pm4py.algo.discovery.ocel.saw_nets.variants package#

PM4Py – A Process Mining Library for Python

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.ocel.saw_nets.variants.classic module#

PM4Py – A Process Mining Library for Python

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.ocel.saw_nets.variants.classic.Parameters(value, names=<not given>, *values, module=None, qualname=None, type=None, start=1, boundary=None)[source]#

Bases: Enum

EVENT_ACTIVITY = 'param:event:activity'#

OBJECT_TYPE = 'param:object:type'#

pm4py.algo.discovery.ocel.saw_nets.variants.classic.apply(ocel: OCEL, parameters: Dict[Any, Any] | None = None) → Dict[str, Any][source]#

Discovers a SAW net representing the behavior of the provided object-centric event log.

Parameters#

ocel: Object-centric event log
parameters: Possible parameters of the method, including: - Parameters.OBJECT_TYPE => the attribute of the log to be used as object type

Returns#

model: Dictionary with the following keys: - ot_saw_net => the SAW nets for the single object types - multi_saw_net => the overall SAW net - decorations_multi_saw_net => decorations for the visualization of the SAW net