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import inspect
import os
import sys
import traceback
import importlib.util
EXECUTE_EXAMPLES = True
def bpmn_js_visualization():
from examples import bpmn_js_visualization
print("\n\nbpmn_js_visualization")
bpmn_js_visualization.execute_script()
def log_projection_dfg_variant():
from examples import log_projection_dfg_variant
print("\n\nlog_projection_dfg_variant")
log_projection_dfg_variant.execute_script()
def streaming_live_to_static_stream():
from examples import streaming_live_to_static_stream
print("\n\nstreaming_live_to_static_stream")
streaming_live_to_static_stream.execute_script()
def declare_simple():
from examples import declare_simple
print("\n\ndeclare_simple")
declare_simple.execute_script()
def variants_paths_duration():
from examples import variants_paths_duration
print("\n\nvariants_paths_duration")
variants_paths_duration.execute_script()
def ev_to_obj_types_graph():
from examples import ev_to_obj_types_graph
print("\n\nev_to_obj_types_graph")
ev_to_obj_types_graph.execute_script()
def label_splitting():
from examples import label_splitting
print("\n\nlabel_splitting")
label_splitting.execute_script()
def nx_ocel_to_graphviz():
from examples import nx_ocel_to_graphviz
print("\n\nnx_ocel_to_graphviz")
nx_ocel_to_graphviz.execute_script()
def nx_traditional_to_graphviz():
from examples import nx_traditional_to_graphviz
print("\n\nnx_traditional_to_graphviz")
nx_traditional_to_graphviz.execute_script()
def segments_retrieval_filtering():
from examples import segments_retrieval_filtering
print("\n\nsegments_retrieval_filtering")
segments_retrieval_filtering.execute_script()
def feature_extraction_case_loc():
from examples import feature_extraction_case_loc
print("\n\nfeature_extraction_case_loc")
feature_extraction_case_loc.execute_script()
def powl_discovery():
from examples import powl_discovery
print("\n\npowl_discovery")
powl_discovery.execute_script()
def powl_parsing():
from examples import powl_parsing
print("\n\npowl_parsing")
powl_parsing.execute_script()
def log_skeleton_manual_constraints():
from examples import log_skeleton_manual_constraints
print("\n\nlog_skeleton_manual_constraints")
log_skeleton_manual_constraints.execute_script()
def stochastic_petri_playout():
from examples import stochastic_petri_playout
print("\n\nstochastic_petri_playout")
stochastic_petri_playout.execute_script()
def trace_attrib_hierarch_cluster():
from examples import trace_attrib_hierarch_cluster
print("\n\ntrace_attrib_hierarch_cluster")
trace_attrib_hierarch_cluster.execute_script()
def activities_to_alphabet():
from examples import activities_to_alphabet
print("\n\nactivities_to_alphabet")
activities_to_alphabet.execute_script()
def ocel_filter_cc():
from examples import ocel_filter_cc
print("\n\nocel_filter_cc")
ocel_filter_cc.execute_script()
def queue_check_exponential():
from examples import queue_check_exponential
print("\n\nqueue_check_exponential")
queue_check_exponential.execute_script()
def queue_check_max_conc_exec():
from examples import queue_check_max_conc_exec
print("\n\nqueue_check_max_conc_exec")
queue_check_max_conc_exec.execute_script()
def timestamp_granularity():
from examples import timestamp_granularity
print("\n\ntimestamp_granularity")
timestamp_granularity.execute_script()
def ocel_occm_example():
from examples import ocel_occm_example
print("\n\nocel_occm_example")
ocel_occm_example.execute_script()
def ocel_clustering():
from examples import ocel_clustering
print("\n\nocel_clustering")
ocel_clustering.execute_script()
def ocel_enrichment():
from examples import ocel_enrichment
print("\n\nocel_enrichment")
ocel_enrichment.execute_script()
def validation_ocel20_xml():
from examples import validation_ocel20_xml
print("\n\nvalidation_ocel20_xml")
validation_ocel20_xml.execute_script()
