Source code for pm4py.objects.conversion.ocel.converter
'''
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 enum import Enum
from pm4py.util import exec_utils
from pm4py.objects.ocel.obj import OCEL
from typing import Optional, Dict, Any
from pm4py.objects.conversion.ocel.variants import (
ocel_to_nx,
ocel_features_to_nx,
)
[docs]
class Variants(Enum):
OCEL_TO_NX = ocel_to_nx
OCEL_FEATURES_TO_NX = ocel_features_to_nx
[docs]
def apply(
ocel: OCEL,
variant=Variants.OCEL_TO_NX,
parameters: Optional[Dict[Any, Any]] = None,
):
"""
Converts an OCEL to another object.
Parameters
-------------
ocel
Object-centric event log
variant
Variant of the algorithm to use, posible values:
- Variants.OCEL_TO_NX: graph containing event and object IDS and two type of relations (REL=related objects, DF=directly-follows)
- Variants.OCEL_FEATURES_TO_NX: graph containing different types of interconnection at the object level
parameters
Variant-specific parameters
"""
if parameters is None:
parameters = {}
return exec_utils.get_variant(variant).apply(ocel, parameters=parameters)