Source code for pm4py.objects.log.util.move_attrs_to_trace

from pm4py.objects.log.obj import EventLog, XESExtension
from typing import Optional, Dict, Any, Union
from enum import Enum
from pm4py.util import exec_utils
from copy import deepcopy




class Parameters(Enum):
    ENABLE_DEEPCOPY = "enable_deepcopy"





def apply(
    log: EventLog,
    parameters: Optional[Dict[Union[str, Parameters], Any]] = None,
) -> EventLog:
    """
    Moves the attributes that are constant for all the events of the trace, and they
    do not belong to a standard extension, to the trace level

    Parameters
    ----------------
    log
        Event log
    parameters
        Parameters of the algorithm, including:
        - Parameters.DEEPCOPY => enables the deepcopy of the event log

    Returns
    ----------------
    log
        Event log, where some attribute has been possibly moved from the event to the trace level
    """
    if parameters is None:
        parameters = {}

    enable_deepcopy = exec_utils.get_param_value(
        Parameters.ENABLE_DEEPCOPY, parameters, False
    )
    if enable_deepcopy:
        log = deepcopy(log)

    main_extensions = set()
    for e in XESExtension:
        main_extensions.add(e.value[1])

    candidates = None
    for trace in log:
        values_count = {}
        for eve in trace:
            for attr in eve:
                if attr.split(":")[0] not in main_extensions:
                    if attr not in trace.attributes:
                        if attr not in values_count:
                            values_count[attr] = [eve[attr]]
                        else:
                            values_count[attr].append(eve[attr])
        trace_candidates = set(
            x
            for x in values_count
            if len(values_count[x]) == len(trace)
            and len(set(values_count[x])) == 1
        )
        if candidates is not None:
            candidates = trace_candidates.intersection(candidates)
        else:
            candidates = trace_candidates

    for attr in candidates:
        for trace in log:
            trace.attributes[attr] = trace[0][attr]
            for ev in trace:
                del ev[attr]

    return log