def consecutive_act_case_grouping_filter():
from examples import consecutive_act_case_grouping_filter
print("\n\nconsecutive_act_case_grouping_filter")
consecutive_act_case_grouping_filter.execute_script()
def cost_based_dfg():
from examples import cost_based_dfg
print("\n\ncost_based_dfg")
cost_based_dfg.execute_script()
def df_to_log_postpro():
from examples import df_to_log_postpro
print("\n\ndf_to_log_postpro")
df_to_log_postpro.execute_script()
def hybrid_ilp_miner():
from examples import hybrid_ilp_miner
print("\n\nhybrid_ilp_miner")
hybrid_ilp_miner.execute_script()
def ml_insert_case_arrival_finish():
from examples import ml_insert_case_arrival_finish
print("\n\nml_insert_case_arrival_finish")
ml_insert_case_arrival_finish.execute_script()
def ml_insert_waiting_service_time():
from examples import ml_insert_waiting_service_time
print("\n\nml_insert_waiting_service_time")
ml_insert_waiting_service_time.execute_script()
def ml_log_to_target_vector():
from examples import ml_log_to_target_vectory
print("\n\nml_log_to_target_vector")
ml_log_to_target_vectory.execute_script()
def ml_outcome_enriched():
from examples import ml_outcome_enriched
print("\n\nml_outcome_enriched")
ml_outcome_enriched.execute_script()
def ocel20_import_export():
from examples import ocel20_import_export
print("\n\nocel20_import_export")
ocel20_import_export.execute_script()
def revised_playout():
from examples import revised_playout
print("\n\nrevised_playout")
revised_playout.execute_script()
def timestamp_case_grouping_filter():
from examples import timestamp_case_grouping_filter
print("\n\ntimestamp_case_grouping_filter")
timestamp_case_grouping_filter.execute_script()
def trace_clustering():
from examples import trace_clustering
print("\n\ntrace_clustering")
trace_clustering.execute_script()
def validation_ocel20_relational():
from examples import validation_ocel20_relational
print("\n\nvalidation_ocel20_relation")
validation_ocel20_relational.execute_script()
def all_optimal_alignments():
from examples import all_optimal_alignments
print("\n\nall_optimal_alignments")
all_optimal_alignments.execute_script()
def inductive_miner():
from examples import inductive_miner
print("\n\ninductive_miner")
inductive_miner.execute_script()
def inductive_miner_dfg():
from examples import inductive_miner_dfg
print("\n\ninductive_miner_dfg")
inductive_miner_dfg.execute_script()
def inductive_miner_variants():
from examples import inductive_miner_variants
print("\n\ninductive_miner_variants")
inductive_miner_variants.execute_script()
def heu_miner_plus_plus():
from examples import heuminer_plusplus
print("\n\nheuminer_plusplus")
heuminer_plusplus.execute_script()
def interval_events_overlap():
from examples import interval_events_overlap
print("\n\ninterval_events_overlap")
interval_events_overlap.execute_script()
def kneighb_regression():
from examples import kneighb_regression
print("\n\nkneighb_regression")
kneighb_regression.execute_script()
def log_to_int_tree_open_paths():
from examples import log_to_int_tree_open_paths
print("\n\nlog_to_int_tree_open_paths")
log_to_int_tree_open_paths.execute_script()
def murata_reduction():
from examples import murata_reduction
print("\n\nmurata_reduction")
murata_reduction.execute_script()
def ocel_merge_duplicates():
from examples import ocel_merge_duplicates
print("\n\nocel_merge_duplicates")
ocel_merge_duplicates.execute_script()
def ocel_saw_net_disc():
from examples import ocel_saw_net_disc
print("\n\nocel_saw_net_disc")
ocel_saw_net_disc.execute_script()
def ocel_to_nx():
from examples import ocel_to_nx
print("\n\nocel_to_nx")
ocel_to_nx.execute_script()
def saw_net_ocel_multi():
from examples import saw_net_ocel_multi
print("\n\nsaw_net_ocel_multi")
saw_net_ocel_multi.execute_script()
def saw_net_ocel_single():
from examples import saw_net_ocel_single
print("\n\nsaw_net_ocel_single")
