Source code for pm4py.statistics.end_activities.log.get

'''
    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.util.xes_constants import DEFAULT_NAME_KEY
from pm4py.util import exec_utils
from pm4py.util import constants
from enum import Enum
from typing import Optional, Dict, Any, Union
from pm4py.objects.log.obj import EventLog
from pm4py.objects.conversion.log import converter as log_converter




class Parameters(Enum):
    ATTRIBUTE_KEY = constants.PARAMETER_CONSTANT_ATTRIBUTE_KEY
    ACTIVITY_KEY = constants.PARAMETER_CONSTANT_ACTIVITY_KEY
    START_TIMESTAMP_KEY = constants.PARAMETER_CONSTANT_START_TIMESTAMP_KEY
    TIMESTAMP_KEY = constants.PARAMETER_CONSTANT_TIMESTAMP_KEY
    CASE_ID_KEY = constants.PARAMETER_CONSTANT_CASEID_KEY
    MAX_NO_POINTS_SAMPLE = "max_no_of_points_to_sample"
    KEEP_ONCE_PER_CASE = "keep_once_per_case"





def get_end_activities(
    log: EventLog,
    parameters: Optional[Dict[Union[str, Parameters], Any]] = None,
) -> Dict[str, int]:
    """
    Get the end attributes of the log along with their count

    Parameters
    ----------
    log
        Log
    parameters
        Parameters of the algorithm, including:
            Parameters.ACTIVITY_KEY -> Attribute key (must be specified if different from concept:name)

    Returns
    ----------
    end_activities
        Dictionary of end attributes associated with their count
    """
    if parameters is None:
        parameters = {}
    attribute_key = exec_utils.get_param_value(
        Parameters.ACTIVITY_KEY, parameters, DEFAULT_NAME_KEY
    )

    log = log_converter.apply(
        log, variant=log_converter.Variants.TO_EVENT_LOG, parameters=parameters
    )

    end_activities = {}

    for trace in log:
        if len(trace) > 0:
            if attribute_key in trace[-1]:
                activity_last_event = trace[-1][attribute_key]
                if activity_last_event not in end_activities:
                    end_activities[activity_last_event] = 0
                end_activities[activity_last_event] = (
                    end_activities[activity_last_event] + 1
                )

    return end_activities