def annotate_timex(text, date, lang):
f = open('texto.txt', 'w')
f.write(text)
textanotador2 = ''
start_time = time()
url = 'https://annotador.oeg.fi.upm.es/annotate'
params = "{\"inputText\":\"" + text + "\",\"inputDate\":\"\",\"domain\":\"legal\",\"lan\":\"" + lang + "\",\"format\":\"timex3\"}"
headers = {'Content-Type': 'application/json;charset=utf-8'}
#response=requests.post(url, data=params)
response = requests.request("POST",
url,
headers=headers,
data=params.encode('utf8'))
textanotador = response.text
print('ENTRA ANOTADOR')
print(textanotador)
code = response.status_code
list_anotador = textanotador.split('|')
print(list_anotador)
deletes = []
cont = 0
for i in list_anotador:
if ('<' in i and len(i) > 2):
cont = cont + 1
deletes.append(i)
ind = list_anotador.index(i)
list_anotador.pop(ind)
for i in list_anotador:
if ('<' in i and len(i) > 2):
print(i)
cont = cont + 1
deletes.append(i)
ind = list_anotador.index(i)
list_anotador.pop(ind)
anotador = []
for i in list_anotador:
anotador.append(i.strip().replace(',', ''))
if (code != 200):
print(
'WARNING: Annotador is down. Temporal expressions could not be removed.'
)
anotador = text.split('| ')
conts_log.error(
'Annotador is down. Temporal expressions could not be removed.',
code)
else:
elapsed_time = time() - start_time
txt = 'AÑOTADOR, DELETE (' + str(cont) + ') NEW LIST SIZE: (' + str(
len(anotador)) + ') TIME: (' + str(elapsed_time) + ')'
joind = ', '.join(deletes)
print('AÑOTADOR DELETE', cont, len(anotador), elapsed_time)
conts_log.information(txt, 'TERMS REMOVED: ' + joind)
return (anotador)
def clean_terms(termlist, lang_in):
start_time=time()
if(lang_in=="es"):
stop=stopwords.words('spanish')
file=open(sw_spanish, 'r', encoding='utf-8')
mystop=file.readlines()
elif(lang_in=="en"):
stop=stopwords.words('english')
file=open(sw_english, 'r', encoding='utf-8')
mystop=file.readlines()
clean_list = []
cont=0
for i in mystop:
#print(i.strip())
stop.append(i.strip())
#print(stop)
deletes=[]
for i in termlist:
k=i.strip(',.:')
# print(k)
if ((k.lower() in stop) or (k in stop)):
deletes.append(k)
elif ((k.lower() not in stop) or (k not in stop)):
clean_list.append(k.replace(',', '').replace('-', ''))
print(deletes)
cont=len(termlist)-len(clean_list)
elapsed_time=time()-start_time
txt='CLEAN_TERMS, DELETE ('+str(cont)+') NEW LIST SIZE: ('+str(len(clean_list))+') TIME: ('+str(elapsed_time)+')'
joind=', '.join(deletes)
conts_log.information(txt, 'TERMS REMOVED: '+joind)
print('CLEAN_TERMS, DELETE', cont, len(clean_list), elapsed_time )
return(clean_list)
def delete_numbers(list_):
start_time=time()
file=open('./data/numberlist_es', 'r', encoding='utf-8')
read=file.readlines()
cont=0
deletes=[]
for i in read:
if(i[-1:]=='\n'):
i=i[:-1]
for j in list_:
if(' '+i+' ' in ' '+j+' ' ):
deletes.append(j)
ind=list_.index(j)
cont=cont+1
list_.pop(ind)
#list_.sort()
elapsed_time=time()-start_time
txt='NUMBERS, DELETE'+' ('+str(cont)+') NEW LIST SIZE: ('+str(len(list_))+') TIME: ('+str(elapsed_time)+')'
joind=', '.join(deletes)
print('NUMEROS DELETE', cont, len(list_), elapsed_time)
conts_log.information(txt, 'TERMS REMOVED: '+joind)
return(list_)
def quit_plural(valuelist):
start_time=time()
file=open('./data/numberlist_es', 'r', encoding='utf-8')
read=file.readlines()
plural=[]
cont=0
for i in valuelist:
ind=valuelist.index(i)
term=i.replace(',', '').replace('-', ' ')
