pm4py.statistics.rework.cases.pandas package

Submodules

pm4py.statistics.rework.cases.pandas.get 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.statistics.rework.cases.pandas.get.Parameters(value)[source]

Bases: enum.Enum

An enumeration.

ACTIVITY_KEY = 'pm4py:param:activity_key'
CASE_ID_KEY = 'pm4py:param:case_id_key'
pm4py.statistics.rework.cases.pandas.get.apply(df: pandas.core.frame.DataFrame, parameters: Optional[Dict[Union[str, pm4py.statistics.rework.cases.pandas.get.Parameters], Any]] = None) Dict[str, Dict[str, int]][source]

Computes for each trace of the event log how much rework occurs. The rework is computed as the difference between the total number of activities of a trace and the number of unique activities.

Parameters
  • df – Pandas dataframe

  • parameters – Parameters of the algorithm, including: - Parameters.ACTIVITY_KEY => the activity key - Parameters.CASE_ID_KEY => the case identifier attribute

Returns

Dictionary associating to each case ID: - The number of total activities of the case (number of events) - The rework (difference between the total number of activities of a trace and the number of unique activities)

Return type

dict

Module contents

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/>.