0.019388199, + 0.0028763507, + 0.010643222, + -0.015953965, + 0.007810343, + -0.034371305, + 0.013505083, + 0.037066527, + -0.018055078, + -0.030980544, + 0.043326393, + 0.054426063, + 0.0402834, + -0.026256664, + -0.0015142502, + -0.016026419, + -0.0013657232, + 0.017388519, + 0.00015962117, + -0.004473921, + -0.023648385, + -0.0016011928, + -0.01677992, + 0.03190793, + -0.015968457, + -0.001709871, + -0.0135558, + -0.02482211, + 0.0091144815, + -0.015838042, + -0.034690093, + 0.01391806, + -0.021953005, + -0.006654731, + 0.023083258, + -0.001220819, + -0.028401246, + 0.038167797, + -0.019069409, + -0.019344727, + 0.02218485, + -0.014570129, + 0.0020576413, + -0.04219614, + -0.023271633, + -0.030024175, + 0.03929805, + 0.0073176683, + 0.005618665, + -0.012910975, + 0.042341042, + -0.02146033, + 0.007448082, + 0.013968777, + -0.05158594, + 0.033009205, + -0.008317508, + -0.006031642, + -0.047180846, + -0.00988972, + -0.0060026613, + 0.057440072, + -0.036747735, + -0.057816826, + 0.006129453, + -0.036370985, + -0.007364762, + -0.007926267, + 0.0067597865, + 0.004408714, + -0.046977982, + 0.010983747, + 0.0342264, + -0.011309782, + 0.007940757, + 0.0013113841, + -0.019518612, + -0.0016138719, + 0.011940116, + -0.0052093104, + -0.05868625, + 0.051209185, + 0.029009845, + 0.0051513487, + 0.004386978, + 0.033443917, + -0.010563525, + 0.016533583, + -0.010208509, + 0.05222352, + -0.04350028, + 0.0322557, + 0.02822736, + -0.018634696, + 0.033617802, + -0.04865887, + 0.040718116, + 0.040399324, + 0.001111235, + -0.028430227, + 0.01275158, + -0.035646465, + 0.023039786, + -0.046717152, + 0.008795693, + 0.02447434, + -0.015635176, + 0.034371305, + -0.047702502, + -0.008998558, + -0.036399964, + 0.011621326, + -0.045499958, + -0.0063830353, + -0.03118341, + -0.00072678574, + -0.035095826, + 0.015301896, + 0.029140258, + -0.0068902005, + 0.028444719, + 0.03663181, + -0.002318469, + 0.023691857, + -0.026633414, + -0.00048769361, + -0.023648385, + 0.0496732, + -0.0018620205, + -0.04121079, + -0.0017297954, + 0.04100792, + -0.025532141, + 0.005415799, + 0.052803133, + 0.027039146, + 0.030951563, + 0.031734046, + -0.017388519, + 0.013447121, + -0.0066112597, + -0.0068865777, + 0.003044802, + 0.057845805, + -0.05767192, + -0.020243134, + -0.0077596265, + -0.010222999, + -0.019634536, + 0.025749497, + -0.0053723278, + -0.009962172, + 0.066655986, + 0.013505083, + -0.031994876, + -0.007803098, + 0.021851571, + -0.002628202, + -0.015562724, + -0.016982786, + 0.049876068, + 0.004289168, + 0.009353574, + -0.02586542, + 0.02182259, + -0.026705867, + 0.03990665, + 0.04590569, + 0.054976698, + 0.03153118, + -0.032284684, + -0.039182127, + -0.07488655, + -0.02143135, + 0.005129613, + -0.014657072, + -0.01912737, + -0.026213191, + -0.011476423, + 0.0125849405, + -0.031994876, + -0.025169881, + -0.00569474, + 0.024300454, + 0.027604273, + 0.058077652, + -0.025720516, + 0.009382554, + -0.0035429106, + -0.0051404806, + -0.045876708, + -0.010273716, + 0.0016645883, + 0.0022170362, + 0.023097748, + 0.02819838, + -0.0016274566, + 0.025271313, + -0.0093898, + -0.005988171, + -0.0011338763, + 0.044021934, + -0.05630982, + -0.0009980286, + 0.019011447, + 0.012758825, + -0.043703143, + 0.010976503, + 0.06729357, + -0.036747735, + -0.0584544, + -0.024445359, + -0.013512328, + 0.024039626, + -0.010447602, + 0.075929865, + 0.0060859816, + 0.018315906, + -0.06132351, + -0.043674164, + -0.018996956, + 0.043413334, + 0.038428627, + -0.021054598, + -0.022938354, + 0.036689773, + 0.019272275, + -0.029212711, + -0.018489791, + -0.0052165557, + -0.007237971, + -0.0584544, + -0.010527299, + -0.009462252, + -0.011222839, + -0.026024817, + 0.0037566444, + -0.006346809, + -0.01291822, + -0.008143622, + -0.067931145, + 0.009599911, + -0.029256182, + -0.009027539, + -0.027415898, + 0.010143302, + 0.0031208768, + 0.06735153, + 0.007861059, + 0.019388199, + -0.050484665, + -0.06010631, + 0.035878308, + 0.06004835, + 0.017374028, + -0.0028093325, + 0.010947522, + 0.045528937, + 0.0018131153, + -0.008237811, + 0.04636938, + -0.0013901758, + 0.027357936, + 0.037530217, + -0.035443597, + 0.024010645, + -0.021532781, + -0.00030226135, + -0.022039948, + -0.012106756, + -0.021040108, + -0.039124165, + -0.036313023, + -0.00093463284, + 0.14397693, + -0.043065563, + -0.019359218, + 0.008773956, + -0.012505243, + -0.026503, + 0.017794251, + -0.012222679, + -0.018533263, + 0.034371305, + -0.047238808, + -0.01676543, + -0.05094836, + 0.03950092, + -0.027560802, + -0.012824032, + 0.0063721677, + -0.020170681, + 0.021547273, + 0.01776527, + -0.0010795372, + -0.041761424, + 0.009650628, + -0.014033983, + 0.0171132, + -0.014041228, + 0.01191838, + -0.020243134, + -0.010831598, + -0.012592185, + -0.004285545, + -0.036168117, + 0.054918736, + 0.005593307, + -0.04184837, + -0.009230405, + -0.01914186, + -0.0036443437, + -0.041529577, + 0.012512488, + 0.013193538, + -0.01375142, + -0.057208225, + -0.034139458, + -0.0052708946, + -0.018084059, + -0.015910495, + 0.028430227, + -0.026430547, + -0.027937554, + -0.00047275034, + -0.020735808, + 0.017243614, + 0.018402848, + -0.014772995, + 0.03883436, + 0.0044884114, + 0.034719076, + -0.02112705, + -0.022836922, + 0.043413334, + 0.023488991, + 0.015026578, + -0.020243134, + 0.0152439345, + 0.022720998, + -0.018996956, + 0.028430227, + -0.017388519, + 0.01225166, + 0.013722439, + 0.04500728, + -0.016895844, + -0.018156512, + -0.022228323, + 0.021445839, + 0.03686366, + 0.06706172, + 0.035008885, + -0.033067167, + 0.03689264, + 0.017808741, + -0.0019073031, + 0.044050913, + -0.0050245575, + -0.05801969, + 0.010317188, + 0.021590743, + 0.02143135, + 0.014533903, + 0.01982291, + -0.023517972, + 0.018852051, + -0.034342322, + -0.037385315, + -0.017069729, + -0.010817108, + 0.02279345, + 0.0118241925, + -0.00887539, + 0.054049313, + 0.004546373, + -0.019170841, + -0.010679448, + 0.032516528, + 0.02882147, + 0.0019471518, + 0.019764949, + -0.038109835, + 0.025995836, + -0.010715675, + 0.048484985, + 0.0021337161, + -0.03263245, + 0.010578016, + 0.011266311, + 0.0018746996, + -0.008607317, + -0.005437535, + 0.02987927, + 0.006506204, + -0.035066847, + 0.016519092, + 0.04019646, + -0.014041228, + -0.009143462, + -0.030806659, + 0.017939154, + -0.0146136, + -0.0031353673, + -0.007006124, + 0.008795693, + 0.0080277, + 0.028096948, + -0.020909693, + 0.014780241, + -0.03184997, + -0.00056014577, + 0.019735968, + -0.024068607, + 0.0015857967, + 0.0045318827, + 0.00562591, + 0.0029614822, + 0.025720516, + -0.015229444, + 0.0052346685, + 0.014910654, + -0.037153468, + -0.037877988, + -0.0160554, + -0.02754631, + 0.039442956, + 0.011382234, + -0.024126569, + -0.0106939385, + 0.0001393572, + 0.02315571, + 0.0080277, + -0.010998238, + -0.010933031, + 0.014316547, + 0.0033961951, + -0.004571731, + -0.013425386, + 0.0059773033, + -0.032313664, + 0.003635287, + -0.010462092, + 0.02586542, + -0.07088719, + -0.019837402, + -0.011650307, + -0.013381914, + -0.016649507, + 0.0073973658, + 0.00247243, + -0.013476102, + 0.0129544465, + 0.008216075, + 0.043094546, + -0.043703143, + 0.04636938, + -0.0017823231, + -0.008636298, + 0.010027379, + 0.012983427, + 0.04384805, + -0.02047498, + 0.023329595, + -0.039182127, + -0.029560482, + -0.016635016, + 0.01743199, + -0.017475462, + -0.0052093104, + 0.020706827, + -0.008360979, + -0.026314626, + 0.036805697, + -0.0044232043, + 0.03889232, + 0.0016365132, + 0.0021463952, + -0.01844632, + -0.046804097, + -0.028125929, + 0.052542306, + -0.0029940854, + -0.0065170717, + 0.035762385, + 0.010911295, + 0.02987927, + -0.018866543, + 0.036428947, + 0.007650948, + 0.017837722, + 0.008201584, + -0.025923382, + -0.004933992, + -0.02987927, + 0.015881514, + 0.029096788, + 0.030024175, + -0.005339724, + -0.016707469, + -0.035095826, + 0.011701024, + 0.026387077, + -0.007455327, + -0.01409919, + 0.0060461327, + -0.012548714, + -0.029966213, + -0.038022894, + -0.036660794, + 0.0026734846, + -0.0030647265, + -0.0086145615, + -0.0077234004, + -0.042312063, + -0.010063605, + 0.0073901205, + -0.013628251, + 0.003169782, + -0.010483827, + 0.00019460198, + -0.016649507, + -0.011259066, + -0.018736128, + 0.00089478417, + 0.001361195, + -0.010672203, + -0.040428307, + -0.011925626, + 0.01712769, + 0.009643382, + 0.011483667, + -0.0012733467, + -0.03019806, + 0.048484985, + 0.02751733, + 0.0006565977, + 0.0149541255, + -0.011498158, + -0.022923864, + 0.012700864, + -0.012027059, + 0.022880392, + -0.041819386, + -0.036370985, + 0.024054118, + -0.022445679, + -0.0124545265, + 0.013635497, + 0.02147482, + -0.007089444, + -0.012440036, + 0.017953645, + 0.015316387, + -0.0112445755, + -0.018562244, + -0.0052817627, + 0.045470975, + 0.024995996, + 0.0036207966, + -0.023720838, + 0.016519092, + 0.002394544, + 0.051701862, + -0.006810503, + -0.02214138, + 0.017200142, + -0.034081496, + 0.018576734, + -0.0155047625, + 0.021909533, + -0.00032105364, + -0.026126249, + -0.010606997, + -0.015490272, + -0.01744648, + 0.01673645, + -0.0028147665, + -0.043529257, + -0.057874784, + -0.0042638094, + 0.037820026, + -0.028575132, + 0.00652794, + -0.0021645082, + -0.044833396, + -0.0630044, + -0.018721638, + 0.029140258, + -0.023648385, + -0.0044232043, + 0.018518772, + -0.0029687274, + 0.01543231, + 0.00313899, + 0.020214153, + 0.038428627, + -0.041326713, + -0.035878308, + -0.029705387, + 0.03683468, + -0.009882474, + 0.024039626, + -0.01843183, + 0.0031317447, + -0.0113749895, + -0.02714058, + 0.008998558, + 0.03156016, + 0.012374829, + -0.036950603, + -0.0088246735, + 0.0077234004, + 0.008759466, + -0.010143302, + -0.007948002, + -0.018808581, + -0.0038218515, + 0.012679128, + 0.01257045, + -0.0077523813, + 0.0023818647, + 0.002454317, + -0.00063622056, + 0.025981344, + -0.017939154, + -0.003948643, + -0.028415738, + -0.010672203, + -0.024923543, + 0.054628927, + 0.010447602, + 0.017156672, + 0.013693458, + -0.003807361, + -0.030893601, + 0.012613921, + 0.0013177237, + 0.0074082334, + -0.023228163, + -0.00011943286, + 0.026358096, + 0.005850512, + 0.027024657, + 0.0057092304, + 0.023691857, + -0.026894242, + 0.014512167, + 0.008527619, + -0.00301401, + 0.0292272, + 0.005165839, + -0.0052056876, + 0.021025617, + -5.7905127e-05, + -0.02009823, + 0.025937874, + -0.008578336, + 0.061613318, + 0.017895684, + -0.017968135, + 0.007549515, + 0.013816627, + 0.035675444, + 0.011295292, + 0.019156352, + 0.050745495, + 0.015707629, + 0.021300934, + 0.017649347, + -0.023387557, + -0.010049115, + -0.03127035, + -0.052252498, + -0.031357296, + 0.027749177, + 0.043703143, + -0.03663181, + -0.0052455366, + 0.014809222, + 0.004223961, + -0.00049176905, + 0.014983106, + -0.03083564, + 0.045036264, + -0.013765911, + 0.02822736, + -0.007585741, + -0.02583644, + -0.011215595, + -0.030140098, + -0.014577375, + 0.008962332, + 0.036805697, + 0.0023365822, + -0.015359858, + 0.00755676, + 0.024923543, + -0.020953165, + -0.037414297, + -0.011505403, + 0.011845929, + 0.017692817, + 0.037964933, + 0.022213832, + -0.0044050915, + -0.0018837561, + 0.04836906, + -0.015577215, + -0.00789004, + -0.04663021, + 0.0025901648, + 0.0047999555, + -0.019562082, + -0.0153743485, + 0.011309782, + -0.016504603, + 0.03118341, + 0.0110562, + -0.0428627, + 0.008071171, + 6.022586e-05, + -0.008339244, + 0.0013747797, + -0.035675444, + 0.0030574813, + 0.022373227, + -0.041036904, + -0.014475942, + -0.021866063, + -0.028908413, + 0.02547418, + -0.02282243, + 0.020417018, + -0.014910654, + 0.0027785404, + 0.028082456, + 0.0051151225, + -0.021286445, + 0.022039948, + 0.04428276, + -0.0054592704, + -0.019054918, + -0.017475462, + -0.021909533, + 0.0218081, + 0.004785465, + 0.034979902, + -0.0042203385, + 0.0055462127, + 0.030053155, + 0.0023076013, + -0.040776078, + 0.01912737, + -0.026560962, + -0.023083258, + -0.030748697, + 0.023271633, + 0.008549355, + 0.017316066, + 0.022054438, + 0.016330717, + 0.0055751936, + 0.027604273, + 0.021286445, + 0.008933351, + 0.027705707, + 0.046977982, + -0.015330877, + 0.007984228, + 0.015591705, + 0.012657393, + -0.013200783, + 0.0046985224, + -0.008085661, + 0.008752221, + 0.0062055276, + 0.036428947, + -0.0012008946, + 0.016577054, + -0.015519253, + -0.036168117, + 0.0041189054, + -0.002626391, + -0.020706827, + -0.0050318027, + 0.0502818, + -0.02882147, + 0.010346169, + -0.0019471518, + -0.020257624, + -0.0055860616, + 0.004187735, + 0.0048035784, + -0.022692017, + -0.0020413396, + -0.01612785, + -0.008491393, + 0.029299654, + 0.014287566, + -0.02985029, + 0.008092906, + -0.060512044, + -0.028386757, + -0.02282243, + 0.0048289364, + -0.023054278, + 0.02415555, + -0.020561922, + -0.01205604, + -0.02543071, + 0.026705867, + 0.010947522, + -0.010317188, + -0.017808741, + -0.005165839, + -0.032806337, + 0.01193287, + 0.028676566, + -0.010353413, + 0.014005003, + -0.0075929863, + -0.025952363, + -0.026169721, + 0.045326073, + -0.0023039787, + 0.015881514, + 0.009628892, + -0.030893601, + -0.023851251, + -0.0017651158, + -0.0004333545, + 0.030342964, + 0.04494932, + -0.01777976, + 0.015403329, + 0.004571731, + 0.010085341, + 0.02511192, + -0.018924505, + 0.022010967, + -0.0013892702, + 0.0022061684, + 0.0018122096, + 0.023604915, + 0.0018457188, + 0.010338923, + 0.011664798, + 0.0064265067, + -0.03863149, + -0.00028822376, + 0.010215755, + -0.013063124, + -0.0027332578, + -0.009462252, + 0.010266471, + 0.025416218, + 0.008252301, + 0.029415578, + 0.0032023855, + -0.013294972, + 0.014142661, + -0.0006253527, + 0.027952043, + 0.013968777, + -0.012258906, + -0.025242332, + -0.0147440145, + 0.003050236, + -0.01343263, + 0.006248999, + -0.0076002316, + -0.004633316, + 0.021011127, + 0.007520534, + 0.008049435, + -0.0061040944, + 0.025575612, + -0.0024995995, + -0.017649347, + -0.017808741, + 0.028806979, + 0.0019036805, + -0.016533583, + 0.016794411, + -0.017997116, + -0.0153743485, + 0.018562244, + -0.007216235, + -0.02854615, + 0.01123733, + -0.007962492, + 0.020953165, + 0.0063612997, + 0.025952363, + -0.013947041, + -0.0009142557, + 0.0015830797, + 0.032226723, + -0.012773315, + 0.015707629, + 0.030371945, + -0.009925946, + -0.02586542, + -0.025198862, + 0.01875062, + -0.04500728, + -0.023706347, + -0.037617162, + 0.032081816, + 0.005821531, + 0.025648065, + 0.027386917, + -0.0136644775, + 0.008715995, + 0.028111437, + 0.005158594, + -0.020547433, + 0.013287726, + -0.006136698, + -0.037240412, + 0.0160554, + -0.026343606, + 0.004075434, + -0.04364518, + 0.0040066047, + -0.01473677, + 0.014925145, + -0.011541629, + 0.015953965, + -0.011816948, + 0.0036316644, + 0.0055208546, + 0.032980222, + -0.0036968715, + 0.025633574, + 0.10792474, + -0.0030701603, + 0.002318469, + 0.00044671286, + 0.016692977, + -0.021924024, + -0.027126089, + -0.0036425323, + -0.01914186, + -0.025937874, + -0.0026535604, + 0.032023855, + 0.010259226, + -0.016229283, + 0.0039341524, + 0.008433431, + 0.0010949332, + 0.002121037, + -0.001087688, + -0.00042044895, + 0.010201264, + 0.025387237, + -0.0027332578, + 0.016504603, + -0.053440712, + -0.009788287, + -0.025242332, + 0.010882314, + 0.014830957, + 0.043790087, + -0.013773155, + 0.03663181, + -0.03118341, + 0.0101143215, + 0.00050942926, + 0.023373067, + -0.053759504, + 0.008411696, + 0.023561442, + -0.013215274, + 0.005379573, + -0.009541949, + -0.010128812, + -0.017287085, + -0.009715835, + -0.04257289, + -0.0140847, + -0.020764789, + -0.0054665157, + -0.006690957, + 0.0024271475, + 0.027604273, + -0.028560642, + 0.024532301, + 0.042833716, + -0.030603793, + 0.008752221, + 0.02954599, + 0.05129613, + -0.023271633, + 0.017533423, + 0.025691535, + -0.0402834, + 0.023416538, + 0.005202065, + -0.022634055, + -0.02543071, + -0.0071365377, + -0.00060678687, + 0.03176303, + -0.015953965, + 0.021735648, + -0.014635337, + -0.050687533, + -0.000110319736, + 0.02080826, + 0.01914186, + -0.012302377, + -0.025343766, + 0.027357936, + -0.018518772, + 0.0054013086, + 0.033791687, + 0.033646785, + -0.016287245, + 0.0044340724, + 0.002318469, + -0.001212668, + -0.0008449733, + 0.04523913, + -0.035675444, + -0.021677686, + 0.011838683, + -0.02882147, + 0.002878162, + -0.00016143247, + 0.0021898665, + -0.03376271, + 0.012838523, + 0.010447602, + 0.013447121, + 0.03054583, + -0.007839324, + 0.016577054, + 0.016171321, + 0.015185973, + -0.054078292, + 0.04126875, + 0.014758505, + 0.036457926, + 0.011208349, + -0.028357776, + 0.013606516, + -0.012353093, + -0.016939316, + 0.012077775, + 3.0763866e-05, + 0.001561344, + 0.0073973658, + -0.028270833, + 0.0075277793, + 0.0025847307, + 0.0046079573, + -0.016359698, + 0.0045173923, + -0.043877028, + 0.0052093104, + -0.00045237318, + -0.014193378, + -0.021373387, + 0.037762064, + -0.0061765467, + 0.005745456, + -0.0018837561, + 0.039703783, + 0.008194339, + 0.014367264, + -0.027923062, + -0.01373693, + 0.02314122, + 0.018996956, + 0.024662714, + 0.012222679, + -0.0046152025, + 0.014381754, + -0.016997278, + 0.010396885, + 0.0035229863, + -0.03292226, + 0.008744976, + -0.0056150425, + -0.041181806, + 0.0016229284, + -0.029024335, + 0.026198702, + 0.0039595105, + 0.020286605, + 0.008252301, + 0.004473921, + -0.039442956, + -0.011295292, + -0.002979595, + -0.03990665, + 0.016533583, + 0.024532301, + 0.0045173923, + 0.013577535, + 0.016620526, + 0.014055719, + 0.02277896, + 0.028415738, + -0.025735008, + -0.0045789764, + -0.0008984068, + -0.00048135404, + -0.024083098, + 0.0006316923, + 0.020764789, + -0.05674453, + -0.0098245125, + 0.015403329, + -0.029705387, + -0.017634856, + 0.036023214, + -0.002251451, + -0.00789004, + 0.0067344285, + -0.016533583, + -0.004506524, + -0.00176421, + -0.009578176, + -0.00029682743, + -0.034835, + -0.0073720072, + -0.017707309, + -0.017953645, + -0.026285645, + -0.034168437, + 0.0020141702, + 0.036718756, + -0.0012244415, + -0.014120926, + 0.011382234, + -0.002466996, + 0.032052837, + 0.05129613, + -0.020243134, + 0.0147440145, + -0.013476102, + -0.019562082, + 0.039471935, + -0.0047999555, + 0.006321451, + 0.0026734846, + 0.055237528, + -0.008629052, + 0.0076944195, + -0.004137018, + -0.0033454786, + 0.015852533, + 0.0052056876, + 0.012193698, + 0.012729845, + -0.033733726, + -0.047412694, + 0.020895204, + 0.024083098, + 0.009512968, + -0.021648705, + 0.0016174945, + -0.060859814, + -0.047035944, + -0.0221124, + -0.0013412706, + -0.0034106853, + -0.02046049, + -0.017301576, + 0.019170841, + 0.026372585, + 9.8433055e-05, + -0.031936914, + -0.011215595, + 0.015041068, + 0.06004835, + -0.0091144815, + 0.005531722, + -0.0069517847, + 0.02175014, + -0.02918373, + -0.0032512906, + -0.00060905097, + 0.046079572, + -0.009433271, + -0.020692337, + -0.027444879, + -0.0026426925, + -0.0058613797, + -0.019866383, + -0.0096651185, + -0.012766071, + -0.020214153, + 0.002615523, + 0.049702182, + 0.008237811, + 0.007679929, + -0.038080856, + 0.013265991, + 0.011193858, + -0.0069083134, + 0.008049435, + 0.005165839, + -0.0035084959, + -0.030111117, + -0.0058831153, + -0.0035247975, + 0.012526979, + -0.010578016, + -0.014041228, + -0.0122444155, + -0.03721143, + -0.0057418337, + -0.0076002316, + 0.0023836761, + 0.0056440234, + 0.0015993814, + -0.006495336, + -0.0028799733, + -0.0044123367, + -0.01576559, + -0.021315426, + 0.01911288, + -0.022068929, + -0.037617162, + -0.001587608, + -0.0063794125, + 0.017605875, + 0.0054918737, + -0.019866383, + -0.041471615, + -0.007274197, + -0.032516528, + 0.026416058, + 0.020040268, + -0.011882154, + -0.0008101057, + 0.009911455, + -0.017272595, + 0.028053477, + -0.002573863, + 0.05468689, + -0.03689264, + 0.004408714, + -0.0013965154, + -0.021286445, + 0.017852213, + 0.019214313, + -0.04121079, + 0.029908251, + 0.003461402, + 0.038515568, + -0.009353574, + 0.029125769, + -0.0027459369, + 0.02985029, + -0.0030339342, + -0.018678168, + 0.040689133, + -0.006488091, + 0.029676406, + 0.03625506, + -0.009788287, + -0.019083899, + 0.012744335, + -0.01090405, + 0.044137858, + -0.005995416, + -0.016837882, + 0.022025457, + 0.012389319, + -0.046253458, + -0.018388359, + 0.017316066, + -0.012171963, + 0.00987523, + 0.0040500755, + 0.001626551, + -0.009440516, + -0.028879432, + -0.002937935, + -0.017316066, + -0.005951945, + 0.011983587, + 0.04094996, + -0.01975046, + -0.016649507, + 0.013715194, + 0.029343124, + -0.00313899, + 0.013381914, + -0.041181806, + -0.0321108, + -0.011317028, + 0.033414938, + -0.011230085, + -0.022605075, + -0.008049435, + -0.013483347, + -0.0008010492, + 0.0010125189, + -0.0443697, + -0.034690093, + 0.011990832, + 0.0013385536, + 0.0040283403, + -0.008629052, + -0.044137858, + -0.04828212, + -0.022213832, + -0.024677206, + -0.069206305, + 0.018214474, + -0.0010704807, + 0.0005184858, + 0.009773796, + 0.013519573, + 0.018721638, + 0.003521175, + -0.0237788, + -0.012831277 + ] + } + ], + "model": "text-embedding-3-small", + "usage": { + "prompt_tokens": 7, + "total_tokens": 7 + } + } + headers: + CF-RAY: + - 939c1708fdf87961-NRT + Connection: + - keep-alive + Content-Type: + - application/json + Date: + - Sat, 03 May 2025 01:47:23 GMT + Server: + - cloudflare + Set-Cookie: test_set_cookie + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-allow-origin: + - '*' + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + content-length: + - '33338' + openai-model: + - text-embedding-3-small + openai-organization: test_openai_org_id + openai-processing-ms: + - '89' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + via: + - envoy-router-6546dd5b5b-cgzc4 + x-envoy-upstream-service-time: + - '27' + x-ratelimit-limit-requests: + - '5000' + x-ratelimit-limit-tokens: + - '5000000' + x-ratelimit-remaining-requests: + - '4999' + x-ratelimit-remaining-tokens: + - '4999992' + x-ratelimit-reset-requests: + - 12ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_3db89a0fc1f707874dd19823da0aab4b + status: + code: 200 + message: OK +version: 1 diff --git a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_async_embeddings_with_dimensions.yaml b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_async_embeddings_with_dimensions.yaml new file mode 100644 index 0000000000..14d314b5da --- /dev/null +++ b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_async_embeddings_with_dimensions.yaml @@ -0,0 +1,629 @@ +interactions: +- request: + body: |- + { + "input": "This is a test for async embeddings with dimensions", + "model": "text-embedding-3-small", + "dimensions": 512 + } + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + authorization: + - Bearer test_openai_api_key + connection: + - keep-alive + content-length: + - '118' + content-type: + - application/json + host: + - api.openai.com + user-agent: + - AsyncOpenAI/Python 1.26.0 + x-stainless-arch: + - arm64 + x-stainless-async: + - async:asyncio + x-stainless-lang: + - python + x-stainless-os: + - Linux + x-stainless-package-version: + - 1.26.0 + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.9.2 + method: POST + uri: https://api.openai.com/v1/embeddings + response: + body: + string: |- + { + "object": "list", + "data": [ + { + "object": "embedding", + "index": 0, + "embedding": [ + -0.0068461937, + -0.074672244, + 0.063718334, + -0.030411024, + -0.033028822, + -0.014435025, + 0.054880943, + 0.032230485, + -0.00655378, + 0.019104362, + 0.017656216, + -0.054323968, + -0.025435349, + -0.047454566, + -0.036816277, + -0.0014435025, + -0.009347955, + -0.018111084, + 0.041030746, + 0.011631567, + -0.022483364, + -0.07307558, + 0.04210757, + 0.050536513, + 0.0070411363, + -0.0164123, + 0.028907182, + 0.048717048, + 0.105603114, + -0.01207715, + -0.0030169666, + -0.05068504, + -0.016180225, + -0.074003875, + -0.026177987, + 0.048642784, + -0.038468644, + 0.09891938, + -0.06360694, + 0.009473275, + 0.0039754338, + -0.03995392, + -0.07225867, + 0.0047621657, + -0.006470233, + 0.06654036, + -0.06921386, + -0.010619722, + 0.018556666, + 0.06479516, + -0.06746866, + 0.03124649, + -0.026103724, + 0.071404636, + -0.06861974, + 0.015066267, + -0.017981121, + 0.01111172, + -0.016560826, + 0.015539699, + 0.067691445, + -0.06245585, + -0.056440484, + -0.036370695, + 0.020422544, + -0.0018670382, + -0.04285021, + 0.04437262, + -0.01969847, + -0.01919719, + 0.05476955, + 0.0318963, + -0.017052824, + 0.0070364946, + 0.03417991, + 0.034718323, + 0.038431514, + 0.014657817, + -0.044781066, + -0.04207044, + -0.028647259, + 0.08146738, + -0.04110501, + -0.019457115, + -0.018835155, + -0.018825872, + -0.06590912, + -0.0058436324, + -0.017637651, + -0.010127725, + -0.034569796, + -0.063644074, + -0.102781095, + -0.030930871, + -0.011919339, + 0.028795786, + 0.03089374, + -0.07370681, + -0.059559565, + 0.023615887, + 0.01095391, + 0.050833568, + -0.019902697, + 0.021313708, + -0.039025623, + -0.043407187, + 0.009436144, + -0.0020933107, + -0.05265303, + 0.02874009, + -0.07084766, + -0.031766336, + 0.0073660403, + 0.026289383, + 0.07040208, + -0.03492255, + -0.03211909, + -0.013386049, + 0.00016433766, + -0.028108846, + -0.04151346, + -0.018593797, + 0.05952243, + -0.002634044, + -0.033103086, + -0.0647209, + -0.04678619, + -0.09015625, + -0.09706278, + 0.03033676, + 0.03692767, + -0.0003791515, + 0.07489504, + 0.05670041, + -0.10627149, + -0.031747773, + -0.094760604, + 0.051427677, + -0.0074635115, + 0.019958396, + -0.024618449, + -0.018148215, + 0.05673754, + -0.02552818, + -0.03950834, + 0.038320117, + -0.057405915, + 0.097953945, + 0.020589637, + 4.9823462e-05, + -0.037967365, + -0.05967096, + -0.027032021, + 0.03317735, + -0.044558275, + -0.052170318, + -0.02630795, + 0.022706155, + 0.035720885, + -0.016709354, + -0.050647907, + 0.005876123, + 0.03507108, + -0.031135095, + 0.015938867, + 0.036147904, + -0.023244567, + -0.027459038, + -0.061861742, + -0.1181537, + 0.004971033, + -0.05009093, + -0.059151113, + -0.02484124, + -0.006182461, + -0.007291776, + 0.024729844, + -0.07723435, + 0.004653091, + -0.05814855, + -0.049051236, + 0.03653779, + 0.025101162, + -0.0076445295, + -0.09505766, + 0.10448916, + 0.027737528, + 0.047268905, + 0.039248414, + 0.014648533, + -0.023894375, + 0.07612039, + 0.06939951, + 0.0065212897, + 0.029909743, + -0.035126776, + 0.06360694, + 0.0072175125, + 0.032898862, + -0.022947513, + -0.000543054, + 0.05265303, + -0.0022418383, + 0.011232399, + 0.043332923, + -0.060599256, + -0.016087394, + -0.056774672, + -0.0318963, + -0.007858038, + 0.041030746, + -0.020329714, + 0.034885418, + -0.008818826, + -0.049199764, + 0.024599882, + -0.04069656, + -0.007403172, + 0.033325877, + -0.026976323, + -0.039842527, + 0.056997463, + 0.061081972, + 0.04028811, + -0.0637926, + -0.01544687, + -0.018519534, + -0.02222344, + 0.032898862, + 0.033530105, + -0.008247923, + -0.02859156, + -0.031060832, + 0.011937905, + 0.041996177, + -0.021146616, + 0.028907182, + -0.017637651, + -0.05361846, + -0.007853396, + -0.00586684, + -0.05502947, + 0.02428426, + 0.017730482, + 0.0032026262, + 0.028257374, + 0.017396294, + -0.052021787, + 0.030819476, + -0.039322678, + -0.04582076, + 0.026734967, + -0.03497825, + -0.014147253, + -0.0569232, + -0.0018972079, + -0.06011654, + 0.05792576, + 0.0045904308, + 0.018408138, + -0.003485757, + 0.043184396, + -0.048457127, + 0.0422561, + 0.023764415, + -0.060933445, + 0.03692767, + -0.00048387505, + -0.0021478483, + -0.07006789, + 0.005138126, + -0.013432464, + 0.030113969, + -0.056997463, + -0.075377755, + 0.022873249, + -0.056626145, + -0.01794399, + 0.018064668, + -0.008247923, + 0.026456477, + -0.037503216, + 0.020311147, + 0.07556341, + -0.02796032, + 0.011919339, + 0.021109484, + -0.028535863, + -0.006563063, + -0.0066280435, + -0.010062744, + -0.073558286, + 0.059373904, + 0.04730604, + -0.02003266, + -0.01198432, + 0.024488486, + -0.020923825, + 0.037187595, + -0.04715751, + 0.059559565, + -0.03395712, + 0.043889903, + 0.035126776, + -0.036816277, + 0.074857906, + -0.06639183, + 0.086146004, + 0.07418953, + -0.027069153, + -0.019828433, + 0.0077420007, + -0.060265068, + 0.061081972, + -0.09030478, + -0.0061406875, + 0.0440013, + -0.029724084, + 0.032081958, + -0.06739439, + -0.015121966, + -0.068471216, + 0.014379327, + -0.09386944, + -0.0003707388, + -0.05361846, + -0.0019088116, + -0.021889254, + -0.007964792, + -0.0065862704, + -0.024247129, + 