valuelist[ind]=term
plu=''
if('es' in term[-2:] or 's' in term[-1:]):
slp=term.split(' ')
for n in read:
if(n[:-1] in slp):
plu=i
if not len(plu):
for j in slp:
if( ('es' in j[-2:] ) and 't' not in j[-3:-2] and 'l' not in j[-3:-2] or ('les' in j[-3:] ) ):
plu+=' '+j[:-2]
if('on' in plu[-2:]):
plu=' '+plu[:-2]+'ón'
if('v' in plu[-1:]):
plu=' '+plu+'e'
if('bl' in plu[-2:]):
plu=' '+plu+'e'
if('br' in plu[-2:]):
plu=' '+plu+'e'
elif(('s' in j[-1:]) ):
plu+=' '+j[:-1]
pos=slp.index(j)
if(pos>0):
bef=slp[0]
if('n' in bef[-1:] and 'ón' not in bef[-2:]):
splb=plu.split(' ')
firts=splb[1]
if('n' not in firts[-1:]):
pass
else:
plu0=firts[:-1]
join1=' '.join(splb[2:])
plu=plu0+' '+join1
else:
plu+=' '+j
ind=valuelist.index(term)
valuelist[ind]=plu.strip()
cont=cont+1
quit_plu=[]
nuevalista=set(valuelist)
for i in nuevalista:
quit_plu.append(i)
deletes = []
new=[]
for i in valuelist:
if i not in new:
new.append(i)
else:
deletes.append(i)
#print('plurañes eliminadas ->', deletes)
elapsed_time=time()-start_time
txt='PLURAL, DELETE'+' ('+str(len(valuelist)-len(quit_plu))+') NEW LIST SIZE: ('+str(len(quit_plu))+') TIME: ('+str(elapsed_time)+')'
joind=', '.join(deletes)
print('PLURALES DELETE', len(valuelist)-len(quit_plu), len(quit_plu), elapsed_time)
conts_log.information(txt, 'TERMS REMOVED: '+joind)
return(quit_plu)
def delate_pattern(anotador):
total=0
deletes=[]
start_time=time()
lemmas_list=[]
cont=0
cont_inf=0
cont_post=0
for i in anotador:
if(len(i)>1):
#print( i, i.split(' ') )
lang='es'
pos_tagger = CoreNLPParser('https://corenlp-tool.lynx-project.eu/?pipelineLanguage='+lang, tagtype='pos')
#si se cae el de lynx, probar con este https://corenlp.run/
#print(i)
tag=pos_tagger.tag(i.split(' '))
total=total+1
joini=i
list_pos=[]
spl=joini.split(' ')
if(joini!=''):
join_tag=''
for t in tag:
print(t)
if(t[1] == 'MD' ):
doc=nlp(t[0])
print(doc)
lemlist=[tok.lemma_ for tok in doc]
lem=''.join(lemlist)
lemmas_list.append(lem)
if(lem==i):
lem=t[0]
list_pos.append('aux--'+str(lem))
if(len(spl)==1):
ind=anotador.index(str(i))
anotador[ind]=str(lem)
if(t[1] == 'NNP'):
list_pos.append('noun-'+str(t[0]))
if(t[1][:1] == 'VB'):
cont_inf=cont_inf+1
doc=nlp(t[0])
print(doc)
for tok in doc:
l=tok.lemma_
if(l!=t[0]):
cont_post=cont_post+1
lemlist=[tok.lemma_ for tok in doc]
lem=''.join(lemlist)
lemmas_list.append(lem)
if(lem==i):
lem=t[0]
list_pos.append('verb-'+str(lem))
if(len(spl)==1):
ind=anotador.index(str(i))
anotador[ind]=str(lem)
if(t[1] == 'RB'):
list_pos.append('adv--'+str(t[0]))
if(t[1] == 'JJ'):
list_pos.append('adj--'+str(t[0]))
if(t[1] == 'CC'):
list_pos.append('sconj'+str(t[0]))
spl_i=joini.split(' ')
if(len(list_pos)==1):
pos1=list_pos[0]
if(pos1[0:4]=='adv-' ):
term=pos1[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
elif(len(list_pos)==2 and len(spl_i)==2):
pos1=list_pos[0]
pos2=list_pos[1]
term=''
if(pos1[0:4]=='aux-' and pos2[0:4]=='verb'):
term=pos1[5:]+' '+pos2[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='verb' and pos2[0:4]=='aux-'):
term=pos1[5:]+' '+pos2[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='verb' and pos2[0:4]=='verb'):
term=pos1[5:]+' '+pos2[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='noun' and pos2[0:4]=='verb'):
term=pos1[5:]+' '+pos2[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='noun' and pos2[0:4]=='aux-'):
