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import os
from pm4py.algo.analysis.woflan import algorithm as woflan
from pm4py.objects.log.importer.xes import importer as xes_import
from pm4py.algo.discovery.inductive import algorithm as inductive_miner
from pm4py.algo.discovery.alpha import algorithm as alpha_miner
from pm4py.objects.petri_net.obj import PetriNet, Marking
from pm4py.objects.petri_net.utils import petri_utils
from pm4py.algo.analysis.woflan.graphs.minimal_coverability_graph import minimal_coverability_graph
import unittest
from pm4py.objects.conversion.process_tree import converter as process_tree_converter
class WoflanTest(unittest.TestCase):
def test_running_example_alpha(self):
path = os.path.join("input_data", "running-example.xes")
log = xes_import.apply(path)
net, i_m, f_m = alpha_miner.apply(log)
self.assertTrue(woflan.apply(net, i_m, f_m, parameters={"print_diagnostics": False}))
def test_running_example_inductive(self):
path = os.path.join("input_data", "running-example.xes")
log = xes_import.apply(path)
process_tree = inductive_miner.apply(log)
net, im, fm = process_tree_converter.apply(process_tree)
self.assertTrue(woflan.apply(net, im, fm, parameters={"print_diagnostics": False}))
def test_figure415(self):
net = PetriNet("figure_4_15")
p_1 = PetriNet.Place("p_1")
p_2 = PetriNet.Place("p_2")
p_3 = PetriNet.Place("p_3")
p_4 = PetriNet.Place("p_4")
p_5 = PetriNet.Place("p_5")
p_6 = PetriNet.Place("p_6")
p_7 = PetriNet.Place("p_7")
net.places.add(p_1)
net.places.add(p_2)
net.places.add(p_3)
net.places.add(p_4)
net.places.add(p_5)
net.places.add(p_6)
net.places.add(p_7)
t_1 = PetriNet.Transition("t_1", "t_1")
t_2 = PetriNet.Transition("t_2", "t_2")
t_3 = PetriNet.Transition("t_3", "t_3")
t_4 = PetriNet.Transition("t_4", "t_4")
t_5 = PetriNet.Transition("t_5", "t_5")
t_6 = PetriNet.Transition("t_6", "t_6")
net.transitions.add(t_1)
net.transitions.add(t_2)
net.transitions.add(t_3)
net.transitions.add(t_4)
net.transitions.add(t_5)
net.transitions.add(t_6)
petri_utils.add_arc_from_to(p_1, t_1, net)
petri_utils.add_arc_from_to(t_1, p_3, net)
petri_utils.add_arc_from_to(t_1, p_2, net)
petri_utils.add_arc_from_to(t_1, p_5, net)
petri_utils.add_arc_from_to(p_5, t_2, net)
petri_utils.add_arc_from_to(p_5, t_5, net)
petri_utils.add_arc_from_to(p_3, t_2, net)
petri_utils.add_arc_from_to(p_3, t_4, net)
petri_utils.add_arc_from_to(t_2, p_6, net)
petri_utils.add_arc_from_to(t_2, p_4, net)
petri_utils.add_arc_from_to(t_5, p_5, net)
petri_utils.add_arc_from_to(t_5, p_3, net)
petri_utils.add_arc_from_to(p_2, t_2, net)
petri_utils.add_arc_from_to(t_3, p_2, net)
petri_utils.add_arc_from_to(t_3, p_3, net)
petri_utils.add_arc_from_to(t_3, p_4, net)
petri_utils.add_arc_from_to(p_6, t_5, net)
petri_utils.add_arc_from_to(p_6, t_6, net)
petri_utils.add_arc_from_to(p_6, t_3, net)
petri_utils.add_arc_from_to(t_4, p_6, net)
petri_utils.add_arc_from_to(t_4, p_5, net)
petri_utils.add_arc_from_to(p_4, t_3, net)
petri_utils.add_arc_from_to(p_4, t_6, net)
petri_utils.add_arc_from_to(p_4, t_4, net)
petri_utils.add_arc_from_to(t_6, p_7, net)
initial_marking = Marking()
initial_marking[p_1] = 1
final_marking = Marking()
final_marking[p_7] = 1
self.assertTrue(woflan.apply(net, initial_marking, final_marking, parameters={"print_diagnostics": False}))
def test_figure42(self):
net = PetriNet("figure_4_2")
p_1 = PetriNet.Place("p_1")
p_2 = PetriNet.Place("p_2")
p_3 = PetriNet.Place("p_3")
