pm4py.algo.discovery.ocel.interleavings 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.algo.discovery.ocel.interleavings.utils package
  • Submodules
  • pm4py.algo.discovery.ocel.interleavings.utils.merge_dataframe_rel_cases module
    • Parameters
      • Parameters.ACTIVITY_KEY
      • Parameters.TIMESTAMP_KEY
      • Parameters.CASE_ID_KEY
      • Parameters.LEFT_SUFFIX
      • Parameters.RIGHT_SUFFIX
      • Parameters.INDEX_KEY
    • directly_follows_dataframe()
    • merge_dataframes()
• pm4py.algo.discovery.ocel.interleavings.variants package
  • Submodules
  • pm4py.algo.discovery.ocel.interleavings.variants.timestamp_interleavings module
    • Parameters
      • Parameters.ACTIVITY_KEY
      • Parameters.TIMESTAMP_KEY
      • Parameters.CASE_ID_KEY
      • Parameters.LEFT_SUFFIX
      • Parameters.RIGHT_SUFFIX
      • Parameters.INDEX_KEY
      • Parameters.SOURCE_ACTIVITY
      • Parameters.TARGET_ACTIVITY
      • Parameters.SOURCE_TIMESTAMP
      • Parameters.TARGET_TIMESTAMP
      • Parameters.LEFT_INDEX
      • Parameters.RIGHT_INDEX
      • Parameters.DIRECTION
      • Parameters.TIMESTAMP_DIFF
    • apply()

Submodules

pm4py.algo.discovery.ocel.interleavings.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.algo.discovery.ocel.interleavings.algorithm.Variants(value, names=<not given>, *values, module=None, qualname=None, type=None, start=1, boundary=None)

Bases: Enum

TIMESTAMP_INTERLEAVINGS = <module 'pm4py.algo.discovery.ocel.interleavings.variants.timestamp_interleavings' from 'C:\\Users\\berti\\pm4py-core\\pm4py\\algo\\discovery\\ocel\\interleavings\\variants\\timestamp_interleavings.py'>

pm4py.algo.discovery.ocel.interleavings.algorithm.apply(left_df: DataFrame, right_df: DataFrame, case_relations: DataFrame, variant=Variants.TIMESTAMP_INTERLEAVINGS, parameters: Dict[Any, Any] | None = None)

Discover the interleavings between two dataframes, given also a dataframe about the relations of the cases.

Parameters

left_df

Left dataframe

right_df

Right dataframe

case_relations

Dictionary associating the cases of the first dataframe (column: case:concept:name_LEFT) to the cases of the second dataframe (column: case:concept:name_RIGHT)

variant

Variant of the algorithm to be used, possible values: - Variants.TIMESTAMP_INTERLEAVINGS

parameters

Variant-specific parameters

Returns

interleavings

Interleavings dataframe