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POS_tagger.py
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POS_tagger.py
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# 21-07-2018 | THILINA_CHATHURANGA @ HOSTEL
import requests
from bs4 import BeautifulSoup
import codecs
import re
import os
import pyttsx3
part_no = 16
def call_pos_tagger(line):
pos_tagger_url = "http://173.214.171.141:8080/SNLP/snlp/SPOS/tagger"
data = {'sentence': line}
page = requests.post(pos_tagger_url, data)
page_content = page.content
response = BeautifulSoup(page_content, 'html.parser')
response_text = response.find('response')
print('Tagged > ', response_text.get_text())
return response_text.get_text()
def write_tagged_file(file_name, sentence):
f = codecs.open("D:\\Education\\Z\\Tagged-Corpus\\V2\\PART" + str(part_no) + "\\" + file_name + "_TG.TXT", "a", encoding='utf-8')
f.write(str(sentence)+"\r\n")
f.close()
def get_text(file_name):
corpus_file_path = "D:\\Education\\Z\\Split-Corpus\\V2\\PART" + str(part_no) + "\\" + file_name + ".TXT"
# print('[File No:' + file_no + ']')
with codecs.open(corpus_file_path, encoding="utf-8") as fp:
line = fp.readline()
if len(line) >= 10:
print('Line1 > ', line)
write_tagged_file(file_name, call_pos_tagger(line))
count = 1
while line:
line = fp.readline()
if len(line) >= 10:
print('Line' + str(count) + ' > ', line)
write_tagged_file(file_name, call_pos_tagger(line))
count += 1
# break
directory_path = "D:\\Education\\Z\\Split-Corpus\\V2\\PART" + str(part_no)
for filename in os.listdir(directory_path):
file_name_str = filename.title().upper().split('.')
get_text(file_name_str[0])
speech_engine = pyttsx3.init()
speech_engine.say("Hey Thilyna. Part of Speech tagging Program Completed Successfully. Start next part.")
speech_engine.runAndWait()
# filename += 1
# print(file_name_str[0])