diff --git a/pydantic_ai_slim/pydantic_ai/_otel_messages.py b/pydantic_ai_slim/pydantic_ai/_otel_messages.py new file mode 100644 index 000000000..62e03a590 --- /dev/null +++ b/pydantic_ai_slim/pydantic_ai/_otel_messages.py @@ -0,0 +1,62 @@ +from __future__ import annotations + +from typing import Literal + +from pydantic import JsonValue +from typing_extensions import NotRequired, TypeAlias, TypedDict + + +class TextPart(TypedDict): + type: Literal['text'] + content: NotRequired[str] + + +class ToolCallPart(TypedDict): + type: Literal['tool_call'] + id: str + name: str + arguments: NotRequired[JsonValue] + + +class ToolCallResponsePart(TypedDict): + type: Literal['tool_call_response'] + id: str + name: str + result: NotRequired[JsonValue] + + +class MediaUrlPart(TypedDict): + type: Literal['image-url', 'audio-url', 'video-url', 'document-url'] + url: NotRequired[str] + + +class BinaryDataPart(TypedDict): + type: Literal['binary'] + media_type: str + binary_content: NotRequired[str] + + +class ThinkingPart(TypedDict): + type: Literal['thinking'] + content: NotRequired[str] + + +MessagePart: TypeAlias = 'TextPart | ToolCallPart | ToolCallResponsePart | MediaUrlPart | BinaryDataPart | ThinkingPart' + + +Role = Literal['system', 'user', 'assistant'] + + +class ChatMessage(TypedDict): + role: Role + parts: list[MessagePart] + + +InputMessages: TypeAlias = list[ChatMessage] + + +class OutputMessage(ChatMessage): + finish_reason: NotRequired[str] + + +OutputMessages: TypeAlias = list[OutputMessage] diff --git a/pydantic_ai_slim/pydantic_ai/messages.py b/pydantic_ai_slim/pydantic_ai/messages.py index 51e63eea5..72679c337 100644 --- a/pydantic_ai_slim/pydantic_ai/messages.py +++ b/pydantic_ai_slim/pydantic_ai/messages.py @@ -13,7 +13,7 @@ from opentelemetry._events import Event # pyright: ignore[reportPrivateImportUsage] from typing_extensions import TypeAlias, deprecated -from . import _utils +from . import _otel_messages, _utils from ._utils import ( generate_tool_call_id as _generate_tool_call_id, now_utc as _now_utc, @@ -82,6 +82,9 @@ def otel_event(self, settings: InstrumentationSettings) -> Event: body={'role': 'system', **({'content': self.content} if settings.include_content else {})}, ) + def otel_message_parts(self, settings: InstrumentationSettings) -> list[_otel_messages.MessagePart]: + return [_otel_messages.TextPart(type='text', **{'content': self.content} if settings.include_content else {})] + __repr__ = _utils.dataclasses_no_defaults_repr @@ -477,25 +480,38 @@ class UserPromptPart: """Part type identifier, this is available on all parts as a discriminator.""" def otel_event(self, settings: InstrumentationSettings) -> Event: - content: str | list[dict[str, Any] | str] | dict[str, Any] - if isinstance(self.content, str): - content = self.content if settings.include_content else {'kind': 'text'} - else: - content = [] - for part in self.content: - if isinstance(part, str): - content.append(part if settings.include_content else {'kind': 'text'}) - elif isinstance(part, (ImageUrl, AudioUrl, DocumentUrl, VideoUrl)): - content.append({'kind': part.kind, **({'url': part.url} if settings.include_content else {})}) - elif isinstance(part, BinaryContent): - converted_part = {'kind': part.kind, 'media_type': part.media_type} - if settings.include_content and settings.include_binary_content: - converted_part['binary_content'] = base64.b64encode(part.data).decode() - content.append(converted_part) - else: - content.append({'kind': part.kind}) # pragma: no cover + content = [{'kind': part.pop('type'), **part} for part in self.otel_message_parts(settings)] + content = [ + part['content'] if part == {'kind': 'text', 'content': part.get('content')} else part for part in content + ] + if content