pm4py.streaming.algo.conformance.temporal.algorithm module

class pm4py.streaming.algo.conformance.temporal.algorithm.Variants(*values)

Bases: Enum

CLASSIC = <module 'pm4py.streaming.algo.conformance.temporal.variants.classic' from '/Users/chris/Desktop/PIS/pm4py2/pm4py/pm4py/streaming/algo/conformance/temporal/variants/classic.py'>

pm4py.streaming.algo.conformance.temporal.algorithm.apply(temporal_profile: Dict[Tuple[str, str], Tuple[float, float]], variant=Variants.CLASSIC, parameters: Dict[Any, Any] | None = None)

Initialize the streaming conformance checking

Parameters:

• temporal_profile – Temporal profile

• variant – Variant of the algorithm, possible values: - Variants.CLASSIC

• parameters –

  Parameters of the algorithm, including:

  • Parameters.ACTIVITY_KEY => the attribute to use as activity

  • Parameters.START_TIMESTAMP_KEY => the attribute to use as start timestamp

  • Parameters.TIMESTAMP_KEY => the attribute to use as timestamp

  • Parameters.ZETA => multiplier for the standard deviation

  • Parameters.CASE_ID_KEY => column to use as case identifier

  • Parameters.DICT_VARIANT => the variant of dictionary to use

  • Parameters.CASE_DICT_ID => the identifier of the case dictionary

  • Parameters.DEV_DICT_ID => the identifier of the deviations dictionary