pm4py.algo.merging.case_relations 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#
Submodules#
pm4py.algo.merging.case_relations.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.merging.case_relations.algorithm.Variants(value, names=<not given>, *values, module=None, qualname=None, type=None, start=1, boundary=None)[source]#
Bases:
Enum- PANDAS = <module 'pm4py.algo.merging.case_relations.variants.pandas' from 'C:\\Users\\berti\\pm4py-core\\pm4py\\algo\\merging\\case_relations\\variants\\pandas.py'>#
- pm4py.algo.merging.case_relations.algorithm.apply(dataframe1: DataFrame, dataframe2: DataFrame, case_relations: DataFrame, variant=Variants.PANDAS, parameters: Dict[Any, Any] | None = None) DataFrame[source]#
Merges the two dataframes (dataframe1 and dataframe2), inserting the events of the second dataframe inside the cases of the first dataframe. This is done using a background knowledge provided in the case_relations dataframe, where the cases of the two dataframes are put in relations. E.g., if in dataframe1 and dataframe2 there are two case ID columns (case:concept:name), they are put in relations by case_relations having two columns case:concept:name_LEFT and case:concept:name_RIGHT
Parameters#
- dataframe1
Reference dataframe (in which the events of the other dataframe are inserted)
- dataframe2
Second dataframe (to insert in the cases of the first)
- case_relations
Case relations dataframe
- variant
- Variant of the algorithm to use, available ones:
Variants.PANDAS
- parameters
Variant-specific parameters
Returns#
- merged_dataframe
Merged dataframe