Source code for pm4py.algo.discovery.inductive.base_case.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 typing import List, TypeVar, Optional, Dict, Any

from pm4py.algo.discovery.inductive.base_case.abc import BaseCase
from pm4py.algo.discovery.inductive.base_case.empty_log import (
    EmptyLogBaseCaseUVCL,
    EmptyLogBaseCaseDFG,
)
from pm4py.algo.discovery.inductive.base_case.single_activity import (
    SingleActivityBaseCaseUVCL,
    SingleActivityBaseCaseDFG,
)
from pm4py.algo.discovery.inductive.dtypes.im_ds import (
    IMDataStructure,
    IMDataStructureUVCL,
    IMDataStructureDFG,
)
from pm4py.algo.discovery.inductive.variants.instances import IMInstance
from pm4py.objects.process_tree.obj import ProcessTree

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


[docs] class BaseCaseFactory:
[docs] @classmethod def get_base_cases( cls, obj: T, inst: IMInstance, parameters: Optional[Dict[str, Any]] = None, ) -> List[S]: if inst is IMInstance.IM or inst is IMInstance.IMf: if type(obj) is IMDataStructureUVCL: return [EmptyLogBaseCaseUVCL, SingleActivityBaseCaseUVCL] if inst is IMInstance.IMd: if type(obj) is IMDataStructureDFG: return [EmptyLogBaseCaseDFG, SingleActivityBaseCaseDFG] return []
[docs] @classmethod def apply_base_cases( cls, obj: T, inst: IMInstance, parameters: Optional[Dict[str, Any]] = None, ) -> Optional[ProcessTree]: for b in BaseCaseFactory.get_base_cases(obj, inst): r = b.apply(obj, parameters) if r is not None: return r return None