term=pos1[5:]+' '+pos2[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='adv-' and pos2[0:4]=='adj-'):
term=pos1[5:]+' '+pos2[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='adj-' and pos2[0:4]=='adv-'):
term=pos1[5:]+' '+pos2[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='adv-' and pos2[0:4]=='aux-'):
term=pos1[5:]+' '+pos2[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='aux-' and pos2[0:4]=='adv-'):
term=pos1[5:]+' '+pos2[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='adv-' and pos2[0:4]=='verb'):
term=pos1[5:]+' '+pos2[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='verb' and pos2[0:4]=='aux-'):
term=pos1[5:]+' '+pos2[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='noun' and pos2[0:4]=='adv-'):
term=pos1[5:]+' '+pos2[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='adv-' and pos2[0:4]=='noun'):
term=pos1[5:]+' '+pos2[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='verb' and pos2[0:4]=='adv-'):
term=pos1[5:]+' '+pos2[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='verb' and pos2[0:4]=='noun'):
term=pos1[5:]+' '+pos2[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='aux-' and pos2[0:4]=='noun'):
term=pos1[5:]+' '+pos2[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='adj-' and pos2[0:4]=='noun'):
term=pos1[5:]+' '+pos2[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
elif(len(list_pos)==3 and len(spl_i)==3):
#print(list_pos, spl_i,'-', len(list_pos), len(spl_i))
pos1=list_pos[0]
pos2=list_pos[1]
pos3=list_pos[2]
term=''
if(pos1[0:4]=='noun' and pos2[0:4]=='verb' and pos3[0:4]=='verb'):
term=pos1[5:]+' '+pos2[5:]+' '+pos3[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='noun' and pos2[0:4]=='aux-' and pos3[0:4]=='verb'):
term=pos1[5:]+' '+pos2[5:]+' '+pos3[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='noun' and pos2[0:4]=='aux-' and pos3[0:4]=='aux-'):
term=pos1[5:]+' '+pos2[5:]+' '+pos3[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='noun' and pos2[0:4]=='verb' and pos3[0:4]=='aux-'):
term=pos1[5:]+' '+pos2[5:]+' '+pos3[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='noun' and pos2[0:4]=='verb' and pos3[0:4]=='noun'):
term=pos1[5:]+' '+pos2[5:]+' '+pos3[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='noun' and pos2[0:4]=='aux-' and pos3[0:4]=='noun'):
term=pos1[5:]+' '+pos2[5:]+' '+pos3[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='verb' and pos2[0:4]=='noun' and pos3[0:4]=='noun'):
term=pos1[5:]+' '+pos2[5:]+' '+pos3[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='noun' and pos2[0:4]=='noun' and pos3[0:4]=='verb'):
term=pos1[5:]+' '+pos2[5:]+' '+pos3[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='aux-' and pos2[0:4]=='noun' and pos3[0:4]=='noun'):
term=pos1[5:]+' '+pos2[5:]+' '+pos3[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='noun' and pos2[0:4]=='noun' and pos3[0:4]=='aux-'):
term=pos1[5:]+' '+pos2[5:]+' '+pos3[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='aux-' and pos2[0:4]=='verb' and pos3[0:4]=='noun'):
term=pos1[5:]+' '+pos2[5:]+' '+pos3[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='noun' and pos2[0:4]=='verb' and pos3[0:4]=='adj-'):
term=pos1[5:]+' '+pos2[5:]+' '+pos3[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='noun' and pos2[0:4]=='verb' and pos3[0:4]=='noun' and joini in anotador):
