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Learning RFSA in reverse
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This is an archived project. Repository and other project resources are read-only.
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Thomas
Learning RFSA in reverse
Commits
4b06c583
Commit
4b06c583
authored
5 years ago
by
Thomas
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parent
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2 changed files
learnlib/GenRFSA.java
+2
-107
2 additions, 107 deletions
learnlib/GenRFSA.java
learnlib/RFSALearnAndCompare.java
+3
-4
3 additions, 4 deletions
learnlib/RFSALearnAndCompare.java
with
5 additions
and
111 deletions
learnlib/GenRFSA.java
+
2
−
107
View file @
4b06c583
import
com.google.common.collect.BiMap
;
import
com.google.common.collect.HashBiMap
;
import
com.google.common.collect.Sets
;
import
net.automatalib.automata.fsa.impl.compact.CompactDFA
;
import
net.automatalib.automata.fsa.impl.compact.CompactNFA
;
import
net.automatalib.automata.fsa.impl.compact.CompactNFA
;
import
net.automatalib.util.automata.builders.FSABuilder
;
import
net.automatalib.util.automata.builders.FSABuilder
;
import
net.automatalib.visualization.Visualization
;
import
java.util.*
;
public
class
GenRFSA
<
A
extends
CompactNFA
<
I
>,
S
,
I
>
{
public
class
GenRFSA
<
A
extends
CompactNFA
<
I
>,
S
,
I
>
{
public
CompactNFA
<
I
>
reverse
(
CompactNFA
<
I
>
original
)
{
public
CompactNFA
<
I
>
reverse
(
CompactNFA
<
I
>
original
)
{
...
@@ -24,102 +17,4 @@ public class GenRFSA<A extends CompactNFA<I>, S, I> {
...
@@ -24,102 +17,4 @@ public class GenRFSA<A extends CompactNFA<I>, S, I> {
original
.
getInitialStates
().
forEach
(
builder:
:
withAccepting
);
original
.
getInitialStates
().
forEach
(
builder:
:
withAccepting
);
return
builder
.
create
();
return
builder
.
create
();
}
}
public
CompactNFA
<
I
>
precanonicalize
(
CompactNFA
<
I
>
original
){
FSABuilder
<
Integer
,
I
,
CompactNFA
<
I
>>
builder
=
new
FSABuilder
<>(
new
CompactNFA
<>(
original
.
getInputAlphabet
()));
BiMap
<
BitSet
,
Integer
>
detMap
=
HashBiMap
.
create
();
CompactDFA
<
I
>
out
=
new
CompactDFA
<
I
>(
original
.
getInputAlphabet
());
NFAs
.
determinize
(
original
,
original
.
getInputAlphabet
(),
out
,
false
,
detMap
);
Set
<
BitSet
>
detStates
=
new
HashSet
<>(
detMap
.
keySet
());
Set
<
BitSet
>
coverableStates
=
new
HashSet
<>();
for
(
BitSet
testState
:
detStates
)
{
Set
<
BitSet
>
usingStates
=
new
HashSet
<>(
detMap
.
keySet
());
usingStates
.
remove
(
testState
);
//kind a subset-sum
Set
<
Set
<
BitSet
>>
powersets
=
Sets
.
powerSet
(
usingStates
);
for
(
Set
<
BitSet
>
set
:
powersets
)
{
BitSet
sum
=
new
BitSet
();
set
.
forEach
(
s
->
sum
.
or
(
s
));
// maybe broken in openjdk
if
(
sum
.
equals
(
testState
)){
coverableStates
.
add
(
testState
);
break
;
}
}
}
detStates
.
removeAll
(
coverableStates
);
//initial states
BitSet
initBs
=
new
BitSet
();
original
.
getInitialStates
().
forEach
(
initBs:
:
set
);
for
(
BitSet
s
:
detStates
)
{
//initial states
BitSet
tmp
=
(
BitSet
)
s
.
clone
();
tmp
.
or
(
initBs
);
if
(
tmp
.
equals
(
initBs
))
builder
.
withInitial
(
s
);
//final states
if
(
s
.
stream
().
anyMatch
(
a
->
original
.
isAccepting
(
a
))){
// maybe broken in openjdk
builder
.
withAccepting
(
s
);
}
//transitions
for
(
I
i
:
out
.
getLocalInputs
(
detMap
.
get
(
s
)))
{
BitSet
detSucc
=
detMap
.
inverse
().
get
(
out
.
getSuccessor
(
detMap
.
get
(
s
),
i
));
powerset
(
detSucc
).
stream
().
filter
(
detStates:
:
contains
).
forEach
(
succ
->
builder
.
from
(
s
).
on
(
i
).
to
(
succ
));
}
}
return
builder
.
create
();
}
public
CompactNFA
<
I
>
canonicalize
(
CompactNFA
<
I
>
original
)
{
return
canonicalizeReverseLang
(
reverse
(
original
));
}
public
CompactNFA
<
I
>
canonicalizeReverseLang
(
CompactNFA
<
I
>
original
)
{
return
precanonicalize
(
reverse
(
precanonicalize
(
original
)));
}
public
static
void
main
(
String
[]
args
)
{
RandomNFAGen
c
=
new
RandomNFAGen
(
10
);
CompactNFA
<
Integer
>
nfa
=
c
.
get
();
GenRFSA
<
CompactNFA
<
Integer
>,
?,
Integer
>
genRFSA
=
new
GenRFSA
<>();
FSABuilder
<
Integer
,
Integer
,
CompactNFA
<
Integer
>>
builder
=
new
FSABuilder
<>(
new
CompactNFA
<>(
nfa
.
