-
Notifications
You must be signed in to change notification settings - Fork 279
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
Showing
13 changed files
with
742 additions
and
93 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1 +1 @@ | ||
from pm4py.objects.ocel.exporter.jsonocel.variants import classic | ||
from pm4py.objects.ocel.exporter.jsonocel.variants import classic, ocel20 |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
117 changes: 117 additions & 0 deletions
117
pm4py/objects/ocel/exporter/jsonocel/variants/ocel20.py
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,117 @@ | ||
import json | ||
from enum import Enum | ||
from typing import Optional, Dict, Any | ||
|
||
import pandas as pd | ||
|
||
from pm4py.objects.ocel import constants | ||
from pm4py.objects.ocel.obj import OCEL | ||
from pm4py.util import exec_utils, constants as pm4_constants | ||
from pm4py.objects.ocel.util import ocel_consistency | ||
from pm4py.objects.ocel.exporter.jsonocel.variants import classic | ||
from pm4py.objects.ocel.util import attributes_per_type | ||
|
||
|
||
class Parameters(Enum): | ||
EVENT_ID = constants.PARAM_EVENT_ID | ||
OBJECT_ID = constants.PARAM_OBJECT_ID | ||
OBJECT_TYPE = constants.PARAM_OBJECT_TYPE | ||
EVENT_ACTIVITY = constants.PARAM_EVENT_ACTIVITY | ||
EVENT_TIMESTAMP = constants.PARAM_EVENT_TIMESTAMP | ||
ENCODING = "encoding" | ||
|
||
|
||
def apply(ocel: OCEL, target_path: str, parameters: Optional[Dict[Any, Any]] = None): | ||
""" | ||
Exports an object-centric event log (OCEL 2.0) in a JSONOCEL 2.0 file, using the classic JSON dump | ||
Parameters | ||
------------------ | ||
ocel | ||
Object-centric event log | ||
target_path | ||
Destination path | ||
parameters | ||
Parameters of the algorithm, including: | ||
- Parameters.EVENT_ID => the event ID column | ||
- Parameters.OBJECT_ID => the object ID column | ||
- Parameters.OBJECT_TYPE => the object type column | ||
""" | ||
if parameters is None: | ||
parameters = {} | ||
|
||
event_id = exec_utils.get_param_value(Parameters.EVENT_ID, parameters, ocel.event_id_column) | ||
object_id = exec_utils.get_param_value(Parameters.OBJECT_ID, parameters, ocel.object_id_column) | ||
object_type = exec_utils.get_param_value(Parameters.OBJECT_TYPE, parameters, ocel.object_type_column) | ||
event_activity = exec_utils.get_param_value(Parameters.EVENT_ACTIVITY, parameters, ocel.event_activity) | ||
event_timestamp = exec_utils.get_param_value(Parameters.EVENT_TIMESTAMP, parameters, ocel.event_timestamp) | ||
|
||
encoding = exec_utils.get_param_value(Parameters.ENCODING, parameters, pm4_constants.DEFAULT_ENCODING) | ||
|
||
ocel = ocel_consistency.apply(ocel, parameters=parameters) | ||
|
||
base_object = classic.get_base_json_object(ocel, parameters=parameters) | ||
|
||
ets, ots = attributes_per_type.get(ocel, parameters=parameters) | ||
|
||
base_object[constants.OCEL_EVTYPES_KEY] = {} | ||
for et in ets: | ||
base_object[constants.OCEL_EVTYPES_KEY][et] = {} | ||
et_atts = ets[et] | ||
for k, v in et_atts.items(): | ||
this_type = "string" | ||
if "date" in v or "time" in v: | ||
this_type = "date" | ||
elif "float" in v or "double" in v: | ||
this_type = "float" | ||
base_object[constants.OCEL_EVTYPES_KEY][et][k] = this_type | ||
|
||
base_object[constants.OCEL_OBJTYPES_KEY] = {} | ||
for ot in ots: | ||
base_object[constants.OCEL_OBJTYPES_KEY][ot] = {} | ||
ot_atts = ots[ot] | ||
for k, v in ot_atts.items(): | ||
this_type = "string" | ||
if "date" in v or "time" in v: | ||
this_type = "date" | ||
elif "float" in v or "double" in v: | ||
this_type = "float" | ||
base_object[constants.OCEL_OBJTYPES_KEY][ot][k] = this_type | ||
|
||
base_object[constants.OCEL_OBJCHANGES_KEY] = [] | ||
if len(ocel.object_changes) > 0: | ||
object_changes = ocel.object_changes.to_dict("records") | ||
for i in range(len(object_changes)): | ||
object_changes[i][event_timestamp] = object_changes[i][event_timestamp].isoformat() | ||
|
||
base_object[constants.OCEL_OBJCHANGES_KEY] = object_changes | ||
|
||
e2o_list = ocel.relations[[event_id, object_id, constants.DEFAULT_QUALIFIER]].to_dict("records") | ||
eids = set() | ||
|
||
for elem in e2o_list: | ||
eid = elem[event_id] | ||
oid = elem[object_id] | ||
qualifier = elem[constants.DEFAULT_QUALIFIER] | ||
|
||
if eid not in eids: | ||
base_object[constants.OCEL_EVENTS_KEY][eid][constants.OCEL_TYPED_OMAP_KEY] = [] | ||
eids.add(eid) | ||
|
||
base_object[constants.OCEL_EVENTS_KEY][eid][constants.OCEL_TYPED_OMAP_KEY].append({object_id: oid, constants.DEFAULT_QUALIFIER: qualifier}) | ||
|
||
o2o_list = ocel.o2o.to_dict("records") | ||
oids = set() | ||
|
||
for elem in o2o_list: | ||
oid = elem[object_id] | ||
oid2 = elem[object_id+"_2"] | ||
qualifier = elem[constants.DEFAULT_QUALIFIER] | ||
|
||
if oid not in oids: | ||
base_object[constants.OCEL_OBJECTS_KEY][oid][constants.OCEL_O2O_KEY] = [] | ||
oids.add(oid) | ||
|
||
base_object[constants.OCEL_OBJECTS_KEY][oid][constants.OCEL_O2O_KEY].append({object_id: oid2, constants.DEFAULT_QUALIFIER: qualifier}) | ||
|
||
json.dump(base_object, open(target_path, "w", encoding=encoding), indent=2) |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Oops, something went wrong.