Index

A

A (pm4py.algo.analysis.extended_marking_equation.variants.classic.Parameters attribute) (pm4py.algo.analysis.marking_equation.variants.classic.Parameters attribute) a_matrix (pm4py.objects.petri_net.utils.incidence_matrix.IncidenceMatrix property) A_next_B_next_C() (in module pm4py.algo.filtering.log.ltl.ltl_checker) (in module pm4py.algo.filtering.pandas.ltl.ltl_checker) (in module pm4py.algo.filtering.polars.ltl.ltl_checker) abbreviate_event_types() (in module pm4py.objects.ocel.util.ocel_type_renaming) absence_template() (in module pm4py.algo.discovery.declare.variants.classic) abstract_case() (in module pm4py.llm) abstract_declare() (in module pm4py.llm) abstract_dfg() (in module pm4py.llm) abstract_event_stream() (in module pm4py.llm) abstract_log_attributes() (in module pm4py.llm) abstract_log_features() (in module pm4py.llm) abstract_log_skeleton() (in module pm4py.llm) abstract_ocel() (in module pm4py.llm) abstract_ocel_features() (in module pm4py.llm) abstract_ocel_ocdfg() (in module pm4py.llm) abstract_petri_net() (in module pm4py.llm) abstract_temporal_profile() (in module pm4py.llm) abstract_variants() (in module pm4py.llm) abstraction_from_frequency_performance_dfg() (in module pm4py.algo.querying.llm.abstractions.log_to_dfg_descr) abstraction_from_variants_freq_perf_list() (in module pm4py.algo.querying.llm.abstractions.log_to_variants_descr) ACCEPTANCE_CONDITION (pm4py.streaming.importer.csv.variants.csv_event_stream.Parameters attribute) (pm4py.streaming.importer.xes.variants.xes_event_stream.Parameters attribute) (pm4py.streaming.importer.xes.variants.xes_trace_stream.Parameters attribute) ACT_DICT_ID (pm4py.streaming.algo.discovery.dfg.variants.frequency.Parameters attribute) act_dist() (in module pm4py.algo.clustering.trace_attribute_driven.util.filter_subsets) ACT_DIVIDER_SPACE (pm4py.visualization.performance_spectrum.variants.neato.Parameters attribute) ACT_METRIC (pm4py.visualization.ocel.ocdfg.variants.classic.Parameters attribute) (pm4py.visualization.ocel.ocdfg.variants.elkjs.Parameters attribute) act_sim() (in module pm4py.algo.clustering.trace_attribute_driven.variants.act_dist_calc) act_sim_dual() (in module pm4py.algo.clustering.trace_attribute_driven.variants.act_dist_calc) act_sim_med() (in module pm4py.algo.clustering.trace_attribute_driven.variants.act_dist_calc) act_sim_percent() (in module pm4py.algo.clustering.trace_attribute_driven.variants.act_dist_calc) act_sim_percent_avg() (in module pm4py.algo.clustering.trace_attribute_driven.variants.act_dist_calc) act_sim_percent_avg_actset() (in module pm4py.algo.clustering.trace_attribute_driven.variants.act_dist_calc) ACT_THRESHOLD (pm4py.visualization.ocel.ocdfg.variants.classic.Parameters attribute) (pm4py.visualization.ocel.ocdfg.variants.elkjs.Parameters attribute) ACTIV_FREQ (pm4py.algo.conformance.log_skeleton.variants.classic.DiscoveryOutputs attribute) (pm4py.algo.discovery.log_skeleton.variants.classic.Outputs attribute) activ_freq() (in module pm4py.algo.discovery.log_skeleton.trace_skel) (in module pm4py.algo.discovery.log_skeleton.variants.classic) ACTIVE (pm4py.streaming.stream.live_event_stream.StreamState attribute) (pm4py.streaming.stream.live_trace_stream.StreamState attribute) ACTIVITIES (pm4py.algo.conformance.footprints.util.evaluation.Outputs attribute) (pm4py.algo.conformance.footprints.util.tree_visualization.Outputs attribute) (pm4py.algo.conformance.footprints.variants.log_extensive.Outputs attribute) (pm4py.algo.conformance.footprints.variants.log_model.Outputs attribute) (pm4py.algo.conformance.footprints.variants.trace_extensive.Outputs attribute) (pm4py.algo.discovery.footprints.dfg.variants.dfg.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.entire_dataframe.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.entire_event_log.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.polars_lazyframes.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.trace_by_trace.Outputs attribute) (pm4py.algo.discovery.footprints.petri.variants.reach_graph.Outputs attribute) (pm4py.algo.discovery.footprints.powl.variants.bottomup.Outputs attribute) (pm4py.algo.discovery.footprints.tree.variants.bottomup.Outputs attribute) (pm4py.algo.reduction.process_tree.variants.tree_tr_based.Outputs attribute) (pm4py.algo.transformation.log_to_target.variants.next_activity.Parameters attribute) activities (pm4py.objects.oc_causal_net.obj.OCCausalNet property) (pm4py.objects.oc_causal_net.semantics.OCCausalNetState property) (pm4py.objects.org.roles.obj.Role attribute) ACTIVITIES_ALWAYS_HAPPENING (pm4py.algo.conformance.footprints.util.evaluation.Outputs attribute) (pm4py.algo.conformance.footprints.util.tree_visualization.Outputs attribute) (pm4py.algo.conformance.footprints.variants.log_extensive.Outputs attribute) (pm4py.algo.conformance.footprints.variants.log_model.Outputs attribute) (pm4py.algo.conformance.footprints.variants.trace_extensive.ConfOutputs attribute) (pm4py.algo.conformance.footprints.variants.trace_extensive.Outputs attribute) (pm4py.algo.discovery.footprints.dfg.variants.dfg.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.entire_dataframe.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.entire_event_log.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.polars_lazyframes.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.trace_by_trace.Outputs attribute) (pm4py.algo.discovery.footprints.petri.variants.reach_graph.Outputs attribute) (pm4py.algo.discovery.footprints.powl.variants.bottomup.Outputs attribute) (pm4py.algo.discovery.footprints.tree.variants.bottomup.Outputs attribute) (pm4py.algo.reduction.process_tree.variants.tree_tr_based.Outputs attribute) ACTIVITIES_SUFFIX (pm4py.algo.label_splitting.variants.contextual.Parameters attribute) ACTIVITY_COLUMN (pm4py.algo.transformation.log_to_features.variants.temporal.Parameters attribute) (pm4py.algo.transformation.log_to_features.variants.temporal_lazy.Parameters attribute) activity_completions() (in module pm4py.algo.organizational_mining.resource_profiles.algorithm) (in module pm4py.algo.organizational_mining.resource_profiles.variants.log) (in module pm4py.algo.organizational_mining.resource_profiles.variants.pandas) activity_count (pm4py.objects.oc_causal_net.obj.OCCausalNet property) activity_frequency() (in module pm4py.algo.organizational_mining.resource_profiles.algorithm) (in module pm4py.algo.organizational_mining.resource_profiles.variants.log) (in module pm4py.algo.organizational_mining.resource_profiles.variants.pandas) activity_id (pm4py.algo.simulation.playout.oc_causal_net.variants.extensive.Binding attribute) ACTIVITY_KEY (pm4py.algo.analysis.extended_marking_equation.variants.classic.Parameters attribute) (pm4py.algo.analysis.marking_equation.variants.classic.Parameters attribute) (pm4py.algo.clustering.trace_attribute_driven.util.filter_subsets.Parameters attribute) (pm4py.algo.clustering.trace_attribute_driven.variants.act_dist_calc.Parameters attribute) (pm4py.algo.clustering.trace_attribute_driven.variants.sim_calc.Parameters attribute) (pm4py.algo.clustering.trace_attribute_driven.variants.suc_dist_calc.Parameters attribute) (pm4py.algo.concept_drift.variants.bose.Parameters attribute) (pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal.Parameters attribute) (pm4py.algo.conformance.alignments.dfg.variants.classic.Parameters attribute) (pm4py.algo.conformance.alignments.edit_distance.variants.edit_distance.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.algorithm.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_less_memory.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_no_heuristics.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_less_memory.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_no_heuristics.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star.Parameters attribute) (pm4py.algo.conformance.alignments.process_tree.variants.approximated.original.Parameters attribute) (pm4py.algo.conformance.alignments.process_tree.variants.dynamic_programming.Parameters attribute) (pm4py.algo.conformance.alignments.process_tree.variants.milp.Parameters attribute) (pm4py.algo.conformance.alignments.process_tree.variants.search_graph_pt.Parameters attribute) (pm4py.algo.conformance.antialignments.algorithm.Parameters attribute) (pm4py.algo.conformance.declare.variants.classic.Parameters attribute) (pm4py.algo.conformance.log_skeleton.variants.classic.Parameters attribute) (pm4py.algo.conformance.multialignments.algorithm.Parameters attribute) (pm4py.algo.conformance.temporal_profile.variants.dataframe.Parameters attribute) (pm4py.algo.conformance.temporal_profile.variants.log.Parameters attribute) (pm4py.algo.conformance.tokenreplay.variants.backwards.Parameters attribute) (pm4py.algo.conformance.tokenreplay.variants.token_replay.Parameters attribute) (pm4py.algo.decision_mining.algorithm.Parameters attribute) (pm4py.algo.discovery.alpha.algorithm.Parameters attribute) activity_key (pm4py.algo.discovery.alpha.data_structures.alpha_classic_abstraction.ClassicAlphaAbstraction property) ACTIVITY_KEY (pm4py.algo.discovery.alpha.variants.classic.Parameters attribute) (pm4py.algo.discovery.alpha.variants.plus.Parameters attribute) (pm4py.algo.discovery.batches.variants.log.Parameters attribute) (pm4py.algo.discovery.batches.variants.pandas.Parameters attribute) (pm4py.algo.discovery.batches.variants.polars.Parameters attribute) (pm4py.algo.discovery.correlation_mining.variants.classic.Parameters attribute) (pm4py.algo.discovery.correlation_mining.variants.classic_split.Parameters attribute) (pm4py.algo.discovery.correlation_mining.variants.trace_based.Parameters attribute) (pm4py.algo.discovery.declare.variants.classic.Parameters attribute) (pm4py.algo.discovery.dfg.algorithm.Parameters attribute) (pm4py.algo.discovery.dfg.variants.case_attributes.Parameters attribute) (pm4py.algo.discovery.dfg.variants.clean.Parameters attribute) (pm4py.algo.discovery.dfg.variants.clean_polars.Parameters attribute) (pm4py.algo.discovery.dfg.variants.clean_time.Parameters attribute) (pm4py.algo.discovery.dfg.variants.freq_triples.Parameters attribute) (pm4py.algo.discovery.dfg.variants.native.Parameters attribute) (pm4py.algo.discovery.dfg.variants.performance.Parameters attribute) (pm4py.algo.discovery.footprints.log.variants.entire_dataframe.Parameters attribute) (pm4py.algo.discovery.footprints.log.variants.entire_event_log.Parameters attribute) (pm4py.algo.discovery.footprints.log.variants.polars_lazyframes.Parameters attribute) (pm4py.algo.discovery.footprints.log.variants.trace_by_trace.Parameters attribute) (pm4py.algo.discovery.genetic.algorithm.Parameters attribute) (pm4py.algo.discovery.heuristics.variants.classic.Parameters attribute) (pm4py.algo.discovery.heuristics.variants.plusplus.Parameters attribute) (pm4py.algo.discovery.ilp.variants.classic.Parameters attribute) (pm4py.algo.discovery.inductive.algorithm.Parameters attribute) (pm4py.algo.discovery.log_skeleton.variants.classic.Parameters attribute) (pm4py.algo.discovery.minimum_self_distance.utils.Parameters attribute) (pm4py.algo.discovery.minimum_self_distance.variants.log.Parameters attribute) (pm4py.algo.discovery.minimum_self_distance.variants.pandas.Parameters attribute) (pm4py.algo.discovery.minimum_self_distance.variants.polars.Parameters attribute) (pm4py.algo.discovery.ocel.interleavings.utils.merge_dataframe_rel_cases.Parameters attribute) (pm4py.algo.discovery.ocel.interleavings.variants.timestamp_interleavings.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.algorithm.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.dataframe.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.dataframe_disconnected.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.lazyframe.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.lazyframe_disconnected.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.log.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.log_disconnected.Parameters attribute) (pm4py.algo.discovery.temporal_profile.variants.dataframe.Parameters attribute) (pm4py.algo.discovery.temporal_profile.variants.log.Parameters attribute) (pm4py.algo.discovery.transition_system.variants.view_based.Parameters attribute) (pm4py.algo.evaluation.algorithm.Parameters attribute) (pm4py.algo.evaluation.generalization.variants.token_based.Parameters attribute) (pm4py.algo.evaluation.precision.dfg.algorithm.Parameters attribute) (pm4py.algo.evaluation.precision.variants.align_etconformance.Parameters attribute) (pm4py.algo.evaluation.precision.variants.automaton_after_align.Parameters attribute) (pm4py.algo.evaluation.precision.variants.etconformance_token.Parameters attribute) (pm4py.algo.evaluation.replay_fitness.variants.alignment_based.Parameters attribute) (pm4py.algo.evaluation.replay_fitness.variants.token_replay.Parameters attribute) (pm4py.algo.filtering.log.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.log.between.between_filter.Parameters attribute) (pm4py.algo.filtering.log.end_activities.end_activities_filter.Parameters attribute) (pm4py.algo.filtering.log.prefixes.prefix_filter.Parameters attribute) (pm4py.algo.filtering.log.rework.rework_filter.Parameters attribute) (pm4py.algo.filtering.log.start_activities.start_activities_filter.Parameters attribute) (pm4py.algo.filtering.log.suffixes.suffix_filter.Parameters attribute) (pm4py.algo.filtering.log.traces.trace_filter.Parameters attribute) (pm4py.algo.filtering.log.variants.variants_filter.Parameters attribute) (pm4py.algo.filtering.ocel.activity_type_matching.Parameters attribute) (pm4py.algo.filtering.pandas.activity_split.activity_split_filter.Parameters attribute) (pm4py.algo.filtering.pandas.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.pandas.between.between_filter.Parameters attribute) (pm4py.algo.filtering.pandas.consecutive_act_case_grouping.consecutive_act_case_grouping_filter.Parameters attribute) (pm4py.algo.filtering.pandas.end_activities.end_activities_filter.Parameters attribute) (pm4py.algo.filtering.pandas.ends_with.ends_with_filter.Parameters attribute) (pm4py.algo.filtering.pandas.prefixes.prefix_filter.Parameters attribute) (pm4py.algo.filtering.pandas.rework.rework_filter.Parameters attribute) (pm4py.algo.filtering.pandas.start_activities.start_activities_filter.Parameters attribute) (pm4py.algo.filtering.pandas.starts_with.starts_with_filter.Parameters attribute) (pm4py.algo.filtering.pandas.suffixes.suffix_filter.Parameters attribute) (pm4py.algo.filtering.pandas.timestamp_case_grouping.timestamp_case_grouping_filter.Parameters attribute) (pm4py.algo.filtering.pandas.traces.trace_filter.Parameters attribute) (pm4py.algo.filtering.pandas.variants.variants_filter.Parameters attribute) (pm4py.algo.filtering.polars.activity_split.activity_split_filter.Parameters attribute) (pm4py.algo.filtering.polars.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.polars.between.between_filter.Parameters attribute) (pm4py.algo.filtering.polars.consecutive_act_case_grouping.consecutive_act_case_grouping_filter.Parameters attribute) (pm4py.algo.filtering.polars.end_activities.end_activities_filter.Parameters attribute) (pm4py.algo.filtering.polars.ends_with.ends_with_filter.Parameters attribute) (pm4py.algo.filtering.polars.prefixes.prefix_filter.Parameters attribute) (pm4py.algo.filtering.polars.rework.rework_filter.Parameters attribute) (pm4py.algo.filtering.polars.start_activities.start_activities_filter.Parameters attribute) (pm4py.algo.filtering.polars.starts_with.starts_with_filter.Parameters attribute) (pm4py.algo.filtering.polars.suffixes.suffix_filter.Parameters attribute) (pm4py.algo.filtering.polars.timestamp_case_grouping.timestamp_case_grouping_filter.Parameters attribute) (pm4py.algo.filtering.polars.traces.trace_filter.Parameters attribute) (pm4py.algo.filtering.polars.variants.variants_filter.Parameters attribute) (pm4py.algo.label_splitting.variants.contextual.Parameters attribute) (pm4py.algo.organizational_mining.local_diagnostics.algorithm.Parameters attribute) (pm4py.algo.organizational_mining.resource_profiles.variants.log.Parameters attribute) (pm4py.algo.organizational_mining.resource_profiles.variants.pandas.Parameters attribute) (pm4py.algo.organizational_mining.roles.common.algorithm.Parameters attribute) (pm4py.algo.organizational_mining.roles.variants.log.Parameters attribute) (pm4py.algo.organizational_mining.roles.variants.pandas.Parameters attribute) (pm4py.algo.organizational_mining.sna.algorithm.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.log.handover.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.log.jointactivities.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.log.subcontracting.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.log.working_together.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.pandas.handover.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.pandas.jointactivities.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.pandas.subcontracting.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.pandas.working_together.Parameters attribute) (pm4py.algo.organizational_mining.util.Parameters attribute) (pm4py.algo.querying.llm.abstractions.case_to_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.log_to_dfg_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.log_to_variants_descr.Parameters attribute) (pm4py.algo.querying.llm.injection.db_knowledge.variants.pandas_duckdb.Parameters attribute) (pm4py.algo.querying.llm.injection.db_knowledge.variants.sqlite3_traditional.Parameters attribute) (pm4py.algo.reduction.process_tree.variants.tree_tr_based.Parameters attribute) (pm4py.algo.simulation.montecarlo.utils.replay.Parameters attribute) (pm4py.algo.simulation.montecarlo.variants.petri_semaph_fifo.Parameters attribute) (pm4py.algo.simulation.playout.dfg.variants.classic.Parameters attribute) (pm4py.algo.simulation.playout.dfg.variants.performance.Parameters attribute) (pm4py.algo.simulation.playout.petri_net.variants.basic_playout.Parameters attribute) (pm4py.algo.simulation.playout.petri_net.variants.extensive.Parameters attribute) (pm4py.algo.simulation.playout.petri_net.variants.stochastic_playout.Parameters attribute) (pm4py.algo.simulation.playout.process_tree.variants.extensive.Parameters attribute) (pm4py.algo.simulation.playout.process_tree.variants.topbottom.Parameters attribute) (pm4py.algo.transformation.log_to_features.util.locally_linear_embedding.Parameters attribute) (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) (pm4py.algo.transformation.log_to_interval_tree.variants.open_paths.Parameters attribute) (pm4py.algo.transformation.log_to_target.variants.next_activity.Parameters attribute) (pm4py.algo.transformation.log_to_trie.algorithm.Parameters attribute) (pm4py.objects.log.util.activities_to_alphabet.Parameters attribute) (pm4py.objects.log.util.artificial.Parameters attribute) (pm4py.objects.log.util.dataframe_utils.Parameters attribute) (pm4py.objects.log.util.interval_lifecycle.Parameters attribute) (pm4py.objects.log.util.pandas_numpy_variants.Parameters attribute) (pm4py.objects.ocel.util.log_ocel.Parameters attribute) (pm4py.statistics.attributes.log.get.Parameters attribute) (pm4py.statistics.attributes.pandas.get.Parameters attribute) (pm4py.statistics.attributes.polars.get.Parameters attribute) (pm4py.statistics.chaotic_activities.variants.niek_sidorova.Parameters attribute) (pm4py.statistics.concurrent_activities.log.get.Parameters attribute) (pm4py.statistics.concurrent_activities.pandas.get.Parameters attribute) (pm4py.statistics.concurrent_activities.polars.get.Parameters attribute) (pm4py.statistics.end_activities.log.get.Parameters attribute) (pm4py.statistics.end_activities.pandas.get.Parameters attribute) (pm4py.statistics.end_activities.polars.get.Parameters attribute) (pm4py.statistics.eventually_follows.log.get.Parameters attribute) (pm4py.statistics.eventually_follows.pandas.get.Parameters attribute) (pm4py.statistics.eventually_follows.polars.get.Parameters attribute) (pm4py.statistics.eventually_follows.uvcl.get.Parameters attribute) (pm4py.statistics.ocel.ot_activities.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.post.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.pre.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.prepost.Parameters attribute) (pm4py.statistics.passed_time.polars.variants.post.Parameters attribute) (pm4py.statistics.passed_time.polars.variants.pre.Parameters attribute) (pm4py.statistics.rework.cases.log.get.Parameters attribute) (pm4py.statistics.rework.cases.pandas.get.Parameters attribute) (pm4py.statistics.rework.cases.polars.get.Parameters attribute) (pm4py.statistics.rework.log.get.Parameters attribute) (pm4py.statistics.rework.pandas.get.Parameters attribute) (pm4py.statistics.rework.polars.get.Parameters attribute) (pm4py.statistics.service_time.log.get.Parameters attribute) (pm4py.statistics.service_time.pandas.get.Parameters attribute) (pm4py.statistics.service_time.polars.get.Parameters attribute) (pm4py.statistics.start_activities.log.get.Parameters attribute) (pm4py.statistics.start_activities.pandas.get.Parameters attribute) (pm4py.statistics.start_activities.polars.get.Parameters attribute) (pm4py.statistics.traces.generic.log.case_arrival.Parameters attribute) (pm4py.statistics.traces.generic.log.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.pandas.case_arrival.Parameters attribute) (pm4py.statistics.traces.generic.pandas.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.polars.case_arrival.Parameters attribute) (pm4py.statistics.traces.generic.polars.case_statistics.Parameters attribute) (pm4py.statistics.variants.log.get.Parameters attribute) (pm4py.statistics.variants.polars.get.Parameters attribute) (pm4py.streaming.algo.conformance.footprints.variants.classic.Parameters attribute) (pm4py.streaming.algo.conformance.tbr.variants.classic.Parameters attribute) (pm4py.streaming.algo.conformance.temporal.variants.classic.Parameters attribute) (pm4py.streaming.algo.discovery.dfg.variants.frequency.Parameters attribute) (pm4py.streaming.conversion.from_pandas.Parameters attribute) (pm4py.streaming.conversion.ocel_flatts_distributor.Parameters attribute) (pm4py.util.variants_util.Parameters attribute) (pm4py.visualization.dfg.variants.cost.Parameters attribute) (pm4py.visualization.dfg.variants.frequency.Parameters attribute) (pm4py.visualization.dfg.variants.performance.Parameters attribute) (pm4py.visualization.dfg.variants.timeline.Parameters attribute) (pm4py.visualization.ocel.interleavings.variants.graphviz.Parameters attribute) (pm4py.visualization.petri_net.common.visualize.Parameters attribute) (pm4py.visualization.petri_net.variants.greedy_decoration_frequency.Parameters attribute) (pm4py.visualization.petri_net.variants.greedy_decoration_performance.Parameters attribute) (pm4py.visualization.petri_net.variants.token_decoration_frequency.Parameters attribute) (pm4py.visualization.petri_net.variants.token_decoration_performance.Parameters attribute) (pm4py.visualization.petri_net.variants.wo_decoration.Parameters attribute) ACTIVITY_PERCENTAGE (pm4py.visualization.ocel.interleavings.variants.graphviz.Parameters attribute) ACTIVITY_THRESHOLD (pm4py.visualization.network_analysis.variants.frequency.Parameters attribute) (pm4py.visualization.network_analysis.variants.performance.Parameters attribute) ActivityConcurrentUVCL (class in pm4py.algo.discovery.inductive.fall_through.activity_concurrent) ActivityOncePerTraceUVCL (class in pm4py.algo.discovery.inductive.fall_through.activity_once_per_trace) acyclic_net_variants() (in module pm4py.objects.petri_net.utils.petri_utils) add() (pm4py.util.intervaltree.IntervalTree method) add_activity() (in module pm4py.visualization.ocel.ocdfg.variants.classic) add_arc() (in module pm4py.objects.oc_causal_net.variants.to_ocpn) add_arc_from_to() (in module pm4py.objects.conversion.wf_net.variants.to_powl) (in module pm4py.objects.petri_net.utils.petri_utils) (in module pm4py.objects.transition_system.utils) add_artficial_start_and_end() (in module pm4py.objects.log.util.log) add_bpmn_node() (in module pm4py.visualization.bpmn.variants.classic) ADD_CASE_IDENTIFIER_COLUMN (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) (pm4py.objects.log.util.dataframe_utils.Parameters attribute) add_concurrent_subgraphs() (in module pm4py.visualization.powl.variants.net) add_dependency() (in module pm4py.objects.ocpn.variants.to_oc_causal_net) add_duplicates() (pm4py.algo.simulation.tree_generator.variants.ptandloggenerator.GeneratedTree method) add_edge() (pm4py.objects.powl.BinaryRelation.BinaryRelation method) (pm4py.objects.powl.obj.StrictPartialOrder method) add_end_node() (in module pm4py.visualization.ocel.ocdfg.variants.classic) add_fitness_and_cost_info_to_alignments() (in module pm4py.algo.conformance.alignments.process_tree.variants.approximated.utilities) add_flow() (pm4py.objects.bpmn.obj.BPMN method) add_frequency_edge() (in module pm4py.visualization.ocel.ocdfg.variants.classic) add_in_arc() (pm4py.objects.bpmn.obj.BPMN.BPMNNode method) (pm4py.objects.ocpn.obj.OCPetriNet.Place method) (pm4py.objects.ocpn.obj.OCPetriNet.Transition method) add_inclusive_gateway() (in module pm4py.objects.conversion.process_tree.variants.to_bpmn) add_input_connection() (pm4py.objects.heuristics_net.node.Node method) add_markings() (in module pm4py.objects.petri_net.utils.align_utils) add_missing_tokens() (in module pm4py.algo.conformance.tokenreplay.variants.token_replay) add_new_start_and_end_if_needed() (in module pm4py.objects.conversion.wf_net.variants.to_powl) add_node() (in module pm4py.algo.clustering.trace_attribute_driven.merge_log.merge_log) (in module pm4py.visualization.powl.variants.net) (pm4py.algo.simulation.tree_generator.variants.ptandloggenerator.GeneratedTree method) (pm4py.objects.bpmn.obj.BPMN method) (pm4py.objects.powl.BinaryRelation.BinaryRelation method) ADD_ONLY_IF_FM_IS_REACHED (pm4py.algo.simulation.playout.petri_net.variants.basic_playout.Parameters attribute) add_operator_edge() (in module pm4py.visualization.powl.variants.basic) add_order_edge() (in module pm4py.visualization.powl.variants.basic) add_out_arc() (pm4py.objects.bpmn.obj.BPMN.BPMNNode method) (pm4py.objects.ocpn.obj.OCPetriNet.Place method) (pm4py.objects.ocpn.obj.OCPetriNet.Transition method) add_output_connection() (pm4py.objects.heuristics_net.node.Node method) add_parallel_gateway() (in module pm4py.objects.conversion.process_tree.variants.to_bpmn) add_performance_edge() (in module pm4py.visualization.ocel.ocdfg.variants.classic) add_place() (in module pm4py.objects.oc_causal_net.variants.to_ocpn) (in module pm4py.objects.petri_net.utils.petri_utils) add_singleton_partition() (in module pm4py.algo.discovery.genetic.util) add_sink() (in module pm4py.algo.discovery.alpha.variants.plus) add_source() (in module pm4py.algo.discovery.alpha.variants.plus) add_start_end_act_markers() (in module pm4py.objects.ocpn.variants.to_oc_causal_net) add_start_node() (in module pm4py.visualization.ocel.ocdfg.variants.classic) add_task() (in module pm4py.objects.conversion.process_tree.variants.to_bpmn) add_tau_task() (in module pm4py.objects.conversion.process_tree.variants.to_bpmn) add_to_most_probable_component() (in module pm4py.objects.dfg.utils.dfg_utils) ADD_TRACE_IF_TAKES_NEW_ELS_TO_DFG (pm4py.algo.simulation.playout.dfg.variants.classic.Parameters attribute) add_transition() (in module pm4py.objects.petri_net.utils.petri_utils) add_transitive_edges() (pm4py.objects.powl.BinaryRelation.BinaryRelation method) add_vector() (in module pm4py.objects.bpmn.semantics) add_waypoint() (pm4py.objects.bpmn.obj.BPMN.Flow method) (pm4py.objects.bpmn.obj.BPMNEdgeLayout method) add_xor_gateway() (in module pm4py.objects.conversion.process_tree.variants.to_bpmn) AffinityPropagation() (in module pm4py.util.ml_utils) after() (in module pm4py.algo.discovery.log_skeleton.trace_skel) after_decode() (in module pm4py.algo.conformance.log_skeleton.variants.classic) aggregate_consecutive_activities_in_variants() (in module pm4py.util.variants_util) aggregate_ev_couples() (in module pm4py.statistics.ocel.edge_metrics) aggregate_events() (in module pm4py.statistics.ocel.act_ot_dependent) (in module pm4py.statistics.ocel.act_utils) aggregate_roles_algorithm() (in module pm4py.algo.organizational_mining.roles.common.algorithm) aggregate_roles_iteration() (in module pm4py.algo.organizational_mining.roles.common.algorithm) aggregate_statistics() (in module pm4py.objects.petri_net.utils.performance_map) aggregate_stats() (in module pm4py.objects.petri_net.utils.performance_map) aggregate_total_objects() (in module pm4py.statistics.ocel.act_ot_dependent) (in module pm4py.statistics.ocel.act_utils) (in module pm4py.statistics.ocel.edge_metrics) aggregate_unique_objects() (in module pm4py.statistics.ocel.act_ot_dependent) (in module pm4py.statistics.ocel.act_utils) (in module pm4py.statistics.ocel.edge_metrics) AGGREGATION_FUNCTION (pm4py.statistics.process_cube.pandas.variants.classic.Parameters attribute) AGGREGATION_MEASURE (pm4py.algo.discovery.dfg.variants.performance.Parameters attribute) (pm4py.statistics.service_time.log.get.Parameters attribute) (pm4py.statistics.service_time.pandas.get.Parameters attribute) (pm4py.statistics.service_time.polars.get.Parameters attribute) (pm4py.visualization.dfg.variants.cost.Parameters attribute) (pm4py.visualization.dfg.variants.performance.Parameters attribute) (pm4py.visualization.network_analysis.variants.performance.Parameters attribute) (pm4py.visualization.ocel.interleavings.variants.graphviz.Parameters attribute) (pm4py.visualization.petri_net.common.visualize.Parameters attribute) (pm4py.visualization.petri_net.variants.greedy_decoration_frequency.Parameters attribute) (pm4py.visualization.petri_net.variants.greedy_decoration_performance.Parameters attribute) (pm4py.visualization.petri_net.variants.token_decoration_frequency.Parameters attribute) (pm4py.visualization.petri_net.variants.token_decoration_performance.Parameters attribute) (pm4py.visualization.petri_net.variants.wo_decoration.Parameters attribute) align() (in module pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal) (pm4py.algo.conformance.alignments.process_tree.variants.milp.ProcessTreeAligner method) ALIGN_ETCONFORMANCE (pm4py.algo.evaluation.precision.algorithm.Variants attribute) align_fake_log_stop_marking() (in module pm4py.algo.evaluation.precision.variants.align_etconformance) align_trace() (in module pm4py.algo.conformance.alignments.edit_distance.variants.edit_distance) align_trace_with_process_tree() (in module pm4py.algo.conformance.alignments.process_tree.variants.dynamic_programming) ALIGN_VARIANT (pm4py.algo.evaluation.replay_fitness.algorithm.Parameters attribute) align_variant() (in module pm4py.algo.conformance.alignments.process_tree.variants.search_graph_pt) ALIGNMENT (pm4py.algo.conformance.alignments.dfg.variants.classic.Outputs attribute) ALIGNMENT_BASED (pm4py.algo.evaluation.replay_fitness.algorithm.Variants attribute) ALIGNMENT_CRITERIA (pm4py.visualization.variants_duration.variants.classic.Parameters attribute) AlignmentNoneException ALIGNMENTS (pm4py.visualization.petri_net.visualizer.Variants attribute) all_enabled_bindings() (pm4py.objects.petri_net.saw_net.semantics.StochasticArcWeightNetSemantics class method) all_legal_bindings() (pm4py.objects.petri_net.saw_net.semantics.StochasticArcWeightNetSemantics class method) all_pairs_dijkstra() (in module pm4py.util.nx_utils) all_pairs_shortest_path() (in module pm4py.util.nx_utils) ALLOWED_TEMPLATES (pm4py.algo.discovery.declare.variants.classic.Parameters attribute) ALPHA (pm4py.algo.conformance.ocel.etot.variants.graph_comparison.Parameters attribute) (pm4py.algo.conformance.ocel.ocdfg.variants.graph_comparison.Parameters attribute) (pm4py.algo.conformance.ocel.otg.variants.graph_comparison.Parameters attribute) (pm4py.algo.discovery.ilp.variants.classic.Parameters attribute) (pm4py.statistics.chaotic_activities.variants.niek_sidorova.Parameters attribute) ALPHA_VERSION_CLASSIC (pm4py.algo.discovery.alpha.algorithm.Variants attribute) ALPHA_VERSION_PLUS (pm4py.algo.discovery.alpha.algorithm.Variants attribute) alphabet (pm4py.algo.simulation.tree_generator.variants.ptandloggenerator.GeneratedTree attribute) altprecedence_template_step1() (in module pm4py.algo.discovery.declare.variants.classic) altprecedence_template_step2() (in module pm4py.algo.discovery.declare.variants.classic) altresponse_template_step1() (in module pm4py.algo.discovery.declare.variants.classic) altresponse_template_step2() (in module pm4py.algo.discovery.declare.variants.classic) altsuccession_template() (in module pm4py.algo.discovery.declare.variants.classic) ALWAYS_AFTER (pm4py.algo.conformance.log_skeleton.variants.classic.DiscoveryOutputs attribute) (pm4py.algo.discovery.log_skeleton.variants.classic.Outputs attribute) always_after() (in module pm4py.algo.discovery.log_skeleton.variants.classic) ALWAYS_BEFORE (pm4py.algo.conformance.log_skeleton.variants.classic.DiscoveryOutputs attribute) (pm4py.algo.discovery.log_skeleton.variants.classic.Outputs attribute) always_before() (in module pm4py.algo.discovery.log_skeleton.variants.classic) amortized_priority() (pm4py.objects.petri_net.saw_net.semantics.StochasticArcWeightNetSemantics class method) ancestors() (in module pm4py.util.nx_utils) ANCESTORS_DESCENDANTS (pm4py.algo.transformation.ocel.split_ocel.algorithm.Variants attribute) AND_MEASURE_THRESH (pm4py.algo.discovery.heuristics.variants.classic.Parameters attribute) (pm4py.algo.discovery.heuristics.variants.plusplus.Parameters attribute) ANNOTATE_FREQUENCY (pm4py.visualization.ocel.eve_to_obj_types.variants.graphviz.Parameters attribute) ANNOTATION (pm4py.visualization.ocel.interleavings.variants.graphviz.Parameters attribute) (pm4py.visualization.ocel.ocdfg.variants.classic.Parameters attribute) (pm4py.visualization.ocel.ocdfg.variants.elkjs.Parameters attribute) anonymize_differential_privacy() (in module pm4py.privacy) ANTHROPIC_MODEL (pm4py.algo.querying.llm.connectors.anthropic.Parameters attribute) anthropic_query() (in module pm4py.llm) API_KEY (pm4py.algo.querying.llm.connectors.anthropic.Parameters attribute) (pm4py.algo.querying.llm.connectors.google.Parameters attribute) (pm4py.algo.querying.llm.connectors.openai.Parameters attribute) API_URL (pm4py.algo.querying.llm.connectors.anthropic.Parameters attribute) (pm4py.algo.querying.llm.connectors.openai.Parameters attribute) append() (pm4py.objects.log.obj.EventStream method) (pm4py.objects.log.obj.Trace method) (pm4py.streaming.conversion.ocel_flatts_distributor.OcelFlattsDistributor method) (pm4py.streaming.stream.live_event_stream.LiveEventStream method) (pm4py.streaming.stream.live_trace_stream.LiveTraceStream method) append_tau() (pm4py.objects.conversion.process_tree.variants.to_bpmn.Counts method) apply() (in module pm4py.algo.analysis.woflan.algorithm) (in module pm4py.algo.analysis.woflan.graphs.minimal_coverability_graph.minimal_coverability_graph) (in module pm4py.algo.analysis.woflan.graphs.reachability_graph.reachability_graph) (in module pm4py.algo.analysis.woflan.not_well_handled_pairs.not_well_handled_pairs) (in module pm4py.algo.analysis.woflan.place_invariants.s_component) (in module pm4py.algo.analysis.woflan.place_invariants.uniform_invariant) (in module pm4py.algo.analysis.workflow_net.algorithm) (in module pm4py.algo.analysis.workflow_net.variants.petri_net) (in module pm4py.algo.anonymization.trace_variant_query.algorithm) (in module pm4py.algo.anonymization.trace_variant_query.variants.laplace) (in module pm4py.algo.anonymization.trace_variant_query.variants.sacofa) (in module pm4py.algo.clustering.profiles.algorithm) (in module pm4py.algo.clustering.profiles.variants.sklearn_profiles) (in module pm4py.algo.clustering.trace_attribute_driven.algorithm) (in module pm4py.algo.concept_drift.algorithm) (in module pm4py.algo.concept_drift.variants.bose) (in module pm4py.algo.conformance.alignments.decomposed.algorithm) (in module pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal) (in module pm4py.algo.conformance.alignments.dfg.algorithm) (in module pm4py.algo.conformance.alignments.dfg.variants.classic) (in module pm4py.algo.conformance.alignments.edit_distance.algorithm) (in module pm4py.algo.conformance.alignments.edit_distance.variants.edit_distance) (in module pm4py.algo.conformance.alignments.petri_net.algorithm) (in module pm4py.algo.conformance.alignments.petri_net.utils.log_enrichment) (in module pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_less_memory) (in module pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_no_heuristics) (in module pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star) (in module pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_less_memory) (in module pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_no_heuristics) (in module pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star) (in module pm4py.algo.conformance.alignments.process_tree.algorithm) (in module pm4py.algo.conformance.alignments.process_tree.util.search_graph_pt_frequency_annotation) (in module pm4py.algo.conformance.alignments.process_tree.variants.approximated.original) (in module pm4py.algo.conformance.alignments.process_tree.variants.dynamic_programming) (in module pm4py.algo.conformance.alignments.process_tree.variants.milp) (in module pm4py.algo.conformance.alignments.process_tree.variants.search_graph_pt) (in module pm4py.algo.conformance.antialignments.algorithm) (in module pm4py.algo.conformance.antialignments.variants.discounted_a_star) (in module pm4py.algo.conformance.declare.algorithm) (in module pm4py.algo.conformance.declare.variants.classic) (in module pm4py.algo.conformance.footprints.algorithm) (in module pm4py.algo.conformance.footprints.util.tree_visualization) (in module pm4py.algo.conformance.footprints.variants.log_extensive) (in module pm4py.algo.conformance.footprints.variants.log_model) (in module pm4py.algo.conformance.footprints.variants.trace_extensive) (in module pm4py.algo.conformance.log_skeleton.algorithm) (in module pm4py.algo.conformance.multialignments.algorithm) (in module pm4py.algo.conformance.multialignments.variants.discounted_a_star) (in module pm4py.algo.conformance.ocel.etot.algorithm) (in module pm4py.algo.conformance.ocel.etot.variants.graph_comparison) (in module pm4py.algo.conformance.ocel.ocdfg.algorithm) (in module pm4py.algo.conformance.ocel.ocdfg.variants.graph_comparison) (in module pm4py.algo.conformance.ocel.otg.algorithm) (in module pm4py.algo.conformance.ocel.otg.variants.graph_comparison) (in module pm4py.algo.conformance.temporal_profile.algorithm) (in module pm4py.algo.conformance.temporal_profile.variants.dataframe) (in module pm4py.algo.conformance.temporal_profile.variants.log) (in module pm4py.algo.conformance.tokenreplay.algorithm) (in module pm4py.algo.conformance.tokenreplay.variants.backwards) (in module pm4py.algo.conformance.tokenreplay.variants.token_replay) (in module pm4py.algo.connectors.algorithm) (in module pm4py.algo.connectors.variants.camunda_workflow) (in module pm4py.algo.connectors.variants.chrome_history) (in module pm4py.algo.connectors.variants.firefox_history) (in module pm4py.algo.connectors.variants.github_repo) (in module pm4py.algo.connectors.variants.outlook_calendar) (in module pm4py.algo.connectors.variants.outlook_mail_extractor) (in module pm4py.algo.connectors.variants.sap_accounting) (in module pm4py.algo.connectors.variants.sap_o2c) (in module pm4py.algo.connectors.variants.windows_events) (in module pm4py.algo.decision_mining.algorithm) (in module pm4py.algo.discovery.alpha.algorithm) (in module pm4py.algo.discovery.alpha.variants.classic) (in module pm4py.algo.discovery.alpha.variants.plus) (in module pm4py.algo.discovery.batches.algorithm) (in module pm4py.algo.discovery.batches.variants.log) (in module pm4py.algo.discovery.batches.variants.pandas) (in module pm4py.algo.discovery.batches.variants.polars) (in module pm4py.algo.discovery.causal.algorithm) (in module pm4py.algo.discovery.causal.variants.alpha) (in module pm4py.algo.discovery.causal.variants.heuristic) (in module pm4py.algo.discovery.correlation_mining.algorithm) (in module pm4py.algo.discovery.correlation_mining.variants.classic) (in module pm4py.algo.discovery.correlation_mining.variants.classic_split) (in module pm4py.algo.discovery.correlation_mining.variants.trace_based) (in module pm4py.algo.discovery.declare.algorithm) (in module pm4py.algo.discovery.declare.variants.classic) (in module pm4py.algo.discovery.dfg.algorithm) (in module pm4py.algo.discovery.dfg.variants.case_attributes) (in module pm4py.algo.discovery.dfg.variants.clean) (in module pm4py.algo.discovery.dfg.variants.clean_polars) (in module pm4py.algo.discovery.dfg.variants.clean_time) (in module pm4py.algo.discovery.dfg.variants.freq_triples) (in module pm4py.algo.discovery.dfg.variants.native) (in module pm4py.algo.discovery.dfg.variants.performance) (in module pm4py.algo.discovery.footprints.algorithm) (in module pm4py.algo.discovery.footprints.dfg.variants.dfg) (in module pm4py.algo.discovery.footprints.log.variants.entire_dataframe) (in module pm4py.algo.discovery.footprints.log.variants.entire_event_log) (in module pm4py.algo.discovery.footprints.log.variants.polars_lazyframes) (in module pm4py.algo.discovery.footprints.log.variants.trace_by_trace) (in module pm4py.algo.discovery.footprints.petri.variants.reach_graph) (in module pm4py.algo.discovery.footprints.powl.variants.bottomup) (in module pm4py.algo.discovery.footprints.tree.variants.bottomup) (in module pm4py.algo.discovery.genetic.algorithm) (in module pm4py.algo.discovery.genetic.variants.classic) (in module pm4py.algo.discovery.heuristics.algorithm) (in module pm4py.algo.discovery.heuristics.variants.classic) (in module pm4py.algo.discovery.heuristics.variants.plusplus) (in module pm4py.algo.discovery.ilp.algorithm) (in module pm4py.algo.discovery.ilp.variants.classic) (in module pm4py.algo.discovery.inductive.algorithm) (in module pm4py.algo.discovery.log_skeleton.algorithm) (in module pm4py.algo.discovery.log_skeleton.variants.classic) (in module pm4py.algo.discovery.minimum_self_distance.algorithm) (in module pm4py.algo.discovery.minimum_self_distance.variants.log) (in module pm4py.algo.discovery.minimum_self_distance.variants.pandas) (in module pm4py.algo.discovery.minimum_self_distance.variants.polars) (in module pm4py.algo.discovery.ocel.etot.algorithm) (in module pm4py.algo.discovery.ocel.etot.variants.classic) (in module pm4py.algo.discovery.ocel.interleavings.algorithm) (in module pm4py.algo.discovery.ocel.interleavings.variants.timestamp_interleavings) (in module pm4py.algo.discovery.ocel.link_analysis.algorithm) (in module pm4py.algo.discovery.ocel.link_analysis.variants.classic) (in module pm4py.algo.discovery.ocel.ocdfg.algorithm) (in module pm4py.algo.discovery.ocel.ocdfg.variants.classic) (in module pm4py.algo.discovery.ocel.ocpn.algorithm) (in module pm4py.algo.discovery.ocel.ocpn.variants.classic) (in module pm4py.algo.discovery.ocel.otg.algorithm) (in module pm4py.algo.discovery.ocel.otg.variants.classic) (in module pm4py.algo.discovery.ocel.saw_nets.algorithm) (in module pm4py.algo.discovery.ocel.saw_nets.variants.classic) (in module pm4py.algo.discovery.performance_spectrum.algorithm) (in module pm4py.algo.discovery.performance_spectrum.variants.dataframe) (in module pm4py.algo.discovery.performance_spectrum.variants.dataframe_disconnected) (in module pm4py.algo.discovery.performance_spectrum.variants.lazyframe) (in module pm4py.algo.discovery.performance_spectrum.variants.lazyframe_disconnected) (in module pm4py.algo.discovery.performance_spectrum.variants.log) (in module pm4py.algo.discovery.performance_spectrum.variants.log_disconnected) (in module pm4py.algo.discovery.powl.algorithm) (in module pm4py.algo.discovery.temporal_profile.algorithm) (in module pm4py.algo.discovery.temporal_profile.variants.dataframe) (in module pm4py.algo.discovery.temporal_profile.variants.log) (in module pm4py.algo.discovery.transition_system.algorithm) (in module pm4py.algo.discovery.transition_system.variants.view_based) (in module pm4py.algo.evaluation.algorithm) (in module pm4py.algo.evaluation.earth_mover_distance.algorithm) (in module pm4py.algo.evaluation.earth_mover_distance.variants.pyemd) (in module pm4py.algo.evaluation.generalization.algorithm) (in module pm4py.algo.evaluation.generalization.variants.token_based) (in module pm4py.algo.evaluation.precision.algorithm) (in module pm4py.algo.evaluation.precision.dfg.algorithm) (in module pm4py.algo.evaluation.precision.variants.align_etconformance) (in module pm4py.algo.evaluation.precision.variants.automaton_after_align) (in module pm4py.algo.evaluation.precision.variants.etconformance_token) (in module pm4py.algo.evaluation.replay_fitness.algorithm) (in module pm4py.algo.evaluation.replay_fitness.variants.alignment_based) (in module pm4py.algo.evaluation.replay_fitness.variants.token_replay) (in module pm4py.algo.evaluation.simplicity.algorithm) (in module pm4py.algo.evaluation.simplicity.variants.arc_degree) (in module pm4py.algo.evaluation.simplicity.variants.extended_cardoso) (in module pm4py.algo.evaluation.simplicity.variants.extended_cyclomatic) (in module pm4py.algo.filtering.log.attr_value_repetition.filter) (in module pm4py.algo.filtering.log.attributes.attributes_filter) (in module pm4py.algo.filtering.log.between.between_filter) (in module pm4py.algo.filtering.log.cases.case_filter) (in module pm4py.algo.filtering.log.end_activities.end_activities_filter) (in module pm4py.algo.filtering.log.paths.paths_filter) (in module pm4py.algo.filtering.log.prefixes.prefix_filter) (in module pm4py.algo.filtering.log.rework.rework_filter) (in module pm4py.algo.filtering.log.start_activities.start_activities_filter) (in module pm4py.algo.filtering.log.suffixes.suffix_filter) (in module pm4py.algo.filtering.log.timestamp.timestamp_filter) (in module pm4py.algo.filtering.log.traces.trace_filter) (in module pm4py.algo.filtering.log.variants.variants_filter) (in module pm4py.algo.filtering.ocel.activity_type_matching) (in module pm4py.algo.filtering.ocel.event_attributes) (in module pm4py.algo.filtering.ocel.object_attributes) (in module pm4py.algo.filtering.ocel.objects_ot_count) (in module pm4py.algo.filtering.pandas.activity_split.activity_split_filter) (in module pm4py.algo.filtering.pandas.attr_value_repetition.filter) (in module pm4py.algo.filtering.pandas.attributes.attributes_filter) (in module pm4py.algo.filtering.pandas.between.between_filter) (in module pm4py.algo.filtering.pandas.cases.case_filter) (in module pm4py.algo.filtering.pandas.consecutive_act_case_grouping.consecutive_act_case_grouping_filter) (in module pm4py.algo.filtering.pandas.end_activities.end_activities_filter) (in module pm4py.algo.filtering.pandas.ends_with.ends_with_filter) (in module pm4py.algo.filtering.pandas.paths.paths_filter) (in module pm4py.algo.filtering.pandas.prefixes.prefix_filter) (in module pm4py.algo.filtering.pandas.rework.rework_filter) (in module pm4py.algo.filtering.pandas.start_activities.start_activities_filter) (in module pm4py.algo.filtering.pandas.starts_with.starts_with_filter) (in module pm4py.algo.filtering.pandas.suffixes.suffix_filter) (in module pm4py.algo.filtering.pandas.timestamp.timestamp_filter) (in module pm4py.algo.filtering.pandas.timestamp_case_grouping.timestamp_case_grouping_filter) (in module pm4py.algo.filtering.pandas.traces.trace_filter) (in module pm4py.algo.filtering.pandas.variants.variants_filter) (in module pm4py.algo.filtering.polars.activity_split.activity_split_filter) (in module pm4py.algo.filtering.polars.attr_value_repetition.filter) (in module pm4py.algo.filtering.polars.attributes.attributes_filter) (in module pm4py.algo.filtering.polars.between.between_filter) (in module pm4py.algo.filtering.polars.cases.case_filter) (in module pm4py.algo.filtering.polars.consecutive_act_case_grouping.consecutive_act_case_grouping_filter) (in module pm4py.algo.filtering.polars.end_activities.end_activities_filter) (in module pm4py.algo.filtering.polars.ends_with.ends_with_filter) (in module pm4py.algo.filtering.polars.paths.paths_filter) (in module pm4py.algo.filtering.polars.prefixes.prefix_filter) (in module pm4py.algo.filtering.polars.rework.rework_filter) (in module pm4py.algo.filtering.polars.start_activities.start_activities_filter) (in module pm4py.algo.filtering.polars.starts_with.starts_with_filter) (in module pm4py.algo.filtering.polars.suffixes.suffix_filter) (in module pm4py.algo.filtering.polars.timestamp.timestamp_filter) (in module pm4py.algo.filtering.polars.timestamp_case_grouping.timestamp_case_grouping_filter) (in module pm4py.algo.filtering.polars.traces.trace_filter) (in module pm4py.algo.filtering.polars.variants.variants_filter) (in module pm4py.algo.label_splitting.algorithm) (in module pm4py.algo.label_splitting.variants.contextual) (in module pm4py.algo.merging.case_relations.algorithm) (in module pm4py.algo.merging.case_relations.variants.pandas) (in module pm4py.algo.organizational_mining.network_analysis.algorithm) (in module pm4py.algo.organizational_mining.network_analysis.variants.dataframe) (in module pm4py.algo.organizational_mining.roles.algorithm) (in module pm4py.algo.organizational_mining.roles.common.algorithm) (in module pm4py.algo.organizational_mining.roles.variants.log) (in module pm4py.algo.organizational_mining.roles.variants.pandas) (in module pm4py.algo.organizational_mining.sna.algorithm) (in module pm4py.algo.organizational_mining.sna.variants.log.handover) (in module pm4py.algo.organizational_mining.sna.variants.log.jointactivities) (in module pm4py.algo.organizational_mining.sna.variants.log.subcontracting) (in module pm4py.algo.organizational_mining.sna.variants.log.working_together) (in module pm4py.algo.organizational_mining.sna.variants.pandas.handover) (in module pm4py.algo.organizational_mining.sna.variants.pandas.jointactivities) (in module pm4py.algo.organizational_mining.sna.variants.pandas.subcontracting) (in module pm4py.algo.organizational_mining.sna.variants.pandas.working_together) (in module pm4py.algo.querying.llm.abstractions.case_to_descr) (in module pm4py.algo.querying.llm.abstractions.declare_to_descr) (in module pm4py.algo.querying.llm.abstractions.log_to_cols_descr) (in module pm4py.algo.querying.llm.abstractions.log_to_dfg_descr) (in module pm4py.algo.querying.llm.abstractions.log_to_fea_descr) (in module pm4py.algo.querying.llm.abstractions.log_to_variants_descr) (in module pm4py.algo.querying.llm.abstractions.logske_to_descr) (in module pm4py.algo.querying.llm.abstractions.net_to_descr) (in module pm4py.algo.querying.llm.abstractions.ocel_fea_descr) (in module pm4py.algo.querying.llm.abstractions.ocel_ocdfg_descr) (in module pm4py.algo.querying.llm.abstractions.stream_to_descr) (in module pm4py.algo.querying.llm.abstractions.tempprofile_to_descr) (in module pm4py.algo.querying.llm.connectors.anthropic) (in module pm4py.algo.querying.llm.connectors.google) (in module pm4py.algo.querying.llm.connectors.openai) (in module pm4py.algo.querying.llm.injection.algorithm) (in module pm4py.algo.querying.llm.injection.db_knowledge.algorithm) (in module pm4py.algo.querying.llm.injection.db_knowledge.variants.pandas_duckdb) (in module pm4py.algo.querying.llm.injection.db_knowledge.variants.sqlite3_traditional) (in module pm4py.algo.querying.llm.injection.pm_knowledge.algorithm) (in module pm4py.algo.querying.llm.injection.pm_knowledge.variants.ocel20) (in module pm4py.algo.querying.llm.injection.pm_knowledge.variants.traditional) (in module pm4py.algo.reduction.process_tree.reducer) (in module pm4py.algo.reduction.process_tree.variants.tree_tr_based) (in module pm4py.algo.simulation.montecarlo.algorithm) (in module pm4py.algo.simulation.montecarlo.variants.petri_semaph_fifo) (in module pm4py.algo.simulation.playout.declare.algorithm) (in module pm4py.algo.simulation.playout.declare.variants.classic) (in module pm4py.algo.simulation.playout.dfg.algorithm) (in module pm4py.algo.simulation.playout.dfg.variants.classic) (in module pm4py.algo.simulation.playout.dfg.variants.performance) (in module pm4py.algo.simulation.playout.oc_causal_net.algorithm) (in module pm4py.algo.simulation.playout.oc_causal_net.variants.extensive) (in module pm4py.algo.simulation.playout.ocpn.algorithm) (in module pm4py.algo.simulation.playout.ocpn.variants.extensive) (in module pm4py.algo.simulation.playout.petri_net.algorithm) (in module pm4py.algo.simulation.playout.petri_net.variants.basic_playout) (in module pm4py.algo.simulation.playout.petri_net.variants.extensive) (in module pm4py.algo.simulation.playout.petri_net.variants.stochastic_playout) (in module pm4py.algo.simulation.playout.process_tree.algorithm) (in module pm4py.algo.simulation.playout.process_tree.variants.basic_playout) (in module pm4py.algo.simulation.playout.process_tree.variants.extensive) (in module pm4py.algo.simulation.playout.process_tree.variants.topbottom) (in module pm4py.algo.simulation.tree_generator.algorithm) (in module pm4py.algo.simulation.tree_generator.variants.basic) (in module pm4py.algo.simulation.tree_generator.variants.ptandloggenerator) (in module pm4py.algo.transformation.log_to_features.algorithm) (in module pm4py.algo.transformation.log_to_features.util.locally_linear_embedding) (in module pm4py.algo.transformation.log_to_features.variants.event_based) (in module pm4py.algo.transformation.log_to_features.variants.temporal) (in module pm4py.algo.transformation.log_to_features.variants.temporal_lazy) (in module pm4py.algo.transformation.log_to_features.variants.trace_based) (in module pm4py.algo.transformation.log_to_interval_tree.algorithm) (in module pm4py.algo.transformation.log_to_interval_tree.variants.open_paths) (in module pm4py.algo.transformation.log_to_target.algorithm) (in module pm4py.algo.transformation.log_to_target.variants.next_activity) (in module pm4py.algo.transformation.log_to_target.variants.next_time) (in module pm4py.algo.transformation.log_to_target.variants.remaining_time) (in module pm4py.algo.transformation.log_to_trie.algorithm) (in module pm4py.algo.transformation.ocel.description.algorithm) (in module pm4py.algo.transformation.ocel.description.variants.variant1) (in module pm4py.algo.transformation.ocel.description.variants.variant2) (in module pm4py.algo.transformation.ocel.features.events.algorithm) (in module pm4py.algo.transformation.ocel.features.events.event_activity) (in module pm4py.algo.transformation.ocel.features.events.event_end_ot) (in module pm4py.algo.transformation.ocel.features.events.event_num_attributes) (in module pm4py.algo.transformation.ocel.features.events.event_num_rel_objs) (in module pm4py.algo.transformation.ocel.features.events.event_num_rel_objs_type) (in module pm4py.algo.transformation.ocel.features.events.event_start_ot) (in module pm4py.algo.transformation.ocel.features.events.event_str_attributes) (in module pm4py.algo.transformation.ocel.features.events.event_timestamp) (in module pm4py.algo.transformation.ocel.features.events.new_interactions) (in module pm4py.algo.transformation.ocel.features.events.related_objects_features) (in module pm4py.algo.transformation.ocel.features.events_objects.algorithm) (in module pm4py.algo.transformation.ocel.features.events_objects.prefix_features) (in module pm4py.algo.transformation.ocel.features.objects.algorithm) (in module pm4py.algo.transformation.ocel.features.objects.obj_con_in_graph_features) (in module pm4py.algo.transformation.ocel.features.objects.object_cobirth_graph) (in module pm4py.algo.transformation.ocel.features.objects.object_codeath_graph) (in module pm4py.algo.transformation.ocel.features.objects.object_degree_centrality) (in module pm4py.algo.transformation.ocel.features.objects.object_general_descendants_graph) (in module pm4py.algo.transformation.ocel.features.objects.object_general_inheritance_graph) (in module pm4py.algo.transformation.ocel.features.objects.object_general_interaction_graph) (in module pm4py.algo.transformation.ocel.features.objects.object_lifecycle_activities) (in module pm4py.algo.transformation.ocel.features.objects.object_lifecycle_duration) (in module pm4py.algo.transformation.ocel.features.objects.object_lifecycle_length) (in module pm4py.algo.transformation.ocel.features.objects.object_lifecycle_paths) (in module pm4py.algo.transformation.ocel.features.objects.object_lifecycle_unq_act) (in module pm4py.algo.transformation.ocel.features.objects.object_num_attributes) (in module pm4py.algo.transformation.ocel.features.objects.object_str_attributes) (in module pm4py.algo.transformation.ocel.features.objects.object_work_in_progress) (in module pm4py.algo.transformation.ocel.features.objects.objects_interaction_graph_ot) (in module pm4py.algo.transformation.ocel.features.objects.related_activities_features) (in module pm4py.algo.transformation.ocel.features.objects.related_events_features) (in module pm4py.algo.transformation.ocel.graphs.object_cobirth_graph) (in module pm4py.algo.transformation.ocel.graphs.object_codeath_graph) (in module pm4py.algo.transformation.ocel.graphs.object_descendants_graph) (in module pm4py.algo.transformation.ocel.graphs.object_inheritance_graph) (in module pm4py.algo.transformation.ocel.graphs.object_interaction_graph) (in module pm4py.algo.transformation.ocel.graphs.ocel20_computation) (in module pm4py.algo.transformation.ocel.split_ocel.algorithm) (in module pm4py.algo.transformation.ocel.split_ocel.variants.ancestors_descendants) (in module pm4py.algo.transformation.ocel.split_ocel.variants.connected_components) (in module pm4py.algo.transformation.to_embeddings.algorithm) (in module pm4py.algo.transformation.to_embeddings.util.embed_sentence) (in module pm4py.algo.transformation.to_embeddings.util.similarity) (in module pm4py.algo.transformation.to_embeddings.variants.cases_transformers) (in module pm4py.algo.transformation.to_embeddings.variants.events_transformers) (in module pm4py.objects.bpmn.exporter.exporter) (in module pm4py.objects.bpmn.exporter.variants.etree) (in module pm4py.objects.bpmn.importer.importer) (in module pm4py.objects.bpmn.importer.variants.lxml) (in module pm4py.objects.bpmn.layout.layouter) (in module pm4py.objects.bpmn.layout.variants.graphviz) (in module pm4py.objects.bpmn.layout.variants.graphviz_new) (in module pm4py.objects.bpmn.util.label_replacing) (in module pm4py.objects.bpmn.util.reduction) (in module pm4py.objects.conversion.bpmn.converter) (in module pm4py.objects.conversion.bpmn.variants.to_petri_net) (in module pm4py.objects.conversion.dfg.converter) (in module pm4py.objects.conversion.dfg.variants.to_petri_net_activity_defines_place) (in module pm4py.objects.conversion.dfg.variants.to_petri_net_invisibles_no_duplicates) (in module pm4py.objects.conversion.genetic_matrix.converter) (in module pm4py.objects.conversion.genetic_matrix.variants.to_petri_net) (in module pm4py.objects.conversion.heuristics_net.converter) (in module pm4py.objects.conversion.heuristics_net.variants.to_petri_net) (in module pm4py.objects.conversion.log.converter) (in module pm4py.objects.conversion.log.variants.df_to_event_log_1v) (in module pm4py.objects.conversion.log.variants.df_to_event_log_nv) (in module pm4py.objects.conversion.log.variants.to_data_frame) (in module pm4py.objects.conversion.log.variants.to_event_log) (in module pm4py.objects.conversion.log.variants.to_event_stream) (in module pm4py.objects.conversion.log.variants.to_nx) (in module pm4py.objects.conversion.ocel.converter) (in module pm4py.objects.conversion.ocel.variants.ocel_features_to_nx) (in module pm4py.objects.conversion.ocel.variants.ocel_to_nx) (in module pm4py.objects.conversion.powl.converter) (in module pm4py.objects.conversion.powl.variants.to_petri_net) (in module pm4py.objects.conversion.powl.variants.to_process_tree) (in module pm4py.objects.conversion.process_tree.converter) (in module pm4py.objects.conversion.process_tree.variants.to_bpmn) (in module pm4py.objects.conversion.process_tree.variants.to_petri_net) (in module pm4py.objects.conversion.process_tree.variants.to_petri_net_transition_bordered) (in module pm4py.objects.conversion.process_tree.variants.to_powl) (in module pm4py.objects.conversion.trie.converter) (in module pm4py.objects.conversion.trie.variants.to_petri_net) (in module pm4py.objects.conversion.wf_net.converter) (in module pm4py.objects.conversion.wf_net.variants.to_bpmn) (in module pm4py.objects.conversion.wf_net.variants.to_powl) (in module pm4py.objects.conversion.wf_net.variants.to_process_tree) (in module pm4py.objects.dfg.exporter.exporter) (in module pm4py.objects.dfg.exporter.variants.classic) (in module pm4py.objects.dfg.importer.importer) (in module pm4py.objects.dfg.importer.variants.classic) (in module pm4py.objects.log.exporter.xes.exporter) (in module pm4py.objects.log.exporter.xes.variants.etree_xes_exp) (in module pm4py.objects.log.exporter.xes.variants.line_by_line) (in module pm4py.objects.log.importer.xes.importer) (in module pm4py.objects.log.importer.xes.variants.chunk_regex) (in module pm4py.objects.log.importer.xes.variants.iterparse) (in module pm4py.objects.log.importer.xes.variants.iterparse_20) (in module pm4py.objects.log.importer.xes.variants.iterparse_mem_compressed) (in module pm4py.objects.log.importer.xes.variants.line_by_line) (in module pm4py.objects.log.importer.xes.variants.rustxes) (in module pm4py.objects.log.util.activities_to_alphabet) (in module pm4py.objects.log.util.move_attrs_to_trace) (in module pm4py.objects.log.util.pandas_numpy_variants) (in module pm4py.objects.oc_causal_net.converter) (in module pm4py.objects.oc_causal_net.variants.to_ocpn) (in module pm4py.objects.ocel.exporter.csv.exporter) (in module pm4py.objects.ocel.exporter.csv.variants.pandas) (in module pm4py.objects.ocel.exporter.jsonocel.exporter) (in module pm4py.objects.ocel.exporter.jsonocel.variants.classic) (in module pm4py.objects.ocel.exporter.jsonocel.variants.ocel20) (in module pm4py.objects.ocel.exporter.jsonocel.variants.ocel20_standard) (in module pm4py.objects.ocel.exporter.sqlite.exporter) (in module pm4py.objects.ocel.exporter.sqlite.variants.ocel20) (in module pm4py.objects.ocel.exporter.sqlite.variants.pandas_exporter) (in module pm4py.objects.ocel.exporter.xmlocel.exporter) (in module pm4py.objects.ocel.exporter.xmlocel.variants.classic) (in module pm4py.objects.ocel.exporter.xmlocel.variants.ocel20) (in module pm4py.objects.ocel.importer.csv.importer) (in module pm4py.objects.ocel.importer.csv.variants.pandas) (in module pm4py.objects.ocel.importer.jsonocel.importer) (in module pm4py.objects.ocel.importer.jsonocel.variants.classic) (in module pm4py.objects.ocel.importer.jsonocel.variants.ocel20_rustxes) (in module pm4py.objects.ocel.importer.jsonocel.variants.ocel20_standard) (in module pm4py.objects.ocel.importer.sqlite.importer) (in module pm4py.objects.ocel.importer.sqlite.variants.ocel20) (in module pm4py.objects.ocel.importer.sqlite.variants.pandas_importer) (in module pm4py.objects.ocel.importer.xmlocel.importer) (in module pm4py.objects.ocel.importer.xmlocel.variants.classic) (in module pm4py.objects.ocel.importer.xmlocel.variants.ocel20) (in module pm4py.objects.ocel.importer.xmlocel.variants.ocel20_rustxes) (in module pm4py.objects.ocel.util.convergence_divergence_diagnostics) (in module pm4py.objects.ocel.util.e2o_qualification) (in module pm4py.objects.ocel.util.ev_att_to_obj_type) (in module pm4py.objects.ocel.util.event_prefix_suffix_per_obj) (in module pm4py.objects.ocel.util.events_per_object_type) (in module pm4py.objects.ocel.util.events_per_type_per_activity) (in module pm4py.objects.ocel.util.explode) (in module pm4py.objects.ocel.util.names_stripping) (in module pm4py.objects.ocel.util.objects_per_type_per_activity) (in module pm4py.objects.ocel.util.ocel_consistency) (in module pm4py.objects.ocel.util.ocel_iterator) (in module pm4py.objects.ocel.util.ocel_to_dict_types_rel) (in module pm4py.objects.ocel.util.parent_children_ref) (in module pm4py.objects.ocel.util.rename_objs_ot_tim_lex) (in module pm4py.objects.ocel.validation.jsonocel) (in module pm4py.objects.ocel.validation.ocel20_rel_validation) (in module pm4py.objects.ocel.validation.xmlocel) (in module pm4py.objects.ocpn.converter) (in module pm4py.objects.ocpn.variants.to_alternative_format) (in module pm4py.objects.ocpn.variants.to_oc_causal_net) (in module pm4py.objects.petri_net.exporter.exporter) (in module pm4py.objects.petri_net.importer.importer) (in module pm4py.objects.petri_net.utils.embed_stochastic_map) (in module pm4py.objects.petri_net.utils.embeddings_similarity) (in module pm4py.objects.petri_net.utils.label_replacing) (in module pm4py.objects.powl.utils.label_replacing) (in module pm4py.objects.process_tree.exporter.exporter) (in module pm4py.objects.process_tree.exporter.variants.ptml) (in module pm4py.objects.process_tree.importer.importer) (in module pm4py.objects.process_tree.importer.variants.ptml) (in module pm4py.objects.process_tree.utils.label_replacing) (in module pm4py.statistics.chaotic_activities.algorithm) (in module pm4py.statistics.chaotic_activities.variants.niek_sidorova) (in module pm4py.statistics.concurrent_activities.log.get) (in module pm4py.statistics.concurrent_activities.pandas.get) (in module pm4py.statistics.concurrent_activities.polars.get) (in module pm4py.statistics.eventually_follows.log.get) (in module pm4py.statistics.eventually_follows.pandas.get) (in module pm4py.statistics.eventually_follows.polars.get) (in module pm4py.statistics.eventually_follows.uvcl.get) (in module pm4py.statistics.overlap.cases.log.get) (in module pm4py.statistics.overlap.cases.pandas.get) (in module pm4py.statistics.overlap.cases.polars.get) (in module pm4py.statistics.overlap.interval_events.log.get) (in module pm4py.statistics.overlap.interval_events.pandas.get) (in module pm4py.statistics.overlap.interval_events.polars.get) (in module pm4py.statistics.overlap.utils.compute) (in module pm4py.statistics.passed_time.log.algorithm) (in module pm4py.statistics.passed_time.log.variants.post) (in module pm4py.statistics.passed_time.log.variants.pre) (in module pm4py.statistics.passed_time.log.variants.prepost) (in module pm4py.statistics.passed_time.pandas.algorithm) (in module pm4py.statistics.passed_time.pandas.variants.post) (in module pm4py.statistics.passed_time.pandas.variants.pre) (in module pm4py.statistics.passed_time.pandas.variants.prepost) (in module pm4py.statistics.passed_time.polars.algorithm) (in module pm4py.statistics.passed_time.polars.variants.post) (in module pm4py.statistics.passed_time.polars.variants.pre) (in module pm4py.statistics.passed_time.polars.variants.prepost) (in module pm4py.statistics.process_cube.pandas.algorithm) (in module pm4py.statistics.process_cube.pandas.variants.classic) (in module pm4py.statistics.rework.cases.log.get) (in module pm4py.statistics.rework.cases.pandas.get) (in module pm4py.statistics.rework.cases.polars.get) (in module pm4py.statistics.rework.log.get) (in module pm4py.statistics.rework.pandas.get) (in module pm4py.statistics.rework.polars.get) (in module pm4py.statistics.service_time.log.get) (in module pm4py.statistics.service_time.pandas.get) (in module pm4py.statistics.service_time.polars.get) (in module pm4py.statistics.traces.cycle_time.log.get) (in module pm4py.statistics.traces.cycle_time.pandas.get) (in module pm4py.statistics.traces.cycle_time.polars.get) (in module pm4py.streaming.algo.conformance.declare.algorithm) (in module pm4py.streaming.algo.conformance.declare.variants.automata) (in module pm4py.streaming.algo.conformance.footprints.algorithm) (in module pm4py.streaming.algo.conformance.footprints.variants.classic) (in module pm4py.streaming.algo.conformance.tbr.algorithm) (in module pm4py.streaming.algo.conformance.tbr.variants.classic) (in module pm4py.streaming.algo.conformance.temporal.algorithm) (in module pm4py.streaming.algo.conformance.temporal.variants.classic) (in module pm4py.streaming.algo.discovery.dfg.algorithm) (in module pm4py.streaming.algo.discovery.dfg.variants.frequency) (in module pm4py.streaming.conversion.from_pandas) (in module pm4py.streaming.importer.csv.importer) (in module pm4py.streaming.importer.csv.variants.csv_event_stream) (in module pm4py.streaming.importer.xes.importer) (in module pm4py.streaming.importer.xes.variants.xes_event_stream) (in module pm4py.streaming.importer.xes.variants.xes_trace_stream) (in module pm4py.streaming.util.dictio.generator) (in module pm4py.streaming.util.dictio.versions.classic) (in module pm4py.streaming.util.dictio.versions.redis) (in module pm4py.streaming.util.dictio.versions.thread_safe) (in module pm4py.util.dt_parsing.variants.cs8601) (in module pm4py.util.dt_parsing.variants.dummy) (in module pm4py.util.dt_parsing.variants.strpfromiso) (in module pm4py.util.lp.solver) (in module pm4py.util.lp.variants.cvxopt_solver) (in module pm4py.util.lp.variants.cvxopt_solver_custom_align) (in module pm4py.util.lp.variants.cvxopt_solver_custom_align_ilp) (in module pm4py.util.lp.variants.pulp_solver) (in module pm4py.util.lp.variants.scipy_solver) (in module pm4py.visualization.align_table.variants.classic) (in module pm4py.visualization.align_table.visualizer) (in module pm4py.visualization.bpmn.variants.bpmnio_auto_layout) (in module pm4py.visualization.bpmn.variants.classic) (in module pm4py.visualization.bpmn.variants.dagrejs) (in module pm4py.visualization.bpmn.visualizer) (in module pm4py.visualization.common.svg_pos_parser) (in module pm4py.visualization.decisiontree.util.dt_to_string) (in module pm4py.visualization.decisiontree.variants.classic) (in module pm4py.visualization.decisiontree.visualizer) (in module pm4py.visualization.dfg.variants.cost) (in module pm4py.visualization.dfg.variants.frequency) (in module pm4py.visualization.dfg.variants.performance) (in module pm4py.visualization.dfg.variants.timeline) (in module pm4py.visualization.dfg.visualizer) (in module pm4py.visualization.dotted_chart.variants.classic) (in module pm4py.visualization.dotted_chart.visualizer) (in module pm4py.visualization.footprints.variants.comparison) (in module pm4py.visualization.footprints.variants.comparison_symmetric) (in module pm4py.visualization.footprints.variants.single) (in module pm4py.visualization.footprints.visualizer) (in module pm4py.visualization.graphs.visualizer) (in module pm4py.visualization.heuristics_net.variants.pydotplus_vis) (in module pm4py.visualization.heuristics_net.visualizer) (in module pm4py.visualization.network_analysis.variants.frequency) (in module pm4py.visualization.network_analysis.variants.performance) (in module pm4py.visualization.network_analysis.visualizer) (in module pm4py.visualization.networkx.variants.digraph) (in module pm4py.visualization.networkx.visualizer) (in module pm4py.visualization.ocel.eve_to_obj_types.variants.graphviz) (in module pm4py.visualization.ocel.eve_to_obj_types.visualizer) (in module pm4py.visualization.ocel.interleavings.variants.graphviz) (in module pm4py.visualization.ocel.interleavings.visualizer) (in module pm4py.visualization.ocel.object_graph.variants.graphviz) (in module pm4py.visualization.ocel.object_graph.visualizer) (in module pm4py.visualization.ocel.ocdfg.variants.classic) (in module pm4py.visualization.ocel.ocdfg.variants.elkjs) (in module pm4py.visualization.ocel.ocdfg.visualizer) (in module pm4py.visualization.ocel.ocpn.variants.brachmann) (in module pm4py.visualization.ocel.ocpn.variants.wo_decoration) (in module pm4py.visualization.ocel.ocpn.visualizer) (in module pm4py.visualization.performance_spectrum.variants.neato) (in module pm4py.visualization.performance_spectrum.visualizer) (in module pm4py.visualization.petri_net.common.visualize) (in module pm4py.visualization.petri_net.variants.alignments) (in module pm4py.visualization.petri_net.variants.greedy_decoration_frequency) (in module pm4py.visualization.petri_net.variants.greedy_decoration_performance) (in module pm4py.visualization.petri_net.variants.token_decoration_frequency) (in module pm4py.visualization.petri_net.variants.token_decoration_performance) (in module pm4py.visualization.petri_net.variants.wo_decoration) (in module pm4py.visualization.petri_net.visualizer) (in module pm4py.visualization.powl.variants.basic) (in module pm4py.visualization.powl.variants.net) (in module pm4py.visualization.powl.visualizer) (in module pm4py.visualization.process_tree.variants.frequency_annotation) (in module pm4py.visualization.process_tree.variants.symbolic) (in module pm4py.visualization.process_tree.variants.wo_decoration) (in module pm4py.visualization.process_tree.visualizer) (in module pm4py.visualization.sna.variants.networkx) (in module pm4py.visualization.sna.variants.pyvis) (in module pm4py.visualization.sna.visualizer) (in module pm4py.visualization.transition_system.variants.trans_frequency) (in module pm4py.visualization.transition_system.variants.view_based) (in module pm4py.visualization.transition_system.visualizer) (in module pm4py.visualization.trie.variants.classic) (in module pm4py.visualization.trie.visualizer) (in module pm4py.visualization.variants_duration.variants.classic) (in module pm4py.visualization.variants_duration.visualizer) (pm4py.algo.discovery.inductive.base_case.abc.BaseCase class method) (pm4py.algo.discovery.inductive.cuts.abc.Cut class method) (pm4py.algo.discovery.inductive.fall_through.abc.FallThrough class method) (pm4py.algo.discovery.inductive.fall_through.activity_concurrent.ActivityConcurrentUVCL class method) (pm4py.algo.discovery.inductive.fall_through.empty_traces.EmptyTracesDFG class method) (pm4py.algo.discovery.inductive.fall_through.empty_traces.EmptyTracesUVCL class method) (pm4py.algo.discovery.inductive.fall_through.flower.FlowerModelDFG class method) (pm4py.algo.discovery.inductive.fall_through.flower.FlowerModelUVCL class method) (pm4py.algo.discovery.inductive.fall_through.strict_tau_loop.StrictTauLoopUVCL class method) (pm4py.algo.discovery.inductive.variants.abc.InductiveMinerFramework method) (pm4py.algo.discovery.inductive.variants.im.IMUVCL method) (pm4py.algo.discovery.inductive.variants.imd.IMD method) (pm4py.algo.discovery.inductive.variants.imf.IMFUVCL method) (pm4py.algo.discovery.powl.inductive.base_case.abc.BaseCase class method) (pm4py.algo.discovery.powl.inductive.cuts.concurrency.POWLConcurrencyCut class method) (pm4py.algo.discovery.powl.inductive.cuts.loop.POWLLoopCut class method) (pm4py.algo.discovery.powl.inductive.cuts.sequence.POWLSequenceCut class method) (pm4py.algo.discovery.powl.inductive.cuts.xor.POWLExclusiveChoiceCut class method) (pm4py.algo.discovery.powl.inductive.fall_through.activity_concurrent.POWLActivityConcurrentUVCL class method) (pm4py.algo.discovery.powl.inductive.fall_through.activity_once_per_trace.POWLActivityOncePerTraceUVCL class method) (pm4py.algo.discovery.powl.inductive.fall_through.empty_traces.POWLEmptyTracesUVCL class method) (pm4py.algo.discovery.powl.inductive.fall_through.flower.POWLFlowerModelUVCL class method) (pm4py.algo.discovery.powl.inductive.fall_through.strict_tau_loop.POWLStrictTauLoopUVCL class method) (pm4py.algo.discovery.powl.inductive.variants.brute_force.bf_partial_order_cut.BruteForcePartialOrderCut class method) (pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering.dynamic_clustering_partial_order_cut.DynamicClusteringPartialOrderCut class method) (pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering_frequency.dynamic_clustering_frequency_partial_order_cut.DynamicClusteringFrequencyPartialOrderCut class method) (pm4py.algo.discovery.powl.inductive.variants.im_tree.IMBasePOWL method) (pm4py.algo.discovery.powl.inductive.variants.maximal.maximal_partial_order_cut.MaximalPartialOrderCut class method)

apply_a_rule() (in module pm4py.objects.petri_net.utils.reduction) apply_activity_set() (in module pm4py.algo.filtering.polars.rework.rework_filter) apply_actlist() (in module pm4py.algo.conformance.log_skeleton.variants.classic) apply_auto_filter() (in module pm4py.algo.filtering.log.cases.case_filter) (in module pm4py.algo.filtering.log.timestamp.timestamp_filter) (in module pm4py.algo.filtering.pandas.cases.case_filter) (in module pm4py.algo.filtering.pandas.timestamp.timestamp_filter) (in module pm4py.algo.filtering.polars.cases.case_filter) (in module pm4py.algo.filtering.polars.timestamp.timestamp_filter) (in module pm4py.algo.filtering.polars.variants.variants_filter) apply_base_cases() (pm4py.algo.discovery.inductive.base_case.factory.BaseCaseFactory class method) (pm4py.algo.discovery.inductive.variants.abc.InductiveMinerFramework method) (pm4py.algo.discovery.powl.inductive.base_case.factory.BaseCaseFactory class method) (pm4py.algo.discovery.powl.inductive.variants.im_tree.IMBasePOWL method) apply_dfg() (in module pm4py.algo.discovery.alpha.algorithm) (in module pm4py.algo.discovery.alpha.variants.classic) (in module pm4py.algo.discovery.heuristics.algorithm) (in module pm4py.algo.discovery.heuristics.variants.classic) (in module pm4py.algo.discovery.heuristics.variants.plusplus) apply_dfg_sa_ea() (in module pm4py.algo.discovery.alpha.variants.classic) apply_elp_rule() (in module pm4py.objects.petri_net.utils.reduction) apply_elt_rule() (in module pm4py.objects.petri_net.utils.reduction) apply_events() (in module pm4py.algo.filtering.log.attributes.attributes_filter) (in module pm4py.algo.filtering.log.timestamp.timestamp_filter) (in module pm4py.algo.filtering.pandas.attributes.attributes_filter) (in module pm4py.algo.filtering.pandas.timestamp.timestamp_filter) (in module pm4py.algo.filtering.polars.attributes.attributes_filter) (in module pm4py.algo.filtering.polars.timestamp.timestamp_filter) apply_fpp_rule() (in module pm4py.objects.petri_net.utils.reduction) apply_fpt_rule() (in module pm4py.objects.petri_net.utils.reduction) apply_from_clustering_or_roles() (in module pm4py.algo.organizational_mining.local_diagnostics.algorithm) apply_from_group_attribute() (in module pm4py.algo.organizational_mining.local_diagnostics.algorithm) apply_from_variant() (in module pm4py.algo.conformance.alignments.dfg.variants.classic) (in module pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_less_memory) (in module pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_no_heuristics) (in module pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star) (in module pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star) apply_from_variant_list() (in module pm4py.algo.filtering.polars.variants.variants_filter) apply_from_variants_dictionary() (in module pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_no_heuristics) (in module pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star) (in module pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star) apply_from_variants_list() (in module pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal) (in module pm4py.algo.conformance.alignments.dfg.variants.classic) (in module pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_less_memory) (in module pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_no_heuristics) (in module pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star) (in module pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star) (in module pm4py.algo.conformance.alignments.process_tree.variants.approximated.original) (in module pm4py.algo.conformance.alignments.process_tree.variants.search_graph_pt) (in module pm4py.algo.conformance.log_skeleton.algorithm) (in module pm4py.algo.conformance.log_skeleton.variants.classic) (in module pm4py.algo.discovery.log_skeleton.algorithm) (in module pm4py.algo.discovery.log_skeleton.variants.classic) apply_from_variants_list_dfg_string() (in module pm4py.algo.conformance.alignments.dfg.variants.classic) apply_from_variants_list_petri_string() (in module pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal) (in module pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_less_memory) (in module pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_no_heuristics) (in module pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star) (in module pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star) apply_from_variants_list_petri_string_mprocessing() (in module pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_no_heuristics) (in module pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star) (in module pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star) apply_from_variants_tree_string() (in module pm4py.algo.conformance.alignments.process_tree.variants.approximated.original) apply_fsp_rule() (in module pm4py.objects.petri_net.utils.reduction) apply_fst_rule() (in module pm4py.objects.petri_net.utils.reduction) apply_heu() (in module pm4py.algo.discovery.heuristics.algorithm) (in module pm4py.algo.discovery.heuristics.variants.classic) (in module pm4py.algo.discovery.heuristics.variants.plusplus) apply_heu_dfg() (in module pm4py.algo.discovery.heuristics.algorithm) (in module pm4py.algo.discovery.heuristics.variants.classic) (in module pm4py.algo.discovery.heuristics.variants.plusplus) apply_heu_pandas() (in module pm4py.algo.discovery.heuristics.variants.classic) (in module pm4py.algo.discovery.heuristics.variants.plusplus) apply_hidden_trans() (in module pm4py.algo.conformance.tokenreplay.variants.token_replay) apply_laplace_noise_tf() (in module pm4py.algo.anonymization.trace_variant_query.variants.laplace) (in module pm4py.algo.anonymization.trace_variant_query.variants.sacofa) apply_list() (in module pm4py.algo.conformance.declare.variants.classic) apply_list_tuple_activities() (in module pm4py.algo.conformance.alignments.process_tree.variants.dynamic_programming) (in module pm4py.algo.conformance.alignments.process_tree.variants.milp) apply_log() (in module pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal) (in module pm4py.algo.conformance.alignments.dfg.variants.classic) (in module pm4py.algo.conformance.alignments.edit_distance.variants.edit_distance) (in module pm4py.algo.conformance.alignments.petri_net.algorithm) (in module pm4py.algo.conformance.antialignments.algorithm) (in module pm4py.algo.conformance.log_skeleton.variants.classic) (in module pm4py.algo.conformance.multialignments.algorithm) (in module pm4py.algo.conformance.tokenreplay.variants.token_replay) apply_multiprocessing() (in module pm4py.algo.conformance.alignments.petri_net.algorithm) (in module pm4py.algo.conformance.alignments.process_tree.variants.search_graph_pt) apply_numeric() (in module pm4py.algo.filtering.log.attributes.attributes_filter) (in module pm4py.algo.filtering.pandas.attributes.attributes_filter) (in module pm4py.algo.filtering.polars.attributes.attributes_filter) apply_numeric_events() (in module pm4py.algo.filtering.log.attributes.attributes_filter) (in module pm4py.algo.filtering.pandas.attributes.attributes_filter) (in module pm4py.algo.filtering.polars.attributes.attributes_filter) apply_pandas() (in module pm4py.algo.discovery.heuristics.variants.classic) (in module pm4py.algo.discovery.heuristics.variants.plusplus) apply_partial_order_projection() (in module pm4py.objects.conversion.wf_net.variants.to_powl) apply_performance() (in module pm4py.algo.filtering.log.paths.paths_filter) (in module pm4py.algo.filtering.pandas.paths.paths_filter) (in module pm4py.algo.filtering.polars.paths.paths_filter) apply_playout() (in module pm4py.algo.simulation.playout.petri_net.variants.basic_playout) (in module pm4py.algo.simulation.playout.petri_net.variants.stochastic_playout) apply_plot() (in module pm4py.visualization.graphs.variants.attributes) (in module pm4py.visualization.graphs.variants.barplot) (in module pm4py.visualization.graphs.variants.cases) (in module pm4py.visualization.graphs.variants.dates) (in module pm4py.visualization.graphs.visualizer) apply_r_rule() (in module pm4py.objects.petri_net.utils.reduction) apply_recursive() (in module pm4py.objects.conversion.powl.variants.to_process_tree) (in module pm4py.objects.conversion.process_tree.variants.to_powl) apply_reduction() (in module pm4py.objects.petri_net.utils.murata) apply_reset_inhibitor_net_reduction() (in module pm4py.objects.petri_net.utils.reduction) apply_semilogx() (in module pm4py.visualization.graphs.variants.attributes) (in module pm4py.visualization.graphs.variants.cases) (in module pm4py.visualization.graphs.variants.dates) (in module pm4py.visualization.graphs.visualizer) apply_simple_reduction() (in module pm4py.objects.petri_net.utils.reduction) apply_single() (in module pm4py.algo.conformance.footprints.variants.log_model) apply_standard_cost_function_to_alignment() (in module pm4py.algo.conformance.alignments.process_tree.variants.approximated.utilities) apply_sync_prod() (in module pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_no_heuristics) (in module pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star) (in module pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_no_heuristics) (in module pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star) apply_timestamp() (in module pm4py.algo.filtering.ocel.event_attributes) apply_trace() (in module pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal) (in module pm4py.algo.conformance.alignments.dfg.variants.classic) (in module pm4py.algo.conformance.alignments.edit_distance.variants.edit_distance) (in module pm4py.algo.conformance.alignments.petri_net.algorithm) (in module pm4py.algo.conformance.log_skeleton.variants.classic) (in module pm4py.algo.conformance.tokenreplay.variants.token_replay) (in module pm4py.algo.evaluation.replay_fitness.variants.alignment_based) apply_trace_attribute() (in module pm4py.algo.filtering.log.attributes.attributes_filter) apply_trace_attributes() (in module pm4py.algo.clustering.trace_attribute_driven.util.filter_subsets) apply_trace_net() (in module pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_no_heuristics) (in module pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star) (in module pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_no_heuristics) (in module pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star) apply_variant() (in module pm4py.algo.conformance.alignments.process_tree.variants.search_graph_pt) apply_variants_dictionary() (in module pm4py.algo.conformance.tokenreplay.variants.token_replay) apply_variants_filter() (in module pm4py.algo.clustering.trace_attribute_driven.util.filter_subsets) apply_variants_list() (in module pm4py.algo.conformance.tokenreplay.variants.token_replay) apply_variants_list_petri_string() (in module pm4py.algo.conformance.tokenreplay.variants.token_replay) apply_variants_list_petri_string_multiprocessing() (in module pm4py.algo.conformance.tokenreplay.variants.token_replay) ApplyTraceTokenReplay (class in pm4py.algo.conformance.tokenreplay.variants.token_replay) APPROXIMATED_ORIGINAL (pm4py.algo.conformance.alignments.process_tree.algorithm.Variants attribute) ARC_DEFAULT_COLOR (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) ARC_SIZE (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) arcs (pm4py.objects.petri_net.obj.PetriNet property) argmax_levenshtein() (in module pm4py.util.string_distance) argmin_levenshtein() (in module pm4py.util.string_distance) ARRIVAL_RATE (pm4py.algo.transformation.log_to_features.variants.temporal.Parameters attribute) (pm4py.algo.transformation.log_to_features.variants.temporal_lazy.Parameters attribute) ARROWHEAD_SIZE (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) ArtifactLifecycle (pm4py.objects.log.obj.XESExtension attribute) as_nx_graph() (in module pm4py.objects.dfg.util) assign_lead_cycle_time() (in module pm4py.objects.log.util.interval_lifecycle) assign_levels_to_toposort() (in module pm4py.objects.conversion.powl.variants.to_process_tree) assign_operator() (in module pm4py.algo.simulation.tree_generator.variants.ptandloggenerator) assign_penwidth_edges() (in module pm4py.visualization.dfg.util.dfg_gviz) (in module pm4py.visualization.dfg.variants.timeline) attr_value_different_persons() (in module pm4py.algo.filtering.log.ltl.ltl_checker) (in module pm4py.algo.filtering.pandas.ltl.ltl_checker) (in module pm4py.algo.filtering.polars.ltl.ltl_checker) ATTRIBUTE_KEY (pm4py.algo.clustering.trace_attribute_driven.util.filter_subsets.Parameters attribute) (pm4py.algo.clustering.trace_attribute_driven.variants.act_dist_calc.Parameters attribute) (pm4py.algo.clustering.trace_attribute_driven.variants.sim_calc.Parameters attribute) (pm4py.algo.clustering.trace_attribute_driven.variants.suc_dist_calc.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.algorithm.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.dataframe.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.log.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.log_disconnected.Parameters attribute) (pm4py.algo.evaluation.replay_fitness.variants.alignment_based.Parameters attribute) (pm4py.algo.evaluation.replay_fitness.variants.token_replay.Parameters attribute) (pm4py.algo.filtering.log.attr_value_repetition.filter.Parameters attribute) (pm4py.algo.filtering.log.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.log.ltl.ltl_checker.Parameters attribute) (pm4py.algo.filtering.log.paths.paths_filter.Parameters attribute) (pm4py.algo.filtering.ocel.event_attributes.Parameters attribute) (pm4py.algo.filtering.ocel.object_attributes.Parameters attribute) (pm4py.algo.filtering.pandas.attr_value_repetition.filter.Parameters attribute) (pm4py.algo.filtering.pandas.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.pandas.ltl.ltl_checker.Parameters attribute) (pm4py.algo.filtering.pandas.paths.paths_filter.Parameters attribute) (pm4py.algo.filtering.polars.attr_value_repetition.filter.Parameters attribute) (pm4py.algo.filtering.polars.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.polars.ltl.ltl_checker.Parameters attribute) (pm4py.algo.filtering.polars.paths.paths_filter.Parameters attribute) (pm4py.algo.transformation.to_embeddings.variants.cases_transformers.Parameters attribute) (pm4py.algo.transformation.to_embeddings.variants.events_transformers.Parameters attribute) (pm4py.objects.log.util.basic_filter.Parameters attribute) (pm4py.statistics.attributes.log.get.Parameters attribute) (pm4py.statistics.attributes.pandas.get.Parameters attribute) (pm4py.statistics.attributes.polars.get.Parameters attribute) (pm4py.statistics.end_activities.log.get.Parameters attribute) (pm4py.statistics.end_activities.pandas.get.Parameters attribute) (pm4py.statistics.end_activities.polars.get.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.post.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.pre.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.prepost.Parameters attribute) (pm4py.statistics.passed_time.polars.variants.post.Parameters attribute) (pm4py.statistics.passed_time.polars.variants.pre.Parameters attribute) (pm4py.statistics.start_activities.log.get.Parameters attribute) (pm4py.statistics.start_activities.pandas.get.Parameters attribute) (pm4py.statistics.start_activities.polars.get.Parameters attribute) (pm4py.statistics.traces.generic.log.case_arrival.Parameters attribute) (pm4py.statistics.traces.generic.log.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.pandas.case_arrival.Parameters attribute) (pm4py.statistics.traces.generic.pandas.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.polars.case_arrival.Parameters attribute) (pm4py.statistics.traces.generic.polars.case_statistics.Parameters attribute) (pm4py.statistics.variants.log.get.Parameters attribute) attributes (pm4py.objects.log.obj.EventStream property) (pm4py.objects.log.obj.Trace property) ATTRIBUTES (pm4py.visualization.graphs.visualizer.Variants attribute) AUTH_TOKEN (pm4py.algo.connectors.variants.github_repo.Parameters attribute) AUTO_GUESS_FINAL_MARKING (pm4py.objects.petri_net.importer.variants.pnml.Parameters attribute) AUTO_SELECTION_MULTIPLIER (pm4py.algo.discovery.declare.variants.classic.Parameters attribute) AUTOMATA (pm4py.streaming.algo.conformance.declare.algorithm.Variants attribute) automated_hypotheses_formulation() (in module pm4py.llm) automatic_feature_extraction_df() (in module pm4py.objects.log.util.df_features_utils) (in module pm4py.objects.log.util.pl_lazy_fea_utils) automatic_feature_selection_df() (in module pm4py.objects.log.util.df_features_utils) (in module pm4py.objects.log.util.pl_lazy_fea_utils) AUTOMATON_AFTER_ALIGN (pm4py.algo.evaluation.precision.algorithm.Variants attribute) AvailableSerializations (class in pm4py.util.constants) average_case_duration() (in module pm4py.algo.organizational_mining.resource_profiles.algorithm) (in module pm4py.algo.organizational_mining.resource_profiles.variants.log) (in module pm4py.algo.organizational_mining.resource_profiles.variants.pandas) average_duration_activity() (in module pm4py.algo.organizational_mining.resource_profiles.algorithm) (in module pm4py.algo.organizational_mining.resource_profiles.variants.log) (in module pm4py.algo.organizational_mining.resource_profiles.variants.pandas) average_workload() (in module pm4py.algo.organizational_mining.resource_profiles.algorithm) (in module pm4py.algo.organizational_mining.resource_profiles.variants.log) (in module pm4py.algo.organizational_mining.resource_profiles.variants.pandas)

