pm4py.algo.filtering.pandas.attr_value_repetition.filter module#

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class pm4py.algo.filtering.pandas.attr_value_repetition.filter.Parameters(*values)[source]#

Bases: Enum

CASE_ID_KEY = 'pm4py:param:case_id_key'#
ATTRIBUTE_KEY = 'pm4py:param:attribute_key'#
MIN_REP = 'min_rep'#
MAX_REP = 'max_rep'#
pm4py.algo.filtering.pandas.attr_value_repetition.filter.apply(df: DataFrame, value: Any, parameters: Dict[str | Parameters, Any] | None = None) → DataFrame[source]#

Filters the trace of the dataframe where the given attribute value is repeated (in a range of repetitions that is specified by the user)

Parameters:

  • df – Dataframe

  • value – Value that is investigated

  • parameters – Parameters of the filter, including: - Parameters.ATTRIBUTE_KEY => the attribute key - Parameters.MIN_REP => minimum number of repetitions - Parameters.MAX_REP => maximum number of repetitions - Parameters.CASE_ID_KEY => the columns of the dataframe that is the case identifier

Returns:

Filtered dataframe

Return type:

filtered_df