0.049236897, + 0.047417432, + 0.0064470256, + 0.026734967, + -0.040362373, + -0.0121699795, + -0.036593486, + 0.057591572, + 0.012151414, + -0.09134447, + 0.008011207, + 0.033808593, + -0.01579034, + -0.005165975, + 0.026883494, + 0.018073952, + 0.03542383, + 0.08540336, + -0.04325866, + 0.006669817, + -0.023448793, + -0.022242006, + 0.011631567, + 0.07199875, + -0.08815113, + -0.038282987, + -0.017080672, + -0.042404626, + -0.04288734, + 0.011492322, + -0.03061525, + -0.019085795, + 0.08065048, + -0.0023694793, + -0.047046114, + -0.011185984, + 0.045226652, + 0.015233361, + -0.0073567573, + -0.013822349, + 0.037726007, + -0.0284616, + 0.013376766, + -0.048048675, + 0.015567548, + -0.039062757, + 0.069770835, + 0.049756743, + 0.0699565, + 0.022873249, + -0.018649496, + -0.055140868, + -0.072518595, + -0.03167351, + -0.019327153, + 0.02337453, + 0.0073242667, + -0.022149177, + -0.025026899, + 0.00052419794, + -0.028071715, + -0.009501124, + 0.0048039393, + 0.022056347, + 0.0063495543, + 0.082952656, + -0.05339567, + 0.011770812, + -0.00090683054, + -0.041624855, + -0.07797699, + 0.013970876, + -0.035535228, + 0.0015409738, + 0.029594122, + 0.07626892, + 0.02437709, + 0.03973113, + 0.001357635, + -0.03670488, + -0.006029292, + 0.04207044, + -0.07790272, + -0.024766976, + 0.03198913, + 0.010916778, + -0.06531501, + 0.02809028, + 0.14340338, + -0.083398245, + -0.022464799, + -0.042293232, + -0.012095716, + 0.027013455, + -0.01997696, + 0.0955775, + 0.022984644, + -0.001954066, + -0.050759304, + -0.06368121, + -0.009635727, + 0.09654293, + 0.043927036, + -0.053841252, + -0.054101173, + 0.044966727, + 0.016143093, + -0.04370424, + -0.028610127, + -0.009533615, + 0.013311786, + -0.08488352, + -0.030095402, + -0.009190145, + -0.029278502, + -0.01844527, + 0.024135733, + 0.0002032101, + -0.02396864, + 0.023114607, + -0.09386944, + -0.008535695, + -0.05499234, + -0.024191432, + -0.04266455, + 0.0033697197, + 0.005917896, + 0.11703974, + -0.015409738, + 0.056106295, + -0.07292704, + -0.0690282, + 0.0440013, + 0.096394405, + 0.023281699, + 0.011566586, + 0.003112117, + 0.033845723, + 0.011278814, + -0.023671584, + 0.08176444, + 0.045523707, + 0.03417991, + 0.053915516, + -0.041921914, + 0.008535695, + -0.03492255, + -0.006985438, + -0.032731768, + 0.00080703857, + -0.027718961, + -0.04619208, + -0.041699123, + 0.021814989, + 0.20793863, + -0.05228171, + -0.06100771, + 0.060524993, + -0.03564662, + -0.05796289, + 0.01672792, + -0.048382863, + -0.02053394, + 0.031265058, + -0.038208723, + -0.0012369563, + -0.052950084, + 0.067617185, + -0.025175426, + 0.030299628, + 0.035999376, + -0.0032815314, + 0.029445594, + 0.033344444, + -0.023578756, + -0.06356981, + -0.0011104759, + -0.028944314, + 0.040659428, + -0.021517934, + 0.04756596 + ] + } + ], + "model": "text-embedding-3-small", + "usage": { + "prompt_tokens": 9, + "total_tokens": 9 + } + } + headers: + CF-RAY: + - 939c17136f99e37d-NRT + Connection: + - keep-alive + Content-Type: + - application/json + Date: + - Sat, 03 May 2025 01:47:24 GMT + Server: + - cloudflare + Set-Cookie: test_set_cookie + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-allow-origin: + - '*' + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + content-length: + - '11151' + openai-model: + - text-embedding-3-small + openai-organization: test_openai_org_id + openai-processing-ms: + - '100' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + via: + - envoy-router-964f95c58-6whsj + x-envoy-upstream-service-time: + - '53' + x-ratelimit-limit-requests: + - '5000' + x-ratelimit-limit-tokens: + - '5000000' + x-ratelimit-remaining-requests: + - '4999' + x-ratelimit-remaining-tokens: + - '4999987' + x-ratelimit-reset-requests: + - 12ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_25528908028913f5e0c09c82f660f73d + status: + code: 200 + message: OK +version: 1 diff --git a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_embeddings_model_not_found.yaml b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_embeddings_model_not_found.yaml new file mode 100644 index 0000000000..bf1a48bf9f --- /dev/null +++ b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_embeddings_model_not_found.yaml @@ -0,0 +1,84 @@ +interactions: +- request: + body: |- + { + "input": "This is a test for embeddings with bad model", + "model": "non-existent-embedding-model" + } + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + authorization: + - Bearer test_openai_api_key + connection: + - keep-alive + content-length: + - '98' + content-type: + - application/json + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.26.0 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - Linux + x-stainless-package-version: + - 1.26.0 + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.9.2 + method: POST + uri: https://api.openai.com/v1/embeddings + response: + body: + string: |- + { + "error": { + "message": "The model `non-existent-embedding-model` does not exist or you do not have access to it.", + "type": "invalid_request_error", + "param": null, + "code": "model_not_found" + } + } + headers: + CF-RAY: + - 939c18494d21ebf9-NRT + Connection: + - keep-alive + Content-Type: + - application/json; charset=utf-8 + Date: + - Sat, 03 May 2025 01:48:13 GMT + Server: + - cloudflare + Set-Cookie: test_set_cookie + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + content-length: + - '234' + openai-organization: test_openai_org_id + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + vary: + - Origin + x-request-id: + - req_e843ad138683a94b77b77e73be3b1fd5 + status: + code: 404 + message: Not Found +version: 1 diff --git a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_embeddings_no_content.yaml b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_embeddings_no_content.yaml new file mode 100644 index 0000000000..f109433d6f --- /dev/null +++ b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_embeddings_no_content.yaml @@ -0,0 +1,1652 @@ +interactions: +- request: + body: |- + { + "input": "This is a test for embeddings", + "model": "text-embedding-3-small" + } + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + authorization: + - Bearer test_openai_api_key + connection: + - keep-alive + content-length: + - '77' + content-type: + - application/json + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.26.0 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - Linux + x-stainless-package-version: + - 1.26.0 + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.9.2 + method: POST + uri: https://api.openai.com/v1/embeddings + response: + body: + string: |- + { + "object": "list", + "data": [ + { + "object": "embedding", + "index": 0, + "embedding": [ + 0.009139273, + -0.010902632, + 0.025990667, + -0.040262204, + -0.022861907, + -0.034992713, + 0.03507505, + 0.0278295, + -0.00016617251, + 0.020652562, + 0.019897819, + -0.01844322, + -0.021901323, + -0.026402347, + -0.017372854, + 0.012364092, + -0.02548293, + 0.0061957687, + -0.00823358, + 0.0140313925, + 0.01568497, + -0.04215593, + 0.008261025, + 0.030875925, + 0.015341904, + -0.0027994171, + 0.016110372, + 0.038231257, + 0.052969363, + -0.021791542, + 0.006576572, + -0.02944877, + -0.01250818, + -0.025976945, + -0.017688474, + 0.033702787, + -0.020734899, + 0.04487301, + -0.037545122, + 0.016329933, + -0.002789125, + 0.0055164983, + -0.052914474, + 0.007821901, + 0.0002815284, + 0.05113053, + -0.058623087, + -0.028103953, + -0.034059577, + 0.04748031, + -0.06208119, + 0.022916798, + -0.0033843443, + 0.0040516076, + -0.01912935, + 0.012391537, + -0.033098992, + 0.0040104394, + -0.0055267904, + -0.013729494, + 0.045065127, + -0.009653872, + -0.012096501, + -0.014161757, + -0.00014548135, + -0.009544091, + -0.026306288, + 0.044900455, + 0.0027479574, + -0.016563218, + 0.05310659, + 0.023602929, + -0.02950366, + 0.015204677, + 0.017455189, + 0.01370891, + -0.0046931403, + 0.016014313, + -0.021585701, + -0.045888484, + -0.03392235, + 0.026731689, + -0.014655772, + 0.00055062067, + -0.024138112, + -0.009859712, + -0.0834885, + -0.018058985, + -0.021695483, + -0.04550425, + -0.016165262, + -0.050526734, + -0.064770825, + -0.019705702, + 0.014257816, + 0.008658982, + 0.008446281, + -0.048193887, + -0.030821033, + 0.015890809, + -0.0040516076, + 0.017400298, + -0.009736208, + 0.0017959496, + 0.00082035613, + -0.023836214, + 0.016233874, + -0.015781028, + -0.05398484, + -0.015287013, + -0.047041185, + -0.010127303, + 0.015698692, + 0.011924968, + 0.05977579, + 0.00095200766, + 0.0030241252, + -0.04388498, + -0.029256653, + -0.026169062, + -0.023685265, + -0.021969935, + 0.040371988, + -0.036310088, + -0.021654315, + -0.029723223, + -0.018333437, + -0.02647096, + -0.03669432, + -0.012226866, + -0.0021441614, + -0.02142103, + 0.038176365, + 0.050746296, + -0.04888002, + -0.02293052, + -0.07893258, + 0.022916798, + -0.013070808, + 0.05387506, + 0.0013971356, + -0.021544535, + 0.018841175, + -0.023575483, + -0.023575483, + -0.013331538, + -0.03293432, + 0.049868047, + 0.03090337, + -0.01579475, + 0.0020858403, + -0.00090912444, + -0.05124031, + -0.00536898, + -0.049593594, + -0.037847023, + -0.025675047, + -0.009207887, + 0.03611797, + -0.012521903, + -0.01866278, + 0.024892855, + 0.029256653, + -0.012117085, + -0.0025181032, + 0.016480882, + 0.017276796, + -0.005972776, + -0.013441319, + -0.04621783, + 0.0026227382, + -0.0237676, + -0.026772857, + 0.00026115886, + -0.02417928, + -0.021105409, + -0.0013096537, + -0.07898748, + 0.023355922, + -0.023328476, + -0.01136234, + 0.026100447, + -0.020213438, + 0.0069162073, + -0.05096586, + 0.06070893, + 0.018374605, + 0.06361812, + 0.0063878857, + 0.0045730677, + -0.00599336, + 0.037270673, + 0.06367302, + 0.005561097, + -0.0002618021, + -0.0263749, + 0.053655494, + -0.012281757, + 0.048962355, + -0.015451685, + 0.0015146356, + 0.047233302, + -0.02568877, + 0.021503367, + 0.026663076, + -0.013441319, + -0.02835096, + -0.024563514, + -0.03529461, + 0.00028109955, + 0.04824878, + -0.024892855, + -0.005139126, + 0.0031013151, + -0.020460445, + 0.03340089, + -0.03891739, + -0.0073827766, + 0.03518483, + -0.0066074478, + -0.03976819, + 0.05513754, + 0.074212, + 0.023012856, + -0.06773492, + -0.0040687607, + 0.0011432669, + -0.028625412, + 0.027788332, + -0.010703654, + -0.007547448, + -0.026004389, + 0.013098253, + -0.01620643, + 0.017496357, + -0.02835096, + 0.0010240515, + -0.005530221, + -0.030519135, + 0.017345408, + -0.04575126, + -0.008796208, + 0.034361474, + -0.013407012, + 0.000549763, + 0.018058985, + 0.011822049, + -0.027280595, + 0.023204973, + 0.008789347, + 0.0027908406, + 0.021064242, + -0.0042608776, + -0.024892855, + -0.025400594, + -0.014504823, + -0.04528469, + 0.037270673, + 0.028378405, + 0.0033105852, + -0.0022625192, + 0.017866869, + -0.030244684, + -0.020981906, + 0.0120141655, + -0.034581035, + 0.027472712, + 0.010429201, + 0.0066143093, + -0.0672409, + -0.015534021, + -0.014587159, + 0.04591593, + -0.0134207355, + -0.05294192, + 0.037407897, + -0.03438892, + -0.024975192, + -0.010806574, + 0.00012007304, + -0.0034478116, + -0.042210817, + 0.024453731, + 0.047754765, + -0.028433295, + -0.0054856227, + -0.013695188, + -0.018827453, + -0.045833595, + -0.011657377, + -0.0018628475, + -0.061367616, + 0.060379583, + 0.010298836, + -0.021764096, + 0.020295775, + 0.016590664, + 0.011369201, + 0.022999132, + -0.026896361, + 0.0466844, + -0.013503071, + 0.043171402, + 0.06850339, + -0.037270673, + 0.040564105, + -0.028213734, + 0.038807604, + 0.037654907, + -0.0016973182, + -0.029091982, + 0.0065422654, + -0.015067451, + 0.0341968, + -0.052475348, + 0.00019458265, + 0.03641987, + -0.0064976667, + 0.025455484, + -0.027692273, + -0.02246395, + -0.03252264, + 0.015698692, + -0.035514176, + -0.0026964974, + -0.013571684, + -0.020858401, + 0.011664238, + -0.003955549, + 0.0023843076, + -0.0007435952, + 0.036310088, + 0.028899865, + 0.008899127, + -0.03216585, + -0.037188336, + -0.03899972, + 0.011684822, + 0.021023074, + -0.0021355848, + -0.031315047, + -0.008905989, + 0.037407897, + -0.012967888, + -0.01141037, + 0.052036226, + 0.015534021, + 0.03408702, + 0.041140452, + -0.015122342, + 0.005128834, + -0.010209639, + -0.009907741, + 0.0028491616, + 0.05867798, + -0.042814616, + -0.005760075, + 0.0014074276, + 0.010092997, + -0.028007895, + 0.0126179615, + 0.0017547817, + -0.015959423, + 0.046355054, + 0.029750668, + -0.030601472, + -0.0089746015, + 0.031342495, + 0.010031245, + -0.0054341624, + -0.022436505, + 0.023589207, + 0.01724935, + 0.009763653, + -0.020309497, + 0.012391537, + -0.015328181, + 0.045120016, + 0.040152423, + 0.03987797, + 0.017633583, + -0.028049061, + -0.029146872, + -0.06268499, + -0.011959274, + 0.0052557685, + 0.020776067, + -0.017276796, + -0.034004685, + 0.0016930299, + 0.030189792, + -0.024165556, + -0.019993877, + -0.014449933, + 0.04295184, + 0.023726432, + 0.053490825, + -0.017551247, + 0.00079291087, + 0.005945331, + -0.03913695, + -0.063288786, + 0.00025022365, + -0.010442924, + 0.01084088, + 0.025345704, + 0.029311543, + 0.0076023387, + 0.021077964, + -0.018360883, + -0.006528543, + -0.027898112, + 0.04528469, + -0.027376654, + 0.006171754, + 0.028570522, + 0.019582197, + -0.038395926, + 0.002845731, + 0.038478263, + -0.02412439, + -0.037106, + -0.055110093, + 0.010484092, + 0.013146282, + -0.019637087, + 0.09089872, + 0.0073004407, + 0.012055333, + -0.0591171, + -0.03919184, + -0.0010060405, + 0.03362045, + 0.03002512, + -0.039329067, + -0.031973734, + 0.059501335, + 0.028625412, + -0.0118014645, + -0.017674752, + 0.008315915, + 0.0012830662, + -0.033538114, + -0.037106, + -0.010017522, + -0.03002512, + -0.01652205, + 0.020776067, + -0.026800303, + -0.041195344, + -0.009564675, + -0.06400236, + -0.0040687607, + -0.04127768, + 0.012467012, + -0.041305125, + -0.011684822, + 0.011293727, + 0.055027757, + 0.010936938, + 0.0018302562, + -0.050307173, + -0.044790674, + 0.05686659, + 0.060214914, + -0.005121973, + -0.018937234, + -0.0073827766, + 0.052228343, + -0.025139865, + -0.003272848, + 0.04278717, + -0.013153144, + 0.009482339, + 0.01334526, + -0.038341038, + 0.009146135, + -0.03356556, + -0.02089957, + -0.031095486, + 0.0017582123, + -0.033373445, + -0.031424828, + -0.022134608, + -0.009530368, + 0.1397513, + -0.028103953, + -0.007046572, + 0.018786285, + -0.01501256, + -0.029366435, + -0.0012676283, + -0.02777461, + -0.01646716, + 0.04017987, + -0.03183651, + 0.0068819006, + -0.031452276, + 0.036831547, + -0.026155338, + -0.017345408, + 0.008631536, + -0.012384676, + 0.025222199, + 0.02490658, + 0.017921759, + -0.041963812, + 0.011911245, + -0.034800597, + 0.006765258, + -0.003784016, + 0.00599336, + -0.038588043, + 0.006446207, + 0.01939008, + -0.0044701477, + -0.028460741, + 0.068338715, + -0.007904236, + -0.028268624, + 0.02756877, + -0.016837671, + 0.0052248924, + -0.056262795, + 0.011444676, + 0.0023054024, + -0.017221905, + -0.056153014, + -0.042183373, + -0.004497593, + -0.028103953, + -0.014806721, + 0.028543077, + 0.0011792887, + -0.01974687, + 0.0030978844, + -0.013139421, + 0.024632126, + 0.015671248, + -0.0061957687, + 0.035569064, + -0.0033311693, + 0.035514176, + -0.008350222, + -0.0023774463, + 0.039411403, + 0.032193296, + -0.007437667, + -0.01912935, + 0.010724238, + 0.00515971, + -0.015643802, + 0.029531106, + -0.020350665, + 0.019938985, + 0.021242635, + 0.026745412, + -0.0025558404, + -0.035349503, + 6.362799e-05, + 0.009894018, + 0.028954756, + 0.06888762, + 0.04451622, + -0.048660457, + 0.036337532, + 0.010257668, + 0.0057189073, + 0.04701374, + -0.024330229, + -0.04992294, + -0.009647011, + 0.012288618, + 0.019650811, + -0.003955549, + 0.017949203, + -0.012755187, + 0.028213734, + -0.028323514, + -0.024220448, + -0.008405113, + -0.0006243798, + 0.015040006, + 0.00083879597, + -0.0061202943, + 0.034169357, + 0.015822196, + -0.019938985, + -0.015808472, + 0.023150083, + 0.040097535, + 0.003814892, + 0.026443513, + -0.03466337, + 0.024193002, + -0.020158548, + 0.04248527, + -0.0026073002, + -0.02011738, + 0.024590958, + 0.003674235, + -2.9401814e-05, + -0.021352418, + 0.01146526, + 0.021983659, + 0.0053929947, + -0.034937825, + 0.035020158, + 0.024810521, + -0.0031802203, + -0.011334895, + -0.033071544, + -0.0008688142, + -0.008315915, + 0.02518103, + 0.0028011324, + 0.011026136, + -0.0042334325, + 0.024879133, + -0.016686723, + -0.011746574, + -0.02365782, + -0.011842633, + 0.008960879, + -0.022052271, + 0.03809403, + 0.015245846, + 0.00990088, + -0.008885405, + 0.012041611, + -0.020048767, + 0.0038046, + 0.025084972, + -0.04967593, + -0.013887305, + -0.020885848, + -0.027404098, + 0.03628264, + 0.015259568, + -0.045668922, + 0.0041922643, + -0.018415773, + 0.03101315, + 0.012117085, + -0.009461756, + -0.011746574, + 0.0055096373, + 0.006401608, + -0.0011741428, + -0.010278252, + 0.017070955, + -0.028597968, + 0.004446133, + -0.008357083, + 0.0148341665, + -0.058074184, + -0.021517089, + -0.0046142354, + -0.0020000737, + -0.044159435, + -0.008947156, + 0.020611394, + -0.0017350554, + -0.0200076, + 0.0016432853, + 0.020048767, + -0.07437667, + 0.027637383, + -0.012192559, + 0.011931829, + -0.0014357305, + -0.015053729, + 0.037243225, + -0.030656362, + 0.014024531, + -0.035925854, + -0.029091982, + -0.0066074478, + 0.002830293, + -0.007259273, + -0.018854897, + 0.021242635, + -0.018539278, + -0.036255196, + 0.016178984, + 0.010388033, + 0.03798425, + 0.0038835052, + -0.0004200412, + -0.017674752, + -0.06103827, + -0.012446428, + 0.04012498, + 0.002454636, + -0.0018988693, + 0.044461332, + 0.004446133, + 0.02997023, + -0.010230223, + -0.0030995996, + 0.008336499, + 0.017606137, + -0.017921759, + -0.040783666, + 0.00859723, + -0.034745708, + 0.0010823727, + 0.035047606, + 0.03315388, + 0.0020858403, + -0.0045318995, + -0.00786993, + 0.019980153, + 0.017811978, + -0.0031716435, + -0.013674604, + 0.013894166, + -0.0051837247, + -0.0076435064, + -0.012727742, + -0.026910083, + -0.015973145, + -0.00813066, + 0.0021870446, + -0.00823358, + -0.023753878, + -0.010641902, + -0.009345113, + -0.017606137, + -0.01579475, + 0.010271391, + 0.0029778113, + -0.0010017522, + -0.020240884, + 0.015781028, + 0.0053072283, + -0.001751351, + 0.0025524097, + -0.038533155, + -0.018703949, + -0.012837524, + 0.029613443, + 0.024604682, + -0.0013456757, + -0.03960352, + 0.046382498, + 0.046739288, + -0.0054959147, + 0.014202925, + -0.019513585, + -0.010285113, + 0.0115956245, + -0.0051151114, + 0.005540513, + -0.029640887, + -0.022834461, + 0.034251694, + -0.030683808, + -0.0043020453, + 0.022326725, + 0.03529461, + 0.017729642, + 0.0026175922, + 0.01771592, + 0.01803154, + -0.03180906, + -0.030299574, + -0.0020618257, + 0.03685899, + 0.02704731, + 0.0053346734, + -0.025675047, + 0.024110666, + 0.0048166444, + 0.047343083, + -0.028460741, + -0.017180737, + 0.014449933, + -0.052036226, + 0.026800303, + -0.01302964, + 0.027760886, + 0.010868325, + -0.035486728, + -0.0063501485, + -0.011746574, + -0.021379862, + 0.004600513, + -0.008041463, + -0.057360604, + -0.032220744, + 0.002293395, + 0.030985706, + -0.024042053, + 0.01626132, + -0.0001327236, + -0.037490234, + -0.065758854, + -0.009338251, + 0.029119426, + -0.026512127, + 0.018758839, + 0.034416363, + 0.005633141, + 0.020323219, + -0.027513878, + 0.025661323, + 0.029311543, + -0.03496527, + -0.019664533, + -0.0026278843, + 0.028296068, + -0.019321468, + 0.03845082, + -0.003574746, + -0.018209934, + 0.0010077559, + -0.01741402, + 0.004418688, + 0.06394747, + 0.020199716, + -0.05618046, + -0.0066108783, + 0.004374089, + -0.0054993453, + -0.0014357305, + -0.00489898, + -0.007478835, + -0.0019657672, + 0.018168766, + 0.01793548, + 0.014367597, + -0.018319715, + 0.00070457143, + 0.01313256, + 0.045476805, + -0.0014623181, + 0.01771592, + -0.0060997102, + -0.019376358, + -0.02725315, + 0.054588635, + 7.231184e-05, + 0.01704351, + 0.00396241, + 0.01803154, + -0.013057086, + 0.018058985, + 0.0063981777, + 0.012762048, + -0.009598982, + -0.007938543, + 0.029997677, + 0.02527709, + 0.02069373, + -0.0014460224, + 0.024865411, + -0.032248188, + 0.007938543, + 0.010456647, + -0.002313979, + 0.0023997454, + 0.009365697, + -0.01985665, + 0.024165556, + -0.015671248, + -0.01959592, + 0.008542339, + -0.014340151, + 0.03913695, + 0.014889057, + -0.04237549, + -0.004617666, + 0.007732704, + 0.03721578, + 0.028735194, + 0.020460445, + 0.059226885, + 0.02527709, + -0.008048324, + 0.030244684, + -0.011794603, + 0.006223214, + -0.024247892, + -0.05269491, + -0.035129942, + 0.019376358, + 0.043610528, + -0.035733737, + -0.008247303, + 0.020597672, + -0.013770662, + -0.009111828, + 0.02548293, + -0.026196506, + 0.041552134, + -0.0020412416, + 0.035898406, + 0.01417548, + -0.017427744, + -0.01276891, + -0.04325374, + -0.0017942343, + 0.021091687, + 0.019842926, + 0.002444344, + -0.0023774463, + 0.0072455504, + 0.015314459, + 0.0008164967, + -0.025894608, + -0.023108914, + 0.00020927015, + -0.0076435064, + 0.046629507, + 0.016343655, + -0.009166718, + 0.00064367725, + 0.056482356, + 0.011677961, + -0.016275043, + -0.056427468, + -0.00084823027, + 0.003996717, + -0.013866721, + -0.0062781046, + 0.014985115, + -0.016727889, + 0.037353005, + 0.019170519, + -0.04435155, + 0.006092849, + 0.0042505856, + 0.00823358, + 0.020035043, + -0.043802645, + -0.0033843443, + 0.014600881, + -0.022505118, + -0.014449933, + -0.012638545, + -0.02501636, + 0.012988472, + -0.038972277, + 0.025222199, + -0.0035009868, + -0.019047014, + 0.013009056, + 0.031068042, + -0.021077964, + 0.01568497, + 0.015547743, + -0.011959274, + -0.0030429938, + -0.014312706, + -0.0033791985, + 0.043116514, + -0.011554457, + 0.01292672, + -0.025057528, + 0.011506428, + 0.031232713, + -0.0023208403, + -0.023314754, + 0.024398841, + -0.023081468, + 0.009269639, + -0.040866002, + 0.011527012, + -0.0020360956, + 0.013461903, + 0.021860154, + 0.03329111, + 0.009557814, + 0.028062785, + 0.007883653, + -0.012700297, + 0.04481812, + 0.05884265, + -0.01646716, + -0.0012058764, + 0.021132855, + 0.0073827766, + 0.017290518, + -0.02423417, + -0.0048818267, + 0.02006249, + -0.013166866, + 0.016398547, + 0.009962631, + 0.021187745, + -0.00025794262, + -0.03814892, + 0.0045113154, + 0.012679713, + -0.00072901486, + -0.015341904, + 0.04251272, + -0.012954165, + 0.02136614, + -0.0132148955, + -0.014806721, + -0.013461903, + -0.0022625192, + 0.004075622, + -0.01777081, + 0.007458251, + -0.003459819, + -0.0074719735, + 0.0460806, + -0.0019468985, + -0.019760592, + 0.023644097, + -0.045202352, + -0.00095972663, + 0.008411974, + 0.006885331, + -0.00656628, + 0.0089746015, + -0.03216585, + 0.0010231938, + -0.00025880028, + 0.021077964, + 0.029229209, + -0.011451537, + -0.010216501, + -0.00531409, + -0.047919434, + -0.008617814, + 0.026237674, + -0.014545991, + 0.01838833, + -0.011273143, + -0.017125847, + -0.024700738, + 0.046821624, + -0.006182046, + 0.017496357, + -0.00014944805, + -0.017619861, + -0.019170519, + 0.002674198, + 0.0016707305, + 0.018209934, + 0.039164394, + -0.015108619, + 0.015822196, + 0.015149787, + 0.0055988343, + 0.018827453, + -0.031781618, + 0.01292672, + -0.0027445266, + -0.010436063, + -0.0033912056, + 0.029668333, + -7.520646e-05, + 0.017866869, + 0.010971245, + 0.01443621, + -0.04767243, + -0.008535477, + 0.005310659, + 4.4457847e-06, + -0.012583654, + -0.024083221, + 0.0026724827, + 0.021640591, + 0.03002512, + 0.027061032, + -0.0030086872, + -0.026964974, + 0.013057086, + -0.0037497096, + 0.018594168, + 0.024028331, + -0.010202778, + -0.027404098, + -0.017510079, + 0.026868915, + -0.012803216, + 0.014463655, + -0.011677961, + -0.0066314624, + 0.0111565, + 0.019101905, + 0.0052523375, + -0.024275338, + 0.015918255, + -0.0062986887, + -0.003428943, + -0.006765258, + 0.027733441, + -0.0022590884, + -0.027925558, + 0.02809023, + -0.011053581, + 0.022326725, + 0.0014322998, + -0.0012358946, + -0.023232417, + -0.0018662781, + 0.015081174, + 0.018223656, + 0.008103215, + -0.0029246362, + -0.011575041, + -0.0060070828, + -0.0052146004, + 0.030354464, + -0.019623365, + 0.027911836, + 0.02282074, + -0.012851246, + -0.01871767, + -0.009125551, + 0.0011844347, + -0.049868047, + 0.001081515, + -0.021324972, + 0.02944877, + 0.006562849, + 0.027074754, + 0.052667465, + -0.023589207, + 0.02089957, + 0.019115629, + -0.0075817546, + -0.011430954, + 0.0034495268, + 0.009132412, + -0.03935651, + 0.014134312, + -0.0330441, + -0.021448476, + -0.048138995, + -0.016865116, + -0.009612705, + 0.015108619, + -0.017839422, + -5.7034693e-05, + -0.013393289, + 0.00021763238, + 0.0087756235, + 0.015822196, + 0.005019053, + 0.015341904, + 0.09150252, + 0.005862995, + -0.02240906, + 0.017400298, + 0.013400151, + 0.006947083, + -0.028378405, + 0.010923216, + -0.018594168, + -0.009619566, + -0.0073621925, + 0.020103658, + 0.012377815, + -0.022834461, + -0.0048063523, + 0.012940443, + -0.012631684, + -0.03147972, + -0.010648763, + 0.005019053, + 0.0030206945, + -0.009269639, + -0.0023620082, + 0.024385119, + -0.022642344, + -0.013804968, + -0.031781618, + 0.00865212, + 0.026416069, + 0.03235797, + -0.013118837, + 0.030162347, + -0.010923216, + 0.030601472, + 0.0076640905, + 0.03257753, + -0.042210817, + 0.029640887, + 0.0041305125, + -0.016425991, + 0.013688327, + -0.008123798, + 0.001618413, + -0.004096206, + -0.017510079, + -0.027349208, + -0.0063501485, + -0.036035635, + 0.0048509506, + -0.010470369, + -0.008350222, + 0.036557093, + -0.03482804, + 0.026251396, + 0.040866002, + -0.035623956, + -0.00063381414, + 0.0057291994, + 0.0426225, + -0.018909788, + 0.012700297, + 0.032220744, + -0.035678845, + 0.035706293, + 0.008295332, + -0.015287013, + -0.02835096, + 0.008062047, + 0.0027599647, + 0.034334026, + 0.009194165, + 0.023753878, + -0.009461756, + -0.043445855, + 0.0015909678, + 0.021915045, + 0.022422783, + -0.005880148, + -0.03268731, + 0.028460741, + -0.02512614, + 0.0033791985, + 0.021077964, + 0.042128485, + -0.0021750373, + -0.0071426304, + 0.0081649665, + -0.023081468, + 0.0010043252, + 0.042128485, + -0.021613147, + -0.009351974, + 0.021105409, + -0.0099969385, + -0.0005875002, + 0.00792482, + -0.008487448, + -0.03743534, + 0.037929356, + 0.016727889, + 0.007897375, + 0.011616209, + -0.03384001, + 0.031177823, + 0.008068908, + -0.0072249663, + -0.07843857, + 0.01062818, + 0.016110372, + 0.014045115, + 0.013516794, + -0.02131125, + 0.02089957, + 0.008535477, + -0.0060688346, + 0.016672999, + -0.02058395, + 0.0041579576, + 0.0014194349, + -0.043802645, + 0.003346607, + 0.006583433, + 0.019541029, + 0.008055186, + 0.027170813, + -0.02652585, + 0.013324677, + 0.012226866, + 0.0026656215, + -0.015136064, + 0.042183373, + -2.0181918e-05, + 0.010497814, + -0.00022813877, + 0.041140452, + 0.0092765, + 0.008261025, + -0.0271022, + -0.010669347, + 0.025976945, + 0.04012498, + 0.009077522, + 0.014093144, + -0.008329638, + 0.0292841, + -0.013756939, + 0.00891285, + 0.004061899, + -0.052200895, + 0.005029345, + -9.938188e-05, + -0.043034177, + -0.017962927, + -0.019691978, + 0.03356556, + -0.007863069, + 0.016563218, + 0.024426287, + 0.0035575926, + -0.0356514, + -0.0010875186, + -0.0071700756, + -0.02287563, + 0.023849936, + 0.005231754, + -0.0010720807, + 0.01626132, + -0.018072708, + -0.008487448, + 0.0035678847, + 0.0099832155, + 0.0008722449, + 0.01573986, + 0.0011527012, + -0.012693436, + -0.0420187, + 0.012906136, + 0.02475563, + -0.04372031, + -0.0063192723, + 0.019362636, + -0.026964974, + -0.028268624, + 0.0036399283, + -0.00044941623, + 0.024028331, + 0.020185994, + -0.019664533, + -0.006947083, + -0.018594168, + 0.009743069, + -0.019637087, + -0.014847889, + -0.015067451, + -0.0192803, + -0.004528469, + -0.046355054, + -0.024138112, + -0.0066143093, + 0.013276648, + -0.0023517162, + 0.0027016434, + 0.026786579, + -0.013063947, + 0.019513585, + 0.04185403, + -0.013242341, + 0.003137337, + -0.021599425, + -0.031534612, + 0.059226885, + -0.0101890545, + -0.0010300551, + 0.008713872, + 0.049868047, + -0.0036262057, + 0.009104967, + -0.01443621, + -0.0034014976, + -0.004195695, + 