def testnormalFormProductionSuperl2(self):
tree = computeTree(data.car())
NamedEntityMerging(tree).merge()
PrepositionMerging(tree).merge()
qw = simplify(tree)
result = normalFormProduction(tree, qw)
self.assertEqual(result, {
"list": {
"list": {
"subject": {
"value": "world",
"type": "resource"
},
"predicate": {
"value": "car",
"type": "resource"
},
"object": {
"type": "missing"
},
"type": "triple"
},
"predicate": {
"value" : "cost",
"type" : "resource"
},
"type": "sort"
},
"index": -1,
"type": "nth"
})
def testnormalFormProductionSuperl2(self):
tree = computeTree(data.car())
NamedEntityMerging(tree).merge()
PrepositionMerging(tree).merge()
qw = simplify(tree)
result = normalFormProduction(tree, qw)
self.assertEqual(
result, {
"list": {
"list": {
"subject": {
"value": "world",
"type": "resource"
},
"predicate": {
"value": "car",
"type": "resource"
},
"object": {
"type": "missing"
},
"type": "triple"
},
"predicate": {
"value": "cost",
"type": "resource"
},
"type": "sort"
},
"index": -1,
"type": "nth"
})
def testnormalFormProduction3(self):
tree = computeTree(data.give_obama_president_usa())
NamedEntityMerging(tree).merge()
PrepositionMerging(tree).merge()
qw = simplify(tree)
result = normalFormProduction(tree, qw)
self.assertEqual(
result, {
"type":
"intersection",
"list": [{
"predicate": {
"type":
"list",
"list": [{
"type": "resource",
"value": "been"
}, {
"type": "resource",
"value": "identity"
}]
},
"type": "triple",
"subject": {
"type": "resource",
"value": "Obama"
},
"inverse-predicate": {
"type": "resource",
"value": "identity"
},
"object": {
"type": "missing"
}
}, {
"predicate": {
"type":
"list",
"list": [{
"type": "resource",
"value": "been"
}, {
"type": "resource",
"value": "identity"
}]
},
"type": "triple",
"subject": {
"type": "resource",
"value": "United States president"
},
"inverse-predicate": {
"type": "resource",
"value": "identity"
},
"object": {
"type": "missing"
}
}]
})
def testnormalFormProductionSuperl(self):
tree = computeTree(data.tanzania()['sentences'][0])
NamedEntityMerging(tree).merge()
PrepositionMerging(tree).merge()
qw = simplify(tree)
result = normalFormProduction(tree, qw)
self.assertEqual(result, {
"list": {
"list": {
"object": {
"type": "missing"
},
"predicate": {
"value": "mountain",
"type": "resource"
},
"subject": {
"value": "Tanzania",
"type": "resource"
},
"type": "triple"
},
"predicate": {
"value" : "height",
"type" : "resource"
},
"type": "sort"
},
"type": "last"
})
def testnormalFormProductionR8(self):
tree = computeTree(data.mistake())
NamedEntityMerging(tree).merge()
PrepositionMerging(tree).merge()
qw = simplify(tree)
result = normalFormProduction(tree, qw)
self.assertEqual(result, {
"type": "triple",
"subject": {
"type": "resource",
"value": "mistake"
},
"object": {
"type": "missing"
},
"predicate": {
"type": "list",
"list": [
{
"type": "resource",
"value": "place"
},
{
"type": "resource",
"value": "location"
},
{
"type": "resource",
"value": "residence"
},
{
"type": "resource",
"value": "country"
},
{
"type": "resource",
"value": "city"
},
{
"type": "resource",
"value": "town"
},
{
"type": "resource",
"value": "state"
},
{
"type": "resource",
"value": "locality"
}
]
}
})
def get_answer(sentence=""):
nlp = StanfordNLP()
if sentence == "":
sentence = eval(input(""))
handler = ppp_questionparsing_grammatical.QuotationHandler()
simplifiedSentence = handler.pull(sentence)
result = nlp.parse(simplifiedSentence)
tree = ppp_questionparsing_grammatical.computeTree(result)
handler.push(tree)
ppp_questionparsing_grammatical.NamedEntityMerging(tree).merge()
ppp_questionparsing_grammatical.PrepositionMerging(tree).merge()
qw = ppp_questionparsing_grammatical.simplify(tree)
t = ppp_questionparsing_grammatical.normalFormProduction(tree, qw)
return t
def get_answer(sentence=""):
nlp = StanfordNLP()
if sentence == "":
sentence = input("")
handler = ppp_questionparsing_grammatical.QuotationHandler()
simplifiedSentence = handler.pull(sentence)
result = nlp.parse(simplifiedSentence)
tree = ppp_questionparsing_grammatical.computeTree(result['sentences'][0])
handler.push(tree)
