Statsd Instruments¶
To use statsd instrumentation, install with the statsd
extra:
pip install sklearn-instrumentation[statsd]
-
class
sklearn_instrumentation.instruments.statsd.
StatsdTimer
(client: statsd.client.udp.StatsClient, enumerate_: bool = False)[source]¶ Instrument which times function calls with statsd.
dkwargs
can contain aprefix
field which gets prefixed to the statsd timer label.- Parameters
client (statsd.StatsClient) – A statsd client
enumerate_ (bool) – Whether to enumerate multiple instances of the same estimator type by appending the qualname with “-N” where N is the count of estimator types found in the estimator hierarchy