def getCandidateSynSets(self, wordNet: WordNet, fsm: FsmMorphologicalAnalyzer, leafList: list, index: int) -> list:
twoPrevious = None
previous = None
twoNext = None
next = None
current = leafList[index].getLayerInfo()
if index > 1:
twoPrevious = leafList[index - 2].getLayerInfo()
if index > 0:
previous = leafList[index - 1].getLayerInfo()
if index != len(leafList) - 1:
next = leafList[index + 1].getLayerInfo()
if index < len(leafList) - 2:
twoNext = leafList[index + 2].getLayerInfo()
synSets = wordNet.constructSynSets(current.getMorphologicalParseAt(0).getWord().getName(),
current.getMorphologicalParseAt(0), current.getMetamorphicParseAt(0), fsm)
if twoPrevious is not None and twoPrevious.getMorphologicalParseAt(0) is not None and previous.getMorphologicalParseAt(0) is not None:
synSets.extend(wordNet.constructIdiomSynSets(fsm, twoPrevious.getMorphologicalParseAt(0), twoPrevious.getMetamorphicParseAt(0),
previous.getMorphologicalParseAt(0), previous.getMetamorphicParseAt(0),
current.getMorphologicalParseAt(0), current.getMetamorphicParseAt(0)))
if previous is not None and previous.getMorphologicalParseAt(0) is not None and next is not None and next.getMorphologicalParseAt(0) is not None:
synSets.extend(wordNet.constructIdiomSynSets(fsm, previous.getMorphologicalParseAt(0), previous.getMetamorphicParseAt(0),
current.getMorphologicalParseAt(0), current.getMetamorphicParseAt(0),
next.getMorphologicalParseAt(0), next.getMetamorphicParseAt(0)))
if next is not None and next.getMorphologicalParseAt(0) is not None and twoNext is not None and twoNext.getMorphologicalParseAt(0) is not None:
synSets.extend(wordNet.constructIdiomSynSets(fsm, current.getMorphologicalParseAt(0), current.getMetamorphicParseAt(0),
next.getMorphologicalParseAt(0), next.getMetamorphicParseAt(0),
twoNext.getMorphologicalParseAt(0), twoNext.getMetamorphicParseAt(0)))
if previous is not None and previous.getMorphologicalParseAt(0) is not None:
synSets.extend(wordNet.constructIdiomSynSets(fsm, previous.getMorphologicalParseAt(0), previous.getMetamorphicParseAt(0),
current.getMorphologicalParseAt(0), current.getMetamorphicParseAt(0)))
if next is not None and next.getMorphologicalParseAt(0) is not None:
synSets.extend(wordNet.constructIdiomSynSets(fsm, current.getMorphologicalParseAt(0), current.getMetamorphicParseAt(0),
next.getMorphologicalParseAt(0), next.getMetamorphicParseAt(0)))
return synSets
def getCandidateSynSets(self, wordNet: WordNet,
fsm: FsmMorphologicalAnalyzer,
sentence: AnnotatedSentence, index: int) -> list:
twoPrevious = None
previous = None
twoNext = None
next = None
current = sentence.getWord(index)
if index > 1:
twoPrevious = sentence.getWord(index - 2)
if index > 0:
previous = sentence.getWord(index - 1)
if index != sentence.wordCount() - 1:
next = sentence.getWord(index + 1)
if index < sentence.wordCount() - 2:
twoNext = sentence.getWord(index + 2)
synSets = wordNet.constructSynSets(
current.getParse().getWord().getName(), current.getParse(),
current.getMetamorphicParse(), fsm)
if twoPrevious is not None and twoPrevious.getParse(
) is not None and previous.getParse() is not None:
synSets.extend(
wordNet.constructIdiomSynSets(
fsm, twoPrevious.getParse(),
twoPrevious.getMetamorphicParse(), previous.getParse(),
previous.getMetamorphicParse(), current.getParse(),
current.getMetamorphicParse()))
if previous is not None and previous.getParse(
) is not None and next is not None and next.getParse() is not None:
synSets.extend(
wordNet.constructIdiomSynSets(fsm, previous.getParse(),
previous.getMetamorphicParse(),
