Source code for pm4py.algo.evaluation.simplicity.variants.extended_cardoso

'''
    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.

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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.petri_net.obj import PetriNet
from typing import Optional, Dict, Any




def apply(
    petri_net: PetriNet, parameters: Optional[Dict[Any, Any]] = None
) -> float:
    """
    Computes the extended Cardoso metric as described in the paper:

    "Complexity Metrics for Workflow Nets"
    Lassen, Kristian Bisgaard, and Wil MP van der Aalst

    Parameters
    -------------
    petri_net
        Petri net

    Returns
    -------------
    ext_cardoso_metric
        Extended Cardoso metric
    """
    if parameters is None:
        parameters = {}

    ext_card = 0

    for place in petri_net.places:
        targets = set()
        for out_arc in place.out_arcs:
            for out_arc2 in out_arc.target.out_arcs:
                targets.add(out_arc2.target)
        ext_card += len(targets)

    return ext_card