pm4py.algo.transformation.log_to_features.variants package

Submodules

• pm4py.algo.transformation.log_to_features.variants.event_based module
  • Parameters
    • Parameters.STR_EVENT_ATTRIBUTES
    • Parameters.NUM_EVENT_ATTRIBUTES
    • Parameters.FEATURE_NAMES
    • Parameters.MIN_NUM_DIFF_STR_VALUES
    • Parameters.MAX_NUM_DIFF_STR_VALUES
  • extract_all_ev_features_names_from_log()
  • extract_features()
  • apply()
• pm4py.algo.transformation.log_to_features.variants.temporal module
  • Parameters
    • Parameters.ARRIVAL_RATE
    • Parameters.FINISH_RATE
    • Parameters.CASE_ID_COLUMN
    • Parameters.START_TIMESTAMP_COLUMN
    • Parameters.TIMESTAMP_COLUMN
    • Parameters.RESOURCE_COLUMN
    • Parameters.ACTIVITY_COLUMN
    • Parameters.GROUPER_FREQ
    • Parameters.SERVICE_TIME
    • Parameters.WAITING_TIME
    • Parameters.SOJOURN_TIME
    • Parameters.DIFF_START_END
  • apply()
• pm4py.algo.transformation.log_to_features.variants.trace_based module
  • Parameters
    • Parameters.ENABLE_ACTIVITY_DEF_REPRESENTATION
    • Parameters.ENABLE_SUCC_DEF_REPRESENTATION
    • Parameters.STR_TRACE_ATTRIBUTES
    • Parameters.STR_EVENT_ATTRIBUTES
    • Parameters.NUM_TRACE_ATTRIBUTES
    • Parameters.NUM_EVENT_ATTRIBUTES
    • Parameters.STR_EVSUCC_ATTRIBUTES
    • Parameters.FEATURE_NAMES
    • Parameters.ACTIVITY_KEY
    • Parameters.START_TIMESTAMP_KEY
    • Parameters.TIMESTAMP_KEY
    • Parameters.CASE_ID_KEY
    • Parameters.RESOURCE_KEY
    • Parameters.EPSILON
    • Parameters.DEFAULT_NOT_PRESENT
    • Parameters.ENABLE_ALL_EXTRA_FEATURES
    • Parameters.ENABLE_CASE_DURATION
    • Parameters.ADD_CASE_IDENTIFIER_COLUMN
    • Parameters.ENABLE_TIMES_FROM_FIRST_OCCURRENCE
    • Parameters.ENABLE_TIMES_FROM_LAST_OCCURRENCE
    • Parameters.ENABLE_DIRECT_PATHS_TIMES_LAST_OCC
    • Parameters.ENABLE_INDIRECT_PATHS_TIMES_LAST_OCC
    • Parameters.ENABLE_WORK_IN_PROGRESS
    • Parameters.ENABLE_RESOURCE_WORKLOAD
    • Parameters.ENABLE_FIRST_LAST_ACTIVITY_INDEX
    • Parameters.ENABLE_MAX_CONCURRENT_EVENTS
    • Parameters.ENABLE_MAX_CONCURRENT_EVENTS_PER_ACTIVITY
    • Parameters.CASE_ATTRIBUTE_PREFIX
  • max_concurrent_events()
  • max_concurrent_events_per_activity()
  • resource_workload()
  • work_in_progress()
  • indirect_paths_times_last_occ()
  • direct_paths_times_last_occ()
  • times_from_first_occurrence_activity_case()
  • times_from_last_occurrence_activity_case()
  • first_last_activity_index_trace()
  • case_duration()
  • get_string_trace_attribute_rep()
  • get_all_string_trace_attribute_values()
  • get_string_event_attribute_rep()
  • get_values_event_attribute_for_trace()
  • get_all_string_event_attribute_values()
  • get_string_event_attribute_succession_rep()
  • get_values_event_attribute_succession_for_trace()
  • get_all_string_event_succession_attribute_values()
  • get_numeric_trace_attribute_rep()
  • get_numeric_trace_attribute_value()
  • get_numeric_event_attribute_rep()
  • get_numeric_event_attribute_value()
  • get_numeric_event_attribute_value_trace()
  • get_default_representation_with_attribute_names()
  • get_default_representation()
  • get_representation()
  • apply()

Module contents