def makeframe(frameword):
"""Returns a frame (Set of synsets) based on frame word and user input to shell.
See module docstring for more info.
Arguments:
frameword - a single word string
Note:
To best understand the functionality of this module, build a frame about 'love'
and you can see its different senses very clearly.
"""
framewordsynsets = wordnet.synsets(frameword) #synsets of frameword
frame = Set() # words to include in frame
parsedsynsets = Set() #keep track of parsed synsets so you don't ask about the same one twice
for synset in framewordsynsets: #loop through each possible meaning of a word
if not (synset in parsedsynsets):
parsedsynsets.add(synset) #mark synset as "parsed"
# Ask user if the synset is relevant to the frame they want to build
print '\nDoes this fit the frame you have in mind?: '
print str(synset) + ' ' + synset.definition
print synset.examples
#I have chosen not to ask the user about each realted form as they are
#synonyms and it becomes cumbersome, but chose to display these anyways
#to clarify the meaning that 'synset' conveys.
for rsynset in wordnettools.getrelatedforms(synset):
if not(rsynset in parsedsynsets):
print '\t' + str(rsynset) + ' ' + rsynset.definition
print '\t' + str(rsynset.examples)
parsedsynsets.add(rsynset) #mark as "parsed"
#Request user to accept or reject frame
userin = raw_input('y or n: ')
if userin.lower() == 'y':
#include one hypernym, all lemmas, all related forms, all hyponyms, and all domain terms of synset
#see implementation of "all-things" in wordnettools
for subsynset in (wordnettools.gethypernymsrecursive(synset)
+ wordnettools.getlemmas(synset)
+ wordnettools.getrelatedforms(synset)
+ wordnettools.gethyponymsrecursive(synset)
+ wordnettools.getdomainterms(synset)):
frame.add(wordnettools.getnamepretty(subsynset))
elif userin.lower() == 'n':
print str(synset.name) + ' not included'
else:
print 'Error - only y or n are valid responses'
return frame
def makeframe(frameword):
"""Returns a frame (Set of synsets) based on frame word and user input to shell.
See module docstring for more info.
Arguments:
frameword - a single word string
Note:
To best understand the functionality of this module, build a frame about 'love'
and you can see its different senses very clearly.
"""
framewordsynsets = wordnet.synsets(frameword) #synsets of frameword
frame = Set() # words to include in frame
parsedsynsets = Set() #keep track of parsed synsets so you don't ask about the same one twice
for synset in framewordsynsets: #loop through each possible meaning of a word
if not (synset in parsedsynsets):
parsedsynsets.add(synset) #mark synset as "parsed"
# Ask user if the synset is relevant to the frame they want to build
print '\nDoes this fit the frame you have in mind?: '
print str(synset) + ' ' + synset.definition
print synset.examples
#I have chosen not to ask the user about each realted form as they are
#synonyms and it becomes cumbersome, but chose to display these anyways
#to clarify the meaning that 'synset' conveys.
for rsynset in wordnettools.getrelatedforms(synset):
if not(rsynset in parsedsynsets):
print '\t' + str(rsynset) + ' ' + rsynset.definition
print '\t' + str(rsynset.examples)
parsedsynsets.add(rsynset) #mark as "parsed"
#Request user to accept or reject frame
userin = raw_input('y or n: ')
if userin.lower() == 'y':
#include one hypernym, all lemmas, all related forms, all hyponyms, and all domain terms of synset
#see implementation of "all-things" in wordnettools
for subsynset in (wordnettools.gethypernymsrecursive(synset)
+ wordnettools.getlemmas(synset)
+ wordnettools.getrelatedforms(synset)
+ wordnettools.gethyponymsrecursive(synset)
+ wordnettools.getdomainterms(synset)):
frame.add(wordnettools.getnamepretty(subsynset))
elif userin.lower() == 'n':
print str(synset.name) + ' not included'
else:
print 'Error - only y or n are valid responses'
return frame
def getSynsetMetadata(synset):
"""Returns metadata related to a synset"""
related_synsets = wordnettools.getrelatedforms(synset)
definition = synset.definition
examples = synset.examples
return {"related_synsets": related_synsets,
"definition": definition,
"examples": examples}
def getWords(synset):
"""Returns all framing words associated with the synset."""
words = Set() # words to include in frame
for subsynset in (wordnettools.gethypernymsrecursive(synset)
+ wordnettools.getlemmas(synset)
+ wordnettools.getrelatedforms(synset)
+ wordnettools.gethyponymsrecursive(synset)
+ wordnettools.getdomainterms(synset)):
words.add(wordnettools.getnamepretty(subsynset))
return map(lambda x: x, words) # return list
def getWords(synset):
"""Returns all framing words associated with the synset."""
words = set() # words to include in frame
for subsynset in (wordnettools.gethypernymsrecursive(synset)
+ wordnettools.getlemmas(synset)
+ wordnettools.getrelatedforms(synset)
+ wordnettools.gethyponymsrecursive(synset)
+ wordnettools.getdomainterms(synset)):
words.add(wordnettools.getnamepretty(subsynset))
return list(words) # return list
def getSynsetMetadata(synset):
"""Returns metadata related to a synset."""
return {"related_synsets": wordnettools.getrelatedforms(synset),
"definition": synset.definition,
"examples": synset.examples,
"name": synset.name}