pm4py.algo.filtering.pandas.attr_value_repetition package

Submodules

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

class pm4py.algo.filtering.pandas.attr_value_repetition.filter.Parameters(value)[source]

Bases: enum.Enum

An enumeration.

ATTRIBUTE_KEY = 'pm4py:param:attribute_key'
CASE_ID_KEY = 'case_id_glue'
MAX_REP = 'max_rep'
MIN_REP = 'min_rep'
pm4py.algo.filtering.pandas.attr_value_repetition.filter.apply(df: pandas.core.frame.DataFrame, value: Any, parameters: Optional[Dict[str, Any]] = None) → pandas.core.frame.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

Module contents