in ([{'kind': 'text'}], [self.content]): + content = content[0] return Event('gen_ai.user.message', body={'content': content, 'role': 'user'}) + def otel_message_parts(self, settings: InstrumentationSettings) -> list[_otel_messages.MessagePart]: + parts: list[_otel_messages.MessagePart] = [] + content = [self.content] if isinstance(self.content, str) else self.content + for part in content: + if isinstance(part, str): + parts.append( + _otel_messages.TextPart(type='text', **({'content': part} if settings.include_content else {})) + ) + elif isinstance(part, (ImageUrl, AudioUrl, DocumentUrl, VideoUrl)): + parts.append( + _otel_messages.MediaUrlPart( + type=part.kind, + **{'url': part.url} if settings.include_content else {}, + ) + ) + elif isinstance(part, BinaryContent): + converted_part = _otel_messages.BinaryDataPart(type='binary', media_type=part.media_type) + if settings.include_content and settings.include_binary_content: + converted_part['binary_content'] = base64.b64encode(part.data).decode() + parts.append(converted_part) + else: + parts.append({'type': part.kind}) # pragma: no cover + return parts + __repr__ = _utils.dataclasses_no_defaults_repr @@ -552,6 +568,18 @@ def otel_event(self, settings: InstrumentationSettings) -> Event: }, ) + def otel_message_parts(self, settings: InstrumentationSettings) -> list[_otel_messages.MessagePart]: + from .models.instrumented import InstrumentedModel + + return [ + _otel_messages.ToolCallResponsePart( + type='tool_call_response', + id=self.tool_call_id, + name=self.tool_name, + **({'result': InstrumentedModel.serialize_any(self.content)} if settings.include_content else {}), + ) + ] + __repr__ = _utils.dataclasses_no_defaults_repr @@ -622,6 +650,19 @@ def otel_event(self, settings: InstrumentationSettings) -> Event: }, ) + def otel_message_parts(self, settings: InstrumentationSettings) -> list[_otel_messages.MessagePart]: + if self.tool_name is None: + return [_otel_messages.TextPart(type='text', content=self.model_response())] + else: + return [ + _otel_messages.ToolCallResponsePart( + type='tool_call_response', + id=self.tool_call_id, + name=self.tool_name, + **({'result': self.model_response()} if settings.include_content else {}), + ) + ] + __repr__ = _utils.dataclasses_no_defaults_repr @@ -828,6 +869,36 @@ def new_event_body(): return result + def otel_message_parts(self, settings: InstrumentationSettings) -> list[_otel_messages.MessagePart]: + parts: list[_otel_messages.MessagePart] = [] + for part in self.parts: + if isinstance(part, TextPart): + parts.append( + _otel_messages.TextPart( + type='text', + **({'content': part.content} if settings.include_content else {}), + ) + ) + elif isinstance(part, ThinkingPart): + parts.append( + _otel_messages.ThinkingPart( + type='thinking', + **({'content': part.content} if settings.include_content else {}), + ) + ) + elif isinstance(part, ToolCallPart): + call_part = _otel_messages.ToolCallPart(type='tool_call', id=part.tool_call_id, name=part.tool_name) + if settings.include_content and part.args is not None: + from .models.instrumented import InstrumentedModel + + if isinstance(part.args, str): + call_part['arguments'] = part.args + else: + call_part['arguments'] = {k: InstrumentedModel.serialize_any(v) for k, v in part.args.items()} + + parts.append(call_part) + return parts + __repr__ = _utils.dataclasses_no_defaults_repr diff --git a/pydantic_ai_slim/pydantic_ai/models/instrumented.py b/pydantic_ai_slim/pydantic_ai/models/instrumented.py index 233020f6f..ba8d8ee7c 100644 --- a/pydantic_ai_slim/pydantic_ai/models/instrumented.py +++ b/pydantic_ai_slim/pydantic_ai/models/instrumented.py @@ -4,7 +4,7 @@ from collections.abc import AsyncIterator, Iterator, Mapping from contextlib import