ppp_questionparsing_grammatical.NamedEntityMerging(tree).merge()
ppp_questionparsing_grammatical.PrepositionMerging(tree).merge()
qw = ppp_questionparsing_grammatical.simplify(tree)
t = ppp_questionparsing_grammatical.normalFormProduction(tree,qw)
return t
def testAndnormalFormProduction(self):
tree = computeTree(data.give_chief())
NamedEntityMerging(tree).merge()
PrepositionMerging(tree).merge()
qw = simplify(tree)
result = normalFormProduction(tree, qw)
self.assertEqual(result, {
"list": [
{
"type": "triple",
"subject": {
"type": "resource",
"value": "chief"
},
"object": {
"type": "missing"
},
"predicate": {
"list": [
{
"type": "resource",
"value": "identity"
}
],
"type": "list"
}
},
{
"type": "triple",
"subject": {
"type": "resource",
"value": "prime minister"
},
"object": {
"type": "missing"
},
"predicate": {
"list": [
{
"type": "resource",
"value": "identity"
}
],
"type": "list"
}
}
],
"type": "intersection"
})
def testnormalFormProductionR8(self):
tree = computeTree(data.mistake())
NamedEntityMerging(tree).merge()
PrepositionMerging(tree).merge()
qw = simplify(tree)
result = normalFormProduction(tree, qw)
self.assertEqual(
result, {
"type": "triple",
"subject": {
"type": "resource",
"value": "mistake"
},
"object": {
"type": "missing"
},
"predicate": {
"type":
"list",
"list": [{
"type": "resource",
"value": "place"
}, {
"type": "resource",
"value": "location"
}, {
"type": "resource",
"value": "residence"
}, {
"type": "resource",
"value": "country"
}, {
"type": "resource",
"value": "city"
}, {
"type": "resource",
"value": "town"
}, {
"type": "resource",
"value": "state"
}, {
"type": "resource",
"value": "locality"
}]
}
})
def testAndnormalFormProduction(self):
tree = computeTree(data.give_chief())
NamedEntityMerging(tree).merge()
PrepositionMerging(tree).merge()
qw = simplify(tree)
result = normalFormProduction(tree, qw)
self.assertEqual(
result, {
"list": [{
"type": "triple",
"subject": {
"type": "resource",
"value": "chief"
},
"object": {
"type": "missing"
},
"predicate": {
"list": [{
"type": "resource",
"value": "identity"
}],
"type": "list"
}
}, {
"type": "triple",
"subject": {
"type": "resource",
"value": "prime minister"
},
"object": {
"type": "missing"
},
"predicate": {
"list": [{
"type": "resource",
"value": "identity"
}],
"type": "list"
}
}],
"type":
"intersection"
})
def testSemiQuestionWord1(self):
tree = computeTree(data.roald())
NamedEntityMerging(tree).merge()
PrepositionMerging(tree).merge()
qw = simplify(tree)
result = normalFormProduction(tree, qw)
self.assertEqual(result, {
"subject": {
"value": "Roald Dahl",
"type": "resource"
},
"type": "triple",
"predicate": {
"value": "book",
"type": "resource"
},
"object": {
"type": "missing"
}
})
def testSemiQuestionWord5(self):
tree = computeTree(data.capital2())
NamedEntityMerging(tree).merge()
PrepositionMerging(tree).merge()
qw = simplify(tree)
result = normalFormProduction(tree, qw)
self.assertEqual(result, {
"predicate": {
"type": "resource",
"value": "capital"
},
"type": "triple",
"subject": {
"type": "resource",
"value": "France"
},
"object": {
"type": "missing"
}
})
def testnormalFormProduction1(self):
tree = computeTree(data.give_president_of_USA())
NamedEntityMerging(tree).merge()
PrepositionMerging(tree).merge()
qw = simplify(tree)
result = normalFormProduction(tree, qw)
self.assertEqual(result, {
"object": {
"type": "missing"
},
"subject": {
"type": "resource",
"value": "United States"
},
"predicate": {
"type": "resource",
"value": "president"
},
"type": "triple"
})
def testSemiQuestionWord3(self):
tree = computeTree(data.list_president2()['sentences'][0])
NamedEntityMerging(tree).merge()
PrepositionMerging(tree).merge()
qw = simplify(tree)
result = normalFormProduction(tree, qw)
self.assertEqual(result, {
"type": "triple",
"object": {
"type": "missing"
},
"predicate": {
"type": "resource",
"value": "president"
},
"subject": {
"type": "resource",
"value": "France"
}
})
def testSuperlativenormalFormProduction(self):
tree = computeTree(data.give_opera())
NamedEntityMerging(tree).merge()
PrepositionMerging(tree).merge()
qw = simplify(tree)
result = normalFormProduction(tree, qw)