term=pos1[5:]+' '+pos2[5:]+' '+pos3[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='verb' and pos2[0:4]=='noun' and pos3[0:4]=='adj-' and joini in anotador):
term=pos1[5:]+' '+pos2[5:]+' '+pos3[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='noun' and pos2[0:4]=='aux-' and pos3[0:4]=='adj-' and joini in anotador):
term=pos1[5:]+' '+pos2[5:]+' '+pos3[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='noun' and pos2[0:4]=='adv-' and pos3[0:4]=='adj-' and joini in anotador):
term=pos1[5:]+' '+pos2[5:]+' '+pos3[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='adj-' and pos2[0:4]=='adv-' and pos3[0:4]=='adj-' and joini in anotador):
term=pos1[5:]+' '+pos2[5:]+' '+pos3[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='noun' and pos2[0:4]=='adv-' and pos3[0:4]=='scon' and joini in anotador):
term=pos1[5:]+' '+pos2[5:]+' '+pos3[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='adj-' and pos2[0:4]=='scon' and pos3[0:4]=='adv-' and joini in anotador):
term=pos1[5:]+' '+pos2[5:]+' '+pos3[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='aux-' and pos2[0:4]=='noun' and pos3[0:4]=='adj-' and joini in anotador):
term=pos1[5:]+' '+pos2[5:]+' '+pos3[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='verb' and pos2[0:4]=='verb' and pos3[0:4]=='verb' and joini in anotador):
term=pos1[5:]+' '+pos2[5:]+' '+pos3[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
if(pos1[0:4]=='adj-' and pos2[0:4]=='noun' and pos3[0:4]=='adj-' and joini in anotador):
term=pos1[5:]+' '+pos2[5:]+' '+pos3[5:]
deletes.append(joini)
ind=anotador.index(joini)
#anotador.pop(ind)
cont=cont+1
for i in deletes:
if(i in anotador):
ind=anotador.index(i)
anotador.pop(ind)
elapsed_time=time()-start_time
txt='PATRONES, DELETE'+' ('+str(cont)+') NEW LIST SIZE: ('+str(len(anotador))+') TIME: ('+str(elapsed_time)+')'
joind=', '.join(deletes)
print('PATRONES DELETE', cont, len(anotador), elapsed_time)
conts_log.information(txt, 'TERMS REMOVED: '+joind)
return(anotador)
def delete_pattern(anotador, pos_tagger):
total = 0
deletes = []
start_time = time()
lemmas_list = []
cont = 0
cont_inf = 0
cont_post = 0
for i in anotador:
print('this is i')
print(i)
if (len(i) > 1):
#print( i, i.split(' ') )
#pos_tagger = CoreNLPParser('https://corenlp.run/', tagtype='pos')
#si se cae el de lynx, probar con este https://corenlp.run/
#print(i)
doc = pos_tagger(i)
#print(doc)
sent = doc.sentences[0]
word = sent.words
tag = []
for token in word:
pos = token.upos
term = token.text
tupla = (term, pos)
tag.append(tupla)
print(token.text)
print(pos)
#tag=pos_tagger.tag(i.split(' '))
print('this is tag ')
print(tag)
total = total + 1
joini = i
list_pos = []
spl = joini.split(' ')
if (joini != ''):
join_tag = ''
for t in tag:
print('this is t')
print(t)
if (t[1] == 'AUX'):
doc = nlp(t[0])
lemlist = [tok.lemma_ for tok in doc]
lem = ''.join(lemlist)
lemmas_list.append(lem)
if (lem == i):
lem = t[0]
list_pos.append('aux--' + str(lem))
if (len(spl) == 1):
ind = anotador.index(str(i))
anotador[ind] = str(lem)
if (t[1] == 'NOUN'):
list_pos.append('noun-' + str(t[0]))
if (t[1] == 'VERB'):
cont_inf = cont_inf + 1
doc = nlp(t[0])
for tok in doc:
l = tok.lemma_
if (l != t[0]):
cont_post = cont_post + 1
lemlist = [tok.lemma_ for tok in doc]
lem = ''.join(lemlist)
lemmas_list.append(lem)
if (lem == i):
lem = t[0]
list_pos.append('verb-' + str(lem))
if (len(spl) == 1):
ind = anotador.index(str(i))
anotador[ind] = str(lem)
if (t[1] == 'ADV'):
