def test_evaluation_pm1(self):
log = xes_importer.import_from_file_xes(
os.path.join(INPUT_DATA_DIR, "running-example.xes"))
net, marking, final_marking = dfg_only.apply(log, None)
fitness = fitness_factory.apply(log, net, marking, final_marking)
precision = precision_factory.apply(log, net, marking, final_marking)
generalization = generalization_factory.apply(log, net, marking,
final_marking)
simplicity = simplicity_factory.apply(net)
def test_alignment_pnml(self):
traceLog = xes_importer.import_from_file_xes(
os.path.join(INPUT_DATA_DIR, "running-example.xes"))
net, marking, final_marking = dfg_only.apply(traceLog, None)
for trace in traceLog:
cfResult = align.versions.state_equation_a_star.apply(
trace, net, marking, final_marking)['alignment']
isFit = True
for couple in cfResult:
if not (couple[0] == couple[1]
or couple[0] == ">>" and couple[1] == None):
isFit = False
if not isFit:
raise Exception("should be fit")
import os, sys, inspect
currentdir = os.path.dirname(
os.path.abspath(inspect.getfile(inspect.currentframe())))
parentdir = os.path.dirname(currentdir)
sys.path.insert(0, parentdir)
from pm4py.log.importer import xes as xes_importer
from pm4py.algo.inductive.versions import dfg_only
from pm4py.models import petri
from pm4py.evaluation import factory as evaluation_factory
if __name__ == "__main__":
log = xes_importer.import_from_file_xes(
'..\\tests\\inputData\\reviewing.xes')
net, marking, final_marking = dfg_only.apply(log, None)
metrics = evaluation_factory.apply(log, net, marking, final_marking)
print("metrics=", metrics)
def test_evaluation_pm2(self):
log = xes_importer.import_from_file_xes(
os.path.join(INPUT_DATA_DIR, "running-example.xes"))
net, marking, final_marking = dfg_only.apply(log, None)
metrics = evaluation_factory.apply(log, net, marking, final_marking)
def test_etc1(self):
log = xes_importer.import_from_file_xes(os.path.join(INPUT_DATA_DIR, "running-example.xes"))
net, marking, final_marking = dfg_only.apply(log, None)
precision = etc_factory.apply(log, net, marking, final_marking)