Spaces:
Build error
Build error
File size: 6,721 Bytes
22738ca |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 |
import os
import re
import json
import zipfile
from lxml import etree
from App.bin.InputHandler import InputHandler
from App.bin.constants import DATA_INPUT
from App.bin.FiguresCleaner import FiguresCleaner
from App.bin import constants
class ZipParser(object):
def __init__(self, folder, extension):
self.folder = folder
self.extension = extension
def custom_cleaner(self, line):
line = str(line)
#line = line.lower()
line = re.sub(r'PatentInspiration Url', '', line)
line = re.sub(r'(http|ftp|https)://([\w_-]+(?:(?:\.[\w_-]+)+))([\w.,@?^=%&:/~+#-]*[\w@?^=%&/~+#-])?', '', line)
line = re.sub(r'{', '(', line)
line = re.sub(r'"', '\'', line)
line = re.sub(r'}', ')', line)
line = re.sub(r'\t.*patentinspiration.*\n', '', line)
line = re.sub(r'^|\n{2,}\bAbstract\b\n?', '', line)
line = re.sub(r'^|\n{2,}\bClaims\b\n?', '', line)
line = re.sub(r'^|\n{2,}\bDescription\b\n?', '', line)
line = re.sub(r'fig\.', 'figure', line)
line = re.sub(r'Fig\.', 'Figure', line)
line = re.sub(r'FIG\.', 'Figure', line)
line = re.sub(r'figs\.', 'figures', line)
line = re.sub(r'FIGS\.', 'Figures', line)
line = re.sub(r'(\w+\.)', r'\1 ', line)
line = re.sub(r''', '\'', line)
line = re.sub(r'>', '>', line)
line = re.sub(r'<', '<', line)
line = re.sub(r'°', ' deg.', line)
line = re.sub(r' ', ' ', line)
line = line.strip()
return line
def dataCleaner(self,line):
with open(constants.ASSETS + "dropPart") as l:
# next(l)
drop_part = l.read().splitlines()
drop_part_pattern = re.compile('|'.join(drop_part))
line = str(line)
#line = line.lower()
line = re.sub(r'^([A-Z-/]+\s)+([A-Z])', r'\n\2', line)
line = re.sub(drop_part_pattern, r'\n', line)
line = re.sub(r'\s+\.\s?\d+\s+', ' ', line)
line = line.strip()
return line
def smooth_data_cleaner(self,line):
line = str(line)
# line = line.lower()
line = re.sub(r'\s+,', ',', line)
line = re.sub(r'\d\w-\d\w (and? \d\w-\d\w)?', '', line)
line = re.sub(r'\d\w-\d\w', '', line)
line = re.sub(r'\(\s?(,\s?|;\s?)+\s?\)', '', line)
line = re.sub(r'\s+\.\s\.', '.\n', line)
line = re.sub(r'\s+\.\s+([a-z]+)', r' \1', line)
line = re.sub(r'\s+(\.)\s+\[\s?\d+\s?]\s+', r'.\n', line)
line = re.sub(r'\s?\[\s?\d+\s?]\s+', r'\n', line)
line = re.sub(r'\s+(\.)\s+([A-Z]+)', r'.\n\2', line)
line = re.sub(r'\s+;\s+', '; ', line)
line = re.sub(r'\(\s+\'\s+\)', '', line)
line = re.sub(r'\(\s+\)', '', line)
line = re.sub(r'\(\s?\.\s?\)', '', line)
line = re.sub(r'\(\s/\s?\)', '', line)
line = re.sub(r'\s{2,}', ' ', line)
line = re.sub(r'(\d+)\s+(\.)\s+(\d+)', r'\1.\3', line)
line = line.strip()
return line
def OpenFiles(self, files):
contentList = []
filename =""
for fichier in files:
filename = os.path.basename(fichier)
if fichier.endswith("xml"):
doc = etree.parse(fichier)
contentList.append(doc)
return filename, contentList
def openZips(self, files):
zipLists = []
folderpath = os.path.dirname(files[0])
folder = os.path.basename(folderpath)
d_folder = folderpath+"/unzipped/"
for zips in files:
if zipfile.is_zipfile(zips):
zip_ref = zipfile.ZipFile(zips, 'r')
zip_ref.extractall(d_folder)
zip_ref.close()
getFiles = InputHandler(d_folder,'*.xml')
files = getFiles.get_input()
return files
def GetFiles(self):
folder = self.folder
getFiles = InputHandler(folder, '*.*')
files = getFiles.get_input()
filename, file_content = self.OpenFiles(self.openZips(files))
filename = os.path.splitext(filename)[0]
print(filename)
count = 0
corpus = []
for content in file_content:
description_list = []
abstract_list = []
claim_list = []
docList = content.xpath("/QOitem/QOanswer/QOaVisu/QOdoclist")
for doc in docList:
doc = doc.find("./QOdocument")
count +=1
title_blocks = doc.xpath("./QOfield[@name='ETI']/QOpar[@num='1' and @xml:lang='EN']")
for head in title_blocks:
title = head.xpath('./QOsen/descendant-or-self::*/text()')
pNumber = head.xpath('./@PUB')
Number = ' '.join(pNumber)
title = ' '.join(title)
abstract_block = content.xpath("/QOitem/QOanswer/QOaVisu//QOfield[@name='EAB']/QOpar[@num='1' and @xml:lang='EN']")
for abstract in abstract_block:
abstract_content = abstract.xpath('./QOsen/descendant-or-self::*/text()')
abstract_list.append(' '.join(abstract_content))
Abstracts = ' '.join(abstract_list)
a_abstract = self.custom_cleaner(Abstracts)
abstract_cleaner = FiguresCleaner(a_abstract)
Abstract = ' '.join(abstract_cleaner.clean_figures())
claims_block = content.xpath("/QOitem/QOanswer/QOaVisu//QOfield[@name='CLMS']/QOpar")
for claim in claims_block:
claim_content = claim.xpath('./QOsen/descendant-or-self::*/text()')
claim_list.append(' '.join(claim_content))
Claims = ' '.join(claim_list)
description_block = content.xpath("/QOitem/QOanswer/QOaVisu//QOfield[@name='DESC']/QOpar")
for description in description_block:
description_content = description.xpath('./QOsen/descendant-or-self::*/text()')
description_list.append(' '.join(description_content))
Description = ' '.join(description_list)
values = {'filename':filename, 'title':title,'number':Number, 'abstract': Abstract, 'claims':Claims, 'description':Description}
corpus.append(values)
#with open(folder+"/demo.json", 'w') as json_data:
# json.dump(corpus, json_data)
#print (values)
return corpus
|