B

BACKWARDS (pm4py.algo.conformance.tokenreplay.algorithm.Variants attribute) BARPLOT (pm4py.visualization.graphs.visualizer.Variants attribute) BaseCase (class in pm4py.algo.discovery.inductive.base_case.abc) (class in pm4py.algo.discovery.powl.inductive.base_case.abc) BaseCaseFactory (class in pm4py.algo.discovery.inductive.base_case.factory) (class in pm4py.algo.discovery.powl.inductive.base_case.factory) BASIC (pm4py.algo.simulation.tree_generator.algorithm.Variants attribute) (pm4py.visualization.powl.visualizer.POWLVisualizationVariants attribute) BASIC_PLAYOUT (pm4py.algo.simulation.playout.petri_net.algorithm.Variants attribute) (pm4py.algo.simulation.playout.process_tree.algorithm.Variants attribute) BasicStructureRandomVariable (class in pm4py.objects.random_variables.basic_structure) BATCH_SIZE (pm4py.algo.conformance.alignments.process_tree.variants.dynamic_programming.Parameters attribute) BATCHING_END (pm4py.algo.discovery.batches.utils.detection.BatchType attribute) BATCHING_START (pm4py.algo.discovery.batches.utils.detection.BatchType attribute) BatchType (class in pm4py.algo.discovery.batches.utils.detection) before() (in module pm4py.algo.discovery.log_skeleton.trace_skel) behavioral_similarity() (in module pm4py.analysis) BEST_WORST_COST (pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal.Parameters attribute) BEST_WORST_COST_INTERNAL (pm4py.algo.conformance.alignments.petri_net.algorithm.Parameters attribute) BETA (pm4py.algo.conformance.ocel.etot.variants.graph_comparison.Parameters attribute) (pm4py.algo.conformance.ocel.ocdfg.variants.graph_comparison.Parameters attribute) (pm4py.algo.conformance.ocel.otg.variants.graph_comparison.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.log.handover.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.pandas.handover.Parameters attribute) bfs() (in module pm4py.algo.clustering.trace_attribute_driven.algorithm) bfs_bpmn() (in module pm4py.objects.bpmn.util.sorting) bfs_reachable() (in module pm4py.algo.filtering.dfg.dfg_filtering) bfs_tree() (in module pm4py.util.nx_utils) BGCOLOR (pm4py.visualization.bpmn.variants.classic.Parameters attribute) (pm4py.visualization.dfg.variants.cost.Parameters attribute) (pm4py.visualization.dfg.variants.frequency.Parameters attribute) (pm4py.visualization.dfg.variants.performance.Parameters attribute) (pm4py.visualization.dfg.variants.timeline.Parameters attribute) (pm4py.visualization.heuristics_net.variants.pydotplus_vis.Parameters attribute) (pm4py.visualization.network_analysis.variants.frequency.Parameters attribute) (pm4py.visualization.network_analysis.variants.performance.Parameters attribute) (pm4py.visualization.networkx.variants.digraph.Parameters attribute) (pm4py.visualization.ocel.eve_to_obj_types.variants.graphviz.Parameters attribute) (pm4py.visualization.ocel.interleavings.variants.graphviz.Parameters attribute) (pm4py.visualization.ocel.object_graph.variants.graphviz.Parameters attribute) (pm4py.visualization.ocel.ocdfg.variants.classic.Parameters attribute) (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) (pm4py.visualization.ocel.ocpn.variants.wo_decoration.Parameters attribute) (pm4py.visualization.petri_net.common.visualize.Parameters attribute) (pm4py.visualization.powl.variants.basic.Parameters attribute) (pm4py.visualization.powl.variants.net.Parameters attribute) (pm4py.visualization.process_tree.variants.frequency_annotation.Parameters attribute) (pm4py.visualization.process_tree.variants.symbolic.Parameters attribute) (pm4py.visualization.process_tree.variants.wo_decoration.Parameters attribute) (pm4py.visualization.transition_system.util.visualize_graphviz.Parameters attribute) (pm4py.visualization.transition_system.variants.trans_frequency.Parameters attribute) (pm4py.visualization.trie.variants.classic.Parameters attribute) BINARIZE (pm4py.algo.clustering.trace_attribute_driven.util.filter_subsets.Parameters attribute) (pm4py.algo.clustering.trace_attribute_driven.variants.act_dist_calc.Parameters attribute) (pm4py.algo.clustering.trace_attribute_driven.variants.sim_calc.Parameters attribute) (pm4py.algo.clustering.trace_attribute_driven.variants.suc_dist_calc.Parameters attribute) binary_choice_detection() (in module pm4py.objects.conversion.wf_net.variants.to_process_tree) binary_concurrency_detection() (in module pm4py.objects.conversion.wf_net.variants.to_process_tree) binary_loop_detection() (in module pm4py.objects.conversion.wf_net.variants.to_process_tree) binary_sequence_detection() (in module pm4py.objects.conversion.wf_net.variants.to_process_tree) BinaryRelation (class in pm4py.objects.powl.BinaryRelation) bind_activity() (pm4py.objects.oc_causal_net.semantics.OCCausalNetSemantics class method) Binding (class in pm4py.algo.simulation.playout.oc_causal_net.variants.extensive) (pm4py.objects.petri_net.saw_net.obj.StochasticArcWeightNet attribute) BORDER_PADDING (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) BOSE (pm4py.algo.concept_drift.algorithm.Variants attribute) BOTTOM (pm4py.objects.bpmn.layout.variants.graphviz.EndpointDirection attribute) BOUNDS (pm4py.util.lp.variants.pulp_solver.Parameters attribute) (pm4py.util.lp.variants.scipy_solver.Parameters attribute) BPMN (class in pm4py.objects.bpmn.obj) (pm4py.util.constants.AvailableSerializations attribute) BPMN.Activity (class in pm4py.objects.bpmn.obj) BPMN.Association (class in pm4py.objects.bpmn.obj) BPMN.BoundaryEvent (class in pm4py.objects.bpmn.obj) BPMN.BPMNNode (class in pm4py.objects.bpmn.obj) BPMN.CancelBoundaryEvent (class in pm4py.objects.bpmn.obj) BPMN.CancelEndEvent (class in pm4py.objects.bpmn.obj) BPMN.CancelIntermediateCatchEvent (class in pm4py.objects.bpmn.obj) BPMN.Collaboration (class in pm4py.objects.bpmn.obj) BPMN.EndEvent (class in pm4py.objects.bpmn.obj) BPMN.ErrorBoundaryEvent (class in pm4py.objects.bpmn.obj) BPMN.ErrorEndEvent (class in pm4py.objects.bpmn.obj) BPMN.ErrorIntermediateCatchEvent (class in pm4py.objects.bpmn.obj) BPMN.Event (class in pm4py.objects.bpmn.obj) BPMN.EventBasedGateway (class in pm4py.objects.bpmn.obj) BPMN.ExclusiveGateway (class in pm4py.objects.bpmn.obj) BPMN.Flow (class in pm4py.objects.bpmn.obj) BPMN.Gateway (class in pm4py.objects.bpmn.obj) BPMN.Gateway.Direction (class in pm4py.objects.bpmn.obj) BPMN.InclusiveGateway (class in pm4py.objects.bpmn.obj) BPMN.IntermediateCatchEvent (class in pm4py.objects.bpmn.obj)

BPMN.IntermediateThrowEvent (class in pm4py.objects.bpmn.obj) BPMN.MessageBoundaryEvent (class in pm4py.objects.bpmn.obj) BPMN.MessageEndEvent (class in pm4py.objects.bpmn.obj) BPMN.MessageFlow (class in pm4py.objects.bpmn.obj) BPMN.MessageIntermediateCatchEvent (class in pm4py.objects.bpmn.obj) BPMN.MessageIntermediateThrowEvent (class in pm4py.objects.bpmn.obj) BPMN.MessageStartEvent (class in pm4py.objects.bpmn.obj) BPMN.NormalEndEvent (class in pm4py.objects.bpmn.obj) BPMN.NormalIntermediateThrowEvent (class in pm4py.objects.bpmn.obj) BPMN.NormalStartEvent (class in pm4py.objects.bpmn.obj) BPMN.ParallelGateway (class in pm4py.objects.bpmn.obj) BPMN.Participant (class in pm4py.objects.bpmn.obj) BPMN.SendTask (class in pm4py.objects.bpmn.obj) BPMN.SequenceFlow (class in pm4py.objects.bpmn.obj) BPMN.StartEvent (class in pm4py.objects.bpmn.obj) BPMN.SubProcess (class in pm4py.objects.bpmn.obj) BPMN.Task (class in pm4py.objects.bpmn.obj) BPMN.TerminateEndEvent (class in pm4py.objects.bpmn.obj) BPMN.TextAnnotation (class in pm4py.objects.bpmn.obj) BPMN.UserTask (class in pm4py.objects.bpmn.obj) bpmn_graph_end_events_as_throw_events() (in module pm4py.objects.bpmn.util.bpmn_utils) BPMNEdgeLayout (class in pm4py.objects.bpmn.obj) BPMNIO_AUTO_LAYOUT (pm4py.visualization.bpmn.visualizer.Variants attribute) BPMNLayout (class in pm4py.objects.bpmn.obj) BPMNNodeLayout (class in pm4py.objects.bpmn.obj) BRACHMANN (pm4py.visualization.ocel.ocpn.visualizer.Variants attribute) BRANCHING_FACTOR_ACTIVITIES (pm4py.algo.simulation.playout.oc_causal_net.variants.extensive.Parameters attribute) BRANCHING_FACTOR_BINDINGS (pm4py.algo.simulation.playout.oc_causal_net.variants.extensive.Parameters attribute) (pm4py.algo.simulation.playout.ocpn.variants.extensive.Parameters attribute) BRANCHING_FACTOR_TRANSITIONS (pm4py.algo.simulation.playout.ocpn.variants.extensive.Parameters attribute) break_condition_final_marking() (in module pm4py.algo.conformance.tokenreplay.variants.token_replay) BRUTE_FORCE (pm4py.algo.discovery.powl.inductive.variants.powl_discovery_varaints.POWLDiscoveryVariant attribute) BruteForcePartialOrderCut (class in pm4py.algo.discovery.powl.inductive.variants.brute_force.bf_partial_order_cut) BruteForcePartialOrderCutUVCL (class in pm4py.algo.discovery.powl.inductive.variants.brute_force.bf_partial_order_cut) build() (in module pm4py.algo.analysis.extended_marking_equation.algorithm) (in module pm4py.algo.analysis.extended_marking_equation.variants.classic) (in module pm4py.algo.analysis.marking_equation.algorithm) (in module pm4py.algo.analysis.marking_equation.variants.classic) build_adjacency_structures() (in module pm4py.algo.filtering.dfg.dfg_filtering) build_dictionaries() (pm4py.streaming.algo.conformance.footprints.variants.classic.FootprintsStreamingConformance method) (pm4py.streaming.algo.conformance.tbr.variants.classic.TbrStreamingConformance method) (pm4py.streaming.algo.discovery.dfg.variants.frequency.StreamingDfgDiscovery method) build_digraph_from_petri_net() (in module pm4py.objects.conversion.bpmn.variants.to_petri_net) build_network_analysis_from_link_analysis() (in module pm4py.algo.organizational_mining.network_analysis.variants.dataframe) build_ordered_key_groups() (in module pm4py.objects.oc_causal_net.variants.to_ocpn) build_sync_net() (in module pm4py.algo.evaluation.precision.variants.align_etconformance) BUSINESS_HOUR_SLOTS (pm4py.algo.conformance.temporal_profile.variants.dataframe.Parameters attribute) (pm4py.algo.conformance.temporal_profile.variants.log.Parameters attribute) (pm4py.algo.discovery.dfg.variants.performance.Parameters attribute) (pm4py.algo.discovery.temporal_profile.variants.dataframe.Parameters attribute) (pm4py.algo.discovery.temporal_profile.variants.log.Parameters attribute) (pm4py.algo.filtering.pandas.cases.case_filter.Parameters attribute) (pm4py.algo.filtering.polars.cases.case_filter.Parameters attribute) (pm4py.algo.organizational_mining.network_analysis.variants.dataframe.Parameters attribute) (pm4py.objects.log.util.interval_lifecycle.Parameters attribute) (pm4py.statistics.ocel.edge_metrics.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.post.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.pre.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.prepost.Parameters attribute) (pm4py.statistics.passed_time.polars.variants.post.Parameters attribute) (pm4py.statistics.passed_time.polars.variants.pre.Parameters attribute) (pm4py.statistics.service_time.log.get.Parameters attribute) (pm4py.statistics.service_time.pandas.get.Parameters attribute) (pm4py.statistics.service_time.polars.get.Parameters attribute) (pm4py.statistics.traces.generic.log.case_arrival.Parameters attribute) (pm4py.statistics.traces.generic.log.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.pandas.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.polars.case_statistics.Parameters attribute) BUSINESS_HOURS (pm4py.algo.conformance.temporal_profile.variants.dataframe.Parameters attribute) (pm4py.algo.conformance.temporal_profile.variants.log.Parameters attribute) (pm4py.algo.discovery.dfg.variants.performance.Parameters attribute) (pm4py.algo.discovery.temporal_profile.variants.dataframe.Parameters attribute) (pm4py.algo.discovery.temporal_profile.variants.log.Parameters attribute) (pm4py.algo.filtering.pandas.cases.case_filter.Parameters attribute) (pm4py.algo.filtering.polars.cases.case_filter.Parameters attribute) (pm4py.algo.organizational_mining.network_analysis.variants.dataframe.Parameters attribute) (pm4py.objects.log.util.interval_lifecycle.Parameters attribute) (pm4py.statistics.ocel.edge_metrics.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.post.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.pre.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.prepost.Parameters attribute) (pm4py.statistics.passed_time.polars.variants.post.Parameters attribute) (pm4py.statistics.passed_time.polars.variants.pre.Parameters attribute) (pm4py.statistics.service_time.log.get.Parameters attribute) (pm4py.statistics.service_time.pandas.get.Parameters attribute) (pm4py.statistics.service_time.polars.get.Parameters attribute) (pm4py.statistics.traces.generic.log.case_arrival.Parameters attribute) (pm4py.statistics.traces.generic.log.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.pandas.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.polars.case_statistics.Parameters attribute) business_seconds_from_week_start() (pm4py.util.business_hours.BusinessHours method) BusinessHours (class in pm4py.util.business_hours)

C

C (pm4py.algo.analysis.extended_marking_equation.variants.classic.Parameters attribute) c_matrix (pm4py.objects.petri_net.utils.consumption_matrix.ConsumptionMatrix property) calculate() (in module pm4py.algo.discovery.heuristics.variants.classic) (in module pm4py.algo.discovery.heuristics.variants.plusplus) calculate_activity_distribution() (pm4py.algo.simulation.tree_generator.variants.ptandloggenerator.GeneratedTree method) calculate_and_in_measure() (in module pm4py.algo.discovery.heuristics.variants.plusplus) calculate_and_measure_in() (pm4py.objects.heuristics_net.node.Node method) calculate_and_measure_out() (pm4py.objects.heuristics_net.node.Node method) calculate_and_out_measure() (in module pm4py.algo.discovery.heuristics.variants.plusplus) calculate_annotation_for_trace() (in module pm4py.objects.petri_net.utils.performance_map) calculate_dependency() (in module pm4py.algo.discovery.heuristics.variants.plusplus) calculate_loglikelihood() (pm4py.objects.random_variables.constant0.random_variable.Constant0 method) (pm4py.objects.random_variables.deterministic.random_variable.Deterministic method) (pm4py.objects.random_variables.exponential.random_variable.Exponential method) (pm4py.objects.random_variables.gamma.random_variable.Gamma method) (pm4py.objects.random_variables.lognormal.random_variable.LogNormal method) (pm4py.objects.random_variables.normal.random_variable.Normal method) (pm4py.objects.random_variables.random_variable.RandomVariable method) (pm4py.objects.random_variables.uniform.random_variable.Uniform method) calculate_loops_length_two() (pm4py.objects.heuristics_net.node.Node method) calculate_optimal_alignment() (in module pm4py.algo.conformance.alignments.process_tree.variants.approximated.utilities) calculate_parameters() (pm4py.objects.random_variables.exponential.random_variable.Exponential method) (pm4py.objects.random_variables.gamma.random_variable.Gamma method) (pm4py.objects.random_variables.lognormal.random_variable.LogNormal method) (pm4py.objects.random_variables.normal.random_variable.Normal method) (pm4py.objects.random_variables.random_variable.RandomVariable method) (pm4py.objects.random_variables.uniform.random_variable.Uniform method) calculate_time_match_fifo() (in module pm4py.algo.discovery.correlation_mining.util) calculate_time_match_rlifo() (in module pm4py.algo.discovery.correlation_mining.util) CALENDAR_ID (pm4py.algo.connectors.variants.outlook_calendar.Parameters attribute) can_close() (in module pm4py.algo.conformance.alignments.process_tree.util.search_graph_pt_replay_semantics) can_connect_without_xor_violation() (in module pm4py.visualization.powl.variants.net) can_enable() (in module pm4py.algo.conformance.alignments.process_tree.util.search_graph_pt_replay_semantics) can_open() (in module pm4py.algo.conformance.alignments.process_tree.util.search_graph_pt_replay_semantics) CASE_ARRIVAL_RATE (pm4py.algo.simulation.playout.dfg.variants.performance.Parameters attribute) CASE_ATTRIBUTE_PREFIX (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) (pm4py.objects.conversion.log.variants.to_data_frame.Parameters attribute) (pm4py.objects.conversion.log.variants.to_event_log.Parameters attribute) (pm4py.objects.conversion.log.variants.to_event_stream.Parameters attribute) (pm4py.objects.log.util.pandas_log_wrapper.Parameters attribute) (pm4py.objects.ocel.util.log_ocel.Parameters attribute) CASE_ATTRIBUTES (pm4py.algo.discovery.dfg.algorithm.Variants attribute) (pm4py.algo.discovery.dfg.variants.case_attributes.Parameters attribute) (pm4py.objects.log.util.dataframe_utils.Parameters attribute) case_completions() (in module pm4py.algo.organizational_mining.resource_profiles.algorithm) (in module pm4py.algo.organizational_mining.resource_profiles.variants.log) (in module pm4py.algo.organizational_mining.resource_profiles.variants.pandas) CASE_DICT_ID (pm4py.streaming.algo.conformance.footprints.variants.classic.Parameters attribute) (pm4py.streaming.algo.conformance.tbr.variants.classic.Parameters attribute) (pm4py.streaming.algo.conformance.temporal.variants.classic.Parameters attribute) (pm4py.streaming.algo.discovery.dfg.variants.frequency.Parameters attribute) case_duration() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) CASE_ID_ATTRIBUTE (pm4py.objects.conversion.log.variants.to_nx.Parameters attribute) CASE_ID_COLUMN (pm4py.algo.transformation.log_to_features.variants.temporal.Parameters attribute) (pm4py.algo.transformation.log_to_features.variants.temporal_lazy.Parameters attribute) CASE_ID_KEY (pm4py.algo.analysis.extended_marking_equation.variants.classic.Parameters attribute) (pm4py.algo.analysis.marking_equation.variants.classic.Parameters attribute) (pm4py.algo.concept_drift.variants.bose.Parameters attribute) (pm4py.algo.conformance.alignments.dfg.variants.classic.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.algorithm.Parameters attribute) (pm4py.algo.conformance.alignments.process_tree.variants.search_graph_pt.Parameters attribute) (pm4py.algo.conformance.antialignments.algorithm.Parameters attribute) (pm4py.algo.conformance.declare.variants.classic.Parameters attribute) (pm4py.algo.conformance.footprints.variants.log_model.Parameters attribute) (pm4py.algo.conformance.footprints.variants.trace_extensive.Parameters attribute) (pm4py.algo.conformance.log_skeleton.variants.classic.Parameters attribute) (pm4py.algo.conformance.multialignments.algorithm.Parameters attribute) (pm4py.algo.conformance.temporal_profile.algorithm.Parameters attribute) (pm4py.algo.conformance.temporal_profile.variants.dataframe.Parameters attribute) (pm4py.algo.conformance.tokenreplay.variants.backwards.Parameters attribute) (pm4py.algo.conformance.tokenreplay.variants.token_replay.Parameters attribute) (pm4py.algo.discovery.alpha.algorithm.Parameters attribute) (pm4py.algo.discovery.alpha.variants.classic.Parameters attribute) (pm4py.algo.discovery.batches.variants.log.Parameters attribute) (pm4py.algo.discovery.batches.variants.pandas.Parameters attribute) (pm4py.algo.discovery.batches.variants.polars.Parameters attribute) (pm4py.algo.discovery.correlation_mining.variants.trace_based.Parameters attribute) (pm4py.algo.discovery.declare.variants.classic.Parameters attribute) (pm4py.algo.discovery.dfg.algorithm.Parameters attribute) (pm4py.algo.discovery.dfg.variants.clean.Parameters attribute) (pm4py.algo.discovery.dfg.variants.clean_polars.Parameters attribute) (pm4py.algo.discovery.dfg.variants.clean_time.Parameters attribute) (pm4py.algo.discovery.footprints.log.variants.entire_dataframe.Parameters attribute) (pm4py.algo.discovery.footprints.log.variants.polars_lazyframes.Parameters attribute) (pm4py.algo.discovery.genetic.algorithm.Parameters attribute) (pm4py.algo.discovery.heuristics.variants.classic.Parameters attribute) (pm4py.algo.discovery.heuristics.variants.plusplus.Parameters attribute) (pm4py.algo.discovery.inductive.algorithm.Parameters attribute) (pm4py.algo.discovery.log_skeleton.variants.classic.Parameters attribute) (pm4py.algo.discovery.minimum_self_distance.variants.pandas.Parameters attribute) (pm4py.algo.discovery.minimum_self_distance.variants.polars.Parameters attribute) (pm4py.algo.discovery.ocel.interleavings.utils.merge_dataframe_rel_cases.Parameters attribute) (pm4py.algo.discovery.ocel.interleavings.variants.timestamp_interleavings.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.algorithm.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.dataframe.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.dataframe_disconnected.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.lazyframe.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.lazyframe_disconnected.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.log.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.log_disconnected.Parameters attribute) (pm4py.algo.discovery.temporal_profile.variants.dataframe.Parameters attribute) (pm4py.algo.discovery.transition_system.variants.view_based.Parameters attribute) (pm4py.algo.evaluation.precision.variants.align_etconformance.Parameters attribute) (pm4py.algo.evaluation.precision.variants.automaton_after_align.Parameters attribute) (pm4py.algo.evaluation.precision.variants.etconformance_token.Parameters attribute) (pm4py.algo.evaluation.replay_fitness.variants.token_replay.Parameters attribute) (pm4py.algo.filtering.log.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.log.between.between_filter.Parameters attribute) (pm4py.algo.filtering.pandas.activity_split.activity_split_filter.Parameters attribute) (pm4py.algo.filtering.pandas.attr_value_repetition.filter.Parameters attribute) (pm4py.algo.filtering.pandas.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.pandas.between.between_filter.Parameters attribute) (pm4py.algo.filtering.pandas.cases.case_filter.Parameters attribute) (pm4py.algo.filtering.pandas.consecutive_act_case_grouping.consecutive_act_case_grouping_filter.Parameters attribute) (pm4py.algo.filtering.pandas.end_activities.end_activities_filter.Parameters attribute) (pm4py.algo.filtering.pandas.ends_with.ends_with_filter.Parameters attribute) (pm4py.algo.filtering.pandas.ltl.ltl_checker.Parameters attribute) (pm4py.algo.filtering.pandas.paths.paths_filter.Parameters attribute) (pm4py.algo.filtering.pandas.prefixes.prefix_filter.Parameters attribute) (pm4py.algo.filtering.pandas.rework.rework_filter.Parameters attribute) (pm4py.algo.filtering.pandas.start_activities.start_activities_filter.Parameters attribute) (pm4py.algo.filtering.pandas.starts_with.starts_with_filter.Parameters attribute) (pm4py.algo.filtering.pandas.suffixes.suffix_filter.Parameters attribute) (pm4py.algo.filtering.pandas.timestamp.timestamp_filter.Parameters attribute) (pm4py.algo.filtering.pandas.timestamp_case_grouping.timestamp_case_grouping_filter.Parameters attribute) (pm4py.algo.filtering.pandas.traces.trace_filter.Parameters attribute) (pm4py.algo.filtering.pandas.variants.variants_filter.Parameters attribute) (pm4py.algo.filtering.polars.activity_split.activity_split_filter.Parameters attribute) (pm4py.algo.filtering.polars.attr_value_repetition.filter.Parameters attribute) (pm4py.algo.filtering.polars.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.polars.between.between_filter.Parameters attribute) (pm4py.algo.filtering.polars.cases.case_filter.Parameters attribute) (pm4py.algo.filtering.polars.consecutive_act_case_grouping.consecutive_act_case_grouping_filter.Parameters attribute) (pm4py.algo.filtering.polars.end_activities.end_activities_filter.Parameters attribute) (pm4py.algo.filtering.polars.ends_with.ends_with_filter.Parameters attribute) (pm4py.algo.filtering.polars.ltl.ltl_checker.Parameters attribute) (pm4py.algo.filtering.polars.paths.paths_filter.Parameters attribute) (pm4py.algo.filtering.polars.prefixes.prefix_filter.Parameters attribute) (pm4py.algo.filtering.polars.rework.rework_filter.Parameters attribute) (pm4py.algo.filtering.polars.start_activities.start_activities_filter.Parameters attribute) (pm4py.algo.filtering.polars.starts_with.starts_with_filter.Parameters attribute) (pm4py.algo.filtering.polars.suffixes.suffix_filter.Parameters attribute) (pm4py.algo.filtering.polars.timestamp.timestamp_filter.Parameters attribute) (pm4py.algo.filtering.polars.timestamp_case_grouping.timestamp_case_grouping_filter.Parameters attribute) (pm4py.algo.filtering.polars.traces.trace_filter.Parameters attribute) (pm4py.algo.filtering.polars.variants.variants_filter.Parameters attribute) (pm4py.algo.label_splitting.variants.contextual.Parameters attribute) (pm4py.algo.merging.case_relations.variants.pandas.Parameters attribute) (pm4py.algo.organizational_mining.resource_profiles.variants.log.Parameters attribute) (pm4py.algo.organizational_mining.resource_profiles.variants.pandas.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.pandas.handover.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.pandas.subcontracting.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.pandas.working_together.Parameters attribute) (pm4py.algo.querying.llm.abstractions.log_to_cols_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.log_to_dfg_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.log_to_variants_descr.Parameters attribute) (pm4py.algo.querying.llm.injection.db_knowledge.variants.pandas_duckdb.Parameters attribute) (pm4py.algo.querying.llm.injection.db_knowledge.variants.sqlite3_traditional.Parameters attribute) (pm4py.algo.simulation.playout.dfg.variants.performance.Parameters attribute) (pm4py.algo.simulation.playout.petri_net.variants.basic_playout.Parameters attribute) (pm4py.algo.simulation.playout.petri_net.variants.extensive.Parameters attribute) (pm4py.algo.simulation.playout.petri_net.variants.stochastic_playout.Parameters attribute) (pm4py.algo.transformation.log_to_features.util.locally_linear_embedding.Parameters attribute) (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) (pm4py.algo.transformation.to_embeddings.variants.cases_transformers.Parameters attribute) (pm4py.algo.transformation.to_embeddings.variants.events_transformers.Parameters attribute) (pm4py.objects.conversion.log.variants.to_event_log.Parameters attribute) (pm4py.objects.log.util.dataframe_utils.Parameters attribute) (pm4py.objects.log.util.df_extra_utils.Parameters attribute) (pm4py.objects.log.util.pandas_log_wrapper.Parameters attribute) (pm4py.objects.log.util.pandas_numpy_variants.Parameters attribute) (pm4py.objects.log.util.pl_lazy_extra_utils.Parameters attribute) (pm4py.objects.ocel.util.log_ocel.Parameters attribute) (pm4py.statistics.attributes.log.get.Parameters attribute) (pm4py.statistics.attributes.pandas.get.Parameters attribute) (pm4py.statistics.attributes.polars.get.Parameters attribute) (pm4py.statistics.concurrent_activities.pandas.get.Parameters attribute) (pm4py.statistics.concurrent_activities.polars.get.Parameters attribute) (pm4py.statistics.end_activities.log.get.Parameters attribute) (pm4py.statistics.end_activities.pandas.get.Parameters attribute) (pm4py.statistics.end_activities.polars.get.Parameters attribute) (pm4py.statistics.eventually_follows.pandas.get.Parameters attribute) (pm4py.statistics.eventually_follows.polars.get.Parameters attribute) (pm4py.statistics.overlap.cases.pandas.get.Parameters attribute) (pm4py.statistics.overlap.cases.polars.get.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.post.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.pre.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.prepost.Parameters attribute) (pm4py.statistics.passed_time.polars.variants.post.Parameters attribute) (pm4py.statistics.passed_time.polars.variants.pre.Parameters attribute) (pm4py.statistics.rework.cases.log.get.Parameters attribute) (pm4py.statistics.rework.cases.pandas.get.Parameters attribute) (pm4py.statistics.rework.cases.polars.get.Parameters attribute) (pm4py.statistics.rework.pandas.get.Parameters attribute) (pm4py.statistics.rework.polars.get.Parameters attribute) (pm4py.statistics.start_activities.log.get.Parameters attribute) (pm4py.statistics.start_activities.pandas.get.Parameters attribute) (pm4py.statistics.start_activities.polars.get.Parameters attribute) (pm4py.statistics.traces.cycle_time.pandas.get.Parameters attribute) (pm4py.statistics.traces.cycle_time.polars.get.Parameters attribute) (pm4py.statistics.traces.generic.log.case_arrival.Parameters attribute) (pm4py.statistics.traces.generic.log.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.pandas.case_arrival.Parameters attribute) (pm4py.statistics.traces.generic.pandas.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.polars.case_arrival.Parameters attribute) (pm4py.statistics.traces.generic.polars.case_statistics.Parameters attribute) (pm4py.statistics.variants.log.get.Parameters attribute) (pm4py.statistics.variants.polars.get.Parameters attribute) (pm4py.streaming.algo.conformance.footprints.variants.classic.Parameters attribute) (pm4py.streaming.algo.conformance.tbr.variants.classic.Parameters attribute) (pm4py.streaming.algo.conformance.temporal.variants.classic.Parameters attribute) (pm4py.streaming.algo.discovery.dfg.variants.frequency.Parameters attribute) (pm4py.streaming.conversion.from_pandas.Parameters attribute) (pm4py.streaming.conversion.ocel_flatts_distributor.Parameters attribute) CASE_INDEX_KEY (pm4py.objects.log.util.dataframe_utils.Parameters attribute) CASE_PREFIX (pm4py.objects.log.util.dataframe_utils.Parameters attribute) CASES (pm4py.visualization.graphs.visualizer.Variants attribute) CASES_TRANSFORMERS (pm4py.algo.transformation.to_embeddings.algorithm.Variants attribute) CAUSAL_ALPHA (pm4py.algo.discovery.causal.algorithm.Variants attribute) CAUSAL_HEURISTIC (pm4py.algo.discovery.causal.algorithm.Variants attribute) causal_relation (pm4py.algo.discovery.alpha.data_structures.alpha_classic_abstraction.ClassicAlphaAbstraction property) CAUSAL_RELATION (pm4py.algo.discovery.ilp.variants.classic.Parameters attribute) CENTRALITY_MEASURE (pm4py.algo.transformation.ocel.split_ocel.variants.connected_components.Parameters attribute) chainprecedence_template_step1() (in module pm4py.algo.discovery.declare.variants.classic) chainprecedence_template_step2() (in module pm4py.algo.discovery.declare.variants.classic) chainresponse_template_step1() (in module pm4py.algo.discovery.declare.variants.classic) chainresponse_template_step2() (in module pm4py.algo.discovery.declare.variants.classic) chainsuccession_template() (in module pm4py.algo.discovery.declare.variants.classic) change_ini_vec() (pm4py.algo.analysis.extended_marking_equation.variants.classic.ExtendedMarkingEquationSolver method) (pm4py.algo.analysis.marking_equation.variants.classic.MarkingEquationSolver method) CHANGED_FIELD (pm4py.objects.ocel.exporter.xmlocel.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.importer.sqlite.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.importer.xmlocel.variants.classic.Parameters attribute) (pm4py.objects.ocel.importer.xmlocel.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.obj.Parameters attribute) chaotic_metrics() (in module pm4py.statistics.chaotic_activities.variants.niek_sidorova) check_and_fire() (pm4py.objects.ocpn.semantics.OCPetriNetSemantics class method) check_conformance() (pm4py.streaming.algo.conformance.temporal.variants.classic.TemporalProfileStreamingConformance method) check_cycle_in_searchtuple() (in module pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_no_heuristics) check_dot_installed() (in module pm4py.visualization.common.dot_util) check_easy_soundness_net_in_fin_marking() (in module pm4py.objects.petri_net.utils.check_soundness) check_easy_soundness_of_wfnet() (in module pm4py.objects.petri_net.utils.check_soundness) check_event_attributes_presence() (in module pm4py.statistics.attributes.log.select) check_for_dead_tasks() (in module pm4py.algo.analysis.woflan.graphs.utility) check_for_improper_conditions() (in module pm4py.algo.analysis.woflan.graphs.utility) check_for_smaller_marking() (in module pm4py.algo.analysis.woflan.graphs.restricted_coverability_graph.restricted_coverability_graph) check_for_substates() (in module pm4py.algo.analysis.woflan.graphs.utility) check_guard_safety() (in module pm4py.objects.petri_net.data_petri_nets.semantics) check_if_transition_unique() (in module pm4py.algo.analysis.woflan.graphs.restricted_coverability_graph.restricted_coverability_graph) check_initial_loop() (in module pm4py.objects.conversion.process_tree.variants.to_petri_net) check_is_fitting() (in module pm4py.conformance) check_is_pandas_dataframe() (in module pm4py.util.pandas_utils) check_is_sound() (in module pm4py.analysis) check_is_workflow_net() (in module pm4py.analysis) check_loop_to_first_operator() (in module pm4py.objects.conversion.process_tree.variants.to_petri_net) check_loop_to_last_operator() (in module pm4py.objects.conversion.process_tree.variants.to_petri_net) check_lp_sol_is_integer() (in module pm4py.util.lp.variants.cvxopt_solver_custom_align_ilp) check_merge_condition() (pm4py.algo.discovery.inductive.cuts.sequence.SequenceCut static method) check_pandas_dataframe_columns() (in module pm4py.util.pandas_utils) check_sink_place_presence() (in module pm4py.objects.petri_net.utils.check_soundness) check_soundness() (in module pm4py.analysis) check_source_and_sink_reachability() (in module pm4py.objects.petri_net.utils.check_soundness) check_source_place_presence() (in module pm4py.objects.petri_net.utils.check_soundness) check_source_sink_place_conditions() (in module pm4py.objects.petri_net.utils.check_soundness) check_tau_mandatory_at_final_marking() (in module pm4py.objects.conversion.process_tree.variants.to_petri_net) check_tau_mandatory_at_initial_marking() (in module pm4py.objects.conversion.process_tree.variants.to_petri_net) check_terminal_loop() (in module pm4py.objects.conversion.process_tree.variants.to_petri_net) check_trace_attributes_presence() (in module pm4py.statistics.attributes.log.select) check_visualization_inside_jupyter() (in module pm4py.util.vis_utils) check_wfnet() (in module pm4py.objects.petri_net.utils.check_soundness)

children (pm4py.objects.powl.obj.StrictPartialOrder property) (pm4py.objects.process_tree.obj.ProcessTree property) (pm4py.objects.trie.obj.Trie property) CHOICE (pm4py.algo.simulation.tree_generator.variants.ptandloggenerator.Parameters attribute) choice_requirement() (in module pm4py.objects.conversion.wf_net.variants.to_process_tree) choices() (in module pm4py.algo.simulation.tree_generator.variants.ptandloggenerator) CHUNK_REGEX (pm4py.objects.log.importer.xes.importer.Variants attribute) CLASSIC (pm4py.algo.analysis.extended_marking_equation.algorithm.Variants attribute) (pm4py.algo.analysis.marking_equation.algorithm.Variants attribute) (pm4py.algo.conformance.alignments.dfg.algorithm.Variants attribute) (pm4py.algo.conformance.declare.algorithm.Variants attribute) (pm4py.algo.conformance.log_skeleton.algorithm.Variants attribute) (pm4py.algo.discovery.correlation_mining.algorithm.Variants attribute) (pm4py.algo.discovery.declare.algorithm.Variants attribute) (pm4py.algo.discovery.genetic.algorithm.Variants attribute) (pm4py.algo.discovery.heuristics.algorithm.Variants attribute) (pm4py.algo.discovery.ilp.algorithm.Variants attribute) (pm4py.algo.discovery.log_skeleton.algorithm.Variants attribute) (pm4py.algo.discovery.ocel.etot.algorithm.Variants attribute) (pm4py.algo.discovery.ocel.link_analysis.algorithm.Variants attribute) (pm4py.algo.discovery.ocel.ocdfg.algorithm.Variants attribute) (pm4py.algo.discovery.ocel.ocpn.algorithm.Variants attribute) (pm4py.algo.discovery.ocel.otg.algorithm.Variants attribute) (pm4py.algo.discovery.ocel.saw_nets.algorithm.Variants attribute) (pm4py.algo.simulation.playout.declare.algorithm.Variants attribute) (pm4py.algo.simulation.playout.dfg.algorithm.Variants attribute) (pm4py.objects.dfg.exporter.exporter.Variants attribute) (pm4py.objects.dfg.importer.importer.Variants attribute) (pm4py.objects.ocel.exporter.jsonocel.exporter.Variants attribute) (pm4py.objects.ocel.exporter.xmlocel.exporter.Variants attribute) (pm4py.objects.ocel.importer.jsonocel.importer.Variants attribute) (pm4py.objects.ocel.importer.xmlocel.importer.Variants attribute) (pm4py.statistics.process_cube.pandas.algorithm.Variants attribute) (pm4py.streaming.algo.conformance.footprints.algorithm.Variants attribute) (pm4py.streaming.algo.conformance.tbr.algorithm.Variants attribute) (pm4py.streaming.algo.conformance.temporal.algorithm.Variants attribute) (pm4py.streaming.util.dictio.generator.Variants attribute) (pm4py.visualization.align_table.visualizer.Variants attribute) (pm4py.visualization.bpmn.visualizer.Variants attribute) (pm4py.visualization.decisiontree.visualizer.Variants attribute) (pm4py.visualization.dotted_chart.visualizer.Variants attribute) (pm4py.visualization.ocel.ocdfg.visualizer.Variants attribute) (pm4py.visualization.trie.visualizer.Variants attribute) (pm4py.visualization.variants_duration.visualizer.Variants attribute) CLASSIC_ALIGNMENTS_VARIANT (pm4py.algo.conformance.alignments.process_tree.variants.approximated.utilities.Parameters attribute) CLASSIC_SPLIT (pm4py.algo.discovery.correlation_mining.algorithm.Variants attribute) ClassicAlphaAbstraction (class in pm4py.algo.discovery.alpha.data_structures.alpha_classic_abstraction) ClassicSemantics (class in pm4py.objects.petri_net.semantics) classifiers (pm4py.objects.log.obj.EventStream property) CLEAN (pm4py.algo.discovery.dfg.algorithm.Variants attribute) clean_dfg_based_on_noise_thresh() (in module pm4py.algo.filtering.dfg.dfg_filtering) clean_duplicate_transitions() (in module pm4py.objects.conversion.process_tree.variants.to_petri_net) CLEANING_TOKEN_FLOOD (pm4py.algo.conformance.tokenreplay.variants.backwards.Parameters attribute) (pm4py.algo.conformance.tokenreplay.variants.token_replay.Parameters attribute) (pm4py.algo.evaluation.precision.variants.align_etconformance.Parameters attribute) (pm4py.algo.evaluation.precision.variants.automaton_after_align.Parameters attribute) (pm4py.algo.evaluation.precision.variants.etconformance_token.Parameters attribute) (pm4py.algo.evaluation.replay_fitness.variants.alignment_based.Parameters attribute) (pm4py.algo.evaluation.replay_fitness.variants.token_replay.Parameters attribute) CLEAR_GLOBAL_CACHE (pm4py.algo.conformance.alignments.process_tree.variants.dynamic_programming.Parameters attribute) clear_global_caches() (in module pm4py.algo.conformance.alignments.process_tree.variants.dynamic_programming) cli_interface() (in module pm4py.cli) clone_place() (in module pm4py.objects.conversion.wf_net.variants.to_powl) clone_subnet() (in module pm4py.objects.conversion.wf_net.variants.to_powl) clone_transition() (in module pm4py.objects.conversion.wf_net.variants.to_powl) close() (in module pm4py.objects.process_tree.semantics) close_vertex() (in module pm4py.algo.conformance.alignments.process_tree.util.search_graph_pt_replay_semantics) CLOSED (pm4py.algo.conformance.alignments.dfg.variants.classic.Outputs attribute) (pm4py.objects.process_tree.obj.ProcessTree.OperatorState attribute) (pm4py.objects.process_tree.state.State attribute) cluster_affinity_propagation() (in module pm4py.algo.organizational_mining.sna.util) cluster_equivalent_ocel() (in module pm4py.ocel) cluster_log() (in module pm4py.analysis) cluster_order() (in module pm4py.algo.discovery.powl.inductive.variants.maximal.maximal_partial_order_cut) clusteredlog() (in module pm4py.algo.clustering.trace_attribute_driven.merge_log.merge_log) clustering() (in module pm4py.llm) coexistence_template() (in module pm4py.algo.discovery.declare.variants.classic) COLOR_MAP (pm4py.visualization.powl.variants.basic.Parameters attribute) (pm4py.visualization.process_tree.variants.symbolic.Parameters attribute) (pm4py.visualization.process_tree.variants.wo_decoration.Parameters attribute) combine_min_trace_length_loop() (in module pm4py.algo.discovery.footprints.powl.variants.bottomup) combine_min_trace_length_par() (in module pm4py.algo.discovery.footprints.powl.variants.bottomup) combine_min_trace_length_xor() (in module pm4py.algo.discovery.footprints.powl.variants.bottomup) combos() (in module pm4py.algo.discovery.log_skeleton.trace_skel) common_ancestor() (in module pm4py.objects.process_tree.utils.generic) compare_element_usage_two_logs() (in module pm4py.algo.comparison.petrinet.element_usage_comparison) compare_ocdfgs() (in module pm4py.algo.conformance.ocel.ocdfg.variants.graph_comparison) COMPARISON (pm4py.visualization.footprints.visualizer.Variants attribute) COMPARISON_SYMMETRIC (pm4py.visualization.footprints.visualizer.Variants attribute) COMPRESS (pm4py.objects.conversion.log.variants.to_event_stream.Parameters attribute) (pm4py.objects.log.exporter.xes.variants.etree_xes_exp.Parameters attribute) (pm4py.objects.log.exporter.xes.variants.line_by_line.Parameters attribute) compress() (in module pm4py.objects.log.exporter.xes.util.compression) compute_conformance() (in module pm4py.algo.conformance.ocel.etot.variants.graph_comparison) COMPUTE_EDGES_PERFORMANCE (pm4py.algo.discovery.ocel.ocdfg.variants.classic.Parameters attribute) compute_efg_frequencies() (in module pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering_frequency.dynamic_clustering_frequency_partial_order_cut) compute_emd() (in module pm4py.analysis) compute_extra_columns() (in module pm4py.objects.log.util.df_extra_utils) (in module pm4py.objects.log.util.pl_lazy_extra_utils) COMPUTE_EXTRA_TEMPORAL_FEATURES (pm4py.objects.log.util.df_extra_utils.Parameters attribute) (pm4py.objects.log.util.pl_lazy_extra_utils.Parameters attribute) compute_firing_requirement() (in module pm4py.algo.analysis.woflan.graphs.utility) compute_follows_relation() (in module pm4py.algo.concept_drift.variants.bose) compute_incidence_matrix() (in module pm4py.algo.analysis.woflan.graphs.utility) compute_non_live_sequences() (in module pm4py.algo.analysis.woflan.algorithm) compute_perf_aggregation() (in module pm4py.algo.querying.llm.abstractions.log_to_variants_descr) compute_place_invariants() (in module pm4py.algo.analysis.woflan.place_invariants.place_invariants) compute_s_components() (in module pm4py.algo.analysis.woflan.place_invariants.s_component) compute_unbounded_sequences() (in module pm4py.algo.analysis.woflan.algorithm) compute_uncovered_places() (in module pm4py.algo.analysis.woflan.place_invariants.utility) compute_uncovered_places_in_component() (in module pm4py.algo.analysis.woflan.place_invariants.s_component) CONC_BATCHING (pm4py.algo.discovery.batches.utils.detection.BatchType attribute) concat() (in module pm4py.util.pandas_utils) CONCAT_COLUMN (pm4py.objects.ocel.util.e2o_qualification.Parameters attribute) concatenate_traces() (in module pm4py.algo.conformance.alignments.process_tree.variants.approximated.utilities) CONCATENER (pm4py.objects.ocel.util.e2o_qualification.Parameters attribute) Concept (pm4py.objects.log.obj.XESExtension attribute) ConcurrencyCut (class in pm4py.algo.discovery.inductive.cuts.concurrency) ConcurrencyCutDFG (class in pm4py.algo.discovery.inductive.cuts.concurrency) ConcurrencyCutUVCL (class in pm4py.algo.discovery.inductive.cuts.concurrency) concurrent_requirement() (in module pm4py.objects.conversion.wf_net.variants.to_process_tree) conformance_checking_multigraph() (in module pm4py.algo.conformance.ocel.otg.variants.graph_comparison) conformance_declare() (in module pm4py.conformance) conformance_diagnostics_alignments() (in module pm4py.conformance) conformance_diagnostics_footprints() (in module pm4py.conformance) conformance_diagnostics_token_based_replay() (in module pm4py.conformance) conformance_etot() (in module pm4py.conformance) conformance_log_skeleton() (in module pm4py.conformance) conformance_ocdfg() (in module pm4py.conformance) conformance_otg() (in module pm4py.conformance) conformance_temporal_profile() (in module pm4py.conformance) ConfOutputs (class in pm4py.algo.conformance.footprints.variants.log_extensive) (class in pm4py.algo.conformance.footprints.variants.trace_extensive) connect() (in module pm4py.algo.connectors.util.mail) CONNECTED_COMPONENTS (pm4py.algo.transformation.ocel.split_ocel.algorithm.Variants attribute) connected_components() (in module pm4py.util.nx_utils) CONNECTION_STRING (pm4py.algo.connectors.variants.camunda_workflow.Parameters attribute) (pm4py.algo.connectors.variants.sap_accounting.Parameters attribute) (pm4py.algo.connectors.variants.sap_o2c.Parameters attribute) connections (pm4py.objects.org.sna.obj.SNA attribute) CONSIDER_ACTIVITIES_NOT_IN_MODEL_IN_FITNESS (pm4py.algo.conformance.tokenreplay.variants.token_replay.Parameters attribute) CONSIDER_ALL_ATTRIBUTES (pm4py.objects.log.util.dataframe_utils.Parameters attribute) CONSIDER_REMAINING_IN_FITNESS (pm4py.algo.conformance.tokenreplay.variants.backwards.Parameters attribute) (pm4py.algo.conformance.tokenreplay.variants.token_replay.Parameters attribute) CONSIDERED_ACTIVITIES (pm4py.algo.discovery.declare.variants.classic.Parameters attribute) CONSIDERED_CONSTRAINTS (pm4py.algo.conformance.log_skeleton.variants.classic.Parameters attribute) (pm4py.algo.discovery.log_skeleton.variants.classic.Parameters attribute) const_10_existence_ocel_id_obj_type_spec_tables() (in module pm4py.objects.ocel.validation.ocel20_rel_validation) const_11_existence_ocel_id_ev_type_spec_tables() (in module pm4py.objects.ocel.validation.ocel20_rel_validation) const_12_existence_type_ocel_time_obj_type_spec_tables() (in module pm4py.objects.ocel.validation.ocel20_rel_validation) const_13_existence_type_ocel_time_ev_type_spec_tables() (in module pm4py.objects.ocel.validation.ocel20_rel_validation) const_14_primary_key_object_event_map_type_tables() (in module pm4py.objects.ocel.validation.ocel20_rel_validation) const_15_primary_key_object_event_tables() (in module pm4py.objects.ocel.validation.ocel20_rel_validation) const_16_primary_key_event_object_table() (in module pm4py.objects.ocel.validation.ocel20_rel_validation) const_17_primary_key_object_object_table() (in module pm4py.objects.ocel.validation.ocel20_rel_validation) const_18_primary_key_event_type_spec_tables() (in module pm4py.objects.ocel.validation.ocel20_rel_validation) const_19_foreign_key_event() (in module pm4py.objects.ocel.validation.ocel20_rel_validation) const_1_existence_type_independent_tables() (in module pm4py.objects.ocel.validation.ocel20_rel_validation) const_20_foreign_key_object() (in module pm4py.objects.ocel.validation.ocel20_rel_validation) const_21_foreign_key_event_object() (in module pm4py.objects.ocel.validation.ocel20_rel_validation) const_22_foreign_key_object_object() (in module pm4py.objects.ocel.validation.ocel20_rel_validation) const_23_foreign_key_event_type_specific() (in module pm4py.objects.ocel.validation.ocel20_rel_validation) const_24_foreign_key_object_type_specific() (in module pm4py.objects.ocel.validation.ocel20_rel_validation) const_2_existence_object_type_tables_map_obj_types() (in module pm4py.objects.ocel.validation.ocel20_rel_validation) const_3_existence_event_type_tables_map_ev_types() (in module pm4py.objects.ocel.validation.ocel20_rel_validation) const_4_ocel_type_column() (in module pm4py.objects.ocel.validation.ocel20_rel_validation) const_5_ocel_type_map() (in module pm4py.objects.ocel.validation.ocel20_rel_validation) const_6_ocel_id() (in module pm4py.objects.ocel.validation.ocel20_rel_validation) const_7_ocel_qualifier() (in module pm4py.objects.ocel.validation.ocel20_rel_validation) const_8_event_object_fields() (in module pm4py.objects.ocel.validation.ocel20_rel_validation) const_9_object_object_fields() (in module pm4py.objects.ocel.validation.ocel20_rel_validation) Constant0 (class in pm4py.objects.random_variables.constant0.random_variable) construct() (in module pm4py.objects.petri_net.utils.consumption_matrix) (in module pm4py.objects.petri_net.utils.incidence_matrix) (in module pm4py.objects.petri_net.utils.synchronous_product) construct_and_pattern() (in module pm4py.objects.conversion.process_tree.variants.to_petri_net_transition_bordered) construct_cost_aware() (in module pm4py.objects.petri_net.utils.synchronous_product) construct_loop_pattern() (in module pm4py.objects.conversion.process_tree.variants.to_petri_net_transition_bordered) construct_reachability_graph() (in module pm4py.objects.petri_net.utils.reachability_graph) construct_reachability_graph_from_flow() (in module pm4py.objects.petri_net.utils.reachability_graph) construct_sequence_pattern() (in module pm4py.objects.conversion.process_tree.variants.to_petri_net_transition_bordered) construct_standard_cost_function() (in module pm4py.objects.petri_net.utils.align_utils) construct_synchronous_product_net() (in module pm4py.analysis) construct_trace_net() (in module pm4py.objects.petri_net.utils.petri_utils) construct_trace_net_cost_aware() (in module pm4py.objects.petri_net.utils.petri_utils) construct_tree() (in module pm4py.algo.analysis.woflan.graphs.restricted_coverability_graph.restricted_coverability_graph) construct_xor_pattern() (in module pm4py.objects.conversion.process_tree.variants.to_petri_net_transition_bordered) consumed (pm4py.algo.simulation.playout.oc_causal_net.variants.extensive.Binding attribute) CONSUMPTION_MATRIX (pm4py.algo.analysis.extended_marking_equation.variants.classic.Parameters attribute) ConsumptionMatrix (class in pm4py.objects.petri_net.utils.consumption_matrix) contains() (in module pm4py.algo.discovery.powl.inductive.variants.brute_force.bf_partial_order_cut) (in module pm4py.algo.discovery.powl.inductive.variants.maximal.maximal_partial_order_cut) (pm4py.util.intervaltree.Interval method) CONTEXTUAL (pm4py.algo.label_splitting.algorithm.Variants attribute) contracted_nodes() (in module pm4py.util.nx_utils) CONVERGING (pm4py.objects.bpmn.obj.BPMN.Gateway.Direction attribute) CONVERSION_VERSION (pm4py.algo.conformance.alignments.process_tree.variants.approximated.utilities.Parameters attribute) convert_log_to_networkx() (in module pm4py.convert) convert_log_to_ocel() (in module pm4py.convert) convert_log_to_time_intervals() (in module pm4py.convert) convert_marking() (in module pm4py.algo.analysis.woflan.graphs.utility) convert_ocel_to_networkx() (in module pm4py.convert) convert_petri_net_to_networkx() (in module pm4py.convert) convert_petri_net_type() (in module pm4py.convert) convert_saw_net_to_stochastic_net_global_semantics() (in module pm4py.objects.petri_net.saw_net.convert) convert_saw_net_to_stochastic_net_local_semantics() (in module pm4py.objects.petri_net.saw_net.convert) convert_timestamp_columns_in_df() (in module pm4py.objects.log.util.dataframe_utils) convert_to_bpmn() (in module pm4py.convert) convert_to_dataframe() (in module pm4py.convert) convert_to_event_log() (in module pm4py.convert) convert_to_event_stream() (in module pm4py.convert) convert_to_petri_net() (in module pm4py.convert) convert_to_powl() (in module pm4py.convert) convert_to_process_tree() (in module pm4py.convert) convert_to_reachability_graph() (in module pm4py.convert) convert_to_seconds() (in module pm4py.util.pandas_utils) convert_variants_trace_idx_to_trace_obj() (in module pm4py.statistics.variants.log.get) copy() (pm4py.objects.powl.obj.OperatorPOWL method) (pm4py.objects.powl.obj.POWL method) (pm4py.objects.powl.obj.SilentTransition method) (pm4py.objects.powl.obj.StrictPartialOrder method) (pm4py.objects.powl.obj.Transition method) CORES (pm4py.algo.conformance.alignments.petri_net.algorithm.Parameters attribute) (pm4py.algo.conformance.alignments.process_tree.variants.search_graph_pt.Parameters attribute) (pm4py.algo.evaluation.precision.variants.align_etconformance.Parameters attribute) (pm4py.algo.evaluation.precision.variants.automaton_after_align.Parameters attribute) (pm4py.algo.evaluation.precision.variants.etconformance_token.Parameters attribute) correlation_miner() (in module pm4py.discovery) cosine_similarity() (in module pm4py.algo.transformation.to_embeddings.util.similarity) (in module pm4py.objects.petri_net.utils.embeddings_similarity) COST (pm4py.algo.conformance.alignments.dfg.variants.classic.Outputs attribute) Cost (pm4py.objects.log.obj.XESExtension attribute) COST (pm4py.visualization.dfg.visualizer.Variants attribute) COSTS (pm4py.algo.analysis.extended_marking_equation.variants.classic.Parameters attribute) (pm4py.algo.analysis.marking_equation.variants.classic.Parameters attribute) count() (pm4py.objects.log.obj.EventStream method) (pm4py.objects.log.obj.Trace method) COUNT_OCCURRENCES (pm4py.objects.log.util.dataframe_utils.Parameters attribute) count_range (pm4py.objects.oc_causal_net.obj.OCCausalNet.Marker property) count_traces() (in module pm4py.objects.log.importer.xes.variants.iterparse) (in module pm4py.objects.log.importer.xes.variants.iterparse_20) (in module pm4py.objects.log.importer.xes.variants.iterparse_mem_compressed) Counts (class in pm4py.objects.bpmn.importer.variants.lxml) (class in pm4py.objects.conversion.process_tree.variants.to_bpmn) (class in pm4py.objects.conversion.process_tree.variants.to_petri_net) create() (in module pm4py.objects.ocpn.factory) create_data_petri_nets_with_decisions() (in module pm4py.algo.decision_mining.algorithm) create_event_int_mapping() (in module pm4py.algo.anonymization.trace_variant_query.variants.laplace) create_network_graph() (in module pm4py.algo.analysis.woflan.not_well_handled_pairs.not_well_handled_pairs) create_networkx_directed_graph() (in module pm4py.objects.petri_net.utils.networkx_graph) create_networkx_directed_graph_ret_dict_both_ways() (in module pm4py.objects.petri_net.utils.networkx_graph) create_networkx_undirected_graph() (in module pm4py.objects.petri_net.utils.networkx_graph) create_oc_causal_net() (in module pm4py.objects.oc_causal_net.creation.factory) create_process_tree() (pm4py.algo.simulation.tree_generator.variants.ptandloggenerator.GeneratedTree method) crossover() (in module pm4py.algo.discovery.genetic.variants.classic) CROSSOVER_RATE (pm4py.algo.discovery.genetic.algorithm.Parameters attribute) CSV_EVENT_STREAM (pm4py.streaming.importer.csv.importer.Variants attribute) CSVEventStreamReader (class in pm4py.streaming.importer.csv.variants.csv_event_stream) CUMCOUNT (pm4py.objects.ocel.importer.sqlite.variants.ocel20.Parameters attribute) custom_solve_ilp() (in module pm4py.util.lp.variants.cvxopt_solver_custom_align_ilp) custom_solve_lp() (in module pm4py.util.lp.variants.cvxopt_solver_custom_align) Cut (class in pm4py.algo.discovery.inductive.cuts.abc) CUT_MODE (pm4py.algo.filtering.pandas.activity_split.activity_split_filter.Parameters attribute) (pm4py.algo.filtering.polars.activity_split.activity_split_filter.Parameters attribute) CutFactory (class in pm4py.algo.discovery.inductive.cuts.factory) (class in pm4py.algo.discovery.powl.inductive.cuts.factory) CutFactoryPOWLBruteForce (class in pm4py.algo.discovery.powl.inductive.variants.brute_force.factory) CutFactoryPOWLDynamicClustering (class in pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering.factory) CutFactoryPOWLDynamicClusteringFrequency (class in pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering_frequency.factory) CutFactoryPOWLMaximal (class in pm4py.algo.discovery.powl.inductive.variants.maximal.factory) cycle_time() (in module pm4py.statistics.traces.cycle_time.util.compute)

D

DAGREJS (pm4py.visualization.bpmn.visualizer.Variants attribute) darken_color() (in module pm4py.visualization.powl.variants.basic) data (pm4py.objects.transition_system.obj.TransitionSystem.State property) (pm4py.objects.transition_system.obj.TransitionSystem.Transition property) data_structure (pm4py.algo.discovery.inductive.dtypes.im_ds.IMDataStructure property) DATAFRAME (pm4py.algo.discovery.performance_spectrum.algorithm.Variants attribute) (pm4py.algo.organizational_mining.network_analysis.algorithm.Variants attribute) (pm4py.util.constants.AvailableSerializations attribute) dataframe_column_string_to_datetime() (in module pm4py.util.pandas_utils) DATAFRAME_DISCONNECTED (pm4py.algo.discovery.performance_spectrum.algorithm.Variants attribute) dataframe_to_activity_case_table() (in module pm4py.objects.log.util.dataframe_utils) DataMarking (class in pm4py.objects.petri_net.data_petri_nets.data_marking) DataPetriNetSemantics (class in pm4py.objects.petri_net.data_petri_nets.semantics) DATE_DIVIDER_SPACE (pm4py.visualization.performance_spectrum.variants.neato.Parameters attribute) DATES (pm4py.visualization.graphs.visualizer.Variants attribute) dct_abstraction_from_fea_df() (in module pm4py.algo.querying.llm.abstractions.log_to_fea_descr) DEAD_TASKS (pm4py.algo.analysis.woflan.algorithm.Outputs attribute) DEBUG (pm4py.algo.querying.llm.abstractions.ocel_fea_descr.Parameters attribute) (pm4py.algo.transformation.ocel.features.objects.algorithm.Parameters attribute) (pm4py.objects.conversion.wf_net.variants.to_process_tree.Parameters attribute) (pm4py.visualization.petri_net.common.visualize.Parameters attribute) (pm4py.visualization.petri_net.variants.greedy_decoration_frequency.Parameters attribute) (pm4py.visualization.petri_net.variants.greedy_decoration_performance.Parameters attribute) (pm4py.visualization.petri_net.variants.token_decoration_frequency.Parameters attribute) (pm4py.visualization.petri_net.variants.token_decoration_performance.Parameters attribute) (pm4py.visualization.petri_net.variants.wo_decoration.Parameters attribute) DebugConst (class in pm4py.algo.conformance.tokenreplay.variants.token_replay) DecisionTreeClassifier() (in module pm4py.util.ml_utils) DeclarePlayout (class in pm4py.algo.simulation.playout.declare.variants.classic) DeclareStreamingConformance (class in pm4py.streaming.algo.conformance.declare.variants.automata) decode_marking() (pm4py.streaming.algo.conformance.tbr.variants.classic.TbrStreamingConformance method) decompose() (in module pm4py.objects.petri_net.utils.decomposition) DECOMPRESS_SERIALIZATION (pm4py.objects.log.importer.xes.variants.chunk_regex.Parameters attribute) (pm4py.objects.log.importer.xes.variants.iterparse.Parameters attribute) (pm4py.objects.log.importer.xes.variants.iterparse_20.Parameters attribute) (pm4py.objects.log.importer.xes.variants.iterparse_mem_compressed.Parameters attribute) (pm4py.objects.log.importer.xes.variants.line_by_line.Parameters attribute) decorate_places_preset_trans() (in module pm4py.objects.petri_net.utils.petri_utils) decorate_transitions_prepostset() (in module pm4py.objects.petri_net.utils.petri_utils) DECORATIONS (pm4py.visualization.petri_net.common.visualize.Parameters attribute) DECREASING_FACTOR (pm4py.algo.discovery.powl.inductive.utils.filtering.FilteringType attribute) (pm4py.algo.filtering.log.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.log.end_activities.end_activities_filter.Parameters attribute) (pm4py.algo.filtering.log.paths.paths_filter.Parameters attribute) (pm4py.algo.filtering.log.start_activities.start_activities_filter.Parameters attribute) (pm4py.algo.filtering.log.variants.variants_filter.Parameters attribute) (pm4py.algo.filtering.pandas.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.pandas.end_activities.end_activities_filter.Parameters attribute) (pm4py.algo.filtering.pandas.ends_with.ends_with_filter.Parameters attribute) (pm4py.algo.filtering.pandas.paths.paths_filter.Parameters attribute) (pm4py.algo.filtering.pandas.start_activities.start_activities_filter.Parameters attribute) (pm4py.algo.filtering.pandas.starts_with.starts_with_filter.Parameters attribute) (pm4py.algo.filtering.pandas.traces.trace_filter.Parameters attribute) (pm4py.algo.filtering.pandas.variants.variants_filter.Parameters attribute) (pm4py.algo.filtering.polars.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.polars.end_activities.end_activities_filter.Parameters attribute) (pm4py.algo.filtering.polars.ends_with.ends_with_filter.Parameters attribute) (pm4py.algo.filtering.polars.paths.paths_filter.Parameters attribute) (pm4py.algo.filtering.polars.traces.trace_filter.Parameters attribute) DEEP_COPY (pm4py.objects.conversion.log.variants.to_data_frame.Parameters attribute) (pm4py.objects.conversion.log.variants.to_event_log.Parameters attribute) (pm4py.objects.conversion.log.variants.to_event_stream.Parameters attribute) DEFAULT_CONSIDERED_CONSTRAINTS (pm4py.algo.conformance.log_skeleton.variants.classic.Parameters attribute) (pm4py.algo.discovery.log_skeleton.variants.classic.Parameters attribute) DEFAULT_NOT_PRESENT (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) DEFAULT_PLACE_COLOR (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) degree_centrality() (in module pm4py.util.nx_utils) del_waypoints() (pm4py.objects.bpmn.obj.BPMN.Flow method) (pm4py.objects.bpmn.obj.BPMNEdgeLayout method) delete_tau_transitions() (in module pm4py.objects.conversion.process_tree.variants.to_bpmn) DELTA (pm4py.algo.conformance.ocel.ocdfg.variants.graph_comparison.Parameters attribute) dependency_graph (pm4py.objects.oc_causal_net.obj.OCCausalNet property) DEPENDENCY_THRESH (pm4py.algo.discovery.heuristics.variants.classic.Parameters attribute) (pm4py.algo.discovery.heuristics.variants.plusplus.Parameters attribute) DEPENDENCY_THRESHOLD (pm4py.visualization.ocel.interleavings.variants.graphviz.Parameters attribute) deprecated() (in module pm4py.util.deprecation) DeprecatedWarning depth (pm4py.objects.trie.obj.Trie property) deregister() (pm4py.streaming.stream.live_event_stream.LiveEventStream method) (pm4py.streaming.stream.live_trace_stream.LiveTraceStream method) derive_and_lift_trace_attributes_from_event_attributes() (in module pm4py.objects.log.util.log) derive_end_activities_from_log() (in module pm4py.algo.discovery.alpha.utils.endpoints) derive_minimum_self_distance() (in module pm4py.discovery) derive_msd_witnesses() (in module pm4py.algo.discovery.minimum_self_distance.utils) derive_start_activities_from_log() (in module pm4py.algo.discovery.alpha.utils.endpoints) descendants() (in module pm4py.util.nx_utils) deserialize() (in module pm4py.objects.bpmn.importer.importer) (in module pm4py.objects.dfg.importer.importer) (in module pm4py.objects.log.importer.xes.importer) (in module pm4py.objects.petri_net.importer.importer) (in module pm4py.objects.process_tree.importer.importer) (in module pm4py.utils) detect() (in module pm4py.algo.discovery.batches.utils.detection) detect_concept_drift() (in module pm4py.algo.concept_drift.variants.bose) Deterministic (class in pm4py.objects.random_variables.deterministic.random_variable) DETERMINISTIC (pm4py.objects.log.util.dataframe_utils.Parameters attribute) DEV_DICT_ID (pm4py.streaming.algo.conformance.footprints.variants.classic.Parameters attribute) (pm4py.streaming.algo.conformance.temporal.variants.classic.Parameters attribute) DEV_FITNESS (pm4py.algo.conformance.log_skeleton.variants.classic.Outputs attribute) DEVIATIONS (pm4py.algo.conformance.log_skeleton.variants.classic.Outputs attribute) df_row_count() (in module pm4py.util.pandas_utils) DFG (in module pm4py.objects.dfg.obj) (pm4py.algo.clustering.trace_attribute_driven.algorithm.Variants attribute) (pm4py.algo.conformance.footprints.util.evaluation.Outputs attribute) (pm4py.algo.conformance.footprints.util.tree_visualization.Outputs attribute) (pm4py.algo.conformance.footprints.variants.log_extensive.Outputs attribute) (pm4py.algo.conformance.footprints.variants.log_model.Outputs attribute) (pm4py.algo.conformance.footprints.variants.trace_extensive.Outputs attribute) dfg (pm4py.algo.discovery.alpha.data_structures.alpha_classic_abstraction.ClassicAlphaAbstraction property) DFG (pm4py.algo.discovery.footprints.algorithm.Variants attribute) (pm4py.algo.discovery.footprints.dfg.variants.dfg.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.entire_dataframe.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.entire_event_log.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.polars_lazyframes.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.trace_by_trace.Outputs attribute) (pm4py.algo.discovery.footprints.petri.variants.reach_graph.Outputs attribute) (pm4py.algo.discovery.footprints.powl.variants.bottomup.Outputs attribute) (pm4py.algo.discovery.footprints.tree.variants.bottomup.Outputs attribute)

dfg (pm4py.algo.discovery.inductive.dtypes.im_dfg.InductiveDFG property) (pm4py.algo.discovery.inductive.dtypes.im_ds.IMDataStructure property) (pm4py.algo.discovery.inductive.dtypes.im_ds.IMDataStructureDFG property) (pm4py.algo.discovery.inductive.dtypes.im_ds.IMDataStructureUVCL property) DFG (pm4py.algo.reduction.process_tree.variants.tree_tr_based.Outputs attribute) (pm4py.util.constants.AvailableSerializations attribute) DFG_DICT_ID (pm4py.streaming.algo.discovery.dfg.variants.frequency.Parameters attribute) dfg_dis() (in module pm4py.algo.clustering.trace_attribute_driven.util.evaluation) dfg_dist_calc() (in module pm4py.algo.clustering.trace_attribute_driven.dfg.dfg_dist) dfg_dist_calc_act() (in module pm4py.algo.clustering.trace_attribute_driven.dfg.dfg_dist) dfg_dist_calc_minkowski() (in module pm4py.algo.clustering.trace_attribute_driven.dfg.dfg_dist) dfg_dist_calc_suc() (in module pm4py.algo.clustering.trace_attribute_driven.dfg.dfg_dist) DFG_PRE_CLEANING_NOISE_THRESH (pm4py.algo.discovery.heuristics.variants.classic.Parameters attribute) diagnose_from_notexisting_activities() (in module pm4py.algo.conformance.tokenreplay.diagnostics.duration_diagnostics) (in module pm4py.algo.conformance.tokenreplay.diagnostics.root_cause_analysis) diagnose_from_trans_fitness() (in module pm4py.algo.conformance.tokenreplay.diagnostics.duration_diagnostics) (in module pm4py.algo.conformance.tokenreplay.diagnostics.root_cause_analysis) DIAGNOSTIC_MESSAGES (pm4py.algo.analysis.woflan.algorithm.Outputs attribute) DIAGNOSTICS_WITH_TBR (pm4py.algo.discovery.ocel.ocpn.variants.classic.Parameters attribute) dict_based_choice() (in module pm4py.algo.simulation.playout.dfg.variants.performance) DICT_ID (pm4py.streaming.algo.conformance.footprints.variants.classic.Parameters attribute) (pm4py.streaming.algo.conformance.tbr.variants.classic.Parameters attribute) (pm4py.streaming.algo.conformance.temporal.variants.classic.Parameters attribute) (pm4py.streaming.algo.discovery.dfg.variants.frequency.Parameters attribute) (pm4py.streaming.util.dictio.versions.redis.Parameters attribute) dict_representation (pm4py.objects.oc_causal_net.obj.OCCausalNet.MarkerGroup property) DICT_VARIANT (pm4py.streaming.algo.conformance.footprints.variants.classic.Parameters attribute) (pm4py.streaming.algo.conformance.tbr.variants.classic.Parameters attribute) (pm4py.streaming.algo.conformance.temporal.variants.classic.Parameters attribute) (pm4py.streaming.algo.discovery.dfg.variants.frequency.Parameters attribute) diff_mark() (in module pm4py.algo.conformance.tokenreplay.variants.backwards) DIFF_START_END (pm4py.algo.transformation.log_to_features.variants.temporal.Parameters attribute) (pm4py.algo.transformation.log_to_features.variants.temporal_lazy.Parameters attribute) DIGRAPH (pm4py.visualization.networkx.visualizer.Variants attribute) DiGraph() (in module pm4py.util.nx_utils) dijkstra_to_end_node() (in module pm4py.algo.conformance.alignments.dfg.variants.classic) DijkstraSearchTuple (class in pm4py.objects.petri_net.utils.align_utils) DijkstraSearchTupleForAntiAndMulti (class in pm4py.objects.petri_net.utils.align_utils) direct_paths_times_last_occ() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) DIRECTED (pm4py.visualization.ocel.object_graph.variants.graphviz.Parameters attribute) DIRECTION (pm4py.algo.discovery.ocel.interleavings.variants.timestamp_interleavings.Parameters attribute) (pm4py.objects.ocel.util.log_ocel.Parameters attribute) DIRECTION_BACKWARD (pm4py.algo.discovery.transition_system.variants.view_based.Parameters attribute) DIRECTION_FORWARD (pm4py.algo.discovery.transition_system.variants.view_based.Parameters attribute) DIRECTIONS (pm4py.algo.discovery.transition_system.variants.view_based.Parameters attribute) DIRECTLY_FOLLOWS (pm4py.algo.conformance.log_skeleton.variants.classic.DiscoveryOutputs attribute) (pm4py.algo.discovery.log_skeleton.variants.classic.Outputs attribute) directly_follows() (in module pm4py.algo.discovery.log_skeleton.trace_skel) (in module pm4py.algo.discovery.log_skeleton.variants.classic) directly_follows_dataframe() (in module pm4py.algo.discovery.ocel.interleavings.utils.merge_dataframe_rel_cases) DirectlyFollowsGraph (class in pm4py.objects.dfg.obj) DISABLE_FALLTHROUGHS (pm4py.algo.discovery.inductive.fall_through.factory.Parameters attribute) DISABLE_STRICT_SEQUENCE_CUT (pm4py.algo.discovery.inductive.cuts.factory.Parameters attribute) DISABLE_VARIANTS (pm4py.algo.conformance.tokenreplay.variants.backwards.Parameters attribute) (pm4py.algo.conformance.tokenreplay.variants.token_replay.Parameters attribute) discountedEditDistance() (in module pm4py.objects.petri_net.utils.align_utils) discover_abstraction_dataframe() (in module pm4py.algo.discovery.heuristics.variants.plusplus) discover_abstraction_log() (in module pm4py.algo.discovery.heuristics.variants.plusplus) discover_activity_based_resource_similarity() (in module pm4py.org) discover_batches() (in module pm4py.discovery) discover_bpmn_inductive() (in module pm4py.discovery) discover_declare() (in module pm4py.discovery) discover_dfg() (in module pm4py.discovery) (in module pm4py.util.compression.util) discover_dfg_typed() (in module pm4py.discovery) discover_dfg_uvcl() (in module pm4py.util.compression.util) discover_directly_follows_graph() (in module pm4py.discovery) discover_etot() (in module pm4py.discovery) discover_eventually_follows_graph() (in module pm4py.discovery) discover_final_marking() (in module pm4py.objects.petri_net.utils.final_marking) discover_footprints() (in module pm4py.discovery) discover_handover_of_work_network() (in module pm4py.org) discover_heu_net_plus_plus() (in module pm4py.algo.discovery.heuristics.variants.plusplus) discover_heuristics_net() (in module pm4py.discovery) discover_initial_marking() (in module pm4py.objects.petri_net.utils.initial_marking) discover_log_skeleton() (in module pm4py.discovery) discover_network_analysis() (in module pm4py.org) discover_objects_graph() (in module pm4py.ocel) discover_oc_petri_net() (in module pm4py.ocel) discover_ocdfg() (in module pm4py.ocel) discover_organizational_roles() (in module pm4py.org) discover_otg() (in module pm4py.discovery) discover_performance_dfg() (in module pm4py.discovery) discover_petri_net_alpha() (in module pm4py.discovery) discover_petri_net_alpha_plus() (in module pm4py.discovery) discover_petri_net_genetic() (in module pm4py.discovery) discover_petri_net_heuristics() (in module pm4py.discovery) discover_petri_net_ilp() (in module pm4py.discovery) discover_petri_net_inductive() (in module pm4py.discovery) discover_powl() (in module pm4py.discovery) discover_prefix_tree() (in module pm4py.discovery) discover_process_tree_inductive() (in module pm4py.discovery) discover_subcontracting_network() (in module pm4py.org) discover_temporal_profile() (in module pm4py.discovery) discover_transition_system() (in module pm4py.discovery) discover_working_together_network() (in module pm4py.org) DiscoveryOutputs (class in pm4py.algo.conformance.log_skeleton.variants.classic) dist_calc() (in module pm4py.algo.clustering.trace_attribute_driven.variants.sim_calc) distinct_activities() (in module pm4py.algo.organizational_mining.resource_profiles.algorithm) (in module pm4py.algo.organizational_mining.resource_profiles.variants.log) (in module pm4py.algo.organizational_mining.resource_profiles.variants.pandas) DIVERGING (pm4py.objects.bpmn.obj.BPMN.Gateway.Direction attribute) DOT_SIZE (pm4py.visualization.dotted_chart.variants.classic.Parameters attribute) DOUBLE_ARC_THRESHOLD (pm4py.algo.discovery.ocel.ocpn.variants.classic.Parameters attribute) draw_random_number_from_distribution() (pm4py.algo.simulation.tree_generator.variants.ptandloggenerator.GeneratedTree method) draw_recursive() (in module pm4py.visualization.trie.variants.classic) DUPLICATE (pm4py.algo.simulation.tree_generator.variants.ptandloggenerator.Parameters attribute) DYNAMIC (pm4py.algo.discovery.powl.inductive.utils.filtering.FilteringType attribute) DYNAMIC_CLUSTERING (pm4py.algo.discovery.powl.inductive.variants.powl_discovery_varaints.POWLDiscoveryVariant attribute) DYNAMIC_PROGRAMMING (pm4py.algo.conformance.alignments.process_tree.algorithm.Variants attribute) DynamicClusteringFrequencyPartialOrderCut (class in pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering_frequency.dynamic_clustering_frequency_partial_order_cut) DynamicClusteringFrequencyPartialOrderCutUVCL (class in pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering_frequency.dynamic_clustering_frequency_partial_order_cut) DynamicClusteringPartialOrderCut (class in pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering.dynamic_clustering_partial_order_cut) DynamicClusteringPartialOrderCutUVCL (class in pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering.dynamic_clustering_partial_order_cut)