0.00037780125, + 0.0041236514, + 0.02434395, + -0.031232713, + -0.034992713, + 0.0022899644, + 0.028625412, + -0.023671541, + 0.0058389804, + 0.016371101, + -0.035102494, + -0.04048177, + -0.03987797, + 0.006394747, + -0.020336943, + -0.0014400188, + -5.0548606e-05, + 0.037133444, + 0.018580444, + 0.009935186, + -0.034635928, + -0.007520003, + 0.03326366, + 0.04575126, + -0.01829227, + -0.0124121215, + -0.01073796, + 0.0056194183, + -0.018580444, + -0.019184241, + 0.007760149, + 0.029750668, + -0.005670878, + -0.02397344, + -0.034004685, + -0.004209418, + -0.0007864784, + 0.0048166444, + -0.015410516, + -0.039548628, + -0.036557093, + 0.01245329, + 0.046986297, + 0.00013529659, + 0.03397724, + -0.034471255, + 0.015959423, + 0.011972997, + -0.024151834, + 0.02704731, + 0.015245846, + -0.023698987, + -0.016220152, + 0.001084088, + -0.014381319, + 0.030821033, + 0.0033912056, + -0.0136128515, + -0.009729347, + -0.043610528, + 0.017510079, + -0.00792482, + -0.0111565, + 0.00349241, + 2.2205471e-05, + 0.001196442, + 0.008144382, + 0.0054753306, + -0.0017539241, + -0.008837376, + 0.020981906, + -0.021434752, + -0.028131397, + 0.0033534684, + -0.012693436, + 0.0055370824, + -0.0067995647, + 0.0031064611, + -0.046053156, + -0.004315768, + -0.03831359, + 0.03438892, + 0.034279138, + -0.028954756, + 0.0023568622, + 0.021750374, + -0.008315915, + 0.037407897, + -0.0023997454, + 0.04643739, + -0.039164394, + 0.012933581, + 0.004885257, + -0.0020892709, + 0.012494457, + 0.01829227, + -0.028625412, + 0.03554162, + -0.017688474, + 0.041826587, + -0.016700445, + 0.0068613165, + -0.0056743086, + 0.02799417, + 0.007197521, + -0.031891398, + 0.034581035, + -0.011293727, + 0.019678256, + 0.03384001, + 0.014669495, + -0.014669495, + 0.0009983216, + 0.011492705, + 0.04092089, + -0.005972776, + -0.017153291, + 0.013887305, + 0.023232417, + -0.049401477, + -0.027760886, + 0.03444381, + -0.0069127763, + 0.009612705, + 0.019980153, + 0.003814892, + -0.0068235793, + -0.010957522, + -0.0022076287, + -0.030683808, + -0.014340151, + 0.01974687, + 0.04794688, + -0.03326366, + -0.017002342, + 0.010051829, + 0.026896361, + -0.0045318995, + 0.005300367, + -0.029531106, + -0.0134207355, + -0.017866869, + 0.030080011, + -0.025428038, + -0.0020343803, + -0.009372558, + -0.01417548, + -0.008768762, + 0.008020879, + -0.043994762, + -0.029201763, + 0.026169062, + 0.028131397, + -0.00552336, + 0.0025627017, + -0.036721766, + -0.057195935, + -0.015616356, + -0.0072249663, + -0.054588635, + 0.008473726, + -0.0015763874, + -0.030080011, + 0.005049929, + 0.017235627, + 0.026814025, + 0.010758544, + -0.011300588, + -0.0041133594 + ] + } + ], + "model": "text-embedding-3-small", + "usage": { + "prompt_tokens": 6, + "total_tokens": 6 + } + } + headers: + CF-RAY: + - 939c18244b2cd496-NRT + Connection: + - keep-alive + Content-Type: + - application/json + Date: + - Sat, 03 May 2025 01:48:08 GMT + Server: + - cloudflare + Set-Cookie: test_set_cookie + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-allow-origin: + - '*' + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + content-length: + - '33312' + openai-model: + - text-embedding-3-small + openai-organization: test_openai_org_id + openai-processing-ms: + - '170' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + via: + - envoy-router-687976cc6-vxtlt + x-envoy-upstream-service-time: + - '145' + x-ratelimit-limit-requests: + - '5000' + x-ratelimit-limit-tokens: + - '5000000' + x-ratelimit-remaining-requests: + - '4999' + x-ratelimit-remaining-tokens: + - '4999993' + x-ratelimit-reset-requests: + - 12ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_cadfd4b7a8dfbacbbdc0756d743a4434 + status: + code: 200 + message: OK +version: 1 diff --git a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_embeddings_token_metrics.yaml b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_embeddings_token_metrics.yaml new file mode 100644 index 0000000000..b1cdab6713 --- /dev/null +++ b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_embeddings_token_metrics.yaml @@ -0,0 +1,1652 @@ +interactions: +- request: + body: |- + { + "input": "This is a test for embeddings token metrics", + "model": "text-embedding-3-small" + } + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + authorization: + - Bearer test_openai_api_key + connection: + - keep-alive + content-length: + - '91' + content-type: + - application/json + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.26.0 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - Linux + x-stainless-package-version: + - 1.26.0 + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.9.2 + method: POST + uri: https://api.openai.com/v1/embeddings + response: + body: + string: |- + { + "object": "list", + "data": [ + { + "object": "embedding", + "index": 0, + "embedding": [ + 0.011905322, + -0.013637613, + 0.031408645, + -0.03914042, + -0.009457374, + -0.021697115, + 0.015797962, + 0.024265453, + 0.03734793, + 0.007664887, + 0.022218809, + -0.00943062, + -0.04120044, + -0.024920914, + 0.019717352, + 0.015209383, + -0.03485985, + -0.02204491, + -0.0012699567, + 0.020091902, + 0.00094724225, + -0.0041802395, + 0.017095506, + 0.03635805, + 0.017563693, + 0.016252771, + 0.02680704, + 0.006440913, + 0.042698637, + -0.0053373296, + 0.027355487, + -0.010928818, + -0.0054409998, + -0.03603701, + -0.030472273, + 0.032398526, + -0.016854726, + 0.040772382, + -0.014058981, + -0.0058891214, + -0.020359438, + 0.0094439965, + -0.06046298, + 0.004524691, + -0.029535899, + 0.041173685, + -0.007210077, + -0.03726767, + -0.01708213, + 0.030793315, + -0.07389326, + 0.0140456045, + -0.008795223, + 0.0047755055, + -0.010768296, + 0.0030365258, + -0.011838438, + -0.005203562, + -0.021335943, + -0.029188104, + 0.0333349, + -0.015904974, + 0.015436788, + -0.016627321, + 0.0039026714, + -0.001693833, + -0.00785885, + 0.03544843, + -0.005240348, + -0.03362919, + 0.06977321, + 0.031328388, + -0.013396831, + 0.00069600984, + 0.001989794, + -0.014085734, + -0.00065253535, + -0.0016018677, + -0.0037622154, + -0.042778898, + -0.052490428, + 0.002847579, + -0.0075578727, + -0.016881479, + -0.02010528, + -0.007109751, + -0.07608704, + -0.041334208, + -0.0010433878, + -0.045106456, + -0.0458288, + -0.03151566, + -0.049868584, + -0.021295812, + 0.022058288, + -0.0196906, + 0.027449124, + -0.039568473, + -0.033281393, + 0.007852161, + -0.010119524, + 0.014928471, + -0.01791149, + 0.03515414, + 0.0006128231, + -0.008915614, + 0.025201827, + -0.001780782, + -0.039648734, + -0.02340934, + -0.050510667, + 0.004614984, + -0.015490295, + 0.022927778, + 0.06297781, + 0.014580675, + 0.011397005, + -0.030632794, + -0.0057185674, + -0.003160261, + -0.02787718, + -0.013008905, + 0.041601744, + -0.014446908, + -0.022218809, + -0.03780274, + -0.026044564, + -0.05211588, + -0.044945933, + -0.0049728127, + -0.011256549, + -0.017309535, + 0.047594532, + 0.034271274, + -0.011343498, + -0.04740726, + -0.03242528, + 0.037749235, + -0.03734793, + 0.04211006, + -0.0065613035, + -0.010514138, + 0.03764222, + 0.0029729863, + -0.049065977, + -0.026914053, + -0.044277094, + 0.040852644, + 0.012707927, + -0.0008072042, + 0.015557179, + -0.013711185, + -0.029535899, + 0.0020984802, + -0.05331979, + -0.03900665, + -0.0066783503, + -0.0030699677, + 0.020814247, + -0.051527303, + -0.015583932, + 0.018058633, + 0.018219156, + 0.00096145505, + 0.009544322, + 0.02390428, + 0.0036919874, + -0.008567818, + -0.021269059, + -0.037829496, + 0.00048323566, + -0.060837533, + -1.2658287e-05, + -0.043527998, + -0.04537399, + -0.032906845, + -0.020386191, + -0.069024116, + 0.0276364, + -0.0013686104, + -0.01840643, + -0.00694923, + 0.0054610646, + 0.025201827, + -0.056663983, + 0.055700853, + 0.010774985, + 0.06773994, + 0.03186346, + 0.03023149, + -0.02841225, + 0.061319094, + 0.07260909, + 0.0028024325, + 0.012192923, + -0.021295812, + 0.044357356, + 0.0142328795, + 0.028010948, + 0.0005919219, + -0.0049560918, + 0.03764222, + -0.008541065, + -0.00024600708, + 0.020881131, + -0.011330121, + -0.040290818, + -0.055861376, + -0.02961616, + 0.015289644, + 0.03574272, + 0.0055981767, + 0.016105626, + 0.019503325, + -0.03370945, + 0.034565564, + -0.056342937, + 0.0076916404, + 0.048798442, + -0.008086255, + -0.008888861, + 0.046149842, + 0.072234534, + -0.006076396, + -0.057306066, + 0.017884737, + 0.0012699567, + -0.012975463, + 0.014901717, + -0.028331991, + -0.00084106415, + 0.006009512, + -0.016613944, + -0.010801738, + -0.010841869, + -0.03734793, + -0.012427015, + 1.1698138e-05, + -0.0021118568, + -0.0057586976, + -0.0374817, + -0.008260153, + 0.034137506, + -0.007297026, + -0.009156397, + -0.006547927, + -0.0003235505, + 0.001728947, + 0.027315356, + 0.019489948, + -0.00868821, + 0.0043708584, + -0.02659301, + -0.008574507, + -0.0112899905, + -0.020626973, + -0.019209037, + 0.07207402, + 0.020814247, + 0.005323953, + -0.00015090664, + 0.0024228666, + -0.042457856, + -0.015062238, + 0.002914463, + -0.04823662, + -0.014286386, + 0.004347449, + -0.031702936, + -0.044972688, + 0.017764345, + -0.009711532, + 0.055700853, + -0.0056282743, + -0.048049342, + 0.034431797, + -0.02324882, + 0.0037388061, + -0.0010433878, + -0.020841, + 0.018928124, + -0.03330815, + 0.025482738, + 0.057894643, + -0.036679093, + -0.017042, + 0.02352973, + 0.0042738765, + -0.0054945066, + 0.01617251, + -0.0027639742, + -0.058750756, + 0.07533795, + 0.011223107, + -0.043795533, + 0.008019371, + 0.034592316, + -0.0038625412, + -0.01985112, + -0.030177984, + 0.021202175, + -0.018834487, + -0.010554268, + 0.015396657, + -0.017242651, + 0.03991627, + -7.832723e-05, + 0.031141112, + 0.005216939, + 0.004293942, + -0.027181588, + 0.0050196312, + -0.007919045, + 0.060248952, + -0.059285827, + 0.015610686, + 0.072288044, + -0.008828665, + 0.03384322, + -0.027663153, + -0.040718876, + -0.06345938, + 0.00876847, + -0.041066673, + 0.009156397, + -0.0138583295, + -0.010855245, + 0.021362696, + 0.017563693, + 0.0060061677, + 0.008735028, + 0.03528791, + 0.051928606, + -0.0003787297, + -0.027529385, + -0.010353616, + 0.0040063416, + 0.009203215, + 0.009370425, + 0.021777375, + -0.017135637, + -0.025763651, + 0.026753532, + -0.022192055, + 0.0040598484, + 0.03255905, + 0.009149708, + 0.021763999, + 0.025469363, + -0.023931034, + -0.0031435401, + -0.013329947, + -0.0012816614, + -0.015490295, + 0.03801677, + -0.057092037, + -0.010808427, + -0.005534637, + 0.008507623, + -0.024546366, + -0.003875918, + 0.0020884476, + 0.015182629, + 0.034244522, + 0.04505295, + -0.044812165, + -0.019222412, + 0.032238007, + -0.008005994, + -0.041093424, + -0.025817158, + 0.032933597, + 0.004484561, + -0.005193529, + -0.025081437, + 0.006828839, + 0.025402479, + 0.03801677, + 0.029963955, + 0.012620979, + 0.051848345, + -0.03386997, + -0.04074563, + -0.028653033, + 0.011891945, + 0.0010241587, + 0.028439004, + -0.023302326, + -0.020626973, + 0.040718876, + -0.0023476225, + -0.013885083, + -0.013162738, + -0.026004434, + 0.0314354, + 0.047755055, + 0.024171816, + -0.037080396, + 0.011825061, + 0.010788362, + -0.045427497, + -0.03825755, + 0.012968775, + -0.01096226, + 0.013370078, + 0.050029106, + 0.026338853, + 0.0030816724, + 0.0048457333, + 0.027582891, + -0.0036217594, + -0.03694663, + 0.023583239, + -0.04475866, + 0.030124476, + 0.023757137, + 0.025964303, + -0.003178654, + 0.0037488388, + 0.048744936, + -0.0666698, + -0.03060604, + -0.022245562, + 0.015369904, + -0.0031218028, + -0.04098641, + 0.06383393, + -0.015851468, + 0.00380569, + -0.05628943, + -0.03210424, + -0.008895549, + 0.056556966, + 0.031783197, + -0.0333349, + -0.036144022, + 0.032478787, + 0.023984542, + -0.0099121835, + 0.023061544, + 0.017349666, + -0.01617251, + -0.024840655, + -0.037829496, + -0.030204738, + -0.027582891, + -0.00041676988, + -0.026633142, + 0.024171816, + -0.044143327, + -0.0030532468, + -0.06469004, + 0.010708101, + -0.01902176, + -0.024225323, + -0.05741308, + 0.0030632794, + 0.011035832, + 0.046417378, + 0.010086082, + 0.0079391105, + -0.05671749, + -0.033147626, + 0.06335236, + 0.045935813, + -0.021844259, + -0.025656637, + 0.0043976116, + 0.057306066, + -0.009189839, + 0.018393053, + -0.009490816, + -0.02006515, + 0.008447427, + 0.022927778, + -0.04098641, + 0.018352922, + -0.049306758, + -0.016359786, + -0.014874964, + -0.013436962, + -0.044116575, + -0.03186346, + -0.028305236, + -0.009417243, + 0.12659772, + -0.012513964, + -0.03135514, + 0.0014764606, + -0.017617201, + -0.016453423, + -0.0036585454, + -0.014420154, + -0.015329774, + 0.019075269, + -0.036465064, + -0.0026653206, + -0.009497504, + 0.028198224, + -0.018607082, + -2.2116079e-05, + 0.014580675, + -0.021804128, + 0.0583227, + 0.025161697, + 0.031114358, + -0.022967907, + 0.008413985, + -0.039648734, + 0.017322913, + -0.0333349, + -0.0048992406, + -0.028840307, + -0.0020784151, + 0.016988494, + -0.0039528343, + -0.001956352, + 0.06447601, + -0.022272315, + 0.0031318353, + 0.016747711, + -0.023917658, + 0.011363563, + -0.031114358, + 0.013269752, + -0.0018209122, + -0.012212987, + -0.06656279, + -0.03400374, + -0.0018928124, + -0.035555445, + -0.029428884, + 0.014473661, + 0.006588057, + -0.020533336, + 0.02390428, + -0.023342457, + 0.032532293, + 0.0061733774, + 0.01083518, + 0.056342937, + -0.019155528, + 0.02287427, + -0.014968601, + -0.008213335, + 0.018259285, + 0.0028559396, + 0.003128491, + -0.0014630838, + 0.008072878, + 0.016226018, + -0.012306625, + 0.03590324, + -0.012567472, + 0.0040096855, + 0.013925213, + 0.036304545, + -0.019503325, + -0.021536592, + 0.010841869, + -0.0018075355, + 0.03164943, + 0.07640809, + 0.019102022, + -0.056235924, + 0.03528791, + 0.03172969, + 0.025924172, + 0.04815636, + -0.011356874, + -0.035020374, + -0.018540198, + 0.001641162, + 0.022954531, + -0.020707233, + 0.023944411, + -0.014714442, + 0.011497331, + -0.015329774, + -0.012507277, + -0.010594399, + 0.008654768, + 0.0062068193, + -0.01009277, + -0.040959656, + 0.05703853, + -0.005484474, + 0.00583227, + -0.012741369, + 0.022553228, + 0.05024313, + 0.022526475, + 0.037107147, + -0.037214164, + -0.008521, + 0.007323779, + 0.027114704, + 0.0039260807, + -0.007082998, + 0.02655288, + 0.009484127, + -0.009698155, + -0.01878098, + 0.009470751, + 0.035394922, + 0.035769474, + -0.01931605, + 0.04946728, + 0.023797266, + 0.0020048427, + -0.003768904, + -0.055914883, + -0.0055847997, + -0.031248126, + 0.015570556, + -0.015062238, + -0.008547753, + 0.021282434, + -0.0035114011, + -0.0118852565, + -0.0140456045, + -0.04235084, + -0.019102022, + -0.013791446, + -0.029883696, + 0.048316877, + 0.0032104237, + -0.017857982, + 0.017055377, + 0.024599873, + -0.039969776, + 0.030044217, + 0.022365952, + -0.053801354, + -0.009785105, + -0.00019772533, + -0.031194618, + 0.06485056, + 0.008574507, + -0.03180995, + 0.032238007, + -0.012212987, + 0.02605794, + 0.00827353, + -0.023502978, + -0.0314354, + 0.017470056, + 0.006671662, + -0.014941848, + -0.0058055166, + -0.0013853314, + -0.038658854, + 0.0014689361, + 0.015945105, + -0.013490468, + -0.051634315, + -0.013543976, + 0.020198917, + -0.02407818, + -0.00860126, + -0.004765473, + 0.024894161, + -0.004400956, + -0.0007323779, + 0.009417243, + 0.046979204, + -0.050323393, + 0.030873576, + 0.009029317, + 0.019663846, + -0.01389846, + 0.018767603, + -0.009791792, + -0.009250034, + 0.02010528, + -0.014594052, + -0.037374683, + -0.024720263, + -0.027368864, + -0.018995008, + -0.03271957, + 0.011985582, + -0.010955571, + -0.036331296, + -0.005083171, + -0.0015667537, + 0.0537746, + 0.021081783, + 0.017296158, + -0.02340934, + -0.041708756, + -0.0042504673, + 0.03590324, + -0.015035485, + -0.024024671, + 0.042163566, + 0.006531206, + 0.036117267, + -0.003681955, + 0.021456333, + 0.0065245177, + 0.024840655, + -0.01890137, + -0.038284305, + 0.0020733988, + 0.014981978, + -0.0039561787, + 0.0120123355, + 0.03924743, + 0.015891599, + -0.020519959, + 0.009357048, + 0.009604518, + -0.016292902, + -0.0122598065, + -0.013383455, + 0.009163084, + -0.013176114, + -0.0019847776, + -0.014928471, + -0.019744107, + -0.014072358, + -0.023957787, + 0.025964303, + 0.01071479, + -0.012607602, + -0.015276267, + 0.0019981544, + -0.015904974, + -0.023663498, + 0.013844953, + 0.018232532, + -0.010708101, + -0.0149552245, + -0.00060906087, + -0.00639075, + 0.021536592, + -0.0019948103, + -0.03606376, + -0.0024563086, + -0.019476572, + 0.035207648, + 0.007490989, + -0.007123128, + -0.023543108, + 0.033361655, + 0.036919873, + -0.022031534, + 0.036304545, + -0.029589407, + -0.022392707, + 0.010400436, + 0.0013134312, + 0.023128428, + -0.028224977, + -0.03750845, + 0.042243827, + -0.031328388, + 0.0024211947, + 0.038899634, + 0.018299416, + 0.013283129, + -0.0062436056, + 0.036144022, + -0.015704323, + -0.022981284, + -0.036224283, + 0.0061566564, + 0.004310663, + 0.021897767, + -0.0114170695, + -0.018219156, + 0.020626973, + -0.018553574, + 0.050055858, + -0.03271957, + -0.022740502, + -0.011751489, + -0.05422941, + 0.043956053, + -0.009089513, + 0.0010174703, + 0.0007934094, + -0.04462489, + -0.009938938, + -0.011637786, + 3.1874326e-05, + -0.0034127475, + 0.012674486, + -0.04165525, + -0.06046298, + 0.0032438657, + 0.046551146, + -0.03914042, + -0.014981978, + -0.00023890068, + -0.023837397, + -0.029482393, + -0.014687689, + 0.04877169, + -0.031248126, + 0.013129296, + 0.037454944, + -0.0011604344, + -0.0142328795, + -0.059499856, + 0.033227887, + 0.01567757, + -0.04491918, + -0.021830883, + -0.0015316397, + 0.042083304, + -0.018005127, + 0.015731078, + 0.0058055166, + -0.0019647125, + 0.010433878, + -0.007210077, + 0.02287427, + 0.06731188, + 0.021737244, + -0.03189021, + 0.00036911515, + -0.006026233, + 0.0051065804, + 0.013497157, + 0.0045681656, + 0.017978374, + -0.006511141, + 0.02006515, + 0.00785885, + 0.012025713, + 0.0058088605, + -0.0026736811, + 0.004625017, + 0.01583809, + 0.0027689906, + 0.026071317, + -0.013497157, + -0.005424279, + -0.010667971, + 0.05901829, + -0.013309882, + 0.012674486, + -0.0096312715, + 0.0157177, + -0.010293421, + 0.015771206, + 0.0060462984, + 0.0067820204, + -0.013022282, + 0.01886124, + 0.022860894, + 0.04235084, + 0.0045146584, + -0.0009840283, + 0.041039918, + -0.022927778, + 0.01104252, + 0.0031552447, + -0.026245214, + -0.018219156, + 0.020025019, + -0.03584973, + 0.016573813, + -0.027582891, + -0.007437482, + 0.028331991, + -0.008173204, + 0.041842524, + 0.004574854, + -0.050938725, + 0.012079219, + 0.013296505, + -0.0011412053, + 0.0102867335, + 0.014660936, + 0.04235084, + 0.017697461, + 0.02726185, + 0.032452036, + 0.0041969605, + 0.032692816, + -0.018352922, + -0.0450797, + -0.030766562, + 0.0060362658, + 0.04826337, + -0.034672577, + 0.0031134423, + 0.042671885, + -0.007718394, + -0.004942715, + 0.028947322, + -0.01302897, + 0.04430385, + -0.005257069, + 0.02886706, + 0.00010732764, + -0.016720958, + -0.0044644955, + -0.034779593, + -0.004367514, + 0.0051801526, + 0.003474615, + -0.014888341, + -0.0029713141, + 0.0005814713, + 0.036893122, + 0.00022364281, + 0.024706887, + -0.010982325, + 0.013329947, + -0.001204745, + 0.031141112, + 0.032987107, + -0.0154234115, + 0.01120973, + 0.053507064, + -0.001834289, + 0.0032689471, + -0.051500548, + 0.02018554, + -0.0083136605, + -0.004350793, + -0.010647906, + 0.0026502719, + -0.0027556138, + 0.038765866, + -0.0022071663, + -0.048076097, + 0.005240348, + 0.028519265, + 0.013283129, + 0.008514311, + -0.031034097, + 0.0075913146, + 0.0045949193, + 0.013283129, + 0.0026803694, + -0.012727993, + -0.018165648, + -0.018152272, + -0.02870654, + 0.008982498, + 0.0012582521, + -0.024666756, + -0.00031017375, + 0.029937202, + 0.0016419981, + 0.024439352, + -0.0014229534, + 0.018433183, + -0.004434398, + -0.016025366, + 0.004645082, + 0.036919873, + -0.025001176, + 0.03606376, + -0.01670758, + -0.0038625412, + 0.051393535, + -0.011718047, + -0.037454944, + 0.01654706, + -0.00736391, + 0.00024684315, + -0.01583809, + -0.015517049, + -0.0031569167, + 0.017068753, + -0.003912704, + 0.033762958, + -0.007959176, + 0.03437829, + 0.021402827, + -0.024292206, + 0.035715964, + 0.050189625, + -0.018874617, + -0.0024161784, + 0.020841, + -0.0074843005, + 0.012808253, + -0.013249687, + -0.016346408, + 0.012654421, + 0.00044101526, + 0.030097723, + 0.022526475, + 0.040611863, + -0.005136678, + -0.056663983, + 0.009256722, + 0.013831576, + -0.0057252557, + -0.003108426, + 0.0276364, + -0.007905669, + 0.032452036, + 0.009470751, + -0.003631792, + -0.029027583, + 0.0048992406, + 0.021750621, + -0.007109751, + 0.0037053642, + 0.012881826, + 0.003788969, + 0.0032973727, + 0.010781674, + -0.025616506, + 0.0028492513, + -0.054443438, + -0.014834833, + 0.015690947, + 0.02469351, + -0.038284305, + 0.013644301, + -0.0095041925, + 0.00039754077, + -0.0006475191, + 0.032746322, + 0.027034445, + -0.011504019, + 0.0049661244, + -0.0100392625, + -0.048611168, + -0.0024880785, + 0.01961034, + -0.01795162, + 0.024225323, + 0.008320348, + -0.02253985, + -0.020613596, + 0.038846128, + 0.007718394, + 0.008380544, + 0.0017590447, + -0.011590968, + -0.009089513, + -0.0038290992, + 0.011122781, + 0.026713401, + 0.04272539, + -0.02518845, + -0.0033793056, + 0.025857288, + 0.019677224, + 0.01633303, + -0.032157745, + 0.01787136, + 0.009524258, + -0.005203562, + -0.017831229, + 0.03504713, + -0.014473661, + 0.008367167, + 0.0054443437, + 0.01919566, + -0.040023282, + -0.016011989, + -0.0024546366, + 0.010206472, + -0.014487037, + -0.020814247, + 0.0031435401, + 0.025964303, + 0.016801218, + 0.02204491, + 0.0046551144, + -0.035341416, + 0.003474615, + 0.009109578, + 0.004641738, + 0.0038558529, + 0.0034077312, + -0.035421677, + -0.024252078, + 0.0151424995, + -0.021777375, + -0.0060061677, + -0.0011035831, + 0.011891945, + 0.0037588712, + 0.02332908, + 0.01617251, + -0.028546019, + 0.035020374, + 0.011825061, + 0.0033408473, + -0.0030983933, + 0.033736203, + 0.0014814768, + -0.03485985, + 0.037668973, + -0.020974768, + 0.028840307, + -0.005818893, + -0.01985112, + -0.02192452, + -0.0015868188, + 0.020533336, + 0.022165302, + 0.019810991, + -0.017215898, + -0.0003948236, + -0.0006859773, + -0.027275225, + -0.008694898, + 0.013089165, + 0.0072033885, + 0.0008803584, + -0.0122598065, + -0.03341516, + -0.00014045605, + 0.0102265375, + -0.025576377, + 0.00024349894, + -0.028171469, + 0.020506583, + 0.018580329, + 0.0439293, + 0.047219984, + -0.02825173, + 0.029776681, + 0.026954183, + -0.012507277, + -0.001030011, + 0.0011378612, + -0.0050162873, + -0.027342109, + 0.029321872, + -0.031997226, + -0.032906845, + -0.041708756, + -0.034271274, + 2.2534103e-07, + 0.015530425, + -0.014553921, + -0.018299416, + -0.007470924, + 0.01654706, + 0.010059328, + 0.018727472, + 0.012661109, + 0.021001523, + 0.097168826, + 0.0116043445, + -0.00052838225, + 0.020239048, + -0.0047755055, + 0.0104138125, + -0.018754225, + 0.009229968, + -0.018847864, + 0.009738286, + -0.008413985, + 0.035582196, + 0.023342457, + -0.024961045, + -0.015824715, + 0.00992556, + -0.01340352, + -0.0040431274, + 0.0037087083, + -0.007912357, + 0.027743412, + -0.02117542, + 0.009209903, + 0.031087603, + -0.02245959, + -0.01567757, + -0.009524258, + 0.00901594, + 0.007631445, + 0.03879262, + -0.016560437, + 0.024586497, + -0.008046125, + 0.035796225, + 0.023770513, + 0.02249972, + -0.044143327, + 0.050029106, + 0.013844953, + -0.019102022, + 0.02639236, + -0.018540198, + -0.0080661895, + -0.024385845, + -0.025830535, + -0.03221125, + -0.0032037355, + -0.035475183, + 0.003595006, + -0.0075846263, + -0.006267015, + 0.022740502, + -0.03531466, + 0.0045447564, + 0.036786105, + 0.01848669, + 0.012433704, + 0.024747018, + 0.03499362, + -0.028599525, + 0.030873576, + 0.016801218, + -0.016774464, + 0.015690947, + 0.0028074489, + -0.025616506, + -0.018580329, + -0.011550837, + 0.009765039, + 0.015517049, + 0.002563323, + 0.021523217, + -0.010674659, + -0.045186717, + 0.002183757, + 0.007337156, + 0.020158786, + -0.0071298163, + -0.013791446, + 0.01348378, + -0.052276403, + -0.0023609991, + -0.001395364, + 0.031408645, + -0.02382402, + 0.0042972863, + 0.031087603, + -0.02200478, + -0.012159481, + 0.037615467, + -0.030579288, + -0.004802259, + -0.0005802172, + -0.00492265, + -0.011530772, + 0.009370425, + -0.015169253, + -0.020158786, + 0.016761089, + 0.019209037, + 0.0038290992, + 0.0017590447, + -0.021456333, + 0.030097723, + 0.024653379, + -0.01302897, + -0.046925694, + 0.019102022, + 0.009343671, + 0.0061232145, + 0.033976987, + -0.022272315, + 0.033227887, + 0.0017256028, + 0.0036451689, + 0.018152272, + -0.006634876, + 0.02324882, + -0.015249513, + -0.014540545, + 0.018887993, + 0.021349318, + 0.008527689, + -0.01617251, + 0.026873924, + -0.004434398, + 0.0042738765, + 0.009979067, + -0.020158786, + 0.008427363, + 0.043447737, + 0.013477092, + 0.0004401792, + -0.004738719, + 0.008480869, + 0.014620805, + 0.005534637, + -0.01472782, + -0.015864845, + 0.011356874, + 0.02068048, + 0.01124986, + -0.0191154, + -0.007678264, + 0.032532293, + -0.004344105, + 0.0021018244, + 0.020466452, + -0.020921262, + -0.0051600877, + -0.0138583295, + -0.030846823, + 0.0046919007, + 0.008714963, + 0.047353752, + -0.027475877, + 0.0076247565, + 0.013470403, + -0.018045258, + -0.011062586, + -0.013002217, + -0.01480808, + -0.029883696, + -0.0014430187, + 0.012353444, + -0.0011646147, + 0.012005648, + 0.007149881, + -0.0020717266, + 0.02419857, + 0.023048168, + -0.01298884, + 0.022860894, + 0.0013309882, + -0.005798828, + -0.011998959, + 0.005818893, + 0.017550318, + -0.06324535, + -0.015624063, + 0.003508057, + -0.0009773399, + -0.031488907, + -0.010193096, + 0.009711532, + -0.015316397, + 0.028091209, + -0.03590324, + 0.0059259073, + 0.0055981767, + 0.010253292, + -0.044196837, + -0.0150488615, + 0.010614464, + -0.008099631, + 0.0040063416, + -0.03234502, + -0.029642913, + -0.013778069, + 0.00872834, + -0.0020550056, + 0.018607082, + 0.013303194, + -0.0129821515, + 0.017964996, + 0.07153895, + -0.03780274, + -0.012413639, + -0.024506235, + -0.012707927, + 0.038765866, + -0.011564214, + 0.01344365, + 0.009851988, + 0.034726083, + -0.021295812, + -0.009457374, + -0.015169253, + 0.017149014, + -0.0037856249, + -0.009785105, + 0.015811337, + 0.01319618, + -0.03764222, + -0.037214164, + -0.020359438, + 0.016319655, + -0.01298884, + 0.012079219, + -0.0023760481, + -0.041494727, + -0.016854726, + -0.036893122, + 0.0138182, + -0.014058981, + -0.010400436, + -0.01923579, + 0.026124824, + 0.023476224, + 0.002533225, + -0.00959783, + -0.016560437, + 0.0120725315, + 0.052142635, + -0.01195214, + 0.0039595226, + 0.0016787841, + 0.020626973, + -0.011303367, + -0.024666756, + -0.0012699567, + -0.011096028, + -0.00068848545, + -0.038284305, + -0.040772382, + 0.0027539418, + 0.006738546, + 0.0031702935, + -0.023141805, + -0.03172969, + -0.055112276, + 0.023436094, + 0.038846128, + -0.003128491, + 0.026847169, + -0.017470056, + 0.012808253, + 0.0025800439, + -0.025295464, + 0.025148321, + -0.0038090341, + -0.048129603, + -0.0024847344, + -0.013022282, + -0.0046551144, + 0.028813554, + 0.025469363, + -0.014634182, + -0.004344105, + -0.057680614, + 0.028492512, + 0.009671402, + -0.017122261, + 0.02064035, + -0.0075578727, + -0.0035682523, + 0.018714096, + 0.0033124217, + 0.029642913, + -0.0058222376, + 0.012714616, + -0.022365952, + -0.034351535, + -0.0059794146, + -0.03151566, + 0.01939631, + 0.008648079, + -0.018433183, + -0.029642913, + -0.008286906, + -0.033495422, + 0.030472273, + 0.007504366, + -0.03694663, + -0.0011269925, + 0.00802606, + -0.00034863196, + 0.022700371, + -0.007036179, + 0.04288591, + -0.06527862, + 0.00562493, + 0.0018894682, + -0.0048490777, + 0.0059994794, + 0.013356701, + -0.03833781, + 0.009664713, + -0.012065843, + 0.020533336, + -0.01096226, + 0.0018058635, + -0.022058288, + 0.0154234115, + 0.025870666, + -0.028519265, + 0.03769573, + -0.008969122, + 0.014326517, + 0.026138201, + 0.023074921, + 0.0028241698, + 0.01484821, + 0.0242387, + 0.026445866, + 0.0072702724, + -0.030686302, + 0.012132727, + -0.0006951738, + -0.053346545, + -0.02552287, + 