diff --git a/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/span_utils.py b/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/span_utils.py index 4f0251665c..0e065c1098 100644 --- a/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/span_utils.py +++ b/packages/opentelemetry-instrumentation-anthropic/opentelemetry/instrumentation/anthropic/span_utils.py @@ -167,6 +167,17 @@ async def aset_input_attributes(span, kwargs): span, f"{prefix}.input_schema", json.dumps(input_schema) ) + output_format = kwargs.get("output_format") + if output_format and isinstance(output_format, dict): + if output_format.get("type") == "json_schema": + schema = output_format.get("schema") + if schema: + set_span_attribute( + span, + SpanAttributes.LLM_REQUEST_STRUCTURED_OUTPUT_SCHEMA, + json.dumps(schema), + ) + async def _aset_span_completions(span, response): if not should_send_prompts(): diff --git a/packages/opentelemetry-instrumentation-anthropic/poetry.lock b/packages/opentelemetry-instrumentation-anthropic/poetry.lock index 31eed46a8a..0aedb3b2d0 100644 --- a/packages/opentelemetry-instrumentation-anthropic/poetry.lock +++ b/packages/opentelemetry-instrumentation-anthropic/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. [[package]] name = "annotated-types" @@ -6,7 +6,6 @@ version = "0.7.0" description = "Reusable constraint types to use with typing.Annotated" optional = false python-versions = ">=3.8" -groups = ["test"] files = [ {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"}, {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, @@ -14,14 +13,13 @@ files = [ [[package]] name = "anthropic" -version = "0.49.0" +version = "0.74.1" description = "The official Python library for the anthropic API" optional = false -python-versions = ">=3.8" -groups = ["test"] +python-versions = ">=3.9" files = [ - {file = "anthropic-0.49.0-py3-none-any.whl", hash = "sha256:bbc17ad4e7094988d2fa86b87753ded8dce12498f4b85fe5810f208f454a8375"}, - {file = "anthropic-0.49.0.tar.gz", hash = "sha256:c09e885b0f674b9119b4f296d8508907f6cff0009bc20d5cf6b35936c40b4398"}, + {file = 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loop implementations" +version = "4.11.0" +description = "High-level concurrency and networking framework on top of asyncio or Trio" optional = false python-versions = ">=3.9" -groups = ["test"] files = [ - {file = "anyio-4.6.2.post1-py3-none-any.whl", hash = "sha256:6d170c36fba3bdd840c73d3868c1e777e33676a69c3a72cf0a0d5d6d8009b61d"}, - {file = "anyio-4.6.2.post1.tar.gz", hash = "sha256:4c8bc31ccdb51c7f7bd251f51c609e038d63e34219b44aa86e47576389880b4c"}, + {file = "anyio-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc"}, + {file = "anyio-4.11.0.tar.gz", hash = "sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4"}, ] [package.dependencies] exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""} idna = ">=2.8" sniffio = ">=1.1" -typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""} +typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""} 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= ">=0.2.1" [[package]] name = "zipp" -version = "3.20.2" +version = "3.23.0" description = "Backport of pathlib-compatible object wrapper for zip files" optional = false -python-versions = ">=3.8" -groups = ["main", "test"] +python-versions = ">=3.9" files = [ - {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"}, - {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"}, + {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"}, + {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"}, ] [package.extras] @@ -1372,13 +1623,13 @@ check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] enabler = ["pytest-enabler (>=2.2)"] -test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] +test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] type = ["pytest-mypy"] [extras] instruments = [] [metadata] -lock-version = "2.1" +lock-version = "2.0" python-versions = ">=3.9,<4" -content-hash = "d523e9f101e1f3c3a6ddf0c311dafb99dfb12a362deba021ad1a88a476e12dc8" +content-hash = "ea6b8ddf17b470be8bd33371089931df78587fe7ff978293cab725088122a2ad" diff --git a/packages/opentelemetry-instrumentation-anthropic/pyproject.toml b/packages/opentelemetry-instrumentation-anthropic/pyproject.toml index 360c28a663..9cde3e1a03 100644 --- a/packages/opentelemetry-instrumentation-anthropic/pyproject.toml +++ b/packages/opentelemetry-instrumentation-anthropic/pyproject.toml @@ -36,7 +36,7 @@ pytest = "^8.2.2" pytest-sugar = "1.0.0" [tool.poetry.group.test.dependencies] -anthropic = {extras = ["bedrock"], version = ">=0.36.0"} +anthropic = {extras = ["bedrock"], version = ">=0.74.0"} pytest = "^8.2.2" pytest-sugar = "1.0.0" vcrpy = "^6.0.1" diff --git a/packages/opentelemetry-instrumentation-anthropic/tests/cassettes/test_structured_outputs/test_anthropic_structured_outputs_legacy.yaml b/packages/opentelemetry-instrumentation-anthropic/tests/cassettes/test_structured_outputs/test_anthropic_structured_outputs_legacy.yaml new file mode 100644 index 0000000000..2a10503d9f --- /dev/null +++ b/packages/opentelemetry-instrumentation-anthropic/tests/cassettes/test_structured_outputs/test_anthropic_structured_outputs_legacy.yaml @@ -0,0 +1,108 @@ +interactions: +- request: + body: '{"max_tokens":1024,"messages":[{"role":"user","content":"Tell me a joke + about OpenTelemetry and rate it from 1 to 10"}],"model":"claude-sonnet-4-5-20250929","output_format":{"type":"json_schema","schema":{"type":"object","properties":{"joke":{"type":"string","description":"A + joke about OpenTelemetry"},"rating":{"type":"integer","description":"Rating + of the joke from 1 to 10"}},"required":["joke","rating"],"additionalProperties":false}}}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + anthropic-beta: + - structured-outputs-2025-11-13 + anthropic-version: + - '2023-06-01' + connection: + - keep-alive + content-length: + - '440' + content-type: + - application/json + host: + - api.anthropic.com + user-agent: + - Anthropic/Python 0.74.1 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 0.74.1 + x-stainless-read-timeout: + - '600' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.11.7 + x-stainless-timeout: + - '600' + method: POST + uri: https://api.anthropic.com/v1/messages?beta=true + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//dJFPaxsxEMW/ynTOMtjbuK11CaTnkmASeuiWRZFevKq10lYapdma/e5l + TU3/0dPA+703j2FOPCSHwJptMNVhVVKMkNXVartq1s12vWt2rNg71jyUQ7fe7PdV5P3mw3e32T/c + TXdv3g32ZsuKZRqxuFCKOYAV5xQWwZTii5gorNimKIjC+tPp4he8LOQ8NJ9a/pKOaFlTyx/7iZx3 + JD3I4Rkhjcj0mGGOVEf65qWn2xHxHgEDJE/XdANrasESmag3jiQlGkycSLKxKJSeFuYz4YV8PK8O + 6VBetayo5WzEx8PS/nbm+bPiImnsMkxJkTUjuk5qjvwTFHytiBasYw1BcT1frk/s41ilk3RELKyb + plFsje3R2QwjPsXuT8f6wjOM+x+7ZJcCjD0GZBO67fCv/xfd9H/TWXGq8rv0eqe4ID97i048Mmte + /uVMdjzPPwAAAP//AwD+H/OiIgIAAA== + headers: + CF-RAY: + - 9a30f7a7b8d37da0-TLV + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Sun, 23 Nov 2025 13:21:05 GMT + Server: + - cloudflare + Transfer-Encoding: + - chunked + X-Robots-Tag: + - none + anthropic-organization-id: + - 617d109c-a187-4902-889d-689223d134aa + anthropic-ratelimit-input-tokens-limit: + - '2000000' + anthropic-ratelimit-input-tokens-remaining: + - '2000000' + anthropic-ratelimit-input-tokens-reset: + - '2025-11-23T13:21:04Z' + anthropic-ratelimit-output-tokens-limit: + - '400000' + anthropic-ratelimit-output-tokens-remaining: + - '400000' + anthropic-ratelimit-output-tokens-reset: + - '2025-11-23T13:21:05Z' + anthropic-ratelimit-tokens-limit: + - '2400000' + anthropic-ratelimit-tokens-remaining: + - '2400000' + anthropic-ratelimit-tokens-reset: + - '2025-11-23T13:21:04Z' + cf-cache-status: + - DYNAMIC + request-id: + - req_011CVQtbM68bFJThHxEH4KeC + retry-after: + - '59' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-envoy-upstream-service-time: + - '3058' + status: + code: 200 + message: OK +version: 1 diff --git a/packages/opentelemetry-instrumentation-anthropic/tests/cassettes/test_structured_outputs/test_anthropic_structured_outputs_with_events_with_content.yaml b/packages/opentelemetry-instrumentation-anthropic/tests/cassettes/test_structured_outputs/test_anthropic_structured_outputs_with_events_with_content.yaml new file mode 100644 index 0000000000..112c2e035d --- /dev/null +++ b/packages/opentelemetry-instrumentation-anthropic/tests/cassettes/test_structured_outputs/test_anthropic_structured_outputs_with_events_with_content.yaml @@ -0,0 +1,108 @@ +interactions: +- request: + body: '{"max_tokens":1024,"messages":[{"role":"user","content":"Tell me a joke + about OpenTelemetry and rate it from 1 to 10"}],"model":"claude-sonnet-4-5-20250929","output_format":{"type":"json_schema","schema":{"type":"object","properties":{"joke":{"type":"string","description":"A + joke about OpenTelemetry"},"rating":{"type":"integer","description":"Rating + of the joke from 1 to 10"}},"required":["joke","rating"],"additionalProperties":false}}}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + anthropic-beta: + - structured-outputs-2025-11-13 + anthropic-version: + - '2023-06-01' + connection: + - keep-alive + content-length: + - '440' + content-type: + - application/json + host: + - api.anthropic.com + user-agent: + - Anthropic/Python 0.74.1 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 0.74.1 + x-stainless-read-timeout: + - '600' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.11.7 + x-stainless-timeout: + - '600' + method: POST + uri: https://api.anthropic.com/v1/messages?beta=true + response: + body: + string: !!binary | + H4sIAAAAAAAAA3SRX4vbMBDEv8p2nxVI3AvH6aVw5aBQaF8KV2iKUa2prYu90knrNCb4uxe7Df1H + nxbmN7M7SBceokfPlpvejR6bEkWgm5vNflNtq/32rrpjw8Gz5aG09XZ3++bdM874+PD68f70NrTn + +CBPOzasU8LiQimuBRvOsV8EV0oo6kTZcBNFIcr20+XqV5wXsg7LlwM/xSMObOnAj91EPnjSDuRx + 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anthropic-ratelimit-tokens-limit: + - '2400000' + anthropic-ratelimit-tokens-remaining: + - '2400000' + anthropic-ratelimit-tokens-reset: + - '2025-11-23T13:21:07Z' + cf-cache-status: + - DYNAMIC + request-id: + - req_011CVQtbb1HQigBLDM6oAQT3 + retry-after: + - '53' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-envoy-upstream-service-time: + - '3261' + status: + code: 200 + message: OK +version: 1 diff --git a/packages/opentelemetry-instrumentation-anthropic/tests/cassettes/test_structured_outputs/test_anthropic_structured_outputs_with_events_with_no_content.yaml b/packages/opentelemetry-instrumentation-anthropic/tests/cassettes/test_structured_outputs/test_anthropic_structured_outputs_with_events_with_no_content.yaml new file mode 100644 index 0000000000..7c6fc41af6 --- /dev/null +++ b/packages/opentelemetry-instrumentation-anthropic/tests/cassettes/test_structured_outputs/test_anthropic_structured_outputs_with_events_with_no_content.yaml @@ -0,0 +1,108 @@ +interactions: +- request: + body: '{"max_tokens":1024,"messages":[{"role":"user","content":"Tell me a joke + about OpenTelemetry and rate it from 1 to 10"}],"model":"claude-sonnet-4-5-20250929","output_format":{"type":"json_schema","schema":{"type":"object","properties":{"joke":{"type":"string","description":"A + joke about OpenTelemetry"},"rating":{"type":"integer","description":"Rating + of the joke from 1 to 10"}},"required":["joke","rating"],"additionalProperties":false}}}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + anthropic-beta: + - structured-outputs-2025-11-13 + anthropic-version: + - '2023-06-01' + connection: + - keep-alive + content-length: + - '440' + content-type: + - application/json + host: + - api.anthropic.com + user-agent: + - Anthropic/Python 0.74.1 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 0.74.1 + x-stainless-read-timeout: + - '600' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.11.7 + x-stainless-timeout: + - '600' + method: POST + uri: https://api.anthropic.com/v1/messages?beta=true + response: + body: + string: !!binary | + H4sIAAAAAAAAA3SRQY/TMBCF/8owZ7dqoxZYX1ZCggNIcEFCQFDk2o/EW8cO9qRLqPLfUaqtYEF7 + Gmm+92aeZs7cJ4fAmm0wo8OqpBghq91qv6o21X5zU92wYu9Yc1/aZrPdurh7J7/efsaX17s2lcP7 + u/T8DSuWacCiQimmBSvOKSwNU4ovYqKwYpuiIArrr+erXvBzIZei+VzzXTqiZk01f+omct6RdCCH + E0IakOmQYY40DnTvpaMPA+JHBPSQPN3SK1gzFiyWiSLg4KikHlQGY7Fer+kwymMT3ZtCJmQYN5Fk + Y48+toQT8kTFxzZczJHS92Wqz5QRjPgUS+eHZzUrqjkb8bFdUr+Yef6muEgamgxTUmTNiK6RMUd+ + AAU/RkQL1nEMQfF4uZg+s4/DKI2kI2JhXVWVYmtsh8ZmXHY2jxWbK1/SP8Wu3mUBhg49sgnNvv9f + /4duu3/prDiN8ndr91JxQT55i0Y8Mmte/uxMdjzPvwEAAP//AwBUTNo5WgIAAA== + headers: + CF-RAY: + - 9a30f7d1cfdb7d9e-TLV + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Sun, 23 Nov 2025 13:21:12 GMT + Server: + - cloudflare + Transfer-Encoding: + - chunked + X-Robots-Tag: + - none + anthropic-organization-id: + - 617d109c-a187-4902-889d-689223d134aa + anthropic-ratelimit-input-tokens-limit: + - '2000000' + anthropic-ratelimit-input-tokens-remaining: + - '2000000' + anthropic-ratelimit-input-tokens-reset: + - '2025-11-23T13:21:11Z' + anthropic-ratelimit-output-tokens-limit: + - '400000' + anthropic-ratelimit-output-tokens-remaining: + - '400000' + anthropic-ratelimit-output-tokens-reset: + - '2025-11-23T13:21:12Z' + anthropic-ratelimit-tokens-limit: + - '2400000' + anthropic-ratelimit-tokens-remaining: + - '2400000' + anthropic-ratelimit-tokens-reset: + - '2025-11-23T13:21:11Z' + cf-cache-status: + - DYNAMIC + request-id: + - req_011CVQtbqszdJeNPUoVMEFqc + retry-after: + - '49' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-envoy-upstream-service-time: + - '3238' + status: + code: 200 + message: OK +version: 1 diff --git a/packages/opentelemetry-instrumentation-anthropic/tests/test_structured_outputs.py b/packages/opentelemetry-instrumentation-anthropic/tests/test_structured_outputs.py new file mode 100644 index 0000000000..3296b05886 --- /dev/null +++ b/packages/opentelemetry-instrumentation-anthropic/tests/test_structured_outputs.py @@ -0,0 +1,144 @@ +import json + +import pytest +from opentelemetry.semconv._incubating.attributes import ( + gen_ai_attributes as GenAIAttributes, +) +from opentelemetry.semconv_ai import SpanAttributes + + +JOKE_SCHEMA = { + "type": "object", + "properties": { + "joke": { + "type": "string", + "description": "A joke about OpenTelemetry" + }, + "rating": { + "type": "integer", + "description": "Rating of the joke from 1 to 10" + } + }, + "required": ["joke", "rating"], + "additionalProperties": False +} + +OUTPUT_FORMAT = { + "type": "json_schema", + "schema": JOKE_SCHEMA +} + + +@pytest.mark.vcr +def test_anthropic_structured_outputs_legacy( + instrument_legacy, anthropic_client, span_exporter, log_exporter +): + response = anthropic_client.beta.messages.create( + model="claude-sonnet-4-5-20250929", + max_tokens=1024, + betas=["structured-outputs-2025-11-13"], + messages=[ + { + "role": "user", + "content": "Tell me a joke about OpenTelemetry and rate it from 1 to 10" + } + ], + output_format=OUTPUT_FORMAT + ) + + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + assert spans[0].name == "anthropic.chat" + + anthropic_span = spans[0] + assert ( + anthropic_span.attributes[f"{GenAIAttributes.GEN_AI_PROMPT}.0.content"] + == "Tell me a joke about OpenTelemetry and rate it from 1 to 10" + ) + assert anthropic_span.attributes[f"{GenAIAttributes.GEN_AI_PROMPT}.0.role"] == "user" + assert ( + anthropic_span.attributes.get(f"{GenAIAttributes.GEN_AI_COMPLETION}.0.content") + == response.content[0].text + ) + assert ( + anthropic_span.attributes.get(f"{GenAIAttributes.GEN_AI_COMPLETION}.0.role") + == "assistant" + ) + + assert SpanAttributes.LLM_REQUEST_STRUCTURED_OUTPUT_SCHEMA in anthropic_span.attributes + schema_attr = json.loads( + anthropic_span.attributes[SpanAttributes.LLM_REQUEST_STRUCTURED_OUTPUT_SCHEMA] + ) + assert "properties" in schema_attr + assert "joke" in schema_attr["properties"] + assert "rating" in schema_attr["properties"] + + assert anthropic_span.attributes.get(GenAIAttributes.GEN_AI_REQUEST_MODEL) == "claude-sonnet-4-5-20250929" + assert anthropic_span.attributes.get(GenAIAttributes.GEN_AI_RESPONSE_MODEL) == "claude-sonnet-4-5-20250929" + + response_json = json.loads(response.content[0].text) + assert "joke" in response_json + assert "rating" in response_json + + logs = log_exporter.get_finished_logs() + assert len(logs) == 0, ( + "Assert that it doesn't emit logs when use_legacy_attributes is True" + ) + + +@pytest.mark.vcr +def test_anthropic_structured_outputs_with_events_with_content( + instrument_with_content, anthropic_client, span_exporter, log_exporter +): + response = anthropic_client.beta.messages.create( + model="claude-sonnet-4-5-20250929", + max_tokens=1024, + betas=["structured-outputs-2025-11-13"], + messages=[ + { + "role": "user", + "content": "Tell me a joke about OpenTelemetry and rate it from 1 to 10" + } + ], + output_format=OUTPUT_FORMAT + ) + + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + assert spans[0].name == "anthropic.chat" + + response_json = json.loads(response.content[0].text) + assert "joke" in response_json + assert "rating" in response_json + + logs = log_exporter.get_finished_logs() + assert len(logs) == 2 + + +@pytest.mark.vcr +def test_anthropic_structured_outputs_with_events_with_no_content( + instrument_with_no_content, anthropic_client, span_exporter, log_exporter +): + response = anthropic_client.beta.messages.create( + model="claude-sonnet-4-5-20250929", + max_tokens=1024, + betas=["structured-outputs-2025-11-13"], + messages=[ + { + "role": "user", + "content": "Tell me a joke about OpenTelemetry and rate it from 1 to 10" + } + ], + output_format=OUTPUT_FORMAT + ) + + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + assert spans[0].name == "anthropic.chat" + + response_json = json.loads(response.content[0].text) + assert "joke" in response_json + assert "rating" in response_json + + logs = log_exporter.get_finished_logs() + assert len(logs) == 2 diff --git a/packages/opentelemetry-instrumentation-google-generativeai/opentelemetry/instrumentation/google_generativeai/span_utils.py b/packages/opentelemetry-instrumentation-google-generativeai/opentelemetry/instrumentation/google_generativeai/span_utils.py index dd78ef6fc3..384f339982 100644 --- a/packages/opentelemetry-instrumentation-google-generativeai/opentelemetry/instrumentation/google_generativeai/span_utils.py +++ b/packages/opentelemetry-instrumentation-google-generativeai/opentelemetry/instrumentation/google_generativeai/span_utils.py @@ -392,6 +392,27 @@ def set_model_request_attributes(span, kwargs, llm_model): span, SpanAttributes.LLM_FREQUENCY_PENALTY, kwargs.get("frequency_penalty") ) + generation_config = kwargs.get("generation_config") + if generation_config and hasattr(generation_config, "response_schema"): + try: + _set_span_attribute( + span, + SpanAttributes.LLM_REQUEST_STRUCTURED_OUTPUT_SCHEMA, + json.dumps(generation_config.response_schema), + ) + except Exception: + pass + + if "response_schema" in kwargs: + try: + _set_span_attribute( + span, + SpanAttributes.LLM_REQUEST_STRUCTURED_OUTPUT_SCHEMA, + json.dumps(kwargs.get("response_schema")), + ) + except Exception: + pass + @dont_throw def set_response_attributes(span, response, llm_model): diff --git a/packages/sample-app/sample_app/anthropic_structured_outputs_demo.py b/packages/sample-app/sample_app/anthropic_structured_outputs_demo.py