list_pos.append('adv--' + str(t[0]))
if (t[1] == 'ADJ'):
list_pos.append('adj--' + str(t[0]))
if (t[1] == 'SCONJ'):
list_pos.append('sconj' + str(t[0]))
spl_i = joini.split(' ')
if (len(list_pos) == 1):
pos1 = list_pos[0]
if (pos1[0:4] == 'adv-'):
term = pos1[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
elif (len(list_pos) == 2 and len(spl_i) == 2):
pos1 = list_pos[0]
pos2 = list_pos[1]
term = ''
if (pos1[0:4] == 'aux-' and pos2[0:4] == 'verb'):
term = pos1[5:] + ' ' + pos2[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'verb' and pos2[0:4] == 'aux-'):
term = pos1[5:] + ' ' + pos2[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'verb' and pos2[0:4] == 'verb'):
term = pos1[5:] + ' ' + pos2[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'noun' and pos2[0:4] == 'verb'):
term = pos1[5:] + ' ' + pos2[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'noun' and pos2[0:4] == 'aux-'):
term = pos1[5:] + ' ' + pos2[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'adv-' and pos2[0:4] == 'adj-'):
term = pos1[5:] + ' ' + pos2[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'adj-' and pos2[0:4] == 'adv-'):
term = pos1[5:] + ' ' + pos2[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'adv-' and pos2[0:4] == 'aux-'):
term = pos1[5:] + ' ' + pos2[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'aux-' and pos2[0:4] == 'adv-'):
term = pos1[5:] + ' ' + pos2[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'adv-' and pos2[0:4] == 'verb'):
term = pos1[5:] + ' ' + pos2[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'verb' and pos2[0:4] == 'aux-'):
term = pos1[5:] + ' ' + pos2[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'noun' and pos2[0:4] == 'adv-'):
term = pos1[5:] + ' ' + pos2[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'adv-' and pos2[0:4] == 'noun'):
term = pos1[5:] + ' ' + pos2[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'verb' and pos2[0:4] == 'adv-'):
term = pos1[5:] + ' ' + pos2[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'verb' and pos2[0:4] == 'noun'):
term = pos1[5:] + ' ' + pos2[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'aux-' and pos2[0:4] == 'noun'):
term = pos1[5:] + ' ' + pos2[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'adj-' and pos2[0:4] == 'noun'):
term = pos1[5:] + ' ' + pos2[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
elif (len(list_pos) == 3 and len(spl_i) == 3):
#print(list_pos, spl_i,'-', len(list_pos), len(spl_i))
pos1 = list_pos[0]
pos2 = list_pos[1]
pos3 = list_pos[2]
term = ''
if (pos1[0:4] == 'noun' and pos2[0:4] == 'verb'
and pos3[0:4] == 'verb'):
term = pos1[5:] + ' ' + pos2[5:] + ' ' + pos3[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'noun' and pos2[0:4] == 'aux-'
and pos3[0:4] == 'verb'):
term = pos1[5:] + ' ' + pos2[5:] + ' ' + pos3[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'noun' and pos2[0:4] == 'aux-'
and pos3[0:4] == 'aux-'):
term = pos1[5:] + ' ' + pos2[5:] + ' ' + pos3[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'noun' and pos2[0:4] == 'verb'
and pos3[0:4] == 'aux-'):
term = pos1[5:] + ' ' + pos2[5:] + ' ' + pos3[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'noun' and pos2[0:4] == 'verb'
and pos3[0:4] == 'noun'):
term = pos1[5:] + ' ' + pos2[5:] + ' ' + pos3[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'noun' and pos2[0:4] == 'aux-'
