def execute_script():
log_path = os.path.join("..", "tests", "input_data", "running-example.xes")
log = xes_importer.apply(log_path)
tree: ProcessTree = inductive.apply_tree(log)
gviz = pt_vis.apply(
tree,
parameters={
pt_vis.Variants.WO_DECORATION.value.Parameters.FORMAT: "svg"
})
pt_vis.view(gviz)
print("start calculate approximated alignments")
approx_alignments = align_approx.apply(log, tree)
pretty_print_alignments(approx_alignments)
def execute_script():
log_path = os.path.join("..", "tests", "input_data", "running-example.xes")
pnml_path = os.path.join("..", "tests", "input_data",
"running-example.pnml")
# log_path = 'C:/Users/bas/Documents/tue/svn/private/logs/a32_logs/a32f0n05.xes'
# pnml_path = 'C:/Users/bas/Documents/tue/svn/private/logs/a32_logs/a32.pnml'
log = xes_importer.apply(log_path)
net, marking, fmarking = petri_importer.apply(pnml_path)
model_cost_function = dict()
sync_cost_function = dict()
for t in net.transitions:
if t.label is not None:
model_cost_function[t] = 1000
sync_cost_function[t] = 0
else:
model_cost_function[t] = 1
alignments = ali.algorithm.apply(log, net, marking, fmarking)
print(alignments)
pretty_print_alignments(alignments)
inductive_petri_2, initial_marking, final_marking = inductive_miner.apply(
log_2) # Για το precision
"""
ALIGNMENTS
"""
net, initial_marking, final_marking = inductive_miner.apply(log[:1000])
gviz = visualizer.apply(net, initial_marking, final_marking)
alignments = alignment.apply_log(log[:1000], net, initial_marking,
final_marking)
with open(
'C:/Users/user/Desktop/ΔΙΠΛΩΜΑΤΙΚΗ/ΔΙΠΛΩΜΑΤΙΚΗ_2/pretty_allignment.txt',
'w') as f:
with redirect_stdout(f):
pretty_print_alignments(alignments)
f.close()
"""
SIMPLICITY για Alpha-Miner, Inductive-Miner, Heuristic-Miner και Heuristic-Miner-With-Parameters.
RESULTS:
simplicity_alpha= 1.0
simplicity_inductive= 0.6274509803921569
simplicity_heuristic= 0.5186721991701245
simplicity_heuristic_with_params= 0.5146443514644352
"""
simplicity_alpha = simplicity_factory.apply(alpha_petri)
simplicity_inductive = simplicity_factory.apply(inductive_petri)
simplicity_heuristic = simplicity_factory.apply(heuristic_petri)
simplicity_heuristic_with_params = simplicity_factory.apply(
heuristic_with_params_petri)