Source code for pm4py.algo.evaluation.simplicity.algorithm

from pm4py.algo.evaluation.simplicity.variants import (
    arc_degree,
    extended_cardoso,
    extended_cyclomatic,
)
from enum import Enum
from pm4py.util import exec_utils
from typing import Optional, Dict, Any
from pm4py.objects.petri_net.obj import PetriNet




[docs]
class Variants(Enum):
    SIMPLICITY_ARC_DEGREE = arc_degree
    EXTENDED_CARDOSO = extended_cardoso
    EXTENDED_CYCLOMATIC = extended_cyclomatic




SIMPLICITY_ARC_DEGREE = Variants.SIMPLICITY_ARC_DEGREE
EXTENDED_CARDOSO = Variants.EXTENDED_CARDOSO
EXTENDED_CYCLOMATIC = Variants.EXTENDED_CYCLOMATIC

VERSIONS = {SIMPLICITY_ARC_DEGREE, EXTENDED_CARDOSO, EXTENDED_CYCLOMATIC}




[docs]
def apply(
    petri_net: PetriNet,
    parameters: Optional[Dict[Any, Any]] = None,
    variant=SIMPLICITY_ARC_DEGREE,
) -> float:
    return exec_utils.get_variant(variant).apply(
        petri_net, parameters=parameters
    )