saw_net_ocel_single.execute_script()
def temporal_features():
from examples import temporal_features
print("\n\ntemporal_features")
temporal_features.execute_script()
def transform_db_to_ocel():
from examples import transform_db_to_ocel
print("\n\ntransform_db_to_ocel")
transform_db_to_ocel.execute_script()
def transform_db_to_ocel_2():
from examples import transform_db_to_ocel_2
print("\n\ntransform_db_to_ocel_2")
transform_db_to_ocel_2.execute_script()
def transform_db_to_xes():
from examples import transform_db_to_xes
print("\n\ntransform_db_to_xes")
transform_db_to_xes.execute_script()
def trie():
from examples import trie
print("\n\ntrie")
trie.execute_script()
def feature_extraction_ocel():
from examples import feature_extraction_ocel
print("\n\nfeature_extraction_ocel")
feature_extraction_ocel.execute_script()
def ocel_validation():
from examples import ocel_validation
print("\n\nocel_validation")
ocel_validation.execute_script()
def process_tree_frequency_annotation():
from examples import process_tree_frequency_annotation
print("\n\nprocess_tree_frequency_annotation")
process_tree_frequency_annotation.execute_script()
def tree_manual_generation():
from examples import tree_manual_generation
print("\n\ntree_manual_generation")
tree_manual_generation.execute_script()
def workalendar_example():
from examples import workalendar_example
print("\n\nworkalendar_example")
workalendar_example.execute_script()
def merging_case_relations():
from examples import merging_case_relations
print("\n\nmerging_case_relations")
merging_case_relations.execute_script()
def activity_position():
from examples import activity_position
print("\n\nactivity_position")
activity_position.execute_script()
def link_analysis_vbfa():
from examples import link_analysis_vbfa
print("\n\nlink_analysis_vbfa")
link_analysis_vbfa.execute_script()
def ocel_streaming():
from examples import ocel_streaming
print("\n\nocel_streaming")
ocel_streaming.execute_script()
def petri_manual_generation():
from examples import petri_manual_generation
print("\n\npetri_manual_generation")
petri_manual_generation.execute_script()
def timestamp_interleavings():
from examples import timestamp_interleavings
print("\n\ntimestamp_interleavings")
timestamp_interleavings.execute_script()
def object_centric_petri_net_discovery():
from examples import object_centric_petri_net_discovery
print("\n\nobject_centric_petri_net_discovery")
object_centric_petri_net_discovery.execute_script()
def trans_system_stochastic_view():
from examples import trans_system_stochastic_vis
print("\n\ntrans_system_stochastic_view")
trans_system_stochastic_vis.execute_script()
def network_analysis():
from examples import network_analysis
print("\n\nnetwork_analysis")
network_analysis.execute_script()
def read_write_ocel():
from examples import read_write_ocel
print("\n\nread_write_ocel")
read_write_ocel.execute_script()
def ocdfg_discovery():
from examples import ocdfg_discovery
print("\n\nocdfg_discovery")
ocdfg_discovery.execute_script()
def enrich_log_with_align():
from examples import enrich_log_with_align
print("\n\nenrich_log_with_align")
enrich_log_with_align.execute_script()
def extended_marking_equation():
from examples import extended_marking_equation
print("\n\nextended_marking_equation")
extended_marking_equation.execute_script()
def features_locally_linear_embedding():
from examples import features_locally_linear_embedding
print("\n\nfeatures_locally_linear_embedding")
features_locally_linear_embedding.execute_script()
def discovery_data_petri_net():
from examples import discovery_data_petri_net
print("\n\ndiscovery_data_petri_net")
discovery_data_petri_net.execute_script()
def performance_dfg_simulation():
from examples import performance_dfg_simulation
print("\n\nperformance_dfg_simulation")
performance_dfg_simulation.execute_script()
def data_petri_nets():
