pm4py.algo.conformance.footprints.variants.trace_extensive module

class pm4py.algo.conformance.footprints.variants.trace_extensive.Outputs(*values)

Bases: Enum

DFG = 'dfg'

SEQUENCE = 'sequence'

PARALLEL = 'parallel'

START_ACTIVITIES = 'start_activities'

END_ACTIVITIES = 'end_activities'

ACTIVITIES = 'activities'

SKIPPABLE = 'skippable'

ACTIVITIES_ALWAYS_HAPPENING = 'activities_always_happening'

MIN_TRACE_LENGTH = 'min_trace_length'

TRACE = 'trace'

class pm4py.algo.conformance.footprints.variants.trace_extensive.Parameters(*values)

Bases: Enum

CASE_ID_KEY = 'pm4py:param:case_id_key'

ENABLE_ACT_ALWAYS_EXECUTED = 'enable_act_always_executed'

class pm4py.algo.conformance.footprints.variants.trace_extensive.ConfOutputs(*values)

Bases: Enum

FOOTPRINTS = 'footprints'

START_ACTIVITIES = 'start_activities'

END_ACTIVITIES = 'end_activities'

ACTIVITIES_ALWAYS_HAPPENING = 'activities_always_happening'

MIN_LENGTH_FIT = 'min_length_fit'

IS_FOOTPRINTS_FIT = 'is_footprints_fit'

pm4py.algo.conformance.footprints.variants.trace_extensive.apply(log_footprints: List[Dict[str, Any]], model_footprints: Dict[str, Any], parameters: Dict[str | Parameters, Any] | None = None) → List[Dict[str, Any]]

Apply footprints conformance between a log footprints object and a model footprints object

Parameters:

• log_footprints – Footprints of the log (trace-by-trace)

• model_footprints – Footprints of the model

• parameters – Parameters of the algorithm

Returns:

List containing, for each trace, a dictionary containing the violations

Return type:

violations

pm4py.algo.conformance.footprints.variants.trace_extensive.get_diagnostics_dataframe(log: EventLog, conf_result: List[Dict[str, Any]], parameters: Dict[str | Parameters, Any] | None = None) → DataFrame

Gets the diagnostics dataframe from the log and the results of footprints conformance checking (trace-by-trace)

Parameters:

• log – Event log

• conf_result – Conformance checking results (trace-by-trace)

Returns:

Diagnostics dataframe

Return type:

diagn_dataframe