and pos3[0:4] == 'noun'):
term = pos1[5:] + ' ' + pos2[5:] + ' ' + pos3[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'verb' and pos2[0:4] == 'noun'
and pos3[0:4] == 'noun'):
term = pos1[5:] + ' ' + pos2[5:] + ' ' + pos3[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'noun' and pos2[0:4] == 'noun'
and pos3[0:4] == 'verb'):
term = pos1[5:] + ' ' + pos2[5:] + ' ' + pos3[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'aux-' and pos2[0:4] == 'noun'
and pos3[0:4] == 'noun'):
term = pos1[5:] + ' ' + pos2[5:] + ' ' + pos3[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'noun' and pos2[0:4] == 'noun'
and pos3[0:4] == 'aux-'):
term = pos1[5:] + ' ' + pos2[5:] + ' ' + pos3[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'aux-' and pos2[0:4] == 'verb'
and pos3[0:4] == 'noun'):
term = pos1[5:] + ' ' + pos2[5:] + ' ' + pos3[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'noun' and pos2[0:4] == 'verb'
and pos3[0:4] == 'adj-'):
term = pos1[5:] + ' ' + pos2[5:] + ' ' + pos3[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'noun' and pos2[0:4] == 'verb'
and pos3[0:4] == 'noun' and joini in anotador):
term = pos1[5:] + ' ' + pos2[5:] + ' ' + pos3[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'verb' and pos2[0:4] == 'noun'
and pos3[0:4] == 'adj-' and joini in anotador):
term = pos1[5:] + ' ' + pos2[5:] + ' ' + pos3[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'noun' and pos2[0:4] == 'aux-'
and pos3[0:4] == 'adj-' and joini in anotador):
term = pos1[5:] + ' ' + pos2[5:] + ' ' + pos3[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'noun' and pos2[0:4] == 'adv-'
and pos3[0:4] == 'adj-' and joini in anotador):
term = pos1[5:] + ' ' + pos2[5:] + ' ' + pos3[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'adj-' and pos2[0:4] == 'adv-'
and pos3[0:4] == 'adj-' and joini in anotador):
term = pos1[5:] + ' ' + pos2[5:] + ' ' + pos3[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'noun' and pos2[0:4] == 'adv-'
and pos3[0:4] == 'scon' and joini in anotador):
term = pos1[5:] + ' ' + pos2[5:] + ' ' + pos3[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'adj-' and pos2[0:4] == 'scon'
and pos3[0:4] == 'adv-' and joini in anotador):
term = pos1[5:] + ' ' + pos2[5:] + ' ' + pos3[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'aux-' and pos2[0:4] == 'noun'
and pos3[0:4] == 'adj-' and joini in anotador):
term = pos1[5:] + ' ' + pos2[5:] + ' ' + pos3[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'verb' and pos2[0:4] == 'verb'
and pos3[0:4] == 'verb' and joini in anotador):
term = pos1[5:] + ' ' + pos2[5:] + ' ' + pos3[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
if (pos1[0:4] == 'adj-' and pos2[0:4] == 'noun'
and pos3[0:4] == 'adj-' and joini in anotador):
term = pos1[5:] + ' ' + pos2[5:] + ' ' + pos3[5:]
deletes.append(joini)
ind = anotador.index(joini)
#anotador.pop(ind)
cont = cont + 1
for i in deletes:
if (i in anotador):
ind = anotador.index(i)
anotador.pop(ind)
elapsed_time = time() - start_time
txt = 'PATRONES, DELETE' + ' (' + str(cont) + ') NEW LIST SIZE: (' + str(
len(anotador)) + ') TIME: (' + str(elapsed_time) + ')'
joind = ', '.join(deletes)
print('PATRONES DELETE', cont, len(anotador), elapsed_time)
conts_log.information(txt, 'TERMS REMOVED: ' + joind)
return (anotador)
def wsidFunction(termIn, listcontext, definitions):