0.033976987, + -0.011430447, + -0.017068753, + -0.0035883174, + 0.003282324, + -0.016573813, + -0.03330815, + 0.0046919007, + -0.016399914, + 0.008494247, + 0.013463715, + 0.049734816, + -0.030766562, + -0.017898113, + 0.039568473, + 0.020546712, + -0.012928644, + -0.003875918, + -0.050564177, + -0.0018008471, + -0.005430967, + 0.03855184, + -0.02010528, + -0.0020834312, + -0.0042638443, + -0.0078120315, + -0.016346408, + -0.002847579, + -0.025924172, + -0.0050564175, + 0.0016010316, + 0.0076581985, + -0.016185887, + -0.010500762, + -0.0229144, + -0.043822285, + -0.008220023, + -0.017630577, + -0.041949537, + 0.03809703, + 0.018005127, + -0.009892118, + 0.005574767, + 0.036224283, + 0.010801738, + 0.009423932, + -0.008293595, + -0.00019061891 + ] + } + ], + "model": "text-embedding-3-small", + "usage": { + "prompt_tokens": 8, + "total_tokens": 8 + } + } + headers: + CF-RAY: + - 939c184b69e9db4c-NRT + Connection: + - keep-alive + Content-Type: + - application/json + Date: + - Sat, 03 May 2025 01:48:14 GMT + Server: + - cloudflare + Set-Cookie: test_set_cookie + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-allow-origin: + - '*' + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + content-length: + - '33317' + openai-model: + - text-embedding-3-small + openai-organization: test_openai_org_id + openai-processing-ms: + - '113' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + via: + - envoy-router-8496694fc7-rgktz + x-envoy-upstream-service-time: + - '65' + x-ratelimit-limit-requests: + - '5000' + x-ratelimit-limit-tokens: + - '5000000' + x-ratelimit-remaining-requests: + - '4999' + x-ratelimit-remaining-tokens: + - '4999989' + x-ratelimit-reset-requests: + - 12ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_5c609a3f38e3e7a89eab47e70560bc9d + status: + code: 200 + message: OK +version: 1 diff --git a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_embeddings_with_batch_input.yaml b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_embeddings_with_batch_input.yaml new file mode 100644 index 0000000000..7298b2094b --- /dev/null +++ b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_embeddings_with_batch_input.yaml @@ -0,0 +1,4740 @@ +interactions: +- request: + body: |- + { + "input": [ + "This is the first test string for embeddings", + "This is the second test string for embeddings", + "This is the third test string for embeddings" + ], + "model": "text-embedding-3-small" + } + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + authorization: + - Bearer test_openai_api_key + connection: + - keep-alive + content-length: + - '191' + content-type: + - application/json + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.26.0 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - Linux + x-stainless-package-version: + - 1.26.0 + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.9.2 + method: POST + uri: https://api.openai.com/v1/embeddings + response: + body: + string: |- + { + "object": "list", + "data": [ + { + "object": "embedding", + "index": 0, + "embedding": [ + 0.008279107, + -0.026522232, + 0.01812191, + -0.03011025, + -0.021976603, + -0.029407192, + 0.043710772, + 0.0180613, + 0.019746214, + 0.028534431, + 0.021612952, + -0.029213244, + -0.012018644, + -0.052608084, + -0.009485213, + 0.017018836, + -0.014982394, + 0.018618898, + -0.034280106, + 0.024243357, + 0.015758181, + -0.027298018, + -0.02469186, + 0.036001384, + 0.016643064, + -0.02304331, + -0.0034667999, + 0.032049716, + 0.028970812, + -0.026134338, + -0.01343082, + -0.038983315, + 0.011891366, + -0.042765282, + 0.011327708, + 0.0631297, + -0.01257018, + 0.0090427715, + -0.04882612, + 0.000837911, + -0.007788178, + 0.016303657, + -0.025891904, + 0.01242472, + -0.025479767, + 0.042862255, + -0.023273623, + 0.008206376, + -0.030837549, + 0.024473669, + -0.06652377, + -0.011927731, + -0.01054586, + 0.0048577627, + -0.02492217, + 0.0016894588, + -0.015115732, + 0.026134338, + -0.033528563, + -0.019055279, + 0.032146692, + 0.0062790294, + -0.01669155, + -0.034934677, + 0.0015296043, + 0.008667, + -0.02094626, + 0.059638657, + 0.033480074, + 0.027491966, + 0.050377693, + -0.008327593, + -0.037310526, + 0.0108792065, + -0.0040971274, + -0.018897695, + -0.011242856, + 0.0061699343, + 0.000960643, + -0.05076559, + -0.03134666, + 0.011061031, + -0.017200662, + -0.03495892, + -0.026934369, + 0.020558367, + -0.071226984, + -0.011818636, + -0.018170396, + -0.016558213, + -0.030498141, + -0.08422142, + -0.027394993, + -0.0187886, + 0.011115579, + -0.004381987, + -0.017164296, + -0.053771764, + -0.024000922, + -0.003315279, + -0.010885267, + 0.03098301, + -0.031831525, + 0.004339561, + -0.0044880514, + -0.034910433, + 0.008879129, + -0.014388432, + -0.046110865, + -0.036074113, + -0.060414445, + -0.0052183825, + -0.0060668997, + 0.0051032263, + 0.060559902, + 0.026764665, + -0.008982164, + -0.01900679, + -0.021225058, + -0.037892368, + -0.022776634, + -0.01899467, + 0.05721432, + -0.015358166, + -0.045989648, + -0.054256633, + -0.024897927, + -0.051008023, + -0.03988032, + -0.0017561282, + 0.0015379379, + -0.015333923, + 0.032680046, + 0.05900833, + -0.045189615, + -0.022509957, + -0.06889962, + 0.024400938, + -0.00917005, + 0.029673869, + -0.013576279, + -0.052705057, + 0.0030440565, + -0.013649009, + -0.0010151905, + -0.029019298, + -0.04080157, + 0.044583533, + 0.021297788, + -0.010994362, + -0.03459527, + -0.019479537, + -0.034910433, + 0.0163279, + -0.03032844, + -0.03386797, + -0.023710003, + -0.026885882, + 0.033261884, + -0.004227435, + -0.0046759374, + 0.0068063224, + 0.025479767, + 0.0051183784, + -0.007618475, + 0.0028592008, + 0.018594654, + -0.0059972005, + -0.017588556, + -0.06686318, + 0.002897081, + -0.0430562, + -0.040995516, + -0.008024551, + -0.028922325, + -0.01444904, + -0.012824736, + -0.06967541, + 0.0135884015, + -0.0022061453, + 0.031758796, + 0.045965403, + 4.7054364e-06, + 0.0011197401, + -0.03381948, + 0.04768668, + 0.012436842, + 0.041213706, + 0.012000461, + 0.009770073, + 0.011139822, + 0.022594808, + 0.057553727, + -0.020364419, + 0.013067169, + -0.009279145, + 0.037698418, + -0.019176494, + 0.044365343, + -0.01669155, + 0.015249071, + 0.031516362, + -0.041116733, + 0.014436918, + 0.0041062185, + -0.016667308, + -0.021697804, + -0.024279721, + -0.037431743, + 0.022485713, + 0.043686528, + -0.0038183287, + -0.019321956, + -0.019249225, + -0.035274085, + 0.029285975, + -0.0114610465, + 0.005424451, + 0.033480074, + -0.035007406, + -0.0050971657, + 0.034061916, + 0.06361457, + 0.029067785, + -0.027128316, + -0.0076730223, + -0.0104973735, + -0.00961249, + 0.013842956, + -0.024461547, + 0.01047919, + -0.02824351, + 0.009697342, + -0.039904565, + -0.0048426106, + -0.003278914, + 0.004506234, + 0.015649086, + -0.02174629, + 0.021382641, + -0.051832296, + -0.03129817, + 0.02463125, + 0.0059699267, + 0.028655646, + 0.014424797, + -0.00026156308, + -0.026740422, + 0.025285821, + 0.0232615, + -0.0074851364, + 0.034280106, + 0.010897389, + 0.00073411915, + -0.02406153, + 0.014509649, + -0.041553114, + 0.04790487, + 0.043444093, + 0.0163279, + 0.016461238, + 0.033964943, + -0.020388663, + 0.02094626, + 0.0041304617, + -0.030376926, + 0.006172965, + 0.0020046225, + 0.023297865, + -0.05944471, + -0.010945875, + -0.02375849, + 0.046183594, + -0.013612645, + -0.06225694, + 0.04746849, + -0.027104072, + -0.03498316, + -0.011091336, + 0.023334231, + -0.035734706, + -0.054693013, + 0.009964019, + 0.03006176, + -0.017176418, + 0.007048756, + 0.023734245, + -0.04196525, + -0.035128623, + -0.03141939, + 0.0015189978, + -0.028922325, + 0.060996283, + 0.009503395, + -0.010927693, + 0.02101899, + 0.01777038, + 0.013321725, + 0.026667692, + -0.010933754, + 0.0445108, + -0.022812998, + 0.053432357, + 0.063808516, + -0.032049716, + 0.057311293, + -0.0111277, + 0.023576664, + 0.032195177, + 0.0070669386, + -0.009685221, + -0.008242741, + -0.024740346, + 0.027055586, + -0.06031747, + 0.023637272, + 0.049747366, + 0.0005147925, + 0.009248841, + -0.023600908, + -0.03755296, + -0.010727685, + 0.0023637272, + -0.022837242, + 0.018824967, + 0.00016676777, + 0.0001857079, + -0.0142672155, + -0.0017682498, + 0.015370288, + -0.010448887, + 0.009509456, + 0.035371058, + -0.015649086, + -0.03966213, + -0.029189002, + -0.009654917, + -0.026473746, + 0.0046244203, + 0.010394339, + -0.05483847, + -0.028049564, + 0.055032417, + 0.0099094715, + -0.011679237, + 0.060414445, + -0.010873145, + 0.014667231, + 0.04817155, + 0.024073653, + 0.005672945, + 0.013964173, + -0.019540146, + -0.006394185, + 0.069820866, + -0.074911974, + -0.002051594, + 0.01899467, + -0.012558059, + -0.021297788, + 0.0341104, + -0.004094097, + -0.020025013, + 0.033092182, + 0.0053032343, + -0.054983933, + 0.01415812, + 0.05028072, + -0.0067881397, + -0.03149212, + -0.023006946, + 0.021709926, + 0.021297788, + -0.0007530593, + -0.012085313, + 0.018594654, + -0.022412984, + 0.04201374, + 0.046571486, + 0.038983315, + 0.0200735, + -0.027758643, + -0.050523154, + -0.028073806, + -0.0017440064, + 0.0016591547, + -0.003769842, + 0.0032910355, + 0.0068245046, + 0.008436688, + 0.015709694, + 0.0050032227, + -0.011024666, + 0.0038728763, + 0.02247359, + 0.03980759, + 0.023794854, + -0.007618475, + 0.01408539, + -0.020182595, + -0.00013324375, + -0.07025725, + -0.012776249, + -0.014061146, + 0.011570142, + 0.026788909, + 0.021055356, + 0.00722452, + 0.024400938, + 0.008485175, + 0.021964481, + -0.012861101, + 0.03243761, + -0.012164104, + -0.0095337, + 0.049892828, + 0.027928347, + -0.05740827, + -0.0019273468, + 0.053432357, + -0.036074113, + -0.038692396, + -0.06725107, + 0.010145845, + -0.002500096, + 0.019249225, + 0.05697189, + -0.0028864746, + -0.008151828, + -0.044413827, + -0.03779539, + 0.009697342, + 0.05575972, + 0.01393993, + -0.053868737, + -0.041044, + 0.005324447, + 0.051735323, + -0.02780713, + -0.001719763, + 0.013030804, + 0.034571026, + -0.03689839, + -0.03619533, + -0.004721394, + -0.015249071, + -0.0041728877, + 0.015940007, + -0.023734245, + -0.03828026, + -0.017115809, + -0.06836627, + 0.0020925046, + -0.051783808, + 0.032534584, + -0.051056508, + -0.015515748, + 0.00772757, + 0.035831682, + 0.0048001846, + -0.028801108, + -0.045189615, + -0.052608084, + 0.04455929, + 0.04591692, + -0.023128161, + -0.045092642, + 0.0032698226, + 0.044244125, + -0.041650087, + -0.019418929, + 0.015564235, + -0.03481346, + 0.009485213, + 0.013370211, + -0.012151983, + -0.015333923, + -0.02686164, + -0.009012468, + -0.023382718, + -0.00077957544, + 0.0047850325, + -0.03452254, + -0.0068911742, + -0.03692263, + 0.14332673, + -0.02831624, + -0.020922016, + 0.019661361, + -0.021394761, + -0.035007406, + -0.016776403, + -0.046765435, + -0.012012583, + 0.045335077, + -0.0074002845, + 0.02030381, + -0.06308121, + 0.011242856, + -0.032534584, + 0.0005250202, + 0.02167356, + 0.0014258124, + 0.0063456986, + 0.033989187, + 0.0027546515, + -0.01857041, + 0.014485406, + -0.012630789, + -0.028049564, + 0.005136561, + -0.014218728, + -0.0068729916, + -0.0017500673, + 0.026934369, + 0.021952359, + -0.008151828, + 0.048074577, + -0.008254862, + -0.054353606, + 0.021346275, + -0.019952282, + 0.013770226, + -0.054983933, + -0.005815375, + -0.021334153, + -0.015976371, + -0.05032921, + -0.032534584, + -0.019443171, + -0.01552787, + -0.02065534, + 0.040171243, + -0.018982548, + -0.033795238, + -0.0029455677, + -0.0012568665, + 0.020037133, + 0.045989648, + 0.0068002613, + 0.027176803, + 0.0076305964, + 0.042668305, + -0.0073639196, + -0.022061454, + 0.035661977, + -0.00048145792, + 0.021115964, + -0.00040948545, + 0.020170473, + 0.018582532, + -0.005809314, + 0.014364189, + -0.013891444, + 0.013333846, + 0.017685529, + 0.035589248, + -0.016000615, + -0.014933907, + 0.006709349, + 0.022316009, + 0.0131035345, + 0.040195484, + 0.040947028, + -0.057117347, + 0.03200123, + -0.0010348883, + 0.012333808, + 0.040219728, + -0.033043694, + -0.029892059, + -0.009976141, + 0.016146075, + 0.03251034, + -0.0048517017, + 0.004969888, + -0.022909971, + 0.056826428, + -0.045407806, + -0.019491658, + 0.018049179, + -0.0029728415, + 0.007309372, + 0.007994247, + -0.013042926, + 0.0375772, + 0.013273237, + -0.044098664, + -0.0052456562, + 0.0065275235, + 0.06540857, + 0.011315587, + 0.035734706, + -0.02267966, + 0.011418621, + -0.012836857, + 0.045092642, + -0.019964404, + -0.0032849747, + 0.023152405, + -0.004166827, + 0.017637042, + 0.00037671902, + 0.02247359, + 0.036510494, + 0.0218069, + -0.022703903, + 0.03495892, + 0.029867815, + 0.01242472, + -0.012158043, + -0.017879475, + -0.014533892, + -0.005394147, + 0.020970503, + 0.008242741, + -0.011582264, + -0.0047910935, + -0.004203192, + 0.0010280699, + 0.0048698843, + -0.04169857, + -0.0077154483, + 0.0043244087, + -0.030013274, + 0.04126219, + 0.0035001347, + -0.020970503, + 0.019249225, + 0.01032767, + -0.0071457294, + 0.008145767, + 0.0048517017, + -0.04152887, + -0.013952051, + -0.012776249, + -0.001288686, + 0.025843417, + 0.019176494, + -0.044074424, + 0.0022773603, + -0.0388621, + 0.025091873, + -0.0067578354, + -0.02926173, + -0.026061608, + 0.0095276395, + 0.0060487175, + -0.0029849634, + 0.004948675, + 0.025019145, + -0.004500173, + 0.044098664, + -0.009060955, + 0.012158043, + -0.026279798, + -0.012412598, + -0.0032273969, + -0.0036728685, + -0.03481346, + 0.016655186, + 0.03481346, + -0.0013955082, + -0.013636888, + -0.011436803, + 0.032098204, + -0.06327516, + 0.004421382, + -0.0127156405, + 0.0044547166, + 0.01864314, + 0.0012083797, + 0.03408616, + -0.011879245, + 0.011303465, + -0.05372328, + -0.03503165, + -0.007970003, + 0.0095276395, + 0.011103457, + -0.0052941428, + 0.007842726, + -0.0023516056, + -0.05149289, + 0.017115809, + 0.014170242, + 0.06565101, + -0.008279107, + -0.0018227973, + -0.018934062, + -0.045335077, + -0.046426028, + 0.011303465, + 0.01170348, + 0.0066426797, + 0.043007713, + 0.004660785, + 0.012309564, + -0.016182441, + 0.035783194, + 0.0075881705, + 0.02065534, + -0.011600446, + -0.045238104, + 0.0106913205, + 0.004806245, + 0.010854963, + 0.01661882, + 0.020425027, + 0.014182364, + 0.0047850325, + -0.03503165, + 0.015370288, + 0.01790372, + -0.00094170286, + -0.009248841, + 0.014364189, + 0.0003873255, + -0.026910126, + -0.029989032, + -0.018073423, + -0.01870375, + 0.0051395916, + -2.2325668e-05, + -0.00044206245, + -0.062450886, + 0.0023879707, + -0.012485328, + -0.003963789, + 0.0028834443, + 0.016073346, + 0.0284617, + -0.020182595, + 0.014291459, + -0.019370442, + -0.0039001498, + 0.0072730067, + -0.01857041, + -0.02521309, + -0.0036061993, + -0.009709464, + 0.032486096, + 0.024352452, + 0.02029169, + -0.05561426, + 0.04334712, + 0.043298636, + -0.017746137, + 0.027855616, + -0.01762492, + -0.023079675, + 0.007951821, + -0.002939507, + -0.003963789, + -0.032607313, + -0.008757913, + 0.035783194, + -0.009363997, + 0.0033849787, + 0.0100125065, + 0.019200739, + -0.008200315, + -0.00241979, + 0.050959535, + 0.008545783, + -0.006945722, + -0.014412675, + -0.0049153403, + 0.025649471, + 0.026255555, + 0.0050304965, + -0.038595423, + 0.0015833942, + 0.013806592, + 0.023140283, + -0.032316394, + -0.022946337, + 0.023855463, + -0.049747366, + 0.026764665, + -0.011533777, + -0.00053865707, + 0.01640063, + -0.030498141, + -0.0038062069, + -0.024461547, + -0.027055586, + 0.008400323, + -0.007600292, + -0.050814074, + -0.03646201, + 0.009812498, + 0.009224597, + -0.0026197976, + -0.004736546, + -0.0090427715, + -0.038304504, + -0.0715179, + -0.023794854, + 0.00278041, + -0.022437226, + 0.008345775, + 0.0062366035, + 0.009109441, + 0.045625996, + -0.022631174, + 0.026013121, + 0.042644065, + -0.025479767, + -0.010515556, + 0.002247056, + 0.022885729, + -0.048341252, + 0.04514113, + -0.029576894, + -0.011442864, + -0.0016818829, + -0.00946097, + 0.027516209, + 0.06899659, + 0.025188847, + -0.0436138, + -0.014885421, + 0.0068245046, + 0.0021879629, + -0.005836588, + -0.029819328, + -0.010988302, + -0.015297558, + 0.034255862, + -0.009182171, + 0.021976603, + -0.025964634, + 0.0065941927, + -0.011248917, + 0.042813767, + -0.014400554, + 0.01914013, + -0.017661285, + -0.007242703, + -0.010139784, + 0.044753235, + 0.016994594, + 0.019321956, + 0.024897927, + 0.017649163, + -0.03524984, + 0.023673637, + 0.024146384, + 0.021370519, + -0.00932157, + -0.019309834, + 0.018909818, + 0.002810714, + 0.0020955352, + 0.019043157, + 0.036098357, + -0.026958613, + 0.01921286, + -0.0046698763, + 0.026594961, + -0.013927808, + 0.012727762, + -0.018400708, + 0.047153328, + 0.00089548895, + -0.028510187, + 1.6880384e-05, + -0.019152252, + 0.006921478, + 0.015139976, + -0.023431204, + 0.0073760413, + -0.008679122, + 0.06361457, + 0.021843264, + 0.021964481, + 0.042886496, + 0.026279798, + 0.019491658, + 0.031467877, + 0.0043183477, + 0.0053547514, + -0.021964481, + -0.042353142, + -0.04695938, + 0.01900679, + 0.032825503, + -0.011491351, + -0.01047919, + 0.0008265469, + -0.003388009, + -0.020667462, + 0.003554682, + -0.008321532, + 0.024825197, + 0.003524378, + 0.019176494, + 0.0133944545, + -0.018909818, + 0.012448964, + -0.02926173, + 0.0056365803, + 0.02521309, + 0.037431743, + 0.010994362, + -0.016133953, + -0.00772757, + 0.022049332, + 0.020315932, + -0.011903488, + -0.04295923, + 0.0008242741, + 0.0017015806, + 0.04247436, + -0.0032273969, + 0.00020720494, + -0.03076482, + 0.024667615, + 0.02442518, + -0.018606776, + -0.051541377, + -0.021697804, + -0.0061941775, + -0.0053699035, + -0.012055009, + 0.006921478, + 0.008709426, + 0.025988879, + 0.024752466, + -0.06405095, + 0.012727762, + -0.0028213207, + 0.0076366575, + 0.013406576, + -0.04126219, + 0.007939699, + 0.008436688, + -0.018909818, + -0.007854847, + -0.017527947, + -0.014121755, + -0.0030092066, + -0.033577047, + 0.040001538, + 0.0013818713, + -0.015152098, + -0.0010947391, + 0.039953053, + -0.039080292, + 0.029310217, + -0.002348575, + -0.044825967, + -0.010151905, + -0.006472976, + -0.00874579, + 0.014655109, + -0.018812845, + -0.014097512, + -0.027467722, + 0.01812191, + 0.041165218, + 0.0028637464, + -0.025673714, + 0.019673483, + -0.018691627, + 0.00938824, + -0.020400785, + 0.00917005, + 0.008588209, + 0.019988647, + 0.008012429, + 0.035201352, + 0.03735901, + -0.015261193, + 0.022534199, + -0.0014083874, + 0.059250765, + 0.007236642, + -0.02795259, + -0.015043003, + 0.0022985733, + 0.015721817, + -0.0013197478, + -0.034619514, + -0.031661823, + 0.015333923, + -0.010988302, + 0.029964788, + -0.010703442, + 0.016776403, + 0.005597185, + -0.031831525, + 0.035201352, + 0.0038607544, + 0.002297058, + -0.022412984, + 0.04516537, + -0.024752466, + 0.013842956, + -0.011279222, + 0.01408539, + -0.026134338, + 0.010436765, + 0.013758104, + -0.0047698803, + -0.023516055, + -0.0045759333, + -0.028340483, + 0.035055894, + 0.0041304617, + 0.0034031612, + 0.025697958, + -0.019188616, + 0.0061517516, + 0.0011894397, + -0.011582264, + -0.015467261, + 0.02463125, + -0.019964404, + 0.004239557, + -0.011642871, + 0.0187886, + 0.013042926, + 0.006776018, + 0.008994285, + 0.005485059, + -0.034692243, + -0.009382179, + 0.03922575, + -0.010339792, + 0.0197947, + -0.003981971, + -0.004297135, + -0.00017529083, + 0.040777326, + 0.018679505, + -0.002231904, + -0.00028978387, + -0.0069881473, + -0.026667692, + -0.006624497, + -0.021722047, + 0.010897389, + 0.0063032727, + -0.009048833, + 0.008394262, + 0.0014008115, + 0.005639611, + 0.014412675, + -0.041625842, + 0.005721432, + 0.004075914, + 0.003915302, + 0.002441003, + 0.01574606, + 0.018364342, + 0.034255862, + 0.0023894857, + 0.012315625, + -0.031686068, + -0.018982548, + -0.0037365074, + 0.012921709, + -0.0070608775, + -0.019297712, + -0.003221336, + 0.014703596, + 0.014376311, + 0.054305118, + 0.00014489194, + -0.02269178, + -0.009545822, + 0.017540067, + -0.022352375, + 0.0381348, + 0.0022288735, + -0.026110094, + -0.0403167, + 0.016303657, + -0.0170552, + -0.0100125065, + -0.020715948, + -0.021419005, + 0.0147520825, + 0.0026197976, + -0.00086215435, + -0.0013205053, + 0.015333923, + 0.0020455332, + -0.0304739, + -0.028413214, + 0.015212706, + 0.00816395, + -0.019685606, + 0.03857118, + -0.0107822325, + -0.0040062144, + 0.009951898, + -0.0021425067, + -0.038886342, + -0.0007083606, + 0.006166904, + 0.029625382, + -0.0070002694, + 0.0070608775, + -0.020328054, + -0.00097503746, + -0.0012068646, + 0.016206684, + -0.020206837, + 0.01740673, + -0.00035096047, + -0.012533816, + -0.006969965, + -0.018279491, + -0.0070669386, + -0.046426028, + -0.017673407, + -0.02722529, + 0.026837396, + 0.032898236, + 0.02347969, + 0.024970656, + -0.024607006, + 0.0059699267, + 0.041383408, + 0.019418929, + -0.0015909702, + 0.007685144, + 0.0147520825, + -0.004736546, + 0.003112241, + -0.04349258, + -0.024534276, + -0.049795855, + -0.0022000845, + 0.015855156, + 0.00019413626, + -0.024461547, + 0.011006484, + -0.0013818713, + 0.013152021, + 0.01914013, + -0.006191147, + 0.028922325, + 0.02434033, + 0.040243972, + 0.019394685, + -0.024049409, + 0.015612721, + 0.016000615, + -0.013709618, + -0.025334308, + 0.017697651, + -0.016546091, + 0.003257701, + 0.0018152213, + 0.017067323, + 0.02787986, + -0.0019894703, + -0.0069760256, + 0.009600369, + 0.0030758758, + -0.007569988, + 0.0040728836, + -0.0031304234, + -0.0053547514, + 0.014994516, + -0.0059578046, + 0.018109787, + -0.043735016, + 0.004991101, + -0.026619205, + 0.0111701265, + 0.04101976, + 0.014570257, + -0.009115502, + 0.0478079, + -0.015200584, + 0.012533816, + 0.005918409, + 0.016352143, + -0.046983626, + 0.030861793, + -0.008588209, + 0.0016652156, + -0.004212283, + -8.101637e-05, + 0.0028258662, + 0.0021197784, + -0.0076366575, + -0.03006176, + 0.0100125065, + -0.018097665, + 0.0166067, + -0.020194715, + -0.0019697726, + 0.012388355, + -0.025261577, + 0.018885575, + 0.031613335, + -0.02030381, + 0.011855002, + -0.0069881473, + 0.03316491, + -0.03350432, + 0.0132005075, + 0.007309372, + -0.01777038, + 0.016012738, + 0.019891674, + -0.020328054, + -0.027710157, + 0.007848786, + -9.943564e-05, + 0.052995976, + -0.00047009383, + 0.029334461, + -0.029916301, + -0.0065032803, + 0.008897312, + 0.005169896, + 0.0018000692, + 0.0064669154, + -0.032970965, + 0.022146307, + -0.030934522, + 0.0027531362, + 0.0058244662, + 0.034207378, + 0.010897389, + 0.0034425566, + -0.003597108, + -0.026570719, + 0.02130991, + 0.026716178, + -0.01812191, + -0.022291766, + -0.0035334693, + -0.00028580645, + -0.009770073, + -0.0041213706, + -0.0015879398, + -0.026449502, + 0.01835222, + 0.0023758488, + 0.014097512, + 0.0183401, + -0.029504165, + 0.032922477, + -0.004463808, + -0.0052698995, + -0.0686087, + 0.01148529, + -0.0055850632, + 0.034183133, + 0.015661208, + -0.016449118, + 0.0332134, + -0.0078063607, + -0.0027546515, + 0.0058274968, + -0.013539915, + 0.009073076, + -0.003575895, + -0.032898236, + 0.008618513, + 0.0020864438, + 0.026182825, + 3.4589397e-05, + 0.014497527, + -0.046038132, + 0.0018167365, + 0.0190674, + -0.019346198, + -0.0035668039, + 0.029601138, + -0.011539837, + -0.011551959, + 0.0016667307, + 0.061917532, + -0.020994747, + 0.012897465, + -0.02095838, + 0.005569911, + 0.016182441, + 0.03437708, + -6.794769e-05, + -0.008109403, + -0.00050645886, + 0.05808708, + 0.008139707, + 0.011133761, + 0.015733939, + -0.052414138, + 0.016594578, + 0.012382294, + -0.03857118, + -0.0067881397, + -0.003894089, + 0.048220035, + -0.005833558, + 4.6166548e-05, + 0.0147520825, + -0.0016167288, + -0.012533816, + -0.000402667, + -0.0058214357, + -0.039977293, + -0.008806399, + 0.013236873, + -0.0079821255, + 0.0036152906, + -0.030643603, + -0.023431204, + 0.025843417, + 0.023031188, + -0.0040274276, + 0.002348575, + 0.0085276, + -0.018473437, + -0.025746444, + 0.033189155, + 0.016449118, + -0.04494718, + -0.01972197, + -0.005930531, + -0.019928038, + -0.0066426797, + -0.006363881, + 0.0027031342, + 0.027758643, + 0.018073423, + -0.02448579, + 0.00556082, + -0.010533738, + -0.0038304504, + -0.049941313, + -0.022909971, + -0.013152021, + -0.025552498, + -0.015661208, + -0.06720258, + -0.038959075, + -0.004797154, + -0.0072487635, + 8.158458e-05, + -0.0027137408, + 0.050135262, + -0.036098357, + 0.0042728917, + 0.0388621, + -0.021637196, + -0.0180613, + -0.0068911742, + -0.026279798, + 0.039540913, + 0.00061365997, + 0.013745983, + 6.4218852e-06, + 0.035080135, + -0.014776326, + -0.026958613, + -0.018218882, + -0.0069942083, + 0.0017788563, + 0.016982472, + -0.0067699575, + 0.02838897, + -0.022619052, + -0.031031497, + -0.0166067, + 0.0145581355, + -0.02145537, + 0.013152021, + 0.002572826, + -0.02867989, + -0.025673714, + -0.022449348, + -0.005715371, + -0.014788447, + 0.0013932354, + 0.010030689, + 0.04196525, + 0.020194715, + -0.01589152, + -0.012533816, + 0.010733746, + 0.020255323, + 0.048317008, + -0.015515748, + 0.004585025, + -0.0021758412, + 0.01321263, + 0.0045213858, + -0.0021940237, + 0.018000692, + 0.04327439, + 0.0031789101, + -0.0082669845, + -0.02766167, + 0.006254786, + 0.00018381389, + 0.025843417, + -0.01777038, + -0.035201352, + -0.0416016, + 0.013830835, + 0.039904565, + -0.0030016305, + 0.021964481, + -0.023528177, + 0.03689839, + 0.0003109968, + -0.035831682, + 0.03272853, + 0.021649318, + -0.038037825, + -0.015115732, + -0.0012303503, + -0.027491966, + 0.020825043, + 0.024328208, + -0.02304331, + -0.0038122677, + -0.036437765, + 0.016812768, + -0.004348652, + -0.0008530631, + 0.012655032, + 0.016521847, + -0.0010917087, + 0.006624497, + -0.0015349075, + 0.0021122023, + -0.025722202, + -0.0069093565, + -0.015709694, + -0.032970965, + 0.0051517133, + -0.020982625, + -0.0047850325, + 0.0006629043, + 0.03944394, + -0.033358857, + -0.0098185595, + -0.034280106, + 0.020134108, + 0.021928117, + -0.03944394, + -0.01784311, + 0.019249225, + -0.012267138, + 0.01892194, + 0.0034122523, + 0.026594961, + -0.042789523, + 0.0070002694, + -0.0039031804, + 0.0030667845, + 0.0038122677, + -0.0020061377, + -0.01610971, + 0.04421988, + -0.026279798, + 0.0020622006, + -0.03408616, + 0.014994516, + 0.0023197862, + 0.04058338, + 0.010091297, + -0.025334308, + 0.025649471, + -0.017115809, + 0.0031364842, + 0.044850208, + -0.002137961, + -0.0018773449, + 0.008909433, + 0.012024704, + 0.0437835, + -0.0010454947, + -0.0071457294, + -0.0060153827, + 0.037237797, + -0.05207473, + -0.0083639575, + 0.020970503, + -0.0018030996, + 0.002203115, + 0.019188616, + 0.0015833942, + 0.01147923, + 0.005360812, + -0.0009765527, + -0.025528254, + 0.004448656, + 0.024388816, + 0.05076559, + -0.009200354, + -0.017661285, + 0.02766167, + 0.035855923, + 0.004560781, + 0.009636734, + -0.04043792, + -0.016727915, + -0.024291843, + 0.033358857, + -0.020388663, + -0.023952436, + -0.016243048, + -0.015636966, + -0.0023091796, + 0.01581879, + -0.022425104, + -0.025261577, + 0.036292303, + 0.018364342, + -0.011085275, + 0.00397288, + -0.026449502, + -0.05207473, + -0.019661361, + -0.006782079, + -0.03524984, + 0.011939853, + 0.0010318578, + -0.03798934, + -0.0005863862, + 0.016049102, + 0.008479114, + 0.003127393, + -0.0129095875, + -0.010388278 + ] + }, + { + "object": "embedding", + "index": 1, + "embedding": [ + 0.011355308, + -0.023255175, + 0.017673438, + -0.057228275, + -0.019777419, + -0.00010336192, + 0.030841883, + 0.020161087, + 0.014047165, + 0.020755151, + 0.0024505188, + -0.03626273, + -0.032030012, + -0.027401255, + -0.025012618, + 0.017797202, + -0.009115187, + 0.008737708, + -0.036609266, + 0.02429479, + -0.009628806, + -0.028416116, + -0.009721628, + 0.05871344, + 0.015136285, + -0.017475417, + -0.009238951, + 0.035866685, + 0.031931, + -0.026881449, + -0.010625103, + -0.038539976, + 0.018737804, + -0.032673582, + -0.00047610298, + 0.050297517, + 0.0007019715, + 0.014591726, + -0.04066871, + 0.019245235, + 0.011231544, + 0.00046836777, + -0.032723088, + 0.013613993, + -0.005160941, + 0.033242896, + -0.012846659, + -0.00043394603, + -0.017698191, + 0.009430784, + -0.060347117, + -0.009238951, + -0.011120157, + 0.0013250437, + -0.0180076, + 0.013514983, + -0.01728977, + 0.02772304, + -0.027128976, + -0.04985197, + 0.03901028, + -0.002838827, + -0.010915947, + -0.031584464, + -0.011107781, + 