Source code for pm4py.algo.discovery.powl.inductive.fall_through.factory

'''
    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.

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but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
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visit <https://www.gnu.org/licenses/>.

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Contact: info@processintelligence.solutions
'''

from multiprocessing import Pool, Manager
from typing import List, TypeVar, Tuple, Optional, Dict, Any, Type

from pm4py.algo.discovery.inductive.dtypes.im_ds import (
    IMDataStructure,
    IMDataStructureUVCL,
)
from pm4py.algo.discovery.inductive.fall_through.abc import FallThrough
from pm4py.algo.discovery.powl.inductive.fall_through.activity_concurrent import (
    POWLActivityConcurrentUVCL, )
from pm4py.algo.discovery.powl.inductive.fall_through.activity_once_per_trace import (
    POWLActivityOncePerTraceUVCL, )
from pm4py.algo.discovery.powl.inductive.fall_through.empty_traces import (
    POWLEmptyTracesUVCL,
)
from pm4py.algo.discovery.powl.inductive.fall_through.flower import (
    POWLFlowerModelUVCL,
)
from pm4py.algo.discovery.powl.inductive.fall_through.strict_tau_loop import (
    POWLStrictTauLoopUVCL,
)
from pm4py.algo.discovery.powl.inductive.fall_through.tau_loop import (
    POWLTauLoopUVCL,
)
from pm4py.objects.powl.obj import POWL

T = TypeVar("T", bound=IMDataStructure)
S = TypeVar("S", bound=FallThrough)


[docs] class FallThroughFactory:
[docs] @classmethod def get_fall_throughs( cls, obj: T, parameters: Optional[Dict[str, Any]] = None ) -> List[Type[S]]: if type(obj) is IMDataStructureUVCL: return [ POWLEmptyTracesUVCL, POWLActivityOncePerTraceUVCL, POWLActivityConcurrentUVCL, POWLStrictTauLoopUVCL, POWLTauLoopUVCL, POWLFlowerModelUVCL, ] return list()
[docs] @classmethod def fall_through( cls, obj: T, pool: Pool, manager: Manager, parameters: Optional[Dict[str, Any]] = None, ) -> Optional[Tuple[POWL, List[T]]]: for f in FallThroughFactory.get_fall_throughs(obj): r = f.apply(obj, pool, manager, parameters) if r is not None: return r return None