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

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_start_activities(
    log: EventLog,
    parameters: Optional[Dict[Union[str, Parameters], Any]] = None,
) -> Dict[str, int]:
    """
    Get the start 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
    ----------
    start_activities
        Dictionary of start 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
    )

    start_activities = {}

    for trace in log:
        if len(trace) > 0:
            if attribute_key in trace[0]:
                activity_first_event = trace[0][attribute_key]
                if activity_first_event not in start_activities:
                    start_activities[activity_first_event] = 0
                start_activities[activity_first_event] = (
                    start_activities[activity_first_event] + 1
                )

    return start_activities