asynccontextmanager, contextmanager from dataclasses import dataclass, field -from typing import Any, Callable, Literal +from typing import Any, Callable, Literal, cast from urllib.parse import urlparse from opentelemetry._events import ( @@ -18,6 +18,7 @@ from opentelemetry.util.types import AttributeValue from pydantic import TypeAdapter +from .. import _otel_messages from ..messages import ( ModelMessage, ModelRequest, @@ -93,6 +94,7 @@ def __init__( event_logger_provider: EventLoggerProvider | None = None, include_binary_content: bool = True, include_content: bool = True, + version: Literal[1, 2] = 1, ): """Create instrumentation options. @@ -112,6 +114,7 @@ def __init__( include_binary_content: Whether to include binary content in the instrumentation events. include_content: Whether to include prompts, completions, and tool call arguments and responses in the instrumentation events. + version: TODO """ from pydantic_ai import __version__ @@ -125,6 +128,7 @@ def __init__( self.event_mode = event_mode self.include_binary_content = include_binary_content self.include_content = include_content + self.version = version # As specified in the OpenTelemetry GenAI metrics spec: # https://opentelemetry.io/docs/specs/semconv/gen-ai/gen-ai-metrics/#metric-gen_aiclienttokenusage @@ -182,6 +186,83 @@ def messages_to_otel_events(self, messages: list[ModelMessage]) -> list[Event]: event.body = InstrumentedModel.serialize_any(event.body) return events + def messages_to_otel_messages(self, messages: list[ModelMessage]) -> list[_otel_messages.ChatMessage]: + result: list[_otel_messages.ChatMessage] = [] + for message in messages: + if isinstance(message, ModelRequest): + message_parts: list[_otel_messages.MessagePart] = [] + for part in message.parts: + if hasattr(part, 'otel_message_parts'): + message_parts.extend(part.otel_message_parts(self)) + result.append(_otel_messages.ChatMessage(role='user', parts=message_parts)) + elif isinstance(message, ModelResponse): # pragma: no branch + result.append(_otel_messages.ChatMessage(role='assistant', parts=message.otel_message_parts(self))) + return result + + def handle_messages(self, input_messages: list[ModelMessage], response: ModelResponse, system: str, span: Span): + if self.version == 1: + events = self.messages_to_otel_events(input_messages) + for event in self.messages_to_otel_events([response]): + events.append( + Event( + 'gen_ai.choice', + body={ + # TODO finish_reason + 'index': 0, + 'message': event.body, + }, + ) + ) + for event in events: + event.attributes = { + GEN_AI_SYSTEM_ATTRIBUTE: system, + **(event.attributes or {}), + } + self._emit_events(span, events) + else: + output_message = cast(_otel_messages.OutputMessage, self.messages_to_otel_messages([response])[0]) + if response.vendor_details and 'finish_reason' in response.vendor_details: + output_message['finish_reason'] = response.vendor_details['finish_reason'] + instructions = InstrumentedModel._get_instructions(input_messages) # pyright: ignore [reportPrivateUsage] + attributes = { + 'gen_ai.input.messages': json.dumps(self.messages_to_otel_messages(input_messages)), + 'gen_ai.output.messages': json.dumps([output_message]), + 'logfire.json_schema': json.dumps( + { + 'type': 'object', + 'properties': { + 'gen_ai.input.messages': {'type': 'array'}, + 'gen_ai.output.messages': {'type': 'array'}, + 'model_request_parameters': {'type': 'object'}, + }, + } + ), + } + if instructions is not None: + attributes['gen_ai.system_instructions'] = instructions + span.set_attributes(attributes) + + def _emit_events(self, span: Span, events: list[Event]) -> None: + if self.event_mode == 'logs': + for event in events: + self.event_logger.emit(event) + else: + attr_name = 