pm4py.algo.reduction.process_tree.variants package

Submodules

pm4py.algo.reduction.process_tree.variants.tree_tr_based 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.reduction.process_tree.variants.tree_tr_based.Outputs

Bases: enum.Enum

An enumeration.

ACTIVITIES = 'activities'

ACTIVITIES_ALWAYS_HAPPENING = 'activities_always_happening'

DFG = 'dfg'

END_ACTIVITIES = 'end_activities'

MIN_TRACE_LENGTH = 'min_trace_length'

PARALLEL = 'parallel'

SEQUENCE = 'sequence'

SKIPPABLE = 'skippable'

START_ACTIVITIES = 'start_activities'

TRACE = 'trace'

class pm4py.algo.reduction.process_tree.variants.tree_tr_based.Parameters

Bases: enum.Enum

An enumeration.

ACTIVITY_KEY = 'pm4py:param:activity_key'

pm4py.algo.reduction.process_tree.variants.tree_tr_based.apply(tree: pm4py.objects.process_tree.obj.ProcessTree, trace: pm4py.objects.log.obj.Trace, parameters: Optional[Dict[Any, Any]] = None, **kwargs) → pm4py.objects.process_tree.obj.ProcessTree

Reduce a process tree replacing the skippable elements that have empty intersection with the trace.

Parameters:

• tree – Process tree
• trace – Trace of an event log
• parameters – Parameters of the algorithm, possible values: Parameters.ACTIVITY_KEY

Returns:

Reduced process tree

Return type:

tree

pm4py.algo.reduction.process_tree.variants.tree_tr_based.reduce(bottomup_nodes: List[pm4py.objects.process_tree.obj.ProcessTree], fps: Dict[str, Any], activities: Set[str]) → pm4py.objects.process_tree.obj.ProcessTree

Reduce a process tree replacing the skippable elements that have empty intersection with the trace.

Parameters:

• bottomup_nodes – List of nodes of the process tree (that are process trees by themselves) in a bottomup order
• fps – Footprints of the process tree
• activities – Set of activities in the trace

Returns:

Reduced process tree

Return type:

tree

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/>.