from examples import data_petri_nets
print("\n\ndata_petri_nets")
data_petri_nets.execute_script()
def inhibitor_reset_arcs():
from examples import inhibitor_reset_arcs
print("\n\ninhibitor_reset_arcs")
inhibitor_reset_arcs.execute_script()
def batch_detection():
from examples import batch_detection
print("\n\nbatch_detection")
batch_detection.execute_script()
def case_overlap_stat():
from examples import case_overlap_stat
print("\n\ncase_overlap_stat")
case_overlap_stat.execute_script()
def cycle_time():
from examples import cycle_time
print("\n\ncycle_time")
cycle_time.execute_script()
def rework():
from examples import rework
print("\n\nrework")
rework.execute_script()
def events_distribution():
from examples import events_distribution
print("\n\nevents_distribution")
events_distribution.execute_script()
def dotted_chart():
from examples import dotted_chart
print("\n\ndotted_chart")
dotted_chart.execute_script()
def performance_spectrum():
from examples import perf_spectrum_visualization
print("\n\nperformance_spectrum")
perf_spectrum_visualization.execute_script()
def woflan():
from examples import woflan
print("\n\nwoflan")
woflan.execute_script()
def bpmn_from_pt():
from examples import bpmn_from_pt_conversion
print("\n\nbpmn_from_pt_conversion")
bpmn_from_pt_conversion.execute_script()
def bpmn_import_and_to_petri_net():
from examples import bpmn_import_and_to_petri_net
print("\n\nbpmn_import_and_to_petri_net")
bpmn_import_and_to_petri_net.execute_script()
def tree_playout():
from examples import tree_playout
print("\n\ntree_playout")
tree_playout.execute_script()
def emd_evaluation():
from examples import emd_evaluation
print("\n\nemd_evaluation")
emd_evaluation.execute_script()
def footprints_tree_conf():
from examples import footprints_tree_conf
print("\n\nfootprints_tree_conf")
footprints_tree_conf.execute_script()
def simplified_interface():
from examples import simplified_interface
print("\n\nsimplified_interface")
simplified_interface.execute_script()
def footprints_petri_net():
from examples import footprints_petri_net
print("\n\nfootprints_petri_net")
footprints_petri_net.execute_script()
def corr_mining():
from examples import corr_mining
print("\n\ncorr_mining")
corr_mining.execute_script()
def log_skeleton():
from examples import log_skeleton
print("\n\nlog_skeleton")
log_skeleton.execute_script()
def roles_detection():
from examples import roles_detection
print("\n\nroles_detection")
roles_detection.execute_script()
def alignment_test():
from examples import alignment_test
print("\n\nalignment_test")
alignment_test.execute_script()
def dec_treplay_imdf():
from examples import dec_treplay_imdf
print("\n\ndec_treplay_imdf")
dec_treplay_imdf.execute_script()
def logs_petri_visual_comparison():
from examples import logs_petri_visual_comparison
print("\n\nlogs_petri_visual_comparison")
logs_petri_visual_comparison.execute_script()
def imdf_example():
from examples import im_example
print("\n\nimdf_example")
im_example.execute_script()
def test_evaluation():
from examples import test_evaluation
print("\n\ntestEvaluation")
test_evaluation.execute_script()
def sna_log():
from examples import sna_log
print("\n\nsna_log")
sna_log.execute_script()
def token_replay_alpha():
from examples import token_replay_alpha
print("\n\ntokenReplay_alpha")
token_replay_alpha.execute_script()
def manual_log_generation():
from examples import manual_log_generation
print("\n\nmanual_log_generation")
manual_log_generation.execute_script()
def token_replay_imdf():
from examples import token_replay_imdf
print("\n\ntokenReplay_imdf")
token_replay_imdf.execute_script()
def decisiontree_trivial_example():
from examples import decisiontree_trivial_example
print("\n\ndecisiontree_trivial_example")
decisiontree_trivial_example.execute_script()
def decisiontree_align_example():