getInputAlphabet
()));
builder
.
withInitial
(
1
);
builder
.
withAccepting
(
3
);
builder
.
from
(
1
).
on
(
0
,
1
).
to
(
1
);
builder
.
from
(
1
).
on
(
0
).
to
(
2
);
builder
.
from
(
2
).
on
(
0
,
1
).
to
(
3
);
CompactNFA
<
Integer
>
nfa2
=
builder
.
create
();
Visualization
.
visualize
(
nfa2
);
Visualization
.
visualize
(
genRFSA
.
reverse
(
nfa2
));
Visualization
.
visualize
(
genRFSA
.
precanonicalize
(
genRFSA
.
reverse
(
nfa2
)));
Visualization
.
visualize
(
genRFSA
.
canonicalizeReverseLang
(
nfa2
));
Visualization
.
visualize
(
genRFSA
.
canonicalize
(
nfa2
));
}
private
static
Set
<
BitSet
>
powerset
(
BitSet
set
)
{
Set
<
BitSet
>
sets
=
new
HashSet
<>();
if
(
set
.
isEmpty
())
{
sets
.
add
(
new
BitSet
(
0
));
return
sets
;
}
int
head
=
set
.
nextSetBit
(
0
);
BitSet
rest
=
set
.
get
(
0
,
set
.
size
());
rest
.
clear
(
head
);
for
(
BitSet
s
:
powerset
(
rest
))
{
BitSet
newSet
=
s
.
get
(
0
,
s
.
size
());
newSet
.
set
(
head
);
sets
.
add
(
newSet
);
sets
.
add
(
s
);
}
return
sets
;
}
}
}
This diff is collapsed.
Click to expand it.
learnlib/RFSALearnAndCompare.java
+
3
−
4
View file @
4b06c583
...
@@ -35,8 +35,7 @@ public class RFSALearnAndCompare<I> {
...
@@ -35,8 +35,7 @@ public class RFSALearnAndCompare<I> {
SimulatorOracle
<
I
,
Boolean
>
sul2
=
new
MySimulatorOracle
<>(
target
);
SimulatorOracle
<
I
,
Boolean
>
sul2
=
new
MySimulatorOracle
<>(
target
);
GenRFSA
<
CompactNFA
<
I
>,
?,
I
>
genRFSA
=
new
GenRFSA
<>();
GenRFSA
<
CompactNFA
<
I
>,
?,
I
>
genRFSA
=
new
GenRFSA
<>();
CompactNFA
<
I
>
rfsa
=
genRFSA
.
canonicalize
(
target
);
CompactNFA
<
I
>
reverseTarget
=
genRFSA
.
reverse
(
target
);
CompactNFA
<
I
>
rfsa2
=
genRFSA
.
canonicalizeReverseLang
(
target
);
mqOracle
=
new
CounterOracle
<>(
sul
,
"membership queries learning"
);
mqOracle
=
new
CounterOracle
<>(
sul
,
"membership queries learning"
);
mqOracle2
=
new
CounterOracle
<>(
sul2
,
"membership queries learning"
);
mqOracle2
=
new
CounterOracle
<>(
sul2
,
"membership queries learning"
);
...
@@ -50,8 +49,8 @@ public class RFSALearnAndCompare<I> {
...
@@ -50,8 +49,8 @@ public class RFSALearnAndCompare<I> {
NLStarLearner
<
I
>
nlstar2
=
new
NLStarLearnerBuilder
<
I
>().
withAlphabet
(
target
.
getInputAlphabet
())
// input alphabet
NLStarLearner
<
I
>
nlstar2
=
new
NLStarLearnerBuilder
<
I
>().
withAlphabet
(
target
.
getInputAlphabet
())
// input alphabet
.
withOracle
(
mqOracle2
)
// reverse membership oracle
.
withOracle
(
mqOracle2
)
// reverse membership oracle
.
create
();
.
create
();
DumpRFSAEQOracle
<
NFA
<?,
I
>,
I
,
Boolean
>
eqOracle
=
new
DumpRFSAEQOracle
<>(
rfsa
,
mqOracle_2
,
0
,
maxLength
,
maxTests
);
DumpRFSAEQOracle
<
NFA
<?,
I
>,
I
>
eqOracle
=
new
DumpRFSAEQOracle
<>(
target
,
mqOracle_2
,
0
,
maxLength
,
maxTests
);
DumpRFSAEQOracle
<
NFA
<?,
I
>,
I
,
Boolean
>
eqOracle2
=
new
DumpRFSAEQOracle
<>(
r
fsa2
,
mqOracle2_2
,
0
,
maxLength
,
maxTests
);
DumpRFSAEQOracle
<
NFA
<?,
I
>,
I
>
eqOracle2
=
new
DumpRFSAEQOracle
<>(
r
everseTarget
,
mqOracle2_2
,
0
,
maxLength
,
maxTests
);
experiment
=
new
Experiment
<>(
nlstar
,
eqOracle
,
target
.
getInputAlphabet
());
experiment
=
new
Experiment
<>(
nlstar
,
eqOracle
,
target
.
getInputAlphabet
());
experiment2
=
new
Experiment
<>(
nlstar2
,
eqOracle2
,
target
.
getInputAlphabet
());
experiment2
=
new
Experiment
<>(
nlstar2
,
eqOracle2
,
target
.
getInputAlphabet
());
...
...
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