pm4py.statistics.traces.generic package

PM4Py – A Process Mining Library for Python

Copyright (C) 2024 Process Intelligence Solutions UG (haftungsbeschränkt)

This program is free software: you can redistribute it and/or modify it under the terms of the GNU Affero General Public License as published by the Free Software Foundation, either version 3 of the License, or any later version.

This program 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 Affero General Public License for more details.

You should have received a copy of the GNU Affero General Public License along with this program. If not, see this software project’s root or visit <https://www.gnu.org/licenses/>.

Website: https://processintelligence.solutions Contact: info@processintelligence.solutions

Subpackages

• pm4py.statistics.traces.generic.common package
  • Submodules
  • pm4py.statistics.traces.generic.common.case_duration module
    • Parameters
      • Parameters.GRAPH_POINTS
      • Parameters.POINT_TO_SAMPLE
    • get_kde_caseduration()
    • get_kde_caseduration_json()
• pm4py.statistics.traces.generic.log package
  • Submodules
  • pm4py.statistics.traces.generic.log.case_arrival module
    • Parameters
      • Parameters.ATTRIBUTE_KEY
      • Parameters.ACTIVITY_KEY
      • Parameters.TIMESTAMP_KEY
      • Parameters.CASE_ID_KEY
      • Parameters.BUSINESS_HOURS
      • Parameters.BUSINESS_HOUR_SLOTS
      • Parameters.WORKCALENDAR
    • get_case_arrival_avg()
    • get_case_dispersion_avg()
  • pm4py.statistics.traces.generic.log.case_statistics module
    • Parameters
      • Parameters.ATTRIBUTE_KEY
      • Parameters.ACTIVITY_KEY
      • Parameters.TIMESTAMP_KEY
      • Parameters.CASE_ID_KEY
      • Parameters.MAX_VARIANTS_TO_RETURN
      • Parameters.VARIANTS
      • Parameters.VAR_DURATIONS
      • Parameters.ENABLE_SORT
      • Parameters.SORT_BY_INDEX
      • Parameters.SORT_ASCENDING
      • Parameters.MAX_RET_CASES
      • Parameters.BUSINESS_HOURS
      • Parameters.BUSINESS_HOUR_SLOTS
      • Parameters.WORKCALENDAR
      • Parameters.INDEXED_LOG
    • get_variant_statistics()
    • get_cases_description()
    • index_log_caseid()
    • get_events()
    • get_all_case_durations()
    • get_first_quartile_case_duration()
    • get_median_case_duration()
    • get_kde_caseduration()
    • get_kde_caseduration_json()
• pm4py.statistics.traces.generic.pandas package
  • Submodules
  • pm4py.statistics.traces.generic.pandas.case_arrival module
    • Parameters
      • Parameters.ATTRIBUTE_KEY
      • Parameters.ACTIVITY_KEY
      • Parameters.START_TIMESTAMP_KEY
      • Parameters.TIMESTAMP_KEY
      • Parameters.CASE_ID_KEY
      • Parameters.MAX_NO_POINTS_SAMPLE
      • Parameters.KEEP_ONCE_PER_CASE
    • get_case_arrival_avg()
    • get_case_dispersion_avg()
  • pm4py.statistics.traces.generic.pandas.case_statistics module
    • Parameters
      • Parameters.ATTRIBUTE_KEY
      • Parameters.ACTIVITY_KEY
      • Parameters.TIMESTAMP_KEY
      • Parameters.CASE_ID_KEY
      • Parameters.START_TIMESTAMP_KEY
      • Parameters.MAX_VARIANTS_TO_RETURN
      • Parameters.VARIANTS_DF
      • Parameters.ENABLE_SORT
      • Parameters.SORT_BY_COLUMN
      • Parameters.SORT_ASCENDING
      • Parameters.MAX_RET_CASES
      • Parameters.BUSINESS_HOURS
      • Parameters.BUSINESS_HOUR_SLOTS
      • Parameters.WORKCALENDAR
    • get_variant_statistics()
    • get_variants_df_and_list()
    • get_cases_description()
    • get_variants_df()
    • get_variants_df_with_case_duration()
    • get_events()
    • get_kde_caseduration()
    • get_kde_caseduration_json()
    • get_all_case_durations()
    • get_first_quartile_case_duration()
    • get_median_case_duration()