0.011380061, + -0.024864102, + 0.068119474, + 0.023626465, + 0.0105694095, + 0.046634115, + -0.00057008595, + -0.050248012, + 0.015606587, + 0.007295863, + 0.0034065924, + 0.0035458263, + 0.0012198447, + 0.029703258, + -0.041163765, + -0.04502519, + 0.014381327, + -0.02653491, + -0.016101642, + -0.032079518, + 0.012586756, + -0.06490162, + -0.018873945, + -0.017920965, + -0.033440918, + -0.033589434, + -0.07554529, + -0.022648733, + -0.026064608, + 0.004876285, + 0.014851629, + -0.015086779, + -0.06460459, + -0.028762653, + 0.007147346, + -0.0006613616, + 0.019356623, + -0.03529737, + 0.023824487, + 0.003217853, + -0.023725476, + 0.021621495, + -0.008607756, + -0.059505526, + -0.041361786, + -0.074901715, + -0.0003007068, + 0.0035798613, + 0.018750181, + 0.090990975, + 0.015519952, + 0.010142425, + -0.009393655, + -0.017859083, + -0.03366369, + -0.020631388, + -0.04049544, + 0.06643628, + -0.0022277443, + -0.034629047, + -0.046634115, + -0.033985477, + -0.055050038, + -0.036114212, + 0.0055167614, + -0.0010883459, + -0.0054734442, + 0.028762653, + 0.055693608, + -0.0455945, + -0.01790859, + -0.0729215, + 0.016188275, + -0.009758757, + 0.01576748, + -0.012797154, + -0.049901474, + -0.0022757028, + -0.016906105, + -0.0053156456, + -0.016188275, + -0.02725274, + 0.048861858, + 0.014703113, + -0.003391122, + -0.047104415, + -0.0007240169, + -0.05460449, + 0.013118939, + -0.074753195, + -0.028663643, + -0.028218094, + -0.0056374306, + 0.027029965, + 0.0005051101, + -0.015346683, + -0.0042729373, + 0.030965647, + 0.0065285284, + 0.0065718456, + 0.004786556, + 0.029232956, + 0.0068441257, + -0.03730234, + -0.0784661, + 0.007370121, + -0.01865117, + -0.04594104, + -0.0033787456, + -0.019963065, + -0.016497685, + -0.018156117, + -0.057723332, + -0.0076485886, + 0.011800856, + 0.020086829, + 0.018069481, + 0.0064233295, + 0.0048793787, + -0.022896262, + 0.04448063, + 0.007178287, + 0.027203234, + 0.0230324, + 0.019715536, + 0.03190625, + 0.027599277, + 0.08470379, + -0.018626418, + 0.006689421, + -0.021250205, + 0.026336888, + -0.025742823, + 0.034158748, + -0.024406176, + 0.015346683, + 0.009121375, + -0.01504965, + 0.0058602053, + 0.015210543, + 0.00038966187, + -0.01623778, + -0.028663643, + -0.01841602, + 0.036312234, + 0.049084634, + 0.016126394, + -0.024047263, + -0.014195682, + -0.03802017, + 0.040718216, + -0.019703161, + -0.0071225935, + 0.029851774, + -0.034505285, + -0.0033013932, + 0.0405697, + 0.056238167, + 0.01841602, + -0.036757782, + -0.0035427322, + -0.005847829, + 0.0056374306, + 0.019727914, + -0.032945864, + 0.021089314, + -0.0159655, + 0.0018069482, + -0.057327285, + 0.01246918, + -0.016485307, + -0.0072896746, + 0.029802268, + -0.03173298, + 0.0083973585, + -0.031361688, + -0.018762557, + 0.03321814, + 0.0061139204, + 0.013514983, + 0.005816888, + 0.0034530037, + -0.030470591, + 0.045173705, + -0.0038242943, + -0.01641105, + 0.028193342, + 0.023218047, + -0.016386297, + -0.030074548, + -0.01114491, + -0.026658673, + 0.058861956, + 0.03366369, + 0.014505091, + 0.010031038, + 0.023020025, + -0.021819517, + 0.019715536, + -0.006448082, + -0.040346924, + 0.0102104945, + -0.0023329433, + 0.027277492, + -0.08410972, + -0.029183451, + -0.027277492, + 0.03757462, + 0.010755055, + -0.06604024, + 0.036708277, + -0.03757462, + -0.018428396, + -0.0031018245, + 0.02653491, + -0.02151011, + -0.055842124, + 0.00065788074, + 0.02483935, + 0.0040563513, + 0.0030909951, + 0.012203088, + -0.03264883, + -0.0047246744, + -0.030148806, + 0.017203137, + -0.041535053, + 0.043985575, + 0.010717926, + -0.035594404, + 0.010179554, + 0.026039856, + 0.0075681424, + 0.021225452, + -0.026460651, + 0.031881496, + -0.028069578, + 0.038787503, + 0.058465913, + -0.03913404, + 0.03366369, + -0.0084530525, + 0.037079565, + 0.020445742, + 0.014307069, + -0.01009292, + -0.021114066, + -0.03722808, + 0.034876574, + -0.053911414, + 0.011974126, + 0.036733028, + -0.007846611, + 0.004876285, + -0.035965696, + -0.0012894617, + 0.0037995416, + 0.0026098643, + -0.013923402, + 0.02534678, + 0.01518579, + -0.01504965, + -0.007382497, + 0.00630266, + 0.025185887, + -0.010204307, + 0.011274861, + 0.03289636, + -0.0054610674, + -0.035173606, + -0.020581882, + -0.016151147, + -0.014665984, + -0.012617696, + 0.00315133, + -0.05707976, + -0.023737853, + 0.054356962, + -0.018019976, + -0.011763727, + 0.030841883, + -0.017821955, + 0.027648782, + 0.033416163, + 0.016299663, + 0.015247672, + -0.007821858, + -0.01681947, + -0.015420942, + 0.055297565, + -0.065495685, + 0.013069433, + 0.013366465, + 0.010977829, + -0.018205622, + 0.030767623, + 0.008781025, + -0.019245235, + 0.0382677, + 0.012122642, + -0.031980507, + -0.019789794, + 0.059951074, + -0.0039728107, + -0.032203283, + -0.032673582, + 0.031386442, + 0.012073137, + 0.026856696, + -0.023416068, + 0.0332924, + -0.020705646, + 0.04460439, + 0.037624124, + 0.028812159, + 0.032772593, + -0.034505285, + -0.053713392, + -0.021770012, + -0.0002639645, + 0.026584415, + -0.0028512033, + 0.006547093, + 0.00079518097, + 0.037723135, + 0.007988939, + -0.0049969545, + 0.00513, + -0.004257467, + 0.017809577, + 0.030718118, + 0.04586678, + 0.004504994, + 0.021101689, + 0.0055105733, + 0.00096690294, + -0.07742649, + -0.012481556, + -0.0148145, + 0.0052475757, + 0.026411146, + 0.0064913994, + 0.001663073, + 0.047203425, + 0.01660907, + 0.0032611701, + 0.0026748402, + 0.038911268, + -0.020099204, + -0.0040996685, + 0.05133713, + 0.035495393, + -0.039802365, + 0.007141158, + 0.0474262, + -0.021411099, + -0.027178481, + -0.059753053, + -0.008019879, + 0.009467914, + -0.017005116, + 0.05316883, + 0.006256249, + -0.016361544, + -0.029034935, + -0.04321824, + 0.007821858, + 0.04594104, + 0.004885567, + -0.050223257, + -0.05178268, + 0.027525019, + 0.047624223, + -0.027426008, + -0.030841883, + 0.017066997, + 0.028663643, + -0.023873994, + -0.036138963, + -0.01773532, + -0.0063862004, + -0.013589241, + 0.026015103, + -0.023465574, + -0.034505285, + -0.03730234, + -0.06485211, + -0.005965404, + -0.031386442, + 0.027227987, + -0.039554838, + -0.027500266, + 0.0031776298, + 0.041262776, + -0.010445646, + -0.008657262, + -0.064307556, + -0.051485647, + 0.021584367, + 0.06742639, + -0.011318179, + -0.041559808, + 0.026584415, + 0.0378469, + -0.037401352, + 0.011899867, + 0.026188372, + -0.042153873, + 0.0010365199, + 0.007920869, + 0.001974029, + 0.01032807, + -0.03455479, + -0.0037129072, + -0.00798275, + -0.0064171413, + 0.016943233, + -0.035866685, + -0.0123268515, + -0.04059445, + 0.11425853, + -0.021770012, + -0.0054270327, + 0.015643716, + -0.020136334, + -0.026163619, + -0.015408565, + -0.03299537, + -0.012908541, + 0.03655976, + -0.0061912728, + 0.019121472, + -0.0756443, + 0.0050371774, + -0.02636164, + -0.004610193, + 0.01349023, + 0.011540953, + 0.029208204, + 0.05143614, + 0.006064415, + -0.028143836, + 0.014901134, + -0.008910977, + -0.016906105, + 0.022141304, + -0.013341713, + -0.0005952254, + -0.009517419, + 0.0018193246, + 0.021163572, + 0.008292159, + 0.046015296, + 0.021955658, + -0.049109384, + 0.028069578, + -0.01654719, + 0.00930702, + -0.051287625, + -0.0027537395, + -0.021906152, + -0.0061201085, + -0.02388637, + -0.027178481, + -0.030792376, + -0.025544802, + -0.02530965, + 0.033589434, + -0.027525019, + -0.017549675, + -0.010544657, + 0.0037593185, + 0.022277443, + 0.037351847, + 0.0023809017, + 0.031980507, + 0.0019956876, + 0.028317105, + -0.004604005, + -0.019517515, + 0.03995088, + 0.0062500606, + 0.029109193, + -0.0009204916, + 0.019319493, + 0.020680893, + -0.034752812, + 0.03381221, + -0.009665935, + -0.0033416164, + -0.003428251, + 0.030445838, + -0.012500121, + -0.023502702, + 0.0059344633, + 0.025421038, + 0.014529844, + 0.03792116, + 0.04012415, + -0.040074646, + 0.02789631, + 0.011813233, + 0.009084246, + 0.043713294, + -0.010018662, + -0.017760072, + -0.02415865, + 0.013514983, + 0.03319339, + -0.005789041, + 0.0081127025, + -0.032203283, + 0.040643957, + -0.027500266, + -0.025173511, + 0.010018662, + -0.02530965, + 7.019715e-05, + 0.013514983, + -0.0054208445, + 0.03438152, + 0.024468059, + -0.060347117, + -0.016683329, + 0.00693076, + 0.04638659, + 0.0041677384, + 0.021596743, + -0.0048422497, + 0.015037274, + -0.019109096, + 0.061535247, + -0.018118987, + -0.014034789, + 0.015408565, + -0.0033075814, + 0.026906202, + -0.007512449, + 0.013576864, + 0.034431025, + 0.018750181, + -0.0149135105, + 0.039183546, + 0.026856696, + 0.03054485, + -0.016312039, + -0.028911171, + 0.011695658, + 0.013948155, + 0.031064657, + 0.008094138, + -0.014492715, + -0.019170977, + 0.0037995416, + -0.012797154, + 0.006992642, + -0.025421038, + -0.003536544, + -0.011602835, + -0.03173298, + 0.04311923, + 0.009319397, + -0.025544802, + -0.0008764008, + -0.007939433, + -0.017586803, + 0.012531062, + 0.030025043, + -0.042203378, + -0.020817032, + -0.008422111, + -0.007821858, + 0.048564825, + 0.008162208, + -0.040544946, + -0.0091894455, + -0.045000434, + 0.02990128, + -0.02215368, + -0.048168782, + -0.031584464, + 0.024925984, + 0.0141214235, + -0.009325585, + 0.008242654, + 4.425998e-05, + -0.023490326, + 0.03658451, + -0.008570627, + 0.0045235585, + -0.04368854, + -0.018601665, + -0.0027831334, + 0.001021823, + -0.047203425, + -0.0012639355, + 0.024616575, + -0.014925887, + -0.032599326, + -0.0010867988, + 0.037723135, + -0.055198554, + 0.010427081, + -0.010352823, + 0.012135019, + 0.017809577, + 0.010773619, + 0.032228034, + -0.004579252, + -0.005795229, + -0.042153873, + -0.041337032, + -0.024319543, + 0.0024365953, + -0.0046504163, + 0.00013991086, + 0.010148613, + -0.013750133, + -0.051683668, + 0.03027257, + 0.0037840712, + 0.063862, + -0.017017491, + -0.009703064, + -0.023119036, + -0.043713294, + -0.014257563, + 0.0127228955, + -0.00046295312, + 0.012698143, + 0.03693105, + 0.0035922376, + 0.014096671, + -0.007413438, + 0.04183209, + 0.005671466, + 0.027153729, + -0.021250205, + -0.0451242, + 0.0011417189, + 0.004681357, + 0.013143691, + 0.004678263, + 0.036807287, + 0.003186912, + 0.0075310133, + -0.03502509, + 0.0020838692, + 0.017586803, + -0.011225356, + -0.014109047, + 0.019455634, + -0.003295205, + -0.016200652, + -0.021869024, + -0.016052136, + -0.015953125, + 0.0069802655, + 0.0138367675, + -0.0011393984, + -0.012432051, + -0.0008578363, + -0.0039604343, + 0.005321834, + -0.0130446805, + 0.013552112, + 0.032772593, + -0.030866636, + 0.0074010617, + -0.004712298, + 0.0059746867, + 0.0072896746, + -0.005925181, + -0.03576767, + 0.0034344392, + 0.01532193, + 0.029703258, + 0.0064233295, + 0.009034741, + -0.0314607, + 0.033341907, + 0.038416214, + -0.012821906, + 0.04002514, + -0.015631339, + -0.024331918, + 0.0084344875, + -0.008514934, + 0.0015377623, + -0.03037158, + -0.009795886, + 0.036435995, + -0.009220386, + 0.015841737, + 0.0022942673, + 0.033317152, + 0.0018812063, + 0.005504385, + 0.044455875, + 0.0069369483, + -0.015161037, + -0.03000029, + -0.015581834, + 0.022995273, + 0.026906202, + 0.0031714416, + -0.03574292, + 0.011169663, + 0.00036935692, + 0.03393597, + -0.026039856, + -0.021151194, + 0.02184427, + -0.032772593, + 0.03108941, + 0.0036077083, + 0.003499415, + 0.00533421, + -0.033886466, + -0.0037129072, + -0.03618847, + -0.031237926, + 0.01790859, + -0.012159771, + -0.039183546, + -0.029133946, + 0.004050163, + 0.016893728, + -0.005368245, + 0.010117672, + -0.009505043, + -0.021683378, + -0.08782263, + -0.023391316, + 0.00798275, + -0.01196175, + 0.014925887, + 0.03319339, + 0.008768649, + 0.040965743, + -0.021794764, + 0.027822051, + 0.05133713, + -0.042747937, + -0.03257457, + -0.0053775273, + 0.02238883, + -0.024171026, + 0.038911268, + -0.013193197, + -0.012896164, + -0.014566973, + 0.0051764115, + 0.035049845, + 0.076188855, + 0.02052, + -0.066881835, + -0.0018889415, + -0.0006025739, + -0.011027334, + 0.0010504433, + -0.026584415, + -0.01759918, + -0.019529892, + 0.041337032, + -0.013255078, + 0.015433318, + -0.02745076, + 0.014901134, + -0.0032766405, + 0.04604005, + -0.005953028, + 0.030297322, + -0.03173298, + -0.018972956, + -0.011404813, + 0.048812352, + 0.020755151, + 0.004684451, + -0.003926399, + 0.017574428, + -0.03626273, + 0.021559615, + 0.024109144, + 0.022574475, + -0.01518579, + -0.015161037, + 0.016732834, + 0.027153729, + -0.00456997, + 0.035272617, + 0.034133993, + -0.014839252, + 0.017376406, + -0.01060035, + 0.020606635, + -0.0065347166, + 0.017797202, + -0.019170977, + 0.030520096, + -0.0071164053, + -0.0154952, + 0.00018245458, + -0.02707947, + 0.024319543, + 0.004467865, + -0.02201754, + -0.0024721774, + 0.0068069967, + 0.051584657, + 0.027401255, + 0.0237131, + 0.04703016, + 0.037450857, + -0.004526653, + 0.037351847, + 0.0013289114, + 0.0045173704, + -0.03163397, + -0.034728058, + -0.035619155, + 0.017883835, + 0.04457964, + -0.015383812, + -0.009610241, + 0.014591726, + -0.0024443306, + -0.011986502, + 0.002357696, + -0.016831845, + 0.0287379, + 0.012772401, + 0.047178674, + 0.01919573, + -0.026213124, + 0.0018007599, + -0.029331967, + -0.0038181061, + 0.016052136, + 0.03591619, + 0.014604102, + -0.022772497, + -0.019554645, + 0.029307215, + 0.007147346, + 0.00135057, + -0.03366369, + 0.011479071, + 0.0013095733, + 0.036807287, + -0.006206743, + -0.0019848582, + -0.01960415, + 0.027178481, + 0.02898543, + -0.011936997, + -0.043886565, + 0.00506193, + -0.012821906, + 0.009424596, + -0.012834283, + 0.021584367, + -0.0077723525, + 0.022116551, + 0.03829245, + -0.05123812, + 0.009610241, + 0.0025541708, + 0.0127600245, + 0.0053094574, + -0.019542268, + 0.017821955, + 0.0083787935, + -0.020532377, + 0.012747648, + -0.009814451, + 0.007233981, + -0.011813233, + -0.032153778, + 0.017487792, + -0.0076052714, + -0.018341761, + 0.004016128, + 0.037079565, + -0.026782436, + 0.030767623, + -0.0072463574, + -0.020074451, + -0.003743848, + -0.0025510767, + -0.0060303803, + 0.017364029, + -0.039158795, + -0.0067079854, + -0.021274958, + 0.013774886, + 0.023527455, + 0.01627491, + -0.029851774, + 0.01654719, + 0.0007742958, + 0.011782292, + -0.04002514, + 0.0074629434, + -0.0024551598, + 0.034505285, + 0.018193245, + 0.023700723, + 0.03646075, + -0.00394187, + 0.030940894, + -0.0019647467, + 0.051931195, + 0.01586649, + -0.021633873, + 0.0019678408, + 0.009591677, + 0.011355308, + 0.024963113, + -0.038044922, + -0.012667201, + 0.01773532, + -0.008781025, + 0.021411099, + -0.024826972, + 0.009808263, + 0.0072216047, + -0.025569554, + 0.021213077, + -0.012407298, + 0.015111532, + -0.014665984, + 0.03767363, + -0.031188421, + 0.005331116, + -0.0105879735, + 0.0045235585, + -0.031980507, + 0.012630072, + -0.00436576, + -0.01019193, + -0.010408516, + 0.008354041, + -0.0049072257, + 0.031262677, + -0.006206743, + -0.0019477293, + 0.013873897, + -0.006547093, + 0.015532329, + 0.000527929, + -0.008576816, + -0.017821955, + 0.043267746, + -0.031262677, + -0.0023344904, + -0.021213077, + 0.0009057947, + 0.010389952, + 0.0029703258, + 0.011324367, + 8.890672e-05, + -0.029109193, + 0.0051825996, + 0.027178481, + -0.01759918, + 0.02626263, + -0.01131199, + -0.0019121472, + -0.01896058, + 0.040520195, + 0.013428348, + -0.0040718215, + 0.023812111, + -0.01199269, + -0.028935924, + -0.0068998192, + -0.018849192, + 0.0074010617, + 0.024641328, + -0.021386346, + 0.0180076, + -0.01012386, + -0.00366959, + 0.019257613, + -0.027574524, + 0.0044152653, + -0.009121375, + -0.009467914, + 0.011157286, + 0.02725274, + 0.023836864, + 0.03366369, + 0.023750229, + 0.022463089, + -0.017364029, + -0.00686269, + -0.0022880791, + 0.00023166994, + -0.025012618, + -0.014071918, + -0.009703064, + 0.01100877, + 0.008304535, + 0.03858948, + 0.0074938843, + -0.031163668, + -0.013787262, + 0.016101642, + -0.007005018, + 0.026683426, + -0.0024072016, + -0.021856647, + -0.035049845, + 0.012110266, + -0.026683426, + -0.012883788, + -0.0230324, + -0.025148759, + 0.01660907, + 0.0072896746, + -0.005442503, + 1.4648579e-05, + 0.018675923, + -5.967604e-06, + -0.027426008, + -0.03183199, + 0.018985333, + 0.005980875, + 0.0025588118, + 0.023490326, + -0.037252836, + 0.0006895952, + 0.0036108023, + 0.0019291647, + -0.034802318, + -0.004328631, + 0.013750133, + 0.03794591, + 0.0035891435, + 0.004356478, + -0.020445742, + -0.0012855941, + -0.0020529283, + 0.004771086, + -0.023638843, + 0.023106659, + 0.0084159225, + -0.018019976, + -0.010241436, + -0.009121375, + -0.0105879735, + -0.04247566, + -0.029109193, + -0.018626418, + 0.032129023, + 0.030718118, + 0.0151981665, + 0.01777245, + -0.034431025, + -0.004251279, + 0.053762898, + 0.026881449, + -0.0029950785, + 0.014591726, + 0.011825609, + -0.012413486, + 0.008836719, + -0.019084344, + -0.026757684, + -0.05306982, + -0.0051114354, + 0.007964186, + -0.0043874187, + -0.019864053, + -0.008335477, + 0.005748818, + 0.011670905, + 0.014975392, + -0.00477418, + 0.014938263, + 0.0062129316, + 0.04725293, + 0.011714222, + -0.02863889, + 0.020321978, + 0.02330468, + -0.00082689535, + -0.040099397, + 0.0239235, + -0.025693318, + -0.00066909683, + 0.0024164838, + 0.02151011, + 0.018886322, + -0.0123825455, + -0.01678234, + 0.032327045, + 0.0011943185, + 0.012407298, + 0.0043131607, + 0.0003534997, + -0.008849096, + 0.0041522677, + -0.0055229496, + 0.027326997, + -0.037327092, + 0.017302148, + -0.018911075, + 0.016262533, + 0.051733173, + 0.019393751, + -0.015643716, + 0.046015296, + -0.00927608, + 0.022141304, + 0.0088119665, + 0.02571807, + -0.03722808, + 0.026411146, + -0.01719076, + 0.0044833357, + -0.007308239, + 0.006048945, + -0.008762461, + -0.009734005, + -0.018898698, + -0.023935875, + 0.016287286, + -0.022141304, + 0.012982799, + -0.01660907, + -0.009424596, + 0.042525165, + -0.008533498, + 0.019554645, + 0.034505285, + -0.018539783, + -0.008156019, + -0.0063862004, + 0.020123957, + -0.030198311, + 0.008496369, + 0.01919573, + -0.0314607, + 0.0054796324, + 0.014938263, + -0.021361593, + -0.012920917, + 0.0065037757, + -0.008960483, + 0.034950834, + 0.01773532, + 0.016559565, + -0.015606587, + -0.031856745, + 0.0087562725, + 0.014319445, + 0.004802027, + -0.0028326388, + -0.045445982, + 0.026831942, + -0.023997758, + 0.010662232, + 0.017586803, + 0.023255175, + 0.017017491, + 0.0019090531, + 0.017141255, + -0.03792116, + 0.022710616, + 0.021794764, + -0.026609167, + -0.030495344, + 0.005550796, + -0.010798371, + 0.005609584, + 0.0039325873, + 6.5265944e-05, + -0.014183305, + 0.014740242, + 0.0048670024, + 0.016262533, + 0.010557033, + -0.04294596, + 0.024678456, + -0.0043905126, + -0.004802027, + -0.07534726, + 0.0159655, + 0.0011958656, + 0.038416214, + 0.01896058, + -0.020445742, + 0.054109436, + -0.011219168, + -0.003499415, + 0.015643716, + -0.01681947, + 0.023131412, + -0.014294692, + -0.035990447, + -0.00070622587, + 0.0033106755, + 0.02082941, + 0.004288408, + 0.021522485, + -0.03985187, + -0.012277346, + 0.022166057, + -0.010699361, + 0.005442503, + 0.0223517, + 0.0033663693, + -0.020062076, + 0.003774789, + 0.05326784, + -0.010903571, + 0.014356574, + -0.028242847, + 0.0051454706, + 0.014703113, + 0.02092842, + -0.0040285042, + 0.008626321, + 0.010136236, + 0.05207971, + 0.015816985, + -0.003815012, + 0.015903618, + -0.036064707, + 0.023440821, + 0.007233981, + -0.036733028, + -0.0151981665, + -0.008929541, + 0.023948252, + -0.0145174675, + -0.0023468668, + 0.017722944, + -0.010420892, + -0.007970374, + 0.008583004, + -0.0004180888, + -0.017859083, + -0.007512449, + 0.007691906, + -0.0046658865, + -0.00013207895, + -0.040544946, + -0.044629145, + 0.012896164, + 0.022005163, + -0.002801698, + 0.014170929, + 0.02789631, + -0.0021395627, + -0.016497685, + 0.030718118, + 0.04712917, + -0.045396477, + 0.011163474, + -0.0016862787, + -0.014034789, + -0.026460651, + 0.00547035, + 0.010451834, + 0.03037158, + 0.018576913, + -0.023168541, + -0.0017976658, + -0.018911075, + 0.0049969545, + -0.040049892, + -0.02320567, + -0.008979048, + -0.026287382, + 0.0006609748, + -0.061832283, + -0.022227937, + -0.01956702, + 0.0050340835, + -0.004016128, + -0.017339276, + 0.029109193, + -0.028787406, + -0.00025081463, + 0.04294596, + -0.013638746, + -0.021089314, + -0.006410953, + -0.032624077, + 0.03655976, + -0.005959216, + 0.010495151, + -0.0047834623, + 0.030569602, + -0.039703354, + -0.009065682, + -0.022772497, + -0.0014843893, + 0.013539735, + 0.028663643, + -0.026906202, + 0.030074548, + -0.016386297, + -0.027797299, + 0.0016445084, + 0.015297177, + -0.018725429, + 0.010253812, + 0.016114017, + -0.027326997, + -0.021807142, + -0.017623933, + 0.0028481092, + -0.009498854, + -0.0019554645, + 0.0011231544, + 0.035396382, + 0.015532329, + -0.0032487938, + -0.018329386, + 0.01196175, + 0.022401206, + 0.06302041, + 0.0004919602, + 0.010427081, + -0.01066842, + 0.021547237, + -0.004495712, + -0.010031038, + 0.0040377867, + 0.047797494, + -0.0022246502, + -0.014703113, + -0.031881496, + 0.009560736, + -0.0013567582, + 0.026237877, + -0.0034406274, + -0.0314607, + -0.04574302, + 0.016163522, + 0.04514895, + -0.014591726, + 0.021794764, + -0.022463089, + 0.04641134, + -0.0152352955, + -0.040619206, + 0.03264883, + 0.022376454, + -0.03794591, + 0.014084294, + -0.018391266, + -0.032104272, + 0.015074403, + 0.01386152, + -0.0071287816, + -0.009399843, + -0.03373795, + 0.026336888, + -0.012258782, + -0.005052648, + 0.008242654, + 0.0059468397, + -0.0076857177, + -0.00630266, + 0.021373969, + -0.0001493865, + -0.017351653, + -0.015309554, + -0.016472932, + -0.037624124, + -0.009102811, + -0.012958046, + 0.03591619, + -0.006435706, + 0.02853988, + -0.03190625, + 0.01318082, + -0.023589337, + 0.031064657, + 0.023564585, + -0.03175773, + -0.014963016, + 0.008787214, + -0.017450664, + 0.027178481, + -0.011342932, + 0.031015152, + -0.054356962, + -0.013824391, + -0.00927608, + 0.003289017, + 0.0065965983, + 0.012896164, + -0.015099156, + 0.040718216, + -0.008125079, + 0.01532193, + -0.052921303, + 0.0037995416, + -0.0013575316, + 0.027871557, + 0.024307165, + -0.0173269, + 0.02061901, + -0.018576913, + 0.0013722286, + 0.0364855, + -0.0027475513, + -0.0042203376, + -0.0052723284, + 0.026708178, + 0.035074595, + -0.0026500875, + -0.004436924, + 0.008471617, + 0.04514895, + -0.053564873, + -0.020024946, + 0.02106456, + -0.0038738, + 0.009628806, + 0.018762557, + 0.0013258173, + -0.0058137937, + -0.008162208, + 0.0038057298, + -0.042723186, + 0.0021612213, + 0.012388733, + 0.044827167, + -0.0134035945, + -0.0161759, + 0.013601617, + 0.040792473, + 0.003326146, + 0.02096555, + -0.029604247, + -0.023799734, + -0.0083973585, + 0.046163812, + -0.019826924, + -0.019703161, + -0.009498854, + -0.02521064, + -0.0021302805, + 0.013552112, + -0.023997758, + -0.029232956, + 0.028564632, + 0.021274958, + -0.010303318, + 0.0040006577, + -0.029975537, + -0.05891146, + -0.02972801, + -0.0013304584, + -0.030223064, + 0.0037314717, + 0.0016816376, + -0.03846572, + 0.0036169905, + 0.013230326, + 0.009251327, + 0.0034901327, + -0.017302148, + 0.0038521413 + ] + }, + { + "object": "embedding", + "index": 2, + "embedding": [ + 0.0073202015, + -0.023429625, + 0.028185267, + -0.057266884, + -0.008801671, + -0.019284, + 0.031098407, + 0.017565994, + 0.017765183, + 1.2607371e-05, + -5.276373e-05, + -0.028533848, + -0.03067513, + -0.034185838, + -0.029529793, + 0.0055492856, + -0.006591916, + 0.004830337, + -0.033015605, + 0.02773709, + -0.0014666858, + -0.014827143, + -0.0040989392, + 0.03821942, + 0.01434162, + -0.00487391, + 0.0010255129, + 0.032592326, + 0.025745198, + -0.03291601, + -0.02057873, + -0.04028601, + -0.002259552, + -0.026790941, + -0.011272862, + 0.05437864, + -0.008067161, + 0.015810639, + -0.044244893, + 0.009243622, + 0.00926852, + 0.00500774, + -0.03436013, + 0.0071583604, + 0.0069155986, + 0.04207871, + -0.013806298, + -0.00062363327, + -0.024736803, + 0.018325403, + -0.063342154, + 0.007768377, + -0.009349441, + 0.013507515, + -0.018350301, + 0.012760555, + -0.019022565, + 0.010681518, + -0.013482616, + -0.045614317, + 0.04499185, + -0.014565707, + -0.01525042, + -0.033239692, + -0.017852329, + 0.024139237, + -0.014627954, + 0.06772432, + 0.023952497, + 0.0137440525, + 0.038518205, + 0.010762439, + -0.04578861, + 0.0141050825, + -0.0034484623, + 0.013731603, + -0.00038378927, + -0.0064051766, + 0.0147897955, + -0.05437864, + -0.030027766, + 0.008702076, + -0.0367504, + -0.0054528033, + -0.030973915, + 0.0060970555, + -0.053681478, + -0.021574676, + -0.019358696, + -0.024935992, + -0.049224623, + -0.08948573, + -0.035679758, + -0.017516198, + -0.009685573, + 0.002125722, + -0.008036038, + -0.0569681, + -0.031496786, + 0.0036196406, + -0.006146853, + 0.031671077, + -0.022471027, + 0.018051518, + -0.004151849, + -0.022856956, + 0.021338139, + -0.016445555, + -0.04792989, + -0.040111717, + -0.06468668, + 0.008633605, + -0.0016137435, + 0.013843646, + 0.08097039, + 0.03179557, + 0.011272862, + -0.013495065, + -0.012113191, + -0.046585366, + -0.024201483, + -0.024811499, + 0.078380935, + -0.0011787952, + -0.018449895, + -0.05288472, + -0.023678612, + -0.06413891, + -0.047158033, + 0.0021132724, + 0.013258529, + -0.0127045335, + 0.03291601, + 0.041281953, + -0.03358827, + -0.034185838, + -0.07185749, + 0.034111142, + -0.017304558, + 0.021387937, + -0.008347271, + -0.04581351, + 0.0018938532, + -0.035231583, + 0.0007286744, + -0.008683402, + -0.03331439, + 0.039987225, + 0.02738851, + 0.0008800115, + -0.053034116, + -0.003747246, + -0.055274993, + 0.016955977, + -0.057665262, + -0.023678612, + -0.025035588, + 0.003379991, + 0.039065976, + -0.0021910807, + -0.01652025, + -0.011011425, + 0.01947074, + 0.009119129, + 0.0016759901, + 0.015374913, + 0.04247709, + 0.0023233548, + -0.03533118, + -0.080621816, + 0.021101601, + -0.029704083, + -0.06045391, + 0.01185798, + -0.024811499, + -0.005253614, + -0.0029209224, + -0.043672223, + 0.01010885, + 0.012972194, + 0.03747246, + 0.028259963, + -0.017702937, + 0.008073386, + -0.035405874, + 0.049224623, + 0.006691511, + 0.019620132, + 0.015374913, + 0.032243744, + 0.022657767, + 0.027986078, + 0.06339195, + -0.022533273, + 0.014715099, + -0.025794996, + 0.025272125, + -0.03358827, + 0.048427865, + -0.011472051, + 0.013370573, + 0.034609117, + -0.023579016, + 0.0009943896, + 0.021325689, + -0.00039098653, + -0.008421967, + -0.036700603, + -0.020777918, + 0.02903182, + 0.052038167, + 0.0042296574, + -0.013270978, + -0.006100168, + -0.0368002, + 0.041854624, + -0.02738851, + -0.011721037, + 0.02644236, + -0.034086246, + -0.0028508948, + 0.028733036, + 0.06448749, + 0.012872599, + -0.019719727, + -0.010009255, + -0.0052193785, + 0.007855522, + 0.030426145, + -0.03946435, + 0.02591949, + -0.018449895, + 0.0037534707, + -0.049523406, + 0.0014153323, + -0.0088950405, + -0.013034441, + 0.017092919, + -0.029280806, + 0.0027232892, + -0.025160082, + -0.007513166, + 0.026168477, + 0.010955404, + 0.014715099, + 0.008577583, + 0.00920005, + -0.035679758, + 0.016607396, + 0.012088292, + -0.01037651, + 0.03341398, + 0.0050388635, + -0.0116774645, + -0.030251853, + 0.03194496, + -0.03398665, + 0.048029486, + 0.03734797, + 0.005919653, + 2.349445e-06, + 0.026143577, + -0.021898359, + 0.01487694, + -0.0034795858, + -0.03142209, + 0.013445268, + -0.0014192228, + 0.02298145, + -0.07444695, + -0.0085340105, + -0.043124452, + 0.039763138, + 0.0095797535, + -0.049622998, + 0.033239692, + -0.02701503, + -0.02187346, + -0.0064425245, + 0.018250708, + -0.02552111, + -0.050021376, + 0.009249846, + 0.03933986, + -0.006025472, + 3.6229474e-05, + 0.026840739, + -0.026367664, + -0.01927155, + -0.02920611, + 0.0034515746, + -0.0532831, + 0.044618372, + 0.015175724, + -0.012250134, + 0.016893731, + 0.016433105, + 0.0034235637, + 0.015225521, + -0.030027766, + 0.030251853, + -0.026940335, + 0.034061346, + 0.07195708, + -0.028334659, + 0.04299996, + -0.018225808, + 0.019769523, + 0.029903272, + -0.0021288341, + -0.01766559, + -0.0014534584, + -0.036601007, + 0.025247226, + -0.06045391, + 0.0011289979, + 0.049324214, + -0.005278513, + -0.0028026537, + -0.03341398, + -0.004892584, + -0.0015048118, + 0.009299644, + -0.018761128, + 0.0032835088, + 