Source code for pm4py.objects.ocel.util.explode
'''
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
'''
from pm4py.objects.ocel.obj import OCEL
from typing import Optional, Dict, Any
from copy import deepcopy
[docs]
def apply(ocel: OCEL, parameters: Optional[Dict[Any, Any]] = None) -> OCEL:
"""
Explode an OCEL: an event associated to N objects is "split" to N events, each one associated to one object.
Parameters
-----------------
ocel
Object-centric event log
parameters
Possible parameters of the algorithm
Returns
-----------------
ocel
Exploded object-centric event log
"""
if parameters is None:
parameters = {}
ocel = deepcopy(ocel)
ocel.relations[ocel.event_id_column] = (
ocel.relations[ocel.event_id_column]
+ "_"
+ ocel.relations[ocel.object_id_column]
)
ocel.events = ocel.relations.copy()
del ocel.events[ocel.object_id_column]
del ocel.events[ocel.object_type_column]
return ocel