E

Edge (class in pm4py.objects.heuristics_net.edge) EDGE_COLUMN (pm4py.algo.organizational_mining.network_analysis.variants.dataframe.Parameters attribute) EDGE_METRIC (pm4py.visualization.ocel.ocdfg.variants.classic.Parameters attribute) (pm4py.visualization.ocel.ocdfg.variants.elkjs.Parameters attribute) EDGE_PENWIDTH (pm4py.visualization.variants_duration.variants.classic.Parameters attribute) EDGE_REFERENCE (pm4py.algo.organizational_mining.network_analysis.variants.dataframe.Parameters attribute) EDGE_SEP (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) EDGE_THRESHOLD (pm4py.visualization.network_analysis.variants.frequency.Parameters attribute) (pm4py.visualization.network_analysis.variants.performance.Parameters attribute) (pm4py.visualization.ocel.ocdfg.variants.classic.Parameters attribute) (pm4py.visualization.ocel.ocdfg.variants.elkjs.Parameters attribute) edges (pm4py.objects.oc_causal_net.obj.OCCausalNet property) (pm4py.objects.powl.BinaryRelation.BinaryRelation property) EDIT_DISTANCE (pm4py.algo.conformance.alignments.edit_distance.algorithm.Variants attribute) Edmonds() (in module pm4py.util.nx_utils) EfficientTree (class in pm4py.algo.conformance.alignments.process_tree.variants.approximated.utilities) ELITISM_MIN_SAMPLE (pm4py.algo.discovery.genetic.algorithm.Parameters attribute) ELITISM_RATE (pm4py.algo.discovery.genetic.algorithm.Parameters attribute) ELKJS (pm4py.visualization.ocel.ocdfg.visualizer.Variants attribute) EMAIL_USER (pm4py.algo.connectors.variants.outlook_calendar.Parameters attribute) embed_date_parser() (in module pm4py.objects.ocel.importer.xmlocel.variants.ocel20) EMBEDDING_MODEL (pm4py.algo.transformation.to_embeddings.util.embed_sentence.Parameters attribute) (pm4py.algo.transformation.to_embeddings.variants.cases_transformers.Parameters attribute) (pm4py.algo.transformation.to_embeddings.variants.events_transformers.Parameters attribute) embeddings_similarity() (in module pm4py.analysis) emd() (pm4py.algo.evaluation.earth_mover_distance.variants.pyemd.EMDCalculator static method) (pm4py.algo.evaluation.earth_mover_distance.variants.pyemd.POTEMDCalculator static method) EMDCalculator (class in pm4py.algo.evaluation.earth_mover_distance.variants.pyemd) empty_sequence_accepted() (in module pm4py.algo.conformance.alignments.process_tree.variants.approximated.utilities) EmptyLogBaseCase (class in pm4py.algo.discovery.inductive.base_case.empty_log) (class in pm4py.algo.discovery.powl.inductive.base_case.empty_log) EmptyLogBaseCaseDFG (class in pm4py.algo.discovery.inductive.base_case.empty_log) EmptyLogBaseCaseUVCL (class in pm4py.algo.discovery.inductive.base_case.empty_log) (class in pm4py.algo.discovery.powl.inductive.base_case.empty_log) EmptyTracesDFG (class in pm4py.algo.discovery.inductive.fall_through.empty_traces) EmptyTracesUVCL (class in pm4py.algo.discovery.inductive.fall_through.empty_traces) ENABLE_ACT_ALWAYS_EXECUTED (pm4py.algo.conformance.footprints.variants.trace_extensive.Parameters attribute) ENABLE_ACTIVITY_DEF_REPRESENTATION (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) ENABLE_ALL (pm4py.algo.transformation.ocel.features.events.algorithm.Parameters attribute) (pm4py.algo.transformation.ocel.features.objects.algorithm.Parameters attribute) ENABLE_ALL_EO_FEATURES (pm4py.algo.transformation.ocel.features.events_objects.algorithm.Parameters attribute) ENABLE_ALL_EXTRA_FEATURES (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) ENABLE_ALL_PREFIX_FEATURES (pm4py.algo.transformation.ocel.features.events_objects.prefix_features.Parameters attribute) ENABLE_BEST_WORST_COST (pm4py.algo.conformance.alignments.petri_net.algorithm.Parameters attribute) ENABLE_BPMN_PLANE_EXPORTING (pm4py.objects.bpmn.exporter.variants.etree.Parameters attribute) ENABLE_CASE_DURATION (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) ENABLE_DEEPCOPY (pm4py.algo.conformance.alignments.petri_net.utils.log_enrichment.Parameters attribute) (pm4py.objects.log.util.move_attrs_to_trace.Parameters attribute) (pm4py.visualization.powl.variants.basic.Parameters attribute) (pm4py.visualization.process_tree.variants.frequency_annotation.Parameters attribute) (pm4py.visualization.process_tree.variants.symbolic.Parameters attribute) (pm4py.visualization.process_tree.variants.wo_decoration.Parameters attribute) ENABLE_DIRECT_PATHS_TIMES_LAST_OCC (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) ENABLE_EVENT_ACTIVITY (pm4py.algo.transformation.ocel.features.events.algorithm.Parameters attribute) ENABLE_EVENT_END_OT (pm4py.algo.transformation.ocel.features.events.algorithm.Parameters attribute) ENABLE_EVENT_NUM_ATTRIBUTES (pm4py.algo.transformation.ocel.features.events.algorithm.Parameters attribute) ENABLE_EVENT_NUM_REL_OBJS (pm4py.algo.transformation.ocel.features.events.algorithm.Parameters attribute) ENABLE_EVENT_NUM_REL_OBJS_TYPE (pm4py.algo.transformation.ocel.features.events.algorithm.Parameters attribute) ENABLE_EVENT_POINTWISE_FEATURES (pm4py.algo.transformation.ocel.features.events_objects.algorithm.Parameters attribute) ENABLE_EVENT_START_OT (pm4py.algo.transformation.ocel.features.events.algorithm.Parameters attribute) ENABLE_EVENT_STR_ATTRIBUTES (pm4py.algo.transformation.ocel.features.events.algorithm.Parameters attribute) ENABLE_EVENT_TIMESTAMP (pm4py.algo.transformation.ocel.features.events.algorithm.Parameters attribute) ENABLE_FIRST_LAST_ACTIVITY_INDEX (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) ENABLE_GRAPH_TITLE (pm4py.visualization.align_table.variants.classic.Parameters attribute) (pm4py.visualization.bpmn.variants.classic.Parameters attribute) (pm4py.visualization.decisiontree.variants.classic.Parameters attribute) (pm4py.visualization.dfg.variants.cost.Parameters attribute) (pm4py.visualization.dfg.variants.frequency.Parameters attribute) (pm4py.visualization.dfg.variants.performance.Parameters attribute) (pm4py.visualization.dotted_chart.variants.classic.Parameters attribute) (pm4py.visualization.footprints.variants.comparison.Parameters attribute) (pm4py.visualization.footprints.variants.comparison_symmetric.Parameters attribute) (pm4py.visualization.footprints.variants.single.Parameters attribute) (pm4py.visualization.heuristics_net.variants.pydotplus_vis.Parameters attribute) (pm4py.visualization.network_analysis.variants.frequency.Parameters attribute) (pm4py.visualization.network_analysis.variants.performance.Parameters attribute) (pm4py.visualization.ocel.eve_to_obj_types.variants.graphviz.Parameters attribute) (pm4py.visualization.ocel.interleavings.variants.graphviz.Parameters attribute) (pm4py.visualization.ocel.object_graph.variants.graphviz.Parameters attribute) (pm4py.visualization.ocel.ocdfg.variants.classic.Parameters attribute) (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) (pm4py.visualization.ocel.ocpn.variants.wo_decoration.Parameters attribute) (pm4py.visualization.performance_spectrum.variants.neato.Parameters attribute) (pm4py.visualization.petri_net.common.visualize.Parameters attribute) (pm4py.visualization.powl.variants.basic.Parameters attribute) (pm4py.visualization.powl.variants.net.Parameters attribute) (pm4py.visualization.process_tree.variants.frequency_annotation.Parameters attribute) (pm4py.visualization.process_tree.variants.symbolic.Parameters attribute) (pm4py.visualization.process_tree.variants.wo_decoration.Parameters attribute) (pm4py.visualization.transition_system.util.visualize_graphviz.Parameters attribute) (pm4py.visualization.transition_system.variants.trans_frequency.Parameters attribute) (pm4py.visualization.transition_system.variants.view_based.Parameters attribute) (pm4py.visualization.trie.variants.classic.Parameters attribute) (pm4py.visualization.variants_duration.variants.classic.Parameters attribute) enable_hidden_transitions() (in module pm4py.algo.conformance.tokenreplay.variants.token_replay) ENABLE_INCOMING_OUTGOING_EXPORTING (pm4py.objects.bpmn.exporter.variants.etree.Parameters attribute) ENABLE_INDIRECT_PATHS_TIMES_LAST_OCC (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) ENABLE_LIFECYCLE_METRICS (pm4py.algo.transformation.ocel.features.objects.algorithm.Parameters attribute) ENABLE_MARKTOACT_CACHE (pm4py.algo.conformance.tokenreplay.variants.token_replay.TechnicalParameters attribute) ENABLE_MAX_CONCURRENT_EVENTS (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) ENABLE_MAX_CONCURRENT_EVENTS_PER_ACTIVITY (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) ENABLE_MULTIPLIER (pm4py.algo.conformance.tokenreplay.diagnostics.root_cause_analysis.Parameters attribute) ENABLE_NAMES_STRIPPING (pm4py.objects.ocel.exporter.sqlite.variants.ocel20.Parameters attribute) ENABLE_NEW_INTERACTIONS (pm4py.algo.transformation.ocel.features.events.algorithm.Parameters attribute) ENABLE_OBJ_CON_IN_GRAPH_FEATURES (pm4py.algo.transformation.ocel.features.objects.algorithm.Parameters attribute) ENABLE_OBJECT_COBIRTH_GRAPH (pm4py.algo.transformation.ocel.features.objects.algorithm.Parameters attribute) ENABLE_OBJECT_CODEATH_GRAPH (pm4py.algo.transformation.ocel.features.objects.algorithm.Parameters attribute) ENABLE_OBJECT_DEGREE_CENTRALITY (pm4py.algo.transformation.ocel.features.objects.algorithm.Parameters attribute) ENABLE_OBJECT_GENERAL_DESCENDANTS_GRAPH (pm4py.algo.transformation.ocel.features.objects.algorithm.Parameters attribute) ENABLE_OBJECT_GENERAL_INHERITANCE_GRAPH (pm4py.algo.transformation.ocel.features.objects.algorithm.Parameters attribute) ENABLE_OBJECT_GENERAL_INTERACTION_GRAPH (pm4py.algo.transformation.ocel.features.objects.algorithm.Parameters attribute) ENABLE_OBJECT_INTERACTION_GRAPH_OT (pm4py.algo.transformation.ocel.features.objects.algorithm.Parameters attribute) ENABLE_OBJECT_LIFECYCLE_ACTIVITIES (pm4py.algo.transformation.ocel.features.objects.algorithm.Parameters attribute) ENABLE_OBJECT_LIFECYCLE_DURATION (pm4py.algo.transformation.ocel.features.objects.algorithm.Parameters attribute) ENABLE_OBJECT_LIFECYCLE_LENGTH (pm4py.algo.transformation.ocel.features.objects.algorithm.Parameters attribute) ENABLE_OBJECT_LIFECYCLE_PATHS (pm4py.algo.querying.llm.abstractions.ocel_fea_descr.Parameters attribute) (pm4py.algo.transformation.ocel.features.objects.algorithm.Parameters attribute) ENABLE_OBJECT_LIFECYCLE_UNQ_ACT (pm4py.algo.transformation.ocel.features.objects.algorithm.Parameters attribute) ENABLE_OBJECT_NUM_ATTRIBUTES (pm4py.algo.transformation.ocel.features.objects.algorithm.Parameters attribute) ENABLE_OBJECT_STR_ATTRIBUTES (pm4py.algo.transformation.ocel.features.objects.algorithm.Parameters attribute) ENABLE_OBJECT_WORK_IN_PROGRESS (pm4py.algo.transformation.ocel.features.objects.algorithm.Parameters attribute) ENABLE_PADDING (pm4py.algo.transformation.log_to_target.variants.next_activity.Parameters attribute) (pm4py.algo.transformation.log_to_target.variants.next_time.Parameters attribute) (pm4py.algo.transformation.log_to_target.variants.remaining_time.Parameters attribute) ENABLE_PLTR_FITNESS (pm4py.algo.conformance.tokenreplay.variants.backwards.Parameters attribute) (pm4py.algo.conformance.tokenreplay.variants.token_replay.Parameters attribute) ENABLE_POSTFIX_CACHE (pm4py.algo.conformance.tokenreplay.variants.token_replay.TechnicalParameters attribute) ENABLE_PREFIX_FEATURES (pm4py.algo.transformation.ocel.features.events_objects.algorithm.Parameters attribute) ENABLE_PREFIX_LENGTH (pm4py.algo.transformation.ocel.features.events_objects.prefix_features.Parameters attribute) ENABLE_PREFIX_ONE_HOT_ENCODING (pm4py.algo.transformation.ocel.features.events_objects.prefix_features.Parameters attribute) ENABLE_PREFIX_TIMEDIFF (pm4py.algo.transformation.ocel.features.events_objects.prefix_features.Parameters attribute) ENABLE_PRINTS (pm4py.algo.transformation.ocel.split_ocel.variants.connected_components.Parameters attribute) ENABLE_REDUCTION (pm4py.objects.conversion.bpmn.variants.to_petri_net.Parameters attribute) ENABLE_RELATED_ACTIVITIES_FEATURES (pm4py.algo.transformation.ocel.features.objects.algorithm.Parameters attribute) ENABLE_RELATED_EVENTS_FEATURES (pm4py.algo.transformation.ocel.features.objects.algorithm.Parameters attribute) ENABLE_RELATED_OBJECTS_FEATURES (pm4py.algo.transformation.ocel.features.events.algorithm.Parameters attribute) ENABLE_RESOURCE_WORKLOAD (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) ENABLE_SORT (pm4py.statistics.traces.generic.log.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.pandas.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.polars.case_statistics.Parameters attribute) ENABLE_SUCC_DEF_REPRESENTATION (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) ENABLE_SWIMLANES (pm4py.visualization.bpmn.variants.classic.Parameters attribute) ENABLE_TIMES_FROM_FIRST_OCCURRENCE (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) ENABLE_TIMES_FROM_LAST_OCCURRENCE (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) ENABLE_TIMESTAMP (pm4py.algo.filtering.log.ltl.ltl_checker.Parameters attribute) (pm4py.algo.filtering.pandas.ltl.ltl_checker.Parameters attribute) (pm4py.algo.filtering.polars.ltl.ltl_checker.Parameters attribute) enable_trans_with_invisibles() (pm4py.streaming.algo.conformance.tbr.variants.classic.TbrStreamingConformance method) enable_vertex() (in module pm4py.algo.conformance.alignments.process_tree.util.search_graph_pt_replay_semantics) ENABLE_WORK_IN_PROGRESS (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) ENABLED (pm4py.objects.process_tree.obj.ProcessTree.OperatorState attribute) (pm4py.objects.process_tree.state.State attribute) enabled_activities() (pm4py.objects.oc_causal_net.semantics.OCCausalNetSemantics class method) enabled_bindings() (pm4py.objects.oc_causal_net.semantics.OCCausalNetSemantics class method) enabled_bindings_start_activity() (pm4py.objects.oc_causal_net.semantics.OCCausalNetSemantics class method) enabled_markings() (in module pm4py.algo.analysis.woflan.graphs.utility) enabled_nodes() (in module pm4py.objects.bpmn.semantics) enabled_transitions() (in module pm4py.objects.petri_net.data_petri_nets.semantics) (in module pm4py.objects.petri_net.inhibitor_reset.semantics) (in module pm4py.objects.petri_net.semantics) (pm4py.objects.ocpn.semantics.OCPetriNetSemantics class method) (pm4py.objects.petri_net.data_petri_nets.semantics.DataPetriNetSemantics method) (pm4py.objects.petri_net.inhibitor_reset.semantics.InhibitorResetSemantics method) (pm4py.objects.petri_net.sem_interface.Semantics method) (pm4py.objects.petri_net.semantics.ClassicSemantics method) encode_image() (in module pm4py.algo.querying.llm.connectors.anthropic) (in module pm4py.algo.querying.llm.connectors.google) (in module pm4py.algo.querying.llm.connectors.openai) encode_marking() (pm4py.objects.petri_net.utils.incidence_matrix.IncidenceMatrix method) (pm4py.streaming.algo.conformance.tbr.variants.classic.TbrStreamingConformance method) encode_str() (pm4py.streaming.algo.conformance.footprints.variants.classic.FootprintsStreamingConformance method) (pm4py.streaming.algo.conformance.tbr.variants.classic.TbrStreamingConformance method) (pm4py.streaming.algo.discovery.dfg.variants.frequency.StreamingDfgDiscovery method) encode_target() (in module pm4py.algo.decision_mining.algorithm) encode_tuple() (pm4py.streaming.algo.discovery.dfg.variants.frequency.StreamingDfgDiscovery method) encode_two_languages() (in module pm4py.algo.evaluation.earth_mover_distance.variants.pyemd) ENCODING (pm4py.objects.bpmn.exporter.variants.etree.Parameters attribute) (pm4py.objects.bpmn.importer.variants.lxml.Parameters attribute) (pm4py.objects.dfg.exporter.variants.classic.Parameters attribute) (pm4py.objects.dfg.importer.variants.classic.Parameters attribute) (pm4py.objects.log.exporter.xes.variants.etree_xes_exp.Parameters attribute) (pm4py.objects.log.exporter.xes.variants.line_by_line.Parameters attribute) (pm4py.objects.log.importer.xes.variants.chunk_regex.Parameters attribute) (pm4py.objects.log.importer.xes.variants.iterparse.Parameters attribute) (pm4py.objects.log.importer.xes.variants.iterparse_20.Parameters attribute) (pm4py.objects.log.importer.xes.variants.iterparse_mem_compressed.Parameters attribute) (pm4py.objects.log.importer.xes.variants.line_by_line.Parameters attribute) (pm4py.objects.ocel.exporter.csv.variants.pandas.Parameters attribute) (pm4py.objects.ocel.exporter.jsonocel.variants.classic.Parameters attribute) (pm4py.objects.ocel.exporter.jsonocel.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.exporter.jsonocel.variants.ocel20_standard.Parameters attribute) (pm4py.objects.ocel.exporter.xmlocel.variants.classic.Parameters attribute) (pm4py.objects.ocel.exporter.xmlocel.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.importer.csv.variants.pandas.Parameters attribute) (pm4py.objects.ocel.importer.jsonocel.variants.classic.Parameters attribute) (pm4py.objects.ocel.importer.jsonocel.variants.ocel20_standard.Parameters attribute) (pm4py.objects.ocel.importer.xmlocel.variants.classic.Parameters attribute) (pm4py.objects.ocel.importer.xmlocel.variants.ocel20.Parameters attribute) (pm4py.objects.petri_net.exporter.variants.pnml.Parameters attribute) (pm4py.objects.petri_net.importer.variants.pnml.Parameters attribute) (pm4py.objects.process_tree.exporter.variants.ptml.Parameters attribute) (pm4py.objects.process_tree.importer.variants.ptml.Parameters attribute) (pm4py.visualization.bpmn.variants.bpmnio_auto_layout.Parameters attribute) (pm4py.visualization.bpmn.variants.dagrejs.Parameters attribute) (pm4py.visualization.ocel.ocdfg.variants.elkjs.Parameters attribute) (pm4py.visualization.powl.visualizer.Parameters attribute) END_ACTIVITIES (pm4py.algo.conformance.footprints.util.evaluation.Outputs attribute) (pm4py.algo.conformance.footprints.util.tree_visualization.Outputs attribute) (pm4py.algo.conformance.footprints.variants.log_extensive.ConfOutputs attribute) (pm4py.algo.conformance.footprints.variants.log_extensive.Outputs attribute) (pm4py.algo.conformance.footprints.variants.log_model.Outputs attribute) (pm4py.algo.conformance.footprints.variants.trace_extensive.ConfOutputs attribute) (pm4py.algo.conformance.footprints.variants.trace_extensive.Outputs attribute)

end_activities (pm4py.algo.discovery.alpha.data_structures.alpha_classic_abstraction.ClassicAlphaAbstraction property) END_ACTIVITIES (pm4py.algo.discovery.footprints.dfg.variants.dfg.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.entire_dataframe.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.entire_event_log.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.polars_lazyframes.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.trace_by_trace.Outputs attribute) (pm4py.algo.discovery.footprints.petri.variants.reach_graph.Outputs attribute) (pm4py.algo.discovery.footprints.powl.variants.bottomup.Outputs attribute) (pm4py.algo.discovery.footprints.tree.variants.bottomup.Outputs attribute) (pm4py.algo.reduction.process_tree.variants.tree_tr_based.Outputs attribute) (pm4py.objects.conversion.dfg.variants.to_petri_net_activity_defines_place.Parameters attribute) (pm4py.objects.conversion.dfg.variants.to_petri_net_invisibles_no_duplicates.Parameters attribute) (pm4py.objects.dfg.exporter.variants.classic.Parameters attribute) end_activities (pm4py.objects.dfg.obj.DirectlyFollowsGraph property) END_ACTIVITIES (pm4py.visualization.dfg.variants.cost.Parameters attribute) (pm4py.visualization.dfg.variants.frequency.Parameters attribute) (pm4py.visualization.dfg.variants.performance.Parameters attribute) (pm4py.visualization.dfg.variants.timeline.Parameters attribute) EndpointDirection (class in pm4py.objects.bpmn.layout.variants.graphviz) ENDPOINTS_SHAPE (pm4py.visualization.bpmn.variants.classic.Parameters attribute) ENGINE (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) ENTIRE_DATAFRAME (pm4py.algo.discovery.footprints.algorithm.Variants attribute) ENTIRE_EVENT_LOG (pm4py.algo.discovery.footprints.algorithm.Variants attribute) enumerateSequence() (in module pm4py.algo.anonymization.pripel.util.trace_levenshtein) EPSILON (pm4py.algo.anonymization.trace_variant_query.variants.laplace.Parameters attribute) (pm4py.algo.anonymization.trace_variant_query.variants.sacofa.Parameters attribute) (pm4py.algo.conformance.antialignments.algorithm.Parameters attribute) (pm4py.algo.conformance.antialignments.variants.discounted_a_star.Parameters attribute) (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) (pm4py.algo.transformation.log_to_interval_tree.variants.open_paths.Parameters attribute) (pm4py.statistics.overlap.utils.compute.Parameters attribute) equal_content() (pm4py.objects.powl.obj.OperatorPOWL method) (pm4py.objects.powl.obj.StrictPartialOrder method) (pm4py.objects.powl.obj.Transition method) EQUIVALENCE (pm4py.algo.conformance.log_skeleton.variants.classic.DiscoveryOutputs attribute) (pm4py.algo.discovery.log_skeleton.variants.classic.Outputs attribute) equivalence() (in module pm4py.algo.discovery.log_skeleton.trace_skel) (in module pm4py.algo.discovery.log_skeleton.variants.classic) escape() (in module pm4py.objects.log.exporter.xes.variants.line_by_line) ETCONFORMANCE_TOKEN (pm4py.algo.evaluation.precision.algorithm.Variants attribute) ETREE (pm4py.objects.bpmn.exporter.exporter.Variants attribute) (pm4py.objects.log.exporter.xes.exporter.Variants attribute) eval_avg_leven() (in module pm4py.algo.clustering.trace_attribute_driven.util.evaluation) eval_avg_variant() (in module pm4py.algo.clustering.trace_attribute_driven.util.evaluation) eval_DMM_leven() (in module pm4py.algo.clustering.trace_attribute_driven.util.evaluation) eval_DMM_variant() (in module pm4py.algo.clustering.trace_attribute_driven.util.evaluation) evaluate() (in module pm4py.algo.evaluation.replay_fitness.algorithm) (in module pm4py.algo.evaluation.replay_fitness.variants.alignment_based) (in module pm4py.algo.evaluation.replay_fitness.variants.token_replay) evaluate_guard() (in module pm4py.objects.petri_net.data_petri_nets.semantics) Event (class in pm4py.objects.log.obj) EVENT_ACTIVITY (pm4py.algo.discovery.ocel.ocdfg.variants.classic.Parameters attribute) (pm4py.algo.discovery.ocel.ocpn.variants.classic.Parameters attribute) (pm4py.algo.discovery.ocel.saw_nets.variants.classic.Parameters attribute) (pm4py.algo.simulation.playout.oc_causal_net.variants.extensive.Parameters attribute) (pm4py.algo.simulation.playout.ocpn.variants.extensive.Parameters attribute) (pm4py.algo.simulation.playout.ocpn.variants.utils.Parameters attribute) (pm4py.objects.ocel.exporter.jsonocel.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.exporter.xmlocel.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.importer.jsonocel.variants.classic.Parameters attribute) (pm4py.objects.ocel.importer.sqlite.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.importer.xmlocel.variants.classic.Parameters attribute) (pm4py.objects.ocel.importer.xmlocel.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.obj.Parameters attribute) (pm4py.objects.ocel.util.attributes_per_type.Parameters attribute) (pm4py.objects.ocel.util.ev_att_to_obj_type.Parameters attribute) (pm4py.objects.ocel.util.events_per_type_per_activity.Parameters attribute) (pm4py.objects.ocel.util.extended_table.Parameters attribute) (pm4py.objects.ocel.util.flattening.Parameters attribute) (pm4py.objects.ocel.util.objects_per_type_per_activity.Parameters attribute) (pm4py.statistics.ocel.act_utils.Parameters attribute) (pm4py.statistics.ocel.edge_metrics.Parameters attribute) EVENT_ATTRIBUTES_AS_NODES (pm4py.objects.conversion.log.variants.to_nx.Parameters attribute) EVENT_BASED (pm4py.algo.transformation.log_to_features.algorithm.Variants attribute) EVENT_ID (pm4py.algo.filtering.ocel.objects_ot_count.Parameters attribute) (pm4py.algo.filtering.ocel.ot_endpoints.Parameters attribute) (pm4py.algo.simulation.playout.oc_causal_net.variants.extensive.Parameters attribute) (pm4py.algo.simulation.playout.ocpn.variants.extensive.Parameters attribute) (pm4py.algo.simulation.playout.ocpn.variants.utils.Parameters attribute) (pm4py.objects.ocel.exporter.jsonocel.variants.classic.Parameters attribute) (pm4py.objects.ocel.exporter.jsonocel.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.exporter.xmlocel.variants.classic.Parameters attribute) (pm4py.objects.ocel.exporter.xmlocel.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.importer.jsonocel.variants.classic.Parameters attribute) (pm4py.objects.ocel.importer.sqlite.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.importer.xmlocel.variants.classic.Parameters attribute) (pm4py.objects.ocel.importer.xmlocel.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.obj.Parameters attribute) (pm4py.objects.ocel.util.ev_att_to_obj_type.Parameters attribute) (pm4py.objects.ocel.util.events_per_object_type.Parameters attribute) (pm4py.objects.ocel.util.events_per_type_per_activity.Parameters attribute) (pm4py.objects.ocel.util.extended_table.Parameters attribute) (pm4py.objects.ocel.util.filtering_utils.Parameters attribute) (pm4py.objects.ocel.util.objects_per_type_per_activity.Parameters attribute) (pm4py.objects.ocel.util.sampling.Parameters attribute) (pm4py.statistics.ocel.act_utils.Parameters attribute) (pm4py.statistics.ocel.edge_metrics.Parameters attribute) (pm4py.statistics.ocel.objects_ot_count.Parameters attribute) EVENT_ID_KEY (pm4py.algo.discovery.batches.variants.pandas.Parameters attribute) (pm4py.algo.discovery.batches.variants.polars.Parameters attribute) (pm4py.algo.transformation.to_embeddings.variants.events_transformers.Parameters attribute) EVENT_LOG (pm4py.util.constants.AvailableSerializations attribute) EVENT_NUM_ATTRIBUTES (pm4py.algo.transformation.ocel.features.events.event_num_attributes.Parameters attribute) EVENT_STR_ATTRIBUTES (pm4py.algo.transformation.ocel.features.events.event_str_attributes.Parameters attribute) EVENT_TIMESTAMP (pm4py.algo.simulation.playout.oc_causal_net.variants.extensive.Parameters attribute) (pm4py.algo.simulation.playout.ocpn.variants.extensive.Parameters attribute) (pm4py.algo.simulation.playout.ocpn.variants.utils.Parameters attribute) (pm4py.objects.ocel.exporter.jsonocel.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.exporter.xmlocel.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.importer.jsonocel.variants.classic.Parameters attribute) (pm4py.objects.ocel.importer.sqlite.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.importer.xmlocel.variants.classic.Parameters attribute) (pm4py.objects.ocel.importer.xmlocel.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.obj.Parameters attribute) (pm4py.objects.ocel.util.ev_att_to_obj_type.Parameters attribute) (pm4py.objects.ocel.util.extended_table.Parameters attribute) (pm4py.objects.ocel.util.flattening.Parameters attribute) (pm4py.statistics.ocel.edge_metrics.Parameters attribute) event_without_activity_or_case() (pm4py.streaming.algo.discovery.dfg.variants.frequency.StreamingDfgDiscovery method) EventLog (class in pm4py.objects.log.obj) EVENTS_TRANSFORMERS (pm4py.algo.transformation.to_embeddings.algorithm.Variants attribute) EventStream (class in pm4py.objects.log.obj) EventStreamPrinter (class in pm4py.streaming.util.event_stream_printer) eventually_follows() (in module pm4py.algo.filtering.log.ltl.ltl_checker) (in module pm4py.algo.filtering.pandas.ltl.ltl_checker) (in module pm4py.algo.filtering.polars.ltl.ltl_checker) exact_match_minimum_average() (in module pm4py.statistics.util.times_bipartite_matching) EXACT_TIME_MATCHING (pm4py.algo.discovery.correlation_mining.variants.classic.Parameters attribute) exactly_one_template_step1() (in module pm4py.algo.discovery.declare.variants.classic) exactly_one_template_step2() (in module pm4py.algo.discovery.declare.variants.classic) EXCEPT_IF_INVALID (pm4py.objects.ocel.importer.sqlite.variants.ocel20.Parameters attribute) EXCLUDE_OBJECT_TYPES (pm4py.objects.ocel.util.rename_objs_ot_tim_lex.Parameters attribute) ExclusiveChoiceCut (class in pm4py.algo.discovery.inductive.cuts.xor) ExclusiveChoiceCutDFG (class in pm4py.algo.discovery.inductive.cuts.xor) ExclusiveChoiceCutUVCL (class in pm4py.algo.discovery.inductive.cuts.xor) execute() (in module pm4py.objects.bpmn.semantics) (in module pm4py.objects.petri_net.data_petri_nets.semantics) (in module pm4py.objects.petri_net.inhibitor_reset.semantics) (in module pm4py.objects.petri_net.semantics) (in module pm4py.objects.process_tree.semantics) (pm4py.objects.petri_net.data_petri_nets.semantics.DataPetriNetSemantics method) (pm4py.objects.petri_net.inhibitor_reset.semantics.InhibitorResetSemantics method) (pm4py.objects.petri_net.sem_interface.Semantics method) (pm4py.objects.petri_net.semantics.ClassicSemantics method) execute_enabled() (in module pm4py.objects.process_tree.semantics) execute_token_flow() (in module pm4py.objects.bpmn.semantics) execute_tr() (in module pm4py.algo.conformance.tokenreplay.variants.backwards) EXHAUSTIVE_INVISIBLE_EXPLORATION (pm4py.algo.conformance.tokenreplay.variants.token_replay.Parameters attribute) existence_template_step1() (in module pm4py.algo.discovery.declare.variants.classic) EXISTS_TRACE (pm4py.algo.simulation.playout.ocpn.variants.extensive.Parameters attribute) exp_mech() (in module pm4py.algo.anonymization.trace_variant_query.util.exp_mech) explain_visualization() (in module pm4py.llm) explore_backwards() (in module pm4py.algo.conformance.tokenreplay.variants.backwards) EXPONENT (pm4py.algo.conformance.alignments.petri_net.algorithm.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star.Parameters attribute) (pm4py.algo.conformance.antialignments.algorithm.Parameters attribute) (pm4py.algo.conformance.antialignments.variants.discounted_a_star.Parameters attribute) (pm4py.algo.conformance.multialignments.algorithm.Parameters attribute) (pm4py.algo.conformance.multialignments.variants.discounted_a_star.Parameters attribute) Exponential (class in pm4py.objects.random_variables.exponential.random_variable) export_as_string() (in module pm4py.objects.dfg.exporter.variants.classic) export_attribute() (in module pm4py.objects.log.exporter.xes.variants.line_by_line) export_line_by_line() (in module pm4py.objects.dfg.exporter.variants.classic) export_log_as_string() (in module pm4py.objects.log.exporter.xes.variants.etree_xes_exp) (in module pm4py.objects.log.exporter.xes.variants.line_by_line) export_log_line_by_line() (in module pm4py.objects.log.exporter.xes.variants.line_by_line) export_log_tree() (in module pm4py.objects.log.exporter.xes.variants.etree_xes_exp) export_net() (in module pm4py.objects.petri_net.exporter.variants.pnml) export_petri_as_string() (in module pm4py.objects.petri_net.exporter.variants.pnml) export_petri_tree() (in module pm4py.objects.petri_net.exporter.variants.pnml) export_ptree_tree() (in module pm4py.objects.process_tree.exporter.variants.ptml) export_trace_line_by_line() (in module pm4py.objects.log.exporter.xes.variants.line_by_line) export_tree_as_string() (in module pm4py.objects.process_tree.exporter.variants.ptml) EXTENDED_CARDOSO (pm4py.algo.evaluation.simplicity.algorithm.Variants attribute) EXTENDED_CYCLOMATIC (pm4py.algo.evaluation.simplicity.algorithm.Variants attribute) ExtendedMarkingEquationSolver (class in pm4py.algo.analysis.extended_marking_equation.variants.classic) EXTENSIONS (pm4py.objects.conversion.log.variants.to_event_stream.Parameters attribute) extensions (pm4py.objects.log.obj.EventStream property) EXTENSIVE (pm4py.algo.simulation.playout.oc_causal_net.algorithm.Variants attribute) (pm4py.algo.simulation.playout.ocpn.algorithm.Variants attribute) (pm4py.algo.simulation.playout.petri_net.algorithm.Variants attribute) (pm4py.algo.simulation.playout.process_tree.algorithm.Variants attribute) EXTRA_PAYLOAD (pm4py.algo.querying.llm.connectors.anthropic.Parameters attribute) (pm4py.algo.querying.llm.connectors.google.Parameters attribute) (pm4py.algo.querying.llm.connectors.openai.Parameters attribute) extract() (in module pm4py.objects.petri_net.utils.embed_stochastic_map) extract_all_ev_features_names_from_log() (in module pm4py.algo.transformation.log_to_features.variants.event_based) extract_features() (in module pm4py.algo.transformation.log_to_features.variants.event_based) extract_features_dataframe() (in module pm4py.ml) extract_global_features() (in module pm4py.algo.concept_drift.variants.bose) extract_log_camunda_workflow() (in module pm4py.connectors) extract_log_chrome_history() (in module pm4py.connectors) extract_log_firefox_history() (in module pm4py.connectors) extract_log_github() (in module pm4py.connectors) extract_log_outlook_calendar() (in module pm4py.connectors) extract_log_outlook_mails() (in module pm4py.connectors) extract_log_sap_accounting() (in module pm4py.connectors) extract_log_sap_o2c() (in module pm4py.connectors) extract_log_windows_events() (in module pm4py.connectors) extract_ocel_camunda_workflow() (in module pm4py.connectors) extract_ocel_chrome_history() (in module pm4py.connectors) extract_ocel_features() (in module pm4py.ml) extract_ocel_firefox_history() (in module pm4py.connectors) extract_ocel_github() (in module pm4py.connectors) extract_ocel_outlook_calendar() (in module pm4py.connectors) extract_ocel_outlook_mails() (in module pm4py.connectors) extract_ocel_sap_accounting() (in module pm4py.connectors) extract_ocel_sap_o2c() (in module pm4py.connectors) extract_ocel_windows_events() (in module pm4py.connectors) extract_outcome_enriched_dataframe() (in module pm4py.ml) extract_target_vector() (in module pm4py.ml) extract_temporal_features_dataframe() (in module pm4py.ml) extract_unique_activities() (in module pm4py.algo.concept_drift.variants.bose)

F

fail_if_not_removed() (in module pm4py.util.deprecation) fall_through() (pm4py.algo.discovery.inductive.fall_through.factory.FallThroughFactory class method) (pm4py.algo.discovery.inductive.variants.abc.InductiveMinerFramework method) (pm4py.algo.discovery.powl.inductive.fall_through.factory.FallThroughFactory class method) (pm4py.algo.discovery.powl.inductive.variants.im_tree.IMBasePOWL method) FallThrough (class in pm4py.algo.discovery.inductive.fall_through.abc) FallThroughFactory (class in pm4py.algo.discovery.inductive.fall_through.factory) (class in pm4py.algo.discovery.powl.inductive.fall_through.factory) feasible_traces_to_ocel() (in module pm4py.algo.simulation.playout.ocpn.variants.utils) FEATURE_NAMES (pm4py.algo.transformation.log_to_features.variants.event_based.Parameters attribute) (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) features_from_process_tree() (in module pm4py.objects.process_tree.utils.struct_similarity) FILLCOLORS (pm4py.visualization.transition_system.util.visualize_graphviz.Parameters attribute) (pm4py.visualization.transition_system.variants.view_based.Parameters attribute) filter4() (in module pm4py.objects.oc_causal_net.utils.filters) filter_activities_rework() (in module pm4py.filtering) FILTER_ACTIVITY_COUPLE (pm4py.algo.transformation.log_to_interval_tree.variants.open_paths.Parameters attribute) filter_activity_done_different_resources() (in module pm4py.filtering) filter_between() (in module pm4py.filtering) filter_case_performance() (in module pm4py.algo.filtering.log.cases.case_filter) (in module pm4py.algo.filtering.pandas.cases.case_filter) (in module pm4py.algo.filtering.polars.cases.case_filter) (in module pm4py.filtering) filter_case_size() (in module pm4py.filtering) filter_cases_exceeding_specified_acti_performance() (in module pm4py.objects.petri_net.utils.performance_map) filter_df_keeping_activ_exc_thresh() (in module pm4py.algo.filtering.pandas.attributes.attributes_filter) (in module pm4py.algo.filtering.polars.attributes.attributes_filter) filter_df_keeping_spno_activities() (in module pm4py.algo.filtering.pandas.attributes.attributes_filter) (in module pm4py.algo.filtering.polars.attributes.attributes_filter) filter_df_on_attribute_values() (in module pm4py.algo.filtering.pandas.attributes.attributes_filter) (in module pm4py.algo.filtering.polars.attributes.attributes_filter) filter_df_on_end_activities() (in module pm4py.algo.filtering.pandas.end_activities.end_activities_filter) (in module pm4py.algo.filtering.polars.end_activities.end_activities_filter) filter_df_on_end_activities_nocc() (in module pm4py.algo.filtering.pandas.end_activities.end_activities_filter) (in module pm4py.algo.filtering.polars.end_activities.end_activities_filter) filter_df_on_start_activities() (in module pm4py.algo.filtering.pandas.start_activities.start_activities_filter) filter_df_on_start_activities_nocc() (in module pm4py.algo.filtering.pandas.start_activities.start_activities_filter) filter_df_relative_occurrence_event_attribute() (in module pm4py.algo.filtering.pandas.attributes.attributes_filter) (in module pm4py.algo.filtering.polars.attributes.attributes_filter) filter_dfg_activities_percentage() (in module pm4py.filtering) filter_dfg_contain_activity() (in module pm4py.algo.filtering.dfg.dfg_filtering) filter_dfg_from_activity() (in module pm4py.algo.filtering.dfg.dfg_filtering) filter_dfg_keep_connected() (in module pm4py.algo.filtering.dfg.dfg_filtering) filter_dfg_on_act() (in module pm4py.objects.dfg.utils.dfg_utils) filter_dfg_on_activities_percentage() (in module pm4py.algo.filtering.dfg.dfg_filtering) filter_dfg_on_paths_percentage() (in module pm4py.algo.filtering.dfg.dfg_filtering) filter_dfg_paths_percentage() (in module pm4py.filtering) filter_dfg_to_activity() (in module pm4py.algo.filtering.dfg.dfg_filtering) filter_directly_follows_relation() (in module pm4py.filtering) filter_end_activities() (in module pm4py.filtering) filter_end_events_per_object_type() (in module pm4py.algo.filtering.ocel.ot_endpoints) filter_event_attribute_values() (in module pm4py.filtering) filter_eventually_follows_relation() (in module pm4py.filtering) filter_four_eyes_principle() (in module pm4py.filtering) filter_log() (in module pm4py.hof) filter_log_by_attributes_threshold() (in module pm4py.algo.filtering.log.attributes.attributes_filter) filter_log_by_end_activities() (in module pm4py.algo.filtering.log.end_activities.end_activities_filter) filter_log_by_paths() (in module pm4py.algo.filtering.log.paths.paths_filter) filter_log_by_start_activities() (in module pm4py.algo.filtering.log.start_activities.start_activities_filter) filter_log_events_attr() (in module pm4py.objects.log.util.basic_filter) filter_log_on_max_no_activities() (in module pm4py.algo.filtering.log.attributes.attributes_filter) filter_log_relative_occurrence_event_attribute() (in module pm4py.algo.filtering.log.attributes.attributes_filter) (in module pm4py.filtering) filter_log_traces_attr() (in module pm4py.objects.log.util.basic_filter) filter_log_variants_percentage() (in module pm4py.algo.filtering.log.variants.variants_filter) filter_most_frequent_variants() (in module pm4py.algo.discovery.powl.inductive.utils.filtering) filter_most_frequent_variants_with_decreasing_factor() (in module pm4py.algo.discovery.powl.inductive.utils.filtering) filter_ocel_activities_connected_object_type() (in module pm4py.filtering) filter_ocel_cc_activity() (in module pm4py.filtering) filter_ocel_cc_length() (in module pm4py.filtering) filter_ocel_cc_object() (in module pm4py.filtering) filter_ocel_cc_otype() (in module pm4py.filtering) filter_ocel_end_events_per_object_type() (in module pm4py.filtering) filter_ocel_event_attribute() (in module pm4py.filtering) filter_ocel_events() (in module pm4py.filtering) filter_ocel_events_timestamp() (in module pm4py.filtering) filter_ocel_object_attribute() (in module pm4py.filtering) filter_ocel_object_per_type_count() (in module pm4py.filtering) filter_ocel_object_types() (in module pm4py.filtering) filter_ocel_object_types_allowed_activities() (in module pm4py.filtering) filter_ocel_objects() (in module pm4py.filtering) filter_ocel_start_events_per_object_type() (in module pm4py.filtering) filter_on_case_performance() (in module pm4py.algo.filtering.log.cases.case_filter) (in module pm4py.algo.filtering.pandas.cases.case_filter) (in module pm4py.algo.filtering.polars.cases.case_filter) filter_on_case_size() (in module pm4py.algo.filtering.log.cases.case_filter) (in module pm4py.algo.filtering.pandas.cases.case_filter) (in module pm4py.algo.filtering.polars.cases.case_filter) filter_on_ncases() (in module pm4py.algo.filtering.log.cases.case_filter) (in module pm4py.algo.filtering.pandas.cases.case_filter) (in module pm4py.algo.filtering.polars.cases.case_filter) filter_on_trace_attribute() (in module pm4py.algo.filtering.log.timestamp.timestamp_filter) filter_paths_performance() (in module pm4py.filtering) FILTER_PER_TYPE (pm4py.algo.transformation.ocel.features.objects.algorithm.Parameters attribute) filter_prefixes() (in module pm4py.filtering) filter_start_activities() (in module pm4py.filtering) filter_start_events_per_object_type() (in module pm4py.algo.filtering.ocel.ot_endpoints) filter_suffixes() (in module pm4py.filtering) filter_time_range() (in module pm4py.filtering) filter_trace() (in module pm4py.hof) filter_trace_attribute_values() (in module pm4py.filtering) filter_trace_segments() (in module pm4py.filtering) filter_traces_attribute_in_timeframe() (in module pm4py.algo.filtering.log.timestamp.timestamp_filter) (in module pm4py.algo.filtering.pandas.timestamp.timestamp_filter) (in module pm4py.algo.filtering.polars.timestamp.timestamp_filter) filter_traces_completing_in_timeframe() (in module pm4py.algo.filtering.log.timestamp.timestamp_filter) (in module pm4py.algo.filtering.pandas.timestamp.timestamp_filter) filter_traces_contained() (in module pm4py.algo.filtering.log.timestamp.timestamp_filter) (in module pm4py.algo.filtering.pandas.timestamp.timestamp_filter) (in module pm4py.algo.filtering.polars.timestamp.timestamp_filter) filter_traces_intersecting() (in module pm4py.algo.filtering.log.timestamp.timestamp_filter) (in module pm4py.algo.filtering.pandas.timestamp.timestamp_filter) (in module pm4py.algo.filtering.polars.timestamp.timestamp_filter) filter_traces_starting_in_timeframe() (in module pm4py.algo.filtering.log.timestamp.timestamp_filter) (in module pm4py.algo.filtering.pandas.timestamp.timestamp_filter) FILTER_TYPE (pm4py.algo.filtering.pandas.consecutive_act_case_grouping.consecutive_act_case_grouping_filter.Parameters attribute) (pm4py.algo.filtering.pandas.timestamp_case_grouping.timestamp_case_grouping_filter.Parameters attribute) (pm4py.algo.filtering.polars.consecutive_act_case_grouping.consecutive_act_case_grouping_filter.Parameters attribute) (pm4py.algo.filtering.polars.timestamp_case_grouping.timestamp_case_grouping_filter.Parameters attribute) filter_variants() (in module pm4py.filtering) filter_variants_by_coverage_percentage() (in module pm4py.algo.filtering.log.variants.variants_filter) (in module pm4py.algo.filtering.pandas.variants.variants_filter) (in module pm4py.filtering) filter_variants_by_maximum_coverage_percentage() (in module pm4py.algo.filtering.log.variants.variants_filter) (in module pm4py.algo.filtering.pandas.variants.variants_filter) filter_variants_top_k() (in module pm4py.algo.filtering.log.variants.variants_filter) (in module pm4py.algo.filtering.pandas.variants.variants_filter) (in module pm4py.algo.filtering.polars.variants.variants_filter) (in module pm4py.filtering) filter_variants_variants_percentage() (in module pm4py.algo.filtering.log.variants.variants_filter) FILTERING_LEVEL_WARNING_SHOWN (pm4py.utils.Shared attribute) FilteringType (class in pm4py.algo.discovery.powl.inductive.utils.filtering) final (pm4py.objects.trie.obj.Trie property) final_marking (pm4py.objects.ocpn.obj.OCPetriNet property) find_associations_from_ocel() (in module pm4py.statistics.ocel.act_ot_dependent) (in module pm4py.statistics.ocel.act_utils) find_associations_from_relations_df() (in module pm4py.statistics.ocel.act_utils) find_associations_per_edge() (in module pm4py.statistics.ocel.edge_metrics) find_auto_threshold() (in module pm4py.algo.filtering.log.variants.variants_filter) find_bindings() (in module pm4py.objects.conversion.heuristics_net.variants.to_petri_net) find_cliques() (in module pm4py.util.nx_utils) find_concurrent_groups() (in module pm4py.visualization.powl.variants.net) find_cut() (pm4py.algo.discovery.inductive.cuts.factory.CutFactory class method) (pm4py.algo.discovery.inductive.variants.abc.InductiveMinerFramework method) (pm4py.algo.discovery.powl.inductive.cuts.factory.CutFactory class method) (pm4py.algo.discovery.powl.inductive.variants.brute_force.factory.CutFactoryPOWLBruteForce class method) (pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering.factory.CutFactoryPOWLDynamicClustering class method) (pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering_frequency.factory.CutFactoryPOWLDynamicClusteringFrequency class method) (pm4py.algo.discovery.powl.inductive.variants.im_brute_force.POWLInductiveMinerBruteForce method) (pm4py.algo.discovery.powl.inductive.variants.im_dynamic_clustering.POWLInductiveMinerDynamicClustering method) (pm4py.algo.discovery.powl.inductive.variants.im_dynamic_clustering_frequencies.POWLInductiveMinerDynamicClusteringFrequency method) (pm4py.algo.discovery.powl.inductive.variants.im_maximal.POWLInductiveMinerMaximalOrder method) (pm4py.algo.discovery.powl.inductive.variants.im_tree.IMBasePOWL method) (pm4py.algo.discovery.powl.inductive.variants.maximal.factory.CutFactoryPOWLMaximal class method)

find_min_max_arc_frequency() (in module pm4py.objects.petri_net.utils.performance_map) find_min_max_arc_performance() (in module pm4py.objects.petri_net.utils.performance_map) find_min_max_trans_frequency() (in module pm4py.objects.petri_net.utils.performance_map) find_multiset_intersection() (in module pm4py.algo.organizational_mining.roles.common.algorithm) find_multiset_union() (in module pm4py.algo.organizational_mining.roles.common.algorithm) find_role_similarity() (in module pm4py.algo.organizational_mining.roles.common.algorithm) findsubsets() (in module pm4py.algo.discovery.footprints.petri.variants.reach_graph) FINISH_RATE (pm4py.algo.transformation.log_to_features.variants.temporal.Parameters attribute) (pm4py.algo.transformation.log_to_features.variants.temporal_lazy.Parameters attribute) FINISHED (pm4py.streaming.stream.live_event_stream.StreamState attribute) (pm4py.streaming.stream.live_trace_stream.StreamState attribute) fire() (pm4py.objects.ocpn.semantics.OCPetriNetSemantics class method) (pm4py.objects.petri_net.saw_net.semantics.StochasticArcWeightNetSemantics class method) (pm4py.objects.petri_net.semantics.PetriNetSemantics class method) first_last_activity_index_trace() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) FIRST_OR_LAST (pm4py.algo.filtering.log.prefixes.prefix_filter.Parameters attribute) (pm4py.algo.filtering.log.suffixes.suffix_filter.Parameters attribute) (pm4py.algo.filtering.pandas.prefixes.prefix_filter.Parameters attribute) (pm4py.algo.filtering.pandas.suffixes.suffix_filter.Parameters attribute) fitness_alignments() (in module pm4py.conformance) fitness_footprints() (in module pm4py.conformance) FITNESS_ROUND_DIGITS (pm4py.algo.conformance.alignments.petri_net.algorithm.Parameters attribute) fitness_token_based_replay() (in module pm4py.conformance) fix_dataframe_column() (in module pm4py.util.dt_parsing.variants.strpfromiso) fix_fp() (in module pm4py.algo.discovery.footprints.powl.variants.bottomup) (in module pm4py.algo.discovery.footprints.tree.variants.bottomup) fix_naivety() (in module pm4py.util.dt_parsing.variants.strpfromiso) flat() (pm4py.algo.discovery.genetic.util.iset static method) flatten() (in module pm4py.algo.simulation.playout.process_tree.variants.extensive) (in module pm4py.objects.ocel.util.flattening) flatten_conf() (in module pm4py.algo.conformance.footprints.util.evaluation) flatten_fp() (in module pm4py.algo.conformance.footprints.util.evaluation) FlowerModelDFG (class in pm4py.algo.discovery.inductive.fall_through.flower) FlowerModelUVCL (class in pm4py.algo.discovery.inductive.fall_through.flower) flushall() (pm4py.streaming.util.dictio.versions.redis.ThreadSafeRedisDict method) flushdb() (pm4py.streaming.util.dictio.versions.redis.ThreadSafeRedisDict method) FM_LEQ_ACCEPTED (pm4py.algo.simulation.playout.petri_net.variants.basic_playout.Parameters attribute) FOLD (pm4py.objects.conversion.wf_net.variants.to_process_tree.Parameters attribute) fold() (in module pm4py.objects.process_tree.utils.generic) FONT_NAME (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) FONT_SIZE (pm4py.visualization.bpmn.variants.classic.Parameters attribute) (pm4py.visualization.dfg.variants.cost.Parameters attribute) (pm4py.visualization.dfg.variants.frequency.Parameters attribute) (pm4py.visualization.dfg.variants.performance.Parameters attribute) (pm4py.visualization.dfg.variants.timeline.Parameters attribute) (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) (pm4py.visualization.petri_net.common.visualize.Parameters attribute) (pm4py.visualization.petri_net.variants.greedy_decoration_frequency.Parameters attribute) (pm4py.visualization.petri_net.variants.greedy_decoration_performance.Parameters attribute) (pm4py.visualization.petri_net.variants.token_decoration_frequency.Parameters attribute) (pm4py.visualization.petri_net.variants.token_decoration_performance.Parameters attribute) (pm4py.visualization.petri_net.variants.wo_decoration.Parameters attribute) (pm4py.visualization.powl.variants.basic.Parameters attribute) (pm4py.visualization.process_tree.variants.frequency_annotation.Parameters attribute) (pm4py.visualization.process_tree.variants.symbolic.Parameters attribute) (pm4py.visualization.process_tree.variants.wo_decoration.Parameters attribute) (pm4py.visualization.transition_system.util.visualize_graphviz.Parameters attribute) (pm4py.visualization.transition_system.variants.view_based.Parameters attribute) FOOTPRINTS (pm4py.algo.conformance.footprints.variants.log_extensive.ConfOutputs attribute) (pm4py.algo.conformance.footprints.variants.trace_extensive.ConfOutputs attribute) FootprintsStreamingConformance (class in pm4py.streaming.algo.conformance.footprints.variants.classic) FORCE_NAMES (pm4py.visualization.transition_system.util.visualize_graphviz.Parameters attribute) (pm4py.visualization.transition_system.variants.view_based.Parameters attribute) form_encoding_dictio_from_log() (in module pm4py.objects.log.util.log_regex) form_encoding_dictio_from_two_logs() (in module pm4py.objects.log.util.log_regex) form_fake_log() (in module pm4py.algo.evaluation.precision.utils) form_html() (in module pm4py.visualization.common.html) form_log_from_dictio_couple() (in module pm4py.algo.conformance.tokenreplay.diagnostics.root_cause_analysis) form_representation_from_dictio_couple() (in module pm4py.algo.conformance.tokenreplay.diagnostics.root_cause_analysis) form_rules_table() (in module pm4py.algo.discovery.declare.variants.classic) FORMAT (pm4py.visualization.align_table.variants.classic.Parameters attribute) (pm4py.visualization.bpmn.variants.classic.Parameters attribute) (pm4py.visualization.decisiontree.variants.classic.Parameters attribute) (pm4py.visualization.dfg.variants.cost.Parameters attribute) (pm4py.visualization.dfg.variants.frequency.Parameters attribute) (pm4py.visualization.dfg.variants.performance.Parameters attribute) (pm4py.visualization.dfg.variants.timeline.Parameters attribute) (pm4py.visualization.dotted_chart.variants.classic.Parameters attribute) (pm4py.visualization.footprints.variants.comparison.Parameters attribute) (pm4py.visualization.footprints.variants.comparison_symmetric.Parameters attribute) (pm4py.visualization.footprints.variants.single.Parameters attribute) (pm4py.visualization.graphs.variants.attributes.Parameters attribute) (pm4py.visualization.graphs.variants.barplot.Parameters attribute) (pm4py.visualization.graphs.variants.cases.Parameters attribute) (pm4py.visualization.graphs.variants.dates.Parameters attribute) (pm4py.visualization.heuristics_net.variants.pydotplus_vis.Parameters attribute) (pm4py.visualization.network_analysis.variants.frequency.Parameters attribute) (pm4py.visualization.network_analysis.variants.performance.Parameters attribute) (pm4py.visualization.networkx.variants.digraph.Parameters attribute) (pm4py.visualization.ocel.eve_to_obj_types.variants.graphviz.Parameters attribute) (pm4py.visualization.ocel.interleavings.variants.graphviz.Parameters attribute) (pm4py.visualization.ocel.object_graph.variants.graphviz.Parameters attribute) (pm4py.visualization.ocel.ocdfg.variants.classic.Parameters attribute) (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) (pm4py.visualization.ocel.ocpn.variants.wo_decoration.Parameters attribute) (pm4py.visualization.performance_spectrum.variants.neato.Parameters attribute) (pm4py.visualization.petri_net.common.visualize.Parameters attribute) (pm4py.visualization.petri_net.variants.greedy_decoration_frequency.Parameters attribute) (pm4py.visualization.petri_net.variants.greedy_decoration_performance.Parameters attribute) (pm4py.visualization.petri_net.variants.token_decoration_frequency.Parameters attribute) (pm4py.visualization.petri_net.variants.token_decoration_performance.Parameters attribute) (pm4py.visualization.petri_net.variants.wo_decoration.Parameters attribute) (pm4py.visualization.powl.variants.basic.Parameters attribute) (pm4py.visualization.powl.variants.net.Parameters attribute) (pm4py.visualization.powl.visualizer.Parameters attribute) (pm4py.visualization.process_tree.variants.frequency_annotation.Parameters attribute) (pm4py.visualization.process_tree.variants.symbolic.Parameters attribute) (pm4py.visualization.process_tree.variants.wo_decoration.Parameters attribute) (pm4py.visualization.sna.variants.networkx.Parameters attribute) (pm4py.visualization.transition_system.util.visualize_graphviz.Parameters attribute) (pm4py.visualization.transition_system.variants.trans_frequency.Parameters attribute) (pm4py.visualization.transition_system.variants.view_based.Parameters attribute) (pm4py.visualization.trie.variants.classic.Parameters attribute) (pm4py.visualization.variants_duration.variants.classic.Parameters attribute) format_dataframe() (in module pm4py.utils) format_unique() (in module pm4py.util.pandas_utils) four_eyes_principle() (in module pm4py.algo.filtering.log.ltl.ltl_checker) (in module pm4py.algo.filtering.pandas.ltl.ltl_checker) (in module pm4py.algo.filtering.polars.ltl.ltl_checker) fp_fitness() (in module pm4py.algo.conformance.footprints.util.evaluation) fp_precision() (in module pm4py.algo.conformance.footprints.util.evaluation) fraction_case_completions() (in module pm4py.algo.organizational_mining.resource_profiles.algorithm) (in module pm4py.algo.organizational_mining.resource_profiles.variants.log) (in module pm4py.algo.organizational_mining.resource_profiles.variants.pandas) FREQ_TRIPLES (pm4py.algo.discovery.dfg.algorithm.Variants attribute) freq_triples() (in module pm4py.algo.discovery.dfg.variants.freq_triples) FREQUENCY (pm4py.algo.discovery.dfg.algorithm.Variants attribute) (pm4py.streaming.algo.discovery.dfg.algorithm.Variants attribute) (pm4py.visualization.dfg.visualizer.Variants attribute) (pm4py.visualization.network_analysis.visualizer.Variants attribute) (pm4py.visualization.petri_net.visualizer.Variants attribute) FREQUENCY_ANNOTATION (pm4py.visualization.process_tree.visualizer.Variants attribute) FREQUENCY_GREEDY (pm4py.algo.discovery.dfg.algorithm.Variants attribute) (pm4py.visualization.petri_net.visualizer.Variants attribute) FrequencyTask (class in pm4py.visualization.powl.variants.net) frequent() (pm4py.util.prefixspan.PrefixSpan method) FrequentTransition (class in pm4py.objects.powl.obj) from_interleavings() (in module pm4py.objects.ocel.util.log_ocel) from_state (pm4py.objects.transition_system.obj.TransitionSystem.Transition property) from_traditional_log() (in module pm4py.objects.ocel.util.log_ocel) from_traditional_pandas() (in module pm4py.objects.ocel.util.log_ocel) FULL_BOOTSTRAP_REQUIRED (pm4py.algo.analysis.extended_marking_equation.variants.classic.Parameters attribute) (pm4py.algo.analysis.marking_equation.variants.classic.Parameters attribute) FUTURE (pm4py.objects.process_tree.obj.ProcessTree.OperatorState attribute)

G

Gamma (class in pm4py.objects.random_variables.gamma.random_variable) GAMMA (pm4py.algo.conformance.ocel.etot.variants.graph_comparison.Parameters attribute) (pm4py.algo.conformance.ocel.ocdfg.variants.graph_comparison.Parameters attribute) (pm4py.algo.conformance.ocel.otg.variants.graph_comparison.Parameters attribute) gen_patterns() (in module pm4py.algo.discovery.performance_spectrum.variants.dataframe_disconnected) (in module pm4py.algo.discovery.performance_spectrum.variants.lazyframe_disconnected) generalization_tbr() (in module pm4py.conformance) GENERALIZATION_TOKEN (pm4py.algo.evaluation.generalization.algorithm.Variants attribute) generate() (pm4py.algo.simulation.tree_generator.variants.ptandloggenerator.GeneratedTree method) generate_arc_id() (in module pm4py.visualization.ocel.ocpn.variants.brachmann) generate_dummy_id() (in module pm4py.visualization.ocel.ocpn.variants.brachmann) generate_initial_order() (in module pm4py.algo.discovery.powl.inductive.variants.maximal.maximal_partial_order_cut) generate_label_for_transition() (in module pm4py.objects.conversion.wf_net.variants.to_process_tree) generate_log() (in module pm4py.objects.process_tree.semantics) (pm4py.algo.simulation.playout.declare.variants.classic.DeclarePlayout method) generate_marking() (in module pm4py.analysis) generate_new_binary_transition() (in module pm4py.objects.conversion.wf_net.variants.to_process_tree) generate_nx_graph_from_dfg() (in module pm4py.algo.filtering.dfg.dfg_filtering) generate_order() (in module pm4py.algo.discovery.powl.inductive.variants.brute_force.bf_partial_order_cut) (in module pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering.dynamic_clustering_partial_order_cut) (in module pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering_frequency.dynamic_clustering_frequency_partial_order_cut) generate_pm4py_log() (in module pm4py.algo.anonymization.trace_variant_query.util.util) generate_process_tree() (in module pm4py.sim) generate_random_string() (in module pm4py.algo.simulation.tree_generator.variants.basic) GeneratedTree (class in pm4py.algo.simulation.tree_generator.variants.ptandloggenerator) GENERATIONS (pm4py.algo.discovery.genetic.algorithm.Parameters attribute) GenerationTree (class in pm4py.objects.process_tree.semantics) GeneticMatrix (class in pm4py.objects.genetic_matrix.obj) get() (in module pm4py.objects.ocel.util.attributes_per_type) (in module pm4py.util.dt_parsing.parser) (pm4py.objects.bpmn.obj.BPMNLayout method) (pm4py.streaming.algo.interface.StreamingAlgorithm method) get_acache() (in module pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal) get_act_correspondence() (in module pm4py.algo.evaluation.earth_mover_distance.variants.pyemd) get_activated_transitions() (pm4py.algo.analysis.extended_marking_equation.variants.classic.ExtendedMarkingEquationSolver method) (pm4py.algo.analysis.marking_equation.variants.classic.MarkingEquationSolver method) get_activities_color() (in module pm4py.visualization.dfg.util.dfg_gviz) (in module pm4py.visualization.dfg.variants.timeline) get_activities_color_serv_time() (in module pm4py.visualization.dfg.util.dfg_gviz) get_activities_direction() (in module pm4py.objects.dfg.utils.dfg_utils) get_activities_dirlist() (in module pm4py.objects.dfg.utils.dfg_utils) get_activities_from_dfg() (in module pm4py.objects.dfg.utils.dfg_utils) get_activities_from_variant() (in module pm4py.util.variants_util) get_activities_self_loop() (in module pm4py.objects.dfg.utils.dfg_utils) get_activity() (pm4py.objects.bpmn.obj.BPMN.BoundaryEvent method) get_activity_labels() (in module pm4py.analysis) get_activity_labels_from_trace() (in module pm4py.algo.conformance.alignments.process_tree.variants.approximated.utilities) get_activity_object_types() (in module pm4py.objects.oc_causal_net.variants.to_ocpn) get_activity_position_summary() (in module pm4py.stats) get_alignments_decoration() (in module pm4py.visualization.petri_net.util.alignments_decoration) get_all_activities_connected_as_input_to_activity() (in module pm4py.objects.dfg.utils.dfg_utils) get_all_activities_connected_as_output_to_activity() (in module pm4py.objects.dfg.utils.dfg_utils) get_all_case_durations() (in module pm4py.statistics.traces.generic.log.case_statistics) (in module pm4py.statistics.traces.generic.pandas.case_statistics) (in module pm4py.statistics.traces.generic.polars.case_statistics) (in module pm4py.stats) get_all_child_subprocesses() (in module pm4py.objects.bpmn.util.bpmn_utils) get_all_direct_child_subprocesses() (in module pm4py.objects.bpmn.util.bpmn_utils) get_all_event_attributes_from_log() (in module pm4py.statistics.attributes.log.get) get_all_footprints() (in module pm4py.algo.discovery.footprints.tree.variants.bottomup) get_all_nodes_inside_process() (in module pm4py.objects.bpmn.util.bpmn_utils) get_all_string_event_attribute_values() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) get_all_string_event_succession_attribute_values() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) get_all_string_trace_attribute_values() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) get_all_trace_attributes_from_log() (in module pm4py.statistics.attributes.log.get) get_alphabet() (in module pm4py.objects.dfg.utils.dfg_utils) (in module pm4py.util.compression.util) get_alres() (in module pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal) get_ancestors_until() (in module pm4py.objects.process_tree.utils.generic) get_arc_penwidth() (in module pm4py.util.vis_utils) get_arc_type() (in module pm4py.objects.petri_net.utils.petri_utils) get_arcs_between() (in module pm4py.visualization.ocel.ocpn.variants.brachmann) get_arcs_between_layers() (in module pm4py.visualization.ocel.ocpn.variants.brachmann) get_attribute_names() (in module pm4py.objects.ocel.util.attributes_names) get_attribute_values() (in module pm4py.algo.filtering.polars.attributes.attributes_filter) (in module pm4py.statistics.attributes.log.get) (in module pm4py.statistics.attributes.pandas.get) (in module pm4py.statistics.attributes.polars.get) get_attribute_values_count() (in module pm4py.util.pandas_utils) get_attributes() (in module pm4py.algo.decision_mining.algorithm) get_attributes_threshold() (in module pm4py.statistics.attributes.common.get) get_aux_place_name() (in module pm4py.objects.ocpn.variants.to_oc_causal_net) get_base64_from_file() (in module pm4py.util.vis_utils) get_base64_from_gviz() (in module pm4py.util.vis_utils) get_base_cases() (pm4py.algo.discovery.inductive.base_case.factory.BaseCaseFactory class method) (pm4py.algo.discovery.powl.inductive.base_case.factory.BaseCaseFactory class method) get_base_json_object() (in module pm4py.objects.ocel.exporter.jsonocel.variants.classic) get_base_ocel() (in module pm4py.objects.ocel.importer.jsonocel.variants.classic) get_best_worst_cost() (in module pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal) (in module pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_less_memory) (in module pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_no_heuristics) (in module pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star) (in module pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_no_heuristics) (in module pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star) get_bmap() (in module pm4py.algo.conformance.tokenreplay.variants.backwards) get_bottom_edge_coord() (in module pm4py.objects.bpmn.layout.variants.graphviz) get_bottomup_nodes() (in module pm4py.objects.process_tree.utils.bottomup) get_boundary_events_of_activity() (in module pm4py.objects.bpmn.util.bpmn_utils) get_c_matrix() (in module pm4py.algo.discovery.correlation_mining.util) get_case_arrival_average() (in module pm4py.stats) get_case_arrival_avg() (in module pm4py.statistics.traces.generic.log.case_arrival) (in module pm4py.statistics.traces.generic.pandas.case_arrival) (in module pm4py.statistics.traces.generic.polars.case_arrival) get_case_dispersion_avg() (in module pm4py.statistics.traces.generic.log.case_arrival) (in module pm4py.statistics.traces.generic.pandas.case_arrival) (in module pm4py.statistics.traces.generic.polars.case_arrival) get_case_duration() (in module pm4py.algo.conformance.tokenreplay.diagnostics.duration_diagnostics) (in module pm4py.stats) get_case_overlap() (in module pm4py.stats) get_cases_description() (in module pm4py.statistics.traces.generic.log.case_statistics) (in module pm4py.statistics.traces.generic.pandas.case_statistics) (in module pm4py.statistics.traces.generic.polars.case_statistics) get_children() (pm4py.objects.powl.obj.StrictPartialOrder method) get_class_representation_by_str_ev_attr_value_presence() (in module pm4py.objects.log.util.get_class_representation) get_class_representation_by_str_ev_attr_value_value() (in module pm4py.objects.log.util.get_class_representation) get_class_representation_by_trace_duration() (in module pm4py.objects.log.util.get_class_representation) get_color() (in module pm4py.visualization.powl.variants.basic) (in module pm4py.visualization.process_tree.variants.symbolic) (in module pm4py.visualization.process_tree.variants.wo_decoration) (pm4py.objects.heuristics_net.edge.Edge method) get_color_from_probabilities() (in module pm4py.objects.stochastic_petri.ctmc) get_components() (pm4py.algo.analysis.extended_marking_equation.variants.classic.ExtendedMarkingEquationSolver method) (pm4py.algo.analysis.marking_equation.variants.classic.MarkingEquationSolver method) get_concurrent_events_dataframe() (in module pm4py.algo.discovery.dfg.adapters.pandas.df_statistics) (in module pm4py.algo.discovery.dfg.adapters.polars.df_statistics) (in module pm4py.statistics.concurrent_activities.polars.get) get_connected_components() (in module pm4py.objects.dfg.utils.dfg_utils) get_consumed_tokens() (in module pm4py.algo.conformance.tokenreplay.variants.token_replay) get_corr_hex() (in module pm4py.objects.stochastic_petri.ctmc) (in module pm4py.util.colors) (in module pm4py.util.vis_utils) (in module pm4py.visualization.heuristics_net.variants.pydotplus_vis) get_cuts() (pm4py.algo.discovery.inductive.cuts.factory.CutFactory class method) (pm4py.algo.discovery.powl.inductive.cuts.factory.CutFactory class method) (pm4py.algo.discovery.powl.inductive.variants.brute_force.factory.CutFactoryPOWLBruteForce class method) (pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering.factory.CutFactoryPOWLDynamicClustering class method) (pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering_frequency.factory.CutFactoryPOWLDynamicClusteringFrequency class method) (pm4py.algo.discovery.powl.inductive.variants.maximal.factory.CutFactoryPOWLMaximal class method) get_cycle_time() (in module pm4py.stats) get_dataframes_from_ocel() (in module pm4py.objects.ocel.exporter.util.clean_dataframes) get_dead_tasks() (pm4py.algo.analysis.woflan.algorithm.woflan method) get_decision_points() (in module pm4py.algo.decision_mining.algorithm) get_decision_tree() (in module pm4py.algo.decision_mining.algorithm) get_decisions_table() (in module pm4py.algo.decision_mining.algorithm) get_decorated_net() (in module pm4py.visualization.petri_net.variants.greedy_decoration_frequency) (in module pm4py.visualization.petri_net.variants.greedy_decoration_performance) get_decorations() (in module pm4py.visualization.petri_net.variants.token_decoration_frequency) (in module pm4py.visualization.petri_net.variants.token_decoration_performance) get_decorations_from_dfg_spaths_acticount() (in module pm4py.visualization.petri_net.util.vis_trans_shortest_paths) get_default_dataframe_environment() (in module pm4py.util.pandas_utils) get_default_is_aware_enabled() (in module pm4py.util.constants) get_default_nx_environment() (in module pm4py.util.nx_utils) get_default_representation() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) get_default_representation_with_attribute_names() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) get_default_timestamp_format() (in module pm4py.util.constants) get_default_xes_timestamp_format() (in module pm4py.util.constants) get_depth() (pm4py.objects.bpmn.obj.BPMN.SubProcess method) get_dfg_graph() (in module pm4py.algo.discovery.dfg.adapters.pandas.df_statistics) (in module pm4py.algo.discovery.dfg.adapters.polars.df_statistics) get_dfg_np_matrix() (in module pm4py.objects.dfg.utils.dfg_utils) get_dfg_sa_ea_act_from_variants() (in module pm4py.objects.dfg.utils.dfg_utils) get_diagnostics_dataframe() (in module pm4py.algo.conformance.alignments.petri_net.algorithm) (in module pm4py.algo.conformance.declare.algorithm) (in module pm4py.algo.conformance.declare.variants.classic) (in module pm4py.algo.conformance.footprints.variants.log_model) (in module pm4py.algo.conformance.footprints.variants.trace_extensive) (in module pm4py.algo.conformance.log_skeleton.algorithm) (in module pm4py.algo.conformance.log_skeleton.variants.classic) (in module pm4py.algo.conformance.temporal_profile.algorithm) (in module pm4py.algo.conformance.tokenreplay.algorithm) (in module pm4py.algo.conformance.tokenreplay.variants.backwards) (in module pm4py.algo.conformance.tokenreplay.variants.token_replay) get_distribution_parameters() (pm4py.objects.random_variables.basic_structure.BasicStructureRandomVariable method) (pm4py.objects.random_variables.constant0.random_variable.Constant0 method) (pm4py.objects.random_variables.deterministic.random_variable.Deterministic method) (pm4py.objects.random_variables.exponential.random_variable.Exponential method) (pm4py.objects.random_variables.gamma.random_variable.Gamma method) (pm4py.objects.random_variables.lognormal.random_variable.LogNormal method) (pm4py.objects.random_variables.normal.random_variable.Normal method) (pm4py.objects.random_variables.random_variable.RandomVariable method) (pm4py.objects.random_variables.uniform.random_variable.Uniform method) get_distribution_type() (pm4py.objects.random_variables.basic_structure.BasicStructureRandomVariable method) (pm4py.objects.random_variables.constant0.random_variable.Constant0 method) (pm4py.objects.random_variables.deterministic.random_variable.Deterministic method) (pm4py.objects.random_variables.exponential.random_variable.Exponential method) (pm4py.objects.random_variables.gamma.random_variable.Gamma method) (pm4py.objects.random_variables.lognormal.random_variable.LogNormal method) (pm4py.objects.random_variables.normal.random_variable.Normal method) (pm4py.objects.random_variables.random_variable.RandomVariable method) (pm4py.objects.random_variables.uniform.random_variable.Uniform method) get_dt_from_string() (in module pm4py.algo.filtering.common.timestamp.timestamp_common) get_duration_matrix() (in module pm4py.algo.discovery.correlation_mining.variants.classic) (in module pm4py.algo.discovery.correlation_mining.variants.trace_based) get_edges() (in module pm4py.objects.dfg.util) get_enabled_transitions() (in module pm4py.analysis) get_encoded_log() (in module pm4py.objects.log.util.log_regex) get_encoded_trace() (in module pm4py.objects.log.util.log_regex) get_end_activities() (in module pm4py.algo.filtering.polars.end_activities.end_activities_filter) (in module pm4py.statistics.end_activities.log.get) (in module pm4py.statistics.end_activities.pandas.get) (in module pm4py.statistics.end_activities.polars.get) (in module pm4py.stats) (in module pm4py.util.compression.util) get_end_activities_threshold() (in module pm4py.statistics.end_activities.common.get) get_end_events_of_subprocess() (in module pm4py.objects.bpmn.util.bpmn_utils) get_end_nodes() (pm4py.objects.powl.BinaryRelation.BinaryRelation method) get_enriched_object() (in module pm4py.objects.ocel.exporter.jsonocel.variants.ocel20) get_event_attribute_values() (in module pm4py.stats) get_event_attributes() (in module pm4py.stats) get_event_labels() (in module pm4py.objects.log.util.log) get_event_labels_counted() (in module pm4py.objects.log.util.log) get_events() (in module pm4py.algo.connectors.variants.outlook_mail_extractor) (in module pm4py.statistics.traces.generic.log.case_statistics) (in module pm4py.statistics.traces.generic.pandas.case_statistics) get_events_distribution() (in module pm4py.statistics.attributes.log.get) (in module pm4py.statistics.attributes.pandas.get) (in module pm4py.statistics.attributes.polars.get) get_events_from_traces() (in module pm4py.algo.anonymization.trace_variant_query.variants.sacofa) get_ex_seq() (in module pm4py.algo.simulation.playout.process_tree.variants.topbottom) get_ex_seq_in_time() (in module pm4py.algo.simulation.playout.process_tree.variants.topbottom) get_extended_table() (pm4py.objects.ocel.obj.OCEL method) get_external_boundary_events_of_activity() (in module pm4py.objects.bpmn.util.bpmn_utils) get_fall_throughs() (pm4py.algo.discovery.inductive.fall_through.factory.FallThroughFactory class method) (pm4py.algo.discovery.powl.inductive.fall_through.factory.FallThroughFactory class method) get_features_df() (in module pm4py.objects.log.util.df_features_utils) (in module pm4py.objects.log.util.pl_lazy_fea_utils) get_fill_color() (pm4py.objects.heuristics_net.node.Node method) get_final_marking() (pm4py.algo.analysis.woflan.algorithm.woflan method) get_firing_sequence() (pm4py.algo.analysis.extended_marking_equation.variants.classic.ExtendedMarkingEquationSolver method) (pm4py.algo.analysis.marking_equation.variants.classic.MarkingEquationSolver method) get_first_events() (in module pm4py.algo.anonymization.trace_variant_query.variants.sacofa) get_first_quartile_case_duration() (in module pm4py.statistics.traces.generic.log.case_statistics) (in module pm4py.statistics.traces.generic.pandas.case_statistics) (in module pm4py.statistics.traces.generic.polars.case_statistics) get_first_terminal_child_transitions() (in module pm4py.objects.conversion.process_tree.variants.to_petri_net) get_flows() (pm4py.objects.bpmn.obj.BPMN method) get_font_color() (pm4py.objects.heuristics_net.edge.Edge method) (pm4py.objects.heuristics_net.node.Node method) get_footprints() (in module pm4py.algo.discovery.footprints.tree.variants.bottomup) get_footprints_leaf() (in module pm4py.algo.discovery.footprints.tree.variants.bottomup) get_footprints_loop() (in module pm4py.algo.discovery.footprints.tree.variants.bottomup) get_footprints_of_loop() (in module pm4py.algo.discovery.footprints.powl.variants.bottomup) get_footprints_of_partial_order() (in module pm4py.algo.discovery.footprints.powl.variants.bottomup) get_footprints_of_transition() (in module pm4py.algo.discovery.footprints.powl.variants.bottomup) get_footprints_of_xor() (in module pm4py.algo.discovery.footprints.powl.variants.bottomup) get_footprints_parallel() (in module pm4py.algo.discovery.footprints.tree.variants.bottomup) get_footprints_powl() (in module pm4py.algo.discovery.footprints.powl.variants.bottomup) get_footprints_sequence() (in module pm4py.algo.discovery.footprints.tree.variants.bottomup) get_footprints_xor() (in module pm4py.algo.discovery.footprints.tree.variants.bottomup) get_freq_triples() (in module pm4py.algo.discovery.dfg.adapters.pandas.freq_triples) (in module pm4py.algo.discovery.dfg.adapters.polars.freq_triples) get_frequent_trace_segments() (in module pm4py.stats) get_gateway_direction() (pm4py.objects.bpmn.obj.BPMN.Gateway method) get_generalization() (in module pm4py.algo.evaluation.generalization.variants.token_based) get_global_start_events() (in module pm4py.objects.bpmn.util.bpmn_utils) get_graph() (in module pm4py.visualization.heuristics_net.variants.pydotplus_vis) (pm4py.objects.bpmn.obj.BPMN method) get_graph_components() (in module pm4py.objects.petri_net.utils.decomposition) get_grouper() (in module pm4py.util.pandas_utils) get_groups_from_log() (in module pm4py.algo.organizational_mining.util) get_h() (pm4py.algo.analysis.extended_marking_equation.variants.classic.ExtendedMarkingEquationSolver method) (pm4py.algo.analysis.marking_equation.variants.classic.MarkingEquationSolver method) get_h_value() (in module pm4py.algo.analysis.extended_marking_equation.algorithm) (in module pm4py.algo.analysis.extended_marking_equation.variants.classic) (in module pm4py.algo.analysis.marking_equation.algorithm) (in module pm4py.algo.analysis.marking_equation.variants.classic) get_height() (pm4py.objects.bpmn.obj.BPMN.BPMNNode method) (pm4py.objects.bpmn.obj.BPMNNodeLayout method) get_hidden_transitions_to_enable() (in module pm4py.algo.conformance.tokenreplay.variants.token_replay) get_html_file_contents() (in module pm4py.visualization.bpmn.variants.bpmnio_auto_layout) (in module pm4py.visualization.bpmn.variants.dagrejs) (in module pm4py.visualization.ocel.ocdfg.variants.elkjs) get_id() (in module pm4py.visualization.powl.variants.basic) (pm4py.objects.bpmn.obj.BPMN.BPMNNode method) (pm4py.objects.bpmn.obj.BPMN.Flow method) get_id_base() (in module pm4py.visualization.powl.variants.basic) get_idx_exceeding_specified_acti_performance() (in module pm4py.objects.petri_net.utils.performance_map) get_in_arcs() (pm4py.objects.bpmn.obj.BPMN.BPMNNode method) get_in_degree() (pm4py.visualization.ocel.ocpn.variants.brachmann.OCPNGraph method) get_incoming_arcs() (in module pm4py.objects.dfg.util) get_ingoing_edges() (in module pm4py.objects.dfg.utils.dfg_utils) get_initial_marking() (in module pm4py.objects.bpmn.util.bpmn_utils) (pm4py.algo.analysis.woflan.algorithm.woflan method) get_initial_roles() (in module pm4py.algo.organizational_mining.roles.common.algorithm) get_initial_state() (in module pm4py.algo.conformance.alignments.process_tree.util.search_graph_pt_replay_semantics) get_inputs_of_outside_activities_reached_by_end_activities() (in module pm4py.objects.dfg.utils.dfg_utils) get_isInterrupting() (pm4py.objects.bpmn.obj.BPMN.StartEvent method) get_kde_caseduration() (in module pm4py.statistics.traces.generic.common.case_duration) (in module pm4py.statistics.traces.generic.log.case_statistics) (in module pm4py.statistics.traces.generic.pandas.case_statistics) (in module pm4py.statistics.traces.generic.polars.case_statistics) get_kde_caseduration_json() (in module pm4py.statistics.traces.generic.common.case_duration) (in module pm4py.statistics.traces.generic.log.case_statistics) (in module pm4py.statistics.traces.generic.pandas.case_statistics) (in module pm4py.statistics.traces.generic.polars.case_statistics) get_kde_date_attribute() (in module pm4py.statistics.attributes.common.get) (in module pm4py.statistics.attributes.log.get) (in module pm4py.statistics.attributes.pandas.get) (in module pm4py.statistics.attributes.polars.get) get_kde_date_attribute_json() (in module pm4py.statistics.attributes.common.get) (in module pm4py.statistics.attributes.log.get) (in module pm4py.statistics.attributes.pandas.get) (in module pm4py.statistics.attributes.polars.get) get_kde_numeric_attribute() (in module pm4py.statistics.attributes.common.get) (in module pm4py.statistics.attributes.log.get) (in module pm4py.statistics.attributes.pandas.get) (in module pm4py.statistics.attributes.polars.get) get_kde_numeric_attribute_json() (in module pm4py.statistics.attributes.common.get) (in module pm4py.statistics.attributes.log.get) (in module pm4py.statistics.attributes.pandas.get) (in module pm4py.statistics.attributes.polars.get) get_language() (in module pm4py.statistics.variants.log.get) get_last_terminal_child_transitions() (in module pm4py.objects.conversion.process_tree.variants.to_petri_net) get_layout() (pm4py.objects.bpmn.obj.BPMN method) (pm4py.objects.bpmn.obj.BPMN.BPMNNode method) (pm4py.objects.bpmn.obj.BPMN.Flow method) get_leaves() (in module pm4py.objects.process_tree.utils.generic) get_leaves_as_tuples() (in module pm4py.objects.process_tree.utils.generic) get_left() (pm4py.algo.analysis.woflan.algorithm.woflan method) get_left_edge_coord() (in module pm4py.objects.bpmn.layout.variants.graphviz) get_list_nodes_from_tree() (in module pm4py.objects.process_tree.exporter.variants.ptml) get_locking_scenarios() (pm4py.algo.analysis.woflan.algorithm.woflan method) get_log_encoded() (in module pm4py.objects.log.util.get_log_encoded) get_log_prefixes() (in module pm4py.algo.evaluation.precision.utils) get_log_traces_to_activities() (in module pm4py.objects.log.util.get_prefixes) get_log_traces_until_activity() (in module pm4py.objects.log.util.get_prefixes) get_log_with_log_prefixes() (in module pm4py.objects.log.util.get_prefixes) get_map_from_log_and_net() (in module pm4py.algo.simulation.montecarlo.utils.replay) get_max_activity_count() (in module pm4py.objects.dfg.utils.dfg_utils) get_max_length_dict() (in module pm4py.objects.process_tree.utils.bottomup) get_max_out_degree_node() (pm4py.visualization.ocel.ocpn.variants.brachmann.OCPNGraph method) get_max_rem_dict() (in module pm4py.objects.process_tree.utils.bottomup) get_max_remaining_length() (in module pm4py.algo.simulation.playout.process_tree.variants.extensive) get_max_trace_length() (in module pm4py.objects.process_tree.utils.bottomup) get_mcg() (pm4py.algo.analysis.woflan.algorithm.woflan method) get_median_case_duration() (in module pm4py.algo.conformance.tokenreplay.diagnostics.duration_diagnostics) (in module pm4py.statistics.traces.generic.log.case_statistics) (in module pm4py.statistics.traces.generic.pandas.case_statistics) (in module pm4py.statistics.traces.generic.polars.case_statistics)