0.00076018675, + -0.012075843, + -0.010837135, + -0.021661822, + 0.01599738, + -0.019234203, + 0.008851469, + 0.040659487, + -0.01856194, + -0.03271682, + -0.00086834026, + -0.018412547, + -0.011353782, + -0.014827143, + 0.01203227, + -0.06787371, + -0.010525902, + 0.056320734, + -0.022271838, + -0.021562226, + 0.043448135, + -0.027264016, + 0.026915435, + 0.064636886, + 0.016632294, + 0.012741881, + -0.003821942, + -0.0071023386, + -0.033239692, + 0.061151072, + -0.073351406, + -0.009585978, + 0.01782743, + -0.004883247, + -0.023193087, + 0.03139719, + 0.0056426553, + -0.023641264, + 0.024749253, + 0.0062371106, + -0.029654287, + -0.013706704, + 0.041555837, + 0.0035511693, + -0.031023711, + -0.03251763, + 0.019010115, + 0.024226382, + 0.0078243995, + -0.029131414, + 0.02517253, + -0.022159794, + 0.049000535, + 0.03732307, + 0.034185838, + 0.022969, + -0.04979729, + -0.041032966, + -0.014055285, + -0.013868545, + 0.013320775, + -0.019047463, + 0.003361317, + 0.0030843196, + 0.038119826, + 0.009349441, + 0.0012387076, + 0.008527786, + -0.011777059, + 0.038742293, + 0.017889677, + 0.03562996, + -0.008384619, + 0.011372456, + 0.009585978, + -0.0075754127, + -0.038319014, + -0.015760843, + -0.018238258, + 0.013582211, + 0.027338712, + 0.023653712, + 0.004624923, + 0.04058479, + 0.011210615, + 0.0127107585, + 0.0008387731, + 0.036127932, + -0.026741145, + 0.0077995006, + 0.058910195, + 0.028384455, + -0.06299357, + 0.025770098, + 0.0533329, + -0.025234777, + -0.022620419, + -0.061649047, + -0.0067537576, + 0.0069342726, + -0.0032523854, + 0.061101276, + -0.00044272904, + -0.018810926, + -0.035530366, + -0.037771244, + 0.0165327, + 0.03104861, + 0.017105369, + -0.04302486, + -0.043448135, + 0.022807159, + 0.042402394, + -0.027039928, + -0.01487694, + 0.0099221105, + 0.030949015, + -0.041456245, + -0.037746347, + -0.016034728, + -0.016607396, + -0.025160082, + 0.027861584, + -0.034434825, + -0.018499693, + -0.040186413, + -0.07668783, + -0.012225235, + -0.019321349, + 0.0368002, + -0.037596952, + -0.011061223, + 2.1300013e-05, + 0.03879209, + -0.008004914, + -0.0011507842, + -0.054478236, + -0.046535566, + 0.025944388, + 0.04576371, + -0.008951063, + -0.044369385, + 0.029131414, + 0.042178303, + -0.038169622, + 0.0066043655, + 0.017877227, + -0.04205381, + 0.005564847, + 0.014889389, + 0.000404603, + -0.006081494, + -0.040759083, + -0.0032088128, + -0.019184407, + -0.00036103034, + 0.030924117, + -0.045713913, + -0.009673123, + -0.045091446, + 0.13116606, + -0.029455097, + -0.024836399, + 0.009691797, + -0.0072828536, + -0.0137814, + -0.0123684015, + -0.047456816, + -0.013196282, + 0.044742864, + -0.0011212172, + -0.0032679471, + -0.08022343, + 0.003812605, + -0.026243173, + 0.010301814, + 0.014254474, + 0.008795447, + 0.02278226, + 0.040086817, + 0.004413285, + -0.036451615, + 0.020167902, + -0.0074695935, + -0.016072076, + 0.02885753, + -0.026417462, + 0.0072828536, + -0.010289365, + 0.0020634753, + 0.01765314, + -0.005592858, + 0.05771506, + 0.0035636185, + -0.04633638, + 0.024911094, + -0.017864779, + 0.023230435, + -0.05218756, + -0.01048233, + -0.027413407, + -0.00019957821, + -0.037148777, + -0.021587126, + -0.036874894, + -0.034634016, + -0.036625907, + 0.039763138, + -0.028832631, + -0.020317294, + -0.007867971, + 0.0056053074, + 0.016395757, + 0.05036996, + -0.0067039602, + 0.02828486, + 0.0183752, + 0.031496786, + 0.0045346655, + -0.026691347, + 0.030226955, + 0.009312093, + 0.026716245, + -0.0034858102, + 0.022856956, + 0.023242885, + -0.039290063, + 0.019557886, + -0.020777918, + -0.0017102257, + -0.011254188, + 0.030202057, + -0.0017397929, + -0.018499693, + 0.018786028, + 0.024313526, + 0.007145911, + 0.026616652, + 0.0495732, + -0.03582915, + 0.0312727, + 0.006100168, + 0.016470453, + 0.0440706, + -0.018910522, + -0.0048241126, + -0.010911832, + 0.0174664, + 0.032044556, + -0.009866088, + 0.012424424, + -0.014976535, + 0.04501675, + -0.034808304, + -0.026517058, + 0.015872886, + -0.027089726, + 0.016744338, + 0.015337565, + 0.001167902, + 0.03585405, + 0.031098407, + -0.056868505, + -0.012430648, + 0.0067724315, + 0.04339834, + -0.0019140834, + 0.022720013, + -0.021437733, + 0.0057764854, + -0.023566568, + 0.040111717, + -0.011777059, + 0.008229002, + 0.016022278, + -0.009112904, + 0.022931652, + -0.0014915845, + 0.01691863, + 0.03697449, + 0.032990705, + -0.019632582, + 0.017914575, + 0.016582498, + 0.02848405, + -0.015474508, + -0.027139522, + -0.0037441337, + 0.0071583604, + 0.03341398, + -0.0020588066, + -0.012293706, + -0.009175151, + 0.010532127, + 0.0011803514, + 0.0033519801, + -0.013656907, + -0.0028944674, + -0.002061919, + -0.028334659, + 0.052436545, + 0.0031310045, + -0.024848849, + 0.0059165405, + -0.0012822802, + -0.029479995, + 0.015935132, + 0.007369999, + -0.053133707, + -0.011179492, + -0.007867971, + -0.008863918, + 0.043473035, + 0.011727261, + -0.030749826, + -0.012306156, + -0.027811786, + 0.023989845, + -0.0036507638, + -0.033936854, + -0.026193375, + 0.0051540197, + 0.020491585, + -0.003076539, + -0.000659036, + 0.021201197, + -0.029828576, + 0.029529793, + 0.0016152996, + 0.0056239814, + -0.04280077, + -0.02169917, + 0.012175437, + 0.008969737, + -0.058760803, + -0.0014627954, + 0.026218273, + 0.001261272, + -0.036725502, + -0.003868627, + 0.04392121, + -0.06100168, + 0.01598493, + -0.007351325, + 0.013134035, + 0.021350589, + 0.008814121, + 0.03154658, + -0.0005909538, + 0.0130593395, + -0.03789574, + -0.027064826, + -0.016619846, + -0.008540235, + -0.006473648, + -0.004453745, + 0.023280233, + -0.010370285, + -0.04150604, + 0.026790941, + 0.0020307957, + 0.05071854, + -0.022259388, + -0.012380851, + -0.017565994, + -0.039837833, + -0.0053998935, + 0.00872075, + 0.005393669, + 0.0047867643, + 0.03640182, + -0.003793931, + 0.006118842, + -0.001232483, + 0.039962325, + 0.013283427, + 0.032243744, + -0.028733036, + -0.059457965, + 0.004830337, + -0.0022081987, + 0.012847701, + 0.009324542, + 0.0440955, + 0.0072330562, + -0.0052287155, + -0.023728408, + 0.0015087023, + 0.019732175, + 0.0013904338, + -0.01765314, + 0.015474508, + -0.0042825667, + -0.011882878, + -0.023753308, + -0.010189771, + -0.020665875, + 0.0099221105, + 0.013644458, + -0.009063107, + -0.01543716, + -0.011801958, + -0.013333225, + -0.0068844752, + -0.022695115, + 0.013818748, + 0.020541383, + -0.022670217, + -0.0023700397, + -0.015412262, + 0.0013017323, + -0.0029785004, + -0.012654737, + -0.030475942, + 0.005592858, + 0.023628814, + 0.020628527, + -0.00463426, + 0.013644458, + -0.035032395, + 0.029579591, + 0.044369385, + -0.013569761, + 0.04148114, + -0.018487245, + -0.030002868, + 0.008646054, + -0.012206561, + -0.009691797, + -0.035206683, + -0.014615505, + 0.04028601, + -0.012405749, + 0.026193375, + -0.013856096, + 0.03729817, + -0.0018876286, + 0.009803842, + 0.051341005, + -0.0040584793, + -0.013955691, + -0.034783408, + -0.014889389, + 0.03087432, + 0.022844506, + 0.014316721, + -0.033214793, + 0.01212564, + 0.0063865026, + 0.03876719, + -0.027811786, + -0.02351677, + 0.018437447, + -0.039016176, + 0.026043983, + 0.0018098203, + 0.0032617224, + 0.005546173, + -0.05751587, + -5.8988393e-05, + -0.01577329, + -0.03562996, + 0.0046747206, + -0.007818175, + -0.047506616, + -0.024039641, + 0.017491298, + 0.020354642, + 0.005337647, + 0.00528785, + -0.01579819, + -0.020479135, + -0.07828134, + -0.018275606, + 0.018611737, + -0.015574102, + 0.005054425, + 0.035530366, + 0.014192227, + 0.051390804, + -0.032318443, + 0.037173677, + 0.06573242, + -0.029529793, + -0.013644458, + 0.0034360131, + 0.03640182, + -0.028782833, + 0.028309759, + -0.02147508, + -0.025595807, + -0.0064425245, + 0.009492609, + 0.03709898, + 0.07828134, + 0.013432819, + -0.06886965, + -0.0015149269, + -0.008229002, + -0.0036725502, + 0.003107662, + -0.018288055, + -0.025770098, + -0.018972768, + 0.03328949, + -0.0005602195, + 0.018898072, + -0.037173677, + 0.015872886, + 0.004743192, + 0.0440457, + -0.02074057, + 0.026766043, + -0.035804253, + 0.00069288263, + -0.019831771, + 0.034036446, + 0.019844221, + 0.005346984, + 0.007500717, + 0.016893731, + -0.03931496, + 0.03254253, + 0.025570909, + 0.010731316, + -0.014640403, + -0.012380851, + 0.016308613, + 0.021898359, + 0.0073824483, + 0.033662967, + 0.032691922, + -0.023031246, + 0.010793563, + -0.015325116, + 0.010183546, + -0.0044008354, + 0.012287482, + -0.015872886, + 0.03142209, + 0.00021066588, + -0.026392564, + -0.00532831, + -0.023043696, + 0.028957125, + 0.00799869, + -0.015847988, + -0.0036756624, + 0.012206561, + 0.057217088, + 0.032741718, + 0.013295877, + 0.054677423, + 0.03182047, + 0.012611164, + 0.03236824, + 0.0010978746, + 0.0072455057, + -0.019632582, + -0.04797969, + -0.038094927, + 0.012119415, + 0.04135665, + -0.022844506, + -0.0014262255, + 0.008851469, + -0.0013865433, + -0.005695565, + 0.015673697, + -0.019520538, + 0.0220353, + 0.014192227, + 0.040360704, + 0.028932225, + -0.041032966, + 0.0035418323, + -0.030550638, + 0.006296245, + 0.0015997379, + 0.025284573, + 0.012038494, + -0.017192515, + -0.024052091, + 0.015847988, + 0.00900086, + -0.007519391, + -0.032169048, + 0.013843646, + 0.012299931, + 0.047904994, + -0.004422622, + -0.011353782, + -0.025321921, + 0.020665875, + 0.013905893, + -0.0035324953, + -0.045166142, + 0.010830911, + -0.024935992, + 0.0057266885, + -0.0070463168, + 0.016756788, + -0.004951718, + 0.0081978785, + 0.026417462, + -0.059258774, + -0.0069902944, + -0.0042203204, + 0.009953233, + 0.010507228, + -0.010681518, + 0.024139237, + 0.0054808143, + -0.011515623, + 0.015947582, + -0.008614931, + 0.00097104715, + -0.008110734, + -0.03234334, + 0.00762521, + -0.009592203, + -0.01948319, + 0.010681518, + 0.046610262, + -0.026218273, + 0.025446415, + -0.006635489, + -0.019869119, + -0.010830911, + -0.013183832, + -0.00679733, + 0.023217987, + -0.030998813, + -0.011409804, + -0.023292683, + 0.014578157, + 0.029828576, + 0.008116959, + -0.031297598, + 0.012573816, + -0.0044661947, + 0.020317294, + -0.027911382, + -0.016022278, + -0.0044599697, + 0.019943815, + 0.023292683, + 0.021636922, + 0.028010976, + 0.0053812196, + 0.028085671, + 0.003482698, + 0.05273533, + 0.01765314, + -0.029355502, + 0.0013204062, + 0.0029395963, + 0.018238258, + 0.006853352, + -0.023877801, + -0.010830911, + 0.02222204, + -0.009336992, + 0.018624187, + -0.0062184366, + 0.015387363, + 0.011988698, + -0.03936476, + 0.030550638, + -0.018138662, + 0.016682092, + -0.006205987, + 0.037248373, + -0.019246653, + 0.0024634097, + -0.006859577, + 0.00091658137, + -0.03251763, + 0.01451591, + 0.0038188298, + -0.014179778, + 0.01203227, + 0.008764323, + -0.011347557, + 0.045489825, + 0.0024805276, + -0.005919653, + 0.020827716, + -0.016308613, + -0.0065358942, + 0.004901921, + 0.0061810887, + -0.022197142, + 0.043074656, + -0.022060199, + -0.009878538, + -0.014939187, + -0.009318318, + -3.4940775e-05, + -0.004285679, + 0.017341906, + -0.0067350836, + -0.041207258, + 0.0014340064, + 0.024139237, + -0.02295655, + 0.037596952, + -0.013868545, + -0.014939187, + -0.013121586, + 0.0495732, + 0.017976822, + 0.007662558, + 0.024375774, + -0.009505058, + -0.027836686, + -0.009940784, + -0.01801417, + 0.0032897335, + 0.010494779, + -0.02318064, + 0.0113164345, + -0.022010403, + -0.003688112, + 0.025819896, + -0.021275893, + 0.009175151, + -0.008036038, + -0.003295958, + 0.01561145, + 0.01673189, + 0.02554601, + 0.02666645, + 0.03142209, + 0.006965396, + -0.011341332, + -0.010227119, + 0.005063762, + -4.043598e-05, + -0.008353495, + -0.012187887, + 0.002071256, + 0.0155118555, + 0.014964086, + 0.042352594, + 0.011540522, + -0.041954216, + -0.006946722, + 0.014939187, + -0.016209017, + 0.03787084, + 0.0073575494, + -0.027463205, + -0.03331439, + 0.016582498, + -0.018449895, + -0.010413858, + -0.038468406, + -0.021997953, + 0.017964372, + 0.0202177, + -0.019346246, + -0.0006831566, + 0.013246079, + -0.005346984, + -0.04631148, + -0.029529793, + 0.020504035, + 0.00634293, + -0.0038748516, + 0.028434252, + -0.030251853, + -0.001873623, + 0.012262583, + 0.006215324, + -0.03560506, + 0.008658504, + 0.002015234, + 0.042178303, + 0.008415742, + 0.009162702, + -0.010357836, + 0.0046155863, + -0.000157659, + 0.0042825667, + -0.007830624, + 0.01450346, + 0.0030267416, + -0.0075816372, + -0.01432917, + -0.022570621, + -0.0007391785, + -0.028957125, + -0.022670217, + -0.03689979, + 0.028882429, + 0.016682092, + 0.01947074, + 0.023404727, + -0.03012736, + -0.0063398173, + 0.049672797, + 0.010139973, + -0.01968238, + 0.021114051, + 0.0053034113, + -0.026043983, + 0.006909374, + -0.0137440525, + -0.022060199, + -0.044568576, + -0.008135633, + 0.01618412, + -0.004276342, + -0.02721422, + -0.0031387855, + 0.013333225, + 0.0062371106, + 0.0078492975, + 0.0055959704, + 0.018462345, + 0.011789508, + 0.047481716, + 0.018985217, + -0.0367504, + 0.020889964, + 0.024276178, + -0.005760924, + -0.035032395, + 0.01654515, + -0.024487818, + -0.0071396865, + 0.0018985217, + 0.017715385, + 0.029504895, + -0.024562513, + 0.0005314305, + 0.03508219, + -0.008807896, + 0.0081978785, + 0.004933044, + -0.0072143823, + -0.013980589, + 0.0058885296, + 0.007152136, + 0.022010403, + -0.04187952, + 0.0051166713, + -0.01673189, + 0.020055858, + 0.041779928, + 0.026168477, + -0.019856669, + 0.048004586, + -0.006492322, + 0.017678037, + 0.0011173267, + 0.02240878, + -0.042925265, + 0.025433965, + -0.003501372, + 0.0044879806, + -0.017964372, + -0.001242598, + -0.0053625456, + 0.0021039355, + -0.013308326, + -0.025844794, + 0.021275893, + -0.021935707, + 0.007681232, + -0.014615505, + -0.0045222165, + 0.03697449, + -0.02920611, + 0.023466973, + 0.02479905, + -0.010332937, + -0.0070587657, + 0.006090831, + 0.021748966, + -0.030600434, + 0.0016542037, + 0.017503748, + -0.030550638, + 0.012194111, + 0.003295958, + -0.011745936, + -0.008415742, + 0.014266924, + -0.0071023386, + 0.04541513, + 0.020491585, + 0.023217987, + -0.009274745, + -0.017976822, + 0.015399812, + 0.0049174824, + -0.0026236947, + -0.0031278923, + -0.056519926, + 0.03543077, + -0.0033333062, + 0.008795447, + 0.012679635, + 0.02128834, + 0.0074446946, + 0.0045595644, + 0.008054712, + -0.0312478, + 0.034310333, + 0.02900692, + -0.025160082, + -0.0151383765, + 0.0038561777, + -0.0065358942, + 0.0067662066, + 0.0040709283, + -0.009193825, + -0.01765314, + 0.014266924, + 0.0041580736, + 0.026840739, + 0.0001181713, + -0.041854624, + 0.021226095, + -0.0001826549, + -0.01304689, + -0.07384938, + 0.013582211, + -0.0057640364, + 0.029181212, + 0.011721037, + -0.018487245, + 0.031920064, + -0.0120073715, + -0.009791392, + 0.012667186, + -0.011403579, + 0.012604939, + -0.00826635, + -0.04541513, + 0.005356321, + 0.0029022484, + 0.014578157, + 0.00038378927, + 0.019918917, + -0.036650807, + -0.008073386, + 0.029828576, + -0.009075556, + -0.0032337115, + 0.018424997, + -0.0130593395, + -0.014926738, + 0.01175216, + 0.057416275, + -0.018312953, + 0.012947296, + -0.030749826, + 0.0155118555, + 0.02626807, + 0.021786314, + 0.008558909, + 0.014204677, + -0.0054185675, + 0.059109382, + 0.02151243, + 0.0020930422, + 0.022894304, + -0.038468406, + 0.021599574, + 0.0020339082, + -0.047207832, + -0.022919202, + -0.013196282, + 0.032094352, + -0.0047992137, + 0.0029178099, + 0.015088579, + -0.01432917, + -0.018661534, + 0.008770548, + -0.011528073, + -0.027363611, + -0.013681806, + -0.0037161228, + -0.006215324, + -0.0062277736, + -0.029504895, + -0.016420657, + 0.008926164, + 0.027687293, + -0.008515337, + 0.005947664, + 0.026342766, + -0.0020603628, + -0.034285434, + 0.03179557, + 0.02738851, + -0.0404354, + 0.0003981838, + -0.0072828536, + -0.028782833, + -0.01232483, + -0.005957001, + 0.010513453, + 0.026591754, + 0.019147057, + -0.019234203, + 0.0042701177, + -0.019645032, + 0.0065358942, + -0.041954216, + -0.02699013, + -0.00717081, + -0.0127107585, + 0.00045984684, + -0.065383844, + -0.028309759, + -0.01506368, + 0.019557886, + -0.008646054, + -0.006162415, + 0.026143577, + -0.02187346, + 0.0039962325, + 0.029778779, + -0.008154307, + -0.015648799, + -0.0061157295, + -0.039987225, + 0.06030452, + -0.008764323, + 0.017130267, + -0.003566731, + 0.02242123, + -0.03565486, + -0.01543716, + -0.009754044, + -0.0137689505, + 0.004581351, + 0.024052091, + -0.013532413, + 0.024002293, + -0.0013001761, + -0.027761988, + -0.0018051518, + 0.019918917, + -0.020927312, + 0.013843646, + 0.0063180313, + -0.0247866, + -0.025471313, + -0.019433392, + 0.0012005816, + 0.0041954215, + 0.0069965194, + -0.003840616, + 0.041680332, + 0.021188747, + -0.010874483, + -0.017329456, + 0.014615505, + 0.022570621, + 0.04753151, + -0.0017942586, + 0.012306156, + 0.00025365496, + 0.026367664, + 0.0025458864, + 0.0030656457, + 0.0102769155, + 0.041306853, + 0.00698407, + -0.016333511, + -0.028085671, + 0.019246653, + -0.0033021828, + 0.026965233, + -0.0031699087, + -0.037547156, + -0.04302486, + 0.010295589, + 0.050793234, + -0.016868832, + 0.023354929, + -0.011920227, + 0.033762563, + -0.0067537576, + -0.05091773, + 0.037696548, + 0.014204677, + -0.040858675, + 0.0029442648, + -0.01304689, + -0.029679185, + 0.008932389, + 0.017105369, + -0.011739711, + -0.002286007, + -0.028185267, + 0.020603629, + -0.0070774397, + -0.015711045, + 0.0040242434, + -0.0012309267, + -0.005091773, + -0.0037752572, + 0.016209017, + 0.0010994308, + -0.015661247, + 0.002334248, + -0.012748106, + -0.022508375, + -0.0056613293, + -0.016283713, + 0.03182047, + -0.0026236947, + 0.024052091, + -0.020180352, + 0.0012402638, + -0.0247866, + 0.020267498, + 0.0312229, + -0.03530628, + -0.029878374, + 0.014204677, + -0.021275893, + 0.0085215615, + -0.0027372949, + 0.027438307, + -0.04282567, + -0.011708587, + -0.014528359, + 0.0113102095, + 0.0027092837, + 0.0010978746, + -0.0116587905, + 0.039065976, + -0.007805725, + 0.013980589, + -0.03510709, + 0.013432819, + 0.0025972398, + 0.024462918, + 0.025969287, + -0.032816414, + 0.028882429, + -0.01893542, + 0.0057578115, + 0.03620263, + -0.01046988, + -1.8467306e-05, + -0.0067848805, + 0.019781973, + 0.025160082, + -0.007874196, + -0.0032119253, + 0.0044070603, + 0.035206683, + -0.05086793, + -0.01543716, + 0.017391704, + -0.002295344, + 0.00984119, + 0.027338712, + 0.010793563, + -0.012299931, + -0.0037503585, + -0.0023295796, + -0.030525738, + 7.839183e-05, + 0.027886482, + 0.05198837, + -0.010501004, + -0.013681806, + 0.009903436, + 0.04150604, + 0.016893731, + 0.0039246487, + -0.039215367, + -0.0030080676, + -0.007482043, + 0.044717968, + -0.013109136, + -0.027164422, + -0.015885336, + -0.010407633, + 0.001722675, + 0.013719154, + -0.0021288341, + -0.02793628, + 0.033712767, + 0.017055571, + -0.0064238505, + 0.0005473812, + -0.030650232, + -0.04536533, + -0.018275606, + -0.0013242967, + -0.029604489, + 0.002899136, + -0.019844221, + -0.034833204, + 0.0035418323, + 0.015549203, + 0.011534297, + 0.016582498, + -0.008664728, + 0.011291536 + ] + } + ], + "model": "text-embedding-3-small", + "usage": { + "prompt_tokens": 24, + "total_tokens": 24 + } + } + headers: + CF-RAY: + - 939c182f4cd37365-NRT + Connection: + - keep-alive + Content-Type: + - application/json + Date: + - Sat, 03 May 2025 01:48:10 GMT + Server: + - cloudflare + Set-Cookie: test_set_cookie + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-allow-origin: + - '*' + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + content-length: + - '99595' + openai-model: + - text-embedding-3-small + openai-organization: test_openai_org_id + openai-processing-ms: + - '241' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + via: + - envoy-router-cfdbfb9c8-hwbng + x-envoy-upstream-service-time: + - '87' + x-ratelimit-limit-requests: + - '5000' + x-ratelimit-limit-tokens: + - '5000000' + x-ratelimit-remaining-requests: + - '4999' + x-ratelimit-remaining-tokens: + - '4999967' + x-ratelimit-reset-requests: + - 12ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_5196e0fdd3335f673750fd441d67c9df + status: + code: 200 + message: OK +version: 1 diff --git a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_embeddings_with_content.yaml b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_embeddings_with_content.yaml new file mode 100644 index 0000000000..8ffdc7f8e0 --- /dev/null +++ b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_embeddings_with_content.yaml @@ -0,0 +1,1652 @@ +interactions: +- request: + body: |- + { + "input": "This is a test for embeddings", + "model": "text-embedding-3-small" + } + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + authorization: + - Bearer test_openai_api_key + connection: + - keep-alive + content-length: + - '77' + content-type: + - application/json + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.26.0 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - Linux + x-stainless-package-version: + - 1.26.0 + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.9.2 + method: POST + uri: https://api.openai.com/v1/embeddings + response: + body: + string: |- + { + "object": "list", + "data": [ + { + "object": "embedding", + "index": 0, + "embedding": [ + 0.009180067, + -0.010902188, + 0.026030775, + -0.040260565, + -0.022860976, + -0.035018735, + 0.035101064, + 0.027800921, + -0.00014118728, + 0.020624276, + 0.019938173, + -0.018442467, + -0.021955319, + -0.02640127, + -0.017372146, + 0.012363588, + -0.025468169, + 0.006246974, + -0.008157773, + 0.013982793, + 0.01568433, + -0.04215421, + 0.008274411, + 0.030874666, + 0.015341279, + -0.002785581, + 0.016109714, + 0.03825714, + 0.052912317, + -0.02176321, + 0.0065557207, + -0.029420126, + -0.012507671, + -0.026030775, + -0.017687753, + 0.033728857, + -0.020734053, + 0.044898625, + -0.03757104, + 0.016288102, + -0.0027169706, + 0.0055128434, + -0.05293976, + 0.007835304, + 0.0002523575, + 0.05115589, + -0.0586207, + -0.028102808, + -0.03408563, + 0.047478374, + -0.062078662, + 0.022929586, + -0.0034185117, + 0.004120053, + -0.01919718, + 0.012397894, + -0.0330702, + 0.0039794017, + -0.0054819686, + -0.013722074, + 0.045090735, + -0.00966034, + -0.012082286, + -0.014161181, + -0.00014526102, + -0.009571146, + -0.02626405, + 0.044898625, + 0.0027872962, + -0.016589988, + 0.053076982, + 0.023560802, + -0.029502459, + 0.01521778, + 0.017481923, + 0.013680908, + -0.004703241, + 0.015917607, + -0.021557378, + -0.045886617, + -0.033975855, + 0.0267306, + -0.014655175, + 0.00055745925, + -0.024109684, + -0.0098661715, + -0.0834851, + -0.01805825, + -0.021694599, + -0.0455024, + -0.016192047, + -0.050552122, + -0.06465841, + -0.019691177, + 0.014243512, + 0.008720378, + 0.008445936, + -0.048246812, + -0.030847222, + 0.01587644, + -0.0040720254, + 0.017385868, + -0.009742673, + 0.0018250358, + 0.00080617185, + -0.023739187, + 0.016260657, + -0.015711775, + -0.053955194, + -0.015300113, + -0.046956938, + -0.010133752, + 0.015725497, + 0.011903899, + 0.059828244, + 0.0009811283, + 0.003096043, + -0.043910637, + -0.029228017, + -0.026195439, + -0.023643134, + -0.021955319, + 0.040397786, + -0.03630861, + -0.021625988, + -0.029749457, + -0.01833269, + -0.026442437, + -0.036747713, + -0.01224009, + -0.002156081, + -0.021433879, + 0.038202252, + 0.050771672, + -0.04882314, + -0.022929586, + -0.07898426, + 0.022929586, + -0.013111441, + 0.053900305, + 0.0014133736, + -0.021529933, + 0.01885413, + -0.02354708, + -0.023588246, + -0.0133653, + -0.032932978, + 0.049920905, + 0.030929554, + -0.015766663, + 0.0021029077, + -0.00094510784, + -0.051265668, + -0.0053687613, + -0.04956413, + -0.03784548, + -0.025646556, + -0.009159484, + 0.036143944, + -0.012562559, + -0.018675743, + 0.024823232, + 0.029228017, + -0.012150897, + -0.0025248616, + 0.016466489, + 0.017276092, + -0.005941658, + -0.013420189, + -0.046215944, + 0.0026054787, + -0.02375291, + -0.026799211, + 0.00025943297, + -0.024178294, + -0.021090828, + -0.001303597, + -0.07892937, + 0.02335497, + -0.023327526, + -0.011361877, + 0.026085662, + -0.020198893, + 0.0069433693, + -0.050936338, + 0.060706455, + 0.01833269, + 0.06356065, + 0.0063739032, + 0.0045831725, + -0.005962241, + 0.037296597, + 0.06367043, + 0.0055608703, + -0.00023348967, + -0.026373826, + 0.05365331, + -0.0123087, + 0.04896036, + -0.015409889, + 0.0015600283, + 0.04723138, + -0.025715167, + 0.021475045, + 0.026689434, + -0.013495659, + -0.028322361, + -0.0246174, + -0.035238285, + 0.00021505063, + 0.048246812, + -0.024960453, + -0.005138917, + 0.0031080497, + -0.020473335, + 0.033372086, + -0.038888358, + -0.0073756147, + 0.03526573, + -0.006596887, + -0.039739124, + 0.05510785, + 0.07426386, + 0.022998195, + -0.067732155, + -0.0040514423, + 0.001194678, + -0.028596802, + 0.0277872, + -0.010751245, + -0.0075471406, + -0.026017053, + 0.013097719, + -0.016178325, + 0.017454479, + -0.028404694, + 0.001035159, + -0.005444233, + -0.030490449, + 0.017317258, + -0.045749396, + -0.00880271, + 0.034360074, + -0.013420189, + 0.00054245075, + 0.018113138, + 0.011800984, + -0.027306927, + 0.023245193, + 0.0087341005, + 0.0027426996, + 0.021049662, + -0.0043224534, + -0.024823232, + -0.025358392, + -0.01449051, + -0.0452554, + 0.037296597, + 0.02837725, + 0.003288152, + -0.0022349828, + 0.017948473, + -0.030270895, + -0.020981051, + 0.012013676, + -0.034579627, + 0.02745787, + 0.01038761, + 0.0066311923, + -0.06718327, + -0.015505943, + -0.014614008, + 0.04591406, + -0.013406467, + -0.052967206, + 0.037406374, + -0.034387518, + -0.025056507, + -0.010812994, + 8.597737e-05, + -0.0034373796, + -0.042126767, + 0.02448018, + 0.047725372, + -0.028432136, + -0.0054991213, + -0.013680908, + -0.018826686, + -0.045859173, + -0.011684346, + -0.0018644868, + -0.061420005, + 0.060377125, + 0.010346443, + -0.021776931, + 0.020294948, + 0.016548822, + 0.011389322, + 0.022943309, + -0.02686782, + 0.04665505, + -0.013461354, + 0.043197088, + 0.06850059, + -0.037269153, + 0.04056245, + -0.028267473, + 0.0389158, + 0.03765337, + -0.0017023948, + -0.029090798, + 0.0065282765, + -0.015066837, + 0.03419541, + -0.05247321, + 0.00021890996, + 0.03644583, + -0.00648368, + 0.025495613, + -0.027718589, + -0.022463035, + -0.03249387, + 0.015629442, + -0.035567615, + -0.0027564217, + -0.013612297, + -0.02084383, + 0.011650041, + -0.0039519574, + 0.0023756342, + -0.00072555465, + 0.036281165, + 0.028926132, + 0.008871321, + -0.03216454, + -0.03718682, + -0.038998134, + 0.011691207, + 0.021090828, + -0.0021526504, + -0.03128633, + -0.008878182, + 0.037433818, + -0.0130016655, + -0.011409905, + 0.052006662, + 0.015519666, + 0.03408563, + 0.041111335, + -0.015162892, + 0.005138917, + -0.010161196, + -0.009893616, + 0.0027941572, + 0.058675587, + -0.04273054, + -0.005770132, + 0.0013936481, + 0.010099446, + -0.027951865, + 0.0126311695, + 0.0017547102, + -0.015972493, + 0.04638061, + 0.029804345, + -0.030682558, + -0.008919348, + 0.03136866, + 0.010065141, + -0.0053893444, + -0.022408146, + 0.023643134, + 0.017248647, + 0.009708367, + -0.02030867, + 0.012363588, + -0.015313835, + 0.045173068, + 0.040150788, + 0.039876346, + 0.017715197, + -0.028020475, + -0.029145686, + -0.06273732, + -0.011945065, + 0.005241832, + 0.020816386, + -0.01726237, + -0.0340033, + 0.001676666, + 0.030216007, + -0.024137128, + -0.020034228, + -0.014449344, + 0.042977534, + 0.023698023, + 0.053488646, + -0.017577976, + 0.0007933074, + 0.005975963, + -0.039135356, + -0.063341096, + 0.00026114823, + -0.010442498, + 0.010874744, + 0.02534467, + 0.02931035, + 0.007574585, + 0.021077106, + -0.018291524, + -0.0065797344, + -0.027910698, + 0.0452554, + -0.027361816, + 0.0060960315, + 0.028596802, + 0.019595122, + -0.03839436, + 0.0028593373, + 0.038531583, + -0.024068518, + -0.037104487, + -0.055135295, + 0.01045622, + 0.013118302, + -0.019622566, + 0.09089502, + 0.0072864215, + 0.012116591, + -0.059114695, + -0.039245132, + -0.0010445929, + 0.033646524, + 0.030023897, + -0.039272577, + -0.031944986, + 0.059498914, + 0.028624246, + -0.011814706, + -0.017687753, + 0.008343021, + 0.0012812987, + -0.03348186, + -0.03718682, + -0.010030836, + -0.030051341, + -0.016548822, + 0.020788942, + -0.02678549, + -0.041193668, + -0.009516259, + -0.06399975, + -0.0040274286, + -0.041275997, + 