pm4py.discovery.discover_footprints#

pm4py.discovery.discover_footprints(*args: EventLog | Tuple[PetriNet, Marking, Marking] | ProcessTree) → List[Dict[str, Any]] | Dict[str, Any][source]#

Discovers the footprints from the provided event log or process model.

Footprints are a high-level representation of the behavior captured in the event log or process model.

Parameters:: args – Event log, process model (Petri net and markings), or ProcessTree.
Returns:: A list of footprint dictionaries or a single footprint dictionary.
Return type:: Union[List[Dict[str, Any]], Dict[str, Any]]

import pm4py

footprints = pm4py.discover_footprints(
    dataframe,
    activity_key='concept:name',
    case_id_key='case:concept:name',
    timestamp_key='time:timestamp'
)