pm4py.algo.discovery.declare.algorithm module#

class pm4py.algo.discovery.declare.algorithm.Variants(*values)[source]#

Bases: Enum

CLASSIC = <module 'pm4py.algo.discovery.declare.variants.classic' from '/Users/chris/Desktop/PIS/pm4py2/pm4py/pm4py/algo/discovery/declare/variants/classic.py'>#

pm4py.algo.discovery.declare.algorithm.apply(log: EventLog | DataFrame, variant=Variants.CLASSIC, parameters: Dict[Any, Any] | None = None) → Dict[str, Dict[Any, Dict[str, int]]][source]#

Discovers a DECLARE model from the provided event log

Parameters:

log – Log object (EventLog, Pandas dataframe)
variant – Variant of the algorithm to be used, including: - Variants.CLASSIC
parameters – Variant-specific parameters

Returns:

DECLARE model (as Python dictionary), where each template is associated with its own rules

Return type:

declare_model