pm4py.algo.filtering.pandas.attr_value_repetition 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/>.

Submodules#

pm4py.algo.filtering.pandas.attr_value_repetition.filter 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.filtering.pandas.attr_value_repetition.filter.Parameters(value)[source]#

Bases: Enum

An enumeration.

CASE_ID_KEY = 'pm4py:param:case_id_key'#
ATTRIBUTE_KEY = 'pm4py:param:attribute_key'#
MIN_REP = 'min_rep'#
MAX_REP = 'max_rep'#
pm4py.algo.filtering.pandas.attr_value_repetition.filter.apply(df: DataFrame, value: Any, parameters: Optional[Dict[Union[str, Parameters], Any]] = None) DataFrame[source]#

Filters the trace of the dataframe where the given attribute value is repeated (in a range of repetitions that is specified by the user)

Parameters#

df

Dataframe

value

Value that is investigated

parameters

Parameters of the filter, including: - Parameters.ATTRIBUTE_KEY => the attribute key - Parameters.MIN_REP => minimum number of repetitions - Parameters.MAX_REP => maximum number of repetitions - Parameters.CASE_ID_KEY => the columns of the dataframe that is the case identifier

Returns#

filtered_df

Filtered dataframe