new file mode 100644 index 0000000000..9d6dedb0cd --- /dev/null +++ b/packages/sample-app/sample_app/anthropic_structured_outputs_demo.py @@ -0,0 +1,55 @@ +from anthropic import Anthropic +from traceloop.sdk import Traceloop +from dotenv import load_dotenv + +load_dotenv() + +client = Anthropic() + +Traceloop.init( + app_name="anthropic_structured_outputs_demo", +) + + +def main(): + print("Making request with structured outputs...") + + joke_schema = { + "type": "object", + "properties": { + "joke": { + "type": "string", + "description": "A joke about OpenTelemetry" + }, + "rating": { + "type": "integer", + "description": "Rating of the joke from 1 to 10" + } + }, + "required": ["joke", "rating"], + "additionalProperties": False + } + + response = client.beta.messages.create( + model="claude-sonnet-4-5-20250929", + max_tokens=1024, + betas=["structured-outputs-2025-11-13"], + messages=[ + { + "role": "user", + "content": "Tell me a joke about OpenTelemetry and rate it from 1 to 10" + } + ], + output_format={ + "type": "json_schema", + "schema": joke_schema + } + ) + + print("\n=== Response ===") + print(response.content[0].text) + print("\n=== The 'gen_ai.request.structured_output_schema' attribute should be logged ===") + + +if __name__ == "__main__": + main() diff --git a/packages/sample-app/sample_app/gemini_structured_outputs_demo.py b/packages/sample-app/sample_app/gemini_structured_outputs_demo.py new file mode 100644 index 0000000000..5ee572427a --- /dev/null +++ b/packages/sample-app/sample_app/gemini_structured_outputs_demo.py @@ -0,0 +1,49 @@ +import os +import google.generativeai as genai +from traceloop.sdk import Traceloop +from dotenv import load_dotenv + +load_dotenv() + +genai.configure(api_key=os.environ.get("GOOGLE_API_KEY")) + +Traceloop.init( + app_name="gemini_structured_outputs_demo", +) + + +def main(): + print("Making request with structured outputs...") + + response_schema = { + "type": "object", + "properties": { + "joke": { + "type": "string", + "description": "A joke about OpenTelemetry" + }, + "rating": { + "type": "integer", + "description": "Rating of the joke from 1 to 10" + } + }, + "required": ["joke", "rating"] + } + + model = genai.GenerativeModel("gemini-1.5-flash") + + result = model.generate_content( + "Tell me a joke about OpenTelemetry and rate it", + generation_config=genai.GenerationConfig( + response_mime_type="application/json", + response_schema=response_schema + ) + ) + + print("\n=== Response ===") + print(result.text) + print("\n=== The 'gen_ai.request.structured_output_schema' attribute should be logged ===") + + +if __name__ == "__main__": + main() diff --git a/packages/sample-app/sample_app/openai_structured_outputs_demo.py b/packages/sample-app/sample_app/openai_structured_outputs_demo.py new file mode 100644 index 0000000000..abd4083470 --- /dev/null +++ b/packages/sample-app/sample_app/openai_structured_outputs_demo.py @@ -0,0 +1,38 @@ +import os +from openai import OpenAI +from pydantic import BaseModel +from traceloop.sdk import Traceloop +from dotenv import load_dotenv + +load_dotenv() + +client = OpenAI(api_key=os.getenv("OPENAI_API_KEY")) + +Traceloop.init( + app_name="structured_outputs_demo", +) + + +class Joke(BaseModel): + joke: str + rating: int + + +def main(): + print("Making request with structured outputs...") + response = client.beta.chat.completions.parse( + model="gpt-4o-2024-08-06", + messages=[{"role": "user", "content": "Tell me a joke about OpenTelemetry"}], + response_format=Joke, + ) + + print("\n=== Response ===") + print(f"Joke: {response.choices[0].message.parsed.joke}") + print(f"Rating: {response.choices[0].message.parsed.rating}") + print( + "\n=== Check the span output above for 'gen_ai.request.structured_output_schema' attribute ===" + ) + + +if __name__ == "__main__": + main()