Source code for pm4py.algo.transformation.ocel.graphs.object_interaction_graph

from pm4py.objects.ocel.obj import OCEL
from typing import Optional, Dict, Any, Set, Tuple




def apply(
    ocel: OCEL, parameters: Optional[Dict[Any, Any]] = None
) -> Set[Tuple[str, str]]:
    """
    Calculates the object interaction graph. Two objects are connected iff they are both related to an event
    of the OCEL.

    Parameters
    -----------------
    ocel
        Object-centric event log
    parameters
        Parameters of the algorithm

    Returns
    -----------------
    object_interaction_graph
        Object interaction graph (as set of tuples; undirected)
    """
    if parameters is None:
        parameters = {}

    graph = set()

    ev_rel_obj = (
        ocel.relations.groupby(ocel.event_id_column)[ocel.object_id_column]
        .agg(list)
        .to_dict()
    )

    for ev in ev_rel_obj:
        rel_obj = ev_rel_obj[ev]
        for o1 in rel_obj:
            for o2 in rel_obj:
                if o1 < o2:
                    graph.add((o1, o2))

    return graph