from examples import decisiontree_align_example
print("\n\ndecisiontree_align_example")
decisiontree_align_example.execute_script()
def align_decomposition_example():
from examples import align_decomposition_example
print("\n\nalign_decomposition_example")
align_decomposition_example.execute_script()
def transition_system_test():
from examples import transition_system_test
print("\n\ntransition_system_test")
transition_system_test.execute_script()
def heu_miner_test():
from examples import heu_miner_test
print("\n\nheu_miner_test")
heu_miner_test.execute_script()
def dfg_min_ex_log():
from examples import dfg_min_ex_log
print("\n\ndfg_min_ex_log")
dfg_min_ex_log.execute_script()
def dfg_min_ex_pandas():
from examples import dfg_min_ex_pandas
print("\n\ndfg_min_ex_pandas")
dfg_min_ex_pandas.execute_script()
def dfg_filt_act_paths_perc():
from examples import dfg_filt_act_paths_perc
print("\n\ndfg_filt_act_paths_perc")
dfg_filt_act_paths_perc.execute_script()
def graphs_visualization():
from examples import graphs_visualization
print("\n\ngraphs_visualization")
graphs_visualization.execute_script()
def backwards_token_replay():
from examples import backwards_token_replay
print("\n\nbackwards_token_replay")
backwards_token_replay.execute_script()
def transient_dfg():
from examples import transient_dfg
print("\n\ntransient_dfg")
transient_dfg.execute_script()
def transient_petri_net():
from examples import transient_petri_net
print("\n\ntransient_petri_net")
transient_petri_net.execute_script()
def monte_carlo_dfg():
from examples import montecarlo_dfg
print("\n\nmontecarlo_dfg")
montecarlo_dfg.execute_script()
def monte_carlo_petri_net():
from examples import montecarlo_petri_net
print("\n\nmontecarlo_petri_net")
montecarlo_petri_net.execute_script()
def visualization_processtree():
from examples import visualization_processtree
print("\n\nvisualization_processtree")
visualization_processtree.execute_script()
def diagn_add_dataframe():
from examples import diagn_add_dataframe
print("\n\ndiagn_add_dataframe")
diagn_add_dataframe.execute_script()
def pn_to_pt():
from examples import pn_to_pt
print("\n\npn_to_pt")
pn_to_pt.execute_script()
def visualization_align_table():
from examples import visualization_align_table
print("\n\nvisualization_align_table")
visualization_align_table.execute_script()
def align_approx_pt():
from examples import align_approx_pt
print("\n\nalign_approx_pt")
align_approx_pt.execute_script()
def streaming_conformance_footprints():
from examples import streaming_conformance_footprints
print("\n\nstreaming_conformance_footprints")
streaming_conformance_footprints.execute_script()
def streaming_conformance_tbr():
from examples import streaming_conformance_tbr
print("\n\nstreaming_conformance_tbr")
streaming_conformance_tbr.execute_script()
def streaming_conformance_temporal_profile():
from examples import streaming_conformance_temporal_profile
print("\n\nstreaming_conformance_temporal_profile")
streaming_conformance_temporal_profile.execute_script()
def streaming_csv_reader_event_stream():
from examples import streaming_csv_reader_event_stream
print("\n\nstreaming_csv_reader_event_stream")
streaming_csv_reader_event_stream.execute_script()
def streaming_discovery_dfg():
from examples import streaming_discovery_dfg
print("\n\nstreaming_discovery_dfg")
streaming_discovery_dfg.execute_script()
def streaming_xes_reader_event_stream():
from examples import streaming_xes_reader_event_stream
print("\n\nstreaming_xes_reader_event_stream")
streaming_xes_reader_event_stream.execute_script()
def streaming_xes_reader_trace_stream():
from examples import streaming_xes_reader_trace_stream
print("\n\nstreaming_xes_reader_trace_stream")
streaming_xes_reader_trace_stream.execute_script()
def example_check_fitness():
from examples import example_check_fitness
print("\n\nexample_check_fitness")
