def howmuch_3(segment_set, num, ner):
tok = nltk.word_tokenize(segment_set[num])
tag = nltk.pos_tag(tok)
gram = r"""chunk:{<MD>?<VB|VBD|VBG|VBP|VBN|VBZ>+<IN|TO>?<PRP|PRP\$|NN.?>?<\$>*<CD>+}"""
chunkparser = nltk.RegexpParser(gram)
chunked = chunkparser.parse(tag)
list1 = parser.chunk_search(segment_set[num], chunked)
list3 = []
if len(list1) != 0:
for j in range(len(chunked)):
str1 = ""
str2 = ""
str3 = ""
if j in list1:
for k in range(j):
if k in list1:
str1 += get_chunk(chunked[k])
else:
str1 += (chunked[k][0] + " ")
for k in range(j + 1, len(chunked)):
if k in list1:
str3 += get_chunk(chunked[k])
else:
str3 += (chunked[k][0] + " ")
strx = get_chunk(chunked[j])
tok = nltk.word_tokenize(strx)
tag = nltk.pos_tag(tok)
gram = r"""chunk:{<MD>?<VB|VBD|VBG|VBP|VBN|VBZ>+<IN|TO>?<PRP|PRP\$|NN.?>?}"""
chunkparser = nltk.RegexpParser(gram)
chunked1 = chunkparser.parse(tag)
strx = get_chunk(chunked1[0])
str1 += (" " + strx)
str2 = ' how much '
tok = nltk.word_tokenize(str1)
tag = nltk.pos_tag(tok)
gram = r"""chunk:{<EX>?<DT>?<JJ.?>*<NN.?|PRP|PRP\$|POS|IN|DT|CC|VBG|VBN>+<RB.?>*<VB.?|MD|RP>+}"""
chunkparser = nltk.RegexpParser(gram)
chunked1 = chunkparser.parse(tag)
list2 = parser.chunk_search(str1, chunked1)
if len(list2) != 0:
m = list2[len(list2) - 1]
str4 = get_chunk(chunked1[m])
str4 = parser.verbphrase_identify(str4)
str5 = ""
str6 = ""
for k in range(m):
if k in list2:
str5 += get_chunk(chunked1[k])
else:
str5 += (chunked1[k][0] + " ")
for k in range(m + 1, len(chunked1)):
if k in list2:
str6 += get_chunk(chunked1[k])
else:
str6 += (chunked1[k][0] + " ")
st = str5 + str2 + str4 + str6 + str3
for l in range(num + 1, len(segment_set)):
st += ("," + segment_set[l])
st += '?'
st = parser.postprocess(st)
# st = 'Q.' + st
list3.append(st)
return list3
def what_to_do(segment_set, num, ner):
tok = nltk.word_tokenize(segment_set[num])
tag = nltk.pos_tag(tok)
gram = r"""chunk:{<TO>+<VB|VBP|RP>+<DT>?<RB.?>*<JJ.?>*<NN.?|PRP|PRP\$|POS|VBG|DT>*}"""
chunkparser = nltk.RegexpParser(gram)
chunked = chunkparser.parse(tag)
list1 = parser.chunk_search(segment_set[num], chunked)
list3 = []
if len(list1) != 0:
for j in range(len(chunked)):
str1 = ""
str2 = ""
str3 = ""
if j in list1:
for k in range(j):
if k in list1:
str1 += get_chunk(chunked[k])
else:
str1 += (chunked[k][0] + " ")
for k in range(j + 1, len(chunked)):
if k in list1:
str3 += get_chunk(chunked[k])
else:
str3 += (chunked[k][0] + " ")
ls = get_chunk(chunked[j])
tok = nltk.word_tokenize(ls)
tag = nltk.pos_tag(tok)
gram = r"""chunk:{<DT>?<RB.?>*<JJ.?>*<NN.?|PRP|PRP\$|POS|VBG|DT>+}"""
chunkparser = nltk.RegexpParser(gram)
chunked2 = chunkparser.parse(tag)
lis = parser.chunk_search(ls, chunked2)
if len(lis) != 0:
x = lis[len(lis) - 1]
ls1 = get_chunk(chunked2[x])
index = ls.find(ls1)
str2 = " " + ls[0:index]
else:
str2 = " to do "
tok = nltk.word_tokenize(str1)
tag = nltk.pos_tag(tok)
gram = r"""chunk:{<EX>?<DT>?<JJ.?>*<NN.?|PRP|PRP\$|POS|IN|DT|CC|VBG|VBN>+<RB.?>*<VB.?|MD|RP>+}"""
chunkparser = nltk.RegexpParser(gram)
chunked1 = chunkparser.parse(tag)
list2 = parser.chunk_search(str1, chunked1)
if len(list2) != 0:
m = list2[len(list2) - 1]
str4 = get_chunk(chunked1[m])
str4 = parser.verbphrase_identify(str4)
str5 = ""
str6 = ""
for k in range(m):
if k in list2:
str5 += get_chunk(chunked1[k])
else:
str5 += (chunked1[k][0] + " ")
for k in range(m + 1, len(chunked1)):
if k in list2:
str6 += get_chunk(chunked1[k])
else:
str6 += (chunked1[k][0] + " ")
if chunked2[j][1][1] == 'PRP':
tr = " whom "
else:
for x in range(len(chunked[j])):
if (chunked[j][x][1] == "NNP"
or chunked[j][x][1] == "NNPS"
or chunked[j][x][1] == "NNS"
or chunked[j][x][1] == "NN"):
break
for x1 in range(len(ner)):
if ner[x1][0] == chunked[j][x][0]:
if ner[x1][1] == "PERSON":
tr = " whom "
elif ner[x1][1] == "LOC" or ner[x1][
1] == "ORG" or ner[x1][1] == "GPE":
tr = " where "
elif ner[x1][1] == "TIME" or ner[x1][
1] == "DATE":
tr = " when "
else:
tr = " what "
st = str5 + tr + str4 + str2 + str6 + str3
for l in range(num + 1, len(segment_set)):
st += ("," + segment_set[l])
st += '?'
st = parser.postprocess(st)
# st = 'Q.' + st
list3.append(st)
return list3