0.012480226, + -0.04130344, + -0.011629458, + 0.011293267, + 0.05510785, + 0.010957076, + 0.0018867851, + -0.05027768, + -0.044816293, + 0.056864273, + 0.06021246, + -0.00509432, + -0.018977629, + -0.007382476, + 0.052226212, + -0.025193729, + -0.0032435553, + 0.042757984, + -0.013097719, + 0.009481953, + 0.013344717, + -0.038339473, + 0.009159484, + -0.03361908, + -0.02091244, + -0.031039331, + 0.0018010222, + -0.033372086, + -0.031396106, + -0.022188593, + -0.009468231, + 0.13974561, + -0.028130252, + -0.007053146, + 0.018744353, + -0.014998226, + -0.029365238, + -0.0012984512, + -0.0277872, + -0.016466489, + 0.040123343, + -0.031835213, + 0.006909064, + -0.031450994, + 0.036830045, + -0.026181716, + -0.01733098, + 0.008638046, + -0.012391033, + 0.025193729, + 0.024891842, + 0.017975917, + -0.041989546, + 0.011883316, + -0.03479918, + 0.0067409687, + -0.0037529871, + 0.0059931157, + -0.038613915, + 0.0064596664, + 0.019361846, + -0.00443223, + -0.02845958, + 0.06833593, + -0.007890193, + -0.028267473, + 0.027567647, + -0.016836984, + 0.0052624154, + -0.056260504, + 0.011437349, + 0.002281295, + -0.017248647, + -0.05609584, + -0.0422091, + -0.004487118, + -0.028075363, + -0.014764952, + 0.028514469, + 0.0011363593, + -0.01971862, + 0.003070314, + -0.013145747, + 0.024603678, + 0.01568433, + -0.0062092384, + 0.03554017, + -0.0033567622, + 0.035485283, + -0.008349882, + -0.002373919, + 0.03943724, + 0.032191984, + -0.007437364, + -0.019101126, + 0.010716939, + 0.005169791, + -0.015670609, + 0.029584792, + -0.020322392, + 0.019951895, + 0.021214327, + 0.026771767, + -0.002593472, + -0.035320617, + 7.6007425e-05, + 0.009969086, + 0.02898102, + 0.068829924, + 0.044486962, + -0.048658475, + 0.03630861, + 0.010270973, + 0.0056980914, + 0.047011826, + -0.024301793, + -0.050030682, + -0.00966034, + 0.012246951, + 0.01965001, + -0.003989693, + 0.017975917, + -0.012692918, + 0.028240029, + -0.028349806, + -0.024233183, + -0.008425353, + -0.00061148993, + 0.014970783, + 0.0008327584, + -0.0061028926, + 0.034167964, + 0.015835274, + -0.01992445, + -0.015766663, + 0.023121694, + 0.0400959, + 0.0038147366, + 0.026428714, + -0.034634516, + 0.02421946, + -0.020198893, + 0.042456098, + -0.0026380687, + -0.020157726, + 0.024644844, + 0.003691238, + -6.051649e-05, + -0.02136527, + 0.011451071, + 0.021982763, + 0.005379053, + -0.034908958, + 0.03499129, + 0.024795787, + -0.003161223, + -0.0113687385, + -0.033042755, + -0.00087821274, + -0.00833616, + 0.025221173, + 0.0028078794, + 0.011066853, + -0.0042263987, + 0.024905564, + -0.016713487, + -0.01177354, + -0.023711745, + -0.011855872, + 0.008967375, + -0.022065096, + 0.037982702, + 0.015258946, + 0.009914199, + -0.008871321, + 0.012027398, + -0.020020505, + 0.0038215977, + 0.025029063, + -0.049728796, + -0.013921044, + -0.02084383, + -0.027402982, + 0.036281165, + 0.015245224, + -0.045694508, + 0.0041063307, + -0.0184013, + 0.031039331, + 0.01210973, + -0.009475092, + -0.0117460955, + 0.005451094, + 0.0063876254, + -0.0011560847, + -0.010277834, + 0.017083982, + -0.028624246, + 0.00443223, + -0.008377326, + 0.014792396, + -0.05801693, + -0.021529933, + -0.0046140472, + -0.0020017074, + -0.044157635, + -0.00893307, + 0.02056939, + -0.0017469915, + -0.01997934, + 0.0016157742, + 0.020020505, + -0.07437364, + 0.027649978, + -0.01217148, + 0.011903899, + -0.0013970786, + -0.015053115, + 0.03724171, + -0.03062767, + 0.014078848, + -0.035896946, + -0.029090798, + -0.0065797344, + 0.0028884965, + -0.007231533, + -0.01885413, + 0.021241771, + -0.018552244, + -0.03625372, + 0.016178325, + 0.010394471, + 0.037927814, + 0.0039004995, + -0.00042624192, + -0.017660309, + -0.060980897, + -0.012473365, + 0.040150788, + 0.0024356681, + -0.0019039378, + 0.044486962, + 0.0044116466, + 0.029969009, + -0.010229806, + -0.0029468155, + 0.00833616, + 0.017591698, + -0.017893584, + -0.04080945, + 0.008562574, + -0.034744292, + 0.0010617455, + 0.035046175, + 0.03315253, + 0.0021029077, + -0.0045557288, + -0.0078558875, + 0.020006783, + 0.017811252, + -0.0031543619, + -0.013674047, + 0.013914183, + -0.0051286253, + -0.0076569174, + -0.012686057, + -0.026908986, + -0.015999937, + -0.008130329, + 0.0021989623, + -0.008171495, + -0.023711745, + -0.010662052, + -0.009344732, + -0.017591698, + -0.015821552, + 0.010312138, + 0.0030017036, + -0.0009596876, + -0.020281225, + 0.015794108, + 0.00529329, + -0.0016852422, + 0.0026106245, + -0.03850414, + -0.018730631, + -0.012830139, + 0.029584792, + 0.024603678, + -0.0013413327, + -0.039601907, + 0.046408053, + 0.046792272, + -0.005543718, + 0.014202347, + -0.019567678, + -0.010277834, + 0.011595152, + -0.005087459, + 0.0055197044, + -0.029694568, + -0.022874698, + 0.034250297, + -0.030682558, + -0.004295009, + 0.02229837, + 0.035293173, + 0.01772892, + 0.0026620824, + 0.017715197, + 0.018044528, + -0.031780325, + -0.03029834, + -0.002077179, + 0.03685749, + 0.027046207, + 0.0053138733, + -0.025728889, + 0.024109684, + 0.0047649904, + 0.047313713, + -0.02845958, + -0.017193759, + 0.014504232, + -0.052088995, + 0.026826655, + -0.013077136, + 0.027746033, + 0.0108678825, + -0.03545784, + -0.0063293064, + -0.0117460955, + -0.021406434, + 0.004593464, + -0.008054857, + -0.057413157, + -0.03221943, + 0.002296732, + 0.030956998, + -0.023999907, + 0.016288102, + -9.664414e-05, + -0.037461262, + -0.06581107, + -0.009289844, + 0.029118242, + -0.026538491, + 0.018730631, + 0.034414962, + 0.0056603556, + 0.020363558, + -0.027512759, + 0.025660278, + 0.02931035, + -0.034963846, + -0.01965001, + -0.0026123398, + 0.028294917, + -0.019375568, + 0.038476694, + -0.0035643086, + -0.01825036, + 0.0010171487, + -0.017413313, + 0.004387633, + 0.06399975, + 0.02024006, + -0.05617817, + -0.0066140397, + 0.0043670502, + -0.005502552, + -0.0014468211, + -0.004915933, + -0.0074716695, + -0.001984555, + 0.018222915, + 0.017975917, + 0.014367011, + -0.018277803, + 0.0007041139, + 0.013118302, + 0.045474954, + -0.0015102858, + 0.017715197, + -0.00608574, + -0.019375568, + -0.027279483, + 0.0546413, + 8.511974e-05, + 0.01707026, + 0.003941666, + 0.018071972, + -0.013090858, + 0.01805825, + 0.0063876254, + 0.012775251, + -0.00959859, + -0.007972525, + 0.030023897, + 0.025303503, + 0.020637998, + -0.0013936481, + 0.024891842, + -0.03230176, + 0.007924498, + 0.01045622, + -0.0023190305, + 0.0024116545, + 0.009324149, + -0.019883284, + 0.024205739, + -0.015643165, + -0.019608844, + 0.008541991, + -0.014325845, + 0.03910791, + 0.014847284, + -0.042373765, + -0.0046209083, + 0.0077323886, + 0.03718682, + 0.028706579, + 0.02044589, + 0.05922447, + 0.025276061, + -0.007993108, + 0.03024345, + -0.011828428, + 0.0062092384, + -0.02427435, + -0.052747652, + -0.035128508, + 0.01932068, + 0.04360875, + -0.03578717, + -0.0082263835, + 0.020583112, + -0.013783824, + -0.009070291, + 0.025495613, + -0.026222883, + 0.041522995, + -0.0020565959, + 0.03592439, + 0.014174903, + -0.01739959, + -0.012727223, + -0.043197088, + -0.0017821543, + 0.021145716, + 0.019800954, + 0.0024493902, + -0.0023378984, + 0.007231533, + 0.015313835, + 0.0008353313, + -0.02586611, + -0.023121694, + 0.00018063824, + -0.007602029, + 0.046600163, + 0.016384156, + -0.009166345, + 0.000625212, + 0.056480058, + 0.011691207, + -0.016233213, + -0.056480058, + -0.00079287856, + 0.0040342896, + -0.013866155, + -0.006270988, + 0.014984504, + -0.01672721, + 0.037351485, + 0.019169737, + -0.04440463, + 0.006092601, + 0.0042435513, + 0.008246967, + 0.020061672, + -0.04380086, + -0.0033670538, + 0.014600286, + -0.022490479, + -0.014463066, + -0.012644892, + -0.025015341, + 0.012994804, + -0.03897069, + 0.025262339, + -0.003512851, + -0.019087404, + 0.013022249, + 0.031066775, + -0.021077106, + 0.015711775, + 0.015519666, + -0.011972509, + -0.0030463005, + -0.014353289, + -0.003327603, + 0.0431422, + -0.01158143, + 0.012926194, + -0.025056507, + 0.011485375, + 0.031258885, + -0.0023121694, + -0.023272637, + 0.024370404, + -0.023066806, + 0.009269261, + -0.040836893, + 0.011560847, + -0.0020222906, + 0.013447632, + 0.021872986, + 0.03320742, + 0.009557424, + 0.028075363, + 0.00786961, + -0.012672335, + 0.044816293, + 0.058840252, + -0.016466489, + -0.0011938204, + 0.021118272, + 0.0073550316, + 0.01726237, + -0.024246905, + -0.004922794, + 0.020061672, + -0.013173191, + 0.016384156, + 0.009948503, + 0.021200605, + -0.00026114823, + -0.038147364, + 0.0044905487, + 0.012692918, + -0.0007036851, + -0.015341279, + 0.04253843, + -0.012953638, + 0.021310382, + -0.01323494, + -0.01481984, + -0.01343391, + -0.002303593, + 0.0040994696, + -0.017742641, + 0.0074785305, + -0.0034648236, + -0.007492252, + 0.046078723, + -0.0019176599, + -0.019814676, + 0.023643134, + -0.045145623, + -0.0009288129, + 0.008391048, + 0.006885051, + -0.006590026, + 0.008946792, + -0.03216454, + 0.0009785554, + -0.00023391849, + 0.021118272, + 0.029228017, + -0.011430488, + -0.010229806, + -0.005279568, + -0.04797237, + -0.008590018, + 0.026236605, + -0.014517955, + 0.018387578, + -0.0112383785, + -0.01713887, + -0.024727177, + 0.046874605, + -0.006181794, + 0.017523088, + -0.00013861438, + -0.017591698, + -0.019210903, + 0.0026689435, + 0.0016860998, + 0.01819547, + 0.0391628, + -0.015108003, + 0.015821552, + 0.015204058, + 0.0056088977, + 0.01885413, + -0.03180777, + 0.012885028, + -0.0027272622, + -0.010435637, + -0.0033996438, + 0.029694568, + -9.374964e-05, + 0.017879862, + 0.01098452, + 0.0144219, + -0.047725372, + -0.008514547, + 0.0053070122, + -3.5511228e-05, + -0.0126311695, + -0.02408224, + 0.0026689435, + 0.021667155, + 0.029996453, + 0.027032485, + -0.0030188563, + -0.026963875, + 0.013063414, + -0.0037392653, + 0.018565966, + 0.024027351, + -0.010195501, + -0.027361816, + -0.017495645, + 0.026881542, + -0.012802695, + 0.014463066, + -0.01164318, + -0.00661747, + 0.011156046, + 0.019059962, + 0.0052486933, + -0.024260627, + 0.015917607, + -0.006322446, + -0.0034288033, + -0.006782135, + 0.02773231, + -0.0022315523, + -0.02792442, + 0.028089086, + -0.011087436, + 0.022325814, + 0.0014150889, + -0.0012469934, + -0.023272637, + -0.0018696326, + 0.015080559, + 0.018222915, + 0.00813719, + -0.002891927, + -0.011540264, + -0.005982824, + -0.00522811, + 0.030380672, + -0.01965001, + 0.027938142, + 0.02281981, + -0.012850722, + -0.018730631, + -0.0091114575, + 0.0011955356, + -0.049866017, + 0.0010454506, + -0.02129666, + 0.029475015, + 0.0065488596, + 0.027073652, + 0.052720208, + -0.02361569, + 0.020871274, + 0.01912857, + -0.0075540016, + -0.011451071, + 0.0034476712, + 0.009152623, + -0.039382353, + 0.014120014, + -0.033042755, + -0.021461323, + -0.048082147, + -0.016891873, + -0.009632896, + 0.015094281, + -0.017852418, + -5.697877e-05, + -0.013372161, + 0.00020132856, + 0.00880271, + 0.015821552, + 0.005042862, + 0.015355001, + 0.09149879, + 0.00588677, + -0.022408146, + 0.017372146, + 0.0133858835, + 0.0069468, + -0.028349806, + 0.010888466, + -0.018607132, + -0.009578007, + -0.0073138652, + 0.020102838, + 0.012397894, + -0.022792365, + -0.0048027257, + 0.01296736, + -0.012651752, + -0.031450994, + -0.010682635, + 0.005022279, + 0.0030308631, + -0.009234956, + -0.0023567663, + 0.02441157, + -0.02269631, + -0.013763241, + -0.03180777, + 0.008658629, + 0.02640127, + 0.032329205, + -0.013159469, + 0.030188562, + -0.010950215, + 0.030600226, + 0.0076569174, + 0.03254876, + -0.042181656, + 0.029667124, + 0.0041303444, + -0.016439045, + 0.013674047, + -0.008109746, + 0.0016354996, + -0.0041063307, + -0.01753681, + -0.027334372, + -0.0063498896, + -0.036034167, + 0.004857614, + -0.01045622, + -0.008315577, + 0.036555607, + -0.03479918, + 0.026277771, + 0.040864337, + -0.03559506, + -0.00064536626, + 0.0057255356, + 0.042620763, + -0.01892274, + 0.012699779, + 0.032246873, + -0.035622504, + 0.035759725, + 0.008288133, + -0.015300113, + -0.02837725, + 0.008068579, + 0.0027547064, + 0.034305185, + 0.009214372, + 0.023711745, + -0.009433926, + -0.043498974, + 0.0015445909, + 0.021927875, + 0.022408146, + -0.005900492, + -0.03268598, + 0.02845958, + -0.025097674, + 0.0034065049, + 0.021077106, + 0.04207188, + -0.002156081, + -0.0071697836, + 0.008157773, + -0.023080528, + 0.0010017114, + 0.042099323, + -0.021612266, + -0.009324149, + 0.021090828, + -0.010044558, + -0.00061792217, + 0.007910776, + -0.0084802415, + -0.037433818, + 0.037927814, + 0.016768374, + 0.007890193, + 0.011629458, + -0.03381119, + 0.031176552, + 0.008061718, + -0.007231533, + -0.07838049, + 0.010565997, + 0.016123436, + 0.014065126, + 0.013543687, + -0.021282937, + 0.020926163, + 0.008562574, + -0.006092601, + 0.016686043, + -0.020610556, + 0.0041852323, + 0.0014022244, + -0.043828305, + 0.0033721996, + 0.006538568, + 0.019553956, + 0.008061718, + 0.027210873, + -0.02652477, + 0.01329669, + 0.01224009, + 0.0026535061, + -0.015121725, + 0.04215421, + -4.9018894e-05, + 0.010483664, + -0.00023649137, + 0.041111335, + 0.009296705, + 0.008212661, + -0.02712854, + -0.010689496, + 0.025975887, + 0.0400959, + 0.009090874, + 0.014051404, + -0.008322438, + 0.029282905, + -0.013783824, + 0.008898765, + 0.004089178, + -0.052253656, + 0.005042862, + -6.351819e-05, + -0.04300498, + -0.017962195, + -0.019663732, + 0.03356419, + -0.007828443, + 0.016548822, + 0.024397848, + 0.0035368646, + -0.035677392, + -0.0010634607, + -0.0071766446, + -0.022847254, + 0.023848964, + 0.005286429, + -0.0010754676, + 0.01627438, + -0.018044528, + -0.008493964, + 0.0035437257, + 0.009996531, + 0.0009133755, + 0.01573922, + 0.0011475084, + -0.012699779, + -0.04207188, + 0.012926194, + 0.024740899, + -0.04366364, + -0.006339598, + 0.019361846, + -0.026895264, + -0.028267473, + 0.003612336, + -0.0004463962, + 0.023999907, + 0.020171449, + -0.019636288, + -0.0069845356, + -0.018538522, + 0.0097358115, + -0.019608844, + -0.014874728, + -0.015066837, + -0.01925207, + -0.0045214235, + -0.04638061, + -0.024192017, + -0.0066003175, + 0.0132555235, + -0.0023207457, + 0.0027306927, + 0.02678549, + -0.013090858, + 0.019526511, + 0.04182488, + -0.013228079, + 0.0031920974, + -0.021584822, + -0.031533327, + 0.059169583, + -0.010161196, + -0.0010145758, + 0.008747823, + 0.049866017, + -0.0036500716, + 0.00912518, + -0.014435622, + -0.003413366, + -0.004216107, + 0.00039022148, + 0.0040720254, + 0.024260627, + -0.031203996, + -0.03499129, + 0.0022864405, + 0.028596802, + -0.023670578, + 0.0058318814, + 0.016329268, + -0.035101064, + -0.040452674, + -0.0398489, + 0.006384195, + -0.020349836, + -0.0014313839, + -6.828876e-05, + 0.0370496, + 0.018579688, + 0.00992792, + -0.03466196, + -0.0075402795, + 0.033289753, + 0.045749396, + -0.018277803, + -0.012459643, + -0.010758106, + 0.005663786, + -0.018552244, + -0.019183459, + 0.007773555, + 0.029749457, + -0.005663786, + -0.023972463, + -0.0340033, + -0.004209246, + -0.0007405632, + 0.0048541836, + -0.015409889, + -0.03954702, + -0.03661049, + 0.012487087, + 0.04703927, + 0.00016144877, + 0.03394841, + -0.03446985, + 0.015986215, + 0.011986231, + -0.024164572, + 0.027032485, + 0.01521778, + -0.023711745, + -0.016192047, + 0.0010900473, + -0.014408178, + 0.030764889, + 0.0033996438, + -0.013577992, + -0.009694645, + -0.04360875, + 0.017509367, + -0.007924498, + -0.011128602, + 0.0034974136, + -2.6733924e-05, + 0.00119039, + 0.008164634, + 0.0054751076, + -0.001759856, + -0.0088575985, + 0.020981051, + -0.021420157, + -0.02818514, + 0.003380776, + -0.01270664, + 0.0054819686, + -0.0067787045, + 0.0030874666, + -0.04599639, + -0.004312162, + -0.038339473, + 0.034360074, + 0.03427774, + -0.028953576, + 0.0023704884, + 0.02176321, + -0.00833616, + 0.03737893, + -0.0023773494, + 0.046408053, + -0.03921769, + 0.012939916, + 0.0048919194, + -0.0020788943, + 0.012493948, + 0.018305246, + -0.028624246, + 0.03559506, + -0.017660309, + 0.041852325, + -0.016713487, + 0.0068953424, + -0.0056843692, + 0.028020475, + 0.007238394, + -0.031862658, + 0.03446985, + -0.011293267, + 0.019677455, + 0.03381119, + 0.014668897, + -0.014655175, + 0.0010068571, + 0.011526542, + 0.040919226, + -0.0059519494, + -0.01713887, + 0.013900461, + 0.023190305, + -0.049399465, + -0.027746033, + 0.034414962, + -0.006922786, + 0.009612313, + 0.019910729, + 0.0038353198, + -0.0068507455, + -0.010970798, + -0.0022195454, + -0.030655114, + -0.014367011, + 0.01977351, + 0.047999814, + -0.033234864, + -0.016987927, + 0.010065141, + 0.026854098, + -0.004524854, + 0.0053035817, + -0.029529903, + -0.013440771, + -0.017893584, + 0.030133674, + -0.025427002, + -0.002044589, + -0.0093584545, + -0.014174903, + -0.008775266, + 0.00800683, + -0.04399297, + -0.02917313, + 0.02614055, + 0.028130252, + -0.005516274, + 0.0025454448, + -0.03672027, + -0.05724849, + -0.01561572, + -0.007238394, + -0.05458641, + 0.008466519, + -0.001535157, + -0.030051341, + 0.0050394316, + 0.017207481, + 0.026812933, + 0.010764967, + -0.011306989, + -0.004133775 + ] + } + ], + "model": "text-embedding-3-small", + "usage": { + "prompt_tokens": 6, + "total_tokens": 6 + } + } + headers: + CF-RAY: + - 939c181e8dcae38c-NRT + Connection: + - keep-alive + Content-Type: + - application/json + Date: + - Sat, 03 May 2025 01:48:07 GMT + Server: + - cloudflare + Set-Cookie: test_set_cookie + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-allow-origin: + - '*' + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + content-length: + - '33302' + openai-model: + - text-embedding-3-small + openai-organization: test_openai_org_id + openai-processing-ms: + - '70' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + via: + - envoy-router-8985dd5b9-nwnh2 + x-envoy-upstream-service-time: + - '38' + x-ratelimit-limit-requests: + - '5000' + x-ratelimit-limit-tokens: + - '5000000' + x-ratelimit-remaining-requests: + - '4999' + x-ratelimit-remaining-tokens: + - '4999993' + x-ratelimit-reset-requests: + - 12ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_9d3ac02ffd35831e5cb85c4a96414d5c + status: + code: 200 + message: OK +version: 1 diff --git a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_embeddings_with_dimensions.yaml b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_embeddings_with_dimensions.yaml new file mode 100644 index 0000000000..7e92a6b556 --- /dev/null +++ b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_embeddings_with_dimensions.yaml @@ -0,0 +1,629 @@ +interactions: +- request: + body: |- + { + "input": "This is a test for embeddings with dimensions", + "model": "text-embedding-3-small", + "dimensions": 512 + } + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + authorization: + - Bearer test_openai_api_key + connection: + - keep-alive + content-length: + - '112' + content-type: + - application/json + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.26.0 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - Linux + x-stainless-package-version: + - 1.26.0 + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.9.2 + method: POST + uri: https://api.openai.com/v1/embeddings + response: + body: + string: |- + { + "object": "list", + "data": [ + { + "object": "embedding", + "index": 0, + "embedding": [ + 0.009219426, + -0.06619997, + 0.10735908, + -0.06785497, + -0.023044067, + -0.05842867, + 0.028836563, + 0.020453632, + -0.026479987, + 0.045620415, + 0.019949937, + -0.04285009, + -0.052600194, + -0.03561846, + -0.02048961, + 0.0022486404, + -0.011153256, + 0.00040644174, + 0.026695859, + 0.055478454, + 0.0013019628, + -0.06281801, + 0.03466504, + 0.025778413, + 0.00886414, + 0.008463882, + 0.029628085, + 0.03363966, + 0.12095886, + 0.00993899, + -0.0019608145, + -0.03283015, + -0.056701712, + -0.07433105, + -0.023026077, + 0.00888213, + -0.05925617, + 0.097932786, + -0.06360954, + 0.041303024, + 0.006008367, + 0.009336354, + -0.07670562, + 0.018088063, + -0.027613303, + 0.07238823, + -0.1020343, + -0.02194673, + -0.046447914, + 0.080015615, + -0.090953, + 0.03831683, + -0.037129547, + 0.023673685, + -0.043173894, + 0.045188677, + -0.0196801, + -0.021353088, + -0.011863826, + 0.005823978, + 0.03243439, + -0.027631292, + -0.033981454, + -0.03624808, + 0.02194673, + -7.420513e-05, + -0.046591826, + 0.05310389, + 0.0037979535, + -0.030509552, + 0.046411935, + 0.016496025, + -0.040511504, + 0.02378162, + 0.06983377, + 0.03954009, + 0.022270534, + 0.0070742224, + -0.057457257, + -0.03871259, + -0.03871259, + 0.07908018, + -0.031444985, + 0.0007465486, + -0.03590629, + -0.010541625, + -0.06299791, + -0.018960536, + -0.036949657, + -0.06933008, + -0.03795705, + -0.077641055, + -0.07605801, + -0.01731453, + -0.038208894, + 0.012340538, + 0.04835476, + -0.07972779, + -0.05968791, + 0.022702273, + -0.0067009483, + 0.03849672, + -0.018088063, + 0.027289499, + -0.048246827, + -0.04572835, + 0.031660855, + 0.0027051142, + -0.06468888, + 0.018285943, + -0.04245433, + -0.028350856, + 0.028656673, + 0.04198661, + 0.077209316, + -0.0017258314, + -0.036733788, + -0.046016175, + -0.015119857, + -0.026174173, + -0.04839074, + -0.030563518, + 0.0676391, + -0.046879653, + -0.03914433, + -0.043713566, + -0.018672708, + -0.061450843, + -0.0623503, + 0.022108631, + 0.009363338, + 0.015344721, + 0.054902803, + 0.07483475, + -0.086131915, + -0.03669781, + -0.09750105, + 0.047023565, + -0.021658903, + 0.040151723, + -0.0035663436, + 0.014508227, + 0.021694882, + -0.028045041, + -0.015209803, + 0.045368567, + -0.071164966, + 0.095702134, + 0.059364103, + -0.0047536255, + -0.020939339, + -0.03813694, + -0.028152976, + -0.02829689, + -0.07886431, + -0.052384324, + 0.011764886, + 0.025454609, + 0.06130693, + -0.02826091, + -0.038640637, + -0.00405205, + 0.031444985, + 0.00036512298, + -0.0018360148, + 0.013671733, + -0.007402524, + -0.03914433, + -0.054435086, + -0.09325561, + 0.016361106, + -0.039468136, + -0.015398689, + -0.03583433, + -0.018456839, + -0.009408311, + -0.013590782, + -0.08239018, + 0.017062683, + -0.073755406, + -0.051592804, + 0.040259656, + -0.030707432, + -0.0026084227, + -0.08332562, + 0.09347148, + 0.01772828, + 0.022090642, + 0.03957607, + 0.023547761, + -0.025724445, + 0.04781509, + 0.063501604, + 0.031301074, + 0.0039666016, + -0.03095928, + 0.062710084, + -0.006395133, + 0.036176126, + -0.031319063, + -0.019949937, + 0.061198995, + -0.042490307, + 0.031301074, + 0.007807279, + -0.05000976, + -0.013275973, + -0.042958025, + -0.052096497, + -0.02072347, + 0.03094129, + -0.031624876, + 0.037849113, + -0.013222005, + -0.057241388, + 0.051772695, + -0.04982987, + -0.043713566, + 0.011216218, + -0.024501184, + -0.045620415, + 0.061163016, + 0.07102106, + 0.015830427, + -0.11405104, + -0.012394506, + 0.0016268913, + -0.05691758, + 0.05058541, + 0.026911728, + -0.005765514, + -0.02624613, + -0.035150744, + 0.016244177, + 0.027199553, + -0.030095803, + 0.034593083, + -0.0066739647, + -0.06609204, + -0.0045647398, + -0.039504115, + -0.011656951, + 0.05371552, + 0.029196346, + 0.0097501045, + 0.0029704538, + 0.03524069, + -0.049218237, + -0.003806948, + -0.011522033, + -0.014463254, + 0.017134639, + -0.029592106, + -0.046088133, + -0.0350608, + 0.022648305, + -0.06371747, + 0.06569628, + 0.019536188, + 0.025922326, + 0.007501464, + 0.01045168, + -0.0573853, + 0.017053688, + 0.020273741, + -0.03220053, + 0.031534933, + 0.016837819, + 0.0138336355, + -0.09181648, + 0.0041712276, + -0.021461023, + 0.0024285316, + -0.028656673, + -0.06371747, + 0.0537515, + -0.042886067, + -0.043029983, + 0.019338306, + -0.025274716, + 0.022054665, + -0.034359224, + 0.019158415, + 0.10095496, + -0.04759922, + -0.0014987187, + 0.00030693942, + -0.022612328, + -0.045404546, + -0.035798352, + -0.0023903046, + -0.068394646, + 0.048966393, + 0.02790113, + -0.051161066, + -0.0026713847, + 0.008405417, + 0.015425673, + 0.042130526, + -0.06889834, + 0.05101715, + 0.00563959, + 0.05346367, + 0.076561704, + -0.05555041, + 0.08023149, + -0.033891506, + 0.08447692, + 0.065408446, + -0.023943523, + -0.021245154, + -0.0110813, + -0.037669223, + 0.07476279, + -0.09174453, + -0.013455864, + 0.055190627, + -0.028764607, + 0.0074474965, + -0.01628915, + -0.034719005, + -0.07195649, + 0.015146841, + -0.07785692, + 0.013590782, + -0.027163574, + -0.027163574, + 0.034934875, + -0.029124388, + -0.029088411, + -0.023313902, + 0.05080128, + 0.022450425, + 0.023205968, + -0.0357264, + -0.0573853, + -0.055118673, + 0.0025994282, + 0.0075284475, + 0.011504044, + -0.07015758, + 0.011620973, + 0.02192874, + 0.015470645, + -0.022702273, + 0.032506343, + -0.007496967, + 0.024663087, + 0.10275387, + -0.040187698, + 0.015020917, + -0.024699066, + -0.017422466, + 0.006525554, + 0.062782034, + -0.055622365, + -0.018097058, + 0.005509169, + -0.013473853, + -0.048894435, + 0.002963708, + -0.022648305, + -0.024681076, + 0.053247802, + 0.012160647, + -0.052420303, + -0.0006239977, + 0.048678566, + 0.03383754, + 0.0033797063, + -0.013590782, + 0.011513039, + -0.021712871, + 0.01632513, + -0.051340956, + -0.00074542424, + -0.031696834, + 0.08181453, + 0.054794867, + 0.040763352, + 0.006970785, + -0.008675254, + -0.04857063, + -0.059543997, + -0.026012272, + -0.011755891, + 0.06191856, + 0.005770011, + -0.018564774, + -0.0004266795, + 0.015785456, + -0.01496695, + 0.0067549157, + 0.0075104586, + 0.045764327, + -0.009291382, + 0.056881607, + -0.03648194, + 0.004758123, + 0.0017753015, + -0.074187145, + -0.11354734, + 0.02703765, + -0.043569654, + 0.007501464, + 0.031067215, + 0.07505062, + 0.03667982, + 0.03831683, + -0.00451527, + -0.042886067, + -0.021425044, + 0.029088411, + -0.045980196, + -0.029789986, + 0.05000976, + 0.006633489, + -0.049434107, + 0.019014502, + 0.12124669, + -0.06472486, + 0.01423839, + -0.07274801, + 0.016972737, + 0.0042544273, + -0.036553897, + 0.11405104, + 0.022936132, + -0.008257007, + -0.03358569, + -0.05983182, + 0.020741459, + 0.080015615, + 0.033999443, + -0.06947399, + -0.0598678, + 0.060803235, + 0.031409007, + -0.014796053, + -0.02705564, + 0.007483475, + 0.0360502, + -0.054219216, + -0.06324975, + -0.004740134, + -0.0598678, + -0.0031683343, + 0.045872264, + -0.023817599, + -0.048714545, + 0.011683935, + -0.092320174, + -0.03565444, + -0.073431596, + 0.003550603, + -0.051916607, + -0.015884396, + 0.020633524, + 0.094263, + -0.01946423, + 0.040871285, + -0.07220834, + -0.064509, + 0.06594812, + 0.0931117, + -0.0027613302, + 0.0025184772, + -0.034503136, + 0.04770715, + -0.019410264, + -0.025544554, + 0.05058541, + 0.039863896, + 0.01147706, + 0.024789011, + -0.042130526, + -0.017008714, + -0.051880628, + -0.027991075, + -0.05367954, + 0.013482847, + -0.03910835, + -0.034161344, + -0.021802817, + 0.017089667, + 0.18838209, + -0.040691394, + -0.026983684, + 0.06587616, + -0.036985636, + -0.06623595, + 0.0040992713, + -0.07433105, + -0.018375888, + 0.025274716, + -0.018960536, + 0.021604937, + -0.039252266, + 0.06296193, + -0.020075861, + 0.039216287, + 0.03563645, + 0.01627116, + 0.024483196, + 0.044361178, + -0.009264398, + -0.057241388, + -0.0061297934, + -0.0537515, + 0.03910835, + 0.0044208267, + 0.04123107 + ] + } + ], + "model": "text-embedding-3-small", + "usage": { + "prompt_tokens": 8, + "total_tokens": 8 + } + } + headers: + CF-RAY: + - 939c182bfc0e6d5f-NRT + Connection: + - keep-alive + Content-Type: + - application/json + Date: + - Sat, 03 May 2025 01:48:09 GMT + Server: + - cloudflare + Set-Cookie: test_set_cookie + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-allow-origin: + - '*' + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + content-length: + - '11121' + openai-model: + - text-embedding-3-small + openai-organization: test_openai_org_id + openai-processing-ms: + - '90' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + via: + - envoy-router-687976cc6-wtrv5 + x-envoy-upstream-service-time: + - '43' + x-ratelimit-limit-requests: + - '5000' + x-ratelimit-limit-tokens: + - '5000000' + x-ratelimit-remaining-requests: + - '4999' + x-ratelimit-remaining-tokens: + - '4999988' + x-ratelimit-reset-requests: + - 12ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_a3d50a6faea5e691c607f0a4902c56ab + status: + code: 200 + message: OK +version: 1 