example_check_fitness.execute_script()
def dfg_align_log():
from examples import dfg_align_log
print("\n\ndfg_align_log")
dfg_align_log.execute_script()
def dfg_playout():
from examples import dfg_playout
print("\n\ndfg_playout")
dfg_playout.execute_script()
def temporal_profile_log():
from examples import temporal_profile_log
print("\n\ntemporal_profile_log")
temporal_profile_log.execute_script()
def temporal_profile_dataframe():
from examples import temporal_profile_dataframe
print("\n\ntemporal_profile_dataframe")
temporal_profile_dataframe.execute_script()
def dataframe_prefix_and_fea_extraction():
from examples import dataframe_prefix_and_fea_extraction
print("\n\ndataframe_prefix_and_fea_extraction")
dataframe_prefix_and_fea_extraction.execute_script()
def logs_alignments():
from examples import logs_alignment
print("\n\nlogs_alignment")
logs_alignment.execute_script()
def orgmining_local_diagn():
from examples import orgmining_local_diagn
print("\n\norgmining_local_diagn")
orgmining_local_diagn.execute_script()
def resource_profiles_log():
from examples import resource_profiles_log
print("\n\nresource_profiles_log")
resource_profiles_log.execute_script()
def resource_profile_pandas():
from examples import resource_profiles_pandas
print("\n\nresource_profile_pandas")
resource_profiles_pandas.execute_script()
def process_tree_reduction():
from examples import process_tree_reduction
print("\n\nprocess_tree_reduction")
process_tree_reduction.execute_script()
def execute_script(f):
try:
f()
except ImportError:
import time
traceback.print_exc()
time.sleep(3)
except KeyError:
import time
traceback.print_exc()
time.sleep(3)
except:
traceback.print_exc()
input("\npress INPUT if you want to continue")
def main():
sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(inspect.getfile(inspect.currentframe())))))
import pm4py
import numpy
import pandas
import networkx
pm4py.util.constants.SHOW_PROGRESS_BAR = True
pm4py.util.constants.SHOW_EVENT_LOG_DEPRECATION = False
pm4py.util.constants.SHOW_INTERNAL_WARNINGS = False
#pm4py.util.constants.DEFAULT_TIMESTAMP_PARSE_FORMAT = None
if EXECUTE_EXAMPLES:
execute_script(log_projection_dfg_variant)
execute_script(streaming_live_to_static_stream)
execute_script(powl_discovery)
execute_script(powl_parsing)
execute_script(ev_to_obj_types_graph)
execute_script(label_splitting)
execute_script(nx_ocel_to_graphviz)
execute_script(nx_traditional_to_graphviz)
execute_script(segments_retrieval_filtering)
execute_script(stochastic_petri_playout)
execute_script(simplified_interface)
execute_script(bpmn_js_visualization)
execute_script(read_write_ocel)
execute_script(discovery_data_petri_net)
execute_script(data_petri_nets)
execute_script(inhibitor_reset_arcs)
execute_script(logs_petri_visual_comparison)
execute_script(align_decomposition_example)
execute_script(ocdfg_discovery)
execute_script(woflan)
execute_script(inductive_miner)
execute_script(inductive_miner_dfg)
execute_script(inductive_miner_variants)
execute_script(heu_miner_plus_plus)
execute_script(activities_to_alphabet)
execute_script(ocel_filter_cc)
execute_script(queue_check_exponential)
execute_script(queue_check_max_conc_exec)
execute_script(timestamp_granularity)
execute_script(ocel_occm_example)
execute_script(ocel_clustering)
execute_script(ocel_enrichment)
execute_script(validation_ocel20_xml)
execute_script(consecutive_act_case_grouping_filter)
execute_script(cost_based_dfg)
execute_script(df_to_log_postpro)
execute_script(hybrid_ilp_miner)
execute_script(ml_insert_case_arrival_finish)
execute_script(ml_insert_waiting_service_time)
execute_script(ml_log_to_target_vector)
execute_script(ml_outcome_enriched)
execute_script(ocel20_import_export)
execute_script(revised_playout)
execute_script(timestamp_case_grouping_filter)
execute_script(trace_clustering)
execute_script(validation_ocel20_relational)
