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.
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.
You should have received a copy of the GNU Affero General Public License
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 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