get_min_length_dict() (in module pm4py.objects.process_tree.utils.bottomup) get_min_max_value() (in module pm4py.visualization.dfg.util.dfg_gviz) (in module pm4py.visualization.dfg.variants.timeline) get_min_rem_dict() (in module pm4py.objects.process_tree.utils.bottomup) get_min_remaining_length() (in module pm4py.algo.simulation.playout.process_tree.variants.extensive) get_min_trace_length() (in module pm4py.objects.process_tree.utils.bottomup) get_minimum_self_distance_witnesses() (in module pm4py.stats) get_minimum_self_distances() (in module pm4py.stats) get_model_description() (in module pm4py.algo.querying.llm.abstractions.declare_to_descr) (in module pm4py.algo.querying.llm.abstractions.logske_to_descr) (in module pm4py.algo.querying.llm.abstractions.tempprofile_to_descr) get_model_implementation() (in module pm4py.algo.querying.llm.abstractions.declare_to_descr) (in module pm4py.algo.querying.llm.abstractions.logske_to_descr) (in module pm4py.algo.querying.llm.abstractions.tempprofile_to_descr) get_multi_object_types() (in module pm4py.objects.ocpn.variants.to_oc_causal_net) get_name() (pm4py.objects.bpmn.obj.BPMN method) (pm4py.objects.bpmn.obj.BPMN.BPMNNode method) (pm4py.objects.bpmn.obj.BPMN.Flow method) get_neighbors() (in module pm4py.visualization.ocel.ocpn.variants.brachmann) get_net() (pm4py.algo.analysis.woflan.algorithm.woflan method) get_new_char() (in module pm4py.util.regex) get_new_hidden_trans() (in module pm4py.objects.conversion.powl.variants.to_petri_net) (in module pm4py.objects.conversion.process_tree.variants.to_petri_net) get_new_place() (in module pm4py.objects.conversion.powl.variants.to_petri_net) (in module pm4py.objects.conversion.process_tree.variants.to_petri_net) get_next_activity() (pm4py.algo.simulation.tree_generator.variants.ptandloggenerator.GeneratedTree method) get_next_id() (in module pm4py.objects.oc_causal_net.variants.to_ocpn) get_next_key() (in module pm4py.objects.ocpn.variants.to_oc_causal_net) get_node_by_id() (in module pm4py.objects.bpmn.util.bpmn_utils) get_node_tr_probabilities() (in module pm4py.algo.simulation.playout.dfg.variants.classic) get_nodes() (pm4py.objects.bpmn.obj.BPMN method) (pm4py.objects.powl.BinaryRelation.BinaryRelation method) get_not_well_handled_pairs() (pm4py.algo.analysis.woflan.algorithm.woflan method) get_num_ex_sequences() (in module pm4py.algo.simulation.playout.process_tree.variants.topbottom) get_numeric_event_attribute_rep() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) get_numeric_event_attribute_value() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) get_numeric_event_attribute_value_trace() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) get_numeric_trace_attribute_rep() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) get_numeric_trace_attribute_value() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) get_object_type_activities() (in module pm4py.statistics.ocel.ot_activities) get_objects_ot_count() (in module pm4py.statistics.ocel.objects_ot_count) get_ocel_from_extended_table() (in module pm4py.objects.ocel.util.extended_table) get_order() (pm4py.objects.powl.obj.StrictPartialOrder method) get_out_arcs() (pm4py.objects.bpmn.obj.BPMN.BPMNNode method) get_out_degree() (pm4py.visualization.ocel.ocpn.variants.brachmann.OCPNGraph method) get_outgoing_arcs() (in module pm4py.objects.dfg.util) get_outgoing_edges() (in module pm4py.objects.dfg.utils.dfg_utils) get_output() (pm4py.algo.analysis.woflan.algorithm.woflan method) get_outputs_of_outside_activities_going_to_start_activities() (in module pm4py.objects.dfg.utils.dfg_utils) get_parallelMultiple() (pm4py.objects.bpmn.obj.BPMN.StartEvent method) get_param_from_env() (in module pm4py.util.constants) get_param_value() (in module pm4py.util.exec_utils) get_partial_order_dataframe() (in module pm4py.algo.discovery.dfg.adapters.pandas.df_statistics) (in module pm4py.algo.discovery.dfg.adapters.polars.df_statistics) (in module pm4py.statistics.eventually_follows.polars.get) get_partitions_of_size_k() (in module pm4py.algo.discovery.powl.inductive.variants.brute_force.bf_partial_order_cut) get_paths_from_log() (in module pm4py.algo.filtering.log.paths.paths_filter) get_paths_net() (pm4py.streaming.algo.conformance.tbr.variants.classic.TbrStreamingConformance method) get_paths_threshold() (in module pm4py.algo.filtering.log.paths.paths_filter) get_penwidth() (pm4py.objects.heuristics_net.edge.Edge method) get_perc() (in module pm4py.visualization.transition_system.variants.trans_frequency) get_pivot_timestamp_distribution() (in module pm4py.util.pandas_utils) get_place_invariants() (pm4py.algo.analysis.woflan.algorithm.woflan method) get_places_shortest_path() (in module pm4py.objects.petri_net.utils.petri_utils) get_places_shortest_path_by_hidden() (in module pm4py.objects.petri_net.utils.petri_utils) get_places_with_missing_tokens() (in module pm4py.algo.conformance.tokenreplay.variants.token_replay) get_playout() (in module pm4py.algo.simulation.playout.process_tree.variants.extensive) get_playout_leaf() (in module pm4py.algo.simulation.playout.process_tree.variants.extensive) get_playout_loop() (in module pm4py.algo.simulation.playout.process_tree.variants.extensive) get_playout_parallel() (in module pm4py.algo.simulation.playout.process_tree.variants.extensive) get_playout_sequence() (in module pm4py.algo.simulation.playout.process_tree.variants.extensive) get_playout_xor() (in module pm4py.algo.simulation.playout.process_tree.variants.extensive) get_points_from_sol() (in module pm4py.util.lp.solver) (in module pm4py.util.lp.variants.cvxopt_solver) (in module pm4py.util.lp.variants.cvxopt_solver_custom_align) (in module pm4py.util.lp.variants.cvxopt_solver_custom_align_ilp) (in module pm4py.util.lp.variants.pulp_solver) (in module pm4py.util.lp.variants.scipy_solver) get_possible_bindings() (pm4py.objects.ocpn.semantics.OCPetriNetSemantics class method) get_precede_succeed_matrix() (in module pm4py.algo.discovery.correlation_mining.variants.classic) (in module pm4py.algo.discovery.correlation_mining.variants.trace_based) get_predecessors() (in module pm4py.objects.dfg.utils.dfg_utils) get_prefix_frequencies_from_log() (in module pm4py.algo.anonymization.trace_variant_query.variants.laplace) (in module pm4py.algo.anonymization.trace_variant_query.variants.sacofa) get_prefix_frequencies_length_n() (in module pm4py.algo.anonymization.trace_variant_query.variants.laplace) (in module pm4py.algo.anonymization.trace_variant_query.variants.sacofa) get_prefixes_from_log() (in module pm4py.ml) (in module pm4py.objects.log.util.get_prefixes) get_prim_obj_from_sol() (in module pm4py.util.lp.solver) (in module pm4py.util.lp.variants.cvxopt_solver) (in module pm4py.util.lp.variants.cvxopt_solver_custom_align) (in module pm4py.util.lp.variants.cvxopt_solver_custom_align_ilp) (in module pm4py.util.lp.variants.pulp_solver) (in module pm4py.util.lp.variants.scipy_solver) get_priority() (pm4py.objects.random_variables.basic_structure.BasicStructureRandomVariable method) (pm4py.objects.random_variables.random_variable.RandomVariable method) get_process() (pm4py.objects.bpmn.obj.BPMN.BPMNNode method) (pm4py.objects.bpmn.obj.BPMN.Flow method) get_process_cube() (in module pm4py.stats) get_process_id() (pm4py.objects.bpmn.obj.BPMN method) get_process_name() (pm4py.streaming.connectors.windows.click_key_logger.WindowsEventLogger method) get_process_tree_height() (in module pm4py.objects.process_tree.utils.generic) get_processes_deep() (in module pm4py.objects.bpmn.util.bpmn_utils) get_produced_tokens() (in module pm4py.algo.conformance.tokenreplay.variants.token_replay) get_properties() (in module pm4py.utils) get_PS_dur_matrix() (in module pm4py.algo.discovery.correlation_mining.variants.classic) get_PS_duration_matrix() (in module pm4py.algo.discovery.correlation_mining.variants.trace_based) get_q_matrix_from_tangible_exponential() (in module pm4py.objects.stochastic_petri.ctmc) get_r_g() (pm4py.algo.analysis.woflan.algorithm.woflan method) get_r_g_s_c() (pm4py.algo.analysis.woflan.algorithm.woflan method) get_random_operator() (in module pm4py.algo.simulation.tree_generator.variants.basic) get_reachable_transitions_from_place_to_another() (in module pm4py.objects.conversion.wf_net.variants.to_powl) get_relations() (in module pm4py.algo.discovery.alpha.variants.plus) get_representation() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) get_req_transitions_for_final_marking() (in module pm4py.algo.conformance.tokenreplay.variants.token_replay) get_res_act_from_log() (in module pm4py.algo.organizational_mining.util) get_resources_from_log() (in module pm4py.algo.organizational_mining.util) get_restricted_coverability_tree() (pm4py.algo.analysis.woflan.algorithm.woflan method) get_rework_cases_per_activity() (in module pm4py.stats) get_right_edge_coord() (in module pm4py.objects.bpmn.layout.variants.graphviz) get_rules_from_rules_df() (in module pm4py.algo.discovery.declare.variants.classic) get_rustxes_backend_name() (in module pm4py.util.rustxes_utils) get_s_c_net() (pm4py.algo.analysis.woflan.algorithm.woflan method) get_s_components() (pm4py.algo.analysis.woflan.algorithm.woflan method) get_s_components_from_petri() (in module pm4py.objects.petri_net.utils.petri_utils) get_seconds() (pm4py.util.business_hours.BusinessHours method) get_sequential_compositions_children() (in module pm4py.algo.simulation.playout.process_tree.variants.extensive) get_service_time() (in module pm4py.stats) get_sharp_relation() (in module pm4py.algo.discovery.alpha.variants.plus) get_sharp_relations_for_sets() (in module pm4py.algo.discovery.alpha.variants.plus) get_shortest_paths() (in module pm4py.visualization.petri_net.util.vis_trans_shortest_paths) get_shortest_paths_from_trans() (in module pm4py.visualization.petri_net.util.vis_trans_shortest_paths) get_simplified_reachability_graph() (in module pm4py.objects.conversion.wf_net.variants.to_powl) get_sink() (pm4py.visualization.ocel.ocpn.variants.brachmann.OCPNGraph method) get_sink_vertices() (in module pm4py.objects.dfg.util) get_sorted_attributes_list() (in module pm4py.statistics.attributes.common.get) get_sorted_end_activities_list() (in module pm4py.statistics.end_activities.common.get) get_sorted_nodes_edges() (in module pm4py.objects.bpmn.util.sorting) get_sorted_paths_list() (in module pm4py.algo.filtering.log.paths.paths_filter) get_sorted_start_activities_list() (in module pm4py.statistics.start_activities.common.get) get_source() (pm4py.objects.bpmn.obj.BPMN.Flow method) (pm4py.visualization.ocel.ocpn.variants.brachmann.OCPNGraph method) get_source_vertices() (in module pm4py.objects.dfg.util) get_src_sink_sets_for_wfnet() (in module pm4py.algo.discovery.genetic.util) get_start_activities() (in module pm4py.statistics.start_activities.log.get) (in module pm4py.statistics.start_activities.pandas.get) (in module pm4py.statistics.start_activities.polars.get) (in module pm4py.stats) (in module pm4py.util.compression.util) get_start_activities_threshold() (in module pm4py.statistics.start_activities.common.get) get_start_events_of_subprocess() (in module pm4py.objects.bpmn.util.bpmn_utils) get_start_nodes() (pm4py.objects.powl.BinaryRelation.BinaryRelation method) get_status() (pm4py.streaming.algo.conformance.footprints.variants.classic.FootprintsStreamingConformance method) (pm4py.streaming.algo.conformance.tbr.variants.classic.TbrStreamingConformance method) get_stochastic_language() (in module pm4py.stats) get_string_event_attribute_rep() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) get_string_event_attribute_succession_rep() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) get_string_from_int_below_255() (in module pm4py.util.colors) get_string_trace_attribute_rep() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) get_subprocesses_sorted_by_depth() (in module pm4py.objects.bpmn.util.bpmn_utils) get_successors() (in module pm4py.objects.dfg.utils.dfg_utils) get_sum_from_dictio_values() (in module pm4py.algo.organizational_mining.roles.common.algorithm) get_summary() (pm4py.objects.ocel.obj.OCEL method) get_tab_indent() (in module pm4py.objects.log.exporter.xes.variants.line_by_line) get_tangible_reachability_and_q_matrix_from_dfg_performance() (in module pm4py.objects.stochastic_petri.ctmc) get_tangible_reachability_and_q_matrix_from_log_net() (in module pm4py.objects.stochastic_petri.ctmc) get_tangible_reachability_from_log_net_im_fm() (in module pm4py.objects.stochastic_petri.tangible_reachability) get_tangible_reachability_from_net_im_sinfo() (in module pm4py.objects.stochastic_petri.tangible_reachability) get_tangible_reachability_from_reachability() (in module pm4py.objects.stochastic_petri.tangible_reachability) get_target() (pm4py.objects.bpmn.obj.BPMN.Flow method) get_temp_file_name() (in module pm4py.visualization.graphs.util.common) (in module pm4py.visualization.sna.variants.networkx) (in module pm4py.visualization.sna.variants.pyvis) get_termination_events_of_subprocess() (in module pm4py.objects.bpmn.util.bpmn_utils) get_termination_events_of_subprocess_for_pnet() (in module pm4py.objects.bpmn.util.bpmn_utils) get_top_edge_coord() (in module pm4py.objects.bpmn.layout.variants.graphviz) get_total_seconds() (in module pm4py.util.pandas_utils) get_trace_attribute_values() (in module pm4py.statistics.attributes.log.get) (in module pm4py.stats) get_trace_attributes() (in module pm4py.stats) get_trace_info() (in module pm4py.algo.discovery.log_skeleton.trace_skel) get_trace_probability() (in module pm4py.algo.simulation.playout.dfg.variants.classic) get_trace_variants() (in module pm4py.objects.log.util.log) get_traces() (in module pm4py.algo.simulation.playout.dfg.variants.classic) (in module pm4py.util.pandas_utils) get_traces_from_log() (in module pm4py.algo.anonymization.trace_variant_query.variants.sacofa) get_trans_freq_color() (in module pm4py.util.vis_utils) get_transition() (in module pm4py.objects.conversion.powl.variants.to_petri_net) (in module pm4py.objects.conversion.process_tree.variants.to_petri_net) get_transition_by_name() (in module pm4py.objects.petri_net.utils.petri_utils) get_transition_performance_with_token_replay() (in module pm4py.objects.petri_net.utils.performance_map) get_transition_type() (pm4py.objects.random_variables.basic_structure.BasicStructureRandomVariable method) (pm4py.objects.random_variables.constant0.random_variable.Constant0 method) (pm4py.objects.random_variables.deterministic.random_variable.Deterministic method) (pm4py.objects.random_variables.random_variable.RandomVariable method) get_transitions_color() (in module pm4py.util.colors) get_transitive_reduction() (pm4py.objects.powl.BinaryRelation.BinaryRelation method) get_transitive_relations() (in module pm4py.objects.dfg.util) (in module pm4py.objects.dfg.utils.dfg_utils) get_type() (in module pm4py.objects.ocel.exporter.xmlocel.variants.classic) get_uncovered_places_s_component() (pm4py.algo.analysis.woflan.algorithm.woflan method) get_uncovered_places_uniform() (pm4py.algo.analysis.woflan.algorithm.woflan method) get_uncovered_places_weighted() (pm4py.algo.analysis.woflan.algorithm.woflan method) get_uniform_place_invariants() (pm4py.algo.analysis.woflan.algorithm.woflan method) get_value() (pm4py.objects.random_variables.basic_structure.BasicStructureRandomVariable method) (pm4py.objects.random_variables.constant0.random_variable.Constant0 method) (pm4py.objects.random_variables.deterministic.random_variable.Deterministic method) (pm4py.objects.random_variables.exponential.random_variable.Exponential method) (pm4py.objects.random_variables.gamma.random_variable.Gamma method) (pm4py.objects.random_variables.lognormal.random_variable.LogNormal method) (pm4py.objects.random_variables.normal.random_variable.Normal method) (pm4py.objects.random_variables.random_variable.RandomVariable method) (pm4py.objects.random_variables.uniform.random_variable.Uniform method) get_values() (pm4py.objects.random_variables.basic_structure.BasicStructureRandomVariable method) (pm4py.objects.random_variables.constant0.random_variable.Constant0 method) (pm4py.objects.random_variables.deterministic.random_variable.Deterministic method) (pm4py.objects.random_variables.random_variable.RandomVariable method) get_values_event_attribute_for_trace() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) get_values_event_attribute_succession_for_trace() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) get_variable_name() (in module pm4py.util.lp.variants.pulp_solver) get_variant() (in module pm4py.algo.discovery.powl.algorithm) (in module pm4py.util.exec_utils) get_variant_from_trace() (in module pm4py.algo.conformance.tokenreplay.variants.token_replay) (in module pm4py.util.variants_util) get_variant_statistics() (in module pm4py.statistics.traces.generic.log.case_statistics) (in module pm4py.statistics.traces.generic.pandas.case_statistics) (in module pm4py.statistics.traces.generic.polars.case_statistics) get_variants() (in module pm4py.statistics.variants.log.get) (in module pm4py.stats) (in module pm4py.util.compression.util) get_variants_along_with_case_durations() (in module pm4py.statistics.variants.log.get) get_variants_as_tuples() (in module pm4py.stats) get_variants_count() (in module pm4py.statistics.variants.pandas.get) (in module pm4py.statistics.variants.polars.get) get_variants_df() (in module pm4py.algo.filtering.polars.ends_with.ends_with_filter) (in module pm4py.algo.filtering.polars.traces.trace_filter) (in module pm4py.statistics.traces.generic.pandas.case_statistics) (in module pm4py.statistics.traces.generic.polars.case_statistics) get_variants_df_and_list() (in module pm4py.statistics.traces.generic.pandas.case_statistics) (in module pm4py.statistics.traces.generic.polars.case_statistics) get_variants_df_with_case_duration() (in module pm4py.statistics.traces.generic.pandas.case_statistics) get_variants_from_log_trace_idx() (in module pm4py.statistics.variants.log.get) get_variants_paths_duration() (in module pm4py.stats) get_variants_set() (in module pm4py.statistics.variants.pandas.get) (in module pm4py.statistics.variants.polars.get) get_variants_sorted_by_count() (in module pm4py.statistics.variants.log.get) get_vertex_frequencies() (in module pm4py.objects.dfg.util) get_vertices() (in module pm4py.objects.dfg.util) get_visible_transitions_eventually_enabled_by_marking() (in module pm4py.objects.petri_net.utils.align_utils) get_waypoints() (pm4py.objects.bpmn.obj.BPMN.Flow method) (pm4py.objects.bpmn.obj.BPMNEdgeLayout method) get_weight() (pm4py.objects.random_variables.basic_structure.BasicStructureRandomVariable method) (pm4py.objects.random_variables.random_variable.RandomVariable method) get_weighted_place_invariants() (pm4py.algo.analysis.woflan.algorithm.woflan method) get_width() (pm4py.objects.bpmn.obj.BPMN.BPMNNode method) (pm4py.objects.bpmn.obj.BPMNNodeLayout method) get_x() (pm4py.objects.bpmn.obj.BPMN.BPMNNode method) (pm4py.objects.bpmn.obj.BPMNNodeLayout method) get_x_vector() (pm4py.algo.analysis.extended_marking_equation.variants.classic.ExtendedMarkingEquationSolver method) (pm4py.algo.analysis.marking_equation.variants.classic.MarkingEquationSolver method) get_xml_string() (in module pm4py.objects.bpmn.exporter.variants.etree) get_y() (pm4py.objects.bpmn.obj.BPMN.BPMNNode method) (pm4py.objects.bpmn.obj.BPMNNodeLayout method) getAttributeDistribution() (pm4py.algo.anonymization.pripel.util.TraceMatcher.TraceMatcher method) getBARelations() (in module pm4py.algo.anonymization.trace_variant_query.util.behavioralAppropriateness) getBAViolations() (in module pm4py.algo.anonymization.trace_variant_query.util.behavioralAppropriateness) getFollowersOfEventInTrace() (in module pm4py.algo.anonymization.trace_variant_query.util.behavioralAppropriateness) getFollowsRelations() (in module pm4py.algo.anonymization.trace_variant_query.util.behavioralAppropriateness) getMaxDist() (in module pm4py.algo.conformance.multialignments.variants.discounted_a_star) getPrecedesRelations() (in module pm4py.algo.anonymization.trace_variant_query.util.behavioralAppropriateness) getPrecision() (in module pm4py.algo.conformance.antialignments.variants.discounted_a_star) getPredecessorsOfEventInTrace() (in module pm4py.algo.anonymization.trace_variant_query.util.behavioralAppropriateness) getTimeStampData() (pm4py.algo.anonymization.pripel.util.TraceMatcher.TraceMatcher method) give_color_to_direction_dynamic() (in module pm4py.algo.comparison.petrinet.element_usage_comparison) give_color_to_direction_static() (in module pm4py.algo.comparison.petrinet.element_usage_comparison) give_color_to_line() (in module pm4py.visualization.performance_spectrum.variants.neato) GlobalStochasticArcWeightNetSemantics (class in pm4py.objects.petri_net.saw_net.semantics) GOOGLE_MODEL (pm4py.algo.querying.llm.connectors.google.Parameters attribute) google_query() (in module pm4py.llm) GRAPH (pm4py.algo.transformation.ocel.features.objects.obj_con_in_graph_features.Parameters attribute) graph (pm4py.objects.dfg.obj.DirectlyFollowsGraph property) Graph() (in module pm4py.util.nx_utils) GRAPH_COMPARISON (pm4py.algo.conformance.ocel.etot.algorithm.Variants attribute) (pm4py.algo.conformance.ocel.ocdfg.algorithm.Variants attribute) (pm4py.algo.conformance.ocel.otg.algorithm.Variants attribute) GRAPH_POINTS (pm4py.statistics.attributes.common.get.Parameters attribute) (pm4py.statistics.traces.generic.common.case_duration.Parameters attribute) GRAPH_TITLE (pm4py.visualization.align_table.variants.classic.Parameters attribute) (pm4py.visualization.bpmn.variants.classic.Parameters attribute) (pm4py.visualization.decisiontree.variants.classic.Parameters attribute) (pm4py.visualization.dfg.variants.cost.Parameters attribute) (pm4py.visualization.dfg.variants.frequency.Parameters attribute) (pm4py.visualization.dfg.variants.performance.Parameters attribute) (pm4py.visualization.dotted_chart.variants.classic.Parameters attribute) (pm4py.visualization.footprints.variants.comparison.Parameters attribute) (pm4py.visualization.footprints.variants.comparison_symmetric.Parameters attribute) (pm4py.visualization.footprints.variants.single.Parameters attribute) (pm4py.visualization.heuristics_net.variants.pydotplus_vis.Parameters attribute) (pm4py.visualization.network_analysis.variants.frequency.Parameters attribute) (pm4py.visualization.network_analysis.variants.performance.Parameters attribute) (pm4py.visualization.ocel.eve_to_obj_types.variants.graphviz.Parameters attribute) (pm4py.visualization.ocel.interleavings.variants.graphviz.Parameters attribute) (pm4py.visualization.ocel.object_graph.variants.graphviz.Parameters attribute) (pm4py.visualization.ocel.ocdfg.variants.classic.Parameters attribute) (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) (pm4py.visualization.ocel.ocpn.variants.wo_decoration.Parameters attribute) (pm4py.visualization.performance_spectrum.variants.neato.Parameters attribute) (pm4py.visualization.petri_net.common.visualize.Parameters attribute) (pm4py.visualization.powl.variants.basic.Parameters attribute) (pm4py.visualization.powl.variants.net.Parameters attribute) (pm4py.visualization.process_tree.variants.frequency_annotation.Parameters attribute) (pm4py.visualization.process_tree.variants.symbolic.Parameters attribute) (pm4py.visualization.process_tree.variants.wo_decoration.Parameters attribute) (pm4py.visualization.transition_system.util.visualize_graphviz.Parameters attribute) (pm4py.visualization.transition_system.variants.trans_frequency.Parameters attribute) (pm4py.visualization.transition_system.variants.view_based.Parameters attribute) (pm4py.visualization.trie.variants.classic.Parameters attribute) (pm4py.visualization.variants_duration.variants.classic.Parameters attribute) GRAPHVIZ (pm4py.objects.bpmn.layout.layouter.Variants attribute) (pm4py.visualization.ocel.eve_to_obj_types.visualizer.Variants attribute) (pm4py.visualization.ocel.interleavings.visualizer.Variants attribute) (pm4py.visualization.ocel.object_graph.visualizer.Variants attribute) GRAPHVIZ_NEW (pm4py.objects.bpmn.layout.layouter.Variants attribute) graphviz_visualization() (in module pm4py.visualization.dfg.util.dfg_gviz) (in module pm4py.visualization.dfg.variants.timeline) (in module pm4py.visualization.petri_net.common.visualize) greedy_match_return_avg_time() (in module pm4py.algo.discovery.correlation_mining.util) greedy_modularity_communities() (in module pm4py.util.nx_utils) group_blocks_in_net() (in module pm4py.objects.conversion.wf_net.variants.to_process_tree) GROUP_COVERAGE (pm4py.algo.organizational_mining.local_diagnostics.algorithm.Outputs attribute) GROUP_DATAFRAME (pm4py.algo.filtering.pandas.end_activities.end_activities_filter.Parameters attribute) (pm4py.algo.filtering.pandas.start_activities.start_activities_filter.Parameters attribute) (pm4py.algo.filtering.polars.end_activities.end_activities_filter.Parameters attribute) GROUP_KEY (pm4py.algo.organizational_mining.local_diagnostics.algorithm.Parameters attribute) (pm4py.algo.organizational_mining.util.Parameters attribute) GROUP_MEMBER_CONTRIBUTION (pm4py.algo.organizational_mining.local_diagnostics.algorithm.Outputs attribute) GROUP_RELATIVE_FOCUS (pm4py.algo.organizational_mining.local_diagnostics.algorithm.Outputs attribute) GROUP_RELATIVE_STAKE (pm4py.algo.organizational_mining.local_diagnostics.algorithm.Outputs attribute) GROUPER_FREQ (pm4py.algo.transformation.log_to_features.variants.temporal.Parameters attribute) (pm4py.algo.transformation.log_to_features.variants.temporal_lazy.Parameters attribute)

H

HANDOVER_LOG (pm4py.algo.organizational_mining.sna.algorithm.Variants attribute) HANDOVER_PANDAS (pm4py.algo.organizational_mining.sna.algorithm.Variants attribute) has_attribute_in_timeframe() (in module pm4py.algo.filtering.log.timestamp.timestamp_filter) has_path() (in module pm4py.util.nx_utils) HEU_NET_DECORATION (pm4py.algo.discovery.heuristics.variants.classic.Parameters attribute) (pm4py.algo.discovery.heuristics.variants.plusplus.Parameters attribute) HeuristicsNet (class in pm4py.objects.heuristics_net.obj) HISTORY_DB_PATH (pm4py.algo.connectors.variants.chrome_history.Parameters attribute) (pm4py.algo.connectors.variants.firefox_history.Parameters attribute) holds() (pm4py.algo.discovery.inductive.base_case.abc.BaseCase class method) (pm4py.algo.discovery.inductive.base_case.empty_log.EmptyLogBaseCaseDFG class method) (pm4py.algo.discovery.inductive.base_case.empty_log.EmptyLogBaseCaseUVCL class method) (pm4py.algo.discovery.inductive.base_case.single_activity.SingleActivityBaseCaseDFG class method) (pm4py.algo.discovery.inductive.base_case.single_activity.SingleActivityBaseCaseUVCL class method) (pm4py.algo.discovery.inductive.cuts.abc.Cut class method) (pm4py.algo.discovery.inductive.cuts.concurrency.ConcurrencyCut class method) (pm4py.algo.discovery.inductive.cuts.loop.LoopCut class method) (pm4py.algo.discovery.inductive.cuts.sequence.SequenceCut class method) (pm4py.algo.discovery.inductive.cuts.sequence.StrictSequenceCut class method) (pm4py.algo.discovery.inductive.cuts.sequence.StrictSequenceCutDFG class method) (pm4py.algo.discovery.inductive.cuts.sequence.StrictSequenceCutUVCL class method) (pm4py.algo.discovery.inductive.cuts.xor.ExclusiveChoiceCut class method) (pm4py.algo.discovery.inductive.fall_through.abc.FallThrough class method) (pm4py.algo.discovery.inductive.fall_through.activity_concurrent.ActivityConcurrentUVCL class method) (pm4py.algo.discovery.inductive.fall_through.empty_traces.EmptyTracesDFG class method) (pm4py.algo.discovery.inductive.fall_through.empty_traces.EmptyTracesUVCL class method) (pm4py.algo.discovery.inductive.fall_through.flower.FlowerModelDFG class method) (pm4py.algo.discovery.inductive.fall_through.flower.FlowerModelUVCL class method) (pm4py.algo.discovery.inductive.fall_through.strict_tau_loop.StrictTauLoopUVCL class method) (pm4py.algo.discovery.powl.inductive.base_case.abc.BaseCase class method) (pm4py.algo.discovery.powl.inductive.base_case.empty_log.EmptyLogBaseCaseUVCL class method) (pm4py.algo.discovery.powl.inductive.base_case.single_activity.SingleActivityBaseCaseUVCL class method) (pm4py.algo.discovery.powl.inductive.variants.brute_force.bf_partial_order_cut.BruteForcePartialOrderCut class method) (pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering.dynamic_clustering_partial_order_cut.DynamicClusteringPartialOrderCut class method) (pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering_frequency.dynamic_clustering_frequency_partial_order_cut.DynamicClusteringFrequencyPartialOrderCut class method) (pm4py.algo.discovery.powl.inductive.variants.maximal.maximal_partial_order_cut.MaximalPartialOrderCut class method)

HOSTNAME (pm4py.streaming.util.dictio.versions.redis.Parameters attribute) human_readable_stat() (in module pm4py.util.vis_utils)

I

ICACHE (pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal.Parameters attribute) id (pm4py.objects.bpmn.obj.BPMN.BPMNNode property) id_generator() (in module pm4py.objects.conversion.wf_net.variants.to_powl) Identity (pm4py.objects.log.obj.XESExtension attribute) IFRAME_HEIGHT (pm4py.visualization.bpmn.variants.bpmnio_auto_layout.Parameters attribute) (pm4py.visualization.bpmn.variants.dagrejs.Parameters attribute) (pm4py.visualization.common.html.Parameters attribute) (pm4py.visualization.ocel.ocdfg.variants.elkjs.Parameters attribute) (pm4py.visualization.sna.variants.pyvis.Parameters attribute) IFRAME_WIDTH (pm4py.visualization.bpmn.variants.bpmnio_auto_layout.Parameters attribute) (pm4py.visualization.bpmn.variants.dagrejs.Parameters attribute) (pm4py.visualization.common.html.Parameters attribute) (pm4py.visualization.ocel.ocdfg.variants.elkjs.Parameters attribute) (pm4py.visualization.sna.variants.pyvis.Parameters attribute) IM (class in pm4py.algo.discovery.inductive.variants.im) (pm4py.algo.discovery.inductive.algorithm.Variants attribute) (pm4py.algo.discovery.inductive.variants.instances.IMInstance attribute) IMa (pm4py.algo.discovery.inductive.variants.instances.IMInstance attribute) IMAGE_PATH (pm4py.algo.querying.llm.connectors.anthropic.Parameters attribute) (pm4py.algo.querying.llm.connectors.google.Parameters attribute) (pm4py.algo.querying.llm.connectors.openai.Parameters attribute) IMBasePOWL (class in pm4py.algo.discovery.powl.inductive.variants.im_tree) IMD (class in pm4py.algo.discovery.inductive.variants.imd) IMd (pm4py.algo.discovery.inductive.algorithm.Variants attribute) (pm4py.algo.discovery.inductive.variants.instances.IMInstance attribute) IMDataStructure (class in pm4py.algo.discovery.inductive.dtypes.im_ds) IMDataStructureDFG (class in pm4py.algo.discovery.inductive.dtypes.im_ds) IMDataStructureLog (class in pm4py.algo.discovery.inductive.dtypes.im_ds) IMDataStructureUVCL (class in pm4py.algo.discovery.inductive.dtypes.im_ds) IMF (class in pm4py.algo.discovery.inductive.variants.imf) IMf (pm4py.algo.discovery.inductive.algorithm.Variants attribute) (pm4py.algo.discovery.inductive.variants.instances.IMInstance attribute) IMFParameters (class in pm4py.algo.discovery.inductive.variants.imf) IMFUVCL (class in pm4py.algo.discovery.inductive.variants.imf) IMi (pm4py.algo.discovery.inductive.variants.instances.IMInstance attribute) IMInstance (class in pm4py.algo.discovery.inductive.variants.instances) import_dfg_from_rows() (in module pm4py.objects.dfg.importer.variants.classic) import_dfg_from_string() (in module pm4py.objects.dfg.importer.variants.classic) import_from_context() (in module pm4py.objects.log.importer.xes.variants.iterparse) (in module pm4py.objects.log.importer.xes.variants.iterparse_20) (in module pm4py.objects.log.importer.xes.variants.iterparse_mem_compressed) import_from_string() (in module pm4py.objects.bpmn.importer.variants.lxml) (in module pm4py.objects.log.importer.xes.variants.chunk_regex) (in module pm4py.objects.log.importer.xes.variants.iterparse) (in module pm4py.objects.log.importer.xes.variants.iterparse_20) (in module pm4py.objects.log.importer.xes.variants.iterparse_mem_compressed) (in module pm4py.objects.log.importer.xes.variants.line_by_line) import_log() (in module pm4py.objects.log.importer.xes.variants.chunk_regex) (in module pm4py.objects.log.importer.xes.variants.iterparse) (in module pm4py.objects.log.importer.xes.variants.iterparse_20) (in module pm4py.objects.log.importer.xes.variants.iterparse_mem_compressed) (in module pm4py.objects.log.importer.xes.variants.line_by_line) import_log_from_file_object() (in module pm4py.objects.log.importer.xes.variants.chunk_regex) (in module pm4py.objects.log.importer.xes.variants.line_by_line) import_net() (in module pm4py.objects.petri_net.importer.variants.pnml) import_net_from_string() (in module pm4py.objects.petri_net.importer.variants.pnml) import_net_from_xml_object() (in module pm4py.objects.petri_net.importer.variants.pnml) import_rustxes_backend() (in module pm4py.util.rustxes_utils) import_tree_from_string() (in module pm4py.objects.process_tree.importer.variants.ptml) import_tree_from_xml_object() (in module pm4py.objects.process_tree.importer.variants.ptml) import_xml_tree_from_root() (in module pm4py.objects.bpmn.importer.variants.lxml) IMUVCL (class in pm4py.algo.discovery.inductive.variants.im) in_arcs (pm4py.objects.bpmn.obj.BPMN.BPMNNode property) (pm4py.objects.petri_net.obj.PetriNet.Place property) (pm4py.objects.petri_net.obj.PetriNet.Transition property) IN_COLUMN (pm4py.algo.discovery.ocel.link_analysis.variants.classic.Parameters attribute) (pm4py.algo.organizational_mining.network_analysis.variants.dataframe.Parameters attribute) INACTIVE (pm4py.streaming.stream.live_event_stream.StreamState attribute) (pm4py.streaming.stream.live_trace_stream.StreamState attribute) inc_no_hidden() (pm4py.objects.conversion.process_tree.variants.to_petri_net.Counts method) inc_no_visible() (pm4py.objects.conversion.process_tree.variants.to_petri_net.Counts method) inc_para_gateways() (pm4py.objects.conversion.process_tree.variants.to_bpmn.Counts method) inc_places() (pm4py.objects.conversion.process_tree.variants.to_petri_net.Counts method) inc_tau_trans() (pm4py.objects.conversion.process_tree.variants.to_bpmn.Counts method) inc_xor_gateways() (pm4py.objects.conversion.process_tree.variants.to_bpmn.Counts method) INCIDENCE_MATRIX (pm4py.algo.analysis.extended_marking_equation.variants.classic.Parameters attribute) (pm4py.algo.analysis.marking_equation.variants.classic.Parameters attribute) IncidenceMatrix (class in pm4py.objects.petri_net.utils.incidence_matrix) INCLUDE_CASE_ATTRIBUTES (pm4py.algo.querying.llm.abstractions.case_to_descr.Parameters attribute) (pm4py.objects.conversion.log.variants.to_event_stream.Parameters attribute) INCLUDE_DATA (pm4py.algo.discovery.transition_system.variants.view_based.Parameters attribute) INCLUDE_DF (pm4py.objects.conversion.log.variants.to_nx.Parameters attribute) (pm4py.objects.conversion.ocel.variants.ocel_to_nx.Parameters attribute) INCLUDE_EDGE_ATTRIBUTES (pm4py.visualization.networkx.variants.digraph.Parameters attribute) INCLUDE_EVENT_ATTRIBUTES (pm4py.algo.querying.llm.abstractions.case_to_descr.Parameters attribute) INCLUDE_FREQUENCY (pm4py.algo.querying.llm.abstractions.log_to_dfg_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.log_to_variants_descr.Parameters attribute) INCLUDE_HEADER (pm4py.algo.querying.llm.abstractions.case_to_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.declare_to_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.log_to_fea_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.logske_to_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.ocel_fea_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.ocel_ocdfg_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.tempprofile_to_descr.Parameters attribute) INCLUDE_NAME_IN_EVENTS (pm4py.visualization.bpmn.variants.classic.Parameters attribute) INCLUDE_NODE_ATTRIBUTES (pm4py.visualization.networkx.variants.digraph.Parameters attribute) INCLUDE_OBJ_COBIRTH_GRAPH (pm4py.objects.conversion.ocel.variants.ocel_features_to_nx.Parameters attribute) INCLUDE_OBJ_CODEATH_GRAPH (pm4py.objects.conversion.ocel.variants.ocel_features_to_nx.Parameters attribute) INCLUDE_OBJ_DESCENDANTS_GRAPH (pm4py.objects.conversion.ocel.variants.ocel_features_to_nx.Parameters attribute) INCLUDE_OBJ_INHERITANCE_GRAPH (pm4py.objects.conversion.ocel.variants.ocel_features_to_nx.Parameters attribute) INCLUDE_OBJ_INTERACTION_GRAPH (pm4py.objects.conversion.ocel.variants.ocel_features_to_nx.Parameters attribute) INCLUDE_OBJECT_CHANGES (pm4py.objects.conversion.ocel.variants.ocel_to_nx.Parameters attribute) INCLUDE_PERFORMANCE (pm4py.algo.organizational_mining.network_analysis.variants.dataframe.Parameters attribute) (pm4py.algo.querying.llm.abstractions.log_to_dfg_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.log_to_variants_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.ocel_ocdfg_descr.Parameters attribute) INCLUDE_REMINDERS (pm4py.algo.connectors.variants.outlook_calendar.Parameters attribute) INCLUDE_TIMESTAMP (pm4py.algo.querying.llm.abstractions.case_to_descr.Parameters attribute) INCLUDE_TIMESTAMPS (pm4py.algo.transformation.ocel.description.variants.variant1.Parameters attribute) (pm4py.algo.transformation.ocel.description.variants.variant2.Parameters attribute) INCLUDED_GRAPHS (pm4py.algo.transformation.ocel.graphs.ocel20_computation.Parameters attribute) incoming (pm4py.objects.transition_system.obj.TransitionSystem.State property) indent_representation() (in module pm4py.util.hie_utils) index() (pm4py.objects.log.obj.EventStream method) (pm4py.objects.log.obj.Trace method) INDEX_ATTRIBUTE (pm4py.objects.ocel.util.event_prefix_suffix_per_obj.Parameters attribute) INDEX_COLUMN (pm4py.algo.discovery.ocel.link_analysis.variants.classic.Parameters attribute) INDEX_IN_TRACE_KEY (pm4py.algo.filtering.pandas.prefixes.prefix_filter.Parameters attribute) (pm4py.algo.filtering.pandas.suffixes.suffix_filter.Parameters attribute) INDEX_KEY (pm4py.algo.discovery.correlation_mining.variants.classic.Parameters attribute) (pm4py.algo.discovery.correlation_mining.variants.trace_based.Parameters attribute) (pm4py.algo.discovery.footprints.log.variants.entire_dataframe.Parameters attribute) (pm4py.algo.discovery.footprints.log.variants.polars_lazyframes.Parameters attribute) (pm4py.algo.discovery.ocel.interleavings.utils.merge_dataframe_rel_cases.Parameters attribute) (pm4py.algo.discovery.ocel.interleavings.variants.timestamp_interleavings.Parameters attribute) (pm4py.algo.filtering.pandas.prefixes.prefix_filter.Parameters attribute) (pm4py.algo.filtering.pandas.suffixes.suffix_filter.Parameters attribute) (pm4py.algo.label_splitting.variants.contextual.Parameters attribute) (pm4py.algo.organizational_mining.network_analysis.variants.dataframe.Parameters attribute) (pm4py.objects.log.util.dataframe_utils.Parameters attribute) (pm4py.objects.log.util.pandas_numpy_variants.Parameters attribute) (pm4py.streaming.conversion.from_pandas.Parameters attribute)

index_log_caseid() (in module pm4py.statistics.traces.generic.log.case_statistics) INDEXED_LOG (pm4py.statistics.traces.generic.log.case_statistics.Parameters attribute) INDICATE_ARC_WEIGHT (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) INDICATE_VARIABLE_ARCS (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) indirect_paths_times_last_occ() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) individuals() (in module pm4py.algo.discovery.genetic.variants.classic) INDUCTIVE_MINER_VARIANT (pm4py.algo.discovery.ocel.ocpn.variants.classic.Parameters attribute) InductiveDFG (class in pm4py.algo.discovery.inductive.dtypes.im_dfg) InductiveMinerFramework (class in pm4py.algo.discovery.inductive.variants.abc) infer_end_activities() (in module pm4py.objects.dfg.utils.dfg_utils) infer_end_activities_from_succ_connections_and_current_dfg() (in module pm4py.objects.dfg.utils.dfg_utils) infer_start_activities() (in module pm4py.objects.dfg.utils.dfg_utils) infer_start_activities_from_prev_connections_and_current_dfg() (in module pm4py.objects.dfg.utils.dfg_utils) InhibitorNet (class in pm4py.objects.petri_net.obj) InhibitorNet.InhibitorArc (class in pm4py.objects.petri_net.obj) InhibitorResetSemantics (class in pm4py.objects.petri_net.inhibitor_reset.semantics) init_template_step1() (in module pm4py.algo.discovery.declare.variants.classic) initial_marking (pm4py.objects.ocpn.obj.OCPetriNet property) initialize_a_sa_ea_tau_sets() (in module pm4py.algo.conformance.alignments.process_tree.variants.approximated.calculate_a_sa_ea_sets) inner_prod_calc() (in module pm4py.algo.clustering.trace_attribute_driven.variants.sim_calc) input_marker_groups (pm4py.objects.oc_causal_net.obj.OCCausalNet property) insert() (pm4py.objects.log.obj.Trace method) insert_activity_classifier_attribute() (in module pm4py.objects.log.util.insert_classifier) insert_artificial_start_end() (in module pm4py.analysis) (in module pm4py.objects.log.util.artificial) (in module pm4py.objects.log.util.dataframe_utils) insert_case_arrival_finish_rate() (in module pm4py.analysis) (in module pm4py.util.pandas_utils) insert_case_index() (in module pm4py.util.pandas_utils) insert_case_service_waiting_time() (in module pm4py.analysis) (in module pm4py.util.pandas_utils) insert_ev_in_tr_index() (in module pm4py.util.pandas_utils) insert_event_index_as_event_attribute() (in module pm4py.objects.log.util.index_attribute) insert_feature_activity_position_in_trace() (in module pm4py.util.pandas_utils) insert_index() (in module pm4py.util.pandas_utils) insert_partitioning() (in module pm4py.objects.log.util.dataframe_utils) insert_trace_classifier_attribute() (in module pm4py.objects.log.util.insert_classifier) insert_trace_index_as_event_attribute() (in module pm4py.objects.log.util.index_attribute) instance() (pm4py.algo.discovery.inductive.variants.abc.InductiveMinerFramework method) (pm4py.algo.discovery.inductive.variants.im.IM method) (pm4py.algo.discovery.inductive.variants.imd.IMD method) (pm4py.algo.discovery.inductive.variants.imf.IMF method) (pm4py.algo.discovery.powl.inductive.variants.im_brute_force.POWLInductiveMinerBruteForce method) (pm4py.algo.discovery.powl.inductive.variants.im_dynamic_clustering.POWLInductiveMinerDynamicClustering method) (pm4py.algo.discovery.powl.inductive.variants.im_dynamic_clustering_frequencies.POWLInductiveMinerDynamicClusteringFrequency method) (pm4py.algo.discovery.powl.inductive.variants.im_maximal.POWLInductiveMinerMaximalOrder method) (pm4py.algo.discovery.powl.inductive.variants.im_tree.IMBasePOWL method) instantiate_dataframe() (in module pm4py.util.pandas_utils) instantiate_dataframe_from_dict() (in module pm4py.util.pandas_utils) instantiate_dataframe_from_records() (in module pm4py.util.pandas_utils) INTEGRALITY (pm4py.util.lp.variants.cvxopt_solver_custom_align_ilp.Parameters attribute) (pm4py.util.lp.variants.pulp_solver.Parameters attribute) (pm4py.util.lp.variants.scipy_solver.Parameters attribute) interaction_two_resources() (in module pm4py.algo.organizational_mining.resource_profiles.algorithm) (in module pm4py.algo.organizational_mining.resource_profiles.variants.log) (in module pm4py.algo.organizational_mining.resource_profiles.variants.pandas) INTERLEAVING (pm4py.objects.process_tree.obj.Operator attribute) INTERNAL_COST (pm4py.algo.conformance.alignments.dfg.variants.classic.Outputs attribute) INTERNAL_INDEX (pm4py.objects.ocel.importer.jsonocel.variants.classic.Parameters attribute) (pm4py.objects.ocel.importer.sqlite.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.importer.xmlocel.variants.classic.Parameters attribute) (pm4py.objects.ocel.importer.xmlocel.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.util.ev_att_to_obj_type.Parameters attribute) (pm4py.objects.ocel.util.extended_table.Parameters attribute) INTERNAL_LOG_MOVE_COST_FUNCTION (pm4py.algo.conformance.alignments.dfg.variants.classic.Parameters attribute) INTERRUPT_SIMULATION_WHEN_DFG_COMPLETE (pm4py.algo.simulation.playout.dfg.variants.classic.Parameters attribute) Interval (class in pm4py.util.intervaltree) interval_to_tree() (in module pm4py.algo.transformation.log_to_interval_tree.variants.open_paths) IntervalTree (class in pm4py.util.intervaltree) IntervalTree.Node (class in pm4py.util.intervaltree) invert_spaths_dictionary() (in module pm4py.objects.petri_net.utils.petri_utils) is_any_operator_of() (in module pm4py.objects.process_tree.utils.generic) is_binding_enabled() (pm4py.objects.oc_causal_net.semantics.OCCausalNetSemantics class method) (pm4py.objects.ocpn.semantics.OCPetriNetSemantics class method) is_contained() (in module pm4py.algo.filtering.log.timestamp.timestamp_filter) is_directed (pm4py.objects.org.sna.obj.SNA attribute) is_edge() (pm4py.objects.powl.BinaryRelation.BinaryRelation method) is_edge_id() (pm4py.objects.powl.BinaryRelation.BinaryRelation method) is_enabled() (in module pm4py.objects.bpmn.semantics) (in module pm4py.objects.petri_net.data_petri_nets.semantics) (in module pm4py.objects.petri_net.inhibitor_reset.semantics) (in module pm4py.objects.petri_net.semantics) (pm4py.objects.oc_causal_net.semantics.OCCausalNetSemantics class method) (pm4py.objects.ocpn.semantics.OCPetriNetSemantics class method) (pm4py.objects.petri_net.data_petri_nets.semantics.DataPetriNetSemantics method) (pm4py.objects.petri_net.inhibitor_reset.semantics.InhibitorResetSemantics method) (pm4py.objects.petri_net.saw_net.semantics.StochasticArcWeightNetSemantics class method) (pm4py.objects.petri_net.sem_interface.Semantics method) (pm4py.objects.petri_net.semantics.ClassicSemantics method) (pm4py.objects.petri_net.semantics.PetriNetSemantics class method) is_enabled_binding() (pm4py.objects.petri_net.saw_net.semantics.StochasticArcWeightNetSemantics class method) IS_FINAL_FUNC (pm4py.algo.simulation.playout.ocpn.variants.extensive.Parameters attribute) IS_FIT (pm4py.algo.conformance.log_skeleton.variants.classic.Outputs attribute) IS_FOOTPRINTS_FIT (pm4py.algo.conformance.footprints.variants.log_extensive.ConfOutputs attribute) (pm4py.algo.conformance.footprints.variants.trace_extensive.ConfOutputs attribute) is_in_state() (in module pm4py.objects.process_tree.utils.generic) is_incident_to_inner_segment() (in module pm4py.visualization.ocel.ocpn.variants.brachmann) is_intersecting() (in module pm4py.algo.filtering.log.timestamp.timestamp_filter) is_irreflexive() (pm4py.objects.powl.BinaryRelation.BinaryRelation method) is_leaf() (in module pm4py.objects.process_tree.utils.generic) is_null() (in module pm4py.objects.ocel.exporter.util.clean_dataframes) is_ocel20() (pm4py.objects.ocel.obj.OCEL method) is_operator() (in module pm4py.objects.process_tree.utils.generic) is_polars_lazyframe() (in module pm4py.algo.discovery.alpha.algorithm) (in module pm4py.algo.discovery.heuristics.variants.classic) (in module pm4py.algo.discovery.heuristics.variants.plusplus) (in module pm4py.algo.discovery.performance_spectrum.algorithm) (in module pm4py.util.compression.util) (in module pm4py.util.pandas_utils) (in module pm4py.utils) is_pot_available() (pm4py.algo.evaluation.earth_mover_distance.variants.pyemd.POTEMDCalculator static method) IS_REDUCTION (pm4py.algo.conformance.tokenreplay.variants.backwards.Parameters attribute) (pm4py.algo.conformance.tokenreplay.variants.token_replay.Parameters attribute) is_root() (in module pm4py.objects.process_tree.utils.generic) is_silent() (in module pm4py.objects.conversion.wf_net.variants.to_powl) is_strict_partial_order() (pm4py.objects.powl.BinaryRelation.BinaryRelation method) is_strongly_connected() (in module pm4py.util.nx_utils) is_sub_marking() (in module pm4py.objects.petri_net.utils.petri_utils) is_tau_leaf() (in module pm4py.objects.process_tree.utils.generic) is_transitive() (pm4py.objects.powl.BinaryRelation.BinaryRelation method) is_valid_order() (in module pm4py.algo.discovery.powl.inductive.variants.brute_force.bf_partial_order_cut) (in module pm4py.algo.discovery.powl.inductive.variants.maximal.maximal_partial_order_cut) is_variable (pm4py.objects.ocpn.obj.OCPetriNet.Arc property) iset (class in pm4py.algo.discovery.genetic.util) iter_all_strings() (pm4py.algo.simulation.tree_generator.variants.ptandloggenerator.GeneratedTree method) ITERPARSE (pm4py.objects.log.importer.xes.importer.Variants attribute) ITERPARSE_20 (pm4py.objects.log.importer.xes.importer.Variants attribute) ITERPARSE_MEM_COMPRESSED (pm4py.objects.log.importer.xes.importer.Variants attribute) itervalues() (pm4py.streaming.util.dictio.versions.redis.ThreadSafeRedisDict method) (pm4py.streaming.util.dictio.versions.thread_safe.ThreadSafeDict method)

J

join() (pm4py.util.thread_utils.Pm4pyThreadManager method) JoinExclusiveGateway (class in pm4py.visualization.powl.variants.net)

JOINTACTIVITIES_LOG (pm4py.algo.organizational_mining.sna.algorithm.Variants attribute) JOINTACTIVITIES_PANDAS (pm4py.algo.organizational_mining.sna.algorithm.Variants attribute)

K

K (pm4py.algo.anonymization.trace_variant_query.variants.laplace.Parameters attribute) (pm4py.algo.anonymization.trace_variant_query.variants.sacofa.Parameters attribute) (pm4py.algo.evaluation.simplicity.variants.arc_degree.Parameters attribute) KEEP_CASES (pm4py.algo.transformation.to_embeddings.variants.events_transformers.Parameters attribute) KEEP_FIRST_FOLLOWING (pm4py.statistics.eventually_follows.log.get.Parameters attribute) (pm4py.statistics.eventually_follows.pandas.get.Parameters attribute) (pm4py.statistics.eventually_follows.polars.get.Parameters attribute) (pm4py.statistics.eventually_follows.uvcl.get.Parameters attribute) KEEP_FIRST_OCCURRENCE (pm4py.algo.discovery.ocel.link_analysis.variants.classic.Parameters attribute) KEEP_NAN_VALUES (pm4py.algo.filtering.pandas.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.pandas.timestamp.timestamp_filter.Parameters attribute) KEEP_ONCE_PER_CASE (pm4py.algo.discovery.dfg.variants.native.Parameters attribute) (pm4py.algo.filtering.log.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.pandas.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.polars.attributes.attributes_filter.Parameters attribute) (pm4py.statistics.attributes.log.get.Parameters attribute) (pm4py.statistics.attributes.pandas.get.Parameters attribute) (pm4py.statistics.attributes.polars.get.Parameters attribute) (pm4py.statistics.end_activities.log.get.Parameters attribute) (pm4py.statistics.end_activities.pandas.get.Parameters attribute) (pm4py.statistics.end_activities.polars.get.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.post.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.pre.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.prepost.Parameters attribute) (pm4py.statistics.passed_time.polars.variants.post.Parameters attribute) (pm4py.statistics.passed_time.polars.variants.pre.Parameters attribute) (pm4py.statistics.start_activities.log.get.Parameters attribute) (pm4py.statistics.start_activities.pandas.get.Parameters attribute) (pm4py.statistics.start_activities.polars.get.Parameters attribute) (pm4py.statistics.traces.generic.pandas.case_arrival.Parameters attribute) (pm4py.statistics.traces.generic.polars.case_arrival.Parameters attribute) (pm4py.statistics.variants.log.get.Parameters attribute)

keep_one_trace_per_variant() (in module pm4py.objects.log.util.filtering_utils) keep_only_one_attribute_per_event() (in module pm4py.objects.log.util.filtering_utils) keep_top_k_per_similarity() (in module pm4py.algo.transformation.to_embeddings.algorithm) (in module pm4py.algo.transformation.to_embeddings.variants.cases_transformers) (in module pm4py.algo.transformation.to_embeddings.variants.events_transformers) key_constraints (pm4py.objects.oc_causal_net.obj.OCCausalNet.MarkerGroup property) keys() (pm4py.streaming.util.dictio.versions.redis.ThreadSafeRedisDict method) (pm4py.streaming.util.dictio.versions.thread_safe.ThreadSafeDict method) KMeans() (in module pm4py.util.ml_utils) KNeighborsRegressor() (in module pm4py.util.ml_utils)

L

label (pm4py.objects.petri_net.obj.PetriNet.Transition property) (pm4py.objects.process_tree.obj.ProcessTree property) (pm4py.objects.trie.obj.Trie property) label_activity_place() (in module pm4py.objects.oc_causal_net.variants.to_ocpn) label_arc_place() (in module pm4py.objects.oc_causal_net.variants.to_ocpn) label_sets_similarity() (in module pm4py.analysis) (in module pm4py.util.labels_similarity) label_tree() (in module pm4py.algo.clustering.trace_attribute_driven.merge_log.merge_log) LABELS (pm4py.algo.decision_mining.algorithm.Parameters attribute) LAPLACE (pm4py.algo.anonymization.trace_variant_query.algorithm.Variants attribute) LAYER_SEP (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) LAYOUT_EXT_MULTIPLIER (pm4py.visualization.dotted_chart.variants.classic.Parameters attribute) (pm4py.visualization.performance_spectrum.variants.neato.Parameters attribute) (pm4py.visualization.variants_duration.variants.classic.Parameters attribute) LAZYFRAME (pm4py.algo.discovery.performance_spectrum.algorithm.Variants attribute) LAZYFRAME_DISCONNECTED (pm4py.algo.discovery.performance_spectrum.algorithm.Variants attribute) leaf() (pm4py.algo.discovery.inductive.base_case.abc.BaseCase class method) (pm4py.algo.discovery.inductive.base_case.empty_log.EmptyLogBaseCase class method) (pm4py.algo.discovery.inductive.base_case.single_activity.SingleActivityBaseCaseDFG class method) (pm4py.algo.discovery.inductive.base_case.single_activity.SingleActivityBaseCaseUVCL class method) (pm4py.algo.discovery.powl.inductive.base_case.abc.BaseCase class method) (pm4py.algo.discovery.powl.inductive.base_case.empty_log.EmptyLogBaseCase class method) (pm4py.algo.discovery.powl.inductive.base_case.single_activity.SingleActivityBaseCaseUVCL class method) LEFT (pm4py.algo.analysis.woflan.algorithm.Outputs attribute) (pm4py.objects.bpmn.layout.variants.graphviz.EndpointDirection attribute) LEFT_INDEX (pm4py.algo.discovery.ocel.interleavings.variants.timestamp_interleavings.Parameters attribute) (pm4py.objects.ocel.util.log_ocel.Parameters attribute) LEFT_SUFFIX (pm4py.algo.discovery.ocel.interleavings.utils.merge_dataframe_rel_cases.Parameters attribute) (pm4py.algo.discovery.ocel.interleavings.variants.timestamp_interleavings.Parameters attribute) (pm4py.algo.merging.case_relations.variants.pandas.Parameters attribute) (pm4py.objects.ocel.util.event_prefix_suffix_per_obj.Parameters attribute) legacy_parquet_support() (in module pm4py.objects.log.util.dataframe_utils) length() (in module pm4py.algo.anonymization.pripel.util.trace_levenshtein) leven_dist() (in module pm4py.algo.clustering.trace_attribute_driven.leven_dist.leven_dist_calc) leven_dist_avg() (in module pm4py.algo.clustering.trace_attribute_driven.leven_dist.leven_dist_calc) leven_preprocess() (in module pm4py.algo.clustering.trace_attribute_driven.leven_dist.leven_dist_calc) levenshtein() (in module pm4py.objects.petri_net.utils.align_utils) (in module pm4py.util.string_distance) levenshtein_distance() (in module pm4py.util.string_distance) Lifecycle (pm4py.objects.log.obj.XESExtension attribute) LIFECYCLE_INSTANCE_KEY (pm4py.objects.log.util.interval_lifecycle.Parameters attribute) LINE_BY_LINE (pm4py.objects.log.exporter.xes.exporter.Variants attribute) (pm4py.objects.log.importer.xes.importer.Variants attribute) linkage_avg() (in module pm4py.algo.clustering.trace_attribute_driven.linkage_method.linkage_avg) linkage_dfg_update() (in module pm4py.algo.clustering.trace_attribute_driven.linkage_method.linkage_avg) linkage_DMM_update() (in module pm4py.algo.clustering.trace_attribute_driven.linkage_method.linkage_avg)

linkage_DMM_update_leven() (in module pm4py.algo.clustering.trace_attribute_driven.linkage_method.linkage_avg) LIST_ACTIVITIES (pm4py.algo.discovery.performance_spectrum.algorithm.Outputs attribute) list_of_str_to_trace() (in module pm4py.algo.conformance.alignments.process_tree.variants.approximated.utilities) LiveEventStream (class in pm4py.streaming.stream.live_event_stream) LiveToStaticStream (class in pm4py.streaming.util.live_to_static_stream) LiveTraceStream (class in pm4py.streaming.stream.live_trace_stream) LOCAL_JUPYTER_FILE_NAME (pm4py.visualization.bpmn.variants.bpmnio_auto_layout.Parameters attribute) (pm4py.visualization.bpmn.variants.dagrejs.Parameters attribute) (pm4py.visualization.common.html.Parameters attribute) (pm4py.visualization.ocel.ocdfg.variants.elkjs.Parameters attribute) (pm4py.visualization.sna.variants.pyvis.Parameters attribute) locally_identical() (in module pm4py.objects.conversion.wf_net.variants.to_powl) LocallyLinearEmbedding() (in module pm4py.util.ml_utils) LocalStochasticArcWeightNetSemantics (class in pm4py.objects.petri_net.saw_net.semantics) LOCKING_SCENARIOS (pm4py.algo.analysis.woflan.algorithm.Outputs attribute) LOG (pm4py.algo.discovery.batches.algorithm.Variants attribute) (pm4py.algo.discovery.minimum_self_distance.algorithm.Variants attribute) (pm4py.algo.discovery.performance_spectrum.algorithm.Variants attribute) (pm4py.algo.organizational_mining.roles.algorithm.Variants attribute) (pm4py.algo.simulation.playout.petri_net.variants.stochastic_playout.Parameters attribute) log2sublog() (in module pm4py.algo.clustering.trace_attribute_driven.merge_log.merge_log) (in module pm4py.algo.clustering.trace_attribute_driven.variants.logslice_dist) LOG_CSV (pm4py.algo.discovery.genetic.algorithm.Parameters attribute) LOG_DISCONNECTED (pm4py.algo.discovery.performance_spectrum.algorithm.Variants attribute) LOG_EXTENSIVE (pm4py.algo.conformance.footprints.algorithm.Variants attribute) LOG_MODEL (pm4py.algo.conformance.footprints.algorithm.Variants attribute) LOG_MOVE_COST_FUNCTION (pm4py.algo.conformance.alignments.dfg.variants.classic.Parameters attribute) log_to_intervals() (in module pm4py.algo.transformation.log_to_interval_tree.variants.open_paths) log_to_ocel_multiple_obj_types() (in module pm4py.objects.ocel.util.log_ocel) LogNormal (class in pm4py.objects.random_variables.lognormal.random_variable) logslice() (in module pm4py.algo.clustering.trace_attribute_driven.merge_log.merge_log) logslice_percent() (in module pm4py.algo.clustering.trace_attribute_driven.util.filter_subsets) logslice_percent_act() (in module pm4py.algo.clustering.trace_attribute_driven.util.filter_subsets) LOOK_FORWARD (pm4py.algo.discovery.ocel.link_analysis.variants.classic.Parameters attribute) LOOP (pm4py.algo.simulation.tree_generator.variants.ptandloggenerator.Parameters attribute) (pm4py.objects.process_tree.obj.Operator attribute) LOOP_LENGTH_TWO_THRESH (pm4py.algo.discovery.heuristics.variants.classic.Parameters attribute) loop_requirement() (in module pm4py.objects.conversion.wf_net.variants.to_process_tree) LoopCut (class in pm4py.algo.discovery.inductive.cuts.loop) LoopCutDFG (class in pm4py.algo.discovery.inductive.cuts.loop) LoopCutUVCL (class in pm4py.algo.discovery.inductive.cuts.loop) LOWER_PERCENT (pm4py.algo.clustering.trace_attribute_driven.util.filter_subsets.Parameters attribute) (pm4py.algo.clustering.trace_attribute_driven.variants.act_dist_calc.Parameters attribute) (pm4py.algo.clustering.trace_attribute_driven.variants.sim_calc.Parameters attribute) (pm4py.algo.clustering.trace_attribute_driven.variants.suc_dist_calc.Parameters attribute) LXML (pm4py.objects.bpmn.importer.importer.Variants attribute)

