pm4py.algo.organizational_mining.roles.variants package#

This file is part of PM4Py (More Info: https://pm4py.fit.fraunhofer.de).

PM4Py is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

PM4Py is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

You should have received a copy of the GNU General Public License along with PM4Py. If not, see <https://www.gnu.org/licenses/>.

Submodules#

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

This file is part of PM4Py (More Info: https://pm4py.fit.fraunhofer.de).

PM4Py is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

PM4Py is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

You should have received a copy of the GNU General Public License along with PM4Py. If not, see <https://www.gnu.org/licenses/>.

class pm4py.algo.organizational_mining.roles.variants.log.Parameters(value)[source]#

Bases: Enum

An enumeration.

ROLES_THRESHOLD_PARAMETER = 'roles_threshold_parameter'#
RESOURCE_KEY = 'pm4py:param:resource_key'#
ACTIVITY_KEY = 'pm4py:param:activity_key'#
pm4py.algo.organizational_mining.roles.variants.log.apply(log: EventLog, parameters: Optional[Dict[Union[str, Parameters], Any]] = None) List[Role][source]#

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

Parameters#

log

Log object

parameters

Possible parameters of the algorithm

Returns#

roles

List of different roles inside the log

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

This file is part of PM4Py (More Info: https://pm4py.fit.fraunhofer.de).

PM4Py is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

PM4Py is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

You should have received a copy of the GNU General Public License along with PM4Py. If not, see <https://www.gnu.org/licenses/>.

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

Bases: Enum

An enumeration.

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: Optional[Dict[Union[str, Parameters], Any]] = 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#

roles

List of different roles inside the log