pm4py.algo.evaluation.precision package

Subpackages

• pm4py.algo.evaluation.precision.dfg package
  • Submodules
  • pm4py.algo.evaluation.precision.dfg.algorithm module
  • Module contents
• pm4py.algo.evaluation.precision.variants package
  • Submodules
  • pm4py.algo.evaluation.precision.variants.align_etconformance module
  • pm4py.algo.evaluation.precision.variants.etconformance_token module
  • Module contents

Submodules

pm4py.algo.evaluation.precision.algorithm 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.evaluation.precision.algorithm.Variants

Bases: enum.Enum

An enumeration.

ALIGN_ETCONFORMANCE = <module 'pm4py.algo.evaluation.precision.variants.align_etconformance' from '/home/docs/checkouts/readthedocs.org/user_builds/pm4py-source/checkouts/stable/pm4py/algo/evaluation/precision/variants/align_etconformance.py'>

ETCONFORMANCE_TOKEN = <module 'pm4py.algo.evaluation.precision.variants.etconformance_token' from '/home/docs/checkouts/readthedocs.org/user_builds/pm4py-source/checkouts/stable/pm4py/algo/evaluation/precision/variants/etconformance_token.py'>

pm4py.algo.evaluation.precision.algorithm.apply(log: Union[pm4py.objects.log.obj.EventLog, pm4py.objects.log.obj.EventStream, pandas.core.frame.DataFrame], net: pm4py.objects.petri_net.obj.PetriNet, marking: pm4py.objects.petri_net.obj.Marking, final_marking: pm4py.objects.petri_net.obj.Marking, parameters: Optional[Dict[Any, Any]] = None, variant=None) → float

Method to apply ET Conformance

Parameters:

• log – Trace log

• net – Petri net

• marking – Initial marking

• final_marking – Final marking

• parameters –

  Parameters of the algorithm, including:

  pm4py.util.constants.PARAMETER_CONSTANT_ACTIVITY_KEY -> Activity key

• variant –

  Variant of the algorithm that should be applied:

  • Variants.ETCONFORMANCE_TOKEN
  • Variants.ALIGN_ETCONFORMANCE

pm4py.algo.evaluation.precision.evaluator 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.evaluation.precision.evaluator.Variants

Bases: enum.Enum

An enumeration.

ALIGN_ETCONFORMANCE = <module 'pm4py.algo.evaluation.precision.variants.align_etconformance' from '/home/docs/checkouts/readthedocs.org/user_builds/pm4py-source/checkouts/stable/pm4py/algo/evaluation/precision/variants/align_etconformance.py'>

ETCONFORMANCE_TOKEN = <module 'pm4py.algo.evaluation.precision.variants.etconformance_token' from '/home/docs/checkouts/readthedocs.org/user_builds/pm4py-source/checkouts/stable/pm4py/algo/evaluation/precision/variants/etconformance_token.py'>

pm4py.algo.evaluation.precision.evaluator.apply(log, net, marking, final_marking, parameters=None, variant=None)

Method to apply ET Conformance

Parameters:

• log – Trace log

• net – Petri net

• marking – Initial marking

• final_marking – Final marking

• parameters –

  Parameters of the algorithm, including:

  pm4py.util.constants.PARAMETER_CONSTANT_ACTIVITY_KEY -> Activity key

• variant –

  Variant of the algorithm that should be applied:

  • Variants.ETCONFORMANCE_TOKEN
  • Variants.ALIGN_ETCONFORMANCE

Deprecated since version 2.2.5: This will be removed in 3.0.0. please use pm4py.algo.evaluation.precision.algorithm instead

pm4py.algo.evaluation.precision.parameters 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.evaluation.precision.parameters.Parameters

Bases: enum.Enum

An enumeration.

ACTIVITY_KEY = 'pm4py:param:activity_key'

CLEANING_TOKEN_FLOOD = 'cleaning_token_flood'

CORES = 'cores'

MULTIPROCESSING = 'multiprocessing'

SHOW_PROGRESS_BAR = 'show_progress_bar'

TOKEN_REPLAY_VARIANT = 'token_replay_variant'

pm4py.algo.evaluation.precision.utils 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/>.

pm4py.algo.evaluation.precision.utils.form_fake_log(prefixes_keys, activity_key='concept:name')

Form fake log for replay (putting each prefix as separate trace to align)

Parameters:

• prefixes_keys – Keys of the prefixes (to form a log with a given order)
• activity_key – Activity key (must be provided if different from concept:name)

pm4py.algo.evaluation.precision.utils.get_log_prefixes(log, activity_key='concept:name')

Get log prefixes

Parameters:

• log – Trace log
• activity_key – Activity key (must be provided if different from concept:name)

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/>.