pm4py.algo.conformance.alignments.dfg 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

Subpackages

• pm4py.algo.conformance.alignments.dfg.variants package
  • Submodules
  • pm4py.algo.conformance.alignments.dfg.variants.classic module
    • Parameters
      • Parameters.CASE_ID_KEY
      • Parameters.ACTIVITY_KEY
      • Parameters.TIMESTAMP_KEY
      • Parameters.SYNC_COST_FUNCTION
      • Parameters.MODEL_MOVE_COST_FUNCTION
      • Parameters.LOG_MOVE_COST_FUNCTION
      • Parameters.INTERNAL_LOG_MOVE_COST_FUNCTION
      • Parameters.PARAMETER_VARIANT_DELIMITER
    • Outputs
      • Outputs.ALIGNMENT
      • Outputs.COST
      • Outputs.VISITED
      • Outputs.CLOSED
      • Outputs.INTERNAL_COST
    • apply()
    • apply_log()
    • apply_trace()
    • apply_from_variants_list_dfg_string()
    • apply_from_variants_list()
    • apply_from_variant()
    • dijkstra_to_end_node()
    • project_log_on_dfg()

Submodules

pm4py.algo.conformance.alignments.dfg.algorithm 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.conformance.alignments.dfg.algorithm.Variants(value, names=<not given>, *values, module=None, qualname=None, type=None, start=1, boundary=None)

Bases: Enum

CLASSIC = <module 'pm4py.algo.conformance.alignments.dfg.variants.classic' from 'C:\\Users\\berti\\pm4py-core\\pm4py\\algo\\conformance\\alignments\\dfg\\variants\\classic.py'>

pm4py.algo.conformance.alignments.dfg.algorithm.apply(obj: EventLog | DataFrame | Trace, dfg: Dict[Tuple[str, str], int], sa: Dict[str, int], ea: Dict[str, int], variant=Variants.CLASSIC, parameters: Dict[Any, Any] | None = None) → Dict[str, Any] | List[Dict[str, Any]]

Applies the alignment algorithm provided a log/trace object, and a connected DFG

Parameters

obj

Event log / Trace

dfg

Connected directly-Follows Graph

sa

Start activities

ea

End activities

variant

Variant of the DFG alignments to be used. Possible values: - Variants.CLASSIC

parameters

Variant-specific parameters.

Returns

ali

Result of the alignment