def get_word_id(word, word_id, part_of_speech='noun_pl'):
words = requests.get(get_url('lexemes/{}'.format(word))).json()
if part_of_speech is None:
searched_sense = [w['sense_id'] for w in words
if w['lemma'] == word][0]
else:
searched_sense = [
w['sense_id'] for w in words
if w['part_of_speech'] == 'noun_pl' and w['lemma'] == word
][0]
senses = requests.get(get_url('senses/{}'.format(searched_sense))).json()
if word_id is None:
if part_of_speech is None:
ids = [w['id'] for w in senses['homographs']]
else:
ids = [
w['id'] for w in senses['homographs']
if w['part_of_speech'] == 'noun_pl'
]
else:
if part_of_speech is None:
ids = [
w['id'] for w in senses['homographs']
if w['sense_index'] == word_id
]
else:
ids = [
w['id'] for w in senses['homographs']
if w['part_of_speech'] == 'noun_pl'
and w['sense_index'] == word_id
]
return ids
def get_hyponyms(sense_id):
s = requests.get(get_url('senses/{}'.format(sense_id))).json()
hyponyms_data = [x for x in s['outgoing'] if x['relation_id'] == 10]
if len(hyponyms_data) == 0:
return []
hyponyms = [(x['lemma'], x['sense_index']) for x in hyponyms_data[0]['senses']]
return hyponyms
def get_hypernyms(word_id):
sense = requests.get(get_url('senses/{}'.format(word_id))).json()
try:
hypernyms = [h['senses'] for h in sense['incoming'] if h['language'] == 'pl_PL' and h['relation_id'] == 10][0]
except IndexError:
hypernyms = []
return [h['id'] for h in hypernyms]
def get_meaning_and_synonyms(sense_id):
senses = requests.get(get_url('senses/{}'.format(sense_id))).json()
d = {
'definition':
senses['definition'],
'synonyms':
[(s['lemma'], s['sense_index']) for s in senses['synset']['senses']
if (s['lemma'], s['sense_index']) != (senses['lemma'],
senses['sense_index'])]
}
return (senses['lemma'], senses['sense_index']), d
def get_word_relations(word_id):
rels = set()
labels = {}
senses = requests.get(get_url('senses/{}'.format(word_id))).json()
if senses['language'] != 'pl_PL':
return None, None
rels_out = senses['outgoing']
rels_in = senses['incoming']
for r in rels_in:
relation = get_relation(r['relation_id'])
if relation in ['hiponimia', 'hiperonimia']:
for s in r['senses']:
rels.add((s['id'], word_id))
labels[(s['id'], word_id)] = relation
for r in rels_out:
relation = get_relation(r['relation_id'])
if relation in ['hiponimia', 'hiperonimia']:
for s in r['senses']:
rels.add((word_id, s['id']))
labels[(word_id, s['id'])] = relation
return rels, labels
def get_id(word):
words = requests.get(get_url('lexemes/{}'.format(word))).json()
searched_noun_sense = [w['sense_id'] for w in words][0]
sense = requests.get(get_url('senses/{}'.format(searched_noun_sense))).json()
return sense['id']
def id_to_word(word_id):
sense = requests.get(get_url('senses/{}'.format(word_id))).json()
return regex.sub(r'\s+', r'\n', sense['lemma'])