M

MANDATORY_ATTRIBUTES (pm4py.objects.log.util.dataframe_utils.Parameters attribute) map_labels() (in module pm4py.util.labels_similarity) map_labels_from_second_model() (in module pm4py.analysis) marker_key (pm4py.objects.oc_causal_net.obj.OCCausalNet.Marker property) markers (pm4py.objects.oc_causal_net.obj.OCCausalNet.MarkerGroup property) Marking (class in pm4py.objects.bpmn.obj) (class in pm4py.objects.petri_net.obj) marking_flow_petri() (in module pm4py.objects.petri_net.utils.reachability_graph) MARKING_LIMIT (pm4py.algo.conformance.antialignments.algorithm.Parameters attribute) (pm4py.algo.conformance.antialignments.variants.discounted_a_star.Parameters attribute) (pm4py.algo.conformance.multialignments.algorithm.Parameters attribute) (pm4py.algo.conformance.multialignments.variants.discounted_a_star.Parameters attribute) marking_to_key() (in module pm4py.algo.analysis.woflan.graphs.utility) MarkingEquationSolver (class in pm4py.algo.analysis.marking_equation.variants.classic) MarkingToActivityCaching (class in pm4py.algo.conformance.tokenreplay.variants.token_replay) mask_non_alphanumeric() (in module pm4py.algo.querying.llm.utils.sql_utils) match_return_avg_time() (in module pm4py.algo.discovery.correlation_mining.util) matchQueryToLog() (pm4py.algo.anonymization.pripel.util.TraceMatcher.TraceMatcher method) matplotlib_view() (in module pm4py.visualization.align_table.visualizer) (in module pm4py.visualization.bpmn.variants.classic) (in module pm4py.visualization.bpmn.visualizer) (in module pm4py.visualization.common.gview) (in module pm4py.visualization.decisiontree.visualizer) (in module pm4py.visualization.dfg.visualizer) (in module pm4py.visualization.dotted_chart.visualizer) (in module pm4py.visualization.footprints.visualizer) (in module pm4py.visualization.graphs.util.common) (in module pm4py.visualization.heuristics_net.visualizer) (in module pm4py.visualization.network_analysis.visualizer) (in module pm4py.visualization.networkx.visualizer) (in module pm4py.visualization.ocel.eve_to_obj_types.visualizer) (in module pm4py.visualization.ocel.interleavings.visualizer) (in module pm4py.visualization.ocel.object_graph.visualizer) (in module pm4py.visualization.ocel.ocdfg.variants.classic) (in module pm4py.visualization.ocel.ocdfg.visualizer) (in module pm4py.visualization.ocel.ocpn.visualizer) (in module pm4py.visualization.performance_spectrum.visualizer) (in module pm4py.visualization.petri_net.visualizer) (in module pm4py.visualization.process_tree.visualizer) (in module pm4py.visualization.transition_system.visualizer) (in module pm4py.visualization.trie.visualizer) (in module pm4py.visualization.variants_duration.visualizer) MAX (pm4py.algo.simulation.tree_generator.variants.ptandloggenerator.Parameters attribute) MAX_BARYCENTER_ITERATIONS (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) MAX_BINDINGS_PER_ACTIVITY (pm4py.algo.simulation.playout.oc_causal_net.variants.extensive.Parameters attribute) (pm4py.algo.simulation.playout.ocpn.variants.extensive.Parameters attribute) MAX_BYTES (pm4py.objects.log.importer.xes.variants.line_by_line.Parameters attribute) max_concurrent_events() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) max_concurrent_events_per_activity() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) max_count (pm4py.objects.oc_causal_net.obj.OCCausalNet.Marker property) MAX_DEF_THR_EX_TIME (pm4py.algo.conformance.tokenreplay.variants.token_replay.TechnicalParameters attribute) MAX_DIFFERENT_OCC_STR_ATTR (pm4py.objects.log.util.dataframe_utils.Parameters attribute) MAX_DIVISIONS_X (pm4py.statistics.process_cube.pandas.variants.classic.Parameters attribute) MAX_DIVISIONS_Y (pm4py.statistics.process_cube.pandas.variants.classic.Parameters attribute) MAX_ELAB_TIME (pm4py.objects.petri_net.utils.reachability_graph.Parameters attribute) MAX_EXECUTION_TIME (pm4py.algo.simulation.playout.dfg.variants.classic.Parameters attribute) MAX_HORIZONTAL_DISTANCE (pm4py.visualization.variants_duration.variants.classic.Parameters attribute) MAX_IT_FINAL1 (pm4py.algo.conformance.tokenreplay.variants.token_replay.TechnicalParameters attribute) MAX_IT_FINAL2 (pm4py.algo.conformance.tokenreplay.variants.token_replay.TechnicalParameters attribute) MAX_K_VALUE (pm4py.algo.analysis.extended_marking_equation.variants.classic.Parameters attribute) MAX_LEN (pm4py.algo.querying.llm.abstractions.log_to_cols_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.log_to_dfg_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.log_to_fea_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.log_to_variants_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.ocel_fea_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.ocel_ocdfg_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.stream_to_descr.Parameters attribute) MAX_LENGTH (pm4py.algo.simulation.playout.declare.variants.classic.Parameters attribute) MAX_LIMIT_NUM_TRACES (pm4py.algo.simulation.playout.process_tree.variants.extensive.Parameters attribute) MAX_LOOP_OCC (pm4py.algo.simulation.playout.process_tree.variants.extensive.Parameters attribute) MAX_MARKING_OCC (pm4py.algo.simulation.playout.petri_net.variants.extensive.Parameters attribute) MAX_NO_CASES (pm4py.objects.log.util.dataframe_utils.Parameters attribute) MAX_NO_CHANGE_POINTS (pm4py.algo.concept_drift.variants.bose.Parameters attribute) MAX_NO_EDGES_IN_DIAGRAM (pm4py.visualization.dfg.variants.cost.Parameters attribute) (pm4py.visualization.dfg.variants.frequency.Parameters attribute) (pm4py.visualization.dfg.variants.performance.Parameters attribute) (pm4py.visualization.dfg.variants.timeline.Parameters attribute) MAX_NO_OCC_PER_ACTIVITY (pm4py.algo.simulation.playout.dfg.variants.classic.Parameters attribute) MAX_NO_POINTS_SAMPLE (pm4py.statistics.attributes.log.get.Parameters attribute) (pm4py.statistics.attributes.pandas.get.Parameters attribute) (pm4py.statistics.attributes.polars.get.Parameters attribute) (pm4py.statistics.end_activities.log.get.Parameters attribute) (pm4py.statistics.end_activities.pandas.get.Parameters attribute) (pm4py.statistics.end_activities.polars.get.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.post.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.pre.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.prepost.Parameters attribute) (pm4py.statistics.passed_time.polars.variants.post.Parameters attribute) (pm4py.statistics.passed_time.polars.variants.pre.Parameters attribute) (pm4py.statistics.start_activities.log.get.Parameters attribute) (pm4py.statistics.start_activities.pandas.get.Parameters attribute) (pm4py.statistics.start_activities.polars.get.Parameters attribute) (pm4py.statistics.traces.generic.pandas.case_arrival.Parameters attribute) (pm4py.statistics.traces.generic.polars.case_arrival.Parameters attribute) (pm4py.statistics.variants.log.get.Parameters attribute) MAX_NO_THREADS (pm4py.algo.conformance.tokenreplay.variants.token_replay.TechnicalParameters attribute) MAX_NO_VARIANTS (pm4py.algo.simulation.playout.dfg.variants.classic.Parameters attribute) MAX_NUM_DIFF_STR_VALUES (pm4py.algo.transformation.log_to_features.variants.event_based.Parameters attribute) MAX_OBJS (pm4py.algo.transformation.ocel.split_ocel.variants.ancestors_descendants.Parameters attribute) max_occ_all_activ() (in module pm4py.objects.dfg.utils.dfg_utils) max_occ_among_specif_activ() (in module pm4py.objects.dfg.utils.dfg_utils) MAX_PATH_LENGTH (pm4py.algo.transformation.log_to_trie.algorithm.Parameters attribute) MAX_PERFORMANCE (pm4py.algo.filtering.log.paths.paths_filter.Parameters attribute) (pm4py.algo.filtering.pandas.paths.paths_filter.Parameters attribute) (pm4py.algo.filtering.polars.paths.paths_filter.Parameters attribute) MAX_POSTFIX_SUFFIX_LENGTH (pm4py.algo.conformance.tokenreplay.variants.token_replay.TechnicalParameters attribute) MAX_PROCESS_TREE_HEIGHT (pm4py.algo.conformance.alignments.process_tree.variants.approximated.original.Parameters attribute) MAX_REC_DEPTH (pm4py.algo.conformance.tokenreplay.variants.token_replay.TechnicalParameters attribute) (pm4py.algo.simulation.tree_generator.variants.basic.Parameters attribute) MAX_REC_DEPTH_HIDTRANSENABL (pm4py.algo.conformance.tokenreplay.variants.token_replay.TechnicalParameters attribute) MAX_REP (pm4py.algo.filtering.log.attr_value_repetition.filter.Parameters attribute) (pm4py.algo.filtering.pandas.attr_value_repetition.filter.Parameters attribute) (pm4py.algo.filtering.polars.attr_value_repetition.filter.Parameters attribute) MAX_RET_CASES (pm4py.statistics.traces.generic.log.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.pandas.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.polars.case_statistics.Parameters attribute) MAX_TOKENS (pm4py.algo.querying.llm.connectors.anthropic.Parameters attribute) (pm4py.algo.querying.llm.connectors.openai.Parameters attribute) MAX_TOTAL_TIME (pm4py.algo.conformance.alignments.process_tree.variants.dynamic_programming.Parameters attribute) MAX_TRACE_LENGTH (pm4py.algo.conformance.alignments.process_tree.variants.approximated.original.Parameters attribute) (pm4py.algo.discovery.footprints.tree.variants.bottomup.Outputs attribute) (pm4py.algo.simulation.playout.petri_net.variants.basic_playout.Parameters attribute) (pm4py.algo.simulation.playout.petri_net.variants.extensive.Parameters attribute) (pm4py.algo.simulation.playout.petri_net.variants.stochastic_playout.Parameters attribute) (pm4py.algo.simulation.playout.process_tree.variants.extensive.Parameters attribute) MAX_TRACES (pm4py.objects.log.importer.xes.variants.iterparse.Parameters attribute) (pm4py.objects.log.importer.xes.variants.iterparse_20.Parameters attribute) (pm4py.objects.log.importer.xes.variants.iterparse_mem_compressed.Parameters attribute) (pm4py.objects.log.importer.xes.variants.line_by_line.Parameters attribute) MAX_VALUE_CENTRALITY (pm4py.algo.transformation.ocel.split_ocel.variants.connected_components.Parameters attribute) MAX_VARIANTS (pm4py.visualization.variants_duration.variants.classic.Parameters attribute) MAX_VARIANTS_TO_RETURN (pm4py.statistics.traces.generic.log.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.pandas.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.polars.case_statistics.Parameters attribute) MAXIMAL (pm4py.algo.discovery.powl.inductive.variants.powl_discovery_varaints.POWLDiscoveryVariant attribute) maximal_decomposition() (in module pm4py.analysis) MaximalPartialOrderCut (class in pm4py.algo.discovery.powl.inductive.variants.maximal.maximal_partial_order_cut) MaximalPartialOrderCutUVCL (class in pm4py.algo.discovery.powl.inductive.variants.maximal.maximal_partial_order_cut) maximum_flow_value() (in module pm4py.util.nx_utils) MAXIMUM_ITERATIONS_INVISIBLES (pm4py.streaming.algo.conformance.tbr.variants.classic.Parameters attribute) MCACHE (pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal.Parameters attribute) MCG (pm4py.algo.analysis.woflan.algorithm.Outputs attribute) merge() (in module pm4py.objects.petri_net.utils.petri_utils) (in module pm4py.util.pandas_utils) merge_comp() (in module pm4py.objects.petri_net.utils.decomposition) merge_dataframes() (in module pm4py.algo.discovery.ocel.interleavings.utils.merge_dataframe_rel_cases) merge_dicts() (in module pm4py.algo.conformance.tokenreplay.variants.token_replay) MERGE_DISTANCE (pm4py.algo.discovery.batches.utils.detection.Parameters attribute) (pm4py.algo.discovery.batches.variants.log.Parameters attribute) (pm4py.algo.discovery.batches.variants.pandas.Parameters attribute) (pm4py.algo.discovery.batches.variants.polars.Parameters attribute) merge_footprints() (in module pm4py.algo.discovery.footprints.powl.variants.bottomup) merge_groups() (pm4py.algo.discovery.inductive.cuts.sequence.SequenceCut static method) merge_groups_based_on_activities() (in module pm4py.algo.discovery.inductive.cuts.utils) merge_lists_based_on_activities() (in module pm4py.algo.discovery.inductive.cuts.utils) merge_log() (in module pm4py.algo.clustering.trace_attribute_driven.merge_log.merge_log) merge_sublist_nets() (in module pm4py.objects.petri_net.utils.decomposition) message_activity_not_possible() (pm4py.streaming.algo.conformance.footprints.variants.classic.FootprintsStreamingConformance method) (pm4py.streaming.algo.conformance.tbr.variants.classic.TbrStreamingConformance method) message_case_not_in_dictionary() (pm4py.streaming.algo.conformance.footprints.variants.classic.FootprintsStreamingConformance method) (pm4py.streaming.algo.conformance.tbr.variants.classic.TbrStreamingConformance method) message_case_or_activity_not_in_event() (pm4py.streaming.algo.conformance.footprints.variants.classic.FootprintsStreamingConformance method) (pm4py.streaming.algo.conformance.tbr.variants.classic.TbrStreamingConformance method) message_deviation() (pm4py.streaming.algo.conformance.temporal.variants.classic.TemporalProfileStreamingConformance method) message_end_activity_not_possible() (pm4py.streaming.algo.conformance.footprints.variants.classic.FootprintsStreamingConformance method) message_event_is_not_complete() (pm4py.streaming.algo.conformance.temporal.variants.classic.TemporalProfileStreamingConformance method) message_final_marking_not_reached() (pm4py.streaming.algo.conformance.tbr.variants.classic.TbrStreamingConformance method) message_footprints_not_possible() (pm4py.streaming.algo.conformance.footprints.variants.classic.FootprintsStreamingConformance method) message_location (in module pm4py.util.deprecation) message_missing_tokens() (pm4py.streaming.algo.conformance.tbr.variants.classic.TbrStreamingConformance method) message_start_activity_not_possible() (pm4py.streaming.algo.conformance.footprints.variants.classic.FootprintsStreamingConformance method) METHOD (pm4py.util.lp.variants.scipy_solver.Parameters attribute) METRIC_NORMALIZATION (pm4py.algo.organizational_mining.sna.algorithm.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.log.jointactivities.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.log.working_together.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.pandas.jointactivities.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.pandas.working_together.Parameters attribute) Micro (pm4py.objects.log.obj.XESExtension attribute) MILP (pm4py.algo.conformance.alignments.process_tree.algorithm.Variants attribute) MIN (pm4py.algo.simulation.tree_generator.variants.ptandloggenerator.Parameters attribute) MIN_ACT_COUNT (pm4py.algo.discovery.heuristics.variants.classic.Parameters attribute) (pm4py.algo.discovery.heuristics.variants.plusplus.Parameters attribute) MIN_BATCH_SIZE (pm4py.algo.discovery.batches.utils.detection.Parameters attribute) (pm4py.algo.discovery.batches.variants.log.Parameters attribute) (pm4py.algo.discovery.batches.variants.pandas.Parameters attribute) (pm4py.algo.discovery.batches.variants.polars.Parameters attribute) MIN_CONFIDENCE_RATIO (pm4py.algo.discovery.declare.variants.classic.Parameters attribute) min_count (pm4py.objects.oc_causal_net.obj.OCCausalNet.Marker property) MIN_DFG_OCCURRENCES (pm4py.algo.discovery.heuristics.variants.classic.Parameters attribute) (pm4py.algo.discovery.heuristics.variants.plusplus.Parameters attribute) MIN_DIFFERENT_OCC_STR_ATTR (pm4py.objects.log.util.dataframe_utils.Parameters attribute) MIN_EDGE_WEIGHT (pm4py.algo.label_splitting.variants.contextual.Parameters attribute) MIN_FACT_EDGES_INTERLEAVINGS (pm4py.visualization.ocel.interleavings.variants.graphviz.Parameters attribute) MIN_HORIZONTAL_DISTANCE (pm4py.visualization.variants_duration.variants.classic.Parameters attribute) MIN_LENGTH (pm4py.algo.simulation.playout.declare.variants.classic.Parameters attribute) MIN_LENGTH_FIT (pm4py.algo.conformance.footprints.variants.log_extensive.ConfOutputs attribute) (pm4py.algo.conformance.footprints.variants.trace_extensive.ConfOutputs attribute) MIN_NUM_DIFF_STR_VALUES (pm4py.algo.transformation.log_to_features.variants.event_based.Parameters attribute) MIN_OCCURRENCES (pm4py.algo.filtering.log.rework.rework_filter.Parameters attribute) (pm4py.algo.filtering.pandas.rework.rework_filter.Parameters attribute) (pm4py.algo.filtering.polars.rework.rework_filter.Parameters attribute) MIN_PERFORMANCE (pm4py.algo.filtering.log.paths.paths_filter.Parameters attribute) (pm4py.algo.filtering.pandas.paths.paths_filter.Parameters attribute) (pm4py.algo.filtering.polars.paths.paths_filter.Parameters attribute) MIN_REC_DEPTH (pm4py.algo.simulation.tree_generator.variants.basic.Parameters attribute) MIN_REP (pm4py.algo.filtering.log.attr_value_repetition.filter.Parameters attribute) (pm4py.algo.filtering.pandas.attr_value_repetition.filter.Parameters attribute) (pm4py.algo.filtering.polars.attr_value_repetition.filter.Parameters attribute) MIN_SUPPORT_RATIO (pm4py.algo.discovery.declare.variants.classic.Parameters attribute) MIN_TRACE_LENGTH (pm4py.algo.conformance.footprints.util.evaluation.Outputs attribute) (pm4py.algo.conformance.footprints.util.tree_visualization.Outputs attribute) (pm4py.algo.conformance.footprints.variants.log_extensive.Outputs attribute) (pm4py.algo.conformance.footprints.variants.log_model.Outputs attribute) (pm4py.algo.conformance.footprints.variants.trace_extensive.Outputs attribute) (pm4py.algo.discovery.footprints.dfg.variants.dfg.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.entire_dataframe.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.entire_event_log.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.polars_lazyframes.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.trace_by_trace.Outputs attribute) (pm4py.algo.discovery.footprints.petri.variants.reach_graph.Outputs attribute) (pm4py.algo.discovery.footprints.powl.variants.bottomup.Outputs attribute) (pm4py.algo.discovery.footprints.tree.variants.bottomup.Outputs attribute) (pm4py.algo.reduction.process_tree.variants.tree_tr_based.Outputs attribute) (pm4py.algo.simulation.playout.process_tree.variants.extensive.Parameters attribute) MIN_VARIANT_OCC (pm4py.algo.simulation.playout.dfg.variants.classic.Parameters attribute) MIN_WEIGHTED_PROBABILITY (pm4py.algo.simulation.playout.dfg.variants.classic.Parameters attribute) mine_base_case() (in module pm4py.objects.conversion.wf_net.variants.to_powl) mine_loop() (in module pm4py.objects.conversion.wf_net.variants.to_powl) mine_partial_order() (in module pm4py.objects.conversion.wf_net.variants.to_powl) mine_self_loop() (in module pm4py.objects.conversion.wf_net.variants.to_powl) mine_xor() (in module pm4py.objects.conversion.wf_net.variants.to_powl) minimal_coverability_tree() (in module pm4py.algo.analysis.woflan.graphs.minimal_coverability_graph.minimal_coverability_graph) minimum_weight_full_matching() (in module pm4py.util.nx_utils) MISSING_DICT_ID (pm4py.streaming.algo.conformance.tbr.variants.classic.Parameters attribute) MODE (pm4py.algo.simulation.tree_generator.variants.ptandloggenerator.Parameters attribute) model_description() (pm4py.objects.powl.obj.POWL static method) (pm4py.objects.process_tree.obj.ProcessTree static method) MODEL_MOVE_COST_FUNCTION (pm4py.algo.conformance.alignments.dfg.variants.classic.Parameters attribute) module pm4py.algo pm4py.algo.analysis pm4py.algo.analysis.extended_marking_equation pm4py.algo.analysis.extended_marking_equation.algorithm pm4py.algo.analysis.extended_marking_equation.variants pm4py.algo.analysis.extended_marking_equation.variants.classic pm4py.algo.analysis.marking_equation pm4py.algo.analysis.marking_equation.algorithm pm4py.algo.analysis.marking_equation.variants pm4py.algo.analysis.marking_equation.variants.classic pm4py.algo.analysis.woflan pm4py.algo.analysis.woflan.algorithm pm4py.algo.analysis.woflan.graphs pm4py.algo.analysis.woflan.graphs.minimal_coverability_graph pm4py.algo.analysis.woflan.graphs.minimal_coverability_graph.minimal_coverability_graph pm4py.algo.analysis.woflan.graphs.reachability_graph pm4py.algo.analysis.woflan.graphs.reachability_graph.reachability_graph pm4py.algo.analysis.woflan.graphs.restricted_coverability_graph pm4py.algo.analysis.woflan.graphs.restricted_coverability_graph.restricted_coverability_graph pm4py.algo.analysis.woflan.graphs.utility pm4py.algo.analysis.woflan.not_well_handled_pairs pm4py.algo.analysis.woflan.not_well_handled_pairs.not_well_handled_pairs pm4py.algo.analysis.woflan.place_invariants pm4py.algo.analysis.woflan.place_invariants.place_invariants pm4py.algo.analysis.woflan.place_invariants.s_component pm4py.algo.analysis.woflan.place_invariants.uniform_invariant pm4py.algo.analysis.woflan.place_invariants.utility pm4py.algo.analysis.workflow_net pm4py.algo.analysis.workflow_net.algorithm pm4py.algo.analysis.workflow_net.variants pm4py.algo.analysis.workflow_net.variants.petri_net pm4py.algo.anonymization pm4py.algo.anonymization.pripel.util.trace_levenshtein pm4py.algo.anonymization.pripel.util.TraceMatcher pm4py.algo.anonymization.trace_variant_query pm4py.algo.anonymization.trace_variant_query.algorithm pm4py.algo.anonymization.trace_variant_query.util pm4py.algo.anonymization.trace_variant_query.util.behavioralAppropriateness pm4py.algo.anonymization.trace_variant_query.util.exp_mech pm4py.algo.anonymization.trace_variant_query.util.util pm4py.algo.anonymization.trace_variant_query.variants pm4py.algo.anonymization.trace_variant_query.variants.laplace pm4py.algo.anonymization.trace_variant_query.variants.sacofa pm4py.algo.clustering pm4py.algo.clustering.profiles pm4py.algo.clustering.profiles.algorithm pm4py.algo.clustering.profiles.variants pm4py.algo.clustering.profiles.variants.sklearn_profiles pm4py.algo.clustering.trace_attribute_driven pm4py.algo.clustering.trace_attribute_driven.algorithm pm4py.algo.clustering.trace_attribute_driven.dfg pm4py.algo.clustering.trace_attribute_driven.dfg.dfg_dist pm4py.algo.clustering.trace_attribute_driven.leven_dist pm4py.algo.clustering.trace_attribute_driven.leven_dist.leven_dist_calc pm4py.algo.clustering.trace_attribute_driven.linkage_method pm4py.algo.clustering.trace_attribute_driven.linkage_method.linkage_avg pm4py.algo.clustering.trace_attribute_driven.merge_log pm4py.algo.clustering.trace_attribute_driven.merge_log.merge_log pm4py.algo.clustering.trace_attribute_driven.util pm4py.algo.clustering.trace_attribute_driven.util.evaluation pm4py.algo.clustering.trace_attribute_driven.util.filter_subsets pm4py.algo.clustering.trace_attribute_driven.variants pm4py.algo.clustering.trace_attribute_driven.variants.act_dist_calc pm4py.algo.clustering.trace_attribute_driven.variants.logslice_dist pm4py.algo.clustering.trace_attribute_driven.variants.sim_calc pm4py.algo.clustering.trace_attribute_driven.variants.suc_dist_calc pm4py.algo.comparison pm4py.algo.comparison.petrinet pm4py.algo.comparison.petrinet.element_usage_comparison pm4py.algo.concept_drift pm4py.algo.concept_drift.algorithm pm4py.algo.concept_drift.variants pm4py.algo.concept_drift.variants.bose pm4py.algo.conformance pm4py.algo.conformance.alignments pm4py.algo.conformance.alignments.decomposed pm4py.algo.conformance.alignments.decomposed.algorithm pm4py.algo.conformance.alignments.decomposed.variants pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal pm4py.algo.conformance.alignments.dfg pm4py.algo.conformance.alignments.dfg.algorithm pm4py.algo.conformance.alignments.dfg.variants pm4py.algo.conformance.alignments.dfg.variants.classic pm4py.algo.conformance.alignments.edit_distance pm4py.algo.conformance.alignments.edit_distance.algorithm pm4py.algo.conformance.alignments.edit_distance.variants pm4py.algo.conformance.alignments.edit_distance.variants.edit_distance pm4py.algo.conformance.alignments.petri_net pm4py.algo.conformance.alignments.petri_net.algorithm pm4py.algo.conformance.alignments.petri_net.utils pm4py.algo.conformance.alignments.petri_net.utils.log_enrichment pm4py.algo.conformance.alignments.petri_net.variants pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_less_memory pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_no_heuristics pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_less_memory pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_no_heuristics pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star pm4py.algo.conformance.alignments.process_tree pm4py.algo.conformance.alignments.process_tree.algorithm pm4py.algo.conformance.alignments.process_tree.util pm4py.algo.conformance.alignments.process_tree.util.search_graph_pt_frequency_annotation pm4py.algo.conformance.alignments.process_tree.util.search_graph_pt_replay_semantics pm4py.algo.conformance.alignments.process_tree.variants pm4py.algo.conformance.alignments.process_tree.variants.approximated pm4py.algo.conformance.alignments.process_tree.variants.approximated.calculate_a_sa_ea_sets pm4py.algo.conformance.alignments.process_tree.variants.approximated.original pm4py.algo.conformance.alignments.process_tree.variants.approximated.utilities pm4py.algo.conformance.alignments.process_tree.variants.dynamic_programming pm4py.algo.conformance.alignments.process_tree.variants.milp pm4py.algo.conformance.alignments.process_tree.variants.search_graph_pt pm4py.algo.conformance.antialignments pm4py.algo.conformance.antialignments.algorithm pm4py.algo.conformance.antialignments.variants pm4py.algo.conformance.antialignments.variants.discounted_a_star pm4py.algo.conformance.declare pm4py.algo.conformance.declare.algorithm pm4py.algo.conformance.declare.variants pm4py.algo.conformance.declare.variants.classic pm4py.algo.conformance.footprints pm4py.algo.conformance.footprints.algorithm pm4py.algo.conformance.footprints.util pm4py.algo.conformance.footprints.util.evaluation pm4py.algo.conformance.footprints.util.tree_visualization pm4py.algo.conformance.footprints.variants pm4py.algo.conformance.footprints.variants.log_extensive pm4py.algo.conformance.footprints.variants.log_model pm4py.algo.conformance.footprints.variants.trace_extensive pm4py.algo.conformance.log_skeleton pm4py.algo.conformance.log_skeleton.algorithm pm4py.algo.conformance.log_skeleton.variants pm4py.algo.conformance.log_skeleton.variants.classic pm4py.algo.conformance.multialignments pm4py.algo.conformance.multialignments.algorithm pm4py.algo.conformance.multialignments.variants pm4py.algo.conformance.multialignments.variants.discounted_a_star pm4py.algo.conformance.ocel pm4py.algo.conformance.ocel.etot pm4py.algo.conformance.ocel.etot.algorithm pm4py.algo.conformance.ocel.etot.variants pm4py.algo.conformance.ocel.etot.variants.graph_comparison pm4py.algo.conformance.ocel.ocdfg pm4py.algo.conformance.ocel.ocdfg.algorithm pm4py.algo.conformance.ocel.ocdfg.variants pm4py.algo.conformance.ocel.ocdfg.variants.graph_comparison pm4py.algo.conformance.ocel.otg pm4py.algo.conformance.ocel.otg.algorithm pm4py.algo.conformance.ocel.otg.variants pm4py.algo.conformance.ocel.otg.variants.graph_comparison pm4py.algo.conformance.temporal_profile pm4py.algo.conformance.temporal_profile.algorithm pm4py.algo.conformance.temporal_profile.variants pm4py.algo.conformance.temporal_profile.variants.dataframe pm4py.algo.conformance.temporal_profile.variants.log pm4py.algo.conformance.tokenreplay pm4py.algo.conformance.tokenreplay.algorithm pm4py.algo.conformance.tokenreplay.diagnostics pm4py.algo.conformance.tokenreplay.diagnostics.duration_diagnostics pm4py.algo.conformance.tokenreplay.diagnostics.root_cause_analysis pm4py.algo.conformance.tokenreplay.variants pm4py.algo.conformance.tokenreplay.variants.backwards pm4py.algo.conformance.tokenreplay.variants.token_replay pm4py.algo.connectors pm4py.algo.connectors.algorithm pm4py.algo.connectors.util pm4py.algo.connectors.util.mail pm4py.algo.connectors.variants pm4py.algo.connectors.variants.camunda_workflow pm4py.algo.connectors.variants.chrome_history pm4py.algo.connectors.variants.firefox_history pm4py.algo.connectors.variants.github_repo pm4py.algo.connectors.variants.outlook_calendar pm4py.algo.connectors.variants.outlook_mail_extractor pm4py.algo.connectors.variants.sap_accounting pm4py.algo.connectors.variants.sap_o2c pm4py.algo.connectors.variants.windows_events pm4py.algo.decision_mining pm4py.algo.decision_mining.algorithm pm4py.algo.discovery pm4py.algo.discovery.alpha pm4py.algo.discovery.alpha.algorithm pm4py.algo.discovery.alpha.data_structures pm4py.algo.discovery.alpha.data_structures.alpha_classic_abstraction pm4py.algo.discovery.alpha.utils pm4py.algo.discovery.alpha.utils.endpoints pm4py.algo.discovery.alpha.variants pm4py.algo.discovery.alpha.variants.classic pm4py.algo.discovery.alpha.variants.plus pm4py.algo.discovery.batches pm4py.algo.discovery.batches.algorithm pm4py.algo.discovery.batches.utils pm4py.algo.discovery.batches.utils.detection pm4py.algo.discovery.batches.variants pm4py.algo.discovery.batches.variants.log pm4py.algo.discovery.batches.variants.pandas pm4py.algo.discovery.batches.variants.polars pm4py.algo.discovery.causal pm4py.algo.discovery.causal.algorithm pm4py.algo.discovery.causal.variants pm4py.algo.discovery.causal.variants.alpha pm4py.algo.discovery.causal.variants.heuristic pm4py.algo.discovery.correlation_mining pm4py.algo.discovery.correlation_mining.algorithm pm4py.algo.discovery.correlation_mining.util pm4py.algo.discovery.correlation_mining.variants pm4py.algo.discovery.correlation_mining.variants.classic pm4py.algo.discovery.correlation_mining.variants.classic_split pm4py.algo.discovery.correlation_mining.variants.trace_based pm4py.algo.discovery.declare pm4py.algo.discovery.declare.algorithm pm4py.algo.discovery.declare.templates pm4py.algo.discovery.declare.variants pm4py.algo.discovery.declare.variants.classic pm4py.algo.discovery.dfg pm4py.algo.discovery.dfg.adapters pm4py.algo.discovery.dfg.adapters.pandas pm4py.algo.discovery.dfg.adapters.pandas.df_statistics pm4py.algo.discovery.dfg.adapters.pandas.freq_triples pm4py.algo.discovery.dfg.adapters.polars pm4py.algo.discovery.dfg.adapters.polars.df_statistics pm4py.algo.discovery.dfg.adapters.polars.freq_triples pm4py.algo.discovery.dfg.algorithm pm4py.algo.discovery.dfg.replacement pm4py.algo.discovery.dfg.utils pm4py.algo.discovery.dfg.utils.dfg_utils pm4py.algo.discovery.dfg.variants pm4py.algo.discovery.dfg.variants.case_attributes pm4py.algo.discovery.dfg.variants.clean pm4py.algo.discovery.dfg.variants.clean_polars pm4py.algo.discovery.dfg.variants.clean_time pm4py.algo.discovery.dfg.variants.freq_triples pm4py.algo.discovery.dfg.variants.native pm4py.algo.discovery.dfg.variants.performance pm4py.algo.discovery.footprints pm4py.algo.discovery.footprints.algorithm pm4py.algo.discovery.footprints.dfg pm4py.algo.discovery.footprints.dfg.variants pm4py.algo.discovery.footprints.dfg.variants.dfg pm4py.algo.discovery.footprints.log pm4py.algo.discovery.footprints.log.variants pm4py.algo.discovery.footprints.log.variants.entire_dataframe pm4py.algo.discovery.footprints.log.variants.entire_event_log pm4py.algo.discovery.footprints.log.variants.polars_lazyframes pm4py.algo.discovery.footprints.log.variants.trace_by_trace pm4py.algo.discovery.footprints.petri pm4py.algo.discovery.footprints.petri.variants pm4py.algo.discovery.footprints.petri.variants.reach_graph pm4py.algo.discovery.footprints.powl pm4py.algo.discovery.footprints.powl.variants pm4py.algo.discovery.footprints.powl.variants.bottomup pm4py.algo.discovery.footprints.tree pm4py.algo.discovery.footprints.tree.variants pm4py.algo.discovery.footprints.tree.variants.bottomup pm4py.algo.discovery.genetic pm4py.algo.discovery.genetic.algorithm pm4py.algo.discovery.genetic.util pm4py.algo.discovery.genetic.variants pm4py.algo.discovery.genetic.variants.classic pm4py.algo.discovery.heuristics pm4py.algo.discovery.heuristics.algorithm pm4py.algo.discovery.heuristics.variants pm4py.algo.discovery.heuristics.variants.classic pm4py.algo.discovery.heuristics.variants.plusplus pm4py.algo.discovery.ilp pm4py.algo.discovery.ilp.algorithm pm4py.algo.discovery.ilp.variants pm4py.algo.discovery.ilp.variants.classic pm4py.algo.discovery.inductive pm4py.algo.discovery.inductive.algorithm pm4py.algo.discovery.inductive.base_case pm4py.algo.discovery.inductive.base_case.abc pm4py.algo.discovery.inductive.base_case.empty_log pm4py.algo.discovery.inductive.base_case.factory pm4py.algo.discovery.inductive.base_case.single_activity pm4py.algo.discovery.inductive.cuts pm4py.algo.discovery.inductive.cuts.abc pm4py.algo.discovery.inductive.cuts.concurrency pm4py.algo.discovery.inductive.cuts.factory pm4py.algo.discovery.inductive.cuts.loop pm4py.algo.discovery.inductive.cuts.sequence pm4py.algo.discovery.inductive.cuts.utils pm4py.algo.discovery.inductive.cuts.xor pm4py.algo.discovery.inductive.dtypes pm4py.algo.discovery.inductive.dtypes.im_dfg pm4py.algo.discovery.inductive.dtypes.im_ds pm4py.algo.discovery.inductive.fall_through pm4py.algo.discovery.inductive.fall_through.abc pm4py.algo.discovery.inductive.fall_through.activity_concurrent pm4py.algo.discovery.inductive.fall_through.activity_once_per_trace pm4py.algo.discovery.inductive.fall_through.empty_traces pm4py.algo.discovery.inductive.fall_through.factory pm4py.algo.discovery.inductive.fall_through.flower pm4py.algo.discovery.inductive.fall_through.strict_tau_loop pm4py.algo.discovery.inductive.fall_through.tau_loop pm4py.algo.discovery.inductive.variants pm4py.algo.discovery.inductive.variants.abc pm4py.algo.discovery.inductive.variants.im pm4py.algo.discovery.inductive.variants.imd pm4py.algo.discovery.inductive.variants.imf pm4py.algo.discovery.inductive.variants.instances pm4py.algo.discovery.log_skeleton pm4py.algo.discovery.log_skeleton.algorithm pm4py.algo.discovery.log_skeleton.trace_skel pm4py.algo.discovery.log_skeleton.variants pm4py.algo.discovery.log_skeleton.variants.classic pm4py.algo.discovery.minimum_self_distance pm4py.algo.discovery.minimum_self_distance.algorithm pm4py.algo.discovery.minimum_self_distance.utils pm4py.algo.discovery.minimum_self_distance.variants pm4py.algo.discovery.minimum_self_distance.variants.log pm4py.algo.discovery.minimum_self_distance.variants.pandas pm4py.algo.discovery.minimum_self_distance.variants.polars pm4py.algo.discovery.ocel pm4py.algo.discovery.ocel.etot pm4py.algo.discovery.ocel.etot.algorithm pm4py.algo.discovery.ocel.etot.variants pm4py.algo.discovery.ocel.etot.variants.classic pm4py.algo.discovery.ocel.interleavings pm4py.algo.discovery.ocel.interleavings.algorithm pm4py.algo.discovery.ocel.interleavings.utils pm4py.algo.discovery.ocel.interleavings.utils.merge_dataframe_rel_cases pm4py.algo.discovery.ocel.interleavings.variants pm4py.algo.discovery.ocel.interleavings.variants.timestamp_interleavings pm4py.algo.discovery.ocel.link_analysis pm4py.algo.discovery.ocel.link_analysis.algorithm pm4py.algo.discovery.ocel.link_analysis.variants pm4py.algo.discovery.ocel.link_analysis.variants.classic pm4py.algo.discovery.ocel.ocdfg pm4py.algo.discovery.ocel.ocdfg.algorithm pm4py.algo.discovery.ocel.ocdfg.variants pm4py.algo.discovery.ocel.ocdfg.variants.classic pm4py.algo.discovery.ocel.ocpn pm4py.algo.discovery.ocel.ocpn.algorithm pm4py.algo.discovery.ocel.ocpn.variants pm4py.algo.discovery.ocel.ocpn.variants.classic pm4py.algo.discovery.ocel.ocpn.variants.wo_annotation pm4py.algo.discovery.ocel.otg pm4py.algo.discovery.ocel.otg.algorithm pm4py.algo.discovery.ocel.otg.variants pm4py.algo.discovery.ocel.otg.variants.classic pm4py.algo.discovery.ocel.saw_nets pm4py.algo.discovery.ocel.saw_nets.algorithm pm4py.algo.discovery.ocel.saw_nets.variants pm4py.algo.discovery.ocel.saw_nets.variants.classic pm4py.algo.discovery.performance_spectrum pm4py.algo.discovery.performance_spectrum.algorithm pm4py.algo.discovery.performance_spectrum.variants pm4py.algo.discovery.performance_spectrum.variants.dataframe pm4py.algo.discovery.performance_spectrum.variants.dataframe_disconnected pm4py.algo.discovery.performance_spectrum.variants.lazyframe pm4py.algo.discovery.performance_spectrum.variants.lazyframe_disconnected pm4py.algo.discovery.performance_spectrum.variants.log pm4py.algo.discovery.performance_spectrum.variants.log_disconnected pm4py.algo.discovery.powl pm4py.algo.discovery.powl.algorithm pm4py.algo.discovery.powl.inductive pm4py.algo.discovery.powl.inductive.base_case pm4py.algo.discovery.powl.inductive.base_case.abc pm4py.algo.discovery.powl.inductive.base_case.empty_log pm4py.algo.discovery.powl.inductive.base_case.factory pm4py.algo.discovery.powl.inductive.base_case.single_activity pm4py.algo.discovery.powl.inductive.cuts pm4py.algo.discovery.powl.inductive.cuts.concurrency pm4py.algo.discovery.powl.inductive.cuts.factory pm4py.algo.discovery.powl.inductive.cuts.loop pm4py.algo.discovery.powl.inductive.cuts.sequence pm4py.algo.discovery.powl.inductive.cuts.xor pm4py.algo.discovery.powl.inductive.fall_through pm4py.algo.discovery.powl.inductive.fall_through.activity_concurrent pm4py.algo.discovery.powl.inductive.fall_through.activity_once_per_trace pm4py.algo.discovery.powl.inductive.fall_through.empty_traces pm4py.algo.discovery.powl.inductive.fall_through.factory pm4py.algo.discovery.powl.inductive.fall_through.flower pm4py.algo.discovery.powl.inductive.fall_through.strict_tau_loop pm4py.algo.discovery.powl.inductive.fall_through.tau_loop pm4py.algo.discovery.powl.inductive.utils pm4py.algo.discovery.powl.inductive.utils.filtering pm4py.algo.discovery.powl.inductive.variants pm4py.algo.discovery.powl.inductive.variants.brute_force pm4py.algo.discovery.powl.inductive.variants.brute_force.bf_partial_order_cut pm4py.algo.discovery.powl.inductive.variants.brute_force.factory pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering.dynamic_clustering_partial_order_cut pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering.factory pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering_frequency pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering_frequency.dynamic_clustering_frequency_partial_order_cut pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering_frequency.factory pm4py.algo.discovery.powl.inductive.variants.im_brute_force pm4py.algo.discovery.powl.inductive.variants.im_dynamic_clustering pm4py.algo.discovery.powl.inductive.variants.im_dynamic_clustering_frequencies pm4py.algo.discovery.powl.inductive.variants.im_maximal pm4py.algo.discovery.powl.inductive.variants.im_tree pm4py.algo.discovery.powl.inductive.variants.maximal pm4py.algo.discovery.powl.inductive.variants.maximal.factory pm4py.algo.discovery.powl.inductive.variants.maximal.maximal_partial_order_cut pm4py.algo.discovery.powl.inductive.variants.powl_discovery_varaints pm4py.algo.discovery.temporal_profile pm4py.algo.discovery.temporal_profile.algorithm pm4py.algo.discovery.temporal_profile.variants pm4py.algo.discovery.temporal_profile.variants.dataframe pm4py.algo.discovery.temporal_profile.variants.log pm4py.algo.discovery.transition_system pm4py.algo.discovery.transition_system.algorithm pm4py.algo.discovery.transition_system.variants pm4py.algo.discovery.transition_system.variants.view_based pm4py.algo.evaluation pm4py.algo.evaluation.algorithm pm4py.algo.evaluation.earth_mover_distance pm4py.algo.evaluation.earth_mover_distance.algorithm pm4py.algo.evaluation.earth_mover_distance.variants pm4py.algo.evaluation.earth_mover_distance.variants.pyemd pm4py.algo.evaluation.generalization pm4py.algo.evaluation.generalization.algorithm pm4py.algo.evaluation.generalization.variants pm4py.algo.evaluation.generalization.variants.token_based pm4py.algo.evaluation.precision pm4py.algo.evaluation.precision.algorithm pm4py.algo.evaluation.precision.dfg pm4py.algo.evaluation.precision.dfg.algorithm pm4py.algo.evaluation.precision.utils pm4py.algo.evaluation.precision.variants pm4py.algo.evaluation.precision.variants.align_etconformance pm4py.algo.evaluation.precision.variants.automaton_after_align pm4py.algo.evaluation.precision.variants.etconformance_token pm4py.algo.evaluation.replay_fitness pm4py.algo.evaluation.replay_fitness.algorithm pm4py.algo.evaluation.replay_fitness.variants pm4py.algo.evaluation.replay_fitness.variants.alignment_based pm4py.algo.evaluation.replay_fitness.variants.token_replay pm4py.algo.evaluation.simplicity pm4py.algo.evaluation.simplicity.algorithm pm4py.algo.evaluation.simplicity.variants pm4py.algo.evaluation.simplicity.variants.arc_degree pm4py.algo.evaluation.simplicity.variants.extended_cardoso pm4py.algo.evaluation.simplicity.variants.extended_cyclomatic pm4py.algo.filtering pm4py.algo.filtering.common pm4py.algo.filtering.common.attributes pm4py.algo.filtering.common.attributes.attributes_common pm4py.algo.filtering.common.end_activities pm4py.algo.filtering.common.end_activities.end_activities_common pm4py.algo.filtering.common.filtering_constants pm4py.algo.filtering.common.start_activities pm4py.algo.filtering.common.start_activities.start_activities_common pm4py.algo.filtering.common.timestamp pm4py.algo.filtering.common.timestamp.timestamp_common pm4py.algo.filtering.common.traces pm4py.algo.filtering.common.traces.infix_to_regex pm4py.algo.filtering.dfg pm4py.algo.filtering.dfg.dfg_filtering pm4py.algo.filtering.log pm4py.algo.filtering.log.attr_value_repetition pm4py.algo.filtering.log.attr_value_repetition.filter pm4py.algo.filtering.log.attributes pm4py.algo.filtering.log.attributes.attributes_filter pm4py.algo.filtering.log.between pm4py.algo.filtering.log.between.between_filter pm4py.algo.filtering.log.cases pm4py.algo.filtering.log.cases.case_filter pm4py.algo.filtering.log.end_activities pm4py.algo.filtering.log.end_activities.end_activities_filter pm4py.algo.filtering.log.ltl pm4py.algo.filtering.log.ltl.ltl_checker pm4py.algo.filtering.log.paths pm4py.algo.filtering.log.paths.paths_filter pm4py.algo.filtering.log.prefixes pm4py.algo.filtering.log.prefixes.prefix_filter pm4py.algo.filtering.log.rework pm4py.algo.filtering.log.rework.rework_filter pm4py.algo.filtering.log.start_activities pm4py.algo.filtering.log.start_activities.start_activities_filter pm4py.algo.filtering.log.suffixes pm4py.algo.filtering.log.suffixes.suffix_filter pm4py.algo.filtering.log.timestamp pm4py.algo.filtering.log.timestamp.timestamp_filter pm4py.algo.filtering.log.traces pm4py.algo.filtering.log.traces.trace_filter pm4py.algo.filtering.log.variants pm4py.algo.filtering.log.variants.variants_filter pm4py.algo.filtering.ocel pm4py.algo.filtering.ocel.activity_type_matching pm4py.algo.filtering.ocel.event_attributes pm4py.algo.filtering.ocel.object_attributes pm4py.algo.filtering.ocel.objects_ot_count pm4py.algo.filtering.ocel.ot_endpoints pm4py.algo.filtering.pandas pm4py.algo.filtering.pandas.activity_split pm4py.algo.filtering.pandas.activity_split.activity_split_filter pm4py.algo.filtering.pandas.attr_value_repetition pm4py.algo.filtering.pandas.attr_value_repetition.filter pm4py.algo.filtering.pandas.attributes pm4py.algo.filtering.pandas.attributes.attributes_filter pm4py.algo.filtering.pandas.between pm4py.algo.filtering.pandas.between.between_filter pm4py.algo.filtering.pandas.cases pm4py.algo.filtering.pandas.cases.case_filter pm4py.algo.filtering.pandas.consecutive_act_case_grouping pm4py.algo.filtering.pandas.consecutive_act_case_grouping.consecutive_act_case_grouping_filter pm4py.algo.filtering.pandas.end_activities pm4py.algo.filtering.pandas.end_activities.end_activities_filter pm4py.algo.filtering.pandas.ends_with pm4py.algo.filtering.pandas.ends_with.ends_with_filter pm4py.algo.filtering.pandas.ltl pm4py.algo.filtering.pandas.ltl.ltl_checker pm4py.algo.filtering.pandas.paths pm4py.algo.filtering.pandas.paths.paths_filter pm4py.algo.filtering.pandas.pd_filtering_constants pm4py.algo.filtering.pandas.prefixes pm4py.algo.filtering.pandas.prefixes.prefix_filter pm4py.algo.filtering.pandas.rework pm4py.algo.filtering.pandas.rework.rework_filter pm4py.algo.filtering.pandas.start_activities pm4py.algo.filtering.pandas.start_activities.start_activities_filter pm4py.algo.filtering.pandas.starts_with pm4py.algo.filtering.pandas.starts_with.starts_with_filter pm4py.algo.filtering.pandas.suffixes pm4py.algo.filtering.pandas.suffixes.suffix_filter pm4py.algo.filtering.pandas.timestamp pm4py.algo.filtering.pandas.timestamp.timestamp_filter pm4py.algo.filtering.pandas.timestamp_case_grouping pm4py.algo.filtering.pandas.timestamp_case_grouping.timestamp_case_grouping_filter pm4py.algo.filtering.pandas.traces pm4py.algo.filtering.pandas.traces.trace_filter pm4py.algo.filtering.pandas.variants pm4py.algo.filtering.pandas.variants.variants_filter pm4py.algo.filtering.polars pm4py.algo.filtering.polars.activity_split pm4py.algo.filtering.polars.activity_split.activity_split_filter pm4py.algo.filtering.polars.attr_value_repetition pm4py.algo.filtering.polars.attr_value_repetition.filter pm4py.algo.filtering.polars.attributes pm4py.algo.filtering.polars.attributes.attributes_filter pm4py.algo.filtering.polars.between pm4py.algo.filtering.polars.between.between_filter pm4py.algo.filtering.polars.cases pm4py.algo.filtering.polars.cases.case_filter pm4py.algo.filtering.polars.consecutive_act_case_grouping pm4py.algo.filtering.polars.consecutive_act_case_grouping.consecutive_act_case_grouping_filter pm4py.algo.filtering.polars.end_activities pm4py.algo.filtering.polars.end_activities.end_activities_filter pm4py.algo.filtering.polars.ends_with pm4py.algo.filtering.polars.ends_with.ends_with_filter pm4py.algo.filtering.polars.ltl pm4py.algo.filtering.polars.ltl.ltl_checker pm4py.algo.filtering.polars.paths pm4py.algo.filtering.polars.paths.paths_filter pm4py.algo.filtering.polars.polars_filtering_constants pm4py.algo.filtering.polars.prefixes pm4py.algo.filtering.polars.prefixes.prefix_filter pm4py.algo.filtering.polars.rework pm4py.algo.filtering.polars.rework.rework_filter pm4py.algo.filtering.polars.start_activities pm4py.algo.filtering.polars.start_activities.start_activities_filter pm4py.algo.filtering.polars.starts_with pm4py.algo.filtering.polars.starts_with.starts_with_filter pm4py.algo.filtering.polars.suffixes pm4py.algo.filtering.polars.suffixes.suffix_filter pm4py.algo.filtering.polars.timestamp pm4py.algo.filtering.polars.timestamp.timestamp_filter pm4py.algo.filtering.polars.timestamp_case_grouping pm4py.algo.filtering.polars.timestamp_case_grouping.timestamp_case_grouping_filter pm4py.algo.filtering.polars.traces pm4py.algo.filtering.polars.traces.trace_filter pm4py.algo.filtering.polars.variants pm4py.algo.filtering.polars.variants.variants_filter pm4py.algo.label_splitting pm4py.algo.label_splitting.algorithm pm4py.algo.label_splitting.variants pm4py.algo.label_splitting.variants.contextual pm4py.algo.merging pm4py.algo.merging.case_relations pm4py.algo.merging.case_relations.algorithm pm4py.algo.merging.case_relations.variants pm4py.algo.merging.case_relations.variants.pandas pm4py.algo.organizational_mining pm4py.algo.organizational_mining.local_diagnostics pm4py.algo.organizational_mining.local_diagnostics.algorithm pm4py.algo.organizational_mining.network_analysis pm4py.algo.organizational_mining.network_analysis.algorithm pm4py.algo.organizational_mining.network_analysis.variants pm4py.algo.organizational_mining.network_analysis.variants.dataframe pm4py.algo.organizational_mining.resource_profiles pm4py.algo.organizational_mining.resource_profiles.algorithm pm4py.algo.organizational_mining.resource_profiles.variants pm4py.algo.organizational_mining.resource_profiles.variants.log pm4py.algo.organizational_mining.resource_profiles.variants.pandas pm4py.algo.organizational_mining.roles pm4py.algo.organizational_mining.roles.algorithm pm4py.algo.organizational_mining.roles.common pm4py.algo.organizational_mining.roles.common.algorithm pm4py.algo.organizational_mining.roles.variants pm4py.algo.organizational_mining.roles.variants.log pm4py.algo.organizational_mining.roles.variants.pandas pm4py.algo.organizational_mining.sna pm4py.algo.organizational_mining.sna.algorithm pm4py.algo.organizational_mining.sna.util pm4py.algo.organizational_mining.sna.variants pm4py.algo.organizational_mining.sna.variants.log pm4py.algo.organizational_mining.sna.variants.log.handover pm4py.algo.organizational_mining.sna.variants.log.jointactivities pm4py.algo.organizational_mining.sna.variants.log.subcontracting pm4py.algo.organizational_mining.sna.variants.log.working_together pm4py.algo.organizational_mining.sna.variants.pandas pm4py.algo.organizational_mining.sna.variants.pandas.handover pm4py.algo.organizational_mining.sna.variants.pandas.jointactivities pm4py.algo.organizational_mining.sna.variants.pandas.subcontracting pm4py.algo.organizational_mining.sna.variants.pandas.working_together pm4py.algo.organizational_mining.util pm4py.algo.querying pm4py.algo.querying.llm pm4py.algo.querying.llm.abstractions pm4py.algo.querying.llm.abstractions.case_to_descr pm4py.algo.querying.llm.abstractions.declare_to_descr pm4py.algo.querying.llm.abstractions.log_to_cols_descr pm4py.algo.querying.llm.abstractions.log_to_dfg_descr pm4py.algo.querying.llm.abstractions.log_to_fea_descr pm4py.algo.querying.llm.abstractions.log_to_variants_descr pm4py.algo.querying.llm.abstractions.logske_to_descr pm4py.algo.querying.llm.abstractions.net_to_descr pm4py.algo.querying.llm.abstractions.ocel_fea_descr pm4py.algo.querying.llm.abstractions.ocel_ocdfg_descr pm4py.algo.querying.llm.abstractions.stream_to_descr pm4py.algo.querying.llm.abstractions.tempprofile_to_descr pm4py.algo.querying.llm.connectors pm4py.algo.querying.llm.connectors.anthropic pm4py.algo.querying.llm.connectors.google pm4py.algo.querying.llm.connectors.openai pm4py.algo.querying.llm.injection pm4py.algo.querying.llm.injection.algorithm pm4py.algo.querying.llm.injection.db_knowledge pm4py.algo.querying.llm.injection.db_knowledge.algorithm pm4py.algo.querying.llm.injection.db_knowledge.variants pm4py.algo.querying.llm.injection.db_knowledge.variants.pandas_duckdb pm4py.algo.querying.llm.injection.db_knowledge.variants.sqlite3_traditional pm4py.algo.querying.llm.injection.pm_knowledge pm4py.algo.querying.llm.injection.pm_knowledge.algorithm pm4py.algo.querying.llm.injection.pm_knowledge.variants pm4py.algo.querying.llm.injection.pm_knowledge.variants.ocel20 pm4py.algo.querying.llm.injection.pm_knowledge.variants.traditional pm4py.algo.querying.llm.utils pm4py.algo.querying.llm.utils.sql_utils pm4py.algo.reduction pm4py.algo.reduction.process_tree pm4py.algo.reduction.process_tree.reducer pm4py.algo.reduction.process_tree.variants pm4py.algo.reduction.process_tree.variants.tree_tr_based pm4py.algo.simulation pm4py.algo.simulation.montecarlo pm4py.algo.simulation.montecarlo.algorithm pm4py.algo.simulation.montecarlo.utils pm4py.algo.simulation.montecarlo.utils.replay pm4py.algo.simulation.montecarlo.variants pm4py.algo.simulation.montecarlo.variants.petri_semaph_fifo pm4py.algo.simulation.playout pm4py.algo.simulation.playout.declare pm4py.algo.simulation.playout.declare.algorithm pm4py.algo.simulation.playout.declare.variants pm4py.algo.simulation.playout.declare.variants.classic pm4py.algo.simulation.playout.dfg pm4py.algo.simulation.playout.dfg.algorithm pm4py.algo.simulation.playout.dfg.variants pm4py.algo.simulation.playout.dfg.variants.classic pm4py.algo.simulation.playout.dfg.variants.performance pm4py.algo.simulation.playout.oc_causal_net pm4py.algo.simulation.playout.oc_causal_net.algorithm pm4py.algo.simulation.playout.oc_causal_net.variants pm4py.algo.simulation.playout.oc_causal_net.variants.extensive pm4py.algo.simulation.playout.ocpn pm4py.algo.simulation.playout.ocpn.algorithm pm4py.algo.simulation.playout.ocpn.variants pm4py.algo.simulation.playout.ocpn.variants.extensive pm4py.algo.simulation.playout.ocpn.variants.utils pm4py.algo.simulation.playout.petri_net pm4py.algo.simulation.playout.petri_net.algorithm pm4py.algo.simulation.playout.petri_net.variants pm4py.algo.simulation.playout.petri_net.variants.basic_playout pm4py.algo.simulation.playout.petri_net.variants.extensive pm4py.algo.simulation.playout.petri_net.variants.stochastic_playout pm4py.algo.simulation.playout.process_tree pm4py.algo.simulation.playout.process_tree.algorithm pm4py.algo.simulation.playout.process_tree.variants pm4py.algo.simulation.playout.process_tree.variants.basic_playout pm4py.algo.simulation.playout.process_tree.variants.extensive pm4py.algo.simulation.playout.process_tree.variants.topbottom pm4py.algo.simulation.tree_generator pm4py.algo.simulation.tree_generator.algorithm pm4py.algo.simulation.tree_generator.variants pm4py.algo.simulation.tree_generator.variants.basic pm4py.algo.simulation.tree_generator.variants.ptandloggenerator pm4py.algo.transformation pm4py.algo.transformation.log_to_features pm4py.algo.transformation.log_to_features.algorithm pm4py.algo.transformation.log_to_features.util pm4py.algo.transformation.log_to_features.util.locally_linear_embedding pm4py.algo.transformation.log_to_features.variants pm4py.algo.transformation.log_to_features.variants.event_based pm4py.algo.transformation.log_to_features.variants.temporal pm4py.algo.transformation.log_to_features.variants.temporal_lazy pm4py.algo.transformation.log_to_features.variants.trace_based pm4py.algo.transformation.log_to_interval_tree pm4py.algo.transformation.log_to_interval_tree.algorithm pm4py.algo.transformation.log_to_interval_tree.variants pm4py.algo.transformation.log_to_interval_tree.variants.open_paths pm4py.algo.transformation.log_to_target pm4py.algo.transformation.log_to_target.algorithm pm4py.algo.transformation.log_to_target.variants pm4py.algo.transformation.log_to_target.variants.next_activity pm4py.algo.transformation.log_to_target.variants.next_time pm4py.algo.transformation.log_to_target.variants.remaining_time pm4py.algo.transformation.log_to_trie pm4py.algo.transformation.log_to_trie.algorithm pm4py.algo.transformation.ocel pm4py.algo.transformation.ocel.description pm4py.algo.transformation.ocel.description.algorithm pm4py.algo.transformation.ocel.description.variants pm4py.algo.transformation.ocel.description.variants.variant1 pm4py.algo.transformation.ocel.description.variants.variant2 pm4py.algo.transformation.ocel.features pm4py.algo.transformation.ocel.features.events pm4py.algo.transformation.ocel.features.events.algorithm pm4py.algo.transformation.ocel.features.events.event_activity pm4py.algo.transformation.ocel.features.events.event_end_ot pm4py.algo.transformation.ocel.features.events.event_num_attributes pm4py.algo.transformation.ocel.features.events.event_num_rel_objs pm4py.algo.transformation.ocel.features.events.event_num_rel_objs_type pm4py.algo.transformation.ocel.features.events.event_start_ot pm4py.algo.transformation.ocel.features.events.event_str_attributes pm4py.algo.transformation.ocel.features.events.event_timestamp pm4py.algo.transformation.ocel.features.events.new_interactions pm4py.algo.transformation.ocel.features.events.related_objects_features pm4py.algo.transformation.ocel.features.events_objects pm4py.algo.transformation.ocel.features.events_objects.algorithm pm4py.algo.transformation.ocel.features.events_objects.prefix_features pm4py.algo.transformation.ocel.features.objects pm4py.algo.transformation.ocel.features.objects.algorithm pm4py.algo.transformation.ocel.features.objects.obj_con_in_graph_features pm4py.algo.transformation.ocel.features.objects.object_cobirth_graph pm4py.algo.transformation.ocel.features.objects.object_codeath_graph pm4py.algo.transformation.ocel.features.objects.object_degree_centrality pm4py.algo.transformation.ocel.features.objects.object_general_descendants_graph pm4py.algo.transformation.ocel.features.objects.object_general_inheritance_graph pm4py.algo.transformation.ocel.features.objects.object_general_interaction_graph pm4py.algo.transformation.ocel.features.objects.object_lifecycle_activities pm4py.algo.transformation.ocel.features.objects.object_lifecycle_duration pm4py.algo.transformation.ocel.features.objects.object_lifecycle_length pm4py.algo.transformation.ocel.features.objects.object_lifecycle_paths pm4py.algo.transformation.ocel.features.objects.object_lifecycle_unq_act pm4py.algo.transformation.ocel.features.objects.object_num_attributes pm4py.algo.transformation.ocel.features.objects.object_str_attributes pm4py.algo.transformation.ocel.features.objects.object_work_in_progress pm4py.algo.transformation.ocel.features.objects.objects_interaction_graph_ot pm4py.algo.transformation.ocel.features.objects.related_activities_features pm4py.algo.transformation.ocel.features.objects.related_events_features pm4py.algo.transformation.ocel.graphs pm4py.algo.transformation.ocel.graphs.object_cobirth_graph pm4py.algo.transformation.ocel.graphs.object_codeath_graph pm4py.algo.transformation.ocel.graphs.object_descendants_graph pm4py.algo.transformation.ocel.graphs.object_inheritance_graph pm4py.algo.transformation.ocel.graphs.object_interaction_graph pm4py.algo.transformation.ocel.graphs.ocel20_computation pm4py.algo.transformation.ocel.split_ocel pm4py.algo.transformation.ocel.split_ocel.algorithm pm4py.algo.transformation.ocel.split_ocel.variants pm4py.algo.transformation.ocel.split_ocel.variants.ancestors_descendants pm4py.algo.transformation.ocel.split_ocel.variants.connected_components pm4py.algo.transformation.to_embeddings pm4py.algo.transformation.to_embeddings.algorithm pm4py.algo.transformation.to_embeddings.util pm4py.algo.transformation.to_embeddings.util.embed_sentence pm4py.algo.transformation.to_embeddings.util.similarity pm4py.algo.transformation.to_embeddings.variants pm4py.algo.transformation.to_embeddings.variants.cases_transformers pm4py.algo.transformation.to_embeddings.variants.events_transformers pm4py.analysis pm4py.cli pm4py.conformance pm4py.connectors pm4py.convert pm4py.discovery pm4py.filtering pm4py.hof pm4py.llm pm4py.meta pm4py.ml pm4py.objects pm4py.objects.bpmn pm4py.objects.bpmn.exporter pm4py.objects.bpmn.exporter.exporter pm4py.objects.bpmn.exporter.variants pm4py.objects.bpmn.exporter.variants.etree pm4py.objects.bpmn.importer pm4py.objects.bpmn.importer.importer pm4py.objects.bpmn.importer.variants pm4py.objects.bpmn.importer.variants.lxml pm4py.objects.bpmn.layout pm4py.objects.bpmn.layout.layouter pm4py.objects.bpmn.layout.variants pm4py.objects.bpmn.layout.variants.graphviz pm4py.objects.bpmn.layout.variants.graphviz_new pm4py.objects.bpmn.obj pm4py.objects.bpmn.semantics pm4py.objects.bpmn.util pm4py.objects.bpmn.util.bpmn_utils pm4py.objects.bpmn.util.label_replacing pm4py.objects.bpmn.util.reduction pm4py.objects.bpmn.util.sorting pm4py.objects.conversion pm4py.objects.conversion.bpmn pm4py.objects.conversion.bpmn.converter pm4py.objects.conversion.bpmn.variants pm4py.objects.conversion.bpmn.variants.to_petri_net pm4py.objects.conversion.dfg pm4py.objects.conversion.dfg.converter pm4py.objects.conversion.dfg.variants pm4py.objects.conversion.dfg.variants.to_petri_net_activity_defines_place pm4py.objects.conversion.dfg.variants.to_petri_net_invisibles_no_duplicates pm4py.objects.conversion.genetic_matrix pm4py.objects.conversion.genetic_matrix.converter pm4py.objects.conversion.genetic_matrix.variants pm4py.objects.conversion.genetic_matrix.variants.to_petri_net pm4py.objects.conversion.heuristics_net pm4py.objects.conversion.heuristics_net.converter pm4py.objects.conversion.heuristics_net.variants pm4py.objects.conversion.heuristics_net.variants.to_petri_net pm4py.objects.conversion.log pm4py.objects.conversion.log.constants pm4py.objects.conversion.log.converter pm4py.objects.conversion.log.variants pm4py.objects.conversion.log.variants.df_to_event_log_1v pm4py.objects.conversion.log.variants.df_to_event_log_nv pm4py.objects.conversion.log.variants.to_data_frame pm4py.objects.conversion.log.variants.to_event_log pm4py.objects.conversion.log.variants.to_event_stream pm4py.objects.conversion.log.variants.to_nx pm4py.objects.conversion.ocel pm4py.objects.conversion.ocel.converter pm4py.objects.conversion.ocel.variants pm4py.objects.conversion.ocel.variants.ocel_features_to_nx pm4py.objects.conversion.ocel.variants.ocel_to_nx pm4py.objects.conversion.powl pm4py.objects.conversion.powl.converter pm4py.objects.conversion.powl.variants pm4py.objects.conversion.powl.variants.to_petri_net pm4py.objects.conversion.powl.variants.to_process_tree pm4py.objects.conversion.process_tree pm4py.objects.conversion.process_tree.converter pm4py.objects.conversion.process_tree.variants pm4py.objects.conversion.process_tree.variants.to_bpmn pm4py.objects.conversion.process_tree.variants.to_petri_net pm4py.objects.conversion.process_tree.variants.to_petri_net_transition_bordered pm4py.objects.conversion.process_tree.variants.to_powl pm4py.objects.conversion.trie pm4py.objects.conversion.trie.converter pm4py.objects.conversion.trie.variants pm4py.objects.conversion.trie.variants.to_petri_net pm4py.objects.conversion.wf_net pm4py.objects.conversion.wf_net.converter pm4py.objects.conversion.wf_net.variants pm4py.objects.conversion.wf_net.variants.to_bpmn pm4py.objects.conversion.wf_net.variants.to_powl pm4py.objects.conversion.wf_net.variants.to_process_tree pm4py.objects.dfg pm4py.objects.dfg.exporter pm4py.objects.dfg.exporter.exporter pm4py.objects.dfg.exporter.variants pm4py.objects.dfg.exporter.variants.classic pm4py.objects.dfg.filtering pm4py.objects.dfg.filtering.dfg_filtering pm4py.objects.dfg.importer pm4py.objects.dfg.importer.importer pm4py.objects.dfg.importer.variants pm4py.objects.dfg.importer.variants.classic pm4py.objects.dfg.obj pm4py.objects.dfg.retrieval pm4py.objects.dfg.retrieval.log pm4py.objects.dfg.retrieval.pandas pm4py.objects.dfg.util pm4py.objects.dfg.utils pm4py.objects.dfg.utils.dfg_utils pm4py.objects.genetic_matrix pm4py.objects.genetic_matrix.obj pm4py.objects.heuristics_net pm4py.objects.heuristics_net.defaults pm4py.objects.heuristics_net.edge pm4py.objects.heuristics_net.node pm4py.objects.heuristics_net.obj pm4py.objects.log pm4py.objects.log.exporter pm4py.objects.log.exporter.xes pm4py.objects.log.exporter.xes.exporter pm4py.objects.log.exporter.xes.util pm4py.objects.log.exporter.xes.util.compression pm4py.objects.log.exporter.xes.variants pm4py.objects.log.exporter.xes.variants.etree_xes_exp pm4py.objects.log.exporter.xes.variants.line_by_line pm4py.objects.log.importer pm4py.objects.log.importer.xes pm4py.objects.log.importer.xes.importer pm4py.objects.log.importer.xes.variants pm4py.objects.log.importer.xes.variants.chunk_regex pm4py.objects.log.importer.xes.variants.iterparse pm4py.objects.log.importer.xes.variants.iterparse_20 pm4py.objects.log.importer.xes.variants.iterparse_mem_compressed pm4py.objects.log.importer.xes.variants.line_by_line pm4py.objects.log.importer.xes.variants.rustxes pm4py.objects.log.obj pm4py.objects.log.util pm4py.objects.log.util.activities_to_alphabet pm4py.objects.log.util.artificial pm4py.objects.log.util.basic_filter pm4py.objects.log.util.dataframe_utils pm4py.objects.log.util.df_extra_utils pm4py.objects.log.util.df_features_utils pm4py.objects.log.util.filtering_utils pm4py.objects.log.util.get_class_representation pm4py.objects.log.util.get_log_encoded pm4py.objects.log.util.get_prefixes pm4py.objects.log.util.index_attribute pm4py.objects.log.util.insert_classifier pm4py.objects.log.util.interval_lifecycle pm4py.objects.log.util.log pm4py.objects.log.util.log_regex pm4py.objects.log.util.move_attrs_to_trace pm4py.objects.log.util.pandas_log_wrapper pm4py.objects.log.util.pandas_numpy_variants pm4py.objects.log.util.pl_lazy_extra_utils pm4py.objects.log.util.pl_lazy_fea_utils pm4py.objects.log.util.sampling pm4py.objects.log.util.sorting pm4py.objects.log.util.split_train_test pm4py.objects.log.util.xes pm4py.objects.oc_causal_net pm4py.objects.oc_causal_net.converter pm4py.objects.oc_causal_net.creation pm4py.objects.oc_causal_net.creation.factory pm4py.objects.oc_causal_net.obj pm4py.objects.oc_causal_net.semantics pm4py.objects.oc_causal_net.utils pm4py.objects.oc_causal_net.utils.filters pm4py.objects.oc_causal_net.utils.occn_utils pm4py.objects.oc_causal_net.variants pm4py.objects.oc_causal_net.variants.to_ocpn pm4py.objects.ocel pm4py.objects.ocel.constants pm4py.objects.ocel.exporter pm4py.objects.ocel.exporter.csv pm4py.objects.ocel.exporter.csv.exporter pm4py.objects.ocel.exporter.csv.variants pm4py.objects.ocel.exporter.csv.variants.pandas pm4py.objects.ocel.exporter.jsonocel pm4py.objects.ocel.exporter.jsonocel.exporter pm4py.objects.ocel.exporter.jsonocel.variants pm4py.objects.ocel.exporter.jsonocel.variants.classic pm4py.objects.ocel.exporter.jsonocel.variants.ocel20 pm4py.objects.ocel.exporter.jsonocel.variants.ocel20_standard pm4py.objects.ocel.exporter.sqlite pm4py.objects.ocel.exporter.sqlite.exporter pm4py.objects.ocel.exporter.sqlite.variants pm4py.objects.ocel.exporter.sqlite.variants.ocel20 pm4py.objects.ocel.exporter.sqlite.variants.pandas_exporter pm4py.objects.ocel.exporter.util pm4py.objects.ocel.exporter.util.clean_dataframes pm4py.objects.ocel.exporter.xmlocel pm4py.objects.ocel.exporter.xmlocel.exporter pm4py.objects.ocel.exporter.xmlocel.variants pm4py.objects.ocel.exporter.xmlocel.variants.classic pm4py.objects.ocel.exporter.xmlocel.variants.ocel20 pm4py.objects.ocel.importer pm4py.objects.ocel.importer.csv pm4py.objects.ocel.importer.csv.importer pm4py.objects.ocel.importer.csv.variants pm4py.objects.ocel.importer.csv.variants.pandas pm4py.objects.ocel.importer.jsonocel pm4py.objects.ocel.importer.jsonocel.importer pm4py.objects.ocel.importer.jsonocel.variants pm4py.objects.ocel.importer.jsonocel.variants.classic pm4py.objects.ocel.importer.jsonocel.variants.ocel20_rustxes pm4py.objects.ocel.importer.jsonocel.variants.ocel20_standard pm4py.objects.ocel.importer.sqlite pm4py.objects.ocel.importer.sqlite.importer pm4py.objects.ocel.importer.sqlite.variants pm4py.objects.ocel.importer.sqlite.variants.ocel20 pm4py.objects.ocel.importer.sqlite.variants.pandas_importer pm4py.objects.ocel.importer.xmlocel pm4py.objects.ocel.importer.xmlocel.importer pm4py.objects.ocel.importer.xmlocel.variants pm4py.objects.ocel.importer.xmlocel.variants.classic pm4py.objects.ocel.importer.xmlocel.variants.ocel20 pm4py.objects.ocel.importer.xmlocel.variants.ocel20_rustxes pm4py.objects.ocel.obj pm4py.objects.ocel.util pm4py.objects.ocel.util.attributes_names pm4py.objects.ocel.util.attributes_per_type pm4py.objects.ocel.util.convergence_divergence_diagnostics pm4py.objects.ocel.util.e2o_qualification pm4py.objects.ocel.util.ev_att_to_obj_type pm4py.objects.ocel.util.event_prefix_suffix_per_obj pm4py.objects.ocel.util.events_per_object_type pm4py.objects.ocel.util.events_per_type_per_activity pm4py.objects.ocel.util.explode pm4py.objects.ocel.util.extended_table pm4py.objects.ocel.util.filtering_utils pm4py.objects.ocel.util.flattening pm4py.objects.ocel.util.log_ocel pm4py.objects.ocel.util.names_stripping pm4py.objects.ocel.util.objects_per_type_per_activity pm4py.objects.ocel.util.ocel_consistency pm4py.objects.ocel.util.ocel_iterator pm4py.objects.ocel.util.ocel_to_dict_types_rel pm4py.objects.ocel.util.ocel_type_renaming pm4py.objects.ocel.util.parent_children_ref pm4py.objects.ocel.util.related_events pm4py.objects.ocel.util.related_objects pm4py.objects.ocel.util.rename_objs_ot_tim_lex pm4py.objects.ocel.util.sampling pm4py.objects.ocel.validation pm4py.objects.ocel.validation.jsonocel pm4py.objects.ocel.validation.ocel20_rel_validation pm4py.objects.ocel.validation.xmlocel pm4py.objects.ocpn pm4py.objects.ocpn.converter pm4py.objects.ocpn.factory pm4py.objects.ocpn.obj pm4py.objects.ocpn.semantics pm4py.objects.ocpn.utils pm4py.objects.ocpn.utils.ocpn_utils pm4py.objects.ocpn.variants pm4py.objects.ocpn.variants.to_alternative_format pm4py.objects.ocpn.variants.to_oc_causal_net pm4py.objects.org pm4py.objects.org.roles pm4py.objects.org.roles.obj pm4py.objects.org.sna pm4py.objects.org.sna.obj pm4py.objects.petri_net pm4py.objects.petri_net.data_petri_nets pm4py.objects.petri_net.data_petri_nets.data_marking pm4py.objects.petri_net.data_petri_nets.semantics pm4py.objects.petri_net.exporter pm4py.objects.petri_net.exporter.exporter pm4py.objects.petri_net.exporter.variants pm4py.objects.petri_net.exporter.variants.pnml pm4py.objects.petri_net.importer pm4py.objects.petri_net.importer.importer pm4py.objects.petri_net.importer.variants pm4py.objects.petri_net.importer.variants.pnml pm4py.objects.petri_net.inhibitor_reset pm4py.objects.petri_net.inhibitor_reset.semantics pm4py.objects.petri_net.obj pm4py.objects.petri_net.properties pm4py.objects.petri_net.saw_net pm4py.objects.petri_net.saw_net.convert pm4py.objects.petri_net.saw_net.obj pm4py.objects.petri_net.saw_net.semantics pm4py.objects.petri_net.sem_interface pm4py.objects.petri_net.semantics pm4py.objects.petri_net.stochastic pm4py.objects.petri_net.stochastic.obj pm4py.objects.petri_net.stochastic.semantics pm4py.objects.petri_net.utils pm4py.objects.petri_net.utils.align_utils pm4py.objects.petri_net.utils.check_soundness pm4py.objects.petri_net.utils.consumption_matrix pm4py.objects.petri_net.utils.decomposition pm4py.objects.petri_net.utils.embed_stochastic_map pm4py.objects.petri_net.utils.embeddings_similarity pm4py.objects.petri_net.utils.explore_path pm4py.objects.petri_net.utils.final_marking pm4py.objects.petri_net.utils.incidence_matrix pm4py.objects.petri_net.utils.initial_marking pm4py.objects.petri_net.utils.label_replacing pm4py.objects.petri_net.utils.murata pm4py.objects.petri_net.utils.networkx_graph pm4py.objects.petri_net.utils.obj_marking pm4py.objects.petri_net.utils.performance_map pm4py.objects.petri_net.utils.petri_utils pm4py.objects.petri_net.utils.projection pm4py.objects.petri_net.utils.reachability_graph pm4py.objects.petri_net.utils.reduction pm4py.objects.petri_net.utils.synchronous_product pm4py.objects.powl pm4py.objects.powl.BinaryRelation pm4py.objects.powl.constants pm4py.objects.powl.obj pm4py.objects.powl.parser pm4py.objects.powl.utils pm4py.objects.powl.utils.label_replacing pm4py.objects.process_tree pm4py.objects.process_tree.exporter pm4py.objects.process_tree.exporter.exporter pm4py.objects.process_tree.exporter.variants pm4py.objects.process_tree.exporter.variants.ptml pm4py.objects.process_tree.importer pm4py.objects.process_tree.importer.importer pm4py.objects.process_tree.importer.variants pm4py.objects.process_tree.importer.variants.ptml pm4py.objects.process_tree.obj pm4py.objects.process_tree.semantics pm4py.objects.process_tree.state pm4py.objects.process_tree.utils pm4py.objects.process_tree.utils.bottomup pm4py.objects.process_tree.utils.generic pm4py.objects.process_tree.utils.label_replacing pm4py.objects.process_tree.utils.regex pm4py.objects.process_tree.utils.struct_similarity pm4py.objects.random_variables pm4py.objects.random_variables.basic_structure pm4py.objects.random_variables.constant0 pm4py.objects.random_variables.constant0.random_variable pm4py.objects.random_variables.deterministic pm4py.objects.random_variables.deterministic.random_variable pm4py.objects.random_variables.exponential pm4py.objects.random_variables.exponential.random_variable pm4py.objects.random_variables.gamma pm4py.objects.random_variables.gamma.random_variable pm4py.objects.random_variables.lognormal pm4py.objects.random_variables.lognormal.random_variable pm4py.objects.random_variables.normal pm4py.objects.random_variables.normal.random_variable pm4py.objects.random_variables.random_variable pm4py.objects.random_variables.uniform pm4py.objects.random_variables.uniform.random_variable pm4py.objects.stochastic_petri pm4py.objects.stochastic_petri.ctmc pm4py.objects.stochastic_petri.tangible_reachability pm4py.objects.stochastic_petri.utils pm4py.objects.transition_system pm4py.objects.transition_system.constants pm4py.objects.transition_system.obj pm4py.objects.transition_system.utils pm4py.objects.trie pm4py.objects.trie.obj pm4py.ocel pm4py.org pm4py.privacy pm4py.read pm4py.sim pm4py.statistics pm4py.statistics.attributes pm4py.statistics.attributes.common pm4py.statistics.attributes.common.get pm4py.statistics.attributes.log pm4py.statistics.attributes.log.get pm4py.statistics.attributes.log.select pm4py.statistics.attributes.pandas pm4py.statistics.attributes.pandas.get pm4py.statistics.attributes.polars pm4py.statistics.attributes.polars.get pm4py.statistics.chaotic_activities pm4py.statistics.chaotic_activities.algorithm pm4py.statistics.chaotic_activities.variants pm4py.statistics.chaotic_activities.variants.niek_sidorova pm4py.statistics.concurrent_activities pm4py.statistics.concurrent_activities.log pm4py.statistics.concurrent_activities.log.get pm4py.statistics.concurrent_activities.pandas pm4py.statistics.concurrent_activities.pandas.get pm4py.statistics.concurrent_activities.polars pm4py.statistics.concurrent_activities.polars.get pm4py.statistics.end_activities pm4py.statistics.end_activities.common pm4py.statistics.end_activities.common.get pm4py.statistics.end_activities.log pm4py.statistics.end_activities.log.get pm4py.statistics.end_activities.pandas pm4py.statistics.end_activities.pandas.get pm4py.statistics.end_activities.polars pm4py.statistics.end_activities.polars.get pm4py.statistics.eventually_follows pm4py.statistics.eventually_follows.log pm4py.statistics.eventually_follows.log.get pm4py.statistics.eventually_follows.pandas pm4py.statistics.eventually_follows.pandas.get pm4py.statistics.eventually_follows.polars pm4py.statistics.eventually_follows.polars.get pm4py.statistics.eventually_follows.uvcl pm4py.statistics.eventually_follows.uvcl.get pm4py.statistics.ocel pm4py.statistics.ocel.act_ot_dependent pm4py.statistics.ocel.act_utils pm4py.statistics.ocel.edge_metrics pm4py.statistics.ocel.objects_ot_count pm4py.statistics.ocel.ot_activities pm4py.statistics.overlap pm4py.statistics.overlap.cases pm4py.statistics.overlap.cases.log pm4py.statistics.overlap.cases.log.get pm4py.statistics.overlap.cases.pandas pm4py.statistics.overlap.cases.pandas.get pm4py.statistics.overlap.cases.polars pm4py.statistics.overlap.cases.polars.get pm4py.statistics.overlap.interval_events pm4py.statistics.overlap.interval_events.log pm4py.statistics.overlap.interval_events.log.get pm4py.statistics.overlap.interval_events.pandas pm4py.statistics.overlap.interval_events.pandas.get pm4py.statistics.overlap.interval_events.polars pm4py.statistics.overlap.interval_events.polars.get pm4py.statistics.overlap.utils pm4py.statistics.overlap.utils.compute pm4py.statistics.passed_time pm4py.statistics.passed_time.log pm4py.statistics.passed_time.log.algorithm pm4py.statistics.passed_time.log.variants pm4py.statistics.passed_time.log.variants.post pm4py.statistics.passed_time.log.variants.pre pm4py.statistics.passed_time.log.variants.prepost pm4py.statistics.passed_time.pandas pm4py.statistics.passed_time.pandas.algorithm pm4py.statistics.passed_time.pandas.variants pm4py.statistics.passed_time.pandas.variants.post pm4py.statistics.passed_time.pandas.variants.pre pm4py.statistics.passed_time.pandas.variants.prepost pm4py.statistics.passed_time.polars pm4py.statistics.passed_time.polars.algorithm pm4py.statistics.passed_time.polars.variants pm4py.statistics.passed_time.polars.variants.post pm4py.statistics.passed_time.polars.variants.pre pm4py.statistics.passed_time.polars.variants.prepost pm4py.statistics.process_cube pm4py.statistics.process_cube.algorithm pm4py.statistics.process_cube.pandas pm4py.statistics.process_cube.pandas.algorithm pm4py.statistics.process_cube.pandas.variants pm4py.statistics.process_cube.pandas.variants.classic pm4py.statistics.process_cube.variants pm4py.statistics.process_cube.variants.classic pm4py.statistics.rework pm4py.statistics.rework.cases pm4py.statistics.rework.cases.log pm4py.statistics.rework.cases.log.get pm4py.statistics.rework.cases.pandas pm4py.statistics.rework.cases.pandas.get pm4py.statistics.rework.cases.polars pm4py.statistics.rework.cases.polars.get pm4py.statistics.rework.log pm4py.statistics.rework.log.get pm4py.statistics.rework.pandas pm4py.statistics.rework.pandas.get pm4py.statistics.rework.polars pm4py.statistics.rework.polars.get pm4py.statistics.service_time pm4py.statistics.service_time.log pm4py.statistics.service_time.log.get pm4py.statistics.service_time.pandas pm4py.statistics.service_time.pandas.get pm4py.statistics.service_time.polars pm4py.statistics.service_time.polars.get pm4py.statistics.sojourn_time pm4py.statistics.start_activities pm4py.statistics.start_activities.common pm4py.statistics.start_activities.common.get pm4py.statistics.start_activities.log pm4py.statistics.start_activities.log.get pm4py.statistics.start_activities.pandas pm4py.statistics.start_activities.pandas.get pm4py.statistics.start_activities.polars pm4py.statistics.start_activities.polars.get pm4py.statistics.traces pm4py.statistics.traces.cycle_time pm4py.statistics.traces.cycle_time.log pm4py.statistics.traces.cycle_time.log.get pm4py.statistics.traces.cycle_time.pandas pm4py.statistics.traces.cycle_time.pandas.get pm4py.statistics.traces.cycle_time.polars pm4py.statistics.traces.cycle_time.polars.get pm4py.statistics.traces.cycle_time.util pm4py.statistics.traces.cycle_time.util.compute pm4py.statistics.traces.generic pm4py.statistics.traces.generic.common pm4py.statistics.traces.generic.common.case_duration pm4py.statistics.traces.generic.log pm4py.statistics.traces.generic.log.case_arrival pm4py.statistics.traces.generic.log.case_statistics pm4py.statistics.traces.generic.pandas pm4py.statistics.traces.generic.pandas.case_arrival pm4py.statistics.traces.generic.pandas.case_statistics pm4py.statistics.traces.generic.polars pm4py.statistics.traces.generic.polars.case_arrival pm4py.statistics.traces.generic.polars.case_statistics pm4py.statistics.util pm4py.statistics.util.times_bipartite_matching pm4py.statistics.variants pm4py.statistics.variants.log pm4py.statistics.variants.log.get pm4py.statistics.variants.pandas pm4py.statistics.variants.pandas.get pm4py.statistics.variants.polars pm4py.statistics.variants.polars.get pm4py.stats pm4py.streaming pm4py.streaming.algo pm4py.streaming.algo.conformance pm4py.streaming.algo.conformance.declare pm4py.streaming.algo.conformance.declare.algorithm pm4py.streaming.algo.conformance.declare.variants pm4py.streaming.algo.conformance.declare.variants.automata pm4py.streaming.algo.conformance.footprints pm4py.streaming.algo.conformance.footprints.algorithm pm4py.streaming.algo.conformance.footprints.variants pm4py.streaming.algo.conformance.footprints.variants.classic pm4py.streaming.algo.conformance.tbr pm4py.streaming.algo.conformance.tbr.algorithm pm4py.streaming.algo.conformance.tbr.variants pm4py.streaming.algo.conformance.tbr.variants.classic pm4py.streaming.algo.conformance.temporal pm4py.streaming.algo.conformance.temporal.algorithm pm4py.streaming.algo.conformance.temporal.variants pm4py.streaming.algo.conformance.temporal.variants.classic pm4py.streaming.algo.discovery pm4py.streaming.algo.discovery.dfg pm4py.streaming.algo.discovery.dfg.algorithm pm4py.streaming.algo.discovery.dfg.variants pm4py.streaming.algo.discovery.dfg.variants.frequency pm4py.streaming.algo.interface pm4py.streaming.connectors pm4py.streaming.connectors.windows pm4py.streaming.connectors.windows.click_key_logger pm4py.streaming.conversion pm4py.streaming.conversion.from_pandas pm4py.streaming.conversion.ocel_flatts_distributor pm4py.streaming.importer pm4py.streaming.importer.csv pm4py.streaming.importer.csv.importer pm4py.streaming.importer.csv.variants pm4py.streaming.importer.csv.variants.csv_event_stream pm4py.streaming.importer.xes pm4py.streaming.importer.xes.importer pm4py.streaming.importer.xes.variants pm4py.streaming.importer.xes.variants.xes_event_stream pm4py.streaming.importer.xes.variants.xes_trace_stream pm4py.streaming.stream pm4py.streaming.stream.live_event_stream pm4py.streaming.stream.live_trace_stream pm4py.streaming.util pm4py.streaming.util.dictio pm4py.streaming.util.dictio.generator pm4py.streaming.util.dictio.versions pm4py.streaming.util.dictio.versions.classic pm4py.streaming.util.dictio.versions.redis pm4py.streaming.util.dictio.versions.thread_safe pm4py.streaming.util.event_stream_printer pm4py.streaming.util.live_to_static_stream pm4py.streaming.util.trace_stream_printer pm4py.util pm4py.util.business_hours pm4py.util.colors pm4py.util.compression pm4py.util.compression.dtypes pm4py.util.compression.util pm4py.util.constants pm4py.util.deprecation pm4py.util.dt_parsing pm4py.util.dt_parsing.parser pm4py.util.dt_parsing.variants pm4py.util.dt_parsing.variants.cs8601 pm4py.util.dt_parsing.variants.dummy pm4py.util.dt_parsing.variants.strpfromiso pm4py.util.exec_utils pm4py.util.hie_utils pm4py.util.intervaltree pm4py.util.labels_similarity pm4py.util.lp pm4py.util.lp.solver pm4py.util.lp.util pm4py.util.lp.variants pm4py.util.lp.variants.cvxopt_solver pm4py.util.lp.variants.cvxopt_solver_custom_align pm4py.util.lp.variants.cvxopt_solver_custom_align_ilp pm4py.util.lp.variants.pulp_solver pm4py.util.lp.variants.scipy_solver pm4py.util.ml_utils pm4py.util.nx_utils pm4py.util.pandas_utils pm4py.util.points_subset pm4py.util.prefixspan pm4py.util.regex pm4py.util.rustxes_utils pm4py.util.string_distance pm4py.util.thread_utils pm4py.util.typing pm4py.util.variants_util pm4py.util.vis_utils pm4py.util.xes_constants pm4py.utils pm4py.vis pm4py.visualization pm4py.visualization.align_table pm4py.visualization.align_table.variants pm4py.visualization.align_table.variants.classic pm4py.visualization.align_table.visualizer pm4py.visualization.bpmn pm4py.visualization.bpmn.util pm4py.visualization.bpmn.variants pm4py.visualization.bpmn.variants.bpmnio_auto_layout pm4py.visualization.bpmn.variants.classic pm4py.visualization.bpmn.variants.dagrejs pm4py.visualization.bpmn.visualizer pm4py.visualization.common pm4py.visualization.common.dot_util pm4py.visualization.common.gview pm4py.visualization.common.html pm4py.visualization.common.save pm4py.visualization.common.svg_pos_parser pm4py.visualization.common.utils pm4py.visualization.common.visualizer pm4py.visualization.decisiontree pm4py.visualization.decisiontree.util pm4py.visualization.decisiontree.util.dt_to_string pm4py.visualization.decisiontree.variants pm4py.visualization.decisiontree.variants.classic pm4py.visualization.decisiontree.visualizer pm4py.visualization.dfg pm4py.visualization.dfg.util pm4py.visualization.dfg.util.dfg_gviz pm4py.visualization.dfg.variants pm4py.visualization.dfg.variants.cost pm4py.visualization.dfg.variants.frequency pm4py.visualization.dfg.variants.performance pm4py.visualization.dfg.variants.timeline pm4py.visualization.dfg.visualizer pm4py.visualization.dotted_chart pm4py.visualization.dotted_chart.variants pm4py.visualization.dotted_chart.variants.classic pm4py.visualization.dotted_chart.visualizer pm4py.visualization.footprints pm4py.visualization.footprints.variants pm4py.visualization.footprints.variants.comparison pm4py.visualization.footprints.variants.comparison_symmetric pm4py.visualization.footprints.variants.single pm4py.visualization.footprints.visualizer pm4py.visualization.graphs pm4py.visualization.graphs.util pm4py.visualization.graphs.util.common pm4py.visualization.graphs.variants pm4py.visualization.graphs.variants.attributes pm4py.visualization.graphs.variants.barplot pm4py.visualization.graphs.variants.cases pm4py.visualization.graphs.variants.dates pm4py.visualization.graphs.visualizer pm4py.visualization.heuristics_net pm4py.visualization.heuristics_net.variants pm4py.visualization.heuristics_net.variants.pydotplus_vis pm4py.visualization.heuristics_net.visualizer pm4py.visualization.network_analysis pm4py.visualization.network_analysis.variants pm4py.visualization.network_analysis.variants.frequency pm4py.visualization.network_analysis.variants.performance pm4py.visualization.network_analysis.visualizer pm4py.visualization.networkx pm4py.visualization.networkx.variants pm4py.visualization.networkx.variants.digraph pm4py.visualization.networkx.visualizer pm4py.visualization.ocel pm4py.visualization.ocel.eve_to_obj_types pm4py.visualization.ocel.eve_to_obj_types.variants pm4py.visualization.ocel.eve_to_obj_types.variants.graphviz pm4py.visualization.ocel.eve_to_obj_types.visualizer pm4py.visualization.ocel.interleavings pm4py.visualization.ocel.interleavings.variants pm4py.visualization.ocel.interleavings.variants.graphviz pm4py.visualization.ocel.interleavings.visualizer pm4py.visualization.ocel.object_graph pm4py.visualization.ocel.object_graph.variants pm4py.visualization.ocel.object_graph.variants.graphviz pm4py.visualization.ocel.object_graph.visualizer pm4py.visualization.ocel.ocdfg pm4py.visualization.ocel.ocdfg.util pm4py.visualization.ocel.ocdfg.variants pm4py.visualization.ocel.ocdfg.variants.classic pm4py.visualization.ocel.ocdfg.variants.elkjs pm4py.visualization.ocel.ocdfg.visualizer pm4py.visualization.ocel.ocpn pm4py.visualization.ocel.ocpn.variants pm4py.visualization.ocel.ocpn.variants.brachmann pm4py.visualization.ocel.ocpn.variants.wo_decoration pm4py.visualization.ocel.ocpn.visualizer pm4py.visualization.performance_spectrum pm4py.visualization.performance_spectrum.variants pm4py.visualization.performance_spectrum.variants.neato pm4py.visualization.performance_spectrum.visualizer pm4py.visualization.petri_net pm4py.visualization.petri_net.common pm4py.visualization.petri_net.common.visualize pm4py.visualization.petri_net.util pm4py.visualization.petri_net.util.alignments_decoration pm4py.visualization.petri_net.util.performance_map pm4py.visualization.petri_net.util.vis_trans_shortest_paths pm4py.visualization.petri_net.variants pm4py.visualization.petri_net.variants.alignments pm4py.visualization.petri_net.variants.greedy_decoration_frequency pm4py.visualization.petri_net.variants.greedy_decoration_performance pm4py.visualization.petri_net.variants.token_decoration_frequency pm4py.visualization.petri_net.variants.token_decoration_performance pm4py.visualization.petri_net.variants.wo_decoration pm4py.visualization.petri_net.visualizer pm4py.visualization.powl pm4py.visualization.powl.variants pm4py.visualization.powl.variants.basic pm4py.visualization.powl.variants.icons pm4py.visualization.powl.variants.net pm4py.visualization.powl.visualizer pm4py.visualization.process_tree pm4py.visualization.process_tree.variants pm4py.visualization.process_tree.variants.frequency_annotation pm4py.visualization.process_tree.variants.symbolic pm4py.visualization.process_tree.variants.wo_decoration pm4py.visualization.process_tree.visualizer pm4py.visualization.sna pm4py.visualization.sna.variants pm4py.visualization.sna.variants.networkx pm4py.visualization.sna.variants.pyvis pm4py.visualization.sna.visualizer pm4py.visualization.transition_system pm4py.visualization.transition_system.util pm4py.visualization.transition_system.util.visualize_graphviz pm4py.visualization.transition_system.variants pm4py.visualization.transition_system.variants.trans_frequency pm4py.visualization.transition_system.variants.view_based pm4py.visualization.transition_system.visualizer pm4py.visualization.trie pm4py.visualization.trie.variants pm4py.visualization.trie.variants.classic pm4py.visualization.trie.visualizer pm4py.visualization.variants_duration pm4py.visualization.variants_duration.variants pm4py.visualization.variants_duration.variants.classic pm4py.visualization.variants_duration.visualizer pm4py.write

MULTI_PROCESSING_LOWER_BOUND (pm4py.algo.discovery.inductive.fall_through.activity_concurrent.ActivityConcurrentUVCL attribute) MultiDiGraph() (in module pm4py.util.nx_utils) MultiGraph() (in module pm4py.util.nx_utils) MULTIPROCESSING (pm4py.algo.discovery.inductive.fall_through.activity_concurrent.Parameters attribute) (pm4py.algo.discovery.inductive.variants.abc.Parameters attribute) (pm4py.algo.evaluation.precision.variants.align_etconformance.Parameters attribute) (pm4py.algo.evaluation.precision.variants.automaton_after_align.Parameters attribute) (pm4py.algo.evaluation.precision.variants.etconformance_token.Parameters attribute) (pm4py.algo.evaluation.replay_fitness.variants.alignment_based.Parameters attribute) (pm4py.algo.evaluation.replay_fitness.variants.token_replay.Parameters attribute) multitasking() (in module pm4py.algo.organizational_mining.resource_profiles.algorithm) (in module pm4py.algo.organizational_mining.resource_profiles.variants.log) (in module pm4py.algo.organizational_mining.resource_profiles.variants.pandas) mutate() (in module pm4py.algo.discovery.genetic.variants.classic) MUTATION_RATE (pm4py.algo.discovery.genetic.algorithm.Parameters attribute)

N

N (pm4py.algo.organizational_mining.sna.variants.log.subcontracting.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.pandas.subcontracting.Parameters attribute) N_DIV_DATES (pm4py.visualization.performance_spectrum.variants.neato.Parameters attribute) N_TRACES (pm4py.algo.simulation.playout.declare.variants.classic.Parameters attribute) name (pm4py.objects.bpmn.obj.BPMN.BPMNNode property) (pm4py.objects.log.obj.XESExtension property) (pm4py.objects.petri_net.obj.PetriNet property) (pm4py.objects.petri_net.obj.PetriNet.Place property) (pm4py.objects.petri_net.obj.PetriNet.Transition property) (pm4py.objects.transition_system.obj.TransitionSystem property) (pm4py.objects.transition_system.obj.TransitionSystem.State property) (pm4py.objects.transition_system.obj.TransitionSystem.Transition property) NATIVE (pm4py.algo.discovery.dfg.algorithm.Variants attribute) native() (in module pm4py.algo.discovery.dfg.variants.native) NEATO (pm4py.visualization.performance_spectrum.visualizer.Variants attribute) negate() (in module pm4py.objects.dfg.utils.dfg_utils) neo4j_download() (in module pm4py.util.nx_utils) neo4j_upload() (in module pm4py.util.nx_utils) NET (pm4py.visualization.powl.visualizer.POWLVisualizationVariants attribute) NETWORKX (pm4py.visualization.sna.visualizer.Variants attribute) NEVER_TOGETHER (pm4py.algo.conformance.log_skeleton.variants.classic.DiscoveryOutputs attribute) (pm4py.algo.discovery.log_skeleton.variants.classic.Outputs attribute) never_together() (in module pm4py.algo.discovery.log_skeleton.variants.classic) NEXT_ACTIVITY (pm4py.algo.transformation.log_to_target.algorithm.Variants attribute) NEXT_TIME (pm4py.algo.transformation.log_to_target.algorithm.Variants attribute) NIEK_SIDOROVA (pm4py.statistics.chaotic_activities.algorithm.Variants attribute) nlp_to_log_filter() (in module pm4py.llm) nlp_to_log_query() (in module pm4py.llm) NO_CONSTR_TOTAL (pm4py.algo.conformance.log_skeleton.variants.classic.Outputs attribute) NO_DEV_TOTAL (pm4py.algo.conformance.log_skeleton.variants.classic.Outputs attribute) NO_MODELS (pm4py.algo.simulation.tree_generator.variants.ptandloggenerator.Parameters attribute) NO_TRACES (pm4py.algo.simulation.playout.petri_net.variants.basic_playout.Parameters attribute) (pm4py.algo.simulation.playout.petri_net.variants.stochastic_playout.Parameters attribute) (pm4py.algo.simulation.playout.process_tree.variants.basic_playout.Parameters attribute) (pm4py.algo.simulation.playout.process_tree.variants.topbottom.Parameters attribute)

NoConceptNameException Node (class in pm4py.objects.heuristics_net.node) NODE_COLUMN_SOURCE (pm4py.algo.organizational_mining.network_analysis.variants.dataframe.Parameters attribute) NODE_COLUMN_TARGET (pm4py.algo.organizational_mining.network_analysis.variants.dataframe.Parameters attribute) NODE_HEIGHT (pm4py.visualization.variants_duration.variants.classic.Parameters attribute) NODE_WIDTH (pm4py.visualization.variants_duration.variants.classic.Parameters attribute) nodes (pm4py.objects.powl.BinaryRelation.BinaryRelation property) NOISE_THRESHOLD (pm4py.algo.conformance.log_skeleton.variants.classic.Parameters attribute) (pm4py.algo.discovery.inductive.variants.imf.IMFParameters attribute) (pm4py.algo.discovery.log_skeleton.variants.classic.Parameters attribute) nonchainsuccession_template() (in module pm4py.algo.discovery.declare.variants.classic) noncoexistence_template() (in module pm4py.algo.discovery.declare.variants.classic) nonsuccession_template() (in module pm4py.algo.discovery.declare.variants.classic) Normal (class in pm4py.objects.random_variables.normal.random_variable) normalize_role() (in module pm4py.algo.organizational_mining.roles.common.algorithm) normalize_value() (in module pm4py.objects.ocel.exporter.util.clean_dataframes) normalized_levensthein() (in module pm4py.algo.evaluation.earth_mover_distance.variants.pyemd) NOT_WELL_HANDLED_PAIRS (pm4py.algo.analysis.woflan.algorithm.Outputs attribute) nullspace() (in module pm4py.objects.stochastic_petri.ctmc) NUM_CASES_PROPERTY (pm4py.algo.conformance.alignments.process_tree.util.search_graph_pt_frequency_annotation.Parameters attribute) (pm4py.visualization.process_tree.variants.frequency_annotation.Parameters attribute) NUM_ENTITIES (pm4py.objects.ocel.util.sampling.Parameters attribute) NUM_EVENT_ATTRIBUTES (pm4py.algo.transformation.log_to_features.variants.event_based.Parameters attribute) (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) NUM_EVENTS_PROPERTY (pm4py.algo.conformance.alignments.process_tree.util.search_graph_pt_frequency_annotation.Parameters attribute) (pm4py.visualization.process_tree.variants.frequency_annotation.Parameters attribute) NUM_PERMUTATIONS (pm4py.algo.concept_drift.variants.bose.Parameters attribute) NUM_TRACE_ATTRIBUTES (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) NUM_TRACES (pm4py.algo.simulation.playout.dfg.variants.performance.Parameters attribute) NUMERIC_ATTRIBUTES (pm4py.algo.conformance.tokenreplay.diagnostics.root_cause_analysis.Parameters attribute) nx_to_event_log() (in module pm4py.util.nx_utils) nx_to_ocel() (in module pm4py.util.nx_utils)

