pm4py.statistics.variants.pandas.get module#

pm4py.statistics.variants.pandas.get.get_variants_count(df: DataFrame, parameters: Dict[Any, Any] | None = None) → Dict[str, int] | Dict[List[str], int][source]#

Gets the dictionary of variants from the current dataframe

Parameters:

  • df – Dataframe

  • parameters –

    Possible parameters of the algorithm, including:

    Parameters.ACTIVITY_KEY -> Column that contains the activity

Returns:

Dictionary of variants in the log

Return type:

variants_set

pm4py.statistics.variants.pandas.get.get_variants_set(df: DataFrame, parameters: Dict[Any, Any] | None = None) → Set[str] | Set[List[str]][source]#

Gets the set of variants from the current dataframe

Parameters:

  • df – Dataframe

  • parameters –

    Possible parameters of the algorithm, including:

    Parameters.ACTIVITY_KEY -> Column that contains the activity

Returns:

Set of variants in the log

Return type:

variants_set