pm4py.statistics.attributes.common package¶

Submodules¶

pm4py.statistics.attributes.common.get 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.attributes.common.get.Parameters[source]¶

Bases: enum.Enum

An enumeration.

GRAPH_POINTS = 'graph_points'¶

POINT_TO_SAMPLE = 'points_to_sample'¶

pm4py.statistics.attributes.common.get.get_attributes_threshold(alist, decreasing_factor, min_activity_count=1, max_activity_count=25)[source]¶

Get attributes cutting threshold

Parameters:	alist – Sorted attributes list decreasing_factor – Decreasing factor of the algorithm min_activity_count – Minimum number of activities to include max_activity_count – Maximum number of activities to include
Returns:	Activities cutting threshold
Return type:	threshold

pm4py.statistics.attributes.common.get.get_kde_date_attribute(values, parameters=None)[source]¶

Gets the KDE estimation for the distribution of a date attribute values

Parameters:

values – Values of the date attribute value
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.attributes.common.get.get_kde_date_attribute_json(values, parameters=None)[source]¶

Gets the KDE estimation for the distribution of a date attribute values (expressed as JSON)

Parameters:	values – Values of the date attribute value 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

pm4py.statistics.attributes.common.get.get_kde_numeric_attribute(values, parameters=None)[source]¶

Gets the KDE estimation for the distribution of a numeric attribute values

Parameters:

values – Values of the numeric attribute value
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.attributes.common.get.get_kde_numeric_attribute_json(values, parameters=None)[source]¶

Gets the KDE estimation for the distribution of a numeric attribute values (expressed as JSON)

Parameters:	values – Values of the numeric attribute value 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

pm4py.statistics.attributes.common.get.get_sorted_attributes_list(attributes)[source]¶

Gets sorted attributes list

Parameters:	attributes – Dictionary of attributes associated with their count
Returns:	Sorted end attributes list
Return type:	listact

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/>.