import os
from pm4py.objects.log.importer.xes import factory as xes_importer
from translucent_event_log.algo.discover_petrinet import alpha_revise
from translucent_event_log.objects.tel.importer.xes import utils as xes_utils
from translucent_event_log.objects.tel.importer.xes import iterparse_tel
from pm4py.algo.discovery.alpha import factory as alpha_miner
from pm4py.evaluation import factory as eval_factory
from pm4py.visualization.petrinet import factory as vis_factory
os.chdir('C:\\Users\\yunhui\\PycharmProjects\\tel_web\\input_data')
input_file_path_list = os.listdir(os.getcwd())
for input_file_path in input_file_path_list:
log = xes_importer.apply(input_file_path)
tel = iterparse_tel.import_tel(input_file_path)
xes_utils.set_enabled(tel)
n, im, fm = alpha_miner.apply(log)
net, initial_marking, final_marking = alpha_revise.trans_alpha(tel)
print("log")
print(eval_factory.apply(log, n, im, fm))
print("tel")
print(eval_factory.apply(tel, net, initial_marking, final_marking))
print(" ")
input_file_path_list.append(
os.path.join("input_data",
"reviewing_with_fewer_errors_and_more_data-complete.xes"))
with open('output.csv', 'w', newline='') as f:
wr = csv.writer(f, delimiter=',')
wr.writerow([
'option', '# of trans', '# of states', 'soundness', 'fitness',
'align_fitness', 'precision', 'simplicity', 'generalization',
'fl-score', '4-avg'
])
for i in range(len(input_file_path_list)):
print(" ")
print("event log: ", i)
tel = import_tel(input_file_path_list[i])
log = xes_importer.apply(input_file_path_list[i])
xes_utils.set_enabled(tel)
log_param_list = [
None, {
'view': 'set'
}, {
'view': 'multiset'
}, {
'window': 3
}, {
'window': 3,
'view': 'set'
}, {
'window': 3,
from translucent_event_log.objects.tel.importer.xes.iterparse_tel import import_tel
import os
from translucent_event_log.objects.tel.importer.xes.utils import log_to_tel
from translucent_event_log.objects.tel.utils import tel_set_enabled
from pm4py.algo.discovery.alpha import factory as alpha_miner
from pm4py.visualization.petrinet import factory as vis_factory
from pm4py.visualization.transition_system import factory as trans_vis_factory
from pm4py.algo.discovery.transition_system import factory as trans_factory
from translucent_event_log.objects.tel import utils
from translucent_event_log.algo.discover_petrinet import state_based_region as sb
input_file_path = os.path.join("input_data", "test_logs", "running_10_tel.xes")
log = import_tel(input_file_path)
tel = tel_set_enabled(log)
auto = utils.discover_annotated_automaton(tel)
gviz = trans_vis_factory.apply(auto)
trans_vis_factory.view(gviz) #show automaton
auto_2 = trans_factory.apply(log)
nett, im, fm = sb.petri_net_synthesis(auto)
net, i, f = sb.petri_net_synthesis(auto_2)
#
gviz = vis_factory.apply(nett, im, fm)
vis_factory.view(gviz)
# gviz = vis_factory.apply(net, i, f)
# vis_factory.view(gviz)
def xes_import(input_file_path):
#make xes file into tel object
tel = iterparse_tel.import_tel(input_file_path)
xes_utils.set_enabled(tel)
return tel
def tel_import(input_file_path):
#make xes++ file into tel object
log = iterparse_tel.import_tel(input_file_path)
tel = tel_set_enabled(log)
return tel