Fixed imports. Added models as resources

scrap_alg.py → example_runs.py

@@ -9,11 +9,13 @@ from learn.ra import RALearner
 from sut import SUTType
 from sut.fifoset import FIFOSetClass
 from sut.login import new_login_sut, LoginClass
-from test import IORATest, MealyTest
+from test import IORATest
 from test.rwalk import IORARWalkFromState, MealyRWalkFromState, DFARWalkFromState, RARWalkFromState
 from tests.iora_testscenario import *
 from encode.iora import IORAEncoder
 
+# some example runs
+
 def scrap_learn_iora():
     learner = RALearner(IORAEncoder())
     test_type = IORATest
@@ -41,7 +43,7 @@ def scrap_learn_mbt_mealy():
     print(model)
     print(statistics)
 
-def scrap_learn_mbt_mealy():
+def scrap_learn_mbt_dfa():
     learner = FALearner(DFAEncoder())
     learner.set_timeout(100000)
     login = LoginClass()
@@ -61,6 +63,5 @@ def scrap_learn_mbt_ra():
     print(model)
     print(statistics)
 
-#scrap_learn_mbt_mealy()
-#scrap_learn_mbt_mealy()
-scrap_learn_mbt_iora()
+scrap_learn_mbt_mealy()
+#scrap_learn_mbt_iora()

resources/biometric.dot

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+  10;
+  26;
+  18;
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+  26 -> 10 [label="IGETCHALLENGE/ONOK"];
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+  31 -> 10 [label="IGETCHALLENGE/ONOK"];
+  31 -> 10 [label="IFAILBAC/ONOK"];
+  31 -> 10 [label="IRESET/OOK"];
+}

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+	s5 -> s3 [label="|OS(StopPcs)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
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+
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+}

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+	s1 -> s2 [label="|OS(StopPcs)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(Shutdown)|"];
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+}

