OpenTelemetry Instruments¶
To use OpenTelemetry instrumentation, install with the opentelemetry
extra:
pip install sklearn-instrumentation[opentelemetry]
-
class
sklearn_instrumentation.instruments.opentelemetry.
OpenTelemetrySpanner
(attributes: Optional[Dict[str, Union[str, bool, int, float]]] = None)[source]¶ Instrument for OpenTelemetry spans.
Attributes may be passes on instantiation to be applied during instrumentation. Attributes can be supplementally passed on instrumentation using
dkwargs
under the keyattributes
. Supplemental attributes will override attributes passed on instantiation.- Parameters
attributes (Attributes) – A map of attributes to apply to spans for the instrument instance.