pm4py.streaming.algo.conformance.temporal package#

This file is part of PM4Py (More Info: https://pm4py.fit.fraunhofer.de).

PM4Py is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

PM4Py 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 General Public License for more details.

You should have received a copy of the GNU General Public License along with PM4Py. If not, see <https://www.gnu.org/licenses/>.

Subpackages#

Submodules#

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

This file is part of PM4Py (More Info: https://pm4py.fit.fraunhofer.de).

PM4Py is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

PM4Py 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 General Public License for more details.

You should have received a copy of the GNU General Public License along with PM4Py. If not, see <https://www.gnu.org/licenses/>.

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

Bases: 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