Source code for pm4py.objects.ocel.util.events_per_object_type
'''
PM4Py – A Process Mining Library for Python
Copyright (C) 2026 Process Intelligence Solutions GmbH
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 enum import Enum
from pm4py.util import exec_utils, pandas_utils
from pm4py.objects.ocel.obj import OCEL
from pm4py.objects.ocel import constants as ocel_constants
from typing import Optional, Dict, Any
[docs]
class Parameters(Enum):
EVENT_ID = ocel_constants.PARAM_EVENT_ID
OBJECT_TYPE = ocel_constants.PARAM_OBJECT_TYPE
[docs]
def apply(ocel: OCEL, parameters: Optional[Dict[Any, Any]] = None):
"""
Returns for each object type the number of events related to at least one object of the given type.
Parameters
----------------
ocel
Object-centric event log
parameters
Parameters of the algorithm, including:
- Parameters.EVENT_ID => the event identifier
- Parameters.OBJECT_TYPE => the object type column
Returns
-----------------
dictio
Dictionary associating to each object type the number of events related to at least one object of the given
type.
"""
if parameters is None:
parameters = {}
event_id = exec_utils.get_param_value(
Parameters.EVENT_ID, parameters, ocel.event_id_column
)
object_type = exec_utils.get_param_value(
Parameters.OBJECT_TYPE, parameters, ocel.object_type_column
)
object_types = pandas_utils.format_unique(
ocel.objects[object_type].unique()
)
ret = {}
for ot in object_types:
ret[ot] = ocel.relations[ocel.relations[object_type] == ot][
event_id
].nunique()
return ret