pm4py.filtering

The pm4py.filtering module contains the filtering features offered in pm4py

Functions

filter_activities_rework(log, activity[, ...])	Filters the event log, keeping the cases where the specified activity occurs at least min_occurrences times.
filter_activity_done_different_resources(...)	Filters the cases where an activity is repeated by different resources.
filter_between(log, act1, act2[, ...])	Finds all the sub-cases leading from an event with activity "act1" to an event with activity "act2" in the log, and returns a log containing only them.
filter_case_performance(log, ...[, ...])	Filters the event log, keeping the cases having a duration (the timestamp of the last event minus the timestamp of the first event) included between min_performance and max_performance
filter_case_size(log, min_size, max_size[, ...])	Filters the event log, keeping the cases having a length (number of events) included between min_size and max_size
filter_directly_follows_relation(log, relations)	Retain traces that contain any of the specified 'directly follows' relations.
filter_end_activities(log, activities[, ...])	Filter cases having an end activity in the provided list
filter_event_attribute_values(log, ...[, ...])	Filter a log object on the values of some event attribute
filter_eventually_follows_relation(log, ...)	Retain traces that contain any of the specified 'eventually follows' relations.
filter_four_eyes_principle(log, activity1, ...)	Filter the cases of the log which violates the four eyes principle on the provided activities.
filter_log_relative_occurrence_event_attribute(...)	Filters the event log keeping only the events having an attribute value which occurs: - in at least the specified (min_relative_stake) percentage of events, when level="events" - in at least the specified (min_relative_stake) percentage of cases, when level="cases"
filter_ocel_cc_activity(ocel, activity)	Filters the objects belonging to the connected components having at least an event with the provided activity.
filter_ocel_cc_length(ocel, min_cc_length, ...)	Keeps only the objects in an OCEL belonging to a connected component with a length falling in a specified range
filter_ocel_cc_object(ocel, object_id[, ...])	Returns the connected component of the object-centric event log to which the object with the provided identifier belongs.
filter_ocel_cc_otype(ocel, otype[, positive])	Filters the objects belonging to the connected components having at least an object of the provided object type.
filter_ocel_end_events_per_object_type(ocel, ...)	Filters the events in which an object for the given object type terminates its lifecycle.
filter_ocel_event_attribute(ocel, ...[, ...])	Filters the object-centric event log on the provided event attributes values
filter_ocel_events(ocel, event_identifiers)	Filters the event identifiers of an object-centric event log.
filter_ocel_events_timestamp(ocel, ...[, ...])	Filters the object-centric event log keeping events in the provided timestamp range
filter_ocel_object_attribute(ocel, ...[, ...])	Filters the object-centric event log on the provided object attributes values
filter_ocel_object_per_type_count(ocel, ...)	Filters the events of the object-centric logs which are related to at least the specified amount of objects per type.
filter_ocel_object_types(ocel, obj_types[, ...])	Filters the object types of an object-centric event log.
filter_ocel_object_types_allowed_activities(...)	Filters an object-centric event log keeping only the specified object types with the specified activity set (filters out the rest).
filter_ocel_objects(ocel, object_identifiers)	Filters the object identifiers of an object-centric event log.
filter_ocel_start_events_per_object_type(...)	Filters the events in which a new object for the given object type is spawn.
filter_paths_performance(log, path, ...[, ...])	Filters the event log, either: - (keep=True) keeping the cases having the specified path (tuple of 2 activities) with a duration included between min_performance and max_performance - (keep=False) discarding the cases having the specified path with a duration included between min_performance and max_performance
filter_prefixes(log, activity[, strict, ...])	Filters the log, keeping the prefixes to a given activity.
filter_start_activities(log, activities[, ...])	Filter cases having a start activity in the provided list
filter_suffixes(log, activity[, strict, ...])	Filters the log, keeping the suffixes from a given activity.
filter_time_range(log, dt1, dt2[, mode, ...])	Filter a log on a time interval
filter_trace_attribute_values(log, ...[, ...])	Filter a log on the values of a trace attribute
filter_trace_segments(log, admitted_traces)	Filters an event log on a set of traces.
filter_variants(log, variants[, retain, ...])	Filter a log on a specified set of variants
filter_variants_by_coverage_percentage(log, ...)	Filters the variants of the log by a coverage percentage (e.g., if min_coverage_percentage=0.4, and we have a log with 1000 cases, of which 500 of the variant 1, 400 of the variant 2, and 100 of the variant 3, the filter keeps only the traces of variant 1 and variant 2).
filter_variants_by_maximum_coverage_percentage(...)	Filters the variants of the log by a maximum coverage percentage (e.g., if max_coverage_percentage=0.4, and we have a log with 1000 cases, of which 500 of the variant 1, 400 of the variant 2, and 100 of the variant 3, the filter keeps only the traces of variant 2 and variant 3).
filter_variants_top_k(log, k[, ...])	Keeps the top-k variants of the log