# pm4py.streaming.algo.conformance.temporal package

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

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class pm4py.streaming.algo.conformance.temporal.algorithm.Variants(value)[source]

Bases: enum.Enum

An enumeration.

CLASSIC = <module 'pm4py.streaming.algo.conformance.temporal.variants.classic' from 'C:\\Users\\berti\\pm4py-core\\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: Optional[Dict[Any, Any]] = 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