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

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class pm4py.streaming.algo.conformance.temporal.algorithm.Variants(*values)[source]#

Bases: Enum

CLASSIC = <module 'pm4py.streaming.algo.conformance.temporal.variants.classic' from '/home/javert/ALE/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)[source]#

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