Preview: ai_client.py
Size: 2.12 KB
//opt/hc_python/lib/python3.12/site-packages/sentry_sdk/integrations/openai_agents/spans/ai_client.py
from typing import TYPE_CHECKING
import sentry_sdk
from sentry_sdk.consts import OP, SPANDATA
from ..consts import SPAN_ORIGIN
from ..utils import (
_set_agent_data,
_set_input_data,
_set_output_data,
_set_usage_data,
)
if TYPE_CHECKING:
from typing import Any, Optional
from agents import Agent
def ai_client_span(
agent: "Agent", get_response_kwargs: "dict[str, Any]"
) -> "sentry_sdk.tracing.Span":
# TODO-anton: implement other types of operations. Now "chat" is hardcoded.
# Get model name from agent.model or fall back to request model (for when agent.model is None/default)
model_name = None
if agent.model:
model_name = agent.model.model if hasattr(agent.model, "model") else agent.model
elif hasattr(agent, "_sentry_request_model"):
model_name = agent._sentry_request_model
span = sentry_sdk.start_span(
op=OP.GEN_AI_CHAT,
name=f"chat {model_name}",
origin=SPAN_ORIGIN,
)
# TODO-anton: remove hardcoded stuff and replace something that also works for embedding and so on
span.set_data(SPANDATA.GEN_AI_OPERATION_NAME, "chat")
_set_agent_data(span, agent)
_set_input_data(span, get_response_kwargs)
return span
def update_ai_client_span(
span: "sentry_sdk.tracing.Span",
response: "Any",
response_model: "Optional[str]" = None,
agent: "Optional[Agent]" = None,
) -> None:
"""Update AI client span with response data (works for streaming and non-streaming)."""
if hasattr(response, "usage") and response.usage:
_set_usage_data(span, response.usage)
if hasattr(response, "output") and response.output:
_set_output_data(span, response)
if response_model is not None:
span.set_data(SPANDATA.GEN_AI_RESPONSE_MODEL, response_model)
elif hasattr(response, "model") and response.model:
span.set_data(SPANDATA.GEN_AI_RESPONSE_MODEL, str(response.model))
# Set conversation ID from agent if available
if agent:
conv_id = getattr(agent, "_sentry_conversation_id", None)
if conv_id:
span.set_data(SPANDATA.GEN_AI_CONVERSATION_ID, conv_id)
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