self.assertEqual(result, {
"list": [
{
"list": {
"predicate": {
"value": "default",
"type": "resource"
},
"list": {
"value": "Gilbert",
"type": "resource"
},
"type": "sort"
},
"index": 0,
"type": "nth"
},
{
"list": {
"predicate": {
"value": "default",
"type": "resource"
},
"list": {
"value": "Sullivan opera",
"type": "resource"
},
"type": "sort"
},
"index": 0,
"type": "nth"
}
],
"type": "intersection"
})
def testSemiQuestionWord1(self):
tree = computeTree(data.roald())
NamedEntityMerging(tree).merge()
PrepositionMerging(tree).merge()
qw = simplify(tree)
result = normalFormProduction(tree, qw)
self.assertEqual(
result, {
"subject": {
"value": "Roald Dahl",
"type": "resource"
},
"type": "triple",
"predicate": {
"value": "book",
"type": "resource"
},
"object": {
"type": "missing"
}
})
def testSemiQuestionWord5(self):
tree = computeTree(data.capital2())
NamedEntityMerging(tree).merge()
PrepositionMerging(tree).merge()
qw = simplify(tree)
result = normalFormProduction(tree, qw)
self.assertEqual(
result, {
"predicate": {
"type": "resource",
"value": "capital"
},
"type": "triple",
"subject": {
"type": "resource",
"value": "France"
},
"object": {
"type": "missing"
}
})
def testnormalFormProduction1(self):
tree = computeTree(data.give_president_of_USA())
NamedEntityMerging(tree).merge()
PrepositionMerging(tree).merge()
qw = simplify(tree)
result = normalFormProduction(tree, qw)
self.assertEqual(
result, {
"object": {
"type": "missing"
},
"subject": {
"type": "resource",
"value": "United States"
},
"predicate": {
"type": "resource",
"value": "president"
},
"type": "triple"
})
def testSuperlativenormalFormProduction(self):
tree = computeTree(data.give_opera())
NamedEntityMerging(tree).merge()
PrepositionMerging(tree).merge()
qw = simplify(tree)
result = normalFormProduction(tree, qw)
self.assertEqual(
result, {
"list": [{
"list": {
"predicate": {
"value": "default",
"type": "resource"
},
"list": {
"value": "Gilbert",
"type": "resource"
},
"type": "sort"
},
"index": 0,
"type": "nth"
}, {
"list": {
"predicate": {
"value": "default",
"type": "resource"
},
"list": {
"value": "Sullivan opera",
"type": "resource"
},
"type": "sort"
},
"index": 0,
"type": "nth"
}],
"type":
"intersection"
})
def testExists(self):
tree = computeTree(data.king_england())
NamedEntityMerging(tree).merge()
PrepositionMerging(tree).merge()
qw = simplify(tree)
result = normalFormProduction(tree, qw)
self.assertEqual(result, {
"list": {
"predicate": {
"type": "resource",
"value": "king"
},
"subject": {
"type": "resource",
"value": "England"
},
"type": "triple",
"object": {
"type": "missing"
}
},
"type": "exists"
})
def testExists(self):
tree = computeTree(data.king_england())
NamedEntityMerging(tree).merge()
PrepositionMerging(tree).merge()
qw = simplify(tree)
result = normalFormProduction(tree, qw)
self.assertEqual(
result, {
"list": {
"predicate": {
"type": "resource",
"value": "king"
},
"subject": {
"type": "resource",
"value": "England"
},
"type": "triple",
"object": {
"type": "missing"
}
},
"type": "exists"
})
def testnormalFormProduction3(self):
tree = computeTree(data.give_obama_president_usa())
NamedEntityMerging(tree).merge()
PrepositionMerging(tree).merge()
qw = simplify(tree)
result = normalFormProduction(tree, qw)
self.assertEqual(result, {
"type": "intersection",
"list": [
{
"predicate": {
"type": "list",
"list": [
{
"type": "resource",
"value": "been"
},
{
"type": "resource",
"value": "identity"
}
]
},
"type": "triple",
"subject": {
"type": "resource",
"value": "Obama"
},
"inverse-predicate": {
"type": "resource",
"value": "identity"
},
"object": {
"type": "missing"
}
},
{
"predicate": {
"type": "list",
"list": [
{
"type": "resource",
"value": "been"
},
{
"type": "resource",
"value": "identity"
}
]
},
"type": "triple",
"subject": {
"type": "resource",
"value": "United States president"
},
"inverse-predicate": {
"type": "resource",
"value": "identity"
},
"object": {
"type": "missing"
}
}
]
})
def testnormalFormProduction2(self):
handler = QuotationHandler('foo')
sentence = 'Who wrote "Lucy in the Sky with Diamonds" and "Let It Be"?'
