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
along with this program. If not, see this software project's root or
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