pm4py.algo.evaluation.precision 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/>.

Subpackages#

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(value)[source]#

Bases: Enum

An enumeration.

ETCONFORMANCE_TOKEN = <module 'pm4py.algo.evaluation.precision.variants.etconformance_token' from 'C:\\Users\\berti\\pm4py-core\\pm4py\\algo\\evaluation\\precision\\variants\\etconformance_token.py'>#
ALIGN_ETCONFORMANCE = <module 'pm4py.algo.evaluation.precision.variants.align_etconformance' from 'C:\\Users\\berti\\pm4py-core\\pm4py\\algo\\evaluation\\precision\\variants\\align_etconformance.py'>#
pm4py.algo.evaluation.precision.algorithm.apply(log: Union[EventLog, EventStream, DataFrame], net: PetriNet, marking: Marking, final_marking: Marking, parameters: Optional[Dict[Any, Any]] = None, variant=None) float[source]#

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.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.get_log_prefixes(log, activity_key='concept:name', case_id_key='case:concept:name')[source]#

Get log prefixes

Parameters#

log

Trace log

activity_key

Activity key (must be provided if different from concept:name)

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

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)