import time import pm4py from pm4py.objects.log.util import filtering_utils def execute_script(): log = pm4py.read_xes("../tests/compressed_input_data/02_teleclaims.xes.gz") tree = pm4py.discover_process_tree_inductive(log, noise_threshold=0.3) net, im, fm = pm4py.convert_to_petri_net(tree) # reduce the log to one trace per variant log = filtering_utils.keep_one_trace_per_variant(log) for index, trace in enumerate(log): print(index) aa = time.time() check_tree = pm4py.check_is_fitting(trace, tree) bb = time.time() check_petri = pm4py.check_is_fitting(trace, net, im, fm) cc = time.time() print("check on tree: ", check_tree, "time", bb - aa) print("check on Petri net: ", check_petri, "time", cc - bb) print() if __name__ == "__main__": execute_script()