'events' + span.set_attributes( + { + attr_name: json.dumps([InstrumentedModel.event_to_dict(event) for event in events]), + 'logfire.json_schema': json.dumps( + { + 'type': 'object', + 'properties': { + attr_name: {'type': 'array'}, + 'model_request_parameters': {'type': 'object'}, + }, + } + ), + } + ) + GEN_AI_SYSTEM_ATTRIBUTE = 'gen_ai.system' GEN_AI_REQUEST_MODEL_ATTRIBUTE = 'gen_ai.request.model' @@ -271,7 +352,7 @@ def finish(response: ModelResponse): # FallbackModel updates these span attributes. attributes.update(getattr(span, 'attributes', {})) request_model = attributes[GEN_AI_REQUEST_MODEL_ATTRIBUTE] - system = attributes[GEN_AI_SYSTEM_ATTRIBUTE] + system = cast(str, attributes[GEN_AI_SYSTEM_ATTRIBUTE]) response_model = response.model_name or request_model @@ -299,18 +380,7 @@ def _record_metrics(): if not span.is_recording(): return - events = self.instrumentation_settings.messages_to_otel_events(messages) - for event in self.instrumentation_settings.messages_to_otel_events([response]): - events.append( - Event( - 'gen_ai.choice', - body={ - # TODO finish_reason - 'index': 0, - 'message': event.body, - }, - ) - ) + self.instrumentation_settings.handle_messages(messages, response, system, span) span.set_attributes( { **response.usage.opentelemetry_attributes(), @@ -318,12 +388,6 @@ def _record_metrics(): } ) span.update_name(f'{operation} {request_model}') - for event in events: - event.attributes = { - GEN_AI_SYSTEM_ATTRIBUTE: system, - **(event.attributes or {}), - } - self._emit_events(span, events) yield finish finally: @@ -332,27 +396,6 @@ def _record_metrics(): # to prevent them from being redundantly recorded in the span itself by logfire. record_metrics() - def _emit_events(self, span: Span, events: list[Event]) -> None: - if self.instrumentation_settings.event_mode == 'logs': - for event in events: - self.instrumentation_settings.event_logger.emit(event) - else: - attr_name = 'events' - span.set_attributes( - { - attr_name: json.dumps([self.event_to_dict(event) for event in events]), - 'logfire.json_schema': json.dumps( - { - 'type': 'object', - 'properties': { - attr_name: {'type': 'array'}, - 'model_request_parameters': {'type': 'object'}, - }, - } - ), - } - ) - @staticmethod def model_attributes(model: Model): attributes: dict[str, AttributeValue] = { diff --git a/tests/models/test_instrumented.py b/tests/models/test_instrumented.py index a156bb7fa..5736bcaa3 100644 --- a/tests/models/test_instrumented.py +++ b/tests/models/test_instrumented.py @@ -691,6 +691,25 @@ def __repr__(self): 'event.name': 'gen_ai.tool.message', }, ] + assert settings.messages_to_otel_messages(messages) == snapshot( + [ + { + 'role': 'assistant', + 'parts': [{'type': 'tool_call', 'id': 'tool_call_id', 'name': 'tool', 'arguments': {'arg': 'Foo()'}}], + }, + { + 'role': 'user', + 'parts': [ + { + 'type': 'tool_call_response', + 'id': 'return_tool_call_id', + 'name': 'tool', + 'result': 'Unable to serialize: error!', + } + ], + }, + ] + ) def test_messages_to_otel_events_instructions(): @@ -711,6 +730,12 @@ def test_messages_to_otel_events_instructions(): }, ] ) + assert settings.messages_to_otel_messages(messages) == snapshot( + [ + {'role': 'user', 'parts': [{'type': 'text', 'content': 'user_prompt'}]}, + {'role': 'assistant', 'parts': [{'type': 'text', 'content': 'text1'}]}, + ] + ) def test_messages_to_otel_events_instructions_multiple_messages(): @@ -733,6 +758,13 @@ def test_messages_to_otel_events_instructions_multiple_messages(): {'content': 'user_prompt2', 'role': 'user', 'gen_ai.message.index': 2, 'event.name': 'gen_ai.user.message'}, ] ) + assert settings.messages_to_otel_messages(messages) == snapshot( + [ + {'role': 'user', 'parts': [{'type': 'text', 'content': 'user_prompt'}]}, + {'role': 