pm4py.filtering.filter_trace_attribute_values#
- pm4py.filtering.filter_trace_attribute_values(log: Union[EventLog, DataFrame], attribute_key: str, values: Union[Set[str], List[str]], retain: bool = True, case_id_key: str = 'case:concept:name') Union[EventLog, DataFrame] [source]#
Filter a log on the values of a trace attribute
- Parameters:
log – event log / Pandas dataframe
attribute_key (
str
) – attribute to filtervalues – collection of values to filter
retain (
bool
) – boolean value (keep/discard matching traces)case_id_key (
str
) – attribute to be used as case identifier
- Return type:
Union[EventLog, pd.DataFrame]
import pm4py filtered_dataframe = pm4py.filter_trace_attribute_values(dataframe, 'case:creator', ['Mike'], case_id_key='case:concept:name')