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+}

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+	s1 -> s3 [label="|OS(StopPcs)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s3 -> s3 [label="|Pds(ButtonSystemOff)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s3 -> s3 [label="|Host(stopForInstallation)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s3 -> s5 [label="|Host(startAfterInstallation)| / |PCS(Running);SM1(Stopped);SM2(Stopped)|"];
+	s3 -> s4 [label="|Host(goToOpenProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s3 -> s3 [label="|Host(goToClosedProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s3 -> s3 [label="|Host(openProfileStartApplication)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s3 -> s3 [label="|Host(openProfileStopApplication)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s3 -> s1 [label="|OS(StartPcs)| / |PCS(Running);SM1(Running);SM2(Running)|"];
+	s3 -> s3 [label="|OS(StopPcs)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s4 -> s4 [label="|Pds(ButtonSystemOff)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s4 -> s4 [label="|Host(stopForInstallation)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s4 -> s6 [label="|Host(startAfterInstallation)| / |PCS(Running);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s4 -> s4 [label="|Host(goToOpenProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s4 -> s3 [label="|Host(goToClosedProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s4 -> s4 [label="|Host(openProfileStartApplication)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s4 -> s4 [label="|Host(openProfileStopApplication)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s4 -> s7 [label="|OS(StartPcs)| / |PCS(Running);SM1(Stopped);SM2(Running);Dev(OpenProfile)|"];
+	s4 -> s4 [label="|OS(StopPcs)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s5 -> s2 [label="|Pds(ButtonSystemOff)| / |PCS(Running);SM1(Stopped);SM2(Stopped);Dev(Shutdown)|"];
+	s5 -> s3 [label="|Host(stopForInstallation)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s5 -> s5 [label="|Host(startAfterInstallation)| / |PCS(Running);SM1(Stopped);SM2(Stopped)|"];
+	s5 -> s4 [label="|Host(goToOpenProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s5 -> s3 [label="|Host(goToClosedProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s5 -> s5 [label="|Host(openProfileStartApplication)| / |PCS(Running);SM1(Stopped);SM2(Stopped)|"];
+	s5 -> s5 [label="|Host(openProfileStopApplication)| / |PCS(Running);SM1(Stopped);SM2(Stopped)|"];
+	s5 -> s5 [label="|OS(StartPcs)| / |PCS(Running);SM1(Stopped);SM2(Stopped)|"];
+	s5 -> s3 [label="|OS(StopPcs)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s6 -> s2 [label="|Pds(ButtonSystemOff)| / |PCS(Running);SM1(Stopped);SM2(Stopped);Dev(OpenProfile);Dev(Shutdown)|"];
+	s6 -> s4 [label="|Host(stopForInstallation)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s6 -> s6 [label="|Host(startAfterInstallation)| / |PCS(Running);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s6 -> s4 [label="|Host(goToOpenProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s6 -> s3 [label="|Host(goToClosedProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s6 -> s6 [label="|Host(openProfileStartApplication)| / |PCS(Running);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s6 -> s6 [label="|Host(openProfileStopApplication)| / |PCS(Running);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s6 -> s6 [label="|OS(StartPcs)| / |PCS(Running);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s6 -> s4 [label="|OS(StopPcs)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s7 -> s2 [label="|Pds(ButtonSystemOff)| / |PCS(Running);SM1(Stopped);SM2(Stopped);Dev(OpenProfile);Dev(Shutdown)|"];
+	s7 -> s4 [label="|Host(stopForInstallation)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s7 -> s7 [label="|Host(startAfterInstallation)| / |PCS(Running);SM1(Stopped);SM2(Running);Dev(OpenProfile)|"];
+	s7 -> s4 [label="|Host(goToOpenProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s7 -> s3 [label="|Host(goToClosedProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s7 -> s8 [label="|Host(openProfileStartApplication)| / |PCS(Running);SM1(Running);SM2(Running);Dev(OpenProfile)|"];
+	s7 -> s7 [label="|Host(openProfileStopApplication)| / |PCS(Running);SM1(Stopped);SM2(Running);Dev(OpenProfile)|"];
+	s7 -> s7 [label="|OS(StartPcs)| / |PCS(Running);SM1(Stopped);SM2(Running);Dev(OpenProfile)|"];
+	s7 -> s4 [label="|OS(StopPcs)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s8 -> s2 [label="|Pds(ButtonSystemOff)| / |PCS(Running);SM1(Stopped);SM2(Stopped);Dev(OpenProfile);Dev(Shutdown)|"];
+	s8 -> s4 [label="|Host(stopForInstallation)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s8 -> s8 [label="|Host(startAfterInstallation)| / |PCS(Running);SM1(Running);SM2(Running);Dev(OpenProfile)|"];
+	s8 -> s4 [label="|Host(goToOpenProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s8 -> s3 [label="|Host(goToClosedProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s8 -> s8 [label="|Host(openProfileStartApplication)| / |PCS(Running);SM1(Running);SM2(Running);Dev(OpenProfile)|"];
+	s8 -> s7 [label="|Host(openProfileStopApplication)| / |PCS(Running);SM1(Stopped);SM2(Running);Dev(OpenProfile)|"];
+	s8 -> s8 [label="|OS(StartPcs)| / |PCS(Running);SM1(Running);SM2(Running);Dev(OpenProfile)|"];
+	s8 -> s4 [label="|OS(StopPcs)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+
+__start0 -> s0;
+}