p_4 = PetriNet.Place("p_4")
p_5 = PetriNet.Place("p_5")
p_6 = PetriNet.Place("p_6")
p_7 = PetriNet.Place("p_7")
p_8 = PetriNet.Place("p_8")
net.places.add(p_1)
net.places.add(p_2)
net.places.add(p_3)
net.places.add(p_4)
net.places.add(p_5)
net.places.add(p_6)
net.places.add(p_7)
net.places.add(p_8)
t_1 = PetriNet.Transition("t_1", "t_1")
t_2 = PetriNet.Transition("t_2", "t_2")
t_3 = PetriNet.Transition("t_3", "t_3")
t_4 = PetriNet.Transition("t_4", "t_4")
t_5 = PetriNet.Transition("t_5", "t_5")
t_6 = PetriNet.Transition("t_6", "t_6")
t_7 = PetriNet.Transition("t_7", "t_7")
t_8 = PetriNet.Transition("t_8", "t_8")
net.transitions.add(t_1)
net.transitions.add(t_2)
net.transitions.add(t_3)
net.transitions.add(t_4)
net.transitions.add(t_5)
net.transitions.add(t_6)
net.transitions.add(t_7)
net.transitions.add(t_8)
petri_utils.add_arc_from_to(p_1, t_1, net)
petri_utils.add_arc_from_to(t_1, p_6, net)
petri_utils.add_arc_from_to(t_1, p_4, net)
petri_utils.add_arc_from_to(p_4, t_4, net)
petri_utils.add_arc_from_to(p_4, t_5, net)
petri_utils.add_arc_from_to(t_2, p_6, net)
petri_utils.add_arc_from_to(t_2, p_4, net)
petri_utils.add_arc_from_to(t_4, p_3, net)
petri_utils.add_arc_from_to(t_4, p_5, net)
petri_utils.add_arc_from_to(t_5, p_7, net)
petri_utils.add_arc_from_to(t_7, p_4, net)
petri_utils.add_arc_from_to(p_3, t_2, net)
petri_utils.add_arc_from_to(p_3, t_3, net)
petri_utils.add_arc_from_to(p_5, t_2, net)
petri_utils.add_arc_from_to(p_5, t_3, net)
petri_utils.add_arc_from_to(p_5, t_4, net)
petri_utils.add_arc_from_to(p_7, t_6, net)
petri_utils.add_arc_from_to(p_8, t_7, net)
petri_utils.add_arc_from_to(p_8, t_8, net)
petri_utils.add_arc_from_to(t_3, p_2, net)
petri_utils.add_arc_from_to(p_6, t_6, net)
petri_utils.add_arc_from_to(t_6, p_5, net)
petri_utils.add_arc_from_to(t_8, p_8, net)
initial_marking = Marking()
initial_marking[p_1] = 1
final_marking = Marking()
final_marking[p_2] = 1
self.assertFalse(woflan.apply(net, initial_marking, final_marking, parameters={"print_diagnostics": False}))
def test_mcg(self):
net = PetriNet("mcg")
p_1 = PetriNet.Place("p_1")
p_2 = PetriNet.Place("p_2")
p_3 = PetriNet.Place("p_3")
p_4 = PetriNet.Place("p_4")
p_5 = PetriNet.Place("p_5")
net.places.add(p_1)
net.places.add(p_2)
net.places.add(p_3)
net.places.add(p_4)
net.places.add(p_5)
t_1 = PetriNet.Transition("t_1", "t_1")
t_2 = PetriNet.Transition("t_2", "t_2")
t_3 = PetriNet.Transition("t_3", "t_3")
t_4 = PetriNet.Transition("t_4", "t_4")
t_5 = PetriNet.Transition("t_5", "t_5")
t_6 = PetriNet.Transition("t_6", "t_6")
net.transitions.add(t_1)
net.transitions.add(t_2)
net.transitions.add(t_3)
net.transitions.add(t_4)
net.transitions.add(t_5)
net.transitions.add(t_6)
petri_utils.add_arc_from_to(p_1, t_1, net)
petri_utils.add_arc_from_to(t_1, p_2, net)
petri_utils.add_arc_from_to(p_2, t_3, net)
petri_utils.add_arc_from_to(t_3, p_3, net, weight=2)
petri_utils.add_arc_from_to(p_3, t_4, net)
petri_utils.add_arc_from_to(t_4, p_2, net)
petri_utils.add_arc_from_to(p_1, t_2, net)
petri_utils.add_arc_from_to(t_2, p_4, net)
petri_utils.add_arc_from_to(p_4, t_5, net)
petri_utils.add_arc_from_to(t_5, p_5, net, weight=2)
petri_utils.add_arc_from_to(p_5, t_6, net)
petri_utils.add_arc_from_to(t_6, p_4, net)
initial_marking = Marking()
initial_marking[p_1] = 1
mcg = minimal_coverability_graph.apply(net, initial_marking)
if __name__ == '__main__':
unittest.main()
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