Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
11 changes: 9 additions & 2 deletions pydantic_ai_slim/pydantic_ai/messages.py
Original file line number Diff line number Diff line change
Expand Up @@ -327,11 +327,18 @@ class UserPromptPart:
"""Part type identifier, this is available on all parts as a discriminator."""

def otel_event(self) -> Event:
content: str | list[dict[str, Any] | str]
if isinstance(self.content, str):
content = self.content
else:
# TODO figure out what to record for images and audio
content = [part if isinstance(part, str) else {'kind': part.kind} for part in self.content]
content = []
for part in self.content:
if isinstance(part, str):
content.append(part)
elif isinstance(part, (ImageUrl, AudioUrl, DocumentUrl, VideoUrl)):
content.append({'kind': part.kind, 'url': part.url})
else:
content.append({'kind': part.kind})
return Event('gen_ai.user.message', body={'content': content, 'role': 'user'})


Expand Down
83 changes: 83 additions & 0 deletions tests/models/test_instrumented.py
Original file line number Diff line number Diff line change
Expand Up @@ -12,6 +12,10 @@
from opentelemetry.trace import NoOpTracerProvider

from pydantic_ai.messages import (
AudioUrl,
BinaryContent,
DocumentUrl,
ImageUrl,
ModelMessage,
ModelRequest,
ModelResponse,
Expand All @@ -25,6 +29,7 @@
ToolCallPart,
ToolReturnPart,
UserPromptPart,
VideoUrl,
)
from pydantic_ai.models import Model, ModelRequestParameters, StreamedResponse
from pydantic_ai.models.instrumented import InstrumentationSettings, InstrumentedModel
Expand Down Expand Up @@ -736,3 +741,81 @@ 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'},
]
)


def test_messages_to_otel_events_image_url(document_content: BinaryContent):
messages = [
ModelRequest(parts=[UserPromptPart(content=['user_prompt', ImageUrl('https://example.com/image.png')])]),
ModelRequest(parts=[UserPromptPart(content=['user_prompt2', AudioUrl('https://example.com/audio.mp3')])]),
ModelRequest(parts=[UserPromptPart(content=['user_prompt3', DocumentUrl('https://example.com/document.pdf')])]),
ModelRequest(parts=[UserPromptPart(content=['user_prompt4', VideoUrl('https://example.com/video.mp4')])]),
ModelRequest(
parts=[
UserPromptPart(
content=[
'user_prompt5',
ImageUrl('https://example.com/image2.png'),
AudioUrl('https://example.com/audio2.mp3'),
DocumentUrl('https://example.com/document2.pdf'),
VideoUrl('https://example.com/video2.mp4'),
]
)
]
),
ModelRequest(parts=[UserPromptPart(content=['user_prompt6', document_content])]),
ModelResponse(parts=[TextPart('text1')]),
]
assert [
InstrumentedModel.event_to_dict(e) for e in InstrumentedModel.messages_to_otel_events(messages)
] == snapshot(
[
{
'content': ['user_prompt', {'kind': 'image-url', 'url': 'https://example.com/image.png'}],
'role': 'user',
'gen_ai.message.index': 0,
'event.name': 'gen_ai.user.message',
},
{
'content': ['user_prompt2', {'kind': 'audio-url', 'url': 'https://example.com/audio.mp3'}],
'role': 'user',
'gen_ai.message.index': 1,
'event.name': 'gen_ai.user.message',
},
{
'content': ['user_prompt3', {'kind': 'document-url', 'url': 'https://example.com/document.pdf'}],
'role': 'user',
'gen_ai.message.index': 2,
'event.name': 'gen_ai.user.message',
},
{
'content': ['user_prompt4', {'kind': 'video-url', 'url': 'https://example.com/video.mp4'}],
'role': 'user',
'gen_ai.message.index': 3,
'event.name': 'gen_ai.user.message',
},
{
'content': [
'user_prompt5',
{'kind': 'image-url', 'url': 'https://example.com/image2.png'},
{'kind': 'audio-url', 'url': 'https://example.com/audio2.mp3'},
{'kind': 'document-url', 'url': 'https://example.com/document2.pdf'},
{'kind': 'video-url', 'url': 'https://example.com/video2.mp4'},
],
'role': 'user',
'gen_ai.message.index': 4,
'event.name': 'gen_ai.user.message',
},
{
'content': ['user_prompt6', {'kind': 'binary'}],
'role': 'user',
'gen_ai.message.index': 5,
'event.name': 'gen_ai.user.message',
},
{
'role': 'assistant',
'content': 'text1',
'gen_ai.message.index': 6,
'event.name': 'gen_ai.assistant.message',
},
]
)