pm4py.objects.conversion.ocel.variants package#

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/>.

Submodules#

pm4py.objects.conversion.ocel.variants.ocel_features_to_nx 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.objects.conversion.ocel.variants.ocel_features_to_nx.Parameters(value)[source]#

Bases: Enum

An enumeration.

INCLUDE_OBJ_INTERACTION_GRAPH = 'include_obj_interaction_graph'#
INCLUDE_OBJ_DESCENDANTS_GRAPH = 'include_obj_descendants_graph'#
INCLUDE_OBJ_INHERITANCE_GRAPH = 'include_obj_inheritance_graph'#
INCLUDE_OBJ_COBIRTH_GRAPH = 'include_obj_cobirth_graph'#
INCLUDE_OBJ_CODEATH_GRAPH = 'include_obj_codeath_graph'#
pm4py.objects.conversion.ocel.variants.ocel_features_to_nx.apply(ocel: OCEL, parameters: Optional[Dict[Any, Any]] = None) DiGraph[source]#

Converts the graphs of features extracted from an OCEL to a NetworkX DiGraph object

Parameters#

ocel

Object-centric event log

parameters

Parameters of the algorithm, including: - Parameters.INCLUDE_OBJ_INTERACTION_GRAPH => includes the object interaction graph in the NX DiGraph - Parameters.INCLUDE_OBJ_DESCENDANTS_GRAPH => includes the object descendants graph in the NX DiGraph - Parameters.INCLUDE_OBJ_INHERITANCE_GRAPH => includes the object inheritance graph in the NX DiGraph - Parameters.INCLUDE_OBJ_COBIRTH_GRAPH => includes the object cobirth graph in the NX DiGraph - Parameters.INCLUDE_OBJ_CODEATH_GRAPH => includes the object codeath graph in the NX DiGraph

Returns#

G

NetworkX DiGraph

pm4py.objects.conversion.ocel.variants.ocel_to_nx 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.objects.conversion.ocel.variants.ocel_to_nx.Parameters(value)[source]#

Bases: Enum

An enumeration.

INCLUDE_DF = 'include_df'#
INCLUDE_OBJECT_CHANGES = 'include_object_changes'#
pm4py.objects.conversion.ocel.variants.ocel_to_nx.apply(ocel: OCEL, parameters: Optional[Dict[Any, Any]] = None) DiGraph[source]#

Converts an OCEL to a NetworkX DiGraph object. The nodes are the events and objects of the OCEL. The edges are of two different types: - relation edges, connecting an event to its related objects - directly-follows edges, connecting an event to a following event (in the lifecycle of one of the related objects)

Parameters#

ocel

Object-centric event log

parameters

Parameters of the algorithm, including: - Parameters.INCLUDE_DF => include the directly-follows relationship

Returns#

G

NetworkX DiGraph