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from typing import TYPE_CHECKING
if TYPE_CHECKING:
from typing import Any
from sentry_sdk.tracing import Span
from sentry_sdk.utils import logger
def _normalize_data(data):
# type: (Any) -> Any
# convert pydantic data (e.g. OpenAI v1+) to json compatible format
if hasattr(data, "model_dump"):
try:
return data.model_dump()
except Exception as e:
logger.warning("Could not convert pydantic data to JSON: %s", e)
return data
if isinstance(data, list):
if len(data) == 1:
return _normalize_data(data[0]) # remove empty dimensions
return list(_normalize_data(x) for x in data)
if isinstance(data, dict):
return {k: _normalize_data(v) for (k, v) in data.items()}
return data
def set_data_normalized(span, key, value):
# type: (Span, str, Any) -> None
normalized = _normalize_data(value)
span.set_data(key, normalized)