pm4py.statistics.traces.generic.common package

Submodules

pm4py.statistics.traces.generic.common.case_duration 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.statistics.traces.generic.common.case_duration.Parameters[source]

Bases: enum.Enum

An enumeration.

GRAPH_POINTS = 'graph_points'
POINT_TO_SAMPLE = 'points_to_sample'
pm4py.statistics.traces.generic.common.case_duration.get_kde_caseduration(duration_values, parameters=None)[source]

Gets the estimation of KDE density for the case durations calculated on the log/dataframe

Parameters:

  • duration_values – Values of duration

  • parameters –

    Possible parameters of the algorithm, including:

    graph_points -> number of points to include in the graph
Returns:

  • x – X-axis values to represent
  • y – Y-axis values to represent
pm4py.statistics.traces.generic.common.case_duration.get_kde_caseduration_json(duration_values, parameters=None)[source]

Gets the estimation of KDE density for the case durations calculated on the log/dataframe (expressed as JSON)

Parameters:

  • duration_values – Values of duration

  • parameters –

    Possible parameters of the algorithm, including:

    graph_points: number of points to include in the graph
Returns:

JSON representing the graph points
Return type:

json

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/>.