Source code for pm4py.algo.discovery.powl.inductive.variants.im_dynamic_clustering

from typing import Optional, Tuple, List, TypeVar, Dict, Any

from pm4py.algo.discovery.inductive.dtypes.im_ds import IMDataStructureLog
from pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering.factory import (
    CutFactoryPOWLDynamicClustering, )
from pm4py.algo.discovery.powl.inductive.variants.im_tree import IMBasePOWL
from pm4py.algo.discovery.powl.inductive.variants.powl_discovery_varaints import (
    POWLDiscoveryVariant, )
from pm4py.objects.powl.obj import POWL

T = TypeVar("T", bound=IMDataStructureLog)




[docs]
class POWLInductiveMinerDynamicClustering(IMBasePOWL):



[docs]
    def instance(self) -> POWLDiscoveryVariant:
        return POWLDiscoveryVariant.DYNAMIC_CLUSTERING





[docs]
    def find_cut(
        self, obj: T, parameters: Optional[Dict[str, Any]] = None
    ) -> Optional[Tuple[POWL, List[T]]]:
        res = CutFactoryPOWLDynamicClustering.find_cut(
            obj, parameters=parameters
        )
        return res