resources/pdu/learnresult6.dot

+digraph g {
+__start0 [label="" shape="none"];
+
+	s0 [shape="circle" label="0"];
+	s1 [shape="circle" label="1"];
+	s2 [shape="circle" label="2"];
+	s3 [shape="circle" label="3"];
+	s4 [shape="circle" label="4"];
+	s5 [shape="circle" label="5"];
+	s6 [shape="circle" label="6"];
+	s7 [shape="circle" label="7"];
+	s8 [shape="circle" label="8"];
+	s0 -> s1 [label="|Pds(StateSystemOn)| / |PCS(Running);SM1(Running);SM2(Running)|"];
+	s0 -> s1 [label="|Pds(StateVideoOn)| / |PCS(Running);SM1(Running);SM2(Running)|"];
+	s0 -> s2 [label="|Pds(StateSystemOff)| / |PCS(Running);SM1(Stopped);SM2(Stopped);Dev(Shutdown)|"];
+	s1 -> s2 [label="|Pds(ButtonSystemOff)| / |PCS(Running);SM1(Stopped);SM2(Stopped);Dev(Shutdown)|"];
+	s1 -> s3 [label="|Host(stopForInstallation)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s1 -> s1 [label="|Host(startAfterInstallation)| / |PCS(Running);SM1(Running);SM2(Running)|"];
+	s1 -> s4 [label="|Host(goToOpenProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s1 -> s3 [label="|Host(goToClosedProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s1 -> s1 [label="|Host(openProfileStartApplication)| / |PCS(Running);SM1(Running);SM2(Running)|"];
+	s1 -> s1 [label="|Host(openProfileStopApplication)| / |PCS(Running);SM1(Running);SM2(Running)|"];
+	s1 -> s1 [label="|OS(StartPcs)| / |PCS(Running);SM1(Running);SM2(Running)|"];
+	s1 -> s3 [label="|OS(StopPcs)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s3 -> s3 [label="|Pds(ButtonSystemOff)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s3 -> s3 [label="|Host(stopForInstallation)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s3 -> s5 [label="|Host(startAfterInstallation)| / |PCS(Running);SM1(Stopped);SM2(Stopped)|"];
+	s3 -> s4 [label="|Host(goToOpenProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s3 -> s3 [label="|Host(goToClosedProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s3 -> s3 [label="|Host(openProfileStartApplication)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s3 -> s3 [label="|Host(openProfileStopApplication)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s3 -> s1 [label="|OS(StartPcs)| / |PCS(Running);SM1(Running);SM2(Running)|"];
+	s3 -> s3 [label="|OS(StopPcs)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s4 -> s4 [label="|Pds(ButtonSystemOff)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s4 -> s4 [label="|Host(stopForInstallation)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s4 -> s6 [label="|Host(startAfterInstallation)| / |PCS(Running);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s4 -> s4 [label="|Host(goToOpenProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s4 -> s3 [label="|Host(goToClosedProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s4 -> s4 [label="|Host(openProfileStartApplication)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s4 -> s4 [label="|Host(openProfileStopApplication)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s4 -> s7 [label="|OS(StartPcs)| / |PCS(Running);SM1(Stopped);SM2(Running);Dev(OpenProfile)|"];
+	s4 -> s4 [label="|OS(StopPcs)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s5 -> s2 [label="|Pds(ButtonSystemOff)| / |PCS(Running);SM1(Stopped);SM2(Stopped);Dev(Shutdown)|"];
+	s5 -> s3 [label="|Host(stopForInstallation)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s5 -> s5 [label="|Host(startAfterInstallation)| / |PCS(Running);SM1(Stopped);SM2(Stopped)|"];
+	s5 -> s4 [label="|Host(goToOpenProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s5 -> s3 [label="|Host(goToClosedProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s5 -> s5 [label="|Host(openProfileStartApplication)| / |PCS(Running);SM1(Stopped);SM2(Stopped)|"];
+	s5 -> s5 [label="|Host(openProfileStopApplication)| / |PCS(Running);SM1(Stopped);SM2(Stopped)|"];
+	s5 -> s5 [label="|OS(StartPcs)| / |PCS(Running);SM1(Stopped);SM2(Stopped)|"];
+	s5 -> s3 [label="|OS(StopPcs)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s6 -> s2 [label="|Pds(ButtonSystemOff)| / |PCS(Running);SM1(Stopped);SM2(Stopped);Dev(OpenProfile);Dev(Shutdown)|"];
+	s6 -> s4 [label="|Host(stopForInstallation)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s6 -> s6 [label="|Host(startAfterInstallation)| / |PCS(Running);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s6 -> s4 [label="|Host(goToOpenProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s6 -> s3 [label="|Host(goToClosedProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s6 -> s6 [label="|Host(openProfileStartApplication)| / |PCS(Running);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s6 -> s6 [label="|Host(openProfileStopApplication)| / |PCS(Running);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s6 -> s6 [label="|OS(StartPcs)| / |PCS(Running);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s6 -> s4 [label="|OS(StopPcs)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s7 -> s2 [label="|Pds(ButtonSystemOff)| / |PCS(Running);SM1(Stopped);SM2(Stopped);Dev(OpenProfile);Dev(Shutdown)|"];
+	s7 -> s4 [label="|Host(stopForInstallation)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s7 -> s7 [label="|Host(startAfterInstallation)| / |PCS(Running);SM1(Stopped);SM2(Running);Dev(OpenProfile)|"];
+	s7 -> s4 [label="|Host(goToOpenProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s7 -> s3 [label="|Host(goToClosedProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s7 -> s8 [label="|Host(openProfileStartApplication)| / |PCS(Running);SM1(Running);SM2(Running);Dev(OpenProfile)|"];
+	s7 -> s7 [label="|Host(openProfileStopApplication)| / |PCS(Running);SM1(Stopped);SM2(Running);Dev(OpenProfile)|"];
+	s7 -> s7 [label="|OS(StartPcs)| / |PCS(Running);SM1(Stopped);SM2(Running);Dev(OpenProfile)|"];
+	s7 -> s4 [label="|OS(StopPcs)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s8 -> s2 [label="|Pds(ButtonSystemOff)| / |PCS(Running);SM1(Stopped);SM2(Stopped);Dev(OpenProfile);Dev(Shutdown)|"];
+	s8 -> s4 [label="|Host(stopForInstallation)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s8 -> s8 [label="|Host(startAfterInstallation)| / |PCS(Running);SM1(Running);SM2(Running);Dev(OpenProfile)|"];
+	s8 -> s4 [label="|Host(goToOpenProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+	s8 -> s3 [label="|Host(goToClosedProfile)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped)|"];
+	s8 -> s8 [label="|Host(openProfileStartApplication)| / |PCS(Running);SM1(Running);SM2(Running);Dev(OpenProfile)|"];
+	s8 -> s7 [label="|Host(openProfileStopApplication)| / |PCS(Running);SM1(Stopped);SM2(Running);Dev(OpenProfile)|"];
+	s8 -> s8 [label="|OS(StartPcs)| / |PCS(Running);SM1(Running);SM2(Running);Dev(OpenProfile)|"];
+	s8 -> s4 [label="|OS(StopPcs)| / |PCS(Stopped);SM1(Stopped);SM2(Stopped);Dev(OpenProfile)|"];
+
+__start0 -> s0;
+}

