Source code for pm4py.algo.simulation.playout.process_tree.variants.basic_playout
'''
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.process_tree import semantics
from pm4py.util import exec_utils
from typing import Optional, Dict, Any, Union
from pm4py.objects.log.obj import EventLog
from pm4py.objects.process_tree.obj import ProcessTree
[docs]
class Parameters:
NO_TRACES = "num_traces"
[docs]
def apply(
tree: ProcessTree,
parameters: Optional[Dict[Union[str, Parameters], Any]] = None,
) -> EventLog:
"""
Generate a log by a playout operation
Parameters
---------------
tree
Process tree
parameters
Parameters of the algorithm, including:
- Parameters.NO_TRACES: number of traces of the playout
Returns
--------------
log
Simulated log
"""
if parameters is None:
parameters = {}
no_traces = exec_utils.get_param_value(
Parameters.NO_TRACES, parameters, 1000
)
log = semantics.generate_log(tree, no_traces=no_traces)
return log