Source code for pm4py.objects.ocel.importer.jsonocel.variants.ocel20_standard

'''
    PM4Py – A Process Mining Library for Python
Copyright (C) 2024 Process Intelligence Solutions UG (haftungsbeschränkt)

This program is free software: you can redistribute it and/or modify
it under the terms of the GNU Affero General Public License as
published by the Free Software Foundation, either version 3 of the
License, or any later version.

This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
GNU Affero General Public License for more details.

You should have received a copy of the GNU Affero General Public License
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visit <https://www.gnu.org/licenses/>.

Website: https://processintelligence.solutions
Contact: info@processintelligence.solutions
'''
from pm4py.util import exec_utils
from pm4py.objects.ocel.obj import OCEL
from typing import Optional, Dict, Any
from pm4py.objects.ocel.util import filtering_utils
from pm4py.objects.ocel.util import ocel_consistency
from pm4py.objects.ocel.importer.jsonocel.variants import classic
from pm4py.util import constants as pm4_constants
from enum import Enum
import json


[docs] class Parameters(Enum): ENCODING = "encoding"
[docs] def apply(file_path: str, parameters: Optional[Dict[Any, Any]] = None) -> OCEL: """ Imports an OCEL from a JSON-OCEL 2 standard file Parameters -------------- file_path Path to the object-centric event log parameters Possible parameters of the method, including: - Parameters.ENCODING Returns ------------- ocel Object-centric event log """ if parameters is None: parameters = {} encoding = exec_utils.get_param_value( Parameters.ENCODING, parameters, pm4_constants.DEFAULT_ENCODING ) F = open(file_path, "r", encoding=encoding) json_obj = json.load(F) F.close() legacy_obj = {} legacy_obj["ocel:events"] = {} legacy_obj["ocel:objects"] = {} legacy_obj["ocel:objectChanges"] = [] for eve in json_obj["events"]: dct = {} dct["ocel:activity"] = eve["type"] dct["ocel:timestamp"] = eve["time"] dct["ocel:vmap"] = {} if "attributes" in eve and eve["attributes"]: dct["ocel:vmap"] = { x["name"]: x["value"] for x in eve["attributes"] } dct["ocel:typedOmap"] = [] if "relationships" in eve and eve["relationships"]: dct["ocel:typedOmap"] = [ {"ocel:oid": x["objectId"], "ocel:qualifier": x["qualifier"]} for x in eve["relationships"] ] dct["ocel:omap"] = list( set(x["ocel:oid"] for x in dct["ocel:typedOmap"]) ) legacy_obj["ocel:events"][eve["id"]] = dct for obj in json_obj["objects"]: dct = {} dct["ocel:type"] = obj["type"] dct["ocel:ovmap"] = {} if "attributes" in obj and obj["attributes"]: for x in obj["attributes"]: if x["name"] in dct["ocel:ovmap"]: legacy_obj["ocel:objectChanges"].append( { "ocel:oid": obj["id"], "ocel:type": obj["type"], "ocel:field": x["name"], x["name"]: x["value"], "ocel:timestamp": x["time"], } ) else: dct["ocel:ovmap"][x["name"]] = x["value"] dct["ocel:o2o"] = [] if "relationships" in obj and obj["relationships"]: dct["ocel:o2o"] = [ {"ocel:oid": x["objectId"], "ocel:qualifier": x["qualifier"]} for x in obj["relationships"] ] legacy_obj["ocel:objects"][obj["id"]] = dct legacy_obj["ocel:global-log"] = {} legacy_obj["ocel:global-event"] = {} legacy_obj["ocel:global-object"] = {} log = classic.get_base_ocel(legacy_obj, parameters=parameters) log = ocel_consistency.apply(log, parameters=parameters) log = filtering_utils.propagate_relations_filtering( log, parameters=parameters ) return log