pm4py.simulation.montecarlo.utils package

Submodules

pm4py.simulation.montecarlo.utils.replay module

This file is part of PM4Py (More Info: https://pm4py.fit.fraunhofer.de).

PM4Py is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

PM4Py 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 General Public License for more details.

You should have received a copy of the GNU General Public License along with PM4Py. If not, see <https://www.gnu.org/licenses/>.

pm4py.simulation.montecarlo.utils.replay.get_map_from_log_and_net(log, net, initial_marking, final_marking, force_distribution=None, parameters=None)[source]

Get transition stochastic distribution map given the log and the Petri net

Parameters:

  • log – Event log

  • net – Petri net

  • initial_marking – Initial marking of the Petri net

  • final_marking – Final marking of the Petri net

  • force_distribution – If provided, distribution to force usage (e.g. EXPONENTIAL)

  • parameters –

    Parameters of the algorithm, including:

    Parameters.ACTIVITY_KEY -> activity name Parameters.TIMESTAMP_KEY -> timestamp key
Returns:

Map that to each transition associates a random variable
Return type:

stochastic_map

Module contents

This file is part of PM4Py (More Info: https://pm4py.fit.fraunhofer.de).

PM4Py is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

PM4Py 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 General Public License for more details.

You should have received a copy of the GNU General Public License along with PM4Py. If not, see <https://www.gnu.org/licenses/>.