Source code for pm4py.algo.conformance.alignments.edit_distance.algorithm

'''
    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/>.
'''
from enum import Enum
from typing import Optional, Dict, Any, Union

from pm4py.algo.conformance.alignments.edit_distance.variants import edit_distance
from pm4py.objects.log.obj import EventLog
from pm4py.util import exec_utils
from pm4py.util import typing
import pandas as pd


[docs]class Variants(Enum): EDIT_DISTANCE = edit_distance
[docs]def apply(log1: Union[EventLog, pd.DataFrame], log2: Union[EventLog, pd.DataFrame], variant=Variants.EDIT_DISTANCE, parameters: Optional[Dict[Any, Any]] = None) -> typing.ListAlignments: """ Aligns each trace of the first log against the second log Parameters -------------- log1 First log log2 Second log variant Variant of the algorithm, possible values: - Variants.EDIT_DISTANCE: minimizes the edit distance parameters Parameters of the algorithm Returns --------------- aligned_traces List that contains, for each trace of the first log, the corresponding alignment """ return exec_utils.get_variant(variant).apply(log1, log2, parameters=parameters)