Source code for pm4py.algo.simulation.playout.process_tree.algorithm
'''
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.algo.simulation.playout.process_tree.variants import basic_playout
from pm4py.algo.simulation.playout.process_tree.variants import (
extensive,
topbottom,
)
from enum import Enum
from pm4py.util import exec_utils
from pm4py.objects.process_tree.obj import ProcessTree
from typing import Optional, Dict, Any
from pm4py.objects.log.obj import EventLog
[docs]
class Variants(Enum):
BASIC_PLAYOUT = basic_playout
EXTENSIVE = extensive
TOPBOTTOM = topbottom
DEFAULT_VARIANT = Variants.TOPBOTTOM
[docs]
def apply(
tree: ProcessTree,
variant=DEFAULT_VARIANT,
parameters: Optional[Dict[Any, Any]] = None,
) -> EventLog:
"""
Performs a playout of a process tree
Parameters
---------------
tree
Process tree
variant
Variant of the algorithm:
- Variants.BASIC_PLAYOUT: basic playout
- Variants.EXTENSIVE: extensive playout (all the possible traces)
parameters
Parameters of the algorithm
"""
if parameters is None:
parameters = {}
return exec_utils.get_variant(variant).apply(tree, parameters=parameters)