pm4py.algo.organizational_mining.roles.variants.pandas module#

PM4Py – A Process Mining Library for Python

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class pm4py.algo.organizational_mining.roles.variants.pandas.Parameters(*values)[source]#

Bases: Enum

ROLES_THRESHOLD_PARAMETER = 'roles_threshold_parameter'#
RESOURCE_KEY = 'pm4py:param:resource_key'#
ACTIVITY_KEY = 'pm4py:param:activity_key'#
pm4py.algo.organizational_mining.roles.variants.pandas.apply(df: DataFrame, parameters: Dict[str | Parameters, Any] | None = None) → List[Role][source]#

Gets the roles (group of different activities done by similar resources) out of the log

Parameters:

  • df – Pandas dataframe

  • parameters – Possible parameters of the algorithm

Returns:

List of different roles inside the log

Return type:

roles