pm4py.filtering.filter_four_eyes_principle

pm4py.filtering.filter_four_eyes_principle(log: EventLog | DataFrame, activity1: str, activity2: str, activity_key: str = 'concept:name', timestamp_key: str = 'time:timestamp', case_id_key: str = 'case:concept:name', resource_key: str = 'org:resource') → EventLog | DataFrame

Filter the cases of the log which violates the four eyes principle on the provided activities.

Parameters:

• log – event log

• activity1 (str) – first activity

• activity2 (str) – second activity

• activity_key (str) – attribute to be used for the activity

• timestamp_key (str) – attribute to be used for the timestamp

• case_id_key (str) – attribute to be used as case identifier

• resource_key (str) – attribute to be used as resource

Return type:

Union[EventLog, pd.DataFrame]

import pm4py

filtered_dataframe = pm4py.filter_four_eyes_principle(dataframe, 'Act. A', 'Act. B', activity_key='concept:name', resource_key='org:resource', timestamp_key='time:timestamp', case_id_key='case:concept:name')