O

OBJECT_ATTRACTION (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) OBJECT_ATTRACTION_RANGE_MAX (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) OBJECT_ATTRACTION_RANGE_MIN (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) OBJECT_CENTRALITY (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) OBJECT_ID (pm4py.algo.filtering.ocel.objects_ot_count.Parameters attribute) (pm4py.algo.filtering.ocel.ot_endpoints.Parameters attribute) (pm4py.algo.simulation.playout.oc_causal_net.variants.extensive.Parameters attribute) (pm4py.algo.simulation.playout.ocpn.variants.extensive.Parameters attribute) (pm4py.algo.simulation.playout.ocpn.variants.utils.Parameters attribute) (pm4py.objects.ocel.exporter.jsonocel.variants.classic.Parameters attribute) (pm4py.objects.ocel.exporter.jsonocel.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.exporter.xmlocel.variants.classic.Parameters attribute) (pm4py.objects.ocel.exporter.xmlocel.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.importer.jsonocel.variants.classic.Parameters attribute) (pm4py.objects.ocel.importer.sqlite.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.importer.xmlocel.variants.classic.Parameters attribute) (pm4py.objects.ocel.importer.xmlocel.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.obj.Parameters attribute) (pm4py.objects.ocel.util.ev_att_to_obj_type.Parameters attribute) (pm4py.objects.ocel.util.events_per_type_per_activity.Parameters attribute) (pm4py.objects.ocel.util.extended_table.Parameters attribute) (pm4py.objects.ocel.util.filtering_utils.Parameters attribute) (pm4py.objects.ocel.util.objects_per_type_per_activity.Parameters attribute) (pm4py.objects.ocel.util.sampling.Parameters attribute) (pm4py.statistics.ocel.act_utils.Parameters attribute) (pm4py.statistics.ocel.edge_metrics.Parameters attribute) (pm4py.statistics.ocel.objects_ot_count.Parameters attribute) OBJECT_NUM_ATTRIBUTES (pm4py.algo.transformation.ocel.features.objects.object_num_attributes.Parameters attribute) OBJECT_STR_ATTRIBUTES (pm4py.algo.transformation.ocel.features.objects.object_str_attributes.Parameters attribute) OBJECT_TYPE (pm4py.algo.discovery.ocel.ocdfg.variants.classic.Parameters attribute) (pm4py.algo.discovery.ocel.ocpn.variants.classic.Parameters attribute) (pm4py.algo.discovery.ocel.saw_nets.variants.classic.Parameters attribute) (pm4py.algo.filtering.ocel.activity_type_matching.Parameters attribute) (pm4py.algo.filtering.ocel.objects_ot_count.Parameters attribute) (pm4py.algo.filtering.ocel.ot_endpoints.Parameters attribute) (pm4py.algo.simulation.playout.oc_causal_net.variants.extensive.Parameters attribute) (pm4py.algo.simulation.playout.ocpn.variants.extensive.Parameters attribute) (pm4py.algo.simulation.playout.ocpn.variants.utils.Parameters attribute) (pm4py.algo.transformation.ocel.split_ocel.variants.ancestors_descendants.Parameters attribute) object_type (pm4py.objects.oc_causal_net.obj.OCCausalNet.Marker property) OBJECT_TYPE (pm4py.objects.ocel.exporter.jsonocel.variants.classic.Parameters attribute) (pm4py.objects.ocel.exporter.jsonocel.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.exporter.xmlocel.variants.classic.Parameters attribute) (pm4py.objects.ocel.exporter.xmlocel.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.importer.jsonocel.variants.classic.Parameters attribute) (pm4py.objects.ocel.importer.sqlite.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.importer.xmlocel.variants.classic.Parameters attribute) (pm4py.objects.ocel.importer.xmlocel.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.obj.Parameters attribute) (pm4py.objects.ocel.util.attributes_per_type.Parameters attribute) (pm4py.objects.ocel.util.ev_att_to_obj_type.Parameters attribute) (pm4py.objects.ocel.util.events_per_object_type.Parameters attribute) (pm4py.objects.ocel.util.events_per_type_per_activity.Parameters attribute) (pm4py.objects.ocel.util.extended_table.Parameters attribute) (pm4py.objects.ocel.util.filtering_utils.Parameters attribute) (pm4py.objects.ocel.util.objects_per_type_per_activity.Parameters attribute) object_type (pm4py.objects.ocpn.obj.OCPetriNet.Arc property) (pm4py.objects.ocpn.obj.OCPetriNet.Place property) OBJECT_TYPE (pm4py.statistics.ocel.act_ot_dependent.Parameters attribute) (pm4py.statistics.ocel.edge_metrics.Parameters attribute) (pm4py.statistics.ocel.objects_ot_count.Parameters attribute) (pm4py.statistics.ocel.ot_activities.Parameters attribute) OBJECT_TYPE_PREFIX (pm4py.objects.ocel.util.extended_table.Parameters attribute) object_types (pm4py.objects.oc_causal_net.obj.OCCausalNet property) (pm4py.objects.ocpn.obj.OCPetriNet property) OBJECTS_UNIQUE_PER_SEQUENCE (pm4py.algo.simulation.playout.oc_causal_net.variants.extensive.Parameters attribute) OBJECTS_UNIQUE_PER_TRACE (pm4py.algo.simulation.playout.ocpn.variants.extensive.Parameters attribute) (pm4py.algo.simulation.playout.ocpn.variants.utils.Parameters attribute) ObjMarking (class in pm4py.objects.petri_net.utils.obj_marking) ObjMarkingAccessor (class in pm4py.objects.petri_net.utils.obj_marking) oc_marking_to_petri() (in module pm4py.objects.ocpn.variants.to_alternative_format) OCCausalNet (class in pm4py.objects.oc_causal_net.obj) OCCausalNet.Marker (class in pm4py.objects.oc_causal_net.obj) OCCausalNet.MarkerGroup (class in pm4py.objects.oc_causal_net.obj) OCCausalNetSemantics (class in pm4py.objects.oc_causal_net.semantics) OCCausalNetState (class in pm4py.objects.oc_causal_net.semantics) OCCN_SEMANTICS (pm4py.algo.simulation.playout.oc_causal_net.variants.extensive.Parameters attribute) occu_suc() (in module pm4py.algo.clustering.trace_attribute_driven.variants.suc_dist_calc) occu_var_act() (in module pm4py.algo.clustering.trace_attribute_driven.variants.act_dist_calc) occu_var_suc() (in module pm4py.algo.clustering.trace_attribute_driven.variants.suc_dist_calc) OCEL (class in pm4py.objects.ocel.obj) OCEL20 (pm4py.objects.ocel.exporter.jsonocel.exporter.Variants attribute) (pm4py.objects.ocel.exporter.sqlite.exporter.Variants attribute) (pm4py.objects.ocel.exporter.xmlocel.exporter.Variants attribute) (pm4py.objects.ocel.importer.sqlite.importer.Variants attribute) (pm4py.objects.ocel.importer.xmlocel.importer.Variants attribute) OCEL20_RUSTXES (pm4py.objects.ocel.importer.jsonocel.importer.Variants attribute) (pm4py.objects.ocel.importer.xmlocel.importer.Variants attribute) OCEL20_STANDARD (pm4py.objects.ocel.exporter.jsonocel.exporter.Variants attribute) (pm4py.objects.ocel.importer.jsonocel.importer.Variants attribute) OCEL_ACTIVITY_KEY (pm4py.streaming.conversion.ocel_flatts_distributor.Parameters attribute) ocel_add_index_based_timedelta() (in module pm4py.ocel)

ocel_drop_duplicates() (in module pm4py.ocel) ocel_e2o_lifecycle_enrichment() (in module pm4py.ocel) OCEL_FEATURES_TO_NX (pm4py.objects.conversion.ocel.converter.Variants attribute) ocel_flattening() (in module pm4py.ocel) ocel_get_attribute_names() (in module pm4py.ocel) ocel_get_object_types() (in module pm4py.ocel) ocel_merge_duplicates() (in module pm4py.ocel) ocel_o2o_enrichment() (in module pm4py.ocel) ocel_object_type_activities() (in module pm4py.ocel) ocel_objects_interactions_summary() (in module pm4py.ocel) ocel_objects_ot_count() (in module pm4py.ocel) ocel_objects_summary() (in module pm4py.ocel) ocel_sort_by_additional_column() (in module pm4py.ocel) ocel_temporal_summary() (in module pm4py.ocel) OCEL_TIMESTAMP_KEY (pm4py.streaming.conversion.ocel_flatts_distributor.Parameters attribute) OCEL_TO_NX (pm4py.objects.conversion.ocel.converter.Variants attribute) OCEL_TYPE_PREFIX (pm4py.objects.ocel.util.ocel_iterator.Parameters attribute) (pm4py.streaming.conversion.ocel_flatts_distributor.Parameters attribute) OcelFlattsDistributor (class in pm4py.streaming.conversion.ocel_flatts_distributor) OCMarking (class in pm4py.objects.ocpn.obj) OCPetriNet (class in pm4py.objects.ocpn.obj) OCPetriNet.Arc (class in pm4py.objects.ocpn.obj) OCPetriNet.Place (class in pm4py.objects.ocpn.obj) OCPetriNet.Transition (class in pm4py.objects.ocpn.obj) OCPETRINET_SEMANTICS (pm4py.algo.simulation.playout.ocpn.variants.extensive.Parameters attribute) OCPetriNetSemantics (class in pm4py.objects.ocpn.semantics) OCPNGraph (class in pm4py.visualization.ocel.ocpn.variants.brachmann) omni_present (pm4py.objects.log.obj.EventStream property) on_click() (pm4py.streaming.connectors.windows.click_key_logger.WindowsEventLogger method) on_key_release() (pm4py.streaming.connectors.windows.click_key_logger.WindowsEventLogger method) OPEN (pm4py.objects.process_tree.obj.ProcessTree.OperatorState attribute) (pm4py.objects.process_tree.state.State attribute) open_opsystem_image_viewer() (in module pm4py.util.vis_utils) OPEN_PATHS (pm4py.algo.transformation.log_to_interval_tree.algorithm.Variants attribute) open_vertex() (in module pm4py.algo.conformance.alignments.process_tree.util.search_graph_pt_replay_semantics) OPENAI_MODEL (pm4py.algo.querying.llm.connectors.openai.Parameters attribute) openai_query() (in module pm4py.llm) Operator (class in pm4py.objects.process_tree.obj) operator (pm4py.objects.process_tree.obj.ProcessTree property) operator() (pm4py.algo.discovery.inductive.cuts.abc.Cut class method) (pm4py.algo.discovery.inductive.cuts.concurrency.ConcurrencyCut class method) (pm4py.algo.discovery.inductive.cuts.loop.LoopCut class method) (pm4py.algo.discovery.inductive.cuts.sequence.SequenceCut class method) (pm4py.algo.discovery.inductive.cuts.xor.ExclusiveChoiceCut class method) (pm4py.algo.discovery.powl.inductive.cuts.concurrency.POWLConcurrencyCut class method) (pm4py.algo.discovery.powl.inductive.cuts.loop.POWLLoopCut class method) (pm4py.algo.discovery.powl.inductive.cuts.sequence.POWLSequenceCut class method) (pm4py.algo.discovery.powl.inductive.cuts.xor.POWLExclusiveChoiceCut class method) (pm4py.algo.discovery.powl.inductive.variants.brute_force.bf_partial_order_cut.BruteForcePartialOrderCut class method) (pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering.dynamic_clustering_partial_order_cut.DynamicClusteringPartialOrderCut class method) (pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering_frequency.dynamic_clustering_frequency_partial_order_cut.DynamicClusteringFrequencyPartialOrderCut class method) (pm4py.algo.discovery.powl.inductive.variants.maximal.maximal_partial_order_cut.MaximalPartialOrderCut class method) OperatorPOWL (class in pm4py.objects.powl.obj) OR (pm4py.algo.simulation.tree_generator.variants.ptandloggenerator.Parameters attribute) (pm4py.objects.process_tree.obj.Operator attribute) order_nodes_second_round() (in module pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal) Organizational (pm4py.objects.log.obj.XESExtension attribute) originator_importance (pm4py.objects.org.roles.obj.Role attribute) ot_to_color() (in module pm4py.visualization.ocel.object_graph.variants.graphviz) (in module pm4py.visualization.ocel.ocdfg.variants.classic) (in module pm4py.visualization.ocel.ocpn.variants.brachmann) (in module pm4py.visualization.ocel.ocpn.variants.wo_decoration) OTHER_CASE_ATTRIBUTES_AS_NODES (pm4py.objects.conversion.log.variants.to_nx.Parameters attribute) out_arcs (pm4py.objects.bpmn.obj.BPMN.BPMNNode property) (pm4py.objects.petri_net.obj.PetriNet.Place property) (pm4py.objects.petri_net.obj.PetriNet.Transition property) OUT_COLUMN (pm4py.algo.discovery.ocel.link_analysis.variants.classic.Parameters attribute) (pm4py.algo.organizational_mining.network_analysis.variants.dataframe.Parameters attribute) outgoing (pm4py.objects.transition_system.obj.TransitionSystem.State property) output_marker_groups (pm4py.objects.oc_causal_net.obj.OCCausalNet property) Outputs (class in pm4py.algo.analysis.woflan.algorithm) (class in pm4py.algo.conformance.alignments.dfg.variants.classic) (class in pm4py.algo.conformance.footprints.util.evaluation) (class in pm4py.algo.conformance.footprints.util.tree_visualization) (class in pm4py.algo.conformance.footprints.variants.log_extensive) (class in pm4py.algo.conformance.footprints.variants.log_model) (class in pm4py.algo.conformance.footprints.variants.trace_extensive) (class in pm4py.algo.conformance.log_skeleton.variants.classic) (class in pm4py.algo.discovery.footprints.dfg.variants.dfg) (class in pm4py.algo.discovery.footprints.log.variants.entire_dataframe) (class in pm4py.algo.discovery.footprints.log.variants.entire_event_log) (class in pm4py.algo.discovery.footprints.log.variants.polars_lazyframes) (class in pm4py.algo.discovery.footprints.log.variants.trace_by_trace) (class in pm4py.algo.discovery.footprints.petri.variants.reach_graph) (class in pm4py.algo.discovery.footprints.powl.variants.bottomup) (class in pm4py.algo.discovery.footprints.tree.variants.bottomup) (class in pm4py.algo.discovery.log_skeleton.variants.classic) (class in pm4py.algo.discovery.performance_spectrum.algorithm) (class in pm4py.algo.organizational_mining.local_diagnostics.algorithm) (class in pm4py.algo.reduction.process_tree.variants.tree_tr_based) OVERALL_LENGTH_X (pm4py.visualization.performance_spectrum.variants.neato.Parameters attribute) overlaps() (pm4py.util.intervaltree.Interval method) OWNER (pm4py.algo.connectors.variants.github_repo.Parameters attribute)

P

P (pm4py.algo.anonymization.trace_variant_query.variants.laplace.Parameters attribute) (pm4py.algo.anonymization.trace_variant_query.variants.sacofa.Parameters attribute) PAD_SIZE (pm4py.algo.transformation.log_to_target.variants.next_activity.Parameters attribute) (pm4py.algo.transformation.log_to_target.variants.next_time.Parameters attribute) (pm4py.algo.transformation.log_to_target.variants.remaining_time.Parameters attribute) PANDAS (pm4py.algo.discovery.batches.algorithm.Variants attribute) (pm4py.algo.discovery.minimum_self_distance.algorithm.Variants attribute) (pm4py.algo.merging.case_relations.algorithm.Variants attribute) (pm4py.algo.organizational_mining.roles.algorithm.Variants attribute) (pm4py.objects.ocel.exporter.csv.exporter.Variants attribute) (pm4py.objects.ocel.importer.csv.importer.Variants attribute) PANDAS_EXPORTER (pm4py.objects.ocel.exporter.sqlite.exporter.Variants attribute) PANDAS_IMPORTER (pm4py.objects.ocel.importer.sqlite.importer.Variants attribute) pandas_numpy_variants_apply_polars() (in module pm4py.statistics.variants.polars.get) PandasDataframeAsIterable (class in pm4py.streaming.conversion.from_pandas) PandasLogWrapper (class in pm4py.objects.log.util.pandas_log_wrapper) PandasTraceWrapper (class in pm4py.objects.log.util.pandas_log_wrapper) PARALLEL (pm4py.algo.conformance.footprints.util.evaluation.Outputs attribute) (pm4py.algo.conformance.footprints.util.tree_visualization.Outputs attribute) (pm4py.algo.conformance.footprints.variants.log_extensive.Outputs attribute) (pm4py.algo.conformance.footprints.variants.log_model.Outputs attribute) (pm4py.algo.conformance.footprints.variants.trace_extensive.Outputs attribute) (pm4py.algo.discovery.footprints.dfg.variants.dfg.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.entire_dataframe.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.entire_event_log.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.polars_lazyframes.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.trace_by_trace.Outputs attribute) (pm4py.algo.discovery.footprints.petri.variants.reach_graph.Outputs attribute) (pm4py.algo.discovery.footprints.powl.variants.bottomup.Outputs attribute) (pm4py.algo.discovery.footprints.tree.variants.bottomup.Outputs attribute) (pm4py.algo.reduction.process_tree.variants.tree_tr_based.Outputs attribute) (pm4py.algo.simulation.tree_generator.variants.ptandloggenerator.Parameters attribute) (pm4py.objects.process_tree.obj.Operator attribute) parallel_relation (pm4py.algo.discovery.alpha.data_structures.alpha_classic_abstraction.ClassicAlphaAbstraction property) PARAM_ALIGNMENT_RESULT_IS_SYNC_PROD_AWARE (pm4py.algo.conformance.alignments.petri_net.algorithm.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_less_memory.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_no_heuristics.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_less_memory.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_no_heuristics.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star.Parameters attribute) PARAM_ARTIFICIAL_END_ACTIVITY (pm4py.algo.discovery.ilp.variants.classic.Parameters attribute) (pm4py.algo.simulation.playout.dfg.variants.performance.Parameters attribute) (pm4py.objects.conversion.dfg.variants.to_petri_net_invisibles_no_duplicates.Parameters attribute) (pm4py.objects.log.util.artificial.Parameters attribute) (pm4py.objects.log.util.dataframe_utils.Parameters attribute) PARAM_ARTIFICIAL_START_ACTIVITY (pm4py.algo.discovery.ilp.variants.classic.Parameters attribute) (pm4py.algo.simulation.playout.dfg.variants.performance.Parameters attribute) (pm4py.objects.conversion.dfg.variants.to_petri_net_invisibles_no_duplicates.Parameters attribute) (pm4py.objects.log.util.artificial.Parameters attribute) (pm4py.objects.log.util.dataframe_utils.Parameters attribute) PARAM_CASE_ARRIVAL_RATIO (pm4py.algo.simulation.montecarlo.utils.replay.Parameters attribute) (pm4py.algo.simulation.montecarlo.variants.petri_semaph_fifo.Parameters attribute) PARAM_DEFAULT_NUM_RESOURCES_PER_PLACE (pm4py.algo.simulation.montecarlo.utils.replay.Parameters attribute) (pm4py.algo.simulation.montecarlo.variants.petri_semaph_fifo.Parameters attribute) PARAM_DIAGN_INTERVAL (pm4py.algo.simulation.montecarlo.utils.replay.Parameters attribute) (pm4py.algo.simulation.montecarlo.variants.petri_semaph_fifo.Parameters attribute) PARAM_ENABLE_DIAGNOSTICS (pm4py.algo.simulation.montecarlo.utils.replay.Parameters attribute) (pm4py.algo.simulation.montecarlo.variants.petri_semaph_fifo.Parameters attribute) PARAM_FITNESS_WEIGHT (pm4py.algo.evaluation.algorithm.Parameters attribute) PARAM_FORCE_DISTRIBUTION (pm4py.algo.simulation.montecarlo.utils.replay.Parameters attribute) (pm4py.algo.simulation.montecarlo.variants.petri_semaph_fifo.Parameters attribute) PARAM_GENERALIZATION_WEIGHT (pm4py.algo.evaluation.algorithm.Parameters attribute) PARAM_KEY_DIRECTION (pm4py.algo.discovery.transition_system.variants.view_based.Parameters attribute) PARAM_KEY_VIEW (pm4py.algo.discovery.transition_system.variants.view_based.Parameters attribute) PARAM_KEY_WINDOW (pm4py.algo.discovery.transition_system.variants.view_based.Parameters attribute) PARAM_MAP_RESOURCES_PER_PLACE (pm4py.algo.simulation.montecarlo.utils.replay.Parameters attribute) (pm4py.algo.simulation.montecarlo.variants.petri_semaph_fifo.Parameters attribute) PARAM_MAX_ALIGN_TIME (pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.algorithm.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_less_memory.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_no_heuristics.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_less_memory.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_no_heuristics.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star.Parameters attribute) (pm4py.algo.conformance.alignments.process_tree.variants.approximated.original.Parameters attribute) PARAM_MAX_ALIGN_TIME_TRACE (pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.algorithm.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_less_memory.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_no_heuristics.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_less_memory.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_no_heuristics.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star.Parameters attribute) (pm4py.algo.conformance.alignments.process_tree.variants.approximated.original.Parameters attribute) PARAM_MAX_THREAD_EXECUTION_TIME (pm4py.algo.simulation.montecarlo.utils.replay.Parameters attribute) (pm4py.algo.simulation.montecarlo.variants.petri_semaph_fifo.Parameters attribute) PARAM_MODEL_COST_FUNCTION (pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.algorithm.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_less_memory.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_no_heuristics.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_less_memory.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_no_heuristics.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star.Parameters attribute) PARAM_NUM_SIMULATIONS (pm4py.algo.simulation.montecarlo.utils.replay.Parameters attribute) (pm4py.algo.simulation.montecarlo.variants.petri_semaph_fifo.Parameters attribute) PARAM_PRECISION_WEIGHT (pm4py.algo.evaluation.algorithm.Parameters attribute) PARAM_PROVIDED_SMAP (pm4py.algo.simulation.montecarlo.utils.replay.Parameters attribute) (pm4py.algo.simulation.montecarlo.variants.petri_semaph_fifo.Parameters attribute) PARAM_SIMPLICITY_WEIGHT (pm4py.algo.evaluation.algorithm.Parameters attribute) PARAM_SMALL_SCALE_FACTOR (pm4py.algo.simulation.montecarlo.utils.replay.Parameters attribute) (pm4py.algo.simulation.montecarlo.variants.petri_semaph_fifo.Parameters attribute) PARAM_STD_SYNC_COST (pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_less_memory.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_less_memory.Parameters attribute) PARAM_SYNC_COST_FUNCTION (pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.algorithm.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_no_heuristics.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_no_heuristics.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star.Parameters attribute) PARAM_THRESHOLD_BORDER_AGREEMENT (pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal.Parameters attribute) PARAM_TRACE_COST_FUNCTION (pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.algorithm.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_less_memory.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_no_heuristics.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_less_memory.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_no_heuristics.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star.Parameters attribute) PARAM_TRACE_NET_COSTS (pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.algorithm.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_no_heuristics.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_no_heuristics.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star.Parameters attribute) PARAMETER_KEY_CASE_GLUE (pm4py.algo.filtering.log.attributes.attributes_filter.Parameters attribute) PARAMETER_SAMPLE_SIZE (pm4py.algo.discovery.performance_spectrum.algorithm.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.dataframe.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.dataframe_disconnected.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.lazyframe.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.lazyframe_disconnected.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.log.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.log_disconnected.Parameters attribute) PARAMETER_VARIANT_DELIMITER (pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal.Parameters attribute) (pm4py.algo.conformance.alignments.dfg.variants.classic.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.algorithm.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_less_memory.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_no_heuristics.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_less_memory.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_no_heuristics.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star.Parameters attribute) (pm4py.algo.conformance.alignments.process_tree.variants.approximated.original.Parameters attribute) (pm4py.algo.conformance.log_skeleton.variants.classic.Parameters attribute) (pm4py.algo.conformance.tokenreplay.variants.backwards.Parameters attribute) (pm4py.algo.conformance.tokenreplay.variants.token_replay.Parameters attribute) (pm4py.algo.discovery.log_skeleton.variants.classic.Parameters attribute) (pm4py.util.variants_util.Parameters attribute) Parameters (class in pm4py.algo.analysis.extended_marking_equation.variants.classic) (class in pm4py.algo.analysis.marking_equation.variants.classic) (class in pm4py.algo.analysis.woflan.algorithm) (class in pm4py.algo.anonymization.trace_variant_query.variants.laplace) (class in pm4py.algo.anonymization.trace_variant_query.variants.sacofa) (class in pm4py.algo.clustering.profiles.variants.sklearn_profiles) (class in pm4py.algo.clustering.trace_attribute_driven.util.filter_subsets) (class in pm4py.algo.clustering.trace_attribute_driven.variants.act_dist_calc) (class in pm4py.algo.clustering.trace_attribute_driven.variants.sim_calc) (class in pm4py.algo.clustering.trace_attribute_driven.variants.suc_dist_calc) (class in pm4py.algo.concept_drift.variants.bose) (class in pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal) (class in pm4py.algo.conformance.alignments.dfg.variants.classic) (class in pm4py.algo.conformance.alignments.edit_distance.variants.edit_distance) (class in pm4py.algo.conformance.alignments.petri_net.algorithm) (class in pm4py.algo.conformance.alignments.petri_net.utils.log_enrichment) (class in pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_less_memory) (class in pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_no_heuristics) (class in pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star) (class in pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_less_memory) (class in pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_no_heuristics) (class in pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star) (class in pm4py.algo.conformance.alignments.process_tree.util.search_graph_pt_frequency_annotation) (class in pm4py.algo.conformance.alignments.process_tree.variants.approximated.original) (class in pm4py.algo.conformance.alignments.process_tree.variants.approximated.utilities) (class in pm4py.algo.conformance.alignments.process_tree.variants.dynamic_programming) (class in pm4py.algo.conformance.alignments.process_tree.variants.milp) (class in pm4py.algo.conformance.alignments.process_tree.variants.search_graph_pt) (class in pm4py.algo.conformance.antialignments.algorithm) (class in pm4py.algo.conformance.antialignments.variants.discounted_a_star) (class in pm4py.algo.conformance.declare.variants.classic) (class in pm4py.algo.conformance.footprints.variants.log_model) (class in pm4py.algo.conformance.footprints.variants.trace_extensive) (class in pm4py.algo.conformance.log_skeleton.variants.classic) (class in pm4py.algo.conformance.multialignments.algorithm) (class in pm4py.algo.conformance.multialignments.variants.discounted_a_star) (class in pm4py.algo.conformance.ocel.etot.variants.graph_comparison) (class in pm4py.algo.conformance.ocel.ocdfg.variants.graph_comparison) (class in pm4py.algo.conformance.ocel.otg.variants.graph_comparison) (class in pm4py.algo.conformance.temporal_profile.algorithm) (class in pm4py.algo.conformance.temporal_profile.variants.dataframe) (class in pm4py.algo.conformance.temporal_profile.variants.log) (class in pm4py.algo.conformance.tokenreplay.diagnostics.duration_diagnostics) (class in pm4py.algo.conformance.tokenreplay.diagnostics.root_cause_analysis) (class in pm4py.algo.conformance.tokenreplay.variants.backwards) (class in pm4py.algo.conformance.tokenreplay.variants.token_replay) (class in pm4py.algo.connectors.variants.camunda_workflow) (class in pm4py.algo.connectors.variants.chrome_history) (class in pm4py.algo.connectors.variants.firefox_history) (class in pm4py.algo.connectors.variants.github_repo) (class in pm4py.algo.connectors.variants.outlook_calendar) (class in pm4py.algo.connectors.variants.sap_accounting) (class in pm4py.algo.connectors.variants.sap_o2c) (class in pm4py.algo.decision_mining.algorithm) (class in pm4py.algo.discovery.alpha.algorithm) (class in pm4py.algo.discovery.alpha.variants.classic) (class in pm4py.algo.discovery.alpha.variants.plus) (class in pm4py.algo.discovery.batches.utils.detection) (class in pm4py.algo.discovery.batches.variants.log) (class in pm4py.algo.discovery.batches.variants.pandas) (class in pm4py.algo.discovery.batches.variants.polars) (class in pm4py.algo.discovery.correlation_mining.variants.classic) (class in pm4py.algo.discovery.correlation_mining.variants.classic_split) (class in pm4py.algo.discovery.correlation_mining.variants.trace_based) (class in pm4py.algo.discovery.declare.variants.classic) (class in pm4py.algo.discovery.dfg.algorithm) (class in pm4py.algo.discovery.dfg.variants.case_attributes) (class in pm4py.algo.discovery.dfg.variants.clean) (class in pm4py.algo.discovery.dfg.variants.clean_polars) (class in pm4py.algo.discovery.dfg.variants.clean_time) (class in pm4py.algo.discovery.dfg.variants.freq_triples) (class in pm4py.algo.discovery.dfg.variants.native) (class in pm4py.algo.discovery.dfg.variants.performance) (class in pm4py.algo.discovery.footprints.log.variants.entire_dataframe) (class in pm4py.algo.discovery.footprints.log.variants.entire_event_log) (class in pm4py.algo.discovery.footprints.log.variants.polars_lazyframes) (class in pm4py.algo.discovery.footprints.log.variants.trace_by_trace) (class in pm4py.algo.discovery.genetic.algorithm) (class in pm4py.algo.discovery.heuristics.variants.classic) (class in pm4py.algo.discovery.heuristics.variants.plusplus) (class in pm4py.algo.discovery.ilp.variants.classic) (class in pm4py.algo.discovery.inductive.algorithm) (class in pm4py.algo.discovery.inductive.cuts.factory) (class in pm4py.algo.discovery.inductive.fall_through.activity_concurrent) (class in pm4py.algo.discovery.inductive.fall_through.factory) (class in pm4py.algo.discovery.inductive.variants.abc) (class in pm4py.algo.discovery.log_skeleton.variants.classic) (class in pm4py.algo.discovery.minimum_self_distance.utils) (class in pm4py.algo.discovery.minimum_self_distance.variants.log) (class in pm4py.algo.discovery.minimum_self_distance.variants.pandas) (class in pm4py.algo.discovery.minimum_self_distance.variants.polars) (class in pm4py.algo.discovery.ocel.interleavings.utils.merge_dataframe_rel_cases) (class in pm4py.algo.discovery.ocel.interleavings.variants.timestamp_interleavings) (class in pm4py.algo.discovery.ocel.link_analysis.variants.classic) (class in pm4py.algo.discovery.ocel.ocdfg.variants.classic) (class in pm4py.algo.discovery.ocel.ocpn.variants.classic) (class in pm4py.algo.discovery.ocel.saw_nets.variants.classic) (class in pm4py.algo.discovery.performance_spectrum.algorithm) (class in pm4py.algo.discovery.performance_spectrum.variants.dataframe) (class in pm4py.algo.discovery.performance_spectrum.variants.dataframe_disconnected) (class in pm4py.algo.discovery.performance_spectrum.variants.lazyframe) (class in pm4py.algo.discovery.performance_spectrum.variants.lazyframe_disconnected) (class in pm4py.algo.discovery.performance_spectrum.variants.log) (class in pm4py.algo.discovery.performance_spectrum.variants.log_disconnected) (class in pm4py.algo.discovery.temporal_profile.variants.dataframe) (class in pm4py.algo.discovery.temporal_profile.variants.log) (class in pm4py.algo.discovery.transition_system.variants.view_based) (class in pm4py.algo.evaluation.algorithm) (class in pm4py.algo.evaluation.earth_mover_distance.variants.pyemd) (class in pm4py.algo.evaluation.generalization.variants.token_based) (class in pm4py.algo.evaluation.precision.dfg.algorithm) (class in pm4py.algo.evaluation.precision.variants.align_etconformance) (class in pm4py.algo.evaluation.precision.variants.automaton_after_align) (class in pm4py.algo.evaluation.precision.variants.etconformance_token) (class in pm4py.algo.evaluation.replay_fitness.algorithm) (class in pm4py.algo.evaluation.replay_fitness.variants.alignment_based) (class in pm4py.algo.evaluation.replay_fitness.variants.token_replay) (class in pm4py.algo.evaluation.simplicity.variants.arc_degree) (class in pm4py.algo.filtering.log.attr_value_repetition.filter) (class in pm4py.algo.filtering.log.attributes.attributes_filter) (class in pm4py.algo.filtering.log.between.between_filter) (class in pm4py.algo.filtering.log.cases.case_filter) (class in pm4py.algo.filtering.log.end_activities.end_activities_filter) (class in pm4py.algo.filtering.log.ltl.ltl_checker) (class in pm4py.algo.filtering.log.paths.paths_filter) (class in pm4py.algo.filtering.log.prefixes.prefix_filter) (class in pm4py.algo.filtering.log.rework.rework_filter) (class in pm4py.algo.filtering.log.start_activities.start_activities_filter) (class in pm4py.algo.filtering.log.suffixes.suffix_filter) (class in pm4py.algo.filtering.log.timestamp.timestamp_filter) (class in pm4py.algo.filtering.log.traces.trace_filter) (class in pm4py.algo.filtering.log.variants.variants_filter) (class in pm4py.algo.filtering.ocel.activity_type_matching) (class in pm4py.algo.filtering.ocel.event_attributes) (class in pm4py.algo.filtering.ocel.object_attributes) (class in pm4py.algo.filtering.ocel.objects_ot_count) (class in pm4py.algo.filtering.ocel.ot_endpoints) (class in pm4py.algo.filtering.pandas.activity_split.activity_split_filter) (class in pm4py.algo.filtering.pandas.attr_value_repetition.filter) (class in pm4py.algo.filtering.pandas.attributes.attributes_filter) (class in pm4py.algo.filtering.pandas.between.between_filter) (class in pm4py.algo.filtering.pandas.cases.case_filter) (class in pm4py.algo.filtering.pandas.consecutive_act_case_grouping.consecutive_act_case_grouping_filter) (class in pm4py.algo.filtering.pandas.end_activities.end_activities_filter) (class in pm4py.algo.filtering.pandas.ends_with.ends_with_filter) (class in pm4py.algo.filtering.pandas.ltl.ltl_checker) (class in pm4py.algo.filtering.pandas.paths.paths_filter) (class in pm4py.algo.filtering.pandas.prefixes.prefix_filter) (class in pm4py.algo.filtering.pandas.rework.rework_filter) (class in pm4py.algo.filtering.pandas.start_activities.start_activities_filter) (class in pm4py.algo.filtering.pandas.starts_with.starts_with_filter) (class in pm4py.algo.filtering.pandas.suffixes.suffix_filter) (class in pm4py.algo.filtering.pandas.timestamp.timestamp_filter) (class in pm4py.algo.filtering.pandas.timestamp_case_grouping.timestamp_case_grouping_filter) (class in pm4py.algo.filtering.pandas.traces.trace_filter) (class in pm4py.algo.filtering.pandas.variants.variants_filter) (class in pm4py.algo.filtering.polars.activity_split.activity_split_filter) (class in pm4py.algo.filtering.polars.attr_value_repetition.filter) (class in pm4py.algo.filtering.polars.attributes.attributes_filter) (class in pm4py.algo.filtering.polars.between.between_filter) (class in pm4py.algo.filtering.polars.cases.case_filter) (class in pm4py.algo.filtering.polars.consecutive_act_case_grouping.consecutive_act_case_grouping_filter) (class in pm4py.algo.filtering.polars.end_activities.end_activities_filter) (class in pm4py.algo.filtering.polars.ends_with.ends_with_filter) (class in pm4py.algo.filtering.polars.ltl.ltl_checker) (class in pm4py.algo.filtering.polars.paths.paths_filter) (class in pm4py.algo.filtering.polars.prefixes.prefix_filter) (class in pm4py.algo.filtering.polars.rework.rework_filter) (class in pm4py.algo.filtering.polars.start_activities.start_activities_filter) (class in pm4py.algo.filtering.polars.starts_with.starts_with_filter) (class in pm4py.algo.filtering.polars.suffixes.suffix_filter) (class in pm4py.algo.filtering.polars.timestamp.timestamp_filter) (class in pm4py.algo.filtering.polars.timestamp_case_grouping.timestamp_case_grouping_filter) (class in pm4py.algo.filtering.polars.traces.trace_filter) (class in pm4py.algo.filtering.polars.variants.variants_filter) (class in pm4py.algo.label_splitting.variants.contextual) (class in pm4py.algo.merging.case_relations.variants.pandas) (class in pm4py.algo.organizational_mining.local_diagnostics.algorithm) (class in pm4py.algo.organizational_mining.network_analysis.variants.dataframe) (class in pm4py.algo.organizational_mining.resource_profiles.variants.log) (class in pm4py.algo.organizational_mining.resource_profiles.variants.pandas) (class in pm4py.algo.organizational_mining.roles.common.algorithm) (class in pm4py.algo.organizational_mining.roles.variants.log) (class in pm4py.algo.organizational_mining.roles.variants.pandas) (class in pm4py.algo.organizational_mining.sna.algorithm) (class in pm4py.algo.organizational_mining.sna.util) (class in pm4py.algo.organizational_mining.sna.variants.log.handover) (class in pm4py.algo.organizational_mining.sna.variants.log.jointactivities) (class in pm4py.algo.organizational_mining.sna.variants.log.subcontracting) (class in pm4py.algo.organizational_mining.sna.variants.log.working_together) (class in pm4py.algo.organizational_mining.sna.variants.pandas.handover) (class in pm4py.algo.organizational_mining.sna.variants.pandas.jointactivities) (class in pm4py.algo.organizational_mining.sna.variants.pandas.subcontracting) (class in pm4py.algo.organizational_mining.sna.variants.pandas.working_together) (class in pm4py.algo.organizational_mining.util) (class in pm4py.algo.querying.llm.abstractions.case_to_descr) (class in pm4py.algo.querying.llm.abstractions.declare_to_descr) (class in pm4py.algo.querying.llm.abstractions.log_to_cols_descr) (class in pm4py.algo.querying.llm.abstractions.log_to_dfg_descr) (class in pm4py.algo.querying.llm.abstractions.log_to_fea_descr) (class in pm4py.algo.querying.llm.abstractions.log_to_variants_descr) (class in pm4py.algo.querying.llm.abstractions.logske_to_descr) (class in pm4py.algo.querying.llm.abstractions.net_to_descr) (class in pm4py.algo.querying.llm.abstractions.ocel_fea_descr) (class in pm4py.algo.querying.llm.abstractions.ocel_ocdfg_descr) (class in pm4py.algo.querying.llm.abstractions.stream_to_descr) (class in pm4py.algo.querying.llm.abstractions.tempprofile_to_descr) (class in pm4py.algo.querying.llm.connectors.anthropic) (class in pm4py.algo.querying.llm.connectors.google) (class in pm4py.algo.querying.llm.connectors.openai) (class in pm4py.algo.querying.llm.injection.db_knowledge.variants.pandas_duckdb) (class in pm4py.algo.querying.llm.injection.db_knowledge.variants.sqlite3_traditional) (class in pm4py.algo.reduction.process_tree.variants.tree_tr_based) (class in pm4py.algo.simulation.montecarlo.utils.replay) (class in pm4py.algo.simulation.montecarlo.variants.petri_semaph_fifo) (class in pm4py.algo.simulation.playout.declare.variants.classic) (class in pm4py.algo.simulation.playout.dfg.variants.classic) (class in pm4py.algo.simulation.playout.dfg.variants.performance) (class in pm4py.algo.simulation.playout.oc_causal_net.variants.extensive) (class in pm4py.algo.simulation.playout.ocpn.variants.extensive) (class in pm4py.algo.simulation.playout.ocpn.variants.utils) (class in pm4py.algo.simulation.playout.petri_net.variants.basic_playout) (class in pm4py.algo.simulation.playout.petri_net.variants.extensive) (class in pm4py.algo.simulation.playout.petri_net.variants.stochastic_playout) (class in pm4py.algo.simulation.playout.process_tree.variants.basic_playout) (class in pm4py.algo.simulation.playout.process_tree.variants.extensive) (class in pm4py.algo.simulation.playout.process_tree.variants.topbottom) (class in pm4py.algo.simulation.tree_generator.variants.basic) (class in pm4py.algo.simulation.tree_generator.variants.ptandloggenerator) (class in pm4py.algo.transformation.log_to_features.util.locally_linear_embedding) (class in pm4py.algo.transformation.log_to_features.variants.event_based) (class in pm4py.algo.transformation.log_to_features.variants.temporal) (class in pm4py.algo.transformation.log_to_features.variants.temporal_lazy) (class in pm4py.algo.transformation.log_to_features.variants.trace_based) (class in pm4py.algo.transformation.log_to_interval_tree.variants.open_paths) (class in pm4py.algo.transformation.log_to_target.variants.next_activity) (class in pm4py.algo.transformation.log_to_target.variants.next_time) (class in pm4py.algo.transformation.log_to_target.variants.remaining_time) (class in pm4py.algo.transformation.log_to_trie.algorithm) (class in pm4py.algo.transformation.ocel.description.variants.variant1) (class in pm4py.algo.transformation.ocel.description.variants.variant2) (class in pm4py.algo.transformation.ocel.features.events.algorithm) (class in pm4py.algo.transformation.ocel.features.events.event_num_attributes) (class in pm4py.algo.transformation.ocel.features.events.event_str_attributes) (class in pm4py.algo.transformation.ocel.features.events_objects.algorithm) (class in pm4py.algo.transformation.ocel.features.events_objects.prefix_features) (class in pm4py.algo.transformation.ocel.features.objects.algorithm) (class in pm4py.algo.transformation.ocel.features.objects.obj_con_in_graph_features) (class in pm4py.algo.transformation.ocel.features.objects.object_num_attributes) (class in pm4py.algo.transformation.ocel.features.objects.object_str_attributes) (class in pm4py.algo.transformation.ocel.graphs.ocel20_computation) (class in pm4py.algo.transformation.ocel.split_ocel.variants.ancestors_descendants) (class in pm4py.algo.transformation.ocel.split_ocel.variants.connected_components) (class in pm4py.algo.transformation.to_embeddings.util.embed_sentence) (class in pm4py.algo.transformation.to_embeddings.variants.cases_transformers) (class in pm4py.algo.transformation.to_embeddings.variants.events_transformers) (class in pm4py.objects.bpmn.exporter.variants.etree) (class in pm4py.objects.bpmn.importer.variants.lxml) (class in pm4py.objects.bpmn.layout.variants.graphviz) (class in pm4py.objects.conversion.bpmn.variants.to_petri_net) (class in pm4py.objects.conversion.dfg.variants.to_petri_net_activity_defines_place) (class in pm4py.objects.conversion.dfg.variants.to_petri_net_invisibles_no_duplicates) (class in pm4py.objects.conversion.log.variants.to_data_frame) (class in pm4py.objects.conversion.log.variants.to_event_log) (class in pm4py.objects.conversion.log.variants.to_event_stream) (class in pm4py.objects.conversion.log.variants.to_nx) (class in pm4py.objects.conversion.ocel.variants.ocel_features_to_nx) (class in pm4py.objects.conversion.ocel.variants.ocel_to_nx) (class in pm4py.objects.conversion.wf_net.variants.to_process_tree) (class in pm4py.objects.dfg.exporter.variants.classic) (class in pm4py.objects.dfg.importer.variants.classic) (class in pm4py.objects.log.exporter.xes.variants.etree_xes_exp) (class in pm4py.objects.log.exporter.xes.variants.line_by_line) (class in pm4py.objects.log.importer.xes.variants.chunk_regex) (class in pm4py.objects.log.importer.xes.variants.iterparse) (class in pm4py.objects.log.importer.xes.variants.iterparse_20) (class in pm4py.objects.log.importer.xes.variants.iterparse_mem_compressed) (class in pm4py.objects.log.importer.xes.variants.line_by_line) (class in pm4py.objects.log.importer.xes.variants.rustxes) (class in pm4py.objects.log.util.activities_to_alphabet) (class in pm4py.objects.log.util.artificial) (class in pm4py.objects.log.util.basic_filter) (class in pm4py.objects.log.util.dataframe_utils) (class in pm4py.objects.log.util.df_extra_utils) (class in pm4py.objects.log.util.interval_lifecycle) (class in pm4py.objects.log.util.move_attrs_to_trace) (class in pm4py.objects.log.util.pandas_log_wrapper) (class in pm4py.objects.log.util.pandas_numpy_variants) (class in pm4py.objects.log.util.pl_lazy_extra_utils) (class in pm4py.objects.ocel.exporter.csv.variants.pandas) (class in pm4py.objects.ocel.exporter.jsonocel.variants.classic) (class in pm4py.objects.ocel.exporter.jsonocel.variants.ocel20) (class in pm4py.objects.ocel.exporter.jsonocel.variants.ocel20_standard) (class in pm4py.objects.ocel.exporter.sqlite.variants.ocel20) (class in pm4py.objects.ocel.exporter.xmlocel.variants.classic) (class in pm4py.objects.ocel.exporter.xmlocel.variants.ocel20) (class in pm4py.objects.ocel.importer.csv.variants.pandas) (class in pm4py.objects.ocel.importer.jsonocel.variants.classic) (class in pm4py.objects.ocel.importer.jsonocel.variants.ocel20_standard) (class in pm4py.objects.ocel.importer.sqlite.variants.ocel20) (class in pm4py.objects.ocel.importer.xmlocel.variants.classic) (class in pm4py.objects.ocel.importer.xmlocel.variants.ocel20) (class in pm4py.objects.ocel.obj) (class in pm4py.objects.ocel.util.attributes_per_type) (class in pm4py.objects.ocel.util.e2o_qualification) (class in pm4py.objects.ocel.util.ev_att_to_obj_type) (class in pm4py.objects.ocel.util.event_prefix_suffix_per_obj) (class in pm4py.objects.ocel.util.events_per_object_type) (class in pm4py.objects.ocel.util.events_per_type_per_activity) (class in pm4py.objects.ocel.util.extended_table) (class in pm4py.objects.ocel.util.filtering_utils) (class in pm4py.objects.ocel.util.flattening) (class in pm4py.objects.ocel.util.log_ocel) (class in pm4py.objects.ocel.util.objects_per_type_per_activity) (class in pm4py.objects.ocel.util.ocel_iterator) (class in pm4py.objects.ocel.util.rename_objs_ot_tim_lex) (class in pm4py.objects.ocel.util.sampling) (class in pm4py.objects.petri_net.exporter.variants.pnml) (class in pm4py.objects.petri_net.importer.variants.pnml) (class in pm4py.objects.petri_net.utils.reachability_graph) (class in pm4py.objects.process_tree.exporter.variants.ptml) (class in pm4py.objects.process_tree.importer.variants.ptml) (class in pm4py.statistics.attributes.common.get) (class in pm4py.statistics.attributes.log.get) (class in pm4py.statistics.attributes.pandas.get) (class in pm4py.statistics.attributes.polars.get) (class in pm4py.statistics.chaotic_activities.variants.niek_sidorova) (class in pm4py.statistics.concurrent_activities.log.get) (class in pm4py.statistics.concurrent_activities.pandas.get) (class in pm4py.statistics.concurrent_activities.polars.get) (class in pm4py.statistics.end_activities.log.get) (class in pm4py.statistics.end_activities.pandas.get) (class in pm4py.statistics.end_activities.polars.get) (class in pm4py.statistics.eventually_follows.log.get) (class in pm4py.statistics.eventually_follows.pandas.get) (class in pm4py.statistics.eventually_follows.polars.get) (class in pm4py.statistics.eventually_follows.uvcl.get) (class in pm4py.statistics.ocel.act_ot_dependent) (class in pm4py.statistics.ocel.act_utils) (class in pm4py.statistics.ocel.edge_metrics) (class in pm4py.statistics.ocel.objects_ot_count) (class in pm4py.statistics.ocel.ot_activities) (class in pm4py.statistics.overlap.cases.log.get) (class in pm4py.statistics.overlap.cases.pandas.get) (class in pm4py.statistics.overlap.cases.polars.get) (class in pm4py.statistics.overlap.interval_events.log.get) (class in pm4py.statistics.overlap.interval_events.pandas.get) (class in pm4py.statistics.overlap.interval_events.polars.get) (class in pm4py.statistics.overlap.utils.compute) (class in pm4py.statistics.passed_time.pandas.variants.post) (class in pm4py.statistics.passed_time.pandas.variants.pre) (class in pm4py.statistics.passed_time.pandas.variants.prepost) (class in pm4py.statistics.passed_time.polars.variants.post) (class in pm4py.statistics.passed_time.polars.variants.pre) (class in pm4py.statistics.process_cube.pandas.variants.classic) (class in pm4py.statistics.rework.cases.log.get) (class in pm4py.statistics.rework.cases.pandas.get) (class in pm4py.statistics.rework.cases.polars.get) (class in pm4py.statistics.rework.log.get) (class in pm4py.statistics.rework.pandas.get) (class in pm4py.statistics.rework.polars.get) (class in pm4py.statistics.service_time.log.get) (class in pm4py.statistics.service_time.pandas.get) (class in pm4py.statistics.service_time.polars.get) (class in pm4py.statistics.start_activities.log.get) (class in pm4py.statistics.start_activities.pandas.get) (class in pm4py.statistics.start_activities.polars.get) (class in pm4py.statistics.traces.cycle_time.log.get) (class in pm4py.statistics.traces.cycle_time.pandas.get) (class in pm4py.statistics.traces.cycle_time.polars.get) (class in pm4py.statistics.traces.generic.common.case_duration) (class in pm4py.statistics.traces.generic.log.case_arrival) (class in pm4py.statistics.traces.generic.log.case_statistics) (class in pm4py.statistics.traces.generic.pandas.case_arrival) (class in pm4py.statistics.traces.generic.pandas.case_statistics) (class in pm4py.statistics.traces.generic.polars.case_arrival) (class in pm4py.statistics.traces.generic.polars.case_statistics) (class in pm4py.statistics.variants.log.get) (class in pm4py.statistics.variants.polars.get) (class in pm4py.streaming.algo.conformance.footprints.variants.classic) (class in pm4py.streaming.algo.conformance.tbr.variants.classic) (class in pm4py.streaming.algo.conformance.temporal.variants.classic) (class in pm4py.streaming.algo.discovery.dfg.variants.frequency) (class in pm4py.streaming.conversion.from_pandas) (class in pm4py.streaming.conversion.ocel_flatts_distributor) (class in pm4py.streaming.importer.csv.variants.csv_event_stream) (class in pm4py.streaming.importer.xes.variants.xes_event_stream) (class in pm4py.streaming.importer.xes.variants.xes_trace_stream) (class in pm4py.streaming.stream.live_event_stream) (class in pm4py.streaming.stream.live_trace_stream) (class in pm4py.streaming.util.dictio.versions.redis) (class in pm4py.util.lp.solver) (class in pm4py.util.lp.variants.cvxopt_solver_custom_align_ilp) (class in pm4py.util.lp.variants.pulp_solver) (class in pm4py.util.lp.variants.scipy_solver) (class in pm4py.util.nx_utils) (class in pm4py.util.variants_util) (class in pm4py.visualization.align_table.variants.classic) (class in pm4py.visualization.bpmn.variants.bpmnio_auto_layout) (class in pm4py.visualization.bpmn.variants.classic) (class in pm4py.visualization.bpmn.variants.dagrejs) (class in pm4py.visualization.common.html) (class in pm4py.visualization.decisiontree.variants.classic) (class in pm4py.visualization.dfg.variants.cost) (class in pm4py.visualization.dfg.variants.frequency) (class in pm4py.visualization.dfg.variants.performance) (class in pm4py.visualization.dfg.variants.timeline) (class in pm4py.visualization.dotted_chart.variants.classic) (class in pm4py.visualization.footprints.variants.comparison) (class in pm4py.visualization.footprints.variants.comparison_symmetric) (class in pm4py.visualization.footprints.variants.single) (class in pm4py.visualization.graphs.variants.attributes) (class in pm4py.visualization.graphs.variants.barplot) (class in pm4py.visualization.graphs.variants.cases) (class in pm4py.visualization.graphs.variants.dates) (class in pm4py.visualization.heuristics_net.variants.pydotplus_vis) (class in pm4py.visualization.network_analysis.variants.frequency) (class in pm4py.visualization.network_analysis.variants.performance) (class in pm4py.visualization.networkx.variants.digraph) (class in pm4py.visualization.ocel.eve_to_obj_types.variants.graphviz) (class in pm4py.visualization.ocel.interleavings.variants.graphviz) (class in pm4py.visualization.ocel.object_graph.variants.graphviz) (class in pm4py.visualization.ocel.ocdfg.variants.classic) (class in pm4py.visualization.ocel.ocdfg.variants.elkjs) (class in pm4py.visualization.ocel.ocpn.variants.brachmann) (class in pm4py.visualization.ocel.ocpn.variants.wo_decoration) (class in pm4py.visualization.performance_spectrum.variants.neato) (class in pm4py.visualization.petri_net.common.visualize) (class in pm4py.visualization.petri_net.variants.greedy_decoration_frequency) (class in pm4py.visualization.petri_net.variants.greedy_decoration_performance) (class in pm4py.visualization.petri_net.variants.token_decoration_frequency) (class in pm4py.visualization.petri_net.variants.token_decoration_performance) (class in pm4py.visualization.petri_net.variants.wo_decoration) (class in pm4py.visualization.powl.variants.basic) (class in pm4py.visualization.powl.variants.net) (class in pm4py.visualization.powl.visualizer) (class in pm4py.visualization.process_tree.variants.frequency_annotation) (class in pm4py.visualization.process_tree.variants.symbolic) (class in pm4py.visualization.process_tree.variants.wo_decoration) (class in pm4py.visualization.sna.variants.networkx) (class in pm4py.visualization.sna.variants.pyvis) (class in pm4py.visualization.transition_system.util.visualize_graphviz) (class in pm4py.visualization.transition_system.variants.trans_frequency) (class in pm4py.visualization.transition_system.variants.view_based) (class in pm4py.visualization.trie.variants.classic) (class in pm4py.visualization.variants_duration.variants.classic) parent (pm4py.objects.process_tree.obj.ProcessTree property) (pm4py.objects.trie.obj.Trie property) parse() (in module pm4py.objects.process_tree.utils.generic) parse_attribute() (in module pm4py.streaming.importer.xes.variants.xes_event_stream) (in module pm4py.streaming.importer.xes.variants.xes_trace_stream) parse_element() (in module pm4py.objects.bpmn.importer.variants.lxml) parse_event_log_string() (in module pm4py.utils) parse_powl_model_string() (in module pm4py.objects.powl.parser) (in module pm4py.utils) parse_process_tree() (in module pm4py.utils) parse_recursive() (in module pm4py.objects.process_tree.utils.generic) parse_xml() (in module pm4py.objects.ocel.importer.xmlocel.variants.classic) (in module pm4py.objects.ocel.importer.xmlocel.variants.ocel20) partial_order (pm4py.objects.powl.obj.StrictPartialOrder property) PARTIALORDER (pm4py.objects.process_tree.obj.Operator attribute) partition() (in module pm4py.algo.discovery.powl.inductive.variants.brute_force.bf_partial_order_cut) PARTITION_COLUMN (pm4py.objects.log.util.dataframe_utils.Parameters attribute) PATHS_PERCENTAGE (pm4py.visualization.ocel.interleavings.variants.graphviz.Parameters attribute) PERC_PATHS (pm4py.visualization.performance_spectrum.variants.neato.Parameters attribute) PERFORM_ANTI_ALIGNMENT (pm4py.algo.conformance.alignments.edit_distance.variants.edit_distance.Parameters attribute) perform_steadystate() (in module pm4py.objects.stochastic_petri.ctmc) PERFORMANCE (pm4py.algo.discovery.dfg.algorithm.Variants attribute) (pm4py.algo.simulation.playout.dfg.algorithm.Variants attribute) (pm4py.visualization.dfg.visualizer.Variants attribute) (pm4py.visualization.network_analysis.visualizer.Variants attribute) (pm4py.visualization.petri_net.visualizer.Variants attribute) performance() (in module pm4py.algo.discovery.dfg.variants.performance) PERFORMANCE_AGGREGATION_MEASURE (pm4py.visualization.ocel.ocdfg.variants.classic.Parameters attribute) (pm4py.visualization.ocel.ocdfg.variants.elkjs.Parameters attribute) performance_calculation_ocel_aggregation() (in module pm4py.statistics.ocel.edge_metrics) PERFORMANCE_DFG (pm4py.algo.simulation.playout.dfg.variants.performance.Parameters attribute) PERFORMANCE_GREEDY (pm4py.algo.discovery.dfg.algorithm.Variants attribute) (pm4py.visualization.petri_net.visualizer.Variants attribute) permutation_test() (in module pm4py.algo.concept_drift.variants.bose) PETRI_NET (pm4py.algo.analysis.workflow_net.algorithm.Variants attribute) (pm4py.util.constants.AvailableSerializations attribute) petri_net_embedding() (in module pm4py.objects.petri_net.utils.embeddings_similarity) PETRI_REACH_GRAPH (pm4py.algo.discovery.footprints.algorithm.Variants attribute) PETRI_SEMANTICS (pm4py.algo.simulation.playout.petri_net.variants.basic_playout.Parameters attribute) (pm4py.algo.simulation.playout.petri_net.variants.extensive.Parameters attribute) (pm4py.algo.simulation.playout.petri_net.variants.stochastic_playout.Parameters attribute) (pm4py.objects.petri_net.utils.reachability_graph.Parameters attribute) PETRI_SEMAPH_FIFO (pm4py.algo.simulation.montecarlo.algorithm.Variants attribute) PetriNet (class in pm4py.objects.petri_net.obj) PetriNet.Arc (class in pm4py.objects.petri_net.obj) PetriNet.Place (class in pm4py.objects.petri_net.obj) PetriNet.Transition (class in pm4py.objects.petri_net.obj) PetriNetSemantics (class in pm4py.objects.petri_net.semantics) pick_chosen_points() (in module pm4py.util.points_subset) pick_chosen_points_list() (in module pm4py.util.points_subset) pick_transition() (in module pm4py.objects.stochastic_petri.utils) place_dependencies_marker_groups() (in module pm4py.objects.ocpn.variants.to_oc_causal_net) PLACE_INVARIANTS (pm4py.algo.analysis.woflan.algorithm.Outputs attribute) PLACE_RADIUS (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) place_set_as_marking() (in module pm4py.objects.petri_net.utils.petri_utils) places (pm4py.objects.ocpn.obj.OCMarking property) (pm4py.objects.petri_net.obj.PetriNet property) (pm4py.objects.petri_net.utils.consumption_matrix.ConsumptionMatrix property) (pm4py.objects.petri_net.utils.incidence_matrix.IncidenceMatrix property) PLACES_SHORTEST_PATH_BY_HIDDEN (pm4py.algo.conformance.tokenreplay.variants.backwards.Parameters attribute) (pm4py.algo.conformance.tokenreplay.variants.token_replay.Parameters attribute) play_out() (in module pm4py.sim) PLUSPLUS (pm4py.algo.discovery.heuristics.algorithm.Variants attribute) pm4py.algo module pm4py.algo.analysis module pm4py.algo.analysis.extended_marking_equation module pm4py.algo.analysis.extended_marking_equation.algorithm module pm4py.algo.analysis.extended_marking_equation.variants module pm4py.algo.analysis.extended_marking_equation.variants.classic module pm4py.algo.analysis.marking_equation module pm4py.algo.analysis.marking_equation.algorithm module pm4py.algo.analysis.marking_equation.variants module pm4py.algo.analysis.marking_equation.variants.classic module pm4py.algo.analysis.woflan module pm4py.algo.analysis.woflan.algorithm module pm4py.algo.analysis.woflan.graphs module pm4py.algo.analysis.woflan.graphs.minimal_coverability_graph module pm4py.algo.analysis.woflan.graphs.minimal_coverability_graph.minimal_coverability_graph module pm4py.algo.analysis.woflan.graphs.reachability_graph module pm4py.algo.analysis.woflan.graphs.reachability_graph.reachability_graph module pm4py.algo.analysis.woflan.graphs.restricted_coverability_graph module pm4py.algo.analysis.woflan.graphs.restricted_coverability_graph.restricted_coverability_graph module pm4py.algo.analysis.woflan.graphs.utility module pm4py.algo.analysis.woflan.not_well_handled_pairs module pm4py.algo.analysis.woflan.not_well_handled_pairs.not_well_handled_pairs module pm4py.algo.analysis.woflan.place_invariants module pm4py.algo.analysis.woflan.place_invariants.place_invariants module pm4py.algo.analysis.woflan.place_invariants.s_component module pm4py.algo.analysis.woflan.place_invariants.uniform_invariant module pm4py.algo.analysis.woflan.place_invariants.utility module pm4py.algo.analysis.workflow_net module pm4py.algo.analysis.workflow_net.algorithm module pm4py.algo.analysis.workflow_net.variants module pm4py.algo.analysis.workflow_net.variants.petri_net module pm4py.algo.anonymization module pm4py.algo.anonymization.pripel.util.trace_levenshtein module pm4py.algo.anonymization.pripel.util.TraceMatcher module pm4py.algo.anonymization.trace_variant_query module pm4py.algo.anonymization.trace_variant_query.algorithm module pm4py.algo.anonymization.trace_variant_query.util module pm4py.algo.anonymization.trace_variant_query.util.behavioralAppropriateness module pm4py.algo.anonymization.trace_variant_query.util.exp_mech module pm4py.algo.anonymization.trace_variant_query.util.util module pm4py.algo.anonymization.trace_variant_query.variants module pm4py.algo.anonymization.trace_variant_query.variants.laplace module pm4py.algo.anonymization.trace_variant_query.variants.sacofa module pm4py.algo.clustering module pm4py.algo.clustering.profiles module pm4py.algo.clustering.profiles.algorithm module pm4py.algo.clustering.profiles.variants module pm4py.algo.clustering.profiles.variants.sklearn_profiles module pm4py.algo.clustering.trace_attribute_driven module pm4py.algo.clustering.trace_attribute_driven.algorithm module pm4py.algo.clustering.trace_attribute_driven.dfg module pm4py.algo.clustering.trace_attribute_driven.dfg.dfg_dist module pm4py.algo.clustering.trace_attribute_driven.leven_dist module pm4py.algo.clustering.trace_attribute_driven.leven_dist.leven_dist_calc module pm4py.algo.clustering.trace_attribute_driven.linkage_method module pm4py.algo.clustering.trace_attribute_driven.linkage_method.linkage_avg module pm4py.algo.clustering.trace_attribute_driven.merge_log module pm4py.algo.clustering.trace_attribute_driven.merge_log.merge_log module pm4py.algo.clustering.trace_attribute_driven.util module pm4py.algo.clustering.trace_attribute_driven.util.evaluation module pm4py.algo.clustering.trace_attribute_driven.util.filter_subsets module pm4py.algo.clustering.trace_attribute_driven.variants module pm4py.algo.clustering.trace_attribute_driven.variants.act_dist_calc module pm4py.algo.clustering.trace_attribute_driven.variants.logslice_dist module pm4py.algo.clustering.trace_attribute_driven.variants.sim_calc module pm4py.algo.clustering.trace_attribute_driven.variants.suc_dist_calc module pm4py.algo.comparison module pm4py.algo.comparison.petrinet module pm4py.algo.comparison.petrinet.element_usage_comparison module pm4py.algo.concept_drift module pm4py.algo.concept_drift.algorithm module pm4py.algo.concept_drift.variants module pm4py.algo.concept_drift.variants.bose module pm4py.algo.conformance module pm4py.algo.conformance.alignments module pm4py.algo.conformance.alignments.decomposed module pm4py.algo.conformance.alignments.decomposed.algorithm module pm4py.algo.conformance.alignments.decomposed.variants module pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal module pm4py.algo.conformance.alignments.dfg module pm4py.algo.conformance.alignments.dfg.algorithm module pm4py.algo.conformance.alignments.dfg.variants module pm4py.algo.conformance.alignments.dfg.variants.classic module pm4py.algo.conformance.alignments.edit_distance module pm4py.algo.conformance.alignments.edit_distance.algorithm module pm4py.algo.conformance.alignments.edit_distance.variants module pm4py.algo.conformance.alignments.edit_distance.variants.edit_distance module pm4py.algo.conformance.alignments.petri_net module pm4py.algo.conformance.alignments.petri_net.algorithm module pm4py.algo.conformance.alignments.petri_net.utils module pm4py.algo.conformance.alignments.petri_net.utils.log_enrichment module pm4py.algo.conformance.alignments.petri_net.variants module pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_less_memory module pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_no_heuristics module pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star module pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_less_memory module pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_no_heuristics module pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star module pm4py.algo.conformance.alignments.process_tree module pm4py.algo.conformance.alignments.process_tree.algorithm module pm4py.algo.conformance.alignments.process_tree.util module pm4py.algo.conformance.alignments.process_tree.util.search_graph_pt_frequency_annotation module pm4py.algo.conformance.alignments.process_tree.util.search_graph_pt_replay_semantics module pm4py.algo.conformance.alignments.process_tree.variants module pm4py.algo.conformance.alignments.process_tree.variants.approximated module pm4py.algo.conformance.alignments.process_tree.variants.approximated.calculate_a_sa_ea_sets module pm4py.algo.conformance.alignments.process_tree.variants.approximated.original module pm4py.algo.conformance.alignments.process_tree.variants.approximated.utilities module pm4py.algo.conformance.alignments.process_tree.variants.dynamic_programming module pm4py.algo.conformance.alignments.process_tree.variants.milp module pm4py.algo.conformance.alignments.process_tree.variants.search_graph_pt module pm4py.algo.conformance.antialignments module pm4py.algo.conformance.antialignments.algorithm module pm4py.algo.conformance.antialignments.variants module pm4py.algo.conformance.antialignments.variants.discounted_a_star module pm4py.algo.conformance.declare module pm4py.algo.conformance.declare.algorithm module pm4py.algo.conformance.declare.variants module pm4py.algo.conformance.declare.variants.classic module pm4py.algo.conformance.footprints module pm4py.algo.conformance.footprints.algorithm module pm4py.algo.conformance.footprints.util module pm4py.algo.conformance.footprints.util.evaluation module pm4py.algo.conformance.footprints.util.tree_visualization module pm4py.algo.conformance.footprints.variants module pm4py.algo.conformance.footprints.variants.log_extensive module pm4py.algo.conformance.footprints.variants.log_model module pm4py.algo.conformance.footprints.variants.trace_extensive module pm4py.algo.conformance.log_skeleton module pm4py.algo.conformance.log_skeleton.algorithm module pm4py.algo.conformance.log_skeleton.variants module pm4py.algo.conformance.log_skeleton.variants.classic module pm4py.algo.conformance.multialignments module pm4py.algo.conformance.multialignments.algorithm module pm4py.algo.conformance.multialignments.variants module pm4py.algo.conformance.multialignments.variants.discounted_a_star module pm4py.algo.conformance.ocel module pm4py.algo.conformance.ocel.etot module pm4py.algo.conformance.ocel.etot.algorithm module pm4py.algo.conformance.ocel.etot.variants module pm4py.algo.conformance.ocel.etot.variants.graph_comparison module pm4py.algo.conformance.ocel.ocdfg module pm4py.algo.conformance.ocel.ocdfg.algorithm module pm4py.algo.conformance.ocel.ocdfg.variants module pm4py.algo.conformance.ocel.ocdfg.variants.graph_comparison module pm4py.algo.conformance.ocel.otg module pm4py.algo.conformance.ocel.otg.algorithm module pm4py.algo.conformance.ocel.otg.variants module pm4py.algo.conformance.ocel.otg.variants.graph_comparison module pm4py.algo.conformance.temporal_profile module pm4py.algo.conformance.temporal_profile.algorithm module pm4py.algo.conformance.temporal_profile.variants module pm4py.algo.conformance.temporal_profile.variants.dataframe module pm4py.algo.conformance.temporal_profile.variants.log module pm4py.algo.conformance.tokenreplay module pm4py.algo.conformance.tokenreplay.algorithm module pm4py.algo.conformance.tokenreplay.diagnostics module pm4py.algo.conformance.tokenreplay.diagnostics.duration_diagnostics module pm4py.algo.conformance.tokenreplay.diagnostics.root_cause_analysis module pm4py.algo.conformance.tokenreplay.variants module pm4py.algo.conformance.tokenreplay.variants.backwards module pm4py.algo.conformance.tokenreplay.variants.token_replay module pm4py.algo.connectors module pm4py.algo.connectors.algorithm module pm4py.algo.connectors.util module pm4py.algo.connectors.util.mail module pm4py.algo.connectors.variants module pm4py.algo.connectors.variants.camunda_workflow module pm4py.algo.connectors.variants.chrome_history module pm4py.algo.connectors.variants.firefox_history module pm4py.algo.connectors.variants.github_repo module pm4py.algo.connectors.variants.outlook_calendar module pm4py.algo.connectors.variants.outlook_mail_extractor module pm4py.algo.connectors.variants.sap_accounting module pm4py.algo.connectors.variants.sap_o2c module pm4py.algo.connectors.variants.windows_events module pm4py.algo.decision_mining module pm4py.algo.decision_mining.algorithm module pm4py.algo.discovery module pm4py.algo.discovery.alpha module pm4py.algo.discovery.alpha.algorithm module pm4py.algo.discovery.alpha.data_structures module pm4py.algo.discovery.alpha.data_structures.alpha_classic_abstraction module pm4py.algo.discovery.alpha.utils module pm4py.algo.discovery.alpha.utils.endpoints module pm4py.algo.discovery.alpha.variants module pm4py.algo.discovery.alpha.variants.classic module pm4py.algo.discovery.alpha.variants.plus module pm4py.algo.discovery.batches module pm4py.algo.discovery.batches.algorithm module pm4py.algo.discovery.batches.utils module pm4py.algo.discovery.batches.utils.detection module pm4py.algo.discovery.batches.variants module pm4py.algo.discovery.batches.variants.log module pm4py.algo.discovery.batches.variants.pandas module pm4py.algo.discovery.batches.variants.polars module pm4py.algo.discovery.causal module pm4py.algo.discovery.causal.algorithm module pm4py.algo.discovery.causal.variants module pm4py.algo.discovery.causal.variants.alpha module pm4py.algo.discovery.causal.variants.heuristic module pm4py.algo.discovery.correlation_mining module pm4py.algo.discovery.correlation_mining.algorithm module pm4py.algo.discovery.correlation_mining.util module pm4py.algo.discovery.correlation_mining.variants module pm4py.algo.discovery.correlation_mining.variants.classic module pm4py.algo.discovery.correlation_mining.variants.classic_split module pm4py.algo.discovery.correlation_mining.variants.trace_based module pm4py.algo.discovery.declare module pm4py.algo.discovery.declare.algorithm module pm4py.algo.discovery.declare.templates module pm4py.algo.discovery.declare.variants module pm4py.algo.discovery.declare.variants.classic module pm4py.algo.discovery.dfg module pm4py.algo.discovery.dfg.adapters module pm4py.algo.discovery.dfg.adapters.pandas module pm4py.algo.discovery.dfg.adapters.pandas.df_statistics module pm4py.algo.discovery.dfg.adapters.pandas.freq_triples module pm4py.algo.discovery.dfg.adapters.polars module pm4py.algo.discovery.dfg.adapters.polars.df_statistics module pm4py.algo.discovery.dfg.adapters.polars.freq_triples module pm4py.algo.discovery.dfg.algorithm module pm4py.algo.discovery.dfg.replacement module pm4py.algo.discovery.dfg.utils module pm4py.algo.discovery.dfg.utils.dfg_utils module pm4py.algo.discovery.dfg.variants module pm4py.algo.discovery.dfg.variants.case_attributes module pm4py.algo.discovery.dfg.variants.clean module pm4py.algo.discovery.dfg.variants.clean_polars module pm4py.algo.discovery.dfg.variants.clean_time module pm4py.algo.discovery.dfg.variants.freq_triples module pm4py.algo.discovery.dfg.variants.native module pm4py.algo.discovery.dfg.variants.performance module pm4py.algo.discovery.footprints module pm4py.algo.discovery.footprints.algorithm module pm4py.algo.discovery.footprints.dfg module pm4py.algo.discovery.footprints.dfg.variants module pm4py.algo.discovery.footprints.dfg.variants.dfg module pm4py.algo.discovery.footprints.log module pm4py.algo.discovery.footprints.log.variants module pm4py.algo.discovery.footprints.log.variants.entire_dataframe module pm4py.algo.discovery.footprints.log.variants.entire_event_log module pm4py.algo.discovery.footprints.log.variants.polars_lazyframes module pm4py.algo.discovery.footprints.log.variants.trace_by_trace module pm4py.algo.discovery.footprints.petri module pm4py.algo.discovery.footprints.petri.variants module pm4py.algo.discovery.footprints.petri.variants.reach_graph module pm4py.algo.discovery.footprints.powl module pm4py.algo.discovery.footprints.powl.variants module pm4py.algo.discovery.footprints.powl.variants.bottomup module pm4py.algo.discovery.footprints.tree module pm4py.algo.discovery.footprints.tree.variants module pm4py.algo.discovery.footprints.tree.variants.bottomup module pm4py.algo.discovery.genetic module pm4py.algo.discovery.genetic.algorithm module pm4py.algo.discovery.genetic.util module pm4py.algo.discovery.genetic.variants module pm4py.algo.discovery.genetic.variants.classic module pm4py.algo.discovery.heuristics module pm4py.algo.discovery.heuristics.algorithm module pm4py.algo.discovery.heuristics.variants module pm4py.algo.discovery.heuristics.variants.classic module pm4py.algo.discovery.heuristics.variants.plusplus module pm4py.algo.discovery.ilp module pm4py.algo.discovery.ilp.algorithm module pm4py.algo.discovery.ilp.variants module pm4py.algo.discovery.ilp.variants.classic module pm4py.algo.discovery.inductive module pm4py.algo.discovery.inductive.algorithm module pm4py.algo.discovery.inductive.base_case module pm4py.algo.discovery.inductive.base_case.abc module pm4py.algo.discovery.inductive.base_case.empty_log module pm4py.algo.discovery.inductive.base_case.factory module pm4py.algo.discovery.inductive.base_case.single_activity module pm4py.algo.discovery.inductive.cuts module pm4py.algo.discovery.inductive.cuts.abc module pm4py.algo.discovery.inductive.cuts.concurrency module pm4py.algo.discovery.inductive.cuts.factory module pm4py.algo.discovery.inductive.cuts.loop module pm4py.algo.discovery.inductive.cuts.sequence module pm4py.algo.discovery.inductive.cuts.utils module pm4py.algo.discovery.inductive.cuts.xor module pm4py.algo.discovery.inductive.dtypes module pm4py.algo.discovery.inductive.dtypes.im_dfg module pm4py.algo.discovery.inductive.dtypes.im_ds module pm4py.algo.discovery.inductive.fall_through module pm4py.algo.discovery.inductive.fall_through.abc module pm4py.algo.discovery.inductive.fall_through.activity_concurrent module pm4py.algo.discovery.inductive.fall_through.activity_once_per_trace module pm4py.algo.discovery.inductive.fall_through.empty_traces module pm4py.algo.discovery.inductive.fall_through.factory module pm4py.algo.discovery.inductive.fall_through.flower module pm4py.algo.discovery.inductive.fall_through.strict_tau_loop module pm4py.algo.discovery.inductive.fall_through.tau_loop module pm4py.algo.discovery.inductive.variants module pm4py.algo.discovery.inductive.variants.abc module pm4py.algo.discovery.inductive.variants.im module pm4py.algo.discovery.inductive.variants.imd module pm4py.algo.discovery.inductive.variants.imf module pm4py.algo.discovery.inductive.variants.instances module pm4py.algo.discovery.log_skeleton module pm4py.algo.discovery.log_skeleton.algorithm module pm4py.algo.discovery.log_skeleton.trace_skel module pm4py.algo.discovery.log_skeleton.variants module pm4py.algo.discovery.log_skeleton.variants.classic module pm4py.algo.discovery.minimum_self_distance module pm4py.algo.discovery.minimum_self_distance.algorithm module pm4py.algo.discovery.minimum_self_distance.utils module pm4py.algo.discovery.minimum_self_distance.variants module pm4py.algo.discovery.minimum_self_distance.variants.log module pm4py.algo.discovery.minimum_self_distance.variants.pandas module pm4py.algo.discovery.minimum_self_distance.variants.polars module pm4py.algo.discovery.ocel module pm4py.algo.discovery.ocel.etot module pm4py.algo.discovery.ocel.etot.algorithm module pm4py.algo.discovery.ocel.etot.variants module pm4py.algo.discovery.ocel.etot.variants.classic module pm4py.algo.discovery.ocel.interleavings module pm4py.algo.discovery.ocel.interleavings.algorithm module pm4py.algo.discovery.ocel.interleavings.utils module pm4py.algo.discovery.ocel.interleavings.utils.merge_dataframe_rel_cases module pm4py.algo.discovery.ocel.interleavings.variants module pm4py.algo.discovery.ocel.interleavings.variants.timestamp_interleavings module pm4py.algo.discovery.ocel.link_analysis module pm4py.algo.discovery.ocel.link_analysis.algorithm module pm4py.algo.discovery.ocel.link_analysis.variants module pm4py.algo.discovery.ocel.link_analysis.variants.classic module pm4py.algo.discovery.ocel.ocdfg module pm4py.algo.discovery.ocel.ocdfg.algorithm module pm4py.algo.discovery.ocel.ocdfg.variants module pm4py.algo.discovery.ocel.ocdfg.variants.classic module pm4py.algo.discovery.ocel.ocpn module pm4py.algo.discovery.ocel.ocpn.algorithm module pm4py.algo.discovery.ocel.ocpn.variants module pm4py.algo.discovery.ocel.ocpn.variants.classic module pm4py.algo.discovery.ocel.ocpn.variants.wo_annotation module pm4py.algo.discovery.ocel.otg module pm4py.algo.discovery.ocel.otg.algorithm module pm4py.algo.discovery.ocel.otg.variants module pm4py.algo.discovery.ocel.otg.variants.classic module pm4py.algo.discovery.ocel.saw_nets module pm4py.algo.discovery.ocel.saw_nets.algorithm module pm4py.algo.discovery.ocel.saw_nets.variants module pm4py.algo.discovery.ocel.saw_nets.variants.classic module pm4py.algo.discovery.performance_spectrum module pm4py.algo.discovery.performance_spectrum.algorithm module pm4py.algo.discovery.performance_spectrum.variants module pm4py.algo.discovery.performance_spectrum.variants.dataframe module pm4py.algo.discovery.performance_spectrum.variants.dataframe_disconnected module pm4py.algo.discovery.performance_spectrum.variants.lazyframe module pm4py.algo.discovery.performance_spectrum.variants.lazyframe_disconnected module pm4py.algo.discovery.performance_spectrum.variants.log module pm4py.algo.discovery.performance_spectrum.variants.log_disconnected module pm4py.algo.discovery.powl module pm4py.algo.discovery.powl.algorithm module pm4py.algo.discovery.powl.inductive module pm4py.algo.discovery.powl.inductive.base_case module pm4py.algo.discovery.powl.inductive.base_case.abc module pm4py.algo.discovery.powl.inductive.base_case.empty_log module pm4py.algo.discovery.powl.inductive.base_case.factory module pm4py.algo.discovery.powl.inductive.base_case.single_activity module pm4py.algo.discovery.powl.inductive.cuts module pm4py.algo.discovery.powl.inductive.cuts.concurrency module pm4py.algo.discovery.powl.inductive.cuts.factory module pm4py.algo.discovery.powl.inductive.cuts.loop module pm4py.algo.discovery.powl.inductive.cuts.sequence module pm4py.algo.discovery.powl.inductive.cuts.xor module pm4py.algo.discovery.powl.inductive.fall_through module pm4py.algo.discovery.powl.inductive.fall_through.activity_concurrent module pm4py.algo.discovery.powl.inductive.fall_through.activity_once_per_trace module pm4py.algo.discovery.powl.inductive.fall_through.empty_traces module pm4py.algo.discovery.powl.inductive.fall_through.factory module pm4py.algo.discovery.powl.inductive.fall_through.flower module pm4py.algo.discovery.powl.inductive.fall_through.strict_tau_loop module pm4py.algo.discovery.powl.inductive.fall_through.tau_loop module pm4py.algo.discovery.powl.inductive.utils module pm4py.algo.discovery.powl.inductive.utils.filtering module pm4py.algo.discovery.powl.inductive.variants module pm4py.algo.discovery.powl.inductive.variants.brute_force module pm4py.algo.discovery.powl.inductive.variants.brute_force.bf_partial_order_cut module pm4py.algo.discovery.powl.inductive.variants.brute_force.factory module pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering module pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering.dynamic_clustering_partial_order_cut module pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering.factory module pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering_frequency module pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering_frequency.dynamic_clustering_frequency_partial_order_cut module pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering_frequency.factory module pm4py.algo.discovery.powl.inductive.variants.im_brute_force module pm4py.algo.discovery.powl.inductive.variants.im_dynamic_clustering module pm4py.algo.discovery.powl.inductive.variants.im_dynamic_clustering_frequencies module pm4py.algo.discovery.powl.inductive.variants.im_maximal module pm4py.algo.discovery.powl.inductive.variants.im_tree module pm4py.algo.discovery.powl.inductive.variants.maximal module pm4py.algo.discovery.powl.inductive.variants.maximal.factory module pm4py.algo.discovery.powl.inductive.variants.maximal.maximal_partial_order_cut module pm4py.algo.discovery.powl.inductive.variants.powl_discovery_varaints module pm4py.algo.discovery.temporal_profile module pm4py.algo.discovery.temporal_profile.algorithm module pm4py.algo.discovery.temporal_profile.variants module pm4py.algo.discovery.temporal_profile.variants.dataframe module pm4py.algo.discovery.temporal_profile.variants.log module pm4py.algo.discovery.transition_system module pm4py.algo.discovery.transition_system.algorithm module pm4py.algo.discovery.transition_system.variants module pm4py.algo.discovery.transition_system.variants.view_based module pm4py.algo.evaluation module pm4py.algo.evaluation.algorithm module pm4py.algo.evaluation.earth_mover_distance module pm4py.algo.evaluation.earth_mover_distance.algorithm module pm4py.algo.evaluation.earth_mover_distance.variants module pm4py.algo.evaluation.earth_mover_distance.variants.pyemd module pm4py.algo.evaluation.generalization module pm4py.algo.evaluation.generalization.algorithm module pm4py.algo.evaluation.generalization.variants module pm4py.algo.evaluation.generalization.variants.token_based module pm4py.algo.evaluation.precision module pm4py.algo.evaluation.precision.algorithm module pm4py.algo.evaluation.precision.dfg module pm4py.algo.evaluation.precision.dfg.algorithm module pm4py.algo.evaluation.precision.utils module pm4py.algo.evaluation.precision.variants module pm4py.algo.evaluation.precision.variants.align_etconformance module pm4py.algo.evaluation.precision.variants.automaton_after_align module pm4py.algo.evaluation.precision.variants.etconformance_token module pm4py.algo.evaluation.replay_fitness module pm4py.algo.evaluation.replay_fitness.algorithm module pm4py.algo.evaluation.replay_fitness.variants module pm4py.algo.evaluation.replay_fitness.variants.alignment_based module pm4py.algo.evaluation.replay_fitness.variants.token_replay module pm4py.algo.evaluation.simplicity module pm4py.algo.evaluation.simplicity.algorithm module pm4py.algo.evaluation.simplicity.variants module pm4py.algo.evaluation.simplicity.variants.arc_degree module pm4py.algo.evaluation.simplicity.variants.extended_cardoso module pm4py.algo.evaluation.simplicity.variants.extended_cyclomatic module pm4py.algo.filtering module pm4py.algo.filtering.common module pm4py.algo.filtering.common.attributes module pm4py.algo.filtering.common.attributes.attributes_common module pm4py.algo.filtering.common.end_activities module pm4py.algo.filtering.common.end_activities.end_activities_common module pm4py.algo.filtering.common.filtering_constants module pm4py.algo.filtering.common.start_activities module pm4py.algo.filtering.common.start_activities.start_activities_common module pm4py.algo.filtering.common.timestamp module pm4py.algo.filtering.common.timestamp.timestamp_common module pm4py.algo.filtering.common.traces module pm4py.algo.filtering.common.traces.infix_to_regex module pm4py.algo.filtering.dfg module pm4py.algo.filtering.dfg.dfg_filtering module pm4py.algo.filtering.log module pm4py.algo.filtering.log.attr_value_repetition module pm4py.algo.filtering.log.attr_value_repetition.filter module pm4py.algo.filtering.log.attributes module pm4py.algo.filtering.log.attributes.attributes_filter module pm4py.algo.filtering.log.between module pm4py.algo.filtering.log.between.between_filter module pm4py.algo.filtering.log.cases module pm4py.algo.filtering.log.cases.case_filter module pm4py.algo.filtering.log.end_activities module pm4py.algo.filtering.log.end_activities.end_activities_filter module pm4py.algo.filtering.log.ltl module pm4py.algo.filtering.log.ltl.ltl_checker module pm4py.algo.filtering.log.paths module pm4py.algo.filtering.log.paths.paths_filter module pm4py.algo.filtering.log.prefixes module pm4py.algo.filtering.log.prefixes.prefix_filter module pm4py.algo.filtering.log.rework module pm4py.algo.filtering.log.rework.rework_filter module pm4py.algo.filtering.log.start_activities module pm4py.algo.filtering.log.start_activities.start_activities_filter module pm4py.algo.filtering.log.suffixes module pm4py.algo.filtering.log.suffixes.suffix_filter module pm4py.algo.filtering.log.timestamp module pm4py.algo.filtering.log.timestamp.timestamp_filter module pm4py.algo.filtering.log.traces module pm4py.algo.filtering.log.traces.trace_filter module pm4py.algo.filtering.log.variants module pm4py.algo.filtering.log.variants.variants_filter module pm4py.algo.filtering.ocel module pm4py.algo.filtering.ocel.activity_type_matching module pm4py.algo.filtering.ocel.event_attributes module pm4py.algo.filtering.ocel.object_attributes module pm4py.algo.filtering.ocel.objects_ot_count module pm4py.algo.filtering.ocel.ot_endpoints module pm4py.algo.filtering.pandas module pm4py.algo.filtering.pandas.activity_split module pm4py.algo.filtering.pandas.activity_split.activity_split_filter module pm4py.algo.filtering.pandas.attr_value_repetition module pm4py.algo.filtering.pandas.attr_value_repetition.filter module pm4py.algo.filtering.pandas.attributes module pm4py.algo.filtering.pandas.attributes.attributes_filter module pm4py.algo.filtering.pandas.between module pm4py.algo.filtering.pandas.between.between_filter module pm4py.algo.filtering.pandas.cases module pm4py.algo.filtering.pandas.cases.case_filter module pm4py.algo.filtering.pandas.consecutive_act_case_grouping module pm4py.algo.filtering.pandas.consecutive_act_case_grouping.consecutive_act_case_grouping_filter module pm4py.algo.filtering.pandas.end_activities module pm4py.algo.filtering.pandas.end_activities.end_activities_filter module pm4py.algo.filtering.pandas.ends_with module pm4py.algo.filtering.pandas.ends_with.ends_with_filter module pm4py.algo.filtering.pandas.ltl module pm4py.algo.filtering.pandas.ltl.ltl_checker module pm4py.algo.filtering.pandas.paths module pm4py.algo.filtering.pandas.paths.paths_filter module pm4py.algo.filtering.pandas.pd_filtering_constants module pm4py.algo.filtering.pandas.prefixes module pm4py.algo.filtering.pandas.prefixes.prefix_filter module pm4py.algo.filtering.pandas.rework module pm4py.algo.filtering.pandas.rework.rework_filter module pm4py.algo.filtering.pandas.start_activities module pm4py.algo.filtering.pandas.start_activities.start_activities_filter module pm4py.algo.filtering.pandas.starts_with module pm4py.algo.filtering.pandas.starts_with.starts_with_filter module pm4py.algo.filtering.pandas.suffixes module pm4py.algo.filtering.pandas.suffixes.suffix_filter module pm4py.algo.filtering.pandas.timestamp module pm4py.algo.filtering.pandas.timestamp.timestamp_filter module pm4py.algo.filtering.pandas.timestamp_case_grouping module pm4py.algo.filtering.pandas.timestamp_case_grouping.timestamp_case_grouping_filter module pm4py.algo.filtering.pandas.traces module pm4py.algo.filtering.pandas.traces.trace_filter module pm4py.algo.filtering.pandas.variants module pm4py.algo.filtering.pandas.variants.variants_filter module pm4py.algo.filtering.polars module pm4py.algo.filtering.polars.activity_split module pm4py.algo.filtering.polars.activity_split.activity_split_filter module pm4py.algo.filtering.polars.attr_value_repetition module pm4py.algo.filtering.polars.attr_value_repetition.filter module pm4py.algo.filtering.polars.attributes module pm4py.algo.filtering.polars.attributes.attributes_filter module pm4py.algo.filtering.polars.between module pm4py.algo.filtering.polars.between.between_filter module pm4py.algo.filtering.polars.cases module pm4py.algo.filtering.polars.cases.case_filter module pm4py.algo.filtering.polars.consecutive_act_case_grouping module pm4py.algo.filtering.polars.consecutive_act_case_grouping.consecutive_act_case_grouping_filter module pm4py.algo.filtering.polars.end_activities module pm4py.algo.filtering.polars.end_activities.end_activities_filter module pm4py.algo.filtering.polars.ends_with module pm4py.algo.filtering.polars.ends_with.ends_with_filter module pm4py.algo.filtering.polars.ltl module pm4py.algo.filtering.polars.ltl.ltl_checker module pm4py.algo.filtering.polars.paths module pm4py.algo.filtering.polars.paths.paths_filter module pm4py.algo.filtering.polars.polars_filtering_constants module pm4py.algo.filtering.polars.prefixes module pm4py.algo.filtering.polars.prefixes.prefix_filter module pm4py.algo.filtering.polars.rework module pm4py.algo.filtering.polars.rework.rework_filter module pm4py.algo.filtering.polars.start_activities module pm4py.algo.filtering.polars.start_activities.start_activities_filter module pm4py.algo.filtering.polars.starts_with module pm4py.algo.filtering.polars.starts_with.starts_with_filter module pm4py.algo.filtering.polars.suffixes module pm4py.algo.filtering.polars.suffixes.suffix_filter module pm4py.algo.filtering.polars.timestamp module pm4py.algo.filtering.polars.timestamp.timestamp_filter module pm4py.algo.filtering.polars.timestamp_case_grouping module pm4py.algo.filtering.polars.timestamp_case_grouping.timestamp_case_grouping_filter module pm4py.algo.filtering.polars.traces module pm4py.algo.filtering.polars.traces.trace_filter module pm4py.algo.filtering.polars.variants module pm4py.algo.filtering.polars.variants.variants_filter module pm4py.algo.label_splitting module pm4py.algo.label_splitting.algorithm module pm4py.algo.label_splitting.variants module pm4py.algo.label_splitting.variants.contextual module pm4py.algo.merging module pm4py.algo.merging.case_relations module pm4py.algo.merging.case_relations.algorithm module pm4py.algo.merging.case_relations.variants module pm4py.algo.merging.case_relations.variants.pandas module pm4py.algo.organizational_mining module pm4py.algo.organizational_mining.local_diagnostics module pm4py.algo.organizational_mining.local_diagnostics.algorithm module pm4py.algo.organizational_mining.network_analysis module pm4py.algo.organizational_mining.network_analysis.algorithm module pm4py.algo.organizational_mining.network_analysis.variants module pm4py.algo.organizational_mining.network_analysis.variants.dataframe module pm4py.algo.organizational_mining.resource_profiles module pm4py.algo.organizational_mining.resource_profiles.algorithm module pm4py.algo.organizational_mining.resource_profiles.variants module pm4py.algo.organizational_mining.resource_profiles.variants.log module pm4py.algo.organizational_mining.resource_profiles.variants.pandas module pm4py.algo.organizational_mining.roles module pm4py.algo.organizational_mining.roles.algorithm module pm4py.algo.organizational_mining.roles.common module pm4py.algo.organizational_mining.roles.common.algorithm module pm4py.algo.organizational_mining.roles.variants module pm4py.algo.organizational_mining.roles.variants.log module pm4py.algo.organizational_mining.roles.variants.pandas module pm4py.algo.organizational_mining.sna module pm4py.algo.organizational_mining.sna.algorithm module pm4py.algo.organizational_mining.sna.util module pm4py.algo.organizational_mining.sna.variants module pm4py.algo.organizational_mining.sna.variants.log module pm4py.algo.organizational_mining.sna.variants.log.handover module pm4py.algo.organizational_mining.sna.variants.log.jointactivities module pm4py.algo.organizational_mining.sna.variants.log.subcontracting module pm4py.algo.organizational_mining.sna.variants.log.working_together module pm4py.algo.organizational_mining.sna.variants.pandas module pm4py.algo.organizational_mining.sna.variants.pandas.handover module pm4py.algo.organizational_mining.sna.variants.pandas.jointactivities module pm4py.algo.organizational_mining.sna.variants.pandas.subcontracting module pm4py.algo.organizational_mining.sna.variants.pandas.working_together module pm4py.algo.organizational_mining.util module pm4py.algo.querying module pm4py.algo.querying.llm module pm4py.algo.querying.llm.abstractions module pm4py.algo.querying.llm.abstractions.case_to_descr module pm4py.algo.querying.llm.abstractions.declare_to_descr module pm4py.algo.querying.llm.abstractions.log_to_cols_descr module pm4py.algo.querying.llm.abstractions.log_to_dfg_descr module pm4py.algo.querying.llm.abstractions.log_to_fea_descr module pm4py.algo.querying.llm.abstractions.log_to_variants_descr module pm4py.algo.querying.llm.abstractions.logske_to_descr module pm4py.algo.querying.llm.abstractions.net_to_descr module pm4py.algo.querying.llm.abstractions.ocel_fea_descr module pm4py.algo.querying.llm.abstractions.ocel_ocdfg_descr module pm4py.algo.querying.llm.abstractions.stream_to_descr module pm4py.algo.querying.llm.abstractions.tempprofile_to_descr module pm4py.algo.querying.llm.connectors module pm4py.algo.querying.llm.connectors.anthropic module pm4py.algo.querying.llm.connectors.google module pm4py.algo.querying.llm.connectors.openai module pm4py.algo.querying.llm.injection module pm4py.algo.querying.llm.injection.algorithm module pm4py.algo.querying.llm.injection.db_knowledge module pm4py.algo.querying.llm.injection.db_knowledge.algorithm module pm4py.algo.querying.llm.injection.db_knowledge.variants module pm4py.algo.querying.llm.injection.db_knowledge.variants.pandas_duckdb module pm4py.algo.querying.llm.injection.db_knowledge.variants.sqlite3_traditional module pm4py.algo.querying.llm.injection.pm_knowledge module pm4py.algo.querying.llm.injection.pm_knowledge.algorithm module pm4py.algo.querying.llm.injection.pm_knowledge.variants module pm4py.algo.querying.llm.injection.pm_knowledge.variants.ocel20 module pm4py.algo.querying.llm.injection.pm_knowledge.variants.traditional module pm4py.algo.querying.llm.utils module pm4py.algo.querying.llm.utils.sql_utils module pm4py.algo.reduction module pm4py.algo.reduction.process_tree module pm4py.algo.reduction.process_tree.reducer module pm4py.algo.reduction.process_tree.variants module pm4py.algo.reduction.process_tree.variants.tree_tr_based module

