Repository navigation
Expand file tree
/
Copy pathrun_preprocessing.py
More file actions
52 lines (41 loc) · 1.61 KB
/
Copy pathrun_preprocessing.py
File metadata and controls
52 lines (41 loc) · 1.61 KB
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
#!/usr/bin/env python
# coding=utf-8
import os
import sys
import re
import json
import nltk
from clean_ref import clean, remove_punct_tokens
from align_texts import swap_word_pairs
#Cleaning patterns
datereg = re.compile(r'Dato: (\d{2}.\d{2}.\d{4})')
presidentreg = re.compile(r'President: ([ A-ZÆØÅa-zæøå]+)')
presidentdefreg = re.compile(r'Presidenten:')
contentreg = re.compile(r'\n[iI]nnhold\n')
endreg = re.compile(r'StortingetPostboks')
speakerreg1 = re.compile(r'([ A-ZÆØÅa-zæøå]+) \[[0-9:]+\]:') #Statsminister Erna Solberg [10:13:34]:
speakerreg2 = re.compile(r'([ A-ZÆØÅa-zæøå]+) \(.+\) \[[0-9:]+\]:') #Jan Bøhler (Ap) [10:13:34]:
patterns = [datereg, presidentreg, presidentdefreg, contentreg, endreg, speakerreg1, speakerreg2]
if __name__ == "__main__":
try:
transfile = sys.argv[1]
reffile = sys.argv[2]
outfile = sys.argv[3]
except IndexError:
sys.exit("Please provide filenames: run_preprocessing.py transfile reffile outfile")
if not os.path.exists(transfile):
sys.exit("Please provide a valid filename for the transfile")
elif not os.path.exists(reffile):
sys.exit("Please provide a valid filename for the reffile")
else:
with open(transfile, 'r') as trans:
transjson = json.load(trans)
with open(reffile, 'r') as ref:
reftext = ref.read()
ref_cleaned = clean(reftext, patterns)
ref_tokenized = nltk.word_tokenize(ref_cleaned)
ref_tok_nopunct = remove_punct_tokens(ref_tokenized)
ref_txt_nopunct = ' '.join(ref_tok_nopunct)
newtrans = swap_word_pairs(transjson, ref_tok_nopunct)
with open(outfile, 'w') as jsonfile:
json.dump(newtrans, jsonfile, ensure_ascii=False)