diff --git a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_embeddings_with_encoding_format.yaml b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_embeddings_with_encoding_format.yaml new file mode 100644 index 0000000000..cf7dbb6ec6 --- /dev/null +++ b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/cassettes/test_embeddings_with_encoding_format.yaml @@ -0,0 +1,116 @@ +interactions: +- request: + body: |- + { + "input": "This is a test for embeddings with encoding format", + "model": "text-embedding-3-small", + "encoding_format": "base64" + } + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + authorization: + - Bearer test_openai_api_key + connection: + - keep-alive + content-length: + - '127' + content-type: + - application/json + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.26.0 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - Linux + x-stainless-package-version: + - 1.26.0 + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.9.2 + method: POST + uri: https://api.openai.com/v1/embeddings + response: + body: + string: |- + { + "object": "list", + "data": [ + { + "object": "embedding", + "index": 0, + "embedding": "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" + } + ], + "model": "text-embedding-3-small", + "usage": { + "prompt_tokens": 9, + "total_tokens": 9 + } + } + headers: + CF-RAY: + - 939c1836de294a26-NRT + Connection: + - keep-alive + Content-Type: + - application/json + Date: + - Sat, 03 May 2025 01:48:10 GMT + Server: + - cloudflare + Set-Cookie: test_set_cookie + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-allow-origin: + - '*' + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + content-length: + - '8414' + openai-model: + - text-embedding-3-small + openai-organization: test_openai_org_id + openai-processing-ms: + - '82' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + via: + - envoy-router-698696864c-zvnz4 + x-envoy-upstream-service-time: + - '52' + x-ratelimit-limit-requests: + - '5000' + x-ratelimit-limit-tokens: + - '5000000' + x-ratelimit-remaining-requests: + - '4999' + x-ratelimit-remaining-tokens: + - '4999987' + x-ratelimit-reset-requests: + - 12ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_f9b3fad2c1ee8d52c777edfa84b4cfff + status: + code: 200 + message: OK +version: 1 diff --git a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/test_async_embeddings.py b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/test_async_embeddings.py new file mode 100644 index 0000000000..5da513420c --- /dev/null +++ b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/test_async_embeddings.py @@ -0,0 +1,396 @@ +# Copyright The OpenTelemetry Authors +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +"""Unit tests for OpenAI Async Embeddings API instrumentation.""" + +from typing import Optional + +import pytest +from openai import AsyncOpenAI, NotFoundError + +from opentelemetry.sdk.trace import ReadableSpan +from opentelemetry.semconv._incubating.attributes import ( + error_attributes as ErrorAttributes, +) +from opentelemetry.semconv._incubating.attributes import ( + event_attributes as EventAttributes, +) +from opentelemetry.semconv._incubating.attributes import ( + gen_ai_attributes as GenAIAttributes, +) +from opentelemetry.semconv._incubating.attributes import ( + server_attributes as ServerAttributes, +) +from opentelemetry.semconv._incubating.metrics import gen_ai_metrics + + +@pytest.mark.asyncio +@pytest.mark.vcr() +async def test_async_embeddings_with_content( + span_exporter, log_exporter, async_openai_client, instrument_with_content +): + """Test creating embeddings asynchronously with content capture enabled""" + model_name = "text-embedding-3-small" + input_text = "This is a test for async embeddings" + + response = await async_openai_client.embeddings.create( + model=model_name, + input=input_text, + ) + + # Verify spans + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + assert_embedding_attributes(spans[0], model_name, response) + + # Verify logs + logs = log_exporter.get_finished_logs() + assert ( + len(logs) == 2 + ) # Should contain both input and output embeddings events + + # Find input and output events + input_event = None + output_event = None + for log in logs: + if ( + log.log_record.attributes.get(EventAttributes.EVENT_NAME) + == "gen_ai.embeddings.input" + ): + input_event = log + elif ( + log.log_record.attributes.get(EventAttributes.EVENT_NAME) + == "gen_ai.embeddings.output" + ): + output_event = log + + # Verify both events exist + assert input_event is not None, "Input embeddings event not found" + assert output_event is not None, "Output embeddings event not found" + + # Verify input event content + input_content = {"content": input_text, "role": "user"} + assert_message_in_logs( + input_event, "gen_ai.embeddings.input", input_content, spans[0] + ) + + # Verify output event content + output_content = { + "embeddings": [ + { + "index": 0, + "embedding": response.data[0].embedding, + "object": "embedding", + } + ] + } + assert_message_in_logs( + output_event, "gen_ai.embeddings.output", output_content, spans[0] + ) + + +@pytest.mark.asyncio +@pytest.mark.vcr() +async def test_async_embeddings_no_content( + span_exporter, log_exporter, async_openai_client, instrument_no_content +): + """Test creating embeddings asynchronously with content capture disabled""" + model_name = "text-embedding-3-small" + input_text = "This is a test for async embeddings" + + response = await async_openai_client.embeddings.create( + model=model_name, + input=input_text, + ) + + # Verify spans + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + assert_embedding_attributes(spans[0], model_name, response) + + # No logs should be emitted when content capture is disabled + logs = log_exporter.get_finished_logs() + assert len(logs) == 0 + + +@pytest.mark.asyncio +@pytest.mark.vcr() +async def test_async_embeddings_with_dimensions( + span_exporter, metric_reader, async_openai_client, instrument_no_content +): + """Test creating embeddings asynchronously with custom dimensions""" + model_name = "text-embedding-3-small" + input_text = "This is a test for async embeddings with dimensions" + dimensions = 512 # Using a smaller dimension than default + + response = await async_openai_client.embeddings.create( + model=model_name, + input=input_text, + dimensions=dimensions, + ) + + # Verify spans + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + assert_embedding_attributes(spans[0], model_name, response) + + # Verify dimensions attribute is set correctly + assert ( + spans[0].attributes["gen_ai.embeddings.dimension.count"] == dimensions + ) + + # Verify actual embedding dimensions match the requested dimensions + assert len(response.data[0].embedding) == dimensions + + +@pytest.mark.asyncio +@pytest.mark.vcr() +async def test_async_embeddings_with_batch_input( + span_exporter, metric_reader, async_openai_client, instrument_with_content +): + """Test creating embeddings asynchronously with batch input""" + model_name = "text-embedding-3-small" + input_texts = [ + "This is the first test string for async embeddings", + "This is the second test string for async embeddings", + "This is the third test string for async embeddings", + ] + + response = await async_openai_client.embeddings.create( + model=model_name, + input=input_texts, + ) + + # Verify spans + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + assert_embedding_attributes(spans[0], model_name, response) + + # Verify results contain the same number of embeddings as input texts + assert len(response.data) == len(input_texts) + + +@pytest.mark.asyncio +@pytest.mark.vcr() +async def test_async_embeddings_error_handling( + span_exporter, metric_reader, instrument_no_content +): + """Test async embeddings error handling""" + model_name = "non-existent-embedding-model" + input_text = "This is a test for async embeddings with error" + + client = AsyncOpenAI() + + with pytest.raises(NotFoundError): + await client.embeddings.create( + model=model_name, + input=input_text, + ) + + # Verify spans + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + assert_all_attributes(spans[0], model_name, operation_name="embeddings") + assert "NotFoundError" == spans[0].attributes[ErrorAttributes.ERROR_TYPE] + + +@pytest.mark.asyncio +@pytest.mark.vcr() +async def test_async_embeddings_token_metrics( + span_exporter, metric_reader, async_openai_client, instrument_no_content +): + """Test that token usage metrics are correctly recorded for async embeddings""" + model_name = "text-embedding-3-small" + input_text = "This is a test for async embeddings token metrics" + + response = await async_openai_client.embeddings.create( + model=model_name, + input=input_text, + ) + + # Verify spans + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + assert_embedding_attributes(spans[0], model_name, response) + + # Verify metrics + metrics = metric_reader.get_metrics_data().resource_metrics + assert len(metrics) == 1 + + metric_data = metrics[0].scope_metrics[0].metrics + + # Verify token usage metric + token_metric = next( + ( + m + for m in metric_data + if m.name == gen_ai_metrics.GEN_AI_CLIENT_TOKEN_USAGE + ), + None, + ) + assert token_metric is not None + + # Find the input token data point + input_token_point = None + for point in token_metric.data.data_points: + if ( + point.attributes[GenAIAttributes.GEN_AI_TOKEN_TYPE] + == GenAIAttributes.GenAiTokenTypeValues.INPUT.value + ): + input_token_point = point + break + + assert input_token_point is not None, "Input token metric not found" + + # Verify the token counts match what was reported in the response + assert input_token_point.sum == response.usage.prompt_tokens + + +def assert_embedding_attributes( + span: ReadableSpan, + request_model: str, + response, +): + """Assert that the span contains all required attributes for embeddings operation""" + # Use the common assertion function + assert_all_attributes( + span, + request_model, + response_id=None, # Embeddings don't have a response ID + response_model=response.model, + input_tokens=response.usage.prompt_tokens, + output_tokens=None, # Embeddings don't have separate output tokens + operation_name="embeddings", + server_address="api.openai.com", + ) + + # Assert embeddings-specific attributes + if ( + hasattr(span, "attributes") + and "gen_ai.embeddings.dimension.count" in span.attributes + ): + # If dimensions were specified, verify that they match the actual dimensions + assert span.attributes["gen_ai.embeddings.dimension.count"] == len( + response.data[0].embedding + ) + + # Assert tokens are correctly recorded + assert ( + span.attributes[GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS] + == response.usage.prompt_tokens + ) + + +def assert_all_attributes( + span: ReadableSpan, + request_model: str, + response_id: str = None, + response_model: str = None, + input_tokens: Optional[int] = None, + output_tokens: Optional[int] = None, + operation_name: str = "embeddings", + server_address: str = "api.openai.com", +): + """Assert common attributes on the span""" + assert span.name == f"{operation_name} {request_model}" + assert ( + operation_name + == span.attributes[GenAIAttributes.GEN_AI_OPERATION_NAME] + ) + assert ( + GenAIAttributes.GenAiSystemValues.OPENAI.value + == span.attributes[GenAIAttributes.GEN_AI_SYSTEM] + ) + assert ( + request_model == span.attributes[GenAIAttributes.GEN_AI_REQUEST_MODEL] + ) + + if response_model: + assert ( + response_model + == span.attributes[GenAIAttributes.GEN_AI_RESPONSE_MODEL] + ) + else: + assert GenAIAttributes.GEN_AI_RESPONSE_MODEL not in span.attributes + + if response_id: + assert ( + response_id == span.attributes[GenAIAttributes.GEN_AI_RESPONSE_ID] + ) + else: + assert GenAIAttributes.GEN_AI_RESPONSE_ID not in span.attributes + + if input_tokens: + assert ( + input_tokens + == span.attributes[GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS] + ) + else: + assert GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS not in span.attributes + + if output_tokens: + assert ( + output_tokens + == span.attributes[GenAIAttributes.GEN_AI_USAGE_OUTPUT_TOKENS] + ) + else: + assert ( + GenAIAttributes.GEN_AI_USAGE_OUTPUT_TOKENS not in span.attributes + ) + + assert server_address == span.attributes[ServerAttributes.SERVER_ADDRESS] + + +def assert_log_parent(log, span): + """Assert that the log record has the correct parent span context""" + if span: + assert log.log_record.trace_id == span.get_span_context().trace_id + assert log.log_record.span_id == span.get_span_context().span_id + assert ( + log.log_record.trace_flags == span.get_span_context().trace_flags + ) + + +def assert_message_in_logs(log, event_name, expected_content, parent_span): + assert log.log_record.attributes[EventAttributes.EVENT_NAME] == event_name + assert ( + log.log_record.attributes[GenAIAttributes.GEN_AI_SYSTEM] + == GenAIAttributes.GenAiSystemValues.OPENAI.value + ) + + if not expected_content: + assert not log.log_record.body + else: + assert log.log_record.body + assert dict(log.log_record.body) == remove_none_values( + expected_content + ) + assert_log_parent(log, parent_span) + + +def remove_none_values(body): + result = {} + for key, value in body.items(): + if value is None: + continue + if isinstance(value, dict): + result[key] = remove_none_values(value) + elif isinstance(value, list): + result[key] = [ + remove_none_values(i) if isinstance(i, dict) else i + for i in value + ] + else: + result[key] = value + return result diff --git a/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/test_embeddings.py b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/test_embeddings.py new file mode 100644 index 0000000000..b29e4eca05 --- /dev/null +++ b/instrumentation-genai/opentelemetry-instrumentation-openai-v2/tests/test_embeddings.py @@ -0,0 +1,529 @@ +# Copyright The OpenTelemetry Authors +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +"""Unit tests for OpenAI Embeddings API instrumentation.""" + +from typing import Optional + +import pytest +from openai import APIConnectionError, NotFoundError, OpenAI + +from opentelemetry.sdk.trace import ReadableSpan +from opentelemetry.semconv._incubating.attributes import ( + error_attributes as ErrorAttributes, +) +from opentelemetry.semconv._incubating.attributes import ( + event_attributes as EventAttributes, +) +from opentelemetry.semconv._incubating.attributes import ( + gen_ai_attributes as GenAIAttributes, +) +from opentelemetry.semconv._incubating.attributes import ( + server_attributes as ServerAttributes, +) +from opentelemetry.semconv._incubating.metrics import gen_ai_metrics + + +@pytest.mark.vcr() +def test_embeddings_with_content( + span_exporter, log_exporter, openai_client, instrument_with_content +): + """Test creating embeddings with content capture enabled""" + model_name = "text-embedding-3-small" + input_text = "This is a test for embeddings" + + response = openai_client.embeddings.create( + model=model_name, + input=input_text, + ) + + # Verify spans + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + assert_embedding_attributes(spans[0], model_name, response) + + # Verify logs + logs = log_exporter.get_finished_logs() + assert ( + len(logs) == 2 + ) # Should contain both input and output embeddings events + + # Find input and output events + input_event = None + output_event = None + for log in logs: + if ( + log.log_record.attributes.get(EventAttributes.EVENT_NAME) + == "gen_ai.embeddings.input" + ): + input_event = log + elif ( + log.log_record.attributes.get(EventAttributes.EVENT_NAME) + == "gen_ai.embeddings.output" + ): + output_event = log + + # Verify both events exist + assert input_event is not None, "Input embeddings event not found" + assert output_event is not None, "Output embeddings event not found" + + # Verify input event content + input_content = {"content": input_text, "role": "user"} + assert_message_in_logs( + input_event, "gen_ai.embeddings.input", input_content, spans[0] + ) + + # Verify output event content + # We don't need to specify exact values since the test provides a helper function to verify + output_content = { + "embeddings": [ + { + "index": 0, + "embedding": response.data[0].embedding, + "object": "embedding", + } + ] + } + assert_message_in_logs( + output_event, "gen_ai.embeddings.output", output_content, spans[0] + ) + + +@pytest.mark.vcr() +def test_embeddings_no_content( + span_exporter, log_exporter, openai_client, instrument_no_content +): + """Test creating embeddings with content capture disabled""" + model_name = "text-embedding-3-small" + input_text = "This is a test for embeddings" + + response = openai_client.embeddings.create( + model=model_name, + input=input_text, + ) + + # Verify spans + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + assert_embedding_attributes(spans[0], model_name, response) + + # No logs should be emitted when content capture is disabled + logs = log_exporter.get_finished_logs() + assert len(logs) == 0 + + +@pytest.mark.vcr() +def test_embeddings_with_dimensions( + span_exporter, metric_reader, openai_client, instrument_no_content +): + """Test creating embeddings with custom dimensions parameter""" + model_name = "text-embedding-3-small" + input_text = "This is a test for embeddings with dimensions" + dimensions = 512 # Using a smaller dimension than default + + response = openai_client.embeddings.create( + model=model_name, + input=input_text, + dimensions=dimensions, + ) + + # Verify spans + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + assert_embedding_attributes(spans[0], model_name, response) + + # Verify dimensions attribute is set correctly + assert ( + spans[0].attributes["gen_ai.embeddings.dimension.count"] == dimensions + ) + + # Verify actual embedding dimensions match the requested dimensions + assert len(response.data[0].embedding) == dimensions + + # Verify metrics + metrics = metric_reader.get_metrics_data().resource_metrics + assert len(metrics) == 1 + + metric_data = metrics[0].scope_metrics[0].metrics + duration_metric = next( + ( + m + for m in metric_data + if m.name == gen_ai_metrics.GEN_AI_CLIENT_OPERATION_DURATION + ), + None, + ) + assert duration_metric is not None + + # Verify the dimensions attribute is present in metrics + for point in duration_metric.data.data_points: + if "gen_ai.embeddings.dimension.count" in point.attributes: + assert ( + point.attributes["gen_ai.embeddings.dimension.count"] + == dimensions + ) + break + else: + assert False, "Dimensions attribute not found in metrics" + + +@pytest.mark.vcr() +def test_embeddings_with_batch_input( + span_exporter, metric_reader, openai_client, instrument_with_content +): + """Test creating embeddings with batch input (list of strings)""" + model_name = "text-embedding-3-small" + input_texts = [ + "This is the first test string for embeddings", + "This is the second test string for embeddings", + "This is the third test string for embeddings", + ] + + response = openai_client.embeddings.create( + model=model_name, + input=input_texts, + ) + + # Verify spans + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + assert_embedding_attributes(spans[0], model_name, response) + + # Verify results contain the same number of embeddings as input texts + assert len(response.data) == len(input_texts) + + +@pytest.mark.vcr() +def test_embeddings_with_encoding_format( + span_exporter, metric_reader, openai_client, instrument_no_content +): + """Test creating embeddings with different encoding format""" + model_name = "text-embedding-3-small" + input_text = "This is a test for embeddings with encoding format" + encoding_format = "base64" + + response = openai_client.embeddings.create( + model=model_name, + input=input_text, + encoding_format=encoding_format, + ) + + # Verify spans + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + assert_embedding_attributes(spans[0], model_name, response) + + # Verify encoding_format attribute is set correctly + assert ( + spans[0].attributes["gen_ai.request.encoding_formats"] + == encoding_format + ) + + +@pytest.mark.vcr() +def test_embeddings_bad_endpoint( + span_exporter, metric_reader, instrument_no_content +): + """Test error handling for bad endpoint""" + model_name = "text-embedding-3-small" + input_text = "This is a test for embeddings with bad endpoint" + + client = OpenAI(base_url="http://localhost:4242") + + with pytest.raises(APIConnectionError): + client.embeddings.create( + model=model_name, + input=input_text, + timeout=0.1, + ) + + # Verify spans + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + assert_all_attributes( + spans[0], + model_name, + operation_name="embeddings", + server_address="localhost", + ) + assert 4242 == spans[0].attributes[ServerAttributes.SERVER_PORT] + assert ( + "APIConnectionError" == spans[0].attributes[ErrorAttributes.ERROR_TYPE] + ) + + # Verify metrics + metrics = metric_reader.get_metrics_data().resource_metrics + assert len(metrics) == 1 + + metric_data = metrics[0].scope_metrics[0].metrics + duration_metric = next( + ( + m + for m in metric_data + if m.name == gen_ai_metrics.GEN_AI_CLIENT_OPERATION_DURATION + ), + None, + ) + assert duration_metric is not None + assert duration_metric.data.data_points[0].sum > 0 + assert ( + duration_metric.data.data_points[0].attributes[ + ErrorAttributes.ERROR_TYPE + ] + == "APIConnectionError" + ) + + +@pytest.mark.vcr() +def test_embeddings_model_not_found( + span_exporter, metric_reader, openai_client, instrument_no_content +): + """Test error handling for non-existent model""" + model_name = "non-existent-embedding-model" + input_text = "This is a test for embeddings with bad model" + + with pytest.raises(NotFoundError): + openai_client.embeddings.create( + model=model_name, + input=input_text, + ) + + # Verify spans + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + assert_all_attributes(spans[0], model_name, operation_name="embeddings") + assert "NotFoundError" == spans[0].attributes[ErrorAttributes.ERROR_TYPE] + + # Verify metrics + metrics = metric_reader.get_metrics_data().resource_metrics + assert len(metrics) == 1 + + metric_data = metrics[0].scope_metrics[0].metrics + duration_metric = next( + ( + m + for m in metric_data + if m.name == gen_ai_metrics.GEN_AI_CLIENT_OPERATION_DURATION + ), + None, + ) + assert duration_metric is not None + assert duration_metric.data.data_points[0].sum > 0 + assert ( + duration_metric.data.data_points[0].attributes[ + ErrorAttributes.ERROR_TYPE + ] + == "NotFoundError" + ) + + +@pytest.mark.vcr() +def test_embeddings_token_metrics( + span_exporter, metric_reader, openai_client, instrument_no_content +): + """Test that token usage metrics are correctly recorded""" + model_name = "text-embedding-3-small" + input_text = "This is a test for embeddings token metrics" + + response = openai_client.embeddings.create( + model=model_name, + input=input_text, + ) + + # Verify spans + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + assert_embedding_attributes(spans[0], model_name, response) + + # Verify metrics + metrics = metric_reader.get_metrics_data().resource_metrics + assert len(metrics) == 1 + + metric_data = metrics[0].scope_metrics[0].metrics + + # Verify operation duration metric + duration_metric = next( + ( + m + for m in metric_data + if m.name == gen_ai_metrics.GEN_AI_CLIENT_OPERATION_DURATION + ), + None, + ) + assert duration_metric is not None + + # Verify token usage metric + token_metric = next( + ( + m + for m in metric_data + if m.name == gen_ai_metrics.GEN_AI_CLIENT_TOKEN_USAGE + ), + None, + ) + assert token_metric is not None + + # Find the input token data point + input_token_point = None + for point in token_metric.data.data_points: + if ( + point.attributes[GenAIAttributes.GEN_AI_TOKEN_TYPE] + == GenAIAttributes.GenAiTokenTypeValues.INPUT.value + ): + input_token_point = point + break + + assert input_token_point is not None, "Input token metric not found" + + # Verify the token counts match what was reported in the response + assert input_token_point.sum == response.usage.prompt_tokens + + +def assert_embedding_attributes( + span: ReadableSpan, + request_model: str, + response, +): + """Assert that the span contains all required attributes for embeddings operation""" + # Use the common assertion function + assert_all_attributes( + span, + request_model, + response_id=None, # Embeddings don't have a response ID + response_model=response.model, + input_tokens=response.usage.prompt_tokens, + output_tokens=None, # Embeddings don't have separate output tokens + operation_name="embeddings", + server_address="api.openai.com", + ) + + # Assert embeddings-specific attributes + if ( + hasattr(span, "attributes") + and "gen_ai.embeddings.dimension.count" in span.attributes + ): + # If dimensions were specified, verify that they match the actual dimensions + assert span.attributes["gen_ai.embeddings.dimension.count"] == len( + response.data[0].embedding + ) + + # Assert tokens are correctly recorded + assert ( + span.attributes[GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS] + == response.usage.prompt_tokens + ) + + +def assert_all_attributes( + span: ReadableSpan, + request_model: str, + response_id: str = None, + response_model: str = None, + input_tokens: Optional[int] = None, + output_tokens: Optional[int] = None, + operation_name: str = "embeddings", + server_address: str = "api.openai.com", +): + """Assert common attributes on the span""" + assert span.name == f"{operation_name} {request_model}" + assert ( + operation_name + == span.attributes[GenAIAttributes.GEN_AI_OPERATION_NAME] + ) + assert ( + GenAIAttributes.GenAiSystemValues.OPENAI.value + == span.attributes[GenAIAttributes.GEN_AI_SYSTEM] + ) + assert ( + request_model == span.attributes[GenAIAttributes.GEN_AI_REQUEST_MODEL] + ) + + if response_model: + assert ( + response_model + == span.attributes[GenAIAttributes.GEN_AI_RESPONSE_MODEL] + ) + else: + assert GenAIAttributes.GEN_AI_RESPONSE_MODEL not in span.attributes + + if response_id: + assert ( + response_id == span.attributes[GenAIAttributes.GEN_AI_RESPONSE_ID] + ) + else: + assert GenAIAttributes.GEN_AI_RESPONSE_ID not in span.attributes + + if input_tokens: + assert ( + input_tokens + == span.attributes[GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS] + ) + else: + assert GenAIAttributes.GEN_AI_USAGE_INPUT_TOKENS not in span.attributes + + if output_tokens: + assert ( + output_tokens + == span.attributes[GenAIAttributes.GEN_AI_USAGE_OUTPUT_TOKENS] + ) + else: + assert ( + GenAIAttributes.GEN_AI_USAGE_OUTPUT_TOKENS not in span.attributes + ) + + assert server_address == span.attributes[ServerAttributes.SERVER_ADDRESS] + + +def assert_log_parent(log, span): + """Assert that the log record has the correct parent span context""" + if span: + assert log.log_record.trace_id == span.get_span_context().trace_id + assert log.log_record.span_id == span.get_span_context().span_id + assert ( + log.log_record.trace_flags == span.get_span_context().trace_flags + ) + + +def assert_message_in_logs(log, event_name, expected_content, parent_span): + assert log.log_record.attributes[EventAttributes.EVENT_NAME] == event_name + assert ( + log.log_record.attributes[GenAIAttributes.GEN_AI_SYSTEM] + == GenAIAttributes.GenAiSystemValues.OPENAI.value + ) + + if not expected_content: + assert not log.log_record.body + else: + assert log.log_record.body + assert dict(log.log_record.body) == remove_none_values( + expected_content + ) + assert_log_parent(log, parent_span) + + +def remove_none_values(body): + result = {} + for key, value in body.items(): + if value is None: + continue + if isinstance(value, dict): + result[key] = remove_none_values(value) + elif isinstance(value, list): + result[key] = [ + remove_none_values(i) if isinstance(i, dict) else i + for i in value + ] + else: + result[key] = value + return result