pm4py.algo.simulation module pm4py.algo.simulation.montecarlo module pm4py.algo.simulation.montecarlo.algorithm module pm4py.algo.simulation.montecarlo.utils module pm4py.algo.simulation.montecarlo.utils.replay module pm4py.algo.simulation.montecarlo.variants module pm4py.algo.simulation.montecarlo.variants.petri_semaph_fifo module pm4py.algo.simulation.playout module pm4py.algo.simulation.playout.declare module pm4py.algo.simulation.playout.declare.algorithm module pm4py.algo.simulation.playout.declare.variants module pm4py.algo.simulation.playout.declare.variants.classic module pm4py.algo.simulation.playout.dfg module pm4py.algo.simulation.playout.dfg.algorithm module pm4py.algo.simulation.playout.dfg.variants module pm4py.algo.simulation.playout.dfg.variants.classic module pm4py.algo.simulation.playout.dfg.variants.performance module pm4py.algo.simulation.playout.oc_causal_net module pm4py.algo.simulation.playout.oc_causal_net.algorithm module pm4py.algo.simulation.playout.oc_causal_net.variants module pm4py.algo.simulation.playout.oc_causal_net.variants.extensive module pm4py.algo.simulation.playout.ocpn module pm4py.algo.simulation.playout.ocpn.algorithm module pm4py.algo.simulation.playout.ocpn.variants module pm4py.algo.simulation.playout.ocpn.variants.extensive module pm4py.algo.simulation.playout.ocpn.variants.utils module pm4py.algo.simulation.playout.petri_net module pm4py.algo.simulation.playout.petri_net.algorithm module pm4py.algo.simulation.playout.petri_net.variants module pm4py.algo.simulation.playout.petri_net.variants.basic_playout module pm4py.algo.simulation.playout.petri_net.variants.extensive module pm4py.algo.simulation.playout.petri_net.variants.stochastic_playout module pm4py.algo.simulation.playout.process_tree module pm4py.algo.simulation.playout.process_tree.algorithm module pm4py.algo.simulation.playout.process_tree.variants module pm4py.algo.simulation.playout.process_tree.variants.basic_playout module pm4py.algo.simulation.playout.process_tree.variants.extensive module pm4py.algo.simulation.playout.process_tree.variants.topbottom module pm4py.algo.simulation.tree_generator module pm4py.algo.simulation.tree_generator.algorithm module pm4py.algo.simulation.tree_generator.variants module pm4py.algo.simulation.tree_generator.variants.basic module pm4py.algo.simulation.tree_generator.variants.ptandloggenerator module pm4py.algo.transformation module pm4py.algo.transformation.log_to_features module pm4py.algo.transformation.log_to_features.algorithm module pm4py.algo.transformation.log_to_features.util module pm4py.algo.transformation.log_to_features.util.locally_linear_embedding module pm4py.algo.transformation.log_to_features.variants module pm4py.algo.transformation.log_to_features.variants.event_based module pm4py.algo.transformation.log_to_features.variants.temporal module pm4py.algo.transformation.log_to_features.variants.temporal_lazy module pm4py.algo.transformation.log_to_features.variants.trace_based module pm4py.algo.transformation.log_to_interval_tree module pm4py.algo.transformation.log_to_interval_tree.algorithm module pm4py.algo.transformation.log_to_interval_tree.variants module pm4py.algo.transformation.log_to_interval_tree.variants.open_paths module pm4py.algo.transformation.log_to_target module pm4py.algo.transformation.log_to_target.algorithm module pm4py.algo.transformation.log_to_target.variants module pm4py.algo.transformation.log_to_target.variants.next_activity module pm4py.algo.transformation.log_to_target.variants.next_time module pm4py.algo.transformation.log_to_target.variants.remaining_time module pm4py.algo.transformation.log_to_trie module pm4py.algo.transformation.log_to_trie.algorithm module pm4py.algo.transformation.ocel module pm4py.algo.transformation.ocel.description module pm4py.algo.transformation.ocel.description.algorithm module pm4py.algo.transformation.ocel.description.variants module pm4py.algo.transformation.ocel.description.variants.variant1 module pm4py.algo.transformation.ocel.description.variants.variant2 module pm4py.algo.transformation.ocel.features module pm4py.algo.transformation.ocel.features.events module pm4py.algo.transformation.ocel.features.events.algorithm module pm4py.algo.transformation.ocel.features.events.event_activity module pm4py.algo.transformation.ocel.features.events.event_end_ot module pm4py.algo.transformation.ocel.features.events.event_num_attributes module pm4py.algo.transformation.ocel.features.events.event_num_rel_objs module pm4py.algo.transformation.ocel.features.events.event_num_rel_objs_type module pm4py.algo.transformation.ocel.features.events.event_start_ot module pm4py.algo.transformation.ocel.features.events.event_str_attributes module pm4py.algo.transformation.ocel.features.events.event_timestamp module pm4py.algo.transformation.ocel.features.events.new_interactions module pm4py.algo.transformation.ocel.features.events.related_objects_features module pm4py.algo.transformation.ocel.features.events_objects module pm4py.algo.transformation.ocel.features.events_objects.algorithm module pm4py.algo.transformation.ocel.features.events_objects.prefix_features module pm4py.algo.transformation.ocel.features.objects module pm4py.algo.transformation.ocel.features.objects.algorithm module pm4py.algo.transformation.ocel.features.objects.obj_con_in_graph_features module pm4py.algo.transformation.ocel.features.objects.object_cobirth_graph module pm4py.algo.transformation.ocel.features.objects.object_codeath_graph module pm4py.algo.transformation.ocel.features.objects.object_degree_centrality module pm4py.algo.transformation.ocel.features.objects.object_general_descendants_graph module pm4py.algo.transformation.ocel.features.objects.object_general_inheritance_graph module pm4py.algo.transformation.ocel.features.objects.object_general_interaction_graph module pm4py.algo.transformation.ocel.features.objects.object_lifecycle_activities module pm4py.algo.transformation.ocel.features.objects.object_lifecycle_duration module pm4py.algo.transformation.ocel.features.objects.object_lifecycle_length module pm4py.algo.transformation.ocel.features.objects.object_lifecycle_paths module pm4py.algo.transformation.ocel.features.objects.object_lifecycle_unq_act module pm4py.algo.transformation.ocel.features.objects.object_num_attributes module pm4py.algo.transformation.ocel.features.objects.object_str_attributes module pm4py.algo.transformation.ocel.features.objects.object_work_in_progress module pm4py.algo.transformation.ocel.features.objects.objects_interaction_graph_ot module pm4py.algo.transformation.ocel.features.objects.related_activities_features module pm4py.algo.transformation.ocel.features.objects.related_events_features module pm4py.algo.transformation.ocel.graphs module pm4py.algo.transformation.ocel.graphs.object_cobirth_graph module pm4py.algo.transformation.ocel.graphs.object_codeath_graph module pm4py.algo.transformation.ocel.graphs.object_descendants_graph module pm4py.algo.transformation.ocel.graphs.object_inheritance_graph module pm4py.algo.transformation.ocel.graphs.object_interaction_graph module pm4py.algo.transformation.ocel.graphs.ocel20_computation module pm4py.algo.transformation.ocel.split_ocel module pm4py.algo.transformation.ocel.split_ocel.algorithm module pm4py.algo.transformation.ocel.split_ocel.variants module pm4py.algo.transformation.ocel.split_ocel.variants.ancestors_descendants module pm4py.algo.transformation.ocel.split_ocel.variants.connected_components module pm4py.algo.transformation.to_embeddings module pm4py.algo.transformation.to_embeddings.algorithm module pm4py.algo.transformation.to_embeddings.util module pm4py.algo.transformation.to_embeddings.util.embed_sentence module pm4py.algo.transformation.to_embeddings.util.similarity module pm4py.algo.transformation.to_embeddings.variants module pm4py.algo.transformation.to_embeddings.variants.cases_transformers module pm4py.algo.transformation.to_embeddings.variants.events_transformers module pm4py.analysis module pm4py.cli module pm4py.conformance module pm4py.connectors module pm4py.convert module pm4py.discovery module pm4py.filtering module pm4py.hof module pm4py.llm module pm4py.meta module pm4py.ml module pm4py.objects module pm4py.objects.bpmn module pm4py.objects.bpmn.exporter module pm4py.objects.bpmn.exporter.exporter module pm4py.objects.bpmn.exporter.variants module pm4py.objects.bpmn.exporter.variants.etree module pm4py.objects.bpmn.importer module pm4py.objects.bpmn.importer.importer module pm4py.objects.bpmn.importer.variants module pm4py.objects.bpmn.importer.variants.lxml module pm4py.objects.bpmn.layout module pm4py.objects.bpmn.layout.layouter module pm4py.objects.bpmn.layout.variants module pm4py.objects.bpmn.layout.variants.graphviz module pm4py.objects.bpmn.layout.variants.graphviz_new module pm4py.objects.bpmn.obj module pm4py.objects.bpmn.semantics module pm4py.objects.bpmn.util module pm4py.objects.bpmn.util.bpmn_utils module pm4py.objects.bpmn.util.label_replacing module pm4py.objects.bpmn.util.reduction module pm4py.objects.bpmn.util.sorting module pm4py.objects.conversion module pm4py.objects.conversion.bpmn module pm4py.objects.conversion.bpmn.converter module pm4py.objects.conversion.bpmn.variants module pm4py.objects.conversion.bpmn.variants.to_petri_net module pm4py.objects.conversion.dfg module pm4py.objects.conversion.dfg.converter module pm4py.objects.conversion.dfg.variants module pm4py.objects.conversion.dfg.variants.to_petri_net_activity_defines_place module pm4py.objects.conversion.dfg.variants.to_petri_net_invisibles_no_duplicates module pm4py.objects.conversion.genetic_matrix module pm4py.objects.conversion.genetic_matrix.converter module pm4py.objects.conversion.genetic_matrix.variants module pm4py.objects.conversion.genetic_matrix.variants.to_petri_net module pm4py.objects.conversion.heuristics_net module pm4py.objects.conversion.heuristics_net.converter module pm4py.objects.conversion.heuristics_net.variants module pm4py.objects.conversion.heuristics_net.variants.to_petri_net module pm4py.objects.conversion.log module pm4py.objects.conversion.log.constants module pm4py.objects.conversion.log.converter module pm4py.objects.conversion.log.variants module pm4py.objects.conversion.log.variants.df_to_event_log_1v module pm4py.objects.conversion.log.variants.df_to_event_log_nv module pm4py.objects.conversion.log.variants.to_data_frame module pm4py.objects.conversion.log.variants.to_event_log module pm4py.objects.conversion.log.variants.to_event_stream module pm4py.objects.conversion.log.variants.to_nx module pm4py.objects.conversion.ocel module pm4py.objects.conversion.ocel.converter module pm4py.objects.conversion.ocel.variants module pm4py.objects.conversion.ocel.variants.ocel_features_to_nx module pm4py.objects.conversion.ocel.variants.ocel_to_nx module pm4py.objects.conversion.powl module pm4py.objects.conversion.powl.converter module pm4py.objects.conversion.powl.variants module pm4py.objects.conversion.powl.variants.to_petri_net module pm4py.objects.conversion.powl.variants.to_process_tree module pm4py.objects.conversion.process_tree module pm4py.objects.conversion.process_tree.converter module pm4py.objects.conversion.process_tree.variants module pm4py.objects.conversion.process_tree.variants.to_bpmn module pm4py.objects.conversion.process_tree.variants.to_petri_net module pm4py.objects.conversion.process_tree.variants.to_petri_net_transition_bordered module pm4py.objects.conversion.process_tree.variants.to_powl module pm4py.objects.conversion.trie module pm4py.objects.conversion.trie.converter module pm4py.objects.conversion.trie.variants module pm4py.objects.conversion.trie.variants.to_petri_net module pm4py.objects.conversion.wf_net module pm4py.objects.conversion.wf_net.converter module pm4py.objects.conversion.wf_net.variants module pm4py.objects.conversion.wf_net.variants.to_bpmn module pm4py.objects.conversion.wf_net.variants.to_powl module pm4py.objects.conversion.wf_net.variants.to_process_tree module pm4py.objects.dfg module pm4py.objects.dfg.exporter module pm4py.objects.dfg.exporter.exporter module pm4py.objects.dfg.exporter.variants module pm4py.objects.dfg.exporter.variants.classic module pm4py.objects.dfg.filtering module pm4py.objects.dfg.filtering.dfg_filtering module pm4py.objects.dfg.importer module pm4py.objects.dfg.importer.importer module pm4py.objects.dfg.importer.variants module pm4py.objects.dfg.importer.variants.classic module pm4py.objects.dfg.obj module pm4py.objects.dfg.retrieval module pm4py.objects.dfg.retrieval.log module pm4py.objects.dfg.retrieval.pandas module pm4py.objects.dfg.util module pm4py.objects.dfg.utils module pm4py.objects.dfg.utils.dfg_utils module pm4py.objects.genetic_matrix module pm4py.objects.genetic_matrix.obj module pm4py.objects.heuristics_net module pm4py.objects.heuristics_net.defaults module pm4py.objects.heuristics_net.edge module pm4py.objects.heuristics_net.node module pm4py.objects.heuristics_net.obj module pm4py.objects.log module pm4py.objects.log.exporter module pm4py.objects.log.exporter.xes module pm4py.objects.log.exporter.xes.exporter module pm4py.objects.log.exporter.xes.util module pm4py.objects.log.exporter.xes.util.compression module pm4py.objects.log.exporter.xes.variants module pm4py.objects.log.exporter.xes.variants.etree_xes_exp module pm4py.objects.log.exporter.xes.variants.line_by_line module pm4py.objects.log.importer module pm4py.objects.log.importer.xes module pm4py.objects.log.importer.xes.importer module pm4py.objects.log.importer.xes.variants module pm4py.objects.log.importer.xes.variants.chunk_regex module pm4py.objects.log.importer.xes.variants.iterparse module pm4py.objects.log.importer.xes.variants.iterparse_20 module pm4py.objects.log.importer.xes.variants.iterparse_mem_compressed module pm4py.objects.log.importer.xes.variants.line_by_line module pm4py.objects.log.importer.xes.variants.rustxes module pm4py.objects.log.obj module pm4py.objects.log.util module pm4py.objects.log.util.activities_to_alphabet module pm4py.objects.log.util.artificial module pm4py.objects.log.util.basic_filter module pm4py.objects.log.util.dataframe_utils module pm4py.objects.log.util.df_extra_utils module pm4py.objects.log.util.df_features_utils module pm4py.objects.log.util.filtering_utils module pm4py.objects.log.util.get_class_representation module pm4py.objects.log.util.get_log_encoded module pm4py.objects.log.util.get_prefixes module pm4py.objects.log.util.index_attribute module pm4py.objects.log.util.insert_classifier module pm4py.objects.log.util.interval_lifecycle module pm4py.objects.log.util.log module pm4py.objects.log.util.log_regex module pm4py.objects.log.util.move_attrs_to_trace module pm4py.objects.log.util.pandas_log_wrapper module pm4py.objects.log.util.pandas_numpy_variants module pm4py.objects.log.util.pl_lazy_extra_utils module pm4py.objects.log.util.pl_lazy_fea_utils module pm4py.objects.log.util.sampling module pm4py.objects.log.util.sorting module pm4py.objects.log.util.split_train_test module pm4py.objects.log.util.xes module pm4py.objects.oc_causal_net module pm4py.objects.oc_causal_net.converter module pm4py.objects.oc_causal_net.creation module pm4py.objects.oc_causal_net.creation.factory module pm4py.objects.oc_causal_net.obj module pm4py.objects.oc_causal_net.semantics module pm4py.objects.oc_causal_net.utils module pm4py.objects.oc_causal_net.utils.filters module pm4py.objects.oc_causal_net.utils.occn_utils module pm4py.objects.oc_causal_net.variants module pm4py.objects.oc_causal_net.variants.to_ocpn module pm4py.objects.ocel module pm4py.objects.ocel.constants module pm4py.objects.ocel.exporter module pm4py.objects.ocel.exporter.csv module pm4py.objects.ocel.exporter.csv.exporter module pm4py.objects.ocel.exporter.csv.variants module pm4py.objects.ocel.exporter.csv.variants.pandas module pm4py.objects.ocel.exporter.jsonocel module pm4py.objects.ocel.exporter.jsonocel.exporter module pm4py.objects.ocel.exporter.jsonocel.variants module pm4py.objects.ocel.exporter.jsonocel.variants.classic module pm4py.objects.ocel.exporter.jsonocel.variants.ocel20 module pm4py.objects.ocel.exporter.jsonocel.variants.ocel20_standard module pm4py.objects.ocel.exporter.sqlite module pm4py.objects.ocel.exporter.sqlite.exporter module pm4py.objects.ocel.exporter.sqlite.variants module pm4py.objects.ocel.exporter.sqlite.variants.ocel20 module pm4py.objects.ocel.exporter.sqlite.variants.pandas_exporter module pm4py.objects.ocel.exporter.util module pm4py.objects.ocel.exporter.util.clean_dataframes module pm4py.objects.ocel.exporter.xmlocel module pm4py.objects.ocel.exporter.xmlocel.exporter module pm4py.objects.ocel.exporter.xmlocel.variants module pm4py.objects.ocel.exporter.xmlocel.variants.classic module pm4py.objects.ocel.exporter.xmlocel.variants.ocel20 module pm4py.objects.ocel.importer module pm4py.objects.ocel.importer.csv module pm4py.objects.ocel.importer.csv.importer module pm4py.objects.ocel.importer.csv.variants module pm4py.objects.ocel.importer.csv.variants.pandas module pm4py.objects.ocel.importer.jsonocel module pm4py.objects.ocel.importer.jsonocel.importer module pm4py.objects.ocel.importer.jsonocel.variants module pm4py.objects.ocel.importer.jsonocel.variants.classic module pm4py.objects.ocel.importer.jsonocel.variants.ocel20_rustxes module pm4py.objects.ocel.importer.jsonocel.variants.ocel20_standard module pm4py.objects.ocel.importer.sqlite module pm4py.objects.ocel.importer.sqlite.importer module pm4py.objects.ocel.importer.sqlite.variants module pm4py.objects.ocel.importer.sqlite.variants.ocel20 module pm4py.objects.ocel.importer.sqlite.variants.pandas_importer module pm4py.objects.ocel.importer.xmlocel module pm4py.objects.ocel.importer.xmlocel.importer module pm4py.objects.ocel.importer.xmlocel.variants module pm4py.objects.ocel.importer.xmlocel.variants.classic module pm4py.objects.ocel.importer.xmlocel.variants.ocel20 module pm4py.objects.ocel.importer.xmlocel.variants.ocel20_rustxes module pm4py.objects.ocel.obj module pm4py.objects.ocel.util module pm4py.objects.ocel.util.attributes_names module pm4py.objects.ocel.util.attributes_per_type module pm4py.objects.ocel.util.convergence_divergence_diagnostics module pm4py.objects.ocel.util.e2o_qualification module pm4py.objects.ocel.util.ev_att_to_obj_type module pm4py.objects.ocel.util.event_prefix_suffix_per_obj module pm4py.objects.ocel.util.events_per_object_type module pm4py.objects.ocel.util.events_per_type_per_activity module pm4py.objects.ocel.util.explode module pm4py.objects.ocel.util.extended_table module pm4py.objects.ocel.util.filtering_utils module pm4py.objects.ocel.util.flattening module pm4py.objects.ocel.util.log_ocel module pm4py.objects.ocel.util.names_stripping module pm4py.objects.ocel.util.objects_per_type_per_activity module pm4py.objects.ocel.util.ocel_consistency module pm4py.objects.ocel.util.ocel_iterator module pm4py.objects.ocel.util.ocel_to_dict_types_rel module pm4py.objects.ocel.util.ocel_type_renaming module pm4py.objects.ocel.util.parent_children_ref module pm4py.objects.ocel.util.related_events module pm4py.objects.ocel.util.related_objects module pm4py.objects.ocel.util.rename_objs_ot_tim_lex module pm4py.objects.ocel.util.sampling module pm4py.objects.ocel.validation module pm4py.objects.ocel.validation.jsonocel module pm4py.objects.ocel.validation.ocel20_rel_validation module pm4py.objects.ocel.validation.xmlocel module pm4py.objects.ocpn module pm4py.objects.ocpn.converter module pm4py.objects.ocpn.factory module pm4py.objects.ocpn.obj module pm4py.objects.ocpn.semantics module pm4py.objects.ocpn.utils module pm4py.objects.ocpn.utils.ocpn_utils module pm4py.objects.ocpn.variants module pm4py.objects.ocpn.variants.to_alternative_format module pm4py.objects.ocpn.variants.to_oc_causal_net module pm4py.objects.org module pm4py.objects.org.roles module pm4py.objects.org.roles.obj module pm4py.objects.org.sna module pm4py.objects.org.sna.obj module pm4py.objects.petri_net module pm4py.objects.petri_net.data_petri_nets module pm4py.objects.petri_net.data_petri_nets.data_marking module pm4py.objects.petri_net.data_petri_nets.semantics module pm4py.objects.petri_net.exporter module pm4py.objects.petri_net.exporter.exporter module pm4py.objects.petri_net.exporter.variants module pm4py.objects.petri_net.exporter.variants.pnml module pm4py.objects.petri_net.importer module pm4py.objects.petri_net.importer.importer module pm4py.objects.petri_net.importer.variants module pm4py.objects.petri_net.importer.variants.pnml module pm4py.objects.petri_net.inhibitor_reset module pm4py.objects.petri_net.inhibitor_reset.semantics module pm4py.objects.petri_net.obj module pm4py.objects.petri_net.properties module pm4py.objects.petri_net.saw_net module pm4py.objects.petri_net.saw_net.convert module pm4py.objects.petri_net.saw_net.obj module pm4py.objects.petri_net.saw_net.semantics module pm4py.objects.petri_net.sem_interface module pm4py.objects.petri_net.semantics module pm4py.objects.petri_net.stochastic module pm4py.objects.petri_net.stochastic.obj module pm4py.objects.petri_net.stochastic.semantics module pm4py.objects.petri_net.utils module pm4py.objects.petri_net.utils.align_utils module pm4py.objects.petri_net.utils.check_soundness module pm4py.objects.petri_net.utils.consumption_matrix module pm4py.objects.petri_net.utils.decomposition module pm4py.objects.petri_net.utils.embed_stochastic_map module pm4py.objects.petri_net.utils.embeddings_similarity module pm4py.objects.petri_net.utils.explore_path module pm4py.objects.petri_net.utils.final_marking module pm4py.objects.petri_net.utils.incidence_matrix module pm4py.objects.petri_net.utils.initial_marking module pm4py.objects.petri_net.utils.label_replacing module pm4py.objects.petri_net.utils.murata module pm4py.objects.petri_net.utils.networkx_graph module pm4py.objects.petri_net.utils.obj_marking module pm4py.objects.petri_net.utils.performance_map module pm4py.objects.petri_net.utils.petri_utils module pm4py.objects.petri_net.utils.projection module pm4py.objects.petri_net.utils.reachability_graph module pm4py.objects.petri_net.utils.reduction module pm4py.objects.petri_net.utils.synchronous_product module pm4py.objects.powl module pm4py.objects.powl.BinaryRelation module pm4py.objects.powl.constants module pm4py.objects.powl.obj module pm4py.objects.powl.parser module pm4py.objects.powl.utils module pm4py.objects.powl.utils.label_replacing module pm4py.objects.process_tree module pm4py.objects.process_tree.exporter module pm4py.objects.process_tree.exporter.exporter module pm4py.objects.process_tree.exporter.variants module pm4py.objects.process_tree.exporter.variants.ptml module pm4py.objects.process_tree.importer module pm4py.objects.process_tree.importer.importer module pm4py.objects.process_tree.importer.variants module pm4py.objects.process_tree.importer.variants.ptml module pm4py.objects.process_tree.obj module pm4py.objects.process_tree.semantics module pm4py.objects.process_tree.state module pm4py.objects.process_tree.utils module pm4py.objects.process_tree.utils.bottomup module pm4py.objects.process_tree.utils.generic module pm4py.objects.process_tree.utils.label_replacing module pm4py.objects.process_tree.utils.regex module pm4py.objects.process_tree.utils.struct_similarity module pm4py.objects.random_variables module pm4py.objects.random_variables.basic_structure module pm4py.objects.random_variables.constant0 module pm4py.objects.random_variables.constant0.random_variable module pm4py.objects.random_variables.deterministic module pm4py.objects.random_variables.deterministic.random_variable module pm4py.objects.random_variables.exponential module pm4py.objects.random_variables.exponential.random_variable module pm4py.objects.random_variables.gamma module pm4py.objects.random_variables.gamma.random_variable module pm4py.objects.random_variables.lognormal module pm4py.objects.random_variables.lognormal.random_variable module pm4py.objects.random_variables.normal module pm4py.objects.random_variables.normal.random_variable module pm4py.objects.random_variables.random_variable module pm4py.objects.random_variables.uniform module pm4py.objects.random_variables.uniform.random_variable module pm4py.objects.stochastic_petri module pm4py.objects.stochastic_petri.ctmc module pm4py.objects.stochastic_petri.tangible_reachability module pm4py.objects.stochastic_petri.utils module pm4py.objects.transition_system module pm4py.objects.transition_system.constants module pm4py.objects.transition_system.obj module pm4py.objects.transition_system.utils module pm4py.objects.trie module pm4py.objects.trie.obj module pm4py.ocel module pm4py.org module pm4py.privacy module pm4py.read module pm4py.sim module pm4py.statistics module pm4py.statistics.attributes module pm4py.statistics.attributes.common module pm4py.statistics.attributes.common.get module pm4py.statistics.attributes.log module pm4py.statistics.attributes.log.get module pm4py.statistics.attributes.log.select module pm4py.statistics.attributes.pandas module pm4py.statistics.attributes.pandas.get module pm4py.statistics.attributes.polars module pm4py.statistics.attributes.polars.get module pm4py.statistics.chaotic_activities module pm4py.statistics.chaotic_activities.algorithm module pm4py.statistics.chaotic_activities.variants module pm4py.statistics.chaotic_activities.variants.niek_sidorova module pm4py.statistics.concurrent_activities module pm4py.statistics.concurrent_activities.log module pm4py.statistics.concurrent_activities.log.get module pm4py.statistics.concurrent_activities.pandas module pm4py.statistics.concurrent_activities.pandas.get module pm4py.statistics.concurrent_activities.polars module pm4py.statistics.concurrent_activities.polars.get module pm4py.statistics.end_activities module pm4py.statistics.end_activities.common module pm4py.statistics.end_activities.common.get module pm4py.statistics.end_activities.log module pm4py.statistics.end_activities.log.get module pm4py.statistics.end_activities.pandas module pm4py.statistics.end_activities.pandas.get module pm4py.statistics.end_activities.polars module pm4py.statistics.end_activities.polars.get module pm4py.statistics.eventually_follows module pm4py.statistics.eventually_follows.log module pm4py.statistics.eventually_follows.log.get module pm4py.statistics.eventually_follows.pandas module pm4py.statistics.eventually_follows.pandas.get module pm4py.statistics.eventually_follows.polars module pm4py.statistics.eventually_follows.polars.get module pm4py.statistics.eventually_follows.uvcl module pm4py.statistics.eventually_follows.uvcl.get module pm4py.statistics.ocel module pm4py.statistics.ocel.act_ot_dependent module pm4py.statistics.ocel.act_utils module pm4py.statistics.ocel.edge_metrics module pm4py.statistics.ocel.objects_ot_count module pm4py.statistics.ocel.ot_activities module pm4py.statistics.overlap module pm4py.statistics.overlap.cases module pm4py.statistics.overlap.cases.log module pm4py.statistics.overlap.cases.log.get module pm4py.statistics.overlap.cases.pandas module pm4py.statistics.overlap.cases.pandas.get module pm4py.statistics.overlap.cases.polars module pm4py.statistics.overlap.cases.polars.get module pm4py.statistics.overlap.interval_events module pm4py.statistics.overlap.interval_events.log module pm4py.statistics.overlap.interval_events.log.get module pm4py.statistics.overlap.interval_events.pandas module pm4py.statistics.overlap.interval_events.pandas.get module pm4py.statistics.overlap.interval_events.polars module pm4py.statistics.overlap.interval_events.polars.get module pm4py.statistics.overlap.utils module pm4py.statistics.overlap.utils.compute module pm4py.statistics.passed_time module pm4py.statistics.passed_time.log module pm4py.statistics.passed_time.log.algorithm module pm4py.statistics.passed_time.log.variants module pm4py.statistics.passed_time.log.variants.post module pm4py.statistics.passed_time.log.variants.pre module pm4py.statistics.passed_time.log.variants.prepost module pm4py.statistics.passed_time.pandas module pm4py.statistics.passed_time.pandas.algorithm module pm4py.statistics.passed_time.pandas.variants module pm4py.statistics.passed_time.pandas.variants.post module pm4py.statistics.passed_time.pandas.variants.pre module pm4py.statistics.passed_time.pandas.variants.prepost module pm4py.statistics.passed_time.polars module pm4py.statistics.passed_time.polars.algorithm module pm4py.statistics.passed_time.polars.variants module pm4py.statistics.passed_time.polars.variants.post module pm4py.statistics.passed_time.polars.variants.pre module pm4py.statistics.passed_time.polars.variants.prepost module pm4py.statistics.process_cube module pm4py.statistics.process_cube.algorithm module pm4py.statistics.process_cube.pandas module pm4py.statistics.process_cube.pandas.algorithm module pm4py.statistics.process_cube.pandas.variants module pm4py.statistics.process_cube.pandas.variants.classic module pm4py.statistics.process_cube.variants module pm4py.statistics.process_cube.variants.classic module pm4py.statistics.rework module pm4py.statistics.rework.cases module pm4py.statistics.rework.cases.log module pm4py.statistics.rework.cases.log.get module pm4py.statistics.rework.cases.pandas module pm4py.statistics.rework.cases.pandas.get module pm4py.statistics.rework.cases.polars module pm4py.statistics.rework.cases.polars.get module pm4py.statistics.rework.log module pm4py.statistics.rework.log.get module pm4py.statistics.rework.pandas module pm4py.statistics.rework.pandas.get module pm4py.statistics.rework.polars module pm4py.statistics.rework.polars.get module pm4py.statistics.service_time module pm4py.statistics.service_time.log module pm4py.statistics.service_time.log.get module pm4py.statistics.service_time.pandas module pm4py.statistics.service_time.pandas.get module pm4py.statistics.service_time.polars module pm4py.statistics.service_time.polars.get module pm4py.statistics.sojourn_time module pm4py.statistics.start_activities module pm4py.statistics.start_activities.common module pm4py.statistics.start_activities.common.get module pm4py.statistics.start_activities.log module pm4py.statistics.start_activities.log.get module pm4py.statistics.start_activities.pandas module pm4py.statistics.start_activities.pandas.get module pm4py.statistics.start_activities.polars module pm4py.statistics.start_activities.polars.get module pm4py.statistics.traces module pm4py.statistics.traces.cycle_time module pm4py.statistics.traces.cycle_time.log module pm4py.statistics.traces.cycle_time.log.get module pm4py.statistics.traces.cycle_time.pandas module pm4py.statistics.traces.cycle_time.pandas.get module pm4py.statistics.traces.cycle_time.polars module pm4py.statistics.traces.cycle_time.polars.get module pm4py.statistics.traces.cycle_time.util module pm4py.statistics.traces.cycle_time.util.compute module pm4py.statistics.traces.generic module pm4py.statistics.traces.generic.common module pm4py.statistics.traces.generic.common.case_duration module pm4py.statistics.traces.generic.log module pm4py.statistics.traces.generic.log.case_arrival module pm4py.statistics.traces.generic.log.case_statistics module pm4py.statistics.traces.generic.pandas module pm4py.statistics.traces.generic.pandas.case_arrival module pm4py.statistics.traces.generic.pandas.case_statistics module pm4py.statistics.traces.generic.polars module pm4py.statistics.traces.generic.polars.case_arrival module pm4py.statistics.traces.generic.polars.case_statistics module pm4py.statistics.util module pm4py.statistics.util.times_bipartite_matching module pm4py.statistics.variants module pm4py.statistics.variants.log module pm4py.statistics.variants.log.get module pm4py.statistics.variants.pandas module pm4py.statistics.variants.pandas.get module pm4py.statistics.variants.polars module pm4py.statistics.variants.polars.get module pm4py.stats module pm4py.streaming module pm4py.streaming.algo module pm4py.streaming.algo.conformance module pm4py.streaming.algo.conformance.declare module pm4py.streaming.algo.conformance.declare.algorithm module pm4py.streaming.algo.conformance.declare.variants module pm4py.streaming.algo.conformance.declare.variants.automata module pm4py.streaming.algo.conformance.footprints module pm4py.streaming.algo.conformance.footprints.algorithm module pm4py.streaming.algo.conformance.footprints.variants module pm4py.streaming.algo.conformance.footprints.variants.classic module pm4py.streaming.algo.conformance.tbr module pm4py.streaming.algo.conformance.tbr.algorithm module pm4py.streaming.algo.conformance.tbr.variants module pm4py.streaming.algo.conformance.tbr.variants.classic module pm4py.streaming.algo.conformance.temporal module pm4py.streaming.algo.conformance.temporal.algorithm module pm4py.streaming.algo.conformance.temporal.variants module pm4py.streaming.algo.conformance.temporal.variants.classic module pm4py.streaming.algo.discovery module pm4py.streaming.algo.discovery.dfg module pm4py.streaming.algo.discovery.dfg.algorithm module pm4py.streaming.algo.discovery.dfg.variants module pm4py.streaming.algo.discovery.dfg.variants.frequency module pm4py.streaming.algo.interface module pm4py.streaming.connectors module pm4py.streaming.connectors.windows module pm4py.streaming.connectors.windows.click_key_logger module pm4py.streaming.conversion module pm4py.streaming.conversion.from_pandas module pm4py.streaming.conversion.ocel_flatts_distributor module pm4py.streaming.importer module pm4py.streaming.importer.csv module pm4py.streaming.importer.csv.importer module pm4py.streaming.importer.csv.variants module pm4py.streaming.importer.csv.variants.csv_event_stream module pm4py.streaming.importer.xes module pm4py.streaming.importer.xes.importer module pm4py.streaming.importer.xes.variants module pm4py.streaming.importer.xes.variants.xes_event_stream module pm4py.streaming.importer.xes.variants.xes_trace_stream module pm4py.streaming.stream module pm4py.streaming.stream.live_event_stream module pm4py.streaming.stream.live_trace_stream module pm4py.streaming.util module pm4py.streaming.util.dictio module pm4py.streaming.util.dictio.generator module pm4py.streaming.util.dictio.versions module pm4py.streaming.util.dictio.versions.classic module pm4py.streaming.util.dictio.versions.redis module pm4py.streaming.util.dictio.versions.thread_safe module pm4py.streaming.util.event_stream_printer module pm4py.streaming.util.live_to_static_stream module pm4py.streaming.util.trace_stream_printer module pm4py.util module pm4py.util.business_hours module pm4py.util.colors module pm4py.util.compression module pm4py.util.compression.dtypes module pm4py.util.compression.util module pm4py.util.constants module pm4py.util.deprecation module pm4py.util.dt_parsing module pm4py.util.dt_parsing.parser module pm4py.util.dt_parsing.variants module pm4py.util.dt_parsing.variants.cs8601 module pm4py.util.dt_parsing.variants.dummy module pm4py.util.dt_parsing.variants.strpfromiso module pm4py.util.exec_utils module pm4py.util.hie_utils module pm4py.util.intervaltree module pm4py.util.labels_similarity module pm4py.util.lp module pm4py.util.lp.solver module pm4py.util.lp.util module pm4py.util.lp.variants module pm4py.util.lp.variants.cvxopt_solver module pm4py.util.lp.variants.cvxopt_solver_custom_align module pm4py.util.lp.variants.cvxopt_solver_custom_align_ilp module pm4py.util.lp.variants.pulp_solver module pm4py.util.lp.variants.scipy_solver module pm4py.util.ml_utils module pm4py.util.nx_utils module pm4py.util.pandas_utils module pm4py.util.points_subset module pm4py.util.prefixspan module pm4py.util.regex module pm4py.util.rustxes_utils module pm4py.util.string_distance module pm4py.util.thread_utils module pm4py.util.typing module pm4py.util.variants_util module pm4py.util.vis_utils module pm4py.util.xes_constants module pm4py.utils module pm4py.vis module pm4py.visualization module pm4py.visualization.align_table module pm4py.visualization.align_table.variants module pm4py.visualization.align_table.variants.classic module pm4py.visualization.align_table.visualizer module pm4py.visualization.bpmn module pm4py.visualization.bpmn.util module pm4py.visualization.bpmn.variants module pm4py.visualization.bpmn.variants.bpmnio_auto_layout module pm4py.visualization.bpmn.variants.classic module pm4py.visualization.bpmn.variants.dagrejs module pm4py.visualization.bpmn.visualizer module pm4py.visualization.common module pm4py.visualization.common.dot_util module pm4py.visualization.common.gview module pm4py.visualization.common.html module pm4py.visualization.common.save module pm4py.visualization.common.svg_pos_parser module pm4py.visualization.common.utils module pm4py.visualization.common.visualizer module pm4py.visualization.decisiontree module pm4py.visualization.decisiontree.util module pm4py.visualization.decisiontree.util.dt_to_string module pm4py.visualization.decisiontree.variants module pm4py.visualization.decisiontree.variants.classic module pm4py.visualization.decisiontree.visualizer module pm4py.visualization.dfg module pm4py.visualization.dfg.util module pm4py.visualization.dfg.util.dfg_gviz module pm4py.visualization.dfg.variants module pm4py.visualization.dfg.variants.cost module pm4py.visualization.dfg.variants.frequency module pm4py.visualization.dfg.variants.performance module pm4py.visualization.dfg.variants.timeline module pm4py.visualization.dfg.visualizer module pm4py.visualization.dotted_chart module pm4py.visualization.dotted_chart.variants module pm4py.visualization.dotted_chart.variants.classic module pm4py.visualization.dotted_chart.visualizer module pm4py.visualization.footprints module pm4py.visualization.footprints.variants module pm4py.visualization.footprints.variants.comparison module pm4py.visualization.footprints.variants.comparison_symmetric module pm4py.visualization.footprints.variants.single module pm4py.visualization.footprints.visualizer module pm4py.visualization.graphs module pm4py.visualization.graphs.util module pm4py.visualization.graphs.util.common module pm4py.visualization.graphs.variants module pm4py.visualization.graphs.variants.attributes module pm4py.visualization.graphs.variants.barplot module pm4py.visualization.graphs.variants.cases module pm4py.visualization.graphs.variants.dates module pm4py.visualization.graphs.visualizer module pm4py.visualization.heuristics_net module pm4py.visualization.heuristics_net.variants module pm4py.visualization.heuristics_net.variants.pydotplus_vis module pm4py.visualization.heuristics_net.visualizer module pm4py.visualization.network_analysis module pm4py.visualization.network_analysis.variants module pm4py.visualization.network_analysis.variants.frequency module pm4py.visualization.network_analysis.variants.performance module pm4py.visualization.network_analysis.visualizer module pm4py.visualization.networkx module pm4py.visualization.networkx.variants module pm4py.visualization.networkx.variants.digraph module pm4py.visualization.networkx.visualizer module pm4py.visualization.ocel module pm4py.visualization.ocel.eve_to_obj_types module pm4py.visualization.ocel.eve_to_obj_types.variants module pm4py.visualization.ocel.eve_to_obj_types.variants.graphviz module pm4py.visualization.ocel.eve_to_obj_types.visualizer module pm4py.visualization.ocel.interleavings module pm4py.visualization.ocel.interleavings.variants module pm4py.visualization.ocel.interleavings.variants.graphviz module pm4py.visualization.ocel.interleavings.visualizer module pm4py.visualization.ocel.object_graph module pm4py.visualization.ocel.object_graph.variants module pm4py.visualization.ocel.object_graph.variants.graphviz module pm4py.visualization.ocel.object_graph.visualizer module pm4py.visualization.ocel.ocdfg module pm4py.visualization.ocel.ocdfg.util module pm4py.visualization.ocel.ocdfg.variants module pm4py.visualization.ocel.ocdfg.variants.classic module pm4py.visualization.ocel.ocdfg.variants.elkjs module pm4py.visualization.ocel.ocdfg.visualizer module pm4py.visualization.ocel.ocpn module pm4py.visualization.ocel.ocpn.variants module pm4py.visualization.ocel.ocpn.variants.brachmann module pm4py.visualization.ocel.ocpn.variants.wo_decoration module pm4py.visualization.ocel.ocpn.visualizer module pm4py.visualization.performance_spectrum module pm4py.visualization.performance_spectrum.variants module pm4py.visualization.performance_spectrum.variants.neato module pm4py.visualization.performance_spectrum.visualizer module pm4py.visualization.petri_net module pm4py.visualization.petri_net.common module pm4py.visualization.petri_net.common.visualize module pm4py.visualization.petri_net.util module pm4py.visualization.petri_net.util.alignments_decoration module pm4py.visualization.petri_net.util.performance_map module pm4py.visualization.petri_net.util.vis_trans_shortest_paths module pm4py.visualization.petri_net.variants module pm4py.visualization.petri_net.variants.alignments module pm4py.visualization.petri_net.variants.greedy_decoration_frequency module pm4py.visualization.petri_net.variants.greedy_decoration_performance module pm4py.visualization.petri_net.variants.token_decoration_frequency module pm4py.visualization.petri_net.variants.token_decoration_performance module pm4py.visualization.petri_net.variants.wo_decoration module pm4py.visualization.petri_net.visualizer module pm4py.visualization.powl module pm4py.visualization.powl.variants module pm4py.visualization.powl.variants.basic module pm4py.visualization.powl.variants.icons module pm4py.visualization.powl.variants.net module pm4py.visualization.powl.visualizer module pm4py.visualization.process_tree module pm4py.visualization.process_tree.variants module pm4py.visualization.process_tree.variants.frequency_annotation module pm4py.visualization.process_tree.variants.symbolic module pm4py.visualization.process_tree.variants.wo_decoration module pm4py.visualization.process_tree.visualizer module pm4py.visualization.sna module pm4py.visualization.sna.variants module pm4py.visualization.sna.variants.networkx module pm4py.visualization.sna.variants.pyvis module pm4py.visualization.sna.visualizer module pm4py.visualization.transition_system module pm4py.visualization.transition_system.util module pm4py.visualization.transition_system.util.visualize_graphviz module pm4py.visualization.transition_system.variants module pm4py.visualization.transition_system.variants.trans_frequency module pm4py.visualization.transition_system.variants.view_based module pm4py.visualization.transition_system.visualizer module pm4py.visualization.trie module pm4py.visualization.trie.variants module pm4py.visualization.trie.variants.classic module pm4py.visualization.trie.visualizer module pm4py.visualization.variants_duration module pm4py.visualization.variants_duration.variants module pm4py.visualization.variants_duration.variants.classic module pm4py.visualization.variants_duration.visualizer module pm4py.write module Pm4pyThreadManager (class in pm4py.util.thread_utils) pn_transition_to_powl() (in module pm4py.objects.conversion.wf_net.variants.to_powl) PNML (pm4py.objects.petri_net.exporter.exporter.Variants attribute) (pm4py.objects.petri_net.importer.importer.Variants attribute) POINT_TO_SAMPLE (pm4py.statistics.attributes.common.get.Parameters attribute) (pm4py.statistics.traces.generic.common.case_duration.Parameters attribute) POINTS (pm4py.algo.discovery.performance_spectrum.algorithm.Outputs attribute) POLARS (pm4py.algo.discovery.batches.algorithm.Variants attribute) (pm4py.algo.discovery.minimum_self_distance.algorithm.Variants attribute) POLARS_LAZYFRAMES (pm4py.algo.discovery.footprints.algorithm.Variants attribute) populate_closed() (in module pm4py.objects.process_tree.semantics) POPULATION_SIZE (pm4py.algo.discovery.genetic.algorithm.Parameters attribute) PORT (pm4py.streaming.util.dictio.versions.redis.Parameters attribute) POSITIVE (pm4py.algo.clustering.trace_attribute_driven.util.filter_subsets.Parameters attribute) (pm4py.algo.clustering.trace_attribute_driven.variants.act_dist_calc.Parameters attribute) (pm4py.algo.clustering.trace_attribute_driven.variants.sim_calc.Parameters attribute) (pm4py.algo.clustering.trace_attribute_driven.variants.suc_dist_calc.Parameters attribute) (pm4py.algo.filtering.log.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.log.end_activities.end_activities_filter.Parameters attribute) (pm4py.algo.filtering.log.ltl.ltl_checker.Parameters attribute) (pm4py.algo.filtering.log.paths.paths_filter.Parameters attribute) (pm4py.algo.filtering.log.rework.rework_filter.Parameters attribute) (pm4py.algo.filtering.log.start_activities.start_activities_filter.Parameters attribute) (pm4py.algo.filtering.log.traces.trace_filter.Parameters attribute) (pm4py.algo.filtering.log.variants.variants_filter.Parameters attribute) (pm4py.algo.filtering.ocel.event_attributes.Parameters attribute) (pm4py.algo.filtering.ocel.object_attributes.Parameters attribute) (pm4py.algo.filtering.pandas.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.pandas.end_activities.end_activities_filter.Parameters attribute) (pm4py.algo.filtering.pandas.ends_with.ends_with_filter.Parameters attribute) (pm4py.algo.filtering.pandas.ltl.ltl_checker.Parameters attribute) (pm4py.algo.filtering.pandas.paths.paths_filter.Parameters attribute) (pm4py.algo.filtering.pandas.rework.rework_filter.Parameters attribute) (pm4py.algo.filtering.pandas.start_activities.start_activities_filter.Parameters attribute) (pm4py.algo.filtering.pandas.starts_with.starts_with_filter.Parameters attribute) (pm4py.algo.filtering.pandas.traces.trace_filter.Parameters attribute) (pm4py.algo.filtering.pandas.variants.variants_filter.Parameters attribute) (pm4py.algo.filtering.polars.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.polars.end_activities.end_activities_filter.Parameters attribute) (pm4py.algo.filtering.polars.ends_with.ends_with_filter.Parameters attribute) (pm4py.algo.filtering.polars.ltl.ltl_checker.Parameters attribute) (pm4py.algo.filtering.polars.paths.paths_filter.Parameters attribute) (pm4py.algo.filtering.polars.prefixes.prefix_filter.Parameters attribute) (pm4py.algo.filtering.polars.start_activities.start_activities_filter.Parameters attribute) (pm4py.algo.filtering.polars.starts_with.starts_with_filter.Parameters attribute) (pm4py.algo.filtering.polars.suffixes.suffix_filter.Parameters attribute) (pm4py.algo.filtering.polars.traces.trace_filter.Parameters attribute) (pm4py.algo.filtering.polars.variants.variants_filter.Parameters attribute) (pm4py.objects.log.util.basic_filter.Parameters attribute) POST (pm4py.statistics.passed_time.log.algorithm.Variants attribute) (pm4py.statistics.passed_time.pandas.algorithm.Variants attribute) (pm4py.statistics.passed_time.polars.algorithm.Variants attribute) post_set() (in module pm4py.objects.oc_causal_net.utils.occn_utils) (in module pm4py.objects.ocpn.utils.ocpn_utils) (in module pm4py.objects.petri_net.utils.petri_utils) PostFixCaching (class in pm4py.algo.conformance.tokenreplay.variants.token_replay) postprocessing() (in module pm4py.algo.discovery.alpha.variants.plus) POTEMDCalculator (class in pm4py.algo.evaluation.earth_mover_distance.variants.pyemd) power_set() (in module pm4py.objects.bpmn.semantics) (in module pm4py.objects.petri_net.utils.reduction) POWL (class in pm4py.objects.powl.obj) (pm4py.algo.discovery.footprints.algorithm.Variants attribute) POWLActivityConcurrentUVCL (class in pm4py.algo.discovery.powl.inductive.fall_through.activity_concurrent) POWLActivityOncePerTraceUVCL (class in pm4py.algo.discovery.powl.inductive.fall_through.activity_once_per_trace) POWLConcurrencyCut (class in pm4py.algo.discovery.powl.inductive.cuts.concurrency) POWLConcurrencyCutUVCL (class in pm4py.algo.discovery.powl.inductive.cuts.concurrency) POWLDiscoveryVariant (class in pm4py.algo.discovery.powl.inductive.variants.powl_discovery_varaints) POWLEmptyTracesUVCL (class in pm4py.algo.discovery.powl.inductive.fall_through.empty_traces) POWLExclusiveChoiceCut (class in pm4py.algo.discovery.powl.inductive.cuts.xor) POWLExclusiveChoiceCutUVCL (class in pm4py.algo.discovery.powl.inductive.cuts.xor) POWLFlowerModelUVCL (class in pm4py.algo.discovery.powl.inductive.fall_through.flower) POWLInductiveMinerBruteForce (class in pm4py.algo.discovery.powl.inductive.variants.im_brute_force) POWLInductiveMinerDynamicClustering (class in pm4py.algo.discovery.powl.inductive.variants.im_dynamic_clustering) POWLInductiveMinerDynamicClusteringFrequency (class in pm4py.algo.discovery.powl.inductive.variants.im_dynamic_clustering_frequencies) POWLInductiveMinerMaximalOrder (class in pm4py.algo.discovery.powl.inductive.variants.im_maximal) POWLLoopCut (class in pm4py.algo.discovery.powl.inductive.cuts.loop) POWLLoopCutUVCL (class in pm4py.algo.discovery.powl.inductive.cuts.loop) POWLSequenceCut (class in pm4py.algo.discovery.powl.inductive.cuts.sequence) POWLSequenceCutUVCL (class in pm4py.algo.discovery.powl.inductive.cuts.sequence) POWLStrictSequenceCut (class in pm4py.algo.discovery.powl.inductive.cuts.sequence) POWLStrictSequenceCutUVCL (class in pm4py.algo.discovery.powl.inductive.cuts.sequence) POWLStrictTauLoopUVCL (class in pm4py.algo.discovery.powl.inductive.fall_through.strict_tau_loop) POWLTauLoopUVCL (class in pm4py.algo.discovery.powl.inductive.fall_through.tau_loop) POWLVisualizationVariants (class in pm4py.visualization.powl.visualizer) PRE (pm4py.statistics.passed_time.log.algorithm.Variants attribute) (pm4py.statistics.passed_time.pandas.algorithm.Variants attribute) (pm4py.statistics.passed_time.polars.algorithm.Variants attribute) pre_set() (in module pm4py.objects.oc_causal_net.utils.occn_utils) (in module pm4py.objects.ocpn.utils.ocpn_utils) (in module pm4py.objects.petri_net.utils.petri_utils) precedence_template_step1() (in module pm4py.algo.discovery.declare.variants.classic) precedence_template_step2() (in module pm4py.algo.discovery.declare.variants.classic) precision_alignments() (in module pm4py.conformance) precision_footprints() (in module pm4py.conformance) precision_token_based_replay() (in module pm4py.conformance) pref() (in module pm4py.algo.anonymization.trace_variant_query.variants.laplace) (in module pm4py.algo.anonymization.trace_variant_query.variants.sacofa) PREFILTERING (pm4py.statistics.ocel.act_utils.Parameters attribute) PREFIX (pm4py.algo.connectors.variants.sap_accounting.Parameters attribute) (pm4py.algo.connectors.variants.sap_o2c.Parameters attribute) prefix (pm4py.objects.log.obj.XESExtension property) PREFIX_LENGTH (pm4py.algo.label_splitting.variants.contextual.Parameters attribute) PREFIX_OR_SUFFIX (pm4py.objects.ocel.util.event_prefix_suffix_per_obj.Parameters attribute) PrefixSpan (class in pm4py.util.prefixspan) prepare_attributes() (in module pm4py.algo.decision_mining.algorithm) prepare_encode() (in module pm4py.algo.discovery.log_skeleton.variants.classic) prepare_event_log() (in module pm4py.algo.decision_mining.algorithm) PREPOST (pm4py.statistics.passed_time.log.algorithm.Variants attribute) (pm4py.statistics.passed_time.pandas.algorithm.Variants attribute) (pm4py.statistics.passed_time.polars.algorithm.Variants attribute) preprocess() (in module pm4py.objects.conversion.wf_net.variants.to_powl) preprocess_log() (in module pm4py.algo.discovery.correlation_mining.variants.classic) (in module pm4py.algo.discovery.correlation_mining.variants.trace_based) preprocessing() (in module pm4py.algo.discovery.alpha.variants.plus) pretty_print_alignments() (in module pm4py.objects.petri_net.utils.align_utils) PRIMARY_PERFORMANCE_AGGREGATION (pm4py.algo.querying.llm.abstractions.log_to_dfg_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.log_to_variants_descr.Parameters attribute) print() (pm4py.objects.powl.obj.POWL method) PRINT_DIAGNOSTICS (pm4py.algo.analysis.woflan.algorithm.Parameters attribute) privatize_trace_variants() (in module pm4py.algo.anonymization.trace_variant_query.variants.sacofa) privatize_tracevariants() (in module pm4py.algo.anonymization.trace_variant_query.variants.laplace) (in module pm4py.algo.anonymization.trace_variant_query.variants.sacofa) PROB_LEAF (pm4py.algo.simulation.tree_generator.variants.basic.Parameters attribute) probability_of_binding() (pm4py.objects.petri_net.saw_net.semantics.GlobalStochasticArcWeightNetSemantics class method) (pm4py.objects.petri_net.saw_net.semantics.LocalStochasticArcWeightNetSemantics class method) (pm4py.objects.petri_net.saw_net.semantics.StochasticArcWeightNetSemantics class method) probability_of_transition() (pm4py.objects.petri_net.saw_net.semantics.GlobalStochasticArcWeightNetSemantics class method) (pm4py.objects.petri_net.stochastic.semantics.StochasticPetriNetSemantics class method) process (pm4py.objects.bpmn.obj.BPMN.BPMNNode property) process_closed() (in module pm4py.objects.process_tree.semantics) PROCESS_TREE (pm4py.algo.discovery.footprints.algorithm.Variants attribute) (pm4py.util.constants.AvailableSerializations attribute) process_tree_to_binary_process_tree() (in module pm4py.objects.process_tree.utils.generic) processing() (in module pm4py.algo.discovery.alpha.variants.plus) ProcessTree (class in pm4py.objects.process_tree.obj) ProcessTree.OperatorState (class in pm4py.objects.process_tree.obj) ProcessTreeAligner (class in pm4py.algo.conformance.alignments.process_tree.variants.milp) produced (pm4py.algo.simulation.playout.oc_causal_net.variants.extensive.Binding attribute) project() (pm4py.algo.discovery.inductive.cuts.abc.Cut class method) (pm4py.algo.discovery.inductive.cuts.concurrency.ConcurrencyCutDFG class method) (pm4py.algo.discovery.inductive.cuts.concurrency.ConcurrencyCutUVCL class method) (pm4py.algo.discovery.inductive.cuts.loop.LoopCutDFG class method) (pm4py.algo.discovery.inductive.cuts.loop.LoopCutUVCL class method) (pm4py.algo.discovery.inductive.cuts.sequence.SequenceCutDFG class method) (pm4py.algo.discovery.inductive.cuts.sequence.SequenceCutUVCL class method) (pm4py.algo.discovery.inductive.cuts.xor.ExclusiveChoiceCutDFG class method) (pm4py.algo.discovery.inductive.cuts.xor.ExclusiveChoiceCutUVCL class method) (pm4py.algo.discovery.powl.inductive.variants.brute_force.bf_partial_order_cut.BruteForcePartialOrderCutUVCL class method) (pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering.dynamic_clustering_partial_order_cut.DynamicClusteringPartialOrderCutUVCL class method) (pm4py.algo.discovery.powl.inductive.variants.dynamic_clustering_frequency.dynamic_clustering_frequency_partial_order_cut.DynamicClusteringFrequencyPartialOrderCutUVCL class method) (pm4py.algo.discovery.powl.inductive.variants.maximal.maximal_partial_order_cut.MaximalPartialOrderCutUVCL class method) project_alignments_on_dfg() (in module pm4py.algo.conformance.alignments.dfg.variants.classic) project_execution_sequence_to_labels() (in module pm4py.objects.process_tree.utils.generic) project_execution_sequence_to_leafs() (in module pm4py.objects.process_tree.utils.generic) project_log_on_dfg() (in module pm4py.algo.conformance.alignments.dfg.variants.classic) project_log_on_variant() (in module pm4py.algo.conformance.alignments.edit_distance.variants.edit_distance) project_net_on_matrix() (in module pm4py.objects.petri_net.utils.projection) project_net_on_place() (in module pm4py.objects.petri_net.utils.projection) project_on_event_attribute() (in module pm4py.utils) project_on_groups_with_unique_activities() (in module pm4py.algo.discovery.powl.inductive.variants.maximal.maximal_partial_order_cut) project_traces() (in module pm4py.objects.log.util.log) project_univariate() (in module pm4py.util.compression.util) PROPAGATE (pm4py.algo.discovery.ocel.link_analysis.variants.classic.Parameters attribute) propagate_associations() (in module pm4py.algo.discovery.ocel.link_analysis.variants.classic) propagate_event_filtering() (in module pm4py.objects.ocel.util.filtering_utils) propagate_object_filtering() (in module pm4py.objects.ocel.util.filtering_utils) propagate_relations_filtering() (in module pm4py.objects.ocel.util.filtering_utils) properties (pm4py.objects.log.obj.EventStream property) (pm4py.objects.log.obj.Trace property) (pm4py.objects.petri_net.obj.PetriNet property) (pm4py.objects.petri_net.obj.PetriNet.Arc property) (pm4py.objects.petri_net.obj.PetriNet.Place property) (pm4py.objects.petri_net.obj.PetriNet.Transition property) prune_trace_frequencies() (in module pm4py.algo.anonymization.trace_variant_query.variants.laplace) (in module pm4py.algo.anonymization.trace_variant_query.variants.sacofa) pt_to_regex() (in module pm4py.objects.process_tree.utils.regex) PTANDLOGGENERATOR (pm4py.algo.simulation.tree_generator.algorithm.Variants attribute) PTML (pm4py.objects.process_tree.exporter.exporter.Variants attribute) (pm4py.objects.process_tree.importer.importer.Variants attribute) PYDOTPLUS (pm4py.visualization.heuristics_net.visualizer.Variants attribute) PYEMD (pm4py.algo.evaluation.earth_mover_distance.algorithm.Variants attribute) PYPLOT_FIGURE_KWARGS (pm4py.visualization.graphs.variants.barplot.Parameters attribute) PYPLOT_PLOT_KWARGS (pm4py.visualization.graphs.variants.attributes.Parameters attribute) (pm4py.visualization.graphs.variants.cases.Parameters attribute) (pm4py.visualization.graphs.variants.dates.Parameters attribute) PYVIS (pm4py.visualization.sna.visualizer.Variants attribute)

Q

QUALIFIER (pm4py.objects.ocel.exporter.xmlocel.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.importer.sqlite.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.importer.xmlocel.variants.classic.Parameters attribute) (pm4py.objects.ocel.importer.xmlocel.variants.ocel20.Parameters attribute) (pm4py.objects.ocel.obj.Parameters attribute)

R

R_G (pm4py.algo.analysis.woflan.algorithm.Outputs attribute) R_G_S_C (pm4py.algo.analysis.woflan.algorithm.Outputs attribute) rand_partition() (in module pm4py.algo.discovery.genetic.util) RandomVariable (class in pm4py.objects.random_variables.random_variable) RANKDIR (pm4py.visualization.bpmn.variants.classic.Parameters attribute) (pm4py.visualization.dfg.variants.cost.Parameters attribute) (pm4py.visualization.dfg.variants.frequency.Parameters attribute) (pm4py.visualization.dfg.variants.performance.Parameters attribute) (pm4py.visualization.networkx.variants.digraph.Parameters attribute) (pm4py.visualization.ocel.eve_to_obj_types.variants.graphviz.Parameters attribute) (pm4py.visualization.ocel.interleavings.variants.graphviz.Parameters attribute) (pm4py.visualization.ocel.object_graph.variants.graphviz.Parameters attribute) (pm4py.visualization.ocel.ocdfg.variants.classic.Parameters attribute) (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) (pm4py.visualization.ocel.ocpn.variants.wo_decoration.Parameters attribute) (pm4py.visualization.petri_net.common.visualize.Parameters attribute) (pm4py.visualization.petri_net.variants.greedy_decoration_frequency.Parameters attribute) (pm4py.visualization.petri_net.variants.greedy_decoration_performance.Parameters attribute) (pm4py.visualization.petri_net.variants.token_decoration_frequency.Parameters attribute) (pm4py.visualization.petri_net.variants.token_decoration_performance.Parameters attribute) (pm4py.visualization.petri_net.variants.wo_decoration.Parameters attribute) (pm4py.visualization.powl.variants.basic.Parameters attribute) (pm4py.visualization.powl.variants.net.Parameters attribute) (pm4py.visualization.process_tree.variants.frequency_annotation.Parameters attribute) (pm4py.visualization.process_tree.variants.symbolic.Parameters attribute) (pm4py.visualization.process_tree.variants.wo_decoration.Parameters attribute) reach_fm_with_invisibles() (pm4py.streaming.algo.conformance.tbr.variants.classic.TbrStreamingConformance method) REACH_ITF1 (pm4py.algo.conformance.tokenreplay.variants.token_replay.DebugConst attribute) REACH_ITF2 (pm4py.algo.conformance.tokenreplay.variants.token_replay.DebugConst attribute) REACH_MRH (pm4py.algo.conformance.tokenreplay.variants.token_replay.DebugConst attribute) read_attribute_key_value() (in module pm4py.objects.log.importer.xes.variants.line_by_line) read_bpmn() (in module pm4py.read) read_csv() (in module pm4py.util.pandas_utils) read_dfg() (in module pm4py.read) read_event() (pm4py.streaming.importer.csv.variants.csv_event_stream.CSVEventStreamReader method) (pm4py.streaming.importer.xes.variants.xes_event_stream.StreamingEventXesReader method) read_from_string() (pm4py.objects.random_variables.constant0.random_variable.Constant0 method) (pm4py.objects.random_variables.deterministic.random_variable.Deterministic method) (pm4py.objects.random_variables.exponential.random_variable.Exponential method) (pm4py.objects.random_variables.gamma.random_variable.Gamma method) (pm4py.objects.random_variables.lognormal.random_variable.LogNormal method) (pm4py.objects.random_variables.normal.random_variable.Normal method) (pm4py.objects.random_variables.random_variable.RandomVariable method) (pm4py.objects.random_variables.uniform.random_variable.Uniform method) read_ocel() (in module pm4py.read) read_ocel2() (in module pm4py.read) read_ocel2_json() (in module pm4py.read) read_ocel2_sqlite() (in module pm4py.read) read_ocel2_xml() (in module pm4py.read) read_ocel_csv() (in module pm4py.read) read_ocel_json() (in module pm4py.read) read_ocel_sqlite() (in module pm4py.read) read_ocel_xml() (in module pm4py.read) read_pnml() (in module pm4py.read) read_ptml() (in module pm4py.read) read_trace() (pm4py.streaming.conversion.from_pandas.PandasDataframeAsIterable method) (pm4py.streaming.importer.xes.variants.xes_trace_stream.StreamingTraceXesReader method) read_xes() (in module pm4py.read) rebase() (in module pm4py.utils) REC_DEPTH (pm4py.algo.simulation.tree_generator.variants.basic.Parameters attribute) rec_hub() (in module pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_no_heuristics) receive() (pm4py.streaming.algo.interface.StreamingAlgorithm method) RECOMPOS_MAXIMAL (pm4py.algo.conformance.alignments.decomposed.algorithm.Variants attribute) recompose_alignment() (in module pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal) reconstruct_alignment_generator() (in module pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_no_heuristics) record() (pm4py.streaming.connectors.windows.click_key_logger.WindowsEventLogger method) recursively_add_tree() (in module pm4py.objects.conversion.powl.variants.to_petri_net) (in module pm4py.objects.conversion.process_tree.variants.to_bpmn) (in module pm4py.objects.conversion.process_tree.variants.to_petri_net) REDIS (pm4py.streaming.util.dictio.generator.Variants attribute) reduce() (in module pm4py.algo.reduction.process_tree.variants.tree_tr_based) reduce_petri_net_implicit_places() (in module pm4py.analysis) reduce_petri_net_invisibles() (in module pm4py.analysis) reduce_single_entry_transitions() (in module pm4py.objects.petri_net.utils.reduction) reduce_single_exit_transitions() (in module pm4py.objects.petri_net.utils.reduction) reduce_tau_leafs() (in module pm4py.objects.process_tree.utils.generic) reduce_xor_gateways() (in module pm4py.objects.bpmn.util.reduction) register() (pm4py.streaming.conversion.ocel_flatts_distributor.OcelFlattsDistributor method) (pm4py.streaming.stream.live_event_stream.LiveEventStream method) (pm4py.streaming.stream.live_trace_stream.LiveTraceStream method) related_activity (pm4py.objects.oc_causal_net.obj.OCCausalNet.Marker property) related_events_dct() (in module pm4py.objects.ocel.util.related_events) related_objects_dct_overall() (in module pm4py.objects.ocel.util.related_objects) related_objects_dct_per_type() (in module pm4py.objects.ocel.util.related_objects) RELATIVE_FREQUENCY (pm4py.algo.querying.llm.abstractions.log_to_dfg_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.log_to_variants_descr.Parameters attribute) relative_occurrence_threshold (pm4py.objects.oc_causal_net.obj.OCCausalNet property) REMAINING_DICT_ID (pm4py.streaming.algo.conformance.tbr.variants.classic.Parameters attribute) REMAINING_TIME (pm4py.algo.transformation.log_to_target.algorithm.Variants attribute) remove() (in module pm4py.algo.discovery.powl.inductive.variants.brute_force.bf_partial_order_cut) (in module pm4py.algo.discovery.powl.inductive.variants.maximal.maximal_partial_order_cut) remove_all_arcs_from_to() (in module pm4py.objects.transition_system.utils) remove_arc() (in module pm4py.objects.petri_net.utils.petri_utils) remove_arc_from_to() (in module pm4py.objects.transition_system.utils) remove_duplicated_places() (in module pm4py.objects.conversion.wf_net.variants.to_powl) remove_edge() (pm4py.objects.powl.BinaryRelation.BinaryRelation method) remove_edge_without_violating_transitivity() (pm4py.objects.powl.BinaryRelation.BinaryRelation method) remove_final_hidden_if_possible() (in module pm4py.algo.discovery.alpha.variants.plus) remove_flow() (pm4py.objects.bpmn.obj.BPMN method) remove_in_arc() (pm4py.objects.bpmn.obj.BPMN.BPMNNode method) remove_initial_and_end_silent_activities() (in module pm4py.objects.conversion.wf_net.variants.to_powl) remove_initial_hidden_if_possible() (in module pm4py.algo.discovery.alpha.variants.plus) remove_node() (pm4py.objects.bpmn.obj.BPMN method) (pm4py.visualization.ocel.ocpn.variants.brachmann.OCPNGraph method) remove_nodes() (pm4py.visualization.ocel.ocpn.variants.brachmann.OCPNGraph method) remove_out_arc() (pm4py.objects.bpmn.obj.BPMN.BPMNNode method) remove_place() (in module pm4py.objects.petri_net.utils.petri_utils) remove_rendundant_invisible_transitions() (in module pm4py.objects.conversion.heuristics_net.variants.to_petri_net) remove_spaces_non_alphanumeric_characters_from_types() (in module pm4py.objects.ocel.util.ocel_type_renaming) remove_transition() (in module pm4py.objects.petri_net.utils.petri_utils) remove_transition_from_partitions() (in module pm4py.algo.discovery.genetic.util)

REMOVE_UNCONNECTED (pm4py.algo.discovery.alpha.variants.plus.Parameters attribute) remove_unconnected_components() (in module pm4py.objects.petri_net.utils.petri_utils) remove_unconnected_places() (in module pm4py.objects.conversion.wf_net.variants.to_powl) remove_unconnected_transitions() (in module pm4py.algo.discovery.alpha.variants.plus) remove_unreachable_nodes() (in module pm4py.algo.filtering.dfg.dfg_filtering) removearray() (in module pm4py.algo.analysis.woflan.place_invariants.utility) repair() (in module pm4py.algo.discovery.genetic.variants.classic) replace_activity_labels() (in module pm4py.analysis) replace_values() (in module pm4py.algo.discovery.dfg.replacement) replay() (pm4py.objects.oc_causal_net.semantics.OCCausalNetSemantics class method) (pm4py.objects.ocpn.semantics.OCPetriNetSemantics class method) replay_prefix_tbr() (in module pm4py.conformance) REPOSITORY (pm4py.algo.connectors.variants.github_repo.Parameters attribute) repr_powl() (in module pm4py.visualization.powl.variants.basic) repr_searchtuple() (in module pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_no_heuristics) repr_tree() (in module pm4py.visualization.process_tree.variants.symbolic) repr_tree_2() (in module pm4py.visualization.process_tree.variants.frequency_annotation) (in module pm4py.visualization.process_tree.variants.wo_decoration) repr_trie() (pm4py.objects.trie.obj.Trie method) REQUIRE_ILP (pm4py.util.lp.solver.Parameters attribute) (pm4py.util.lp.variants.pulp_solver.Parameters attribute) reset() (pm4py.streaming.conversion.from_pandas.PandasDataframeAsIterable method) (pm4py.streaming.importer.csv.variants.csv_event_stream.CSVEventStreamReader method) (pm4py.streaming.importer.xes.variants.xes_event_stream.StreamingEventXesReader method) (pm4py.streaming.importer.xes.variants.xes_trace_stream.StreamingTraceXesReader method) ResetInhibitorNet (class in pm4py.objects.petri_net.obj) ResetNet (class in pm4py.objects.petri_net.obj) ResetNet.ResetArc (class in pm4py.objects.petri_net.obj) resolve_LP() (in module pm4py.algo.discovery.correlation_mining.util) resolve_lp_get_dfg() (in module pm4py.algo.discovery.correlation_mining.variants.classic) (in module pm4py.algo.discovery.correlation_mining.variants.trace_based) RESOURCE_COLUMN (pm4py.algo.transformation.log_to_features.variants.temporal.Parameters attribute) (pm4py.algo.transformation.log_to_features.variants.temporal_lazy.Parameters attribute) RESOURCE_KEY (pm4py.algo.discovery.batches.variants.log.Parameters attribute) (pm4py.algo.discovery.batches.variants.pandas.Parameters attribute) (pm4py.algo.discovery.batches.variants.polars.Parameters attribute) (pm4py.algo.filtering.log.ltl.ltl_checker.Parameters attribute) (pm4py.algo.filtering.pandas.ltl.ltl_checker.Parameters attribute) (pm4py.algo.filtering.polars.ltl.ltl_checker.Parameters attribute) (pm4py.algo.organizational_mining.local_diagnostics.algorithm.Parameters attribute) (pm4py.algo.organizational_mining.resource_profiles.variants.log.Parameters attribute) (pm4py.algo.organizational_mining.resource_profiles.variants.pandas.Parameters attribute) (pm4py.algo.organizational_mining.roles.common.algorithm.Parameters attribute) (pm4py.algo.organizational_mining.roles.variants.log.Parameters attribute) (pm4py.algo.organizational_mining.roles.variants.pandas.Parameters attribute) (pm4py.algo.organizational_mining.sna.algorithm.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.log.handover.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.log.jointactivities.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.log.subcontracting.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.log.working_together.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.pandas.handover.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.pandas.jointactivities.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.pandas.subcontracting.Parameters attribute) (pm4py.algo.organizational_mining.sna.variants.pandas.working_together.Parameters attribute) (pm4py.algo.organizational_mining.util.Parameters attribute) (pm4py.algo.querying.llm.injection.db_knowledge.variants.pandas_duckdb.Parameters attribute) (pm4py.algo.querying.llm.injection.db_knowledge.variants.sqlite3_traditional.Parameters attribute) (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) resource_workload() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) responded_existence_template_step1() (in module pm4py.algo.discovery.declare.variants.classic) responded_existence_template_step2() (in module pm4py.algo.discovery.declare.variants.classic) RESPONSE_HEADER (pm4py.algo.querying.llm.abstractions.log_to_dfg_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.log_to_variants_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.net_to_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.stream_to_descr.Parameters attribute) response_template_step1() (in module pm4py.algo.discovery.declare.variants.classic) response_template_step2() (in module pm4py.algo.discovery.declare.variants.classic) restore_non_alphanumeric() (in module pm4py.algo.querying.llm.utils.sql_utils) RESTRICTED_COVERABILITY_TREE (pm4py.algo.analysis.woflan.algorithm.Outputs attribute) RETURN_ASAP_WHEN_NOT_SOUND (pm4py.algo.analysis.woflan.algorithm.Parameters attribute) RETURN_DIAGNOSTICS (pm4py.algo.analysis.woflan.algorithm.Parameters attribute) RETURN_EA_COUNT (pm4py.algo.filtering.pandas.end_activities.end_activities_filter.Parameters attribute) (pm4py.algo.filtering.polars.end_activities.end_activities_filter.Parameters attribute) RETURN_ELEMENTS (pm4py.algo.simulation.playout.petri_net.variants.extensive.Parameters attribute) RETURN_FLOW_TRANS_MAP (pm4py.objects.conversion.bpmn.variants.to_petri_net.Parameters attribute) RETURN_LEGACY_LOG_OBJECT (pm4py.objects.log.importer.xes.variants.rustxes.Parameters attribute) RETURN_MAPPING (pm4py.objects.log.util.activities_to_alphabet.Parameters attribute) RETURN_NAMES (pm4py.algo.conformance.tokenreplay.variants.backwards.Parameters attribute) (pm4py.algo.conformance.tokenreplay.variants.token_replay.Parameters attribute) RETURN_NODES_ATTRIBUTES (pm4py.algo.discovery.dfg.variants.case_attributes.Parameters attribute) RETURN_ONLY_IF_COMPLETE (pm4py.algo.simulation.playout.dfg.variants.classic.Parameters attribute) RETURN_PL_LAZYFRAME (pm4py.objects.conversion.log.variants.to_data_frame.Parameters attribute) (pm4py.objects.log.importer.xes.variants.rustxes.Parameters attribute) RETURN_SEQUENCES (pm4py.algo.simulation.playout.oc_causal_net.variants.extensive.Parameters attribute) RETURN_SET_STRINGS (pm4py.algo.simulation.playout.process_tree.variants.extensive.Parameters attribute) RETURN_STOCHASTIC_MAP (pm4py.objects.petri_net.importer.variants.pnml.Parameters attribute) RETURN_SYNC_COST_FUNCTION (pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star.Parameters attribute) RETURN_TRACES (pm4py.algo.simulation.playout.ocpn.variants.extensive.Parameters attribute) RETURN_VARIANTS (pm4py.algo.simulation.playout.dfg.variants.classic.Parameters attribute) RETURN_VISITED_ELEMENTS (pm4py.algo.simulation.playout.petri_net.variants.basic_playout.Parameters attribute) (pm4py.algo.simulation.playout.petri_net.variants.stochastic_playout.Parameters attribute) REVERSE_SORT (pm4py.objects.log.importer.xes.variants.iterparse.Parameters attribute) (pm4py.objects.log.importer.xes.variants.iterparse_20.Parameters attribute) (pm4py.objects.log.importer.xes.variants.iterparse_mem_compressed.Parameters attribute) (pm4py.objects.log.importer.xes.variants.line_by_line.Parameters attribute) RIGHT (pm4py.objects.bpmn.layout.variants.graphviz.EndpointDirection attribute) RIGHT_INDEX (pm4py.algo.discovery.ocel.interleavings.variants.timestamp_interleavings.Parameters attribute) (pm4py.objects.ocel.util.log_ocel.Parameters attribute) RIGHT_SUFFIX (pm4py.algo.discovery.ocel.interleavings.utils.merge_dataframe_rel_cases.Parameters attribute) (pm4py.algo.discovery.ocel.interleavings.variants.timestamp_interleavings.Parameters attribute) (pm4py.algo.merging.case_relations.variants.pandas.Parameters attribute) (pm4py.objects.ocel.util.event_prefix_suffix_per_obj.Parameters attribute) Role (class in pm4py.objects.org.roles.obj) ROLES_THRESHOLD_PARAMETER (pm4py.algo.organizational_mining.roles.common.algorithm.Parameters attribute) (pm4py.algo.organizational_mining.roles.variants.log.Parameters attribute) (pm4py.algo.organizational_mining.roles.variants.pandas.Parameters attribute) run() (pm4py.algo.conformance.tokenreplay.variants.token_replay.ApplyTraceTokenReplay method) (pm4py.streaming.connectors.windows.click_key_logger.WindowsEventLogger method) run_simulation_generators() (in module pm4py.algo.simulation.montecarlo.variants.petri_semaph_fifo) RUSTXES (pm4py.objects.log.importer.xes.importer.Variants attribute) RUSTXES_WARNING_SHOWN (pm4py.utils.Shared attribute)

