Source code for pm4py.statistics.ocel.objects_ot_count

'''
    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 pm4py.util import exec_utils, constants, xes_constants
from pm4py.objects.ocel import constants as ocel_constants
from collections import Counter
from pm4py.objects.ocel.obj import OCEL
from typing import Optional, Dict, Any


[docs]class Parameters(Enum): EVENT_ID = ocel_constants.PARAM_EVENT_ID OBJECT_ID = ocel_constants.PARAM_OBJECT_ID OBJECT_TYPE = ocel_constants.PARAM_OBJECT_TYPE
[docs]def get_objects_ot_count(ocel: OCEL, parameters: Optional[Dict[Any, Any]] = None) -> Dict[str, Dict[str, int]]: """ Counts for each event the number of related objects per type Parameters ------------------- ocel Object-centric Event log parameters Parameters of the algorithm, including: - Parameters.EVENT_ID => the event identifier to be used - Parameters.OBJECT_ID => the object identifier to be used - Parameters.OBJECT_TYPE => the object type to be used Returns ------------------- dict_ot Dictionary associating to each event identifier a dictionary with the number of related objects """ if parameters is None: parameters = {} event_id = exec_utils.get_param_value(Parameters.EVENT_ID, parameters, ocel.event_id_column) object_id = exec_utils.get_param_value(Parameters.OBJECT_ID, parameters, ocel.object_id_column) object_type = exec_utils.get_param_value(Parameters.OBJECT_TYPE, parameters, ocel.object_type_column) ref0 = ocel.relations.groupby(event_id)[object_type].agg(list).to_dict() ref = {x: Counter(y) for x, y in ref0.items()} return ref