pm4py.streaming.algo.conformance.temporal package

PM4Py – A Process Mining Library for Python

Copyright (C) 2024 Process Intelligence Solutions UG (haftungsbeschränkt)

This program is free software: you can redistribute it and/or modify it under the terms of the GNU Affero General Public License as published by the Free Software Foundation, either version 3 of the License, or any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Affero General Public License for more details.

You should have received a copy of the GNU Affero General Public License along with this program. If not, see this software project’s root or visit <https://www.gnu.org/licenses/>.

Website: https://processintelligence.solutions Contact: info@processintelligence.solutions

Subpackages

• pm4py.streaming.algo.conformance.temporal.variants package
  • Submodules
  • pm4py.streaming.algo.conformance.temporal.variants.classic module
    • Parameters
      • Parameters.ACTIVITY_KEY
      • Parameters.START_TIMESTAMP_KEY
      • Parameters.TIMESTAMP_KEY
      • Parameters.CASE_ID_KEY
      • Parameters.ZETA
      • Parameters.DICT_VARIANT
      • Parameters.DICT_ID
      • Parameters.CASE_DICT_ID
      • Parameters.DEV_DICT_ID
    • TemporalProfileStreamingConformance
      • TemporalProfileStreamingConformance.check_conformance()
      • TemporalProfileStreamingConformance.message_event_is_not_complete()
      • TemporalProfileStreamingConformance.message_deviation()
    • apply()

Submodules

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

PM4Py – A Process Mining Library for Python

Copyright (C) 2024 Process Intelligence Solutions UG (haftungsbeschränkt)

This program is free software: you can redistribute it and/or modify it under the terms of the GNU Affero General Public License as published by the Free Software Foundation, either version 3 of the License, or any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Affero General Public License for more details.

You should have received a copy of the GNU Affero General Public License along with this program. If not, see this software project’s root or visit <https://www.gnu.org/licenses/>.

Website: https://processintelligence.solutions Contact: info@processintelligence.solutions

class pm4py.streaming.algo.conformance.temporal.algorithm.Variants(value, names=<not given>, *values, module=None, qualname=None, type=None, start=1, boundary=None)

Bases: Enum

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: 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