Source code for pm4py.objects.ocel.util.e2o_qualification

'''
    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
'''

from pm4py.objects.ocel.obj import OCEL
from typing import Optional, Dict, Any
from enum import Enum
from pm4py.util import exec_utils
from copy import copy




class Parameters(Enum):
    CONCATENER = "concatener"
    CONCAT_COLUMN = "concat_column"





def apply(
    ocel: OCEL,
    qualifier_type: str,
    parameters: Optional[Dict[Any, Any]] = None,
) -> OCEL:
    if parameters is None:
        parameters = {}

    concatener = exec_utils.get_param_value(
        Parameters.CONCATENER, parameters, "@@"
    )
    concat_column = exec_utils.get_param_value(
        Parameters.CONCAT_COLUMN, parameters, "@@concat"
    )

    ocel = copy(ocel)
    ocel.relations[concat_column] = (
        ocel.relations[ocel.event_id_column]
        + concatener
        + ocel.relations[ocel.object_id_column]
    )
    relations = ocel.relations.groupby(ocel.object_id_column)[
        ocel.event_id_column
    ]

    if qualifier_type == "creation":
        relations = relations.first().to_dict()
        relations = {
            y + concatener + x: qualifier_type for x, y in relations.items()
        }
    elif qualifier_type == "termination":
        relations = relations.last().to_dict()
        relations = {
            y + concatener + x: qualifier_type for x, y in relations.items()
        }
    elif qualifier_type == "other":
        relations0 = relations.agg(list).to_dict()
        relations0 = {x: y[1:-1] for x, y in relations0.items()}
        relations0 = {x: y for x, y in relations0.items() if y}
        relations = {}
        for x, y in relations0.items():
            for y1 in y:
                relations[y1 + concatener + x] = qualifier_type

    ocel.relations[ocel.qualifier + "_2"] = ocel.relations[concat_column].map(
        relations
    )
    ocel.relations[ocel.qualifier + "_2"] = ocel.relations[
        ocel.qualifier + "_2"
    ].fillna(ocel.relations[ocel.qualifier])
    ocel.relations[ocel.qualifier] = ocel.relations[ocel.qualifier + "_2"]

    del ocel.relations[ocel.qualifier + "_2"]
    del ocel.relations[concat_column]

    return ocel