z3gi/define/__init__.py

 from abc import ABCMeta, abstractmethod
+
 import z3
 
+
 def enum(name, elements):
     d = z3.Datatype(name)
     for element in elements:

z3gi/define/fa.py

-import collections
 from abc import ABCMeta, abstractmethod
 
 import z3
-from define import enum, Automaton
 import model.fa
+from define import enum, Automaton
 from model import Transition
 
 

z3gi/define/ra.py

-from collections import namedtuple
-
 import z3
 from model.ra import *
-from define import enum
-
-
-from define import Automaton
+from define import enum, Automaton
 
 
 class RegisterMachine(Automaton):

z3gi/encode/__init__.py

 from abc import ABCMeta, abstractmethod
+
 import z3
 from define import Automaton
 

z3gi/encode/fa.py

 import itertools
 
+import z3
 from define.fa import DFA, MealyMachine, Mapper
 from encode import Encoder
 from utils import Tree
-#from model.fa import MealyMachine
-import z3
+
 
 
 class DFAEncoder(Encoder):

z3gi/encode/iora.py

 import itertools
 
 import z3
-
 from define.ra import IORegisterAutomaton, Mapper
 from encode import Encoder
-from sut import ActionSignature
 from utils import Tree, determinize
 
 

z3gi/encode/iora2.py

 import itertools
-import z3
 
+import z3
 from encode import Encoder
 from define.ra import IORegisterAutomaton2, Mapper
 from utils import Tree, determinize

z3gi/encode/ra.py

 import itertools
-import z3
 
+import z3
 from encode import Encoder
 from define.ra import RegisterAutomaton, Mapper
 from utils import Tree, determinize

z3gi/learn/algorithm.py

-from typing import List, Tuple, Union
-from typing import cast
-
-import collections
+from typing import List, Tuple, Union,cast
 
 from model import Automaton
 from learn import Learner

z3gi/learn/fa.py

 from typing import Tuple
 
 import z3
-
-from encode.ra import RAEncoder
-from learn import Learner
-import model.fa
-
-import z3
-
-from encode.fa import DFAEncoder, MealyEncoder
 from learn import Learner
 from model import Automaton
 import define.fa
@@ -45,19 +37,15 @@ class FALearner(Learner):
         """generates the definition and model for an fa whose traces include the traces added so far
         In case of failure, the second argument of the tuple signals occurrence of a timeout"""
         for num_states in range(min_states, max_states + 1):
-            print("Learning with ", num_states, " states")
             fa, constraints = self.encoder.build(num_states)
             self.solver.reset()
             self.solver.add(constraints)
             if self.timeout is not None:
                 self.solver.set("timeout", self.timeout)
-            print(self.solver.to_smt2())
             result = self.solver.check()
-            print(self.solver.statistics())
             if self.verbose:
                 print("Learning with {0} states. Result: {1}"
                   .format(num_states, result))
-            print("Result {0} ".format(result))
             if result == z3.sat:
                 model = self.solver.model()
                 return (True, fa, model)