current.getParse(),
current.getMetamorphicParse(),
next.getParse(),
next.getMetamorphicParse()))
if next is not None and next.getParse(
) is not None and twoNext is not None and twoNext.getParse(
) is not None:
synSets.extend(
wordNet.constructIdiomSynSets(fsm, current.getParse(),
current.getMetamorphicParse(),
next.getParse(),
next.getMetamorphicParse(),
twoNext.getParse(),
twoNext.getMetamorphicParse()))
if previous is not None and previous.getParse() is not None:
synSets.extend(
wordNet.constructIdiomSynSets(fsm, previous.getParse(),
previous.getMetamorphicParse(),
current.getParse(),
current.getMetamorphicParse()))
if next is not None and next.getParse() is not None:
synSets.extend(
wordNet.constructIdiomSynSets(fsm, current.getParse(),
current.getMetamorphicParse(),
next.getParse(),
next.getMetamorphicParse()))
return synSets
def constructSynSets(self, wordNet: WordNet, fsm: FsmMorphologicalAnalyzer,
wordIndex: int) -> list:
"""
Creates a list of synset candidates for the i'th word in the sentence. It combines the results of
1. All possible synsets containing the i'th word in the sentence
2. All possible synsets containing 2-word expressions, which contains the i'th word in the sentence
3. All possible synsets containing 3-word expressions, which contains the i'th word in the sentence
PARAMETERS
----------
wordNet : WordNet
Turkish wordnet
fsm : FsmMorphologicalAnalyzer
Turkish morphological analyzer
wordIndex : int
Word index
RETURNS
-------
list
List of synset candidates containing all possible root forms and multiword expressions.
"""
word = self.getWord(wordIndex)
possibleSynSets = []
if isinstance(word, AnnotatedWord):
morphologicalParse = word.getParse()
metamorphicParse = word.getMetamorphicParse()
possibleSynSets.extend(
wordNet.constructSynSets(
morphologicalParse.getWord().getName(), morphologicalParse,
metamorphicParse, fsm))
firstPrecedingWord = None
secondPrecedingWord = None
firstSucceedingWord = None
secondSucceedingWord = None
if wordIndex > 0:
firstPrecedingWord = self.getWord(wordIndex - 1)
if wordIndex > 1:
secondPrecedingWord = self.getWord(wordIndex - 2)
if self.wordCount() > wordIndex + 1:
firstSucceedingWord = self.getWord(wordIndex + 1)
if self.wordCount() > wordIndex + 2:
secondSucceedingWord = self.getWord(wordIndex + 2)
if firstPrecedingWord is not None and isinstance(
firstPrecedingWord, AnnotatedWord):
if secondPrecedingWord is not None and isinstance(
secondPrecedingWord, AnnotatedWord):
possibleSynSets.extend(
wordNet.constructIdiomSynSets(
fsm, secondPrecedingWord.getParse(),
secondPrecedingWord.getMetamorphicParse(),
firstPrecedingWord.getParse(),
firstPrecedingWord.getMetamorphicParse(),
word.getParse(), word.getMetamorphicParse()))
possibleSynSets.extend(
wordNet.constructIdiomSynSets(
fsm, firstPrecedingWord.getParse(),
firstPrecedingWord.getMetamorphicParse(),
word.getParse(), word.getMetamorphicParse()))
if firstSucceedingWord is not None and isinstance(
firstSucceedingWord, AnnotatedWord):
if secondSucceedingWord is not None and isinstance(
secondSucceedingWord, AnnotatedWord):
possibleSynSets.extend(
wordNet.constructIdiomSynSets(
fsm, word.getParse(), word.getMetamorphicParse(),
firstSucceedingWord.getParse(),
firstSucceedingWord.getMetamorphicParse(),
secondSucceedingWord.getParse(),
secondSucceedingWord.getMetamorphicParse()))
possibleSynSets.extend(
wordNet.constructIdiomSynSets(
fsm, word.getParse(), word.getMetamorphicParse(),
firstSucceedingWord.getParse(),
firstSucceedingWord.getMetamorphicParse()))
return possibleSynSets