pm4py.algo.discovery.performance_spectrum.variants package

Submodules

pm4py.algo.discovery.performance_spectrum.variants.dataframe 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.discovery.performance_spectrum.variants.dataframe.Parameters

Bases: enum.Enum

An enumeration.

ACTIVITY_KEY = 'pm4py:param:activity_key'

ATTRIBUTE_KEY = 'pm4py:param:attribute_key'

CASE_ID_KEY = 'pm4py:param:case_id_key'

PARAMETER_SAMPLE_SIZE = 'sample_size'

SORT_LOG_REQUIRED = 'sort_log_required'

TIMESTAMP_KEY = 'pm4py:param:timestamp_key'

pm4py.algo.discovery.performance_spectrum.variants.dataframe.apply(dataframe: pandas.core.frame.DataFrame, list_activities: List[str], sample_size: int, parameters: Optional[Dict[Union[str, pm4py.algo.discovery.performance_spectrum.variants.dataframe.Parameters], Any]] = None) → Dict[str, Any]

Finds the performance spectrum provided a dataframe and a list of activities

Parameters:

• dataframe – Dataframe

• list_activities – List of activities interesting for the performance spectrum (at least two)

• sample_size – Size of the sample

• parameters –

  Parameters of the algorithm, including:

  • Parameters.ACTIVITY_KEY
  • Parameters.TIMESTAMP_KEY
  • Parameters.CASE_ID_KEY

Returns:

Points of the performance spectrum

Return type:

points

pm4py.algo.discovery.performance_spectrum.variants.dataframe_disconnected 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.discovery.performance_spectrum.variants.dataframe_disconnected.Parameters

Bases: enum.Enum

An enumeration.

ACTIVITY_KEY = 'pm4py:param:activity_key'

CASE_ID_KEY = 'pm4py:param:case_id_key'

PARAMETER_SAMPLE_SIZE = 'sample_size'

SORT_LOG_REQUIRED = 'sort_log_required'

TIMESTAMP_KEY = 'pm4py:param:timestamp_key'

pm4py.algo.discovery.performance_spectrum.variants.dataframe_disconnected.apply(dataframe: pandas.core.frame.DataFrame, list_activities: List[str], sample_size: int, parameters: Optional[Dict[Union[str, pm4py.algo.discovery.performance_spectrum.variants.dataframe_disconnected.Parameters], Any]] = None) → Dict[str, Any]

Finds the disconnected performance spectrum provided a dataframe and a list of activities

Parameters:

• dataframe – Dataframe

• list_activities – List of activities interesting for the performance spectrum (at least two)

• sample_size – Size of the sample

• parameters –

  Parameters of the algorithm, including:

  • Parameters.ACTIVITY_KEY
  • Parameters.TIMESTAMP_KEY
  • Parameters.CASE_ID_KEY

Returns:

Points of the performance spectrum

Return type:

points

pm4py.algo.discovery.performance_spectrum.variants.dataframe_disconnected.gen_patterns(pattern, length)

pm4py.algo.discovery.performance_spectrum.variants.dataframe_disconnected.shift_index(index, n)

pm4py.algo.discovery.performance_spectrum.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.discovery.performance_spectrum.variants.log.Parameters

Bases: enum.Enum

An enumeration.

ACTIVITY_KEY = 'pm4py:param:activity_key'

ATTRIBUTE_KEY = 'pm4py:param:attribute_key'

CASE_ID_KEY = 'pm4py:param:case_id_key'

PARAMETER_SAMPLE_SIZE = 'sample_size'

SORT_LOG_REQUIRED = 'sort_log_required'

TIMESTAMP_KEY = 'pm4py:param:timestamp_key'

pm4py.algo.discovery.performance_spectrum.variants.log.apply(log: pm4py.objects.log.obj.EventLog, list_activities: List[str], sample_size: int, parameters: Optional[Dict[Union[str, pm4py.algo.discovery.performance_spectrum.variants.log.Parameters], Any]] = None) → Dict[str, Any]

Finds the performance spectrum provided a log and a list of activities

Parameters:

• log – Log

• list_activities – List of activities interesting for the performance spectrum (at least two)

• sample_size – Size of the sample

• parameters –

  Parameters of the algorithm, including:

  • Parameters.ACTIVITY_KEY
  • Parameters.TIMESTAMP_KEY

Returns:

Points of the performance spectrum

Return type:

points

pm4py.algo.discovery.performance_spectrum.variants.log_disconnected 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.discovery.performance_spectrum.variants.log_disconnected.Parameters

Bases: enum.Enum

An enumeration.

ACTIVITY_KEY = 'pm4py:param:activity_key'

ATTRIBUTE_KEY = 'pm4py:param:attribute_key'

CASE_ID_KEY = 'pm4py:param:case_id_key'

PARAMETER_SAMPLE_SIZE = 'sample_size'

SORT_LOG_REQUIRED = 'sort_log_required'

TIMESTAMP_KEY = 'pm4py:param:timestamp_key'

pm4py.algo.discovery.performance_spectrum.variants.log_disconnected.apply(log: pm4py.objects.log.obj.EventLog, list_activities: List[str], sample_size: int, parameters: Optional[Dict[Union[str, pm4py.algo.discovery.performance_spectrum.variants.log_disconnected.Parameters], Any]] = None) → Dict[str, Any]

Finds the disconnected performance spectrum provided a log and a list of activities

Parameters:

• log – Log

• list_activities – List of activities interesting for the performance spectrum (at least two)

• sample_size – Size of the sample

• parameters –

  Parameters of the algorithm, including:

  • Parameters.ACTIVITY_KEY
  • Parameters.TIMESTAMP_KEY

Returns:

Points of the performance spectrum

Return type:

points

Module contents

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/>.