pm4py.algo.discovery.footprints.tree.variants 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
Submodules#
pm4py.algo.discovery.footprints.tree.variants.bottomup 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.footprints.tree.variants.bottomup.Outputs(value, names=<not given>, *values, module=None, qualname=None, type=None, start=1, boundary=None)[source]#
Bases:
Enum- DFG = 'dfg'#
- SEQUENCE = 'sequence'#
- PARALLEL = 'parallel'#
- START_ACTIVITIES = 'start_activities'#
- END_ACTIVITIES = 'end_activities'#
- ACTIVITIES = 'activities'#
- SKIPPABLE = 'skippable'#
- ACTIVITIES_ALWAYS_HAPPENING = 'activities_always_happening'#
- MIN_TRACE_LENGTH = 'min_trace_length'#
- MAX_TRACE_LENGTH = 'max_trace_length_wo_loops'#
- TRACE = 'trace'#
- pm4py.algo.discovery.footprints.tree.variants.bottomup.fix_fp(sequence, parallel)[source]#
Fix footprints
Parameters#
- sequence
Sequence
- parallel
Parallel
Returns#
- sequence
Sequence
- parallel
Parallel
- pm4py.algo.discovery.footprints.tree.variants.bottomup.get_footprints_leaf(node, footprints_dictio)[source]#
Gets the footprints for a leaf node
Parameters#
- node
Node
- footprints_dictio
Dictionary of footprints of the process tree
Returns#
- footprints
Footprints of the leaf node
- pm4py.algo.discovery.footprints.tree.variants.bottomup.get_footprints_xor(node, footprints_dictio)[source]#
Gets the footprints for the XOR node
Parameters#
- node
Node
- footprints_dictio
Dictionary of footprints of the process tree
Returns#
- footprints
Footprints of the XOR node
- pm4py.algo.discovery.footprints.tree.variants.bottomup.get_footprints_parallel(node, footprints_dictio)[source]#
Gets the footprints for the parallel node
Parameters#
- node
Node
- footprints_dictio
Dictionary of footprints of the process tree
Returns#
- footprints
Footprints of the parallel node
- pm4py.algo.discovery.footprints.tree.variants.bottomup.get_footprints_sequence(node, footprints_dictio)[source]#
Gets the footprints for the sequence
Parameters#
- node
Node
- footprints_dictio
Dictionary of footprints of the process tree
Returns#
- footprints
Footprints of the sequence node
- pm4py.algo.discovery.footprints.tree.variants.bottomup.get_footprints_loop(node, footprints_dictio)[source]#
Gets the footprints for the loop
Parameters#
- node
Node
- footprints_dictio
Dictionary of footprints of the process tree
Returns#
- footprints
Footprints of the loop node
- pm4py.algo.discovery.footprints.tree.variants.bottomup.get_footprints(node, footprints_dictio)[source]#
Gets the footprints for a node (having the history of the child nodes)
Parameters#
- node
Node of the tree
- footprints_dictio
Dictionary of footprints of the process tree
Returns#
- footprints
Footprints of the node (having the history of the child nodes)
- pm4py.algo.discovery.footprints.tree.variants.bottomup.get_all_footprints(tree, parameters=None)[source]#
Gets all the footprints for the nodes of the tree
Parameters#
- tree
Process tree
- parameters
Parameters of the algorithm
Returns#
- dictio
Dictionary that associates a footprint to each node of the tree
- pm4py.algo.discovery.footprints.tree.variants.bottomup.apply(tree: ProcessTree, parameters: Dict[Any, Any] | None = None) Dict[str, Any][source]#
Footprints detection on process tree
Parameters#
- tree
Process tree
- parameters
Parameters of the algorithm
Returns#
- footprints
Footprints