pm4py.algo.discovery.transition_system package

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

Subpackages

• pm4py.algo.discovery.transition_system.variants package
  • Submodules
  • pm4py.algo.discovery.transition_system.variants.view_based module
    • Parameters
      • Parameters.VIEW_MULTI_SET
      • Parameters.VIEW_SET
      • Parameters.VIEW_SEQUENCE
      • Parameters.VIEWS
      • Parameters.DIRECTION_FORWARD
      • Parameters.DIRECTION_BACKWARD
      • Parameters.DIRECTIONS
      • Parameters.PARAM_KEY_VIEW
      • Parameters.PARAM_KEY_WINDOW
      • Parameters.PARAM_KEY_DIRECTION
      • Parameters.ACTIVITY_KEY
      • Parameters.CASE_ID_KEY
      • Parameters.INCLUDE_DATA
    • apply()

Submodules

pm4py.algo.discovery.transition_system.algorithm module

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

class pm4py.algo.discovery.transition_system.algorithm.Variants(value, names=<not given>, *values, module=None, qualname=None, type=None, start=1, boundary=None)

Bases: Enum

VIEW_BASED = <module 'pm4py.algo.discovery.transition_system.variants.view_based' from 'C:\\Users\\berti\\pm4py-core\\pm4py\\algo\\discovery\\transition_system\\variants\\view_based.py'>

pm4py.algo.discovery.transition_system.algorithm.apply(log: EventLog | EventStream | DataFrame, parameters: Dict[Any, Any] | None = None, variant=Variants.VIEW_BASED) → TransitionSystem

Find transition system given log

Parameters

log

Log

parameters

Possible parameters of the algorithm, including:

Parameters.PARAM_KEY_VIEW Parameters.PARAM_KEY_WINDOW Parameters.PARAM_KEY_DIRECTION

variant

Variant of the algorithm to use, including:

Variants.VIEW_BASED

Returns

ts

Transition system