execute_script(interval_events_overlap)
execute_script(kneighb_regression)
execute_script(log_to_int_tree_open_paths)
execute_script(murata_reduction)
execute_script(ocel_merge_duplicates)
execute_script(ocel_saw_net_disc)
execute_script(ocel_to_nx)
execute_script(saw_net_ocel_multi)
execute_script(saw_net_ocel_single)
execute_script(temporal_features)
execute_script(transform_db_to_ocel)
execute_script(transform_db_to_xes)
execute_script(transform_db_to_ocel_2)
execute_script(feature_extraction_ocel)
execute_script(ocel_validation)
execute_script(process_tree_frequency_annotation)
execute_script(tree_manual_generation)
execute_script(workalendar_example)
execute_script(merging_case_relations)
execute_script(activity_position)
execute_script(link_analysis_vbfa)
execute_script(ocel_streaming)
execute_script(petri_manual_generation)
#execute_script(timestamp_interleavings)
execute_script(object_centric_petri_net_discovery)
execute_script(trans_system_stochastic_view)
execute_script(network_analysis)
execute_script(enrich_log_with_align)
execute_script(extended_marking_equation)
execute_script(features_locally_linear_embedding)
execute_script(dotted_chart)
execute_script(performance_spectrum)
execute_script(orgmining_local_diagn)
execute_script(resource_profiles_log)
execute_script(resource_profile_pandas)
execute_script(process_tree_reduction)
execute_script(dataframe_prefix_and_fea_extraction)
execute_script(logs_alignments)
execute_script(bpmn_from_pt)
execute_script(bpmn_import_and_to_petri_net)
execute_script(tree_playout)
execute_script(emd_evaluation)
execute_script(footprints_tree_conf)
execute_script(footprints_petri_net)
execute_script(corr_mining)
execute_script(log_skeleton)
execute_script(roles_detection)
execute_script(alignment_test)
execute_script(dec_treplay_imdf)
execute_script(imdf_example)
execute_script(test_evaluation)
execute_script(sna_log)
execute_script(token_replay_alpha)
execute_script(manual_log_generation)
execute_script(token_replay_imdf)
execute_script(decisiontree_trivial_example)
execute_script(decisiontree_align_example)
execute_script(transition_system_test)
execute_script(heu_miner_test)
execute_script(dfg_min_ex_log)
execute_script(dfg_min_ex_pandas)
execute_script(graphs_visualization)
execute_script(backwards_token_replay)
execute_script(transient_dfg)
execute_script(transient_petri_net)
execute_script(example_check_fitness)
execute_script(pn_to_pt)
execute_script(align_approx_pt)
execute_script(visualization_processtree)
execute_script(visualization_align_table)
execute_script(declare_simple)
execute_script(variants_paths_duration)
execute_script(feature_extraction_case_loc)
execute_script(log_skeleton_manual_constraints)
execute_script(trace_attrib_hierarch_cluster)
execute_script(streaming_conformance_footprints)
execute_script(streaming_conformance_tbr)
execute_script(streaming_csv_reader_event_stream)
execute_script(streaming_discovery_dfg)
execute_script(streaming_xes_reader_event_stream)
execute_script(streaming_xes_reader_trace_stream)
execute_script(monte_carlo_dfg)
execute_script(monte_carlo_petri_net)
print("numpy version: "+str(numpy.__version__))
print("pandas version: "+str(pandas.__version__))
print("networkx version: "+str(networkx.__version__))
if importlib.util.find_spec("scipy"):
import scipy
print("scipy version: "+str(scipy.__version__))
if importlib.util.find_spec("lxml"):
import lxml
print("lxml version: "+str(lxml.__version__))
if importlib.util.find_spec("matplotlib"):
import matplotlib
print("matplotlib version: "+str(matplotlib.__version__))
if importlib.util.find_spec("sklearn"):
import sklearn
print("sklearn version: "+str(sklearn.__version__))
print("pm4py version: "+str(pm4py.__version__))
print("Python version: "+str(sys.version))
if __name__ == "__main__":
main()
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