#print(termIn,'|', context.lower(),'|', definitions)
start_time=time()
conts_log.information('-----WSID----','')
defiMax=str
uri_max=str
index_max=0
code=0
index_max_list=list()
posDefs=list()
pesos_max_list=list()
uri_max_list=list()
if(listcontext):
cont=0
for s in definitions[0]:
conts_log.information('Senses: '+s,'')
#print('Senses: ',s)
for context in listcontext:
pesos=[]
context=context.lower()
conts_log.information('Context: '+context,'')
termIn=termIn.lower()
start=context.index(termIn)
longTerm=len(termIn)
end=context.index(termIn.lower())+longTerm
listdef=definitions[0]
listIde=definitions[1]
#print('CONTEXT---',cont,context)
#print('START---', start)
#print('END---', end)
#print('SENSES---',definitions[0])
#print('----Entrando WSDI----')
auth_token = getToken()
#print(auth_token)
hed = {
'Authorization': 'Bearer ' + auth_token,
'accept': 'application/json',
'Content-Type': 'application/json'
}
url_lkgp_status='http://entity-linking-lynx.apps.cybly.cloud/disambiguate_demo?'
params={'context': context, 'start_ind': start, 'end_ind': end, 'senses': definitions[0]}
response = requests.post(url_lkgp_status,params=params,headers =hed)
#response = requests.get('https://apim-88-staging.cloud.itandtel.at/api/entity-linking', params=params)
code=response.status_code
#code=200
#print('CODE WSID',code)
#print('response', response)
if(code!=200):
conts_log.error('Wsid code: ', code)
req = response.request
command = "curl -X {method} -H {headers} -d '{data}' '{uri}'"
method = req.method
uri = req.url
data = req.body
headers = ['"{0}: {1}"'.format(k, v) for k, v in req.headers.items()]
headers = " -H ".join(headers)
#print(command.format(method=method, headers=headers, data=data, uri=uri))
try:
pesos=response.json()
#print(pesos)
if(code==200):
peso_max = max(pesos)#se obtiene el peso maximo
#print('1. ', peso_max)
index_max=pesos.index(peso_max)#se obtiene el indice del peso maximo
#print('2. ', index_max)
index_max_list.append(index_max)#lista con indices de pesos maximos
#print('3. ', index_max_list)
pesos_max_list.append(pesos[index_max])#lista con pesos maximos
#print('4. ', pesos_max_list)
if(len(listdef)):
defiMax=listdef[index_max]#definicion maxima
#print('5. ', defiMax)
posDefs.append(defiMax)#lista con definiciones maximas
#print('6. ', posDefs)
if(len(listIde)):
uri_max=listIde[index_max]#uri maximo
uri_max_list.append(uri_max)#lista con uri maximas
#print('7. ', uri_max)
#print('8. ', uri_max_list)
except json.decoder.JSONDecodeError:
pass
cont=cont+1
#print(index_max, defiMax, uri_max)
max1=int
valid=str
valid_context=str
if(len(index_max_list)):
max1=max(index_max_list)#maximo de todos los pesos maximos
index_max1=index_max_list.index(max1)
valid=posDefs[index_max1]
uri_max=uri_max_list[index_max1]
#print('9. ', max1, index_max1, valid, uri_max)
max2=max(pesos_max_list)
index_max2=pesos_max_list.index(max2)
#contx=pesos_max_list[max2]
valid_context=listcontext[index_max2]
#print('10. ', max2, index_max2, valid_context)
#print('--------->',max1, valid, uri_max, valid_context)
#print('Result context: '+str(valid_context), 'Result sense: '+str(valid))
conts_log.information('Result context: '+str(valid_context), 'Result sense: '+str(valid))
elapsed_time=time()-start_time
conts_log.information('Time wsid: '+str(elapsed_time),'')
conts_log.information('-------------','')
return(valid, uri_max,code, valid_context)
