Mar 22, 2022 05:16
Download Marathi wikipedia dump file, extract words and then use grep command to check if any unwarranted changes may happen.
# wget
https://dumps.wikimedia.org/mrwiki/latest/mrwiki-latest-pages-articles-multistream.xml.bz2# bzip2 -dc mrwiki-latest-pages-articles-multistream.xml.bz2 > mytext.txt
# rg -o '\w+' mytext.txt > anayw.txt
# grep 'केनिया' anayw.txt | grep -v '^केनिया'
हर्केनिया
हर्केनिया
हर्केनिया
हर्केनिया
हर्केनिया
हर्केनिया
# grep 'पोलिसा' anayw.txt | grep -v '^पोलिसा'
# no results returned, it means it is safe to change
# awk -vw='हर्केनिया' '// {t=$0} $0~w {print t}' mytext.txt
अलेक्झांडर द ग्रेट<br />हर्केनिया<br />हर्केनिया<br />वेर्काना<br />वेर्काना <br /><br /> ## shell script to return words to check<br /># cat myc.sh<br />#!/bin/bash<br />filename='correct1.txt'<br />while read dbname; do<br />echo "$dbname is this" >> out.txt<br />grep -F "$dbname" anayw.txt | grep -v "^$dbname" | sort -u >> out.txt<br />done < $filename <br /><br /> # find wrong guru words<br /># grep 'गुरु\|गुरू' anayw.txt | grep -v 'गुरू$' | sort | uniq -c | sort -nr <br /><br /> ## python code for awk command<br />search_string = "test"<br />import subprocess<br />myword = "w=" + search_string<br />cmd = ["awk", "-v", myword, " // {t=$0} $0~w {print t}", "/home/ubuntu/mytext.txt"]<br />proc = subprocess.Popen(cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE)<br />o, e = proc.communicate()<br />print(o.decode("utf-8")) <br /><br /> #generate bigrams<br />import nltk, sys<br />from nltk.tokenize import word_tokenize<br />sys.stdout = open("mygram1.txt", "w")<br />with open("mytext.txt") as f:<br />for text in f:<br /> tokens = nltk.word_tokenize(text)<br /> bigrm = (nltk.bigrams(tokens))<br /> print(*map(' '.join, bigrm), sep='\n') <br /><br /> # four grams <br /><br /> from nltk import everygrams<br />import nltk, sys<br />from nltk.tokenize import word_tokenize<br />sys.stdout = open("myfourgram1.txt", "w")<br />with open("/home/ubuntu/mytext.txt") as f:<br />for text in f:<br /> tokens = nltk.word_tokenize(text)<br /> for i in list(everygrams(tokens, 4, 4)):<br /> print((" ".join(i))) <br /><br /> # extract sadhit words<br /># <a href="https://www.mpscworld.com/shabdasidhi-v-tyache-prakar/" class="external">https://www.mpscworld.com/shabdasidhi-v-tyache-prakar/</a> <br /><br /> import nltk, sys<br />from collections import Counter<br />sys.stdout = open("/home/ubuntu/anayw_sadhit4.txt", "w")<br />with open("/home/ubuntu/anayw.txt") as f:<br /> for text in f:<br /> bigrm = nltk.everygrams(text, 4,4)<br /> for k, c in Counter(bigrm).items():<br /> if c > 1:<br /> print(text)
</div>
<p class="item-tags">
<a href="http://m.livejournal.com/read/user/shantanuo/tag/wikipedia">wikipedia</a>,
<a href="http://m.livejournal.com/read/user/shantanuo/tag/marathi">marathi</a>,
<a href="http://m.livejournal.com/read/user/shantanuo/tag/linux">linux</a>,
<a href="http://m.livejournal.com/read/user/shantanuo/tag/#generate">#generate</a>
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