S

S_C_NET (pm4py.algo.analysis.woflan.algorithm.Outputs attribute) S_COMPONENTS (pm4py.algo.analysis.woflan.algorithm.Outputs attribute) SACOFA (pm4py.algo.anonymization.trace_variant_query.algorithm.Variants attribute) safe_parse_list() (in module pm4py.objects.ocel.util.extended_table) sample() (in module pm4py.objects.log.util.sampling) sample_cases() (in module pm4py.utils) sample_dataframe() (in module pm4py.objects.log.util.dataframe_utils) sample_enabled_transition() (pm4py.objects.petri_net.saw_net.semantics.GlobalStochasticArcWeightNetSemantics class method) (pm4py.objects.petri_net.stochastic.semantics.StochasticPetriNetSemantics class method) sample_events() (in module pm4py.utils) sample_log() (in module pm4py.objects.log.util.sampling) sample_ocel_connected_components() (in module pm4py.ocel) sample_ocel_events() (in module pm4py.objects.ocel.util.sampling) sample_ocel_objects() (in module pm4py.objects.ocel.util.sampling) (in module pm4py.ocel) sample_parents() (in module pm4py.algo.discovery.genetic.variants.classic) SAMPLE_SIZE (pm4py.algo.discovery.correlation_mining.variants.classic_split.Parameters attribute) sample_stream() (in module pm4py.objects.log.util.sampling) satisfy_perf() (in module pm4py.algo.filtering.log.cases.case_filter) save() (in module pm4py.visualization.align_table.visualizer) (in module pm4py.visualization.bpmn.variants.bpmnio_auto_layout) (in module pm4py.visualization.bpmn.variants.classic) (in module pm4py.visualization.bpmn.variants.dagrejs) (in module pm4py.visualization.bpmn.visualizer) (in module pm4py.visualization.common.html) (in module pm4py.visualization.common.save) (in module pm4py.visualization.common.visualizer) (in module pm4py.visualization.decisiontree.visualizer) (in module pm4py.visualization.dfg.visualizer) (in module pm4py.visualization.dotted_chart.visualizer) (in module pm4py.visualization.footprints.visualizer) (in module pm4py.visualization.graphs.util.common) (in module pm4py.visualization.heuristics_net.visualizer) (in module pm4py.visualization.network_analysis.visualizer) (in module pm4py.visualization.networkx.visualizer) (in module pm4py.visualization.ocel.eve_to_obj_types.visualizer) (in module pm4py.visualization.ocel.interleavings.visualizer) (in module pm4py.visualization.ocel.object_graph.visualizer) (in module pm4py.visualization.ocel.ocdfg.variants.classic) (in module pm4py.visualization.ocel.ocdfg.variants.elkjs) (in module pm4py.visualization.ocel.ocdfg.visualizer) (in module pm4py.visualization.ocel.ocpn.visualizer) (in module pm4py.visualization.performance_spectrum.visualizer) (in module pm4py.visualization.petri_net.visualizer) (in module pm4py.visualization.powl.visualizer) (in module pm4py.visualization.process_tree.visualizer) (in module pm4py.visualization.sna.variants.networkx) (in module pm4py.visualization.sna.variants.pyvis) (in module pm4py.visualization.sna.visualizer) (in module pm4py.visualization.transition_system.visualizer) (in module pm4py.visualization.trie.visualizer) (in module pm4py.visualization.variants_duration.visualizer) save_vis_alignments() (in module pm4py.vis) save_vis_bpmn() (in module pm4py.vis) save_vis_case_duration_graph() (in module pm4py.vis) save_vis_dfg() (in module pm4py.vis) save_vis_dotted_chart() (in module pm4py.vis) save_vis_events_distribution_graph() (in module pm4py.vis) save_vis_events_per_time_graph() (in module pm4py.vis) save_vis_footprints() (in module pm4py.vis) save_vis_heuristics_net() (in module pm4py.vis) save_vis_network_analysis() (in module pm4py.vis) save_vis_object_graph() (in module pm4py.vis) save_vis_ocdfg() (in module pm4py.vis) save_vis_ocpn() (in module pm4py.vis) save_vis_performance_dfg() (in module pm4py.vis) save_vis_performance_spectrum() (in module pm4py.vis) save_vis_petri_net() (in module pm4py.vis) save_vis_powl() (in module pm4py.vis) save_vis_prefix_tree() (in module pm4py.vis) save_vis_process_tree() (in module pm4py.vis) save_vis_sna() (in module pm4py.vis) save_vis_transition_system() (in module pm4py.vis) SCALING_FACTOR (pm4py.objects.bpmn.layout.variants.graphviz.Parameters attribute) score() (in module pm4py.algo.anonymization.trace_variant_query.util.exp_mech) SCREEN_SIZE_X (pm4py.objects.bpmn.layout.variants.graphviz.Parameters attribute) SCREEN_SIZE_Y (pm4py.objects.bpmn.layout.variants.graphviz.Parameters attribute) search_act_class_attr() (in module pm4py.objects.log.util.insert_classifier) SEARCH_GRAPH_PT (pm4py.algo.conformance.alignments.process_tree.algorithm.Variants attribute) search_path_among_sol() (in module pm4py.objects.petri_net.utils.align_utils) SearchTuple (class in pm4py.objects.petri_net.utils.align_utils) SECONDARY_PERFORMANCE_AGGREGATION (pm4py.algo.querying.llm.abstractions.log_to_dfg_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.log_to_variants_descr.Parameters attribute) select_attributes_from_log_for_tree() (in module pm4py.statistics.attributes.log.select) select_number_column() (in module pm4py.objects.log.util.df_features_utils) (in module pm4py.objects.log.util.pl_lazy_fea_utils) select_operator() (pm4py.algo.simulation.tree_generator.variants.ptandloggenerator.GeneratedTree method) select_string_column() (in module pm4py.objects.log.util.df_features_utils) (in module pm4py.objects.log.util.pl_lazy_fea_utils) select_string_columns() (in module pm4py.objects.log.util.pl_lazy_fea_utils) Semantic (pm4py.objects.log.obj.XESExtension attribute) Semantics (class in pm4py.objects.petri_net.sem_interface) SEQ_BATCHING (pm4py.algo.discovery.batches.utils.detection.BatchType attribute) Sequence (class in pm4py.objects.powl.obj) SEQUENCE (pm4py.algo.conformance.footprints.util.evaluation.Outputs attribute) (pm4py.algo.conformance.footprints.util.tree_visualization.Outputs attribute) (pm4py.algo.conformance.footprints.variants.log_extensive.Outputs attribute) (pm4py.algo.conformance.footprints.variants.log_model.Outputs attribute) (pm4py.algo.conformance.footprints.variants.trace_extensive.Outputs attribute) (pm4py.algo.discovery.footprints.dfg.variants.dfg.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.entire_dataframe.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.entire_event_log.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.polars_lazyframes.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.trace_by_trace.Outputs attribute) (pm4py.algo.discovery.footprints.petri.variants.reach_graph.Outputs attribute) (pm4py.algo.discovery.footprints.powl.variants.bottomup.Outputs attribute) (pm4py.algo.discovery.footprints.tree.variants.bottomup.Outputs attribute) (pm4py.algo.reduction.process_tree.variants.tree_tr_based.Outputs attribute) (pm4py.algo.simulation.tree_generator.variants.ptandloggenerator.Parameters attribute) (pm4py.objects.process_tree.obj.Operator attribute) sequence_requirement() (in module pm4py.objects.conversion.wf_net.variants.to_process_tree) SequenceCut (class in pm4py.algo.discovery.inductive.cuts.sequence) SequenceCutDFG (class in pm4py.algo.discovery.inductive.cuts.sequence) SequenceCutUVCL (class in pm4py.algo.discovery.inductive.cuts.sequence) serialize() (in module pm4py.objects.bpmn.exporter.exporter) (in module pm4py.objects.dfg.exporter.exporter) (in module pm4py.objects.log.exporter.xes.exporter) (in module pm4py.objects.petri_net.exporter.exporter) (in module pm4py.objects.process_tree.exporter.exporter) (in module pm4py.utils) (in module pm4py.visualization.common.gview) (in module pm4py.visualization.dotted_chart.visualizer) (in module pm4py.visualization.graphs.util.common) (in module pm4py.visualization.performance_spectrum.visualizer) (in module pm4py.visualization.variants_duration.visualizer) serialize_dot() (in module pm4py.visualization.common.gview) SERVICE_TIME (pm4py.algo.transformation.log_to_features.variants.temporal.Parameters attribute) (pm4py.algo.transformation.log_to_features.variants.temporal_lazy.Parameters attribute) SET_ATTRIBUTES_TO_READ (pm4py.objects.log.importer.xes.variants.line_by_line.Parameters attribute) set_classifier() (in module pm4py.utils) set_dead_tasks() (pm4py.algo.analysis.woflan.algorithm.woflan method) set_gateway_direction() (pm4py.objects.bpmn.obj.BPMN.Gateway method) set_height() (pm4py.objects.bpmn.obj.BPMN.BPMNNode method) (pm4py.objects.bpmn.obj.BPMNNodeLayout method) set_layout() (pm4py.objects.bpmn.obj.BPMN method) (pm4py.objects.bpmn.obj.BPMN.BPMNNode method) (pm4py.objects.bpmn.obj.BPMN.Flow method) set_left() (pm4py.algo.analysis.woflan.algorithm.woflan method) set_locking_scenarios() (pm4py.algo.analysis.woflan.algorithm.woflan method) set_mcg() (pm4py.algo.analysis.woflan.algorithm.woflan method) set_name() (pm4py.objects.bpmn.obj.BPMN method) (pm4py.objects.bpmn.obj.BPMN.BPMNNode method) set_not_well_handled_pairs() (pm4py.algo.analysis.woflan.algorithm.woflan method) set_place_invariants() (pm4py.algo.analysis.woflan.algorithm.woflan method) set_priority() (pm4py.objects.random_variables.basic_structure.BasicStructureRandomVariable method) (pm4py.objects.random_variables.random_variable.RandomVariable method) set_process() (pm4py.objects.bpmn.obj.BPMN.BPMNNode method) (pm4py.objects.bpmn.obj.BPMN.Flow method) set_process_id() (pm4py.objects.bpmn.obj.BPMN method) set_r_g() (pm4py.algo.analysis.woflan.algorithm.woflan method) set_r_g_s_c() (pm4py.algo.analysis.woflan.algorithm.woflan method) set_restricted_coverability_tree() (pm4py.algo.analysis.woflan.algorithm.woflan method) set_s_c_net() (pm4py.algo.analysis.woflan.algorithm.woflan method) set_s_components() (pm4py.algo.analysis.woflan.algorithm.woflan method) set_uncovered_places_s_component() (pm4py.algo.analysis.woflan.algorithm.woflan method) set_uncovered_places_uniform() (pm4py.algo.analysis.woflan.algorithm.woflan method) set_uncovered_places_weighted() (pm4py.algo.analysis.woflan.algorithm.woflan method) set_uniform_place_invariants() (pm4py.algo.analysis.woflan.algorithm.woflan method) set_weight() (pm4py.objects.random_variables.basic_structure.BasicStructureRandomVariable method) (pm4py.objects.random_variables.random_variable.RandomVariable method) set_weighted_place_invariants() (pm4py.algo.analysis.woflan.algorithm.woflan method) set_width() (pm4py.objects.bpmn.obj.BPMN.BPMNNode method) (pm4py.objects.bpmn.obj.BPMNNodeLayout method) set_x() (pm4py.objects.bpmn.obj.BPMN.BPMNNode method) (pm4py.objects.bpmn.obj.BPMNNodeLayout method) set_y() (pm4py.objects.bpmn.obj.BPMN.BPMNNode method) (pm4py.objects.bpmn.obj.BPMNNodeLayout method) SGASearchState (class in pm4py.algo.conformance.alignments.process_tree.variants.search_graph_pt) Shared (class in pm4py.utils) SharedObj (class in pm4py.util.regex) shift_index() (in module pm4py.algo.discovery.performance_spectrum.variants.dataframe_disconnected) short_circuit_petri_net() (in module pm4py.algo.analysis.woflan.algorithm) shortest_path() (in module pm4py.util.nx_utils) shortest_path_to_close() (in module pm4py.algo.conformance.alignments.process_tree.util.search_graph_pt_replay_semantics) shortest_path_to_enable() (in module pm4py.algo.conformance.alignments.process_tree.util.search_graph_pt_replay_semantics) shortest_path_to_open() (in module pm4py.algo.conformance.alignments.process_tree.util.search_graph_pt_replay_semantics) should_close() (in module pm4py.objects.process_tree.semantics) SHOW_LABELS (pm4py.visualization.transition_system.util.visualize_graphviz.Parameters attribute) (pm4py.visualization.transition_system.variants.view_based.Parameters attribute) SHOW_LEGEND (pm4py.visualization.dotted_chart.variants.classic.Parameters attribute) (pm4py.visualization.variants_duration.variants.classic.Parameters attribute) SHOW_NAMES (pm4py.visualization.transition_system.util.visualize_graphviz.Parameters attribute) (pm4py.visualization.transition_system.variants.view_based.Parameters attribute) SHOW_PROGRESS_BAR (pm4py.algo.anonymization.trace_variant_query.variants.laplace.Parameters attribute) (pm4py.algo.anonymization.trace_variant_query.variants.sacofa.Parameters attribute) (pm4py.algo.conformance.alignments.decomposed.variants.recompos_maximal.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.algorithm.Parameters attribute) (pm4py.algo.conformance.alignments.process_tree.variants.dynamic_programming.Parameters attribute) (pm4py.algo.conformance.alignments.process_tree.variants.milp.Parameters attribute) (pm4py.algo.conformance.alignments.process_tree.variants.search_graph_pt.Parameters attribute) (pm4py.algo.conformance.tokenreplay.variants.token_replay.Parameters attribute) (pm4py.algo.discovery.ilp.variants.classic.Parameters attribute) (pm4py.algo.evaluation.precision.variants.align_etconformance.Parameters attribute) (pm4py.algo.evaluation.precision.variants.automaton_after_align.Parameters attribute) (pm4py.algo.evaluation.precision.variants.etconformance_token.Parameters attribute) (pm4py.algo.evaluation.replay_fitness.variants.token_replay.Parameters attribute) (pm4py.objects.log.exporter.xes.variants.etree_xes_exp.Parameters attribute) (pm4py.objects.log.exporter.xes.variants.line_by_line.Parameters attribute) (pm4py.objects.log.importer.xes.variants.iterparse.Parameters attribute) (pm4py.objects.log.importer.xes.variants.iterparse_20.Parameters attribute) (pm4py.objects.log.importer.xes.variants.iterparse_mem_compressed.Parameters attribute) (pm4py.util.nx_utils.Parameters attribute) SILENT (pm4py.algo.simulation.tree_generator.variants.ptandloggenerator.Parameters attribute) SILENT_TRANSITION_WIDTH (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) SilentTransition (class in pm4py.objects.powl.obj) SIMPLICITY_ARC_DEGREE (pm4py.algo.evaluation.simplicity.algorithm.Variants attribute) simplicity_petri_net() (in module pm4py.analysis) simplify() (pm4py.objects.powl.obj.OperatorPOWL method) (pm4py.objects.powl.obj.POWL method) (pm4py.objects.powl.obj.StrictPartialOrder method) simplify_and_gateways() (in module pm4py.visualization.powl.variants.net) simplify_using_frequent_transitions() (pm4py.objects.powl.obj.OperatorPOWL method) (pm4py.objects.powl.obj.POWL method) (pm4py.objects.powl.obj.StrictPartialOrder method) simulate_case() (in module pm4py.algo.simulation.montecarlo.variants.petri_semaph_fifo) SIMULTANEOUS (pm4py.algo.discovery.batches.utils.detection.BatchType attribute) SINGLE (pm4py.algo.clustering.trace_attribute_driven.util.filter_subsets.Parameters attribute) (pm4py.algo.clustering.trace_attribute_driven.variants.act_dist_calc.Parameters attribute) (pm4py.algo.clustering.trace_attribute_driven.variants.sim_calc.Parameters attribute) (pm4py.algo.clustering.trace_attribute_driven.variants.suc_dist_calc.Parameters attribute) (pm4py.visualization.footprints.visualizer.Variants attribute) single_element_statistics() (in module pm4py.objects.petri_net.utils.performance_map) SingleActivityBaseCaseDFG (class in pm4py.algo.discovery.inductive.base_case.single_activity) SingleActivityBaseCaseUVCL (class in pm4py.algo.discovery.inductive.base_case.single_activity) (class in pm4py.algo.discovery.powl.inductive.base_case.single_activity) SINKS (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) skip (pm4py.algo.discovery.inductive.dtypes.im_dfg.InductiveDFG property) SKIP_BYTES (pm4py.objects.log.importer.xes.variants.line_by_line.Parameters attribute) SKIPPABLE (pm4py.algo.conformance.footprints.util.evaluation.Outputs attribute) (pm4py.algo.conformance.footprints.util.tree_visualization.Outputs attribute) (pm4py.algo.conformance.footprints.variants.log_extensive.Outputs attribute) (pm4py.algo.conformance.footprints.variants.log_model.Outputs attribute) (pm4py.algo.conformance.footprints.variants.trace_extensive.Outputs attribute) (pm4py.algo.discovery.footprints.dfg.variants.dfg.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.entire_dataframe.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.entire_event_log.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.polars_lazyframes.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.trace_by_trace.Outputs attribute) (pm4py.algo.discovery.footprints.petri.variants.reach_graph.Outputs attribute) (pm4py.algo.discovery.footprints.powl.variants.bottomup.Outputs attribute) (pm4py.algo.discovery.footprints.tree.variants.bottomup.Outputs attribute) (pm4py.algo.reduction.process_tree.variants.tree_tr_based.Outputs attribute) SKLEARN_CLUSTERER (pm4py.algo.clustering.profiles.variants.sklearn_profiles.Parameters attribute) SKLEARN_PROFILES (pm4py.algo.clustering.profiles.algorithm.Variants attribute) slice_dist_act() (in module pm4py.algo.clustering.trace_attribute_driven.variants.logslice_dist) slice_dist_suc() (in module pm4py.algo.clustering.trace_attribute_driven.variants.logslice_dist) smooth() (in module pm4py.algo.transformation.log_to_features.util.locally_linear_embedding) SNA (class in pm4py.objects.org.sna.obj) sna_result_to_nx_graph() (in module pm4py.algo.organizational_mining.sna.util) social_position() (in module pm4py.algo.organizational_mining.resource_profiles.algorithm) (in module pm4py.algo.organizational_mining.resource_profiles.variants.log) (in module pm4py.algo.organizational_mining.resource_profiles.variants.pandas) SoftwareCommunication (pm4py.objects.log.obj.XESExtension attribute) SoftwareEvent (pm4py.objects.log.obj.XESExtension attribute) SoftwareTelemetry (pm4py.objects.log.obj.XESExtension attribute) soj_time_business_hours_diff() (in module pm4py.util.business_hours) SOJOURN_TIME (pm4py.algo.transformation.log_to_features.variants.temporal.Parameters attribute) (pm4py.algo.transformation.log_to_features.variants.temporal_lazy.Parameters attribute)

solve() (pm4py.algo.analysis.extended_marking_equation.variants.classic.ExtendedMarkingEquationSolver method) (pm4py.algo.analysis.marking_equation.variants.classic.MarkingEquationSolver method) solve_extended_marking_equation() (in module pm4py.analysis) solve_given_components() (pm4py.algo.analysis.marking_equation.variants.classic.MarkingEquationSolver method) solve_marking_equation() (in module pm4py.analysis) solver() (in module pm4py.util.lp.variants.pulp_solver) SORT_ASCENDING (pm4py.statistics.traces.generic.log.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.pandas.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.polars.case_statistics.Parameters attribute) SORT_BY_COLUMN (pm4py.statistics.traces.generic.pandas.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.polars.case_statistics.Parameters attribute) SORT_BY_INDEX (pm4py.statistics.traces.generic.log.case_statistics.Parameters attribute) sort_dfg_reachability() (in module pm4py.visualization.dfg.util.dfg_gviz) sort_lambda() (in module pm4py.objects.log.util.sorting) sort_lambda_log() (in module pm4py.objects.log.util.sorting) sort_lambda_stream() (in module pm4py.objects.log.util.sorting) sort_log() (in module pm4py.hof) SORT_LOG_REQUIRED (pm4py.algo.discovery.performance_spectrum.variants.dataframe.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.dataframe_disconnected.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.lazyframe.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.lazyframe_disconnected.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.log.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.log_disconnected.Parameters attribute) sort_petri_net() (in module pm4py.visualization.petri_net.common.visualize) SORT_REQUIRED (pm4py.algo.discovery.footprints.log.variants.entire_dataframe.Parameters attribute) (pm4py.algo.discovery.footprints.log.variants.polars_lazyframes.Parameters attribute) sort_timestamp() (in module pm4py.objects.log.util.sorting) sort_timestamp_log() (in module pm4py.objects.log.util.sorting) sort_timestamp_stream() (in module pm4py.objects.log.util.sorting) sort_timestamp_trace() (in module pm4py.objects.log.util.sorting) sort_trace() (in module pm4py.hof) SORTING_COLUMN (pm4py.algo.discovery.ocel.link_analysis.variants.classic.Parameters attribute) (pm4py.algo.organizational_mining.network_analysis.variants.dataframe.Parameters attribute) source (pm4py.objects.bpmn.obj.BPMN.Flow property) (pm4py.objects.petri_net.obj.PetriNet.Arc property) SOURCE_ACTIVITY (pm4py.algo.discovery.ocel.interleavings.variants.timestamp_interleavings.Parameters attribute) SOURCE_TIMESTAMP (pm4py.algo.discovery.ocel.interleavings.variants.timestamp_interleavings.Parameters attribute) SOURCES (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) split() (in module pm4py.objects.log.util.split_train_test) split_by_process_variant() (in module pm4py.stats) SPLIT_IDX (pm4py.algo.analysis.extended_marking_equation.variants.classic.Parameters attribute) split_incidence_matrix() (in module pm4py.algo.analysis.woflan.graphs.utility) split_into_sub_logs() (in module pm4py.algo.concept_drift.variants.bose) split_train_test() (in module pm4py.ml) SplitExclusiveGateway (class in pm4py.visualization.powl.variants.net) start() (pm4py.streaming.stream.live_event_stream.LiveEventStream method) (pm4py.streaming.stream.live_trace_stream.LiveTraceStream method) START_ACT_DICT_ID (pm4py.streaming.algo.discovery.dfg.variants.frequency.Parameters attribute) START_ACTIVITIES (pm4py.algo.conformance.footprints.util.evaluation.Outputs attribute) (pm4py.algo.conformance.footprints.util.tree_visualization.Outputs attribute) (pm4py.algo.conformance.footprints.variants.log_extensive.ConfOutputs attribute) (pm4py.algo.conformance.footprints.variants.log_extensive.Outputs attribute) (pm4py.algo.conformance.footprints.variants.log_model.Outputs attribute) (pm4py.algo.conformance.footprints.variants.trace_extensive.ConfOutputs attribute) (pm4py.algo.conformance.footprints.variants.trace_extensive.Outputs attribute) start_activities (pm4py.algo.discovery.alpha.data_structures.alpha_classic_abstraction.ClassicAlphaAbstraction property) START_ACTIVITIES (pm4py.algo.discovery.footprints.dfg.variants.dfg.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.entire_dataframe.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.entire_event_log.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.polars_lazyframes.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.trace_by_trace.Outputs attribute) (pm4py.algo.discovery.footprints.petri.variants.reach_graph.Outputs attribute) (pm4py.algo.discovery.footprints.powl.variants.bottomup.Outputs attribute) (pm4py.algo.discovery.footprints.tree.variants.bottomup.Outputs attribute) (pm4py.algo.reduction.process_tree.variants.tree_tr_based.Outputs attribute) (pm4py.objects.conversion.dfg.variants.to_petri_net_activity_defines_place.Parameters attribute) (pm4py.objects.conversion.dfg.variants.to_petri_net_invisibles_no_duplicates.Parameters attribute) (pm4py.objects.dfg.exporter.variants.classic.Parameters attribute) start_activities (pm4py.objects.dfg.obj.DirectlyFollowsGraph property) START_ACTIVITIES (pm4py.visualization.dfg.variants.cost.Parameters attribute) (pm4py.visualization.dfg.variants.frequency.Parameters attribute) (pm4py.visualization.dfg.variants.performance.Parameters attribute) (pm4py.visualization.dfg.variants.timeline.Parameters attribute) start_end_act_dependencies_marker_groups() (in module pm4py.objects.ocpn.variants.to_oc_causal_net) START_TIMESTAMP_COLUMN (pm4py.algo.transformation.log_to_features.variants.temporal.Parameters attribute) (pm4py.algo.transformation.log_to_features.variants.temporal_lazy.Parameters attribute) START_TIMESTAMP_KEY (pm4py.algo.conformance.temporal_profile.variants.dataframe.Parameters attribute) (pm4py.algo.conformance.temporal_profile.variants.log.Parameters attribute) (pm4py.algo.discovery.alpha.algorithm.Parameters attribute) (pm4py.algo.discovery.alpha.variants.classic.Parameters attribute) (pm4py.algo.discovery.batches.variants.log.Parameters attribute) (pm4py.algo.discovery.batches.variants.pandas.Parameters attribute) (pm4py.algo.discovery.batches.variants.polars.Parameters attribute) (pm4py.algo.discovery.correlation_mining.variants.classic.Parameters attribute) (pm4py.algo.discovery.correlation_mining.variants.classic_split.Parameters attribute) (pm4py.algo.discovery.correlation_mining.variants.trace_based.Parameters attribute) (pm4py.algo.discovery.dfg.algorithm.Parameters attribute) (pm4py.algo.discovery.dfg.variants.performance.Parameters attribute) (pm4py.algo.discovery.footprints.log.variants.entire_dataframe.Parameters attribute) (pm4py.algo.discovery.footprints.log.variants.polars_lazyframes.Parameters attribute) (pm4py.algo.discovery.heuristics.variants.classic.Parameters attribute) (pm4py.algo.discovery.heuristics.variants.plusplus.Parameters attribute) (pm4py.algo.discovery.temporal_profile.variants.dataframe.Parameters attribute) (pm4py.algo.discovery.temporal_profile.variants.log.Parameters attribute) (pm4py.algo.organizational_mining.resource_profiles.variants.log.Parameters attribute) (pm4py.algo.organizational_mining.resource_profiles.variants.pandas.Parameters attribute) (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) (pm4py.algo.transformation.log_to_interval_tree.variants.open_paths.Parameters attribute) (pm4py.objects.log.util.df_extra_utils.Parameters attribute) (pm4py.objects.log.util.interval_lifecycle.Parameters attribute) (pm4py.objects.log.util.pl_lazy_extra_utils.Parameters attribute) (pm4py.statistics.attributes.log.get.Parameters attribute) (pm4py.statistics.attributes.pandas.get.Parameters attribute) (pm4py.statistics.attributes.polars.get.Parameters attribute) (pm4py.statistics.concurrent_activities.log.get.Parameters attribute) (pm4py.statistics.concurrent_activities.pandas.get.Parameters attribute) (pm4py.statistics.concurrent_activities.polars.get.Parameters attribute) (pm4py.statistics.end_activities.log.get.Parameters attribute) (pm4py.statistics.end_activities.pandas.get.Parameters attribute) (pm4py.statistics.end_activities.polars.get.Parameters attribute) (pm4py.statistics.eventually_follows.log.get.Parameters attribute) (pm4py.statistics.eventually_follows.pandas.get.Parameters attribute) (pm4py.statistics.eventually_follows.polars.get.Parameters attribute) (pm4py.statistics.eventually_follows.uvcl.get.Parameters attribute) (pm4py.statistics.overlap.cases.log.get.Parameters attribute) (pm4py.statistics.overlap.cases.pandas.get.Parameters attribute) (pm4py.statistics.overlap.cases.polars.get.Parameters attribute) (pm4py.statistics.overlap.interval_events.log.get.Parameters attribute) (pm4py.statistics.overlap.interval_events.pandas.get.Parameters attribute) (pm4py.statistics.overlap.interval_events.polars.get.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.post.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.pre.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.prepost.Parameters attribute) (pm4py.statistics.passed_time.polars.variants.post.Parameters attribute) (pm4py.statistics.passed_time.polars.variants.pre.Parameters attribute) (pm4py.statistics.service_time.log.get.Parameters attribute) (pm4py.statistics.service_time.pandas.get.Parameters attribute) (pm4py.statistics.service_time.polars.get.Parameters attribute) (pm4py.statistics.start_activities.log.get.Parameters attribute) (pm4py.statistics.start_activities.pandas.get.Parameters attribute) (pm4py.statistics.start_activities.polars.get.Parameters attribute) (pm4py.statistics.traces.cycle_time.log.get.Parameters attribute) (pm4py.statistics.traces.cycle_time.pandas.get.Parameters attribute) (pm4py.statistics.traces.cycle_time.polars.get.Parameters attribute) (pm4py.statistics.traces.generic.pandas.case_arrival.Parameters attribute) (pm4py.statistics.traces.generic.pandas.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.polars.case_arrival.Parameters attribute) (pm4py.statistics.traces.generic.polars.case_statistics.Parameters attribute) (pm4py.statistics.variants.log.get.Parameters attribute) (pm4py.streaming.algo.conformance.temporal.variants.classic.Parameters attribute) (pm4py.visualization.dfg.variants.cost.Parameters attribute) (pm4py.visualization.dfg.variants.frequency.Parameters attribute) (pm4py.visualization.dfg.variants.performance.Parameters attribute) (pm4py.visualization.dfg.variants.timeline.Parameters attribute) STAT_LOCALE (pm4py.visualization.dfg.variants.timeline.Parameters attribute) (pm4py.visualization.petri_net.variants.greedy_decoration_performance.Parameters attribute) (pm4py.visualization.petri_net.variants.token_decoration_performance.Parameters attribute) State (class in pm4py.objects.process_tree.state) state (pm4py.streaming.stream.live_event_stream.LiveEventStream property) (pm4py.streaming.stream.live_trace_stream.LiveTraceStream property) staterep() (in module pm4py.objects.petri_net.utils.reachability_graph) states (pm4py.objects.transition_system.obj.TransitionSystem property) static_stream (pm4py.streaming.util.live_to_static_stream.LiveToStaticStream attribute) step_1() (in module pm4py.algo.analysis.woflan.algorithm) step_10() (in module pm4py.algo.analysis.woflan.algorithm) step_11() (in module pm4py.algo.analysis.woflan.algorithm) step_12() (in module pm4py.algo.analysis.woflan.algorithm) step_13() (in module pm4py.algo.analysis.woflan.algorithm) step_2() (in module pm4py.algo.analysis.woflan.algorithm) step_3() (in module pm4py.algo.analysis.woflan.algorithm) step_4() (in module pm4py.algo.analysis.woflan.algorithm) step_5() (in module pm4py.algo.analysis.woflan.algorithm) step_6() (in module pm4py.algo.analysis.woflan.algorithm) step_7() (in module pm4py.algo.analysis.woflan.algorithm) step_8() (in module pm4py.algo.analysis.woflan.algorithm) step_9() (in module pm4py.algo.analysis.woflan.algorithm) STOCHASTIC_MAP (pm4py.algo.simulation.playout.petri_net.variants.stochastic_playout.Parameters attribute) STOCHASTIC_PLAYOUT (pm4py.algo.simulation.playout.petri_net.algorithm.Variants attribute) StochasticArcWeightNet (class in pm4py.objects.petri_net.saw_net.obj) StochasticArcWeightNet.Arc (class in pm4py.objects.petri_net.saw_net.obj) StochasticArcWeightNetSemantics (class in pm4py.objects.petri_net.saw_net.semantics) StochasticPetriNet (class in pm4py.objects.petri_net.stochastic.obj) StochasticPetriNet.Transition (class in pm4py.objects.petri_net.stochastic.obj) StochasticPetriNetSemantics (class in pm4py.objects.petri_net.stochastic.semantics) stop() (pm4py.streaming.connectors.windows.click_key_logger.WindowsEventLogger method) (pm4py.streaming.stream.live_event_stream.LiveEventStream method) (pm4py.streaming.stream.live_trace_stream.LiveTraceStream method) STOP_IMMEDIATELY_UNFIT (pm4py.algo.conformance.tokenreplay.variants.backwards.Parameters attribute) (pm4py.algo.conformance.tokenreplay.variants.token_replay.Parameters attribute) STR_EVENT_ATTRIBUTES (pm4py.algo.transformation.log_to_features.variants.event_based.Parameters attribute) (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) STR_EVSUCC_ATTRIBUTES (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) STR_TRACE_ATTRIBUTES (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) STREAM_FILTER_KEY1 (pm4py.algo.filtering.log.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.pandas.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.polars.attributes.attributes_filter.Parameters attribute) STREAM_FILTER_KEY2 (pm4py.algo.filtering.log.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.pandas.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.polars.attributes.attributes_filter.Parameters attribute) STREAM_FILTER_VALUE1 (pm4py.algo.filtering.log.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.pandas.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.polars.attributes.attributes_filter.Parameters attribute) STREAM_FILTER_VALUE2 (pm4py.algo.filtering.log.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.pandas.attributes.attributes_filter.Parameters attribute) (pm4py.algo.filtering.polars.attributes.attributes_filter.Parameters attribute) STREAM_POST_PROCESSING (pm4py.objects.conversion.log.variants.to_data_frame.Parameters attribute) (pm4py.objects.conversion.log.variants.to_event_log.Parameters attribute) (pm4py.objects.conversion.log.variants.to_event_stream.Parameters attribute) StreamingAlgorithm (class in pm4py.streaming.algo.interface) StreamingDfgDiscovery (class in pm4py.streaming.algo.discovery.dfg.variants.frequency) StreamingEventXesReader (class in pm4py.streaming.importer.xes.variants.xes_event_stream) StreamingTraceXesReader (class in pm4py.streaming.importer.xes.variants.xes_trace_stream) StreamState (class in pm4py.streaming.stream.live_event_stream) (class in pm4py.streaming.stream.live_trace_stream) STRICT (pm4py.algo.conformance.footprints.variants.log_model.Parameters attribute) (pm4py.algo.filtering.log.prefixes.prefix_filter.Parameters attribute) (pm4py.algo.filtering.log.suffixes.suffix_filter.Parameters attribute) (pm4py.algo.filtering.pandas.prefixes.prefix_filter.Parameters attribute) (pm4py.algo.filtering.pandas.suffixes.suffix_filter.Parameters attribute) (pm4py.statistics.concurrent_activities.log.get.Parameters attribute) (pm4py.statistics.concurrent_activities.pandas.get.Parameters attribute) (pm4py.statistics.concurrent_activities.polars.get.Parameters attribute) StrictPartialOrder (class in pm4py.objects.powl.obj) StrictSequenceCut (class in pm4py.algo.discovery.inductive.cuts.sequence) StrictSequenceCutDFG (class in pm4py.algo.discovery.inductive.cuts.sequence) StrictSequenceCutUVCL (class in pm4py.algo.discovery.inductive.cuts.sequence) StrictTauLoopUVCL (class in pm4py.algo.discovery.inductive.fall_through.strict_tau_loop) STRING_ATTRIBUTES (pm4py.algo.conformance.tokenreplay.diagnostics.root_cause_analysis.Parameters attribute) STRING_DISTANCE (pm4py.algo.evaluation.earth_mover_distance.variants.pyemd.Parameters attribute) strongly_connected_components() (in module pm4py.util.nx_utils) structural_distance() (in module pm4py.objects.process_tree.utils.struct_similarity) structural_similarity() (in module pm4py.analysis) (in module pm4py.objects.process_tree.utils.struct_similarity) structurally_language_equal() (in module pm4py.objects.process_tree.utils.generic) SUB_LOG_SIZE (pm4py.algo.concept_drift.variants.bose.Parameters attribute) sub_vector() (in module pm4py.objects.bpmn.semantics) SUBCASE_CONCAT_STR (pm4py.algo.filtering.log.between.between_filter.Parameters attribute) (pm4py.algo.filtering.pandas.activity_split.activity_split_filter.Parameters attribute) (pm4py.algo.filtering.pandas.between.between_filter.Parameters attribute) (pm4py.algo.filtering.polars.activity_split.activity_split_filter.Parameters attribute) (pm4py.algo.filtering.polars.between.between_filter.Parameters attribute) SUBCONTRACTING_LOG (pm4py.algo.organizational_mining.sna.algorithm.Variants attribute) SUBCONTRACTING_PANDAS (pm4py.algo.organizational_mining.sna.algorithm.Variants attribute) sublog2df() (in module pm4py.algo.clustering.trace_attribute_driven.util.filter_subsets) sublog2df_num() (in module pm4py.algo.clustering.trace_attribute_driven.util.filter_subsets) sublog2varlist() (in module pm4py.algo.clustering.trace_attribute_driven.util.filter_subsets) sublog_percent() (in module pm4py.algo.clustering.trace_attribute_driven.util.filter_subsets) sublog_percent2actlist() (in module pm4py.algo.clustering.trace_attribute_driven.util.filter_subsets) sublog_percent2varlist() (in module pm4py.algo.clustering.trace_attribute_driven.util.filter_subsets) submit() (pm4py.util.thread_utils.Pm4pyThreadManager method) suc_sim() (in module pm4py.algo.clustering.trace_attribute_driven.variants.suc_dist_calc) suc_sim_dual() (in module pm4py.algo.clustering.trace_attribute_driven.variants.suc_dist_calc) suc_sim_percent() (in module pm4py.algo.clustering.trace_attribute_driven.variants.suc_dist_calc) suc_sim_percent_avg() (in module pm4py.algo.clustering.trace_attribute_driven.variants.suc_dist_calc) succession_template() (in module pm4py.algo.discovery.declare.variants.classic) SUFFIX_LENGTH (pm4py.algo.label_splitting.variants.contextual.Parameters attribute) sum_activities_count() (in module pm4py.objects.dfg.utils.dfg_utils) sum_end_activities_count() (in module pm4py.objects.dfg.utils.dfg_utils) sum_ingoutg_val_activ() (in module pm4py.objects.dfg.utils.dfg_utils) sum_start_activities_count() (in module pm4py.objects.dfg.utils.dfg_utils) support_count (pm4py.objects.oc_causal_net.obj.OCCausalNet.MarkerGroup property) SWIMLANES_MARGIN (pm4py.visualization.bpmn.variants.classic.Parameters attribute) SYMBOLIC (pm4py.visualization.process_tree.visualizer.Variants attribute) SYNC_COST_FUNCTION (pm4py.algo.conformance.alignments.dfg.variants.classic.Parameters attribute) SYNCHRONOUS (pm4py.algo.conformance.alignments.petri_net.algorithm.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star.Parameters attribute)

T

TABLE_NAME (pm4py.algo.querying.llm.injection.db_knowledge.variants.pandas_duckdb.Parameters attribute) (pm4py.algo.querying.llm.injection.db_knowledge.variants.sqlite3_traditional.Parameters attribute) table_to_log() (in module pm4py.objects.log.util.dataframe_utils) table_to_stream() (in module pm4py.objects.log.util.dataframe_utils) target (pm4py.objects.bpmn.obj.BPMN.Flow property) (pm4py.objects.petri_net.obj.PetriNet.Arc property) TARGET_ACTIVITIES (pm4py.algo.label_splitting.variants.contextual.Parameters attribute) TARGET_ACTIVITY (pm4py.algo.discovery.ocel.interleavings.variants.timestamp_interleavings.Parameters attribute) TARGET_ATTRIBUTE (pm4py.algo.conformance.alignments.petri_net.utils.log_enrichment.Parameters attribute) TARGET_ATTRIBUTE_KEY (pm4py.algo.filtering.pandas.paths.paths_filter.Parameters attribute) (pm4py.algo.filtering.polars.paths.paths_filter.Parameters attribute) TARGET_COLUMN (pm4py.algo.label_splitting.variants.contextual.Parameters attribute) TARGET_OBJECT_TYPE (pm4py.objects.ocel.util.log_ocel.Parameters attribute) TARGET_OBJECT_TYPE_2 (pm4py.objects.ocel.util.log_ocel.Parameters attribute) TARGET_TIMESTAMP (pm4py.algo.discovery.ocel.interleavings.variants.timestamp_interleavings.Parameters attribute) TASK_WH (pm4py.objects.bpmn.layout.variants.graphviz.Parameters attribute) TauLoopUVCL (class in pm4py.algo.discovery.inductive.fall_through.tau_loop) TbrStreamingConformance (class in pm4py.streaming.algo.conformance.tbr.variants.classic) TechnicalParameters (class in pm4py.algo.conformance.tokenreplay.variants.token_replay) TEMP_COLUMN (pm4py.algo.filtering.ocel.activity_type_matching.Parameters attribute) (pm4py.algo.filtering.pandas.prefixes.prefix_filter.Parameters attribute) (pm4py.algo.filtering.pandas.suffixes.suffix_filter.Parameters attribute) (pm4py.statistics.ocel.ot_activities.Parameters attribute) TEMP_SEPARATOR (pm4py.algo.filtering.ocel.activity_type_matching.Parameters attribute) (pm4py.statistics.ocel.ot_activities.Parameters attribute) TEMPORAL (pm4py.algo.transformation.log_to_features.algorithm.Variants attribute) TemporalProfileStreamingConformance (class in pm4py.streaming.algo.conformance.temporal.variants.classic) terminate() (pm4py.streaming.algo.conformance.footprints.variants.classic.FootprintsStreamingConformance method) (pm4py.streaming.algo.conformance.tbr.variants.classic.TbrStreamingConformance method) terminate_all() (pm4py.streaming.algo.conformance.footprints.variants.classic.FootprintsStreamingConformance method) (pm4py.streaming.algo.conformance.tbr.variants.classic.TbrStreamingConformance method) textual_abstraction_from_fea_df() (in module pm4py.algo.querying.llm.abstractions.log_to_fea_descr) (in module pm4py.algo.querying.llm.abstractions.ocel_fea_descr) THETA (pm4py.algo.conformance.ocel.otg.variants.graph_comparison.Parameters attribute) THETA_ACT (pm4py.algo.conformance.ocel.ocdfg.variants.graph_comparison.Parameters attribute) THETA_FLOW (pm4py.algo.conformance.ocel.ocdfg.variants.graph_comparison.Parameters attribute) THETA_REL (pm4py.algo.conformance.ocel.etot.variants.graph_comparison.Parameters attribute) THINKING_TOKENS (pm4py.algo.querying.llm.connectors.anthropic.Parameters attribute) THREAD_MAX_EX_TIME (pm4py.algo.conformance.tokenreplay.variants.backwards.Parameters attribute) (pm4py.algo.conformance.tokenreplay.variants.token_replay.Parameters attribute) THREAD_POOL_SIZE (pm4py.streaming.stream.live_event_stream.Parameters attribute) (pm4py.streaming.stream.live_trace_stream.Parameters attribute) THREAD_SAFE (pm4py.streaming.util.dictio.generator.Variants attribute) ThreadSafeDict (class in pm4py.streaming.util.dictio.versions.thread_safe) ThreadSafeRedisDict (class in pm4py.streaming.util.dictio.versions.redis) THRESH_P_VALUE (pm4py.algo.concept_drift.variants.bose.Parameters attribute) Time (pm4py.objects.log.obj.XESExtension attribute) times_from_first_occurrence_activity_case() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) times_from_last_occurrence_activity_case() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) TIMESTAMP_COLUMN (pm4py.algo.transformation.log_to_features.variants.temporal.Parameters attribute) (pm4py.algo.transformation.log_to_features.variants.temporal_lazy.Parameters attribute) TIMESTAMP_DIFF (pm4py.algo.discovery.ocel.interleavings.variants.timestamp_interleavings.Parameters attribute) TIMESTAMP_DIFF_BOUNDARIES (pm4py.algo.filtering.log.ltl.ltl_checker.Parameters attribute) (pm4py.algo.filtering.pandas.ltl.ltl_checker.Parameters attribute) (pm4py.algo.filtering.polars.ltl.ltl_checker.Parameters attribute) TIMESTAMP_DIFF_COLUMN (pm4py.algo.organizational_mining.network_analysis.variants.dataframe.Parameters attribute) TIMESTAMP_INTERLEAVINGS (pm4py.algo.discovery.ocel.interleavings.algorithm.Variants attribute) TIMESTAMP_KEY (pm4py.algo.concept_drift.variants.bose.Parameters attribute) (pm4py.algo.conformance.alignments.dfg.variants.classic.Parameters attribute) (pm4py.algo.conformance.alignments.edit_distance.variants.edit_distance.Parameters attribute) (pm4py.algo.conformance.temporal_profile.variants.dataframe.Parameters attribute) (pm4py.algo.conformance.temporal_profile.variants.log.Parameters attribute) (pm4py.algo.conformance.tokenreplay.diagnostics.duration_diagnostics.Parameters attribute) (pm4py.algo.discovery.alpha.algorithm.Parameters attribute) (pm4py.algo.discovery.alpha.variants.classic.Parameters attribute) (pm4py.algo.discovery.batches.variants.log.Parameters attribute) (pm4py.algo.discovery.batches.variants.pandas.Parameters attribute) (pm4py.algo.discovery.batches.variants.polars.Parameters attribute) (pm4py.algo.discovery.correlation_mining.variants.classic.Parameters attribute) (pm4py.algo.discovery.correlation_mining.variants.classic_split.Parameters attribute) (pm4py.algo.discovery.correlation_mining.variants.trace_based.Parameters attribute) (pm4py.algo.discovery.dfg.algorithm.Parameters attribute) (pm4py.algo.discovery.dfg.variants.clean.Parameters attribute) (pm4py.algo.discovery.dfg.variants.clean_polars.Parameters attribute) (pm4py.algo.discovery.dfg.variants.clean_time.Parameters attribute) (pm4py.algo.discovery.dfg.variants.performance.Parameters attribute) (pm4py.algo.discovery.footprints.log.variants.entire_dataframe.Parameters attribute) (pm4py.algo.discovery.footprints.log.variants.polars_lazyframes.Parameters attribute) (pm4py.algo.discovery.genetic.algorithm.Parameters attribute) (pm4py.algo.discovery.heuristics.variants.classic.Parameters attribute) (pm4py.algo.discovery.heuristics.variants.plusplus.Parameters attribute) (pm4py.algo.discovery.inductive.algorithm.Parameters attribute) (pm4py.algo.discovery.ocel.interleavings.utils.merge_dataframe_rel_cases.Parameters attribute) (pm4py.algo.discovery.ocel.interleavings.variants.timestamp_interleavings.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.algorithm.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.dataframe.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.dataframe_disconnected.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.lazyframe.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.lazyframe_disconnected.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.log.Parameters attribute) (pm4py.algo.discovery.performance_spectrum.variants.log_disconnected.Parameters attribute) (pm4py.algo.discovery.temporal_profile.variants.dataframe.Parameters attribute) (pm4py.algo.discovery.temporal_profile.variants.log.Parameters attribute) (pm4py.algo.filtering.log.cases.case_filter.Parameters attribute) (pm4py.algo.filtering.log.ltl.ltl_checker.Parameters attribute) (pm4py.algo.filtering.log.paths.paths_filter.Parameters attribute) (pm4py.algo.filtering.log.timestamp.timestamp_filter.Parameters attribute) (pm4py.algo.filtering.ocel.event_attributes.Parameters attribute) (pm4py.algo.filtering.pandas.cases.case_filter.Parameters attribute) (pm4py.algo.filtering.pandas.ltl.ltl_checker.Parameters attribute) (pm4py.algo.filtering.pandas.paths.paths_filter.Parameters attribute) (pm4py.algo.filtering.pandas.timestamp.timestamp_filter.Parameters attribute) (pm4py.algo.filtering.pandas.timestamp_case_grouping.timestamp_case_grouping_filter.Parameters attribute) (pm4py.algo.filtering.polars.cases.case_filter.Parameters attribute) (pm4py.algo.filtering.polars.ltl.ltl_checker.Parameters attribute) (pm4py.algo.filtering.polars.paths.paths_filter.Parameters attribute) (pm4py.algo.filtering.polars.timestamp.timestamp_filter.Parameters attribute) (pm4py.algo.filtering.polars.timestamp_case_grouping.timestamp_case_grouping_filter.Parameters attribute) (pm4py.algo.merging.case_relations.variants.pandas.Parameters attribute) (pm4py.algo.organizational_mining.network_analysis.variants.dataframe.Parameters attribute) (pm4py.algo.organizational_mining.resource_profiles.variants.log.Parameters attribute) (pm4py.algo.organizational_mining.resource_profiles.variants.pandas.Parameters attribute) (pm4py.algo.querying.llm.abstractions.case_to_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.log_to_dfg_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.log_to_variants_descr.Parameters attribute) (pm4py.algo.querying.llm.abstractions.stream_to_descr.Parameters attribute) (pm4py.algo.querying.llm.injection.db_knowledge.variants.pandas_duckdb.Parameters attribute) (pm4py.algo.querying.llm.injection.db_knowledge.variants.sqlite3_traditional.Parameters attribute) (pm4py.algo.simulation.montecarlo.utils.replay.Parameters attribute) (pm4py.algo.simulation.montecarlo.variants.petri_semaph_fifo.Parameters attribute) (pm4py.algo.simulation.playout.dfg.variants.classic.Parameters attribute) (pm4py.algo.simulation.playout.dfg.variants.performance.Parameters attribute) (pm4py.algo.simulation.playout.petri_net.variants.basic_playout.Parameters attribute) (pm4py.algo.simulation.playout.petri_net.variants.extensive.Parameters attribute) (pm4py.algo.simulation.playout.petri_net.variants.stochastic_playout.Parameters attribute) (pm4py.algo.transformation.log_to_features.util.locally_linear_embedding.Parameters attribute) (pm4py.algo.transformation.log_to_features.variants.trace_based.Parameters attribute) (pm4py.algo.transformation.log_to_interval_tree.variants.open_paths.Parameters attribute) (pm4py.algo.transformation.log_to_target.variants.next_time.Parameters attribute) (pm4py.algo.transformation.log_to_target.variants.remaining_time.Parameters attribute) (pm4py.objects.log.importer.xes.variants.iterparse.Parameters attribute) (pm4py.objects.log.importer.xes.variants.iterparse_20.Parameters attribute) (pm4py.objects.log.importer.xes.variants.iterparse_mem_compressed.Parameters attribute) (pm4py.objects.log.importer.xes.variants.line_by_line.Parameters attribute) (pm4py.objects.log.util.artificial.Parameters attribute) (pm4py.objects.log.util.dataframe_utils.Parameters attribute) (pm4py.objects.log.util.df_extra_utils.Parameters attribute) (pm4py.objects.log.util.interval_lifecycle.Parameters attribute) (pm4py.objects.log.util.pandas_numpy_variants.Parameters attribute) (pm4py.objects.log.util.pl_lazy_extra_utils.Parameters attribute) (pm4py.objects.ocel.util.log_ocel.Parameters attribute) (pm4py.statistics.attributes.log.get.Parameters attribute) (pm4py.statistics.attributes.pandas.get.Parameters attribute) (pm4py.statistics.attributes.polars.get.Parameters attribute) (pm4py.statistics.concurrent_activities.log.get.Parameters attribute) (pm4py.statistics.concurrent_activities.pandas.get.Parameters attribute) (pm4py.statistics.concurrent_activities.polars.get.Parameters attribute) (pm4py.statistics.end_activities.log.get.Parameters attribute) (pm4py.statistics.end_activities.pandas.get.Parameters attribute) (pm4py.statistics.end_activities.polars.get.Parameters attribute) (pm4py.statistics.eventually_follows.log.get.Parameters attribute) (pm4py.statistics.eventually_follows.pandas.get.Parameters attribute) (pm4py.statistics.eventually_follows.polars.get.Parameters attribute) (pm4py.statistics.eventually_follows.uvcl.get.Parameters attribute) (pm4py.statistics.overlap.cases.log.get.Parameters attribute) (pm4py.statistics.overlap.cases.pandas.get.Parameters attribute) (pm4py.statistics.overlap.cases.polars.get.Parameters attribute) (pm4py.statistics.overlap.interval_events.log.get.Parameters attribute) (pm4py.statistics.overlap.interval_events.pandas.get.Parameters attribute) (pm4py.statistics.overlap.interval_events.polars.get.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.post.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.pre.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.prepost.Parameters attribute) (pm4py.statistics.passed_time.polars.variants.post.Parameters attribute) (pm4py.statistics.passed_time.polars.variants.pre.Parameters attribute) (pm4py.statistics.service_time.log.get.Parameters attribute) (pm4py.statistics.service_time.pandas.get.Parameters attribute) (pm4py.statistics.service_time.polars.get.Parameters attribute) (pm4py.statistics.start_activities.log.get.Parameters attribute) (pm4py.statistics.start_activities.pandas.get.Parameters attribute) (pm4py.statistics.start_activities.polars.get.Parameters attribute) (pm4py.statistics.traces.cycle_time.log.get.Parameters attribute) (pm4py.statistics.traces.cycle_time.pandas.get.Parameters attribute) (pm4py.statistics.traces.cycle_time.polars.get.Parameters attribute) (pm4py.statistics.traces.generic.log.case_arrival.Parameters attribute) (pm4py.statistics.traces.generic.log.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.pandas.case_arrival.Parameters attribute) (pm4py.statistics.traces.generic.pandas.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.polars.case_arrival.Parameters attribute) (pm4py.statistics.traces.generic.polars.case_statistics.Parameters attribute) (pm4py.statistics.variants.log.get.Parameters attribute) (pm4py.statistics.variants.polars.get.Parameters attribute) (pm4py.streaming.algo.conformance.temporal.variants.classic.Parameters attribute) (pm4py.streaming.conversion.from_pandas.Parameters attribute) (pm4py.streaming.conversion.ocel_flatts_distributor.Parameters attribute) (pm4py.visualization.dfg.variants.cost.Parameters attribute) (pm4py.visualization.dfg.variants.frequency.Parameters attribute) (pm4py.visualization.dfg.variants.performance.Parameters attribute) (pm4py.visualization.dfg.variants.timeline.Parameters attribute) (pm4py.visualization.petri_net.common.visualize.Parameters attribute) (pm4py.visualization.petri_net.variants.greedy_decoration_frequency.Parameters attribute) (pm4py.visualization.petri_net.variants.greedy_decoration_performance.Parameters attribute) (pm4py.visualization.petri_net.variants.token_decoration_frequency.Parameters attribute) (pm4py.visualization.petri_net.variants.token_decoration_performance.Parameters attribute) (pm4py.visualization.petri_net.variants.wo_decoration.Parameters attribute)

timestamp_list_is_ge() (in module pm4py.algo.filtering.log.ltl.ltl_checker) timestamp_list_is_le() (in module pm4py.algo.filtering.log.ltl.ltl_checker) TIMESTAMP_SORT (pm4py.objects.log.importer.xes.variants.iterparse.Parameters attribute) (pm4py.objects.log.importer.xes.variants.iterparse_20.Parameters attribute) (pm4py.objects.log.importer.xes.variants.iterparse_mem_compressed.Parameters attribute) (pm4py.objects.log.importer.xes.variants.line_by_line.Parameters attribute) TITLE (pm4py.visualization.graphs.variants.attributes.Parameters attribute) (pm4py.visualization.graphs.variants.barplot.Parameters attribute) (pm4py.visualization.graphs.variants.cases.Parameters attribute) (pm4py.visualization.graphs.variants.dates.Parameters attribute) TO_ALTERNATIVE_FORMAT (pm4py.objects.ocpn.converter.Variants attribute) TO_BPMN (pm4py.objects.conversion.process_tree.converter.Variants attribute) (pm4py.objects.conversion.wf_net.converter.Variants attribute) to_bpmn() (in module pm4py.visualization.powl.variants.net) TO_DATA_FRAME (pm4py.objects.conversion.log.converter.Variants attribute) to_dict_index() (in module pm4py.util.pandas_utils) to_dict_records() (in module pm4py.util.pandas_utils) TO_EVENT_LOG (pm4py.objects.conversion.log.converter.Variants attribute) TO_EVENT_STREAM (pm4py.objects.conversion.log.converter.Variants attribute) to_event_stream() (pm4py.streaming.importer.csv.variants.csv_event_stream.CSVEventStreamReader method) (pm4py.streaming.importer.xes.variants.xes_event_stream.StreamingEventXesReader method) to_interval() (in module pm4py.objects.log.util.interval_lifecycle) to_lifecycle() (in module pm4py.objects.log.util.interval_lifecycle) TO_NX (pm4py.objects.conversion.log.converter.Variants attribute) TO_OC_CAUSAL_NET (pm4py.objects.ocpn.converter.Variants attribute) TO_OCPN (pm4py.objects.oc_causal_net.converter.Variants attribute) TO_PETRI_NET (pm4py.objects.conversion.bpmn.converter.Variants attribute) (pm4py.objects.conversion.genetic_matrix.converter.Variants attribute) (pm4py.objects.conversion.heuristics_net.converter.Variants attribute) (pm4py.objects.conversion.powl.converter.Variants attribute) (pm4py.objects.conversion.process_tree.converter.Variants attribute) (pm4py.objects.conversion.trie.converter.Variants attribute) TO_PETRI_NET_TRANSITION_BORDERED (pm4py.objects.conversion.process_tree.converter.Variants attribute) TO_POWL (pm4py.objects.conversion.process_tree.converter.Variants attribute) TO_PROCESS_TREE (pm4py.objects.conversion.wf_net.converter.Variants attribute) to_state (pm4py.objects.transition_system.obj.TransitionSystem.Transition property) to_string() (pm4py.objects.powl.obj.StrictPartialOrder method) (pm4py.objects.process_tree.obj.ProcessTree method) to_trace_stream() (pm4py.streaming.conversion.from_pandas.PandasDataframeAsIterable method) (pm4py.streaming.importer.xes.variants.xes_trace_stream.StreamingTraceXesReader method) TOKEN_BASED (pm4py.algo.evaluation.replay_fitness.algorithm.Variants attribute) TOKEN_REPLAY (pm4py.algo.conformance.tokenreplay.algorithm.Variants attribute) TOKEN_REPLAY_VARIANT (pm4py.algo.evaluation.precision.variants.align_etconformance.Parameters attribute) (pm4py.algo.evaluation.precision.variants.automaton_after_align.Parameters attribute) (pm4py.algo.evaluation.precision.variants.etconformance_token.Parameters attribute) (pm4py.algo.evaluation.replay_fitness.variants.alignment_based.Parameters attribute) (pm4py.algo.evaluation.replay_fitness.variants.token_replay.Parameters attribute) (pm4py.algo.simulation.montecarlo.utils.replay.Parameters attribute) (pm4py.algo.simulation.montecarlo.variants.petri_semaph_fifo.Parameters attribute) TOP (pm4py.objects.bpmn.layout.variants.graphviz.EndpointDirection attribute) TOPBOTTOM (pm4py.algo.simulation.playout.process_tree.algorithm.Variants attribute) total_entropy() (in module pm4py.statistics.chaotic_activities.variants.niek_sidorova) tournament() (in module pm4py.algo.discovery.genetic.variants.classic) tr_vlist() (in module pm4py.algo.conformance.tokenreplay.variants.backwards) Trace (class in pm4py.objects.log.obj) TRACE (pm4py.algo.conformance.footprints.util.evaluation.Outputs attribute) (pm4py.algo.conformance.footprints.util.tree_visualization.Outputs attribute) (pm4py.algo.conformance.footprints.variants.log_extensive.Outputs attribute) (pm4py.algo.conformance.footprints.variants.log_model.Outputs attribute) (pm4py.algo.conformance.footprints.variants.trace_extensive.Outputs attribute) (pm4py.algo.discovery.footprints.dfg.variants.dfg.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.entire_dataframe.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.entire_event_log.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.polars_lazyframes.Outputs attribute) (pm4py.algo.discovery.footprints.log.variants.trace_by_trace.Outputs attribute) (pm4py.algo.discovery.footprints.petri.variants.reach_graph.Outputs attribute) (pm4py.algo.discovery.footprints.powl.variants.bottomup.Outputs attribute) (pm4py.algo.discovery.footprints.tree.variants.bottomup.Outputs attribute) (pm4py.algo.reduction.process_tree.variants.tree_tr_based.Outputs attribute) trace_attr_is_contained() (in module pm4py.algo.filtering.log.timestamp.timestamp_filter) TRACE_BASED (pm4py.algo.discovery.correlation_mining.algorithm.Variants attribute) (pm4py.algo.transformation.log_to_features.algorithm.Variants attribute) TRACE_BY_TRACE (pm4py.algo.discovery.footprints.algorithm.Variants attribute) TRACE_EXTENSIVE (pm4py.algo.conformance.footprints.algorithm.Variants attribute) trace_levenshtein() (in module pm4py.algo.anonymization.pripel.util.trace_levenshtein) TRACE_NET_CONSTR_FUNCTION (pm4py.algo.conformance.alignments.petri_net.algorithm.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_no_heuristics.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_no_heuristics.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star.Parameters attribute) TRACE_NET_COST_AWARE_CONSTR_FUNCTION (pm4py.algo.conformance.alignments.petri_net.algorithm.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_no_heuristics.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_no_heuristics.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star.Parameters attribute) trace_to_list_of_str() (in module pm4py.algo.conformance.alignments.process_tree.variants.approximated.utilities) TraceMatcher (class in pm4py.algo.anonymization.pripel.util.TraceMatcher) TraceStreamPrinter (class in pm4py.streaming.util.trace_stream_printer) TRANS_FREQUENCY (pm4py.visualization.transition_system.visualizer.Variants attribute) transcribe_result() (in module pm4py.algo.conformance.tokenreplay.variants.token_replay) transform_activity() (in module pm4py.objects.oc_causal_net.variants.to_ocpn) transform_basis() (in module pm4py.algo.analysis.woflan.place_invariants.utility) transform_dfg_to_directed_nx_graph() (in module pm4py.objects.dfg.utils.dfg_utils) transform_features_to_dict_dict() (in module pm4py.algo.transformation.ocel.features.events.algorithm) (in module pm4py.algo.transformation.ocel.features.objects.algorithm) transform_input_object_type_group() (in module pm4py.objects.oc_causal_net.variants.to_ocpn) transform_marker() (in module pm4py.objects.oc_causal_net.variants.to_ocpn) transform_marker_group() (in module pm4py.objects.oc_causal_net.variants.to_ocpn) transform_markings_from_sync_to_original_net() (in module pm4py.algo.evaluation.precision.variants.align_etconformance) transform_output_key_group() (in module pm4py.objects.oc_causal_net.variants.to_ocpn) transform_output_object_type_group() (in module pm4py.objects.oc_causal_net.variants.to_ocpn) transform_to_hex() (in module pm4py.visualization.heuristics_net.variants.pydotplus_vis) transform_to_hex_2() (in module pm4py.visualization.heuristics_net.variants.pydotplus_vis) transform_tree() (in module pm4py.algo.conformance.alignments.process_tree.util.search_graph_pt_replay_semantics) TRANSFORMATION_FUNCTION (pm4py.streaming.importer.csv.variants.csv_event_stream.Parameters attribute) transient_analysis_from_petri_net_and_smap() (in module pm4py.objects.stochastic_petri.ctmc) transient_analysis_from_tangible_q_matrix_and_single_state() (in module pm4py.objects.stochastic_petri.ctmc) transient_analysis_from_tangible_q_matrix_and_states_vector() (in module pm4py.objects.stochastic_petri.ctmc) Transition (class in pm4py.objects.powl.obj) TRANSITION_COLOR (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) transition_dependencies_marker_groups() (in module pm4py.objects.ocpn.variants.to_oc_causal_net) TRANSITION_FILL_COLOR (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) TRANSITION_HEIGHT (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) transition_id (pm4py.objects.powl.obj.Transition attribute) TRANSITION_KEY (pm4py.objects.log.util.interval_lifecycle.Parameters attribute) TRANSITION_TEXT_COLOR (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) TRANSITION_WIDTH (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) transitions (pm4py.objects.petri_net.obj.PetriNet property) (pm4py.objects.petri_net.utils.consumption_matrix.ConsumptionMatrix property) (pm4py.objects.petri_net.utils.incidence_matrix.IncidenceMatrix property) (pm4py.objects.transition_system.obj.TransitionSystem property) TransitionSystem (class in pm4py.objects.transition_system.obj) TransitionSystem.State (class in pm4py.objects.transition_system.obj) TransitionSystem.Transition (class in pm4py.objects.transition_system.obj) transitive_reduction() (in module pm4py.algo.discovery.footprints.powl.variants.bottomup) (in module pm4py.objects.transition_system.utils) translate_infix_to_regex() (in module pm4py.algo.filtering.common.traces.infix_to_regex) TRANSPARENT (pm4py.visualization.graphs.variants.attributes.Parameters attribute) (pm4py.visualization.graphs.variants.barplot.Parameters attribute) (pm4py.visualization.graphs.variants.cases.Parameters attribute) (pm4py.visualization.graphs.variants.dates.Parameters attribute) TREE (pm4py.algo.discovery.powl.inductive.variants.powl_discovery_varaints.POWLDiscoveryVariant attribute) tree_sort() (in module pm4py.objects.process_tree.utils.generic) TREE_TR_BASED (pm4py.algo.reduction.process_tree.reducer.Variants attribute) Trie (class in pm4py.objects.trie.obj) try_to_execute() (in module pm4py.objects.bpmn.semantics) TRY_TO_REACH_FINAL_MARKING_THROUGH_HIDDEN (pm4py.algo.conformance.tokenreplay.variants.backwards.Parameters attribute) (pm4py.algo.conformance.tokenreplay.variants.token_replay.Parameters attribute) TweakedSearchTuple (class in pm4py.objects.petri_net.utils.align_utils) TYPE_COLOR_MAPPING (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute)

U

UNCOVERED_PLACES_S_COMPONENT (pm4py.algo.analysis.woflan.algorithm.Outputs attribute) UNCOVERED_PLACES_UNIFORM (pm4py.algo.analysis.woflan.algorithm.Outputs attribute) UNCOVERED_PLACES_WEIGHTED (pm4py.algo.analysis.woflan.algorithm.Outputs attribute) Uniform (class in pm4py.objects.random_variables.uniform.random_variable) UNIFORM_PLACE_INVARIANTS (pm4py.algo.analysis.woflan.algorithm.Outputs attribute) unroll() (in module pm4py.util.exec_utils) UNSPECIFIED (pm4py.objects.bpmn.obj.BPMN.Gateway.Direction attribute) UnsupportedWarning update() (pm4py.objects.petri_net.utils.obj_marking.ObjMarking method)

update_merge() (in module pm4py.algo.clustering.trace_attribute_driven.merge_log.merge_log) uri (pm4py.objects.log.obj.XESExtension property) USE_EXTREMES_TIMESTAMP (pm4py.algo.filtering.pandas.prefixes.prefix_filter.Parameters attribute) (pm4py.algo.filtering.pandas.suffixes.suffix_filter.Parameters attribute) (pm4py.objects.log.util.dataframe_utils.Parameters attribute) USE_FAST_EMD (pm4py.algo.evaluation.earth_mover_distance.variants.pyemd.Parameters attribute) USE_GLOBAL_CACHE (pm4py.algo.conformance.alignments.process_tree.variants.dynamic_programming.Parameters attribute) USE_ID (pm4py.objects.conversion.bpmn.variants.to_petri_net.Parameters attribute) USE_RESPONSES_API (pm4py.algo.querying.llm.connectors.openai.Parameters attribute) USE_TASK_IDS (pm4py.algo.evaluation.precision.variants.automaton_after_align.Parameters attribute)

V

validate_partial_orders() (pm4py.objects.powl.obj.POWL method) validate_workflow_net() (in module pm4py.objects.conversion.wf_net.variants.to_powl) VALIDATION (pm4py.objects.ocel.importer.sqlite.variants.ocel20.Parameters attribute) value_to_color() (in module pm4py.util.vis_utils) values() (pm4py.streaming.util.dictio.versions.redis.ThreadSafeRedisDict method) (pm4py.streaming.util.dictio.versions.thread_safe.ThreadSafeDict method) VAR_DURATIONS (pm4py.statistics.traces.generic.log.case_statistics.Parameters attribute) VARIABLE_ARC_INDICATOR_COLOR (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) VARIABLE_ARC_INDICATOR_SIZE (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) VARIANT1 (pm4py.algo.transformation.ocel.description.algorithm.Variants attribute) VARIANT2 (pm4py.algo.transformation.ocel.description.algorithm.Variants attribute) VARIANT_AVG_LEVEN() (pm4py.algo.clustering.trace_attribute_driven.algorithm.Variants method) VARIANT_AVG_VEC() (pm4py.algo.clustering.trace_attribute_driven.algorithm.Variants method) VARIANT_DMM_LEVEN() (pm4py.algo.clustering.trace_attribute_driven.algorithm.Variants method) VARIANT_DMM_VEC() (pm4py.algo.clustering.trace_attribute_driven.algorithm.Variants method) variant_to_trace() (in module pm4py.util.variants_util) Variants (class in pm4py.algo.analysis.extended_marking_equation.algorithm) (class in pm4py.algo.analysis.marking_equation.algorithm) (class in pm4py.algo.analysis.workflow_net.algorithm) (class in pm4py.algo.anonymization.trace_variant_query.algorithm) (class in pm4py.algo.clustering.profiles.algorithm) (class in pm4py.algo.clustering.trace_attribute_driven.algorithm) (class in pm4py.algo.concept_drift.algorithm) (class in pm4py.algo.conformance.alignments.decomposed.algorithm) (class in pm4py.algo.conformance.alignments.dfg.algorithm) (class in pm4py.algo.conformance.alignments.edit_distance.algorithm) (class in pm4py.algo.conformance.alignments.petri_net.algorithm) (class in pm4py.algo.conformance.alignments.process_tree.algorithm) (class in pm4py.algo.conformance.antialignments.algorithm) (class in pm4py.algo.conformance.declare.algorithm) (class in pm4py.algo.conformance.footprints.algorithm) (class in pm4py.algo.conformance.log_skeleton.algorithm) (class in pm4py.algo.conformance.multialignments.algorithm) (class in pm4py.algo.conformance.ocel.etot.algorithm) (class in pm4py.algo.conformance.ocel.ocdfg.algorithm) (class in pm4py.algo.conformance.ocel.otg.algorithm) (class in pm4py.algo.conformance.tokenreplay.algorithm) (class in pm4py.algo.discovery.alpha.algorithm) (class in pm4py.algo.discovery.batches.algorithm) (class in pm4py.algo.discovery.causal.algorithm) (class in pm4py.algo.discovery.correlation_mining.algorithm) (class in pm4py.algo.discovery.declare.algorithm) (class in pm4py.algo.discovery.dfg.algorithm) (class in pm4py.algo.discovery.footprints.algorithm) (class in pm4py.algo.discovery.genetic.algorithm) (class in pm4py.algo.discovery.heuristics.algorithm) (class in pm4py.algo.discovery.ilp.algorithm) (class in pm4py.algo.discovery.inductive.algorithm) (class in pm4py.algo.discovery.log_skeleton.algorithm) (class in pm4py.algo.discovery.minimum_self_distance.algorithm) (class in pm4py.algo.discovery.ocel.etot.algorithm) (class in pm4py.algo.discovery.ocel.interleavings.algorithm) (class in pm4py.algo.discovery.ocel.link_analysis.algorithm) (class in pm4py.algo.discovery.ocel.ocdfg.algorithm) (class in pm4py.algo.discovery.ocel.ocpn.algorithm) (class in pm4py.algo.discovery.ocel.otg.algorithm) (class in pm4py.algo.discovery.ocel.saw_nets.algorithm) (class in pm4py.algo.discovery.performance_spectrum.algorithm) (class in pm4py.algo.discovery.transition_system.algorithm) (class in pm4py.algo.evaluation.earth_mover_distance.algorithm) (class in pm4py.algo.evaluation.generalization.algorithm) (class in pm4py.algo.evaluation.precision.algorithm) (class in pm4py.algo.evaluation.replay_fitness.algorithm) (class in pm4py.algo.evaluation.simplicity.algorithm) (class in pm4py.algo.label_splitting.algorithm) (class in pm4py.algo.merging.case_relations.algorithm) (class in pm4py.algo.organizational_mining.network_analysis.algorithm) (class in pm4py.algo.organizational_mining.roles.algorithm) (class in pm4py.algo.organizational_mining.sna.algorithm) (class in pm4py.algo.reduction.process_tree.reducer) (class in pm4py.algo.simulation.montecarlo.algorithm) (class in pm4py.algo.simulation.playout.declare.algorithm) (class in pm4py.algo.simulation.playout.dfg.algorithm) (class in pm4py.algo.simulation.playout.oc_causal_net.algorithm) (class in pm4py.algo.simulation.playout.ocpn.algorithm) (class in pm4py.algo.simulation.playout.petri_net.algorithm) (class in pm4py.algo.simulation.playout.process_tree.algorithm) (class in pm4py.algo.simulation.tree_generator.algorithm) (class in pm4py.algo.transformation.log_to_features.algorithm) (class in pm4py.algo.transformation.log_to_interval_tree.algorithm) (class in pm4py.algo.transformation.log_to_target.algorithm) (class in pm4py.algo.transformation.ocel.description.algorithm) (class in pm4py.algo.transformation.ocel.split_ocel.algorithm) (class in pm4py.algo.transformation.to_embeddings.algorithm) (class in pm4py.objects.bpmn.exporter.exporter) (class in pm4py.objects.bpmn.importer.importer) (class in pm4py.objects.bpmn.layout.layouter) (class in pm4py.objects.conversion.bpmn.converter) (class in pm4py.objects.conversion.dfg.converter) (class in pm4py.objects.conversion.genetic_matrix.converter) (class in pm4py.objects.conversion.heuristics_net.converter) (class in pm4py.objects.conversion.log.converter) (class in pm4py.objects.conversion.ocel.converter) (class in pm4py.objects.conversion.powl.converter) (class in pm4py.objects.conversion.process_tree.converter) (class in pm4py.objects.conversion.trie.converter) (class in pm4py.objects.conversion.wf_net.converter) (class in pm4py.objects.dfg.exporter.exporter) (class in pm4py.objects.dfg.importer.importer) (class in pm4py.objects.log.exporter.xes.exporter) (class in pm4py.objects.log.importer.xes.importer) (class in pm4py.objects.oc_causal_net.converter) (class in pm4py.objects.ocel.exporter.csv.exporter) (class in pm4py.objects.ocel.exporter.jsonocel.exporter) (class in pm4py.objects.ocel.exporter.sqlite.exporter) (class in pm4py.objects.ocel.exporter.xmlocel.exporter) (class in pm4py.objects.ocel.importer.csv.importer) (class in pm4py.objects.ocel.importer.jsonocel.importer) (class in pm4py.objects.ocel.importer.sqlite.importer) (class in pm4py.objects.ocel.importer.xmlocel.importer) (class in pm4py.objects.ocpn.converter) (class in pm4py.objects.petri_net.exporter.exporter) (class in pm4py.objects.petri_net.importer.importer) (class in pm4py.objects.process_tree.exporter.exporter) (class in pm4py.objects.process_tree.importer.importer) (class in pm4py.statistics.chaotic_activities.algorithm) (class in pm4py.statistics.passed_time.log.algorithm) (class in pm4py.statistics.passed_time.pandas.algorithm) (class in pm4py.statistics.passed_time.polars.algorithm) (class in pm4py.statistics.process_cube.pandas.algorithm) (class in pm4py.streaming.algo.conformance.declare.algorithm) (class in pm4py.streaming.algo.conformance.footprints.algorithm) (class in pm4py.streaming.algo.conformance.tbr.algorithm) (class in pm4py.streaming.algo.conformance.temporal.algorithm) (class in pm4py.streaming.algo.discovery.dfg.algorithm) (class in pm4py.streaming.importer.csv.importer) (class in pm4py.streaming.importer.xes.importer) (class in pm4py.streaming.util.dictio.generator) (class in pm4py.visualization.align_table.visualizer) (class in pm4py.visualization.bpmn.visualizer) (class in pm4py.visualization.decisiontree.visualizer) (class in pm4py.visualization.dfg.visualizer) (class in pm4py.visualization.dotted_chart.visualizer) (class in pm4py.visualization.footprints.visualizer) (class in pm4py.visualization.graphs.visualizer) (class in pm4py.visualization.heuristics_net.visualizer) (class in pm4py.visualization.network_analysis.visualizer) (class in pm4py.visualization.networkx.visualizer) (class in pm4py.visualization.ocel.eve_to_obj_types.visualizer) (class in pm4py.visualization.ocel.interleavings.visualizer) (class in pm4py.visualization.ocel.object_graph.visualizer) (class in pm4py.visualization.ocel.ocdfg.visualizer) (class in pm4py.visualization.ocel.ocpn.visualizer) (class in pm4py.visualization.performance_spectrum.visualizer) (class in pm4py.visualization.petri_net.visualizer) (class in pm4py.visualization.process_tree.visualizer) (class in pm4py.visualization.sna.visualizer) (class in pm4py.visualization.transition_system.visualizer) (class in pm4py.visualization.trie.visualizer) (class in pm4py.visualization.variants_duration.visualizer)

VARIANTS (pm4py.algo.conformance.tokenreplay.variants.backwards.Parameters attribute) (pm4py.algo.conformance.tokenreplay.variants.token_replay.Parameters attribute) (pm4py.statistics.traces.generic.log.case_statistics.Parameters attribute) VARIANTS_DF (pm4py.statistics.traces.generic.pandas.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.polars.case_statistics.Parameters attribute) VARIANTS_IDX (pm4py.algo.conformance.alignments.petri_net.algorithm.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.dijkstra_no_heuristics.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.discounted_a_star.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.generator_dijkstra_no_heuristics.Parameters attribute) (pm4py.algo.conformance.alignments.petri_net.variants.state_equation_a_star.Parameters attribute) verify_footprints() (pm4py.streaming.algo.conformance.footprints.variants.classic.FootprintsStreamingConformance method) verify_if_event_attribute_is_in_each_trace() (in module pm4py.statistics.attributes.log.select) verify_if_trace_attribute_is_in_each_trace() (in module pm4py.statistics.attributes.log.select) verify_intra_case() (pm4py.streaming.algo.conformance.footprints.variants.classic.FootprintsStreamingConformance method) verify_start_case() (pm4py.streaming.algo.conformance.footprints.variants.classic.FootprintsStreamingConformance method) verify_tbr() (pm4py.streaming.algo.conformance.tbr.variants.classic.TbrStreamingConformance method) VERSION_DIJKSTRA_LESS_MEMORY (pm4py.algo.conformance.alignments.petri_net.algorithm.Variants attribute) VERSION_DIJKSTRA_NO_HEURISTICS (pm4py.algo.conformance.alignments.petri_net.algorithm.Variants attribute) VERSION_DISCOUNTED_A_STAR (pm4py.algo.conformance.alignments.petri_net.algorithm.Variants attribute) (pm4py.algo.conformance.antialignments.algorithm.Variants attribute) (pm4py.algo.conformance.multialignments.algorithm.Variants attribute) VERSION_STATE_EQUATION_A_STAR (pm4py.algo.conformance.alignments.petri_net.algorithm.Variants attribute) VERSION_TO_PETRI_NET_ACTIVITY_DEFINES_PLACE (pm4py.objects.conversion.dfg.converter.Variants attribute) VERSION_TO_PETRI_NET_INVISIBLES_NO_DUPLICATES (pm4py.objects.conversion.dfg.converter.Variants attribute) VERTEX_SEP (pm4py.visualization.ocel.ocpn.variants.brachmann.Parameters attribute) view() (in module pm4py.visualization.align_table.visualizer) (in module pm4py.visualization.bpmn.variants.bpmnio_auto_layout) (in module pm4py.visualization.bpmn.variants.classic) (in module pm4py.visualization.bpmn.variants.dagrejs) (in module pm4py.visualization.bpmn.visualizer) (in module pm4py.visualization.common.gview) (in module pm4py.visualization.common.html) (in module pm4py.visualization.common.visualizer) (in module pm4py.visualization.decisiontree.visualizer) (in module pm4py.visualization.dfg.visualizer) (in module pm4py.visualization.dotted_chart.visualizer) (in module pm4py.visualization.footprints.visualizer) (in module pm4py.visualization.graphs.util.common) (in module pm4py.visualization.heuristics_net.visualizer) (in module pm4py.visualization.network_analysis.visualizer) (in module pm4py.visualization.networkx.visualizer) (in module pm4py.visualization.ocel.eve_to_obj_types.visualizer) (in module pm4py.visualization.ocel.interleavings.visualizer) (in module pm4py.visualization.ocel.object_graph.visualizer) (in module pm4py.visualization.ocel.ocdfg.variants.classic) (in module pm4py.visualization.ocel.ocdfg.variants.elkjs) (in module pm4py.visualization.ocel.ocdfg.visualizer) (in module pm4py.visualization.ocel.ocpn.visualizer) (in module pm4py.visualization.performance_spectrum.visualizer) (in module pm4py.visualization.petri_net.visualizer) (in module pm4py.visualization.powl.visualizer) (in module pm4py.visualization.process_tree.visualizer) (in module pm4py.visualization.sna.variants.networkx) (in module pm4py.visualization.sna.variants.pyvis) (in module pm4py.visualization.sna.visualizer) (in module pm4py.visualization.transition_system.visualizer) (in module pm4py.visualization.trie.visualizer) (in module pm4py.visualization.variants_duration.visualizer) view_alignments() (in module pm4py.vis) VIEW_BASED (pm4py.algo.discovery.transition_system.algorithm.Variants attribute) (pm4py.visualization.transition_system.visualizer.Variants attribute) view_bpmn() (in module pm4py.vis) view_case_duration_graph() (in module pm4py.vis) view_dfg() (in module pm4py.vis) view_dotted_chart() (in module pm4py.vis) view_events_distribution_graph() (in module pm4py.vis) view_events_per_time_graph() (in module pm4py.vis) view_footprints() (in module pm4py.vis) view_heuristics_net() (in module pm4py.vis) view_image_in_jupyter() (in module pm4py.util.vis_utils) VIEW_MULTI_SET (pm4py.algo.discovery.transition_system.variants.view_based.Parameters attribute) view_network_analysis() (in module pm4py.vis) view_object_graph() (in module pm4py.vis) view_ocdfg() (in module pm4py.vis) view_ocpn() (in module pm4py.vis) view_performance_dfg() (in module pm4py.vis) view_performance_spectrum() (in module pm4py.vis) view_petri_net() (in module pm4py.vis) view_powl() (in module pm4py.vis) view_prefix_tree() (in module pm4py.vis) view_process_tree() (in module pm4py.vis) VIEW_SEQUENCE (pm4py.algo.discovery.transition_system.variants.view_based.Parameters attribute) VIEW_SET (pm4py.algo.discovery.transition_system.variants.view_based.Parameters attribute) view_sna() (in module pm4py.vis) view_transition_system() (in module pm4py.vis) VIEWS (pm4py.algo.discovery.transition_system.variants.view_based.Parameters attribute) VISITED (pm4py.algo.conformance.alignments.dfg.variants.classic.Outputs attribute) visualize() (in module pm4py.visualization.transition_system.util.visualize_graphviz)

W

WAITING_TIME (pm4py.algo.transformation.log_to_features.variants.temporal.Parameters attribute) (pm4py.algo.transformation.log_to_features.variants.temporal_lazy.Parameters attribute) WALK_THROUGH_HIDDEN_TRANS (pm4py.algo.conformance.tokenreplay.variants.backwards.Parameters attribute) (pm4py.algo.conformance.tokenreplay.variants.token_replay.Parameters attribute) weak_execute() (in module pm4py.objects.bpmn.semantics) (in module pm4py.objects.petri_net.data_petri_nets.semantics) (in module pm4py.objects.petri_net.inhibitor_reset.semantics) (in module pm4py.objects.petri_net.semantics) (pm4py.objects.petri_net.data_petri_nets.semantics.DataPetriNetSemantics method) (pm4py.objects.petri_net.inhibitor_reset.semantics.InhibitorResetSemantics method) (pm4py.objects.petri_net.sem_interface.Semantics method) (pm4py.objects.petri_net.semantics.ClassicSemantics method) weight (pm4py.objects.petri_net.obj.PetriNet.Arc property) (pm4py.objects.petri_net.stochastic.obj.StochasticPetriNet.Transition property) weight_distribution (pm4py.objects.petri_net.saw_net.obj.StochasticArcWeightNet.Arc property) WEIGHT_THRESHOLD (pm4py.algo.organizational_mining.sna.util.Parameters attribute) (pm4py.visualization.sna.variants.networkx.Parameters attribute) (pm4py.visualization.sna.variants.pyvis.Parameters attribute) WEIGHTED_PLACE_INVARIANTS (pm4py.algo.analysis.woflan.algorithm.Outputs attribute) WINDOW (pm4py.algo.discovery.dfg.variants.native.Parameters attribute) WINDOW_SIZE (pm4py.algo.concept_drift.variants.bose.Parameters attribute) WindowsEventLogger (class in pm4py.streaming.connectors.windows.click_key_logger) WO_ANNOTATION (pm4py.algo.discovery.ocel.ocpn.algorithm.Variants attribute) WO_DECORATION (pm4py.visualization.ocel.ocpn.visualizer.Variants attribute) (pm4py.visualization.petri_net.visualizer.Variants attribute) (pm4py.visualization.process_tree.visualizer.Variants attribute) woflan (class in pm4py.algo.analysis.woflan.algorithm) work_in_progress() (in module pm4py.algo.transformation.log_to_features.variants.trace_based) WORKCALENDAR (pm4py.algo.conformance.temporal_profile.variants.dataframe.Parameters attribute) (pm4py.algo.conformance.temporal_profile.variants.log.Parameters attribute) (pm4py.algo.discovery.dfg.variants.performance.Parameters attribute) (pm4py.algo.discovery.temporal_profile.variants.dataframe.Parameters attribute) (pm4py.algo.discovery.temporal_profile.variants.log.Parameters attribute) (pm4py.algo.filtering.pandas.cases.case_filter.Parameters attribute) (pm4py.algo.filtering.polars.cases.case_filter.Parameters attribute) (pm4py.algo.organizational_mining.network_analysis.variants.dataframe.Parameters attribute) (pm4py.objects.log.util.interval_lifecycle.Parameters attribute) (pm4py.statistics.ocel.edge_metrics.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.post.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.pre.Parameters attribute) (pm4py.statistics.passed_time.pandas.variants.prepost.Parameters attribute) (pm4py.statistics.passed_time.polars.variants.post.Parameters attribute) (pm4py.statistics.passed_time.polars.variants.pre.Parameters attribute) (pm4py.statistics.service_time.log.get.Parameters attribute) (pm4py.statistics.service_time.pandas.get.Parameters attribute) (pm4py.statistics.service_time.polars.get.Parameters attribute) (pm4py.statistics.traces.generic.log.case_arrival.Parameters attribute) (pm4py.statistics.traces.generic.log.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.pandas.case_statistics.Parameters attribute) (pm4py.statistics.traces.generic.polars.case_statistics.Parameters attribute)

WORKING_TOGETHER_LOG (pm4py.algo.organizational_mining.sna.algorithm.Variants attribute) WORKING_TOGETHER_PANDAS (pm4py.algo.organizational_mining.sna.algorithm.Variants attribute) wrap_text() (in module pm4py.visualization.ocel.ocdfg.variants.elkjs) write_bpmn() (in module pm4py.write) write_dfg() (in module pm4py.write) write_ocel() (in module pm4py.write) write_ocel2() (in module pm4py.write) write_ocel2_json() (in module pm4py.write) write_ocel2_sqlite() (in module pm4py.write) write_ocel2_xml() (in module pm4py.write) write_ocel_csv() (in module pm4py.write) write_ocel_json() (in module pm4py.write) write_ocel_sqlite() (in module pm4py.write) write_ocel_xml() (in module pm4py.write) write_pnml() (in module pm4py.write) write_ptml() (in module pm4py.write) write_xes() (in module pm4py.write)

X

X_AXIS (pm4py.visualization.graphs.variants.attributes.Parameters attribute) (pm4py.visualization.graphs.variants.barplot.Parameters attribute) (pm4py.visualization.graphs.variants.cases.Parameters attribute) (pm4py.visualization.graphs.variants.dates.Parameters attribute) X_BINS (pm4py.statistics.process_cube.pandas.variants.classic.Parameters attribute)

XES_EVENT_STREAM (pm4py.streaming.importer.xes.importer.Variants attribute) XES_TRACE_STREAM (pm4py.streaming.importer.xes.importer.Variants attribute) XESExtension (class in pm4py.objects.log.obj) XOR (pm4py.objects.process_tree.obj.Operator attribute) xor() (in module pm4py.algo.discovery.powl.inductive.variants.brute_force.bf_partial_order_cut)

Y

Y_AXIS (pm4py.visualization.graphs.variants.attributes.Parameters attribute) (pm4py.visualization.graphs.variants.barplot.Parameters attribute) (pm4py.visualization.graphs.variants.cases.Parameters attribute) (pm4py.visualization.graphs.variants.dates.Parameters attribute)

Y_BINS (pm4py.statistics.process_cube.pandas.variants.classic.Parameters attribute)

Z

ZETA (pm4py.algo.conformance.temporal_profile.variants.dataframe.Parameters attribute) (pm4py.algo.conformance.temporal_profile.variants.log.Parameters attribute) (pm4py.streaming.algo.conformance.temporal.variants.classic.Parameters attribute)