pm4py.algo.discovery.transition_system package

Subpackages

• pm4py.algo.discovery.transition_system.variants package
  • Submodules
  • pm4py.algo.discovery.transition_system.variants.view_based module
  • Module contents

Submodules

pm4py.algo.discovery.transition_system.algorithm 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/>.

class pm4py.algo.discovery.transition_system.algorithm.Variants

Bases: enum.Enum

An enumeration.

VIEW_BASED = <module 'pm4py.algo.discovery.transition_system.variants.view_based' from '/home/docs/checkouts/readthedocs.org/user_builds/pm4py-source/checkouts/latest/pm4py/algo/discovery/transition_system/variants/view_based.py'>

pm4py.algo.discovery.transition_system.algorithm.apply(log: Union[pm4py.objects.log.obj.EventLog, pm4py.objects.log.obj.EventStream, pandas.core.frame.DataFrame], parameters: Optional[Dict[Any, Any]] = None, variant=<Variants.VIEW_BASED: <module 'pm4py.algo.discovery.transition_system.variants.view_based' from '/home/docs/checkouts/readthedocs.org/user_builds/pm4py-source/checkouts/latest/pm4py/algo/discovery/transition_system/variants/view_based.py'>>) → pm4py.objects.transition_system.obj.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:

Transition system

Return type:

ts

pm4py.algo.discovery.transition_system.parameters 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/>.

class pm4py.algo.discovery.transition_system.parameters.Parameters

Bases: enum.Enum

An enumeration.

ACTIVITY_KEY = 'pm4py:param:activity_key'

DIRECTIONS = {'backward', 'forward'}

DIRECTION_BACKWARD = 'backward'

DIRECTION_FORWARD = 'forward'

INCLUDE_DATA = 'include_data'

PARAM_KEY_DIRECTION = 'direction'

PARAM_KEY_VIEW = 'view'

PARAM_KEY_WINDOW = 'window'

VIEWS = {'multiset', 'sequence', 'set'}

VIEW_MULTI_SET = 'multiset'

VIEW_SEQUENCE = 'sequence'

VIEW_SET = 'set'

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/>.