pm4py.filtering.filter_trace_attribute_values#
- pm4py.filtering.filter_trace_attribute_values(log: EventLog | DataFrame, attribute_key: str, values: Set[str] | List[str], retain: bool = True, case_id_key: str = 'case:concept:name') EventLog | DataFrame [source]#
Filters a log based on the values of a specified trace attribute.
- Parameters:
log – Event log or Pandas DataFrame.
attribute_key (
str
) – Attribute to filter.values – Collection of values to filter.
retain (
bool
) – Boolean value indicating whether to keep or discard matching traces.case_id_key (
str
) – Attribute to be used as case identifier.
- Returns:
Filtered event log or Pandas DataFrame.
import pm4py filtered_dataframe = pm4py.filter_trace_attribute_values( dataframe, 'case:creator', ['Mike'], case_id_key='case:concept:name' )