nonAmbiguousSentence = handler.pull(sentence)
result=data.give_LSD_LIB()
tree=computeTree(result)
handler.push(tree)
NamedEntityMerging(tree).merge()
PrepositionMerging(tree).merge()
qw = simplify(tree)
result = normalFormProduction(tree, qw)
self.assertEqual(result, {
"list": [
{
"inverse-predicate": {
"list": [
{
"value": "author",
"type": "resource"
},
{
"value": "writer",
"type": "resource"
}
],
"type": "list"
},
"subject": {
"type": "missing"
},
"object": {
"value": "Lucy in the Sky with Diamonds",
"type": "resource"
},
"type": "triple",
"predicate": {
"list": [
{
"value": "written",
"type": "resource"
},
{
"value": "literary works",
"type": "resource"
},
{
"value": "bibliography",
"type": "resource"
},
{
"value": "notable work",
"type": "resource"
}
],
"type": "list"
}
},
{
"inverse-predicate": {
"list": [
{
"value": "author",
"type": "resource"
},
{
"value": "writer",
"type": "resource"
}
],
"type": "list"
},
"subject": {
"type": "missing"
},
"object": {
"value": "Let It Be",
"type": "resource"
},
"type": "triple",
"predicate": {
"list": [
{
"value": "written",
"type": "resource"
},
{
"value": "literary works",
"type": "resource"
},
{
"value": "bibliography",
"type": "resource"
},
{
"value": "notable work",
"type": "resource"
}
],
"type": "list"
}
}
],
"type": "intersection"
})
def testnormalFormProduction2(self):
handler = QuotationHandler('foo')
sentence = 'Who wrote "Lucy in the Sky with Diamonds" and "Let It Be"?'
nonAmbiguousSentence = handler.pull(sentence)
result = data.give_LSD_LIB()
tree = computeTree(result)
handler.push(tree)
NamedEntityMerging(tree).merge()
PrepositionMerging(tree).merge()
qw = simplify(tree)
result = normalFormProduction(tree, qw)
self.assertEqual(
result, {
"list": [{
"inverse-predicate": {
"list": [{
"value": "author",
"type": "resource"
}, {
"value": "writer",
"type": "resource"
}],
"type":
"list"
},
"subject": {
"type": "missing"
},
"object": {
"value": "Lucy in the Sky with Diamonds",
"type": "resource"
},
"type": "triple",
"predicate": {
"list": [{
"value": "written",
"type": "resource"
}, {
"value": "literary works",
"type": "resource"
}, {
"value": "bibliography",
"type": "resource"
}, {
"value": "notable work",
"type": "resource"
}],
"type":
"list"
}
}, {
"inverse-predicate": {
"list": [{
"value": "author",
"type": "resource"
}, {
"value": "writer",
"type": "resource"
}],
"type":
"list"
},
"subject": {
"type": "missing"
},
"object": {
"value": "Let It Be",
"type": "resource"
},
"type": "triple",
"predicate": {
"list": [{
"value": "written",
"type": "resource"
}, {
"value": "literary works",
"type": "resource"
}, {
"value": "bibliography",
"type": "resource"
}, {
"value": "notable work",
"type": "resource"
}],
"type":
"list"
}
}],
"type":
"intersection"
})