'assistant', 'parts': [{'type': 'text', 'content': 'text1'}]}, + {'role': 'user', 'parts': [{'type': 'text', 'content': 'user_prompt2'}]}, + ] + ) def test_messages_to_otel_events_image_url(document_content: BinaryContent): @@ -813,6 +845,60 @@ def test_messages_to_otel_events_image_url(document_content: BinaryContent): }, ] ) + assert settings.messages_to_otel_messages(messages) == snapshot( + [ + { + 'role': 'user', + 'parts': [ + {'type': 'text', 'content': 'user_prompt'}, + {'type': 'image-url', 'url': 'https://example.com/image.png'}, + ], + }, + { + 'role': 'user', + 'parts': [ + {'type': 'text', 'content': 'user_prompt2'}, + {'type': 'audio-url', 'url': 'https://example.com/audio.mp3'}, + ], + }, + { + 'role': 'user', + 'parts': [ + {'type': 'text', 'content': 'user_prompt3'}, + {'type': 'document-url', 'url': 'https://example.com/document.pdf'}, + ], + }, + { + 'role': 'user', + 'parts': [ + {'type': 'text', 'content': 'user_prompt4'}, + {'type': 'video-url', 'url': 'https://example.com/video.mp4'}, + ], + }, + { + 'role': 'user', + 'parts': [ + {'type': 'text', 'content': 'user_prompt5'}, + {'type': 'image-url', 'url': 'https://example.com/image2.png'}, + {'type': 'audio-url', 'url': 'https://example.com/audio2.mp3'}, + {'type': 'document-url', 'url': 'https://example.com/document2.pdf'}, + {'type': 'video-url', 'url': 'https://example.com/video2.mp4'}, + ], + }, + { + 'role': 'user', + 'parts': [ + {'type': 'text', 'content': 'user_prompt6'}, + { + 'type': 'binary', + 'media_type': 'application/pdf', + 'binary_content': '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', + }, + ], + }, + {'role': 'assistant', 'parts': [{'type': 'text', 'content': 'text1'}]}, + ] + ) def test_messages_to_otel_events_without_binary_content(document_content: BinaryContent): @@ -830,6 +916,17 @@ def test_messages_to_otel_events_without_binary_content(document_content: Binary } ] ) + assert settings.messages_to_otel_messages(messages) == snapshot( + [ + { + 'role': 'user', + 'parts': [ + {'type': 'text', 'content': 'user_prompt6'}, + {'type': 'binary', 'media_type': 'application/pdf'}, + ], + } + ] + ) def test_messages_without_content(document_content: BinaryContent): @@ -924,6 +1021,34 @@ def test_messages_without_content(document_content: BinaryContent): }, ] ) + assert settings.messages_to_otel_messages(messages) == snapshot( + [ + {'role': 'user', 'parts': [{'type': 'text'}]}, + {'role': 'assistant', 'parts': [{'type': 'text'}]}, + { + 'role': 'user', + 'parts': [ + {'type': 'text'}, + {'type': 'video-url'}, + {'type': 'image-url'}, + {'type': 'audio-url'}, + {'type': 'document-url'}, + {'type': 'binary', 'media_type': 'application/pdf'}, + ], + }, + { + 'role': 'assistant', + 'parts': [ + {'type': 'text'}, + {'type': 'tool_call', 'id': IsStr(), 'name': 'my_tool'}, + ], + }, + {'role': 'user', 'parts': [{'type': 'tool_call_response', 'id': 'tool_call_1', 'name': 'tool'}]}, + {'role': 'user', 'parts': [{'type': 'tool_call_response', 'id': 'tool_call_2', 'name': 'tool'}]}, + {'role': 'user', 'parts': [{'type': 'text'}, {'type': 'binary', 'media_type': 'application/pdf'}]}, + {'role': 'user', 'parts': [{'type': 'text'}]}, + ] + ) def test_message_with_thinking_parts(): @@ -959,3 +1084,20 @@ def test_message_with_thinking_parts(): }, ] ) + assert settings.messages_to_otel_messages(messages) == snapshot( + [ + { + 'role': 'assistant', + 'parts': [ + {'type': 'text', 'content': 'text1'}, + {'type': 'thinking', 'content': 'thinking1'}, + {'type': 'text', 'content': 'text2'}, + ], + }, + {'role': 'assistant', 'parts': [{'type': 'thinking', 'content': 'thinking2'}]}, + { + 'role': 'assistant', + 'parts': [{'type': 'thinking', 'content': 'thinking3'}, {'type': 'text', 'content': 'text3'}], + }, + ] + )