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scraping-for-latestnews.py
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scraping-for-latestnews.py
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#!/usr/bin/env python
# coding: utf-8
# In[1]:
try:
developmentMode = True
callAPI = True
Local_API_Laravel = 'http://127.0.0.1:8000/api/news/store'
Live_API_Laravel = 'https://pakteki.com/api/news/store'
Live_API_Node = 'http://3.142.50.232:5000/api/news/all'
API = Live_API_Laravel
Dawn = True
Geo = True
Ary = True
Ptv = True
Express = True
Sama = True
Duniya = True
Bol = True
Abbtak = True
Ninetytwonews = True
Abbtak = True
Twentyfournews = False
Gnnnews = True
Dailypakistan = False
Newsone = True
Mashion = True
Mangobaaz = True
Sunday = True
Urdunews = True
Urdupoint = True
Tribune = True
Hellopakistanmag = True
Zaiqa = False
Islamicinfoenglish = False
Islamicinfourdu = False
Royal = True
Neonews = False
City42 = False
Jang = True
# libraries
from bs4 import BeautifulSoup,Comment
import requests
import csv
from datetime import date
import pandas as pd
import time
# Array stucture for storing data
columns = ['title','category', 'channel', 'permalink', 'image_src', 'date_time', 'description', 'fetching_date', 'language']
rows, cols = (0, 9)
data = [[0]*cols]*rows
except:
print('exception in importing libraries ..')
# In[2]:
try:
sources = [
["https://www.dawn.com/trends/coronavirus", "Covid", "Dawn"],
["https://www.dawn.com/sport", "Sports", "Dawn"],
["https://www.dawn.com/world", "International", "Dawn"],
["https://images.dawn.com/art-culture", "LifeStyle-Culture", "Dawn"],
["https://www.dawn.com/tech", "IT-Science", "Dawn"]
]
if Dawn:
counter = 0
print('Getting Dawn News...')
i = 1
permalinkDawnNews = []
for source in sources:
sourceHtml = requests.get(source[0]).text
soup = BeautifulSoup(sourceHtml, 'lxml')
for article in soup.find_all('article', class_='box'):
if i <= 6:
try:
permalink = article.find('a', class_='story__link')['href']
permalinkDawnNews.append([permalink,source[1],source[2]])
counter = counter + 1
except:
permalink = ''
i = i + 1
i = 1
detail_source = permalinkDawnNews
if developmentMode:
print('total news found on listting page : ' + str(counter))
df = pd.DataFrame(detail_source)
df
counter = 0
for detail_page_source in detail_source:
sourceHtml = requests.get(detail_page_source[0]).text
soup = BeautifulSoup(sourceHtml, 'lxml')
for div in soup.find_all('div',class_='w-full max-w-screen-md xl:pr-4'):
try:
detail_title = div.find('div',class_='template__header').h2.a.text
except:
detail_title = ''
try:
high_resolution_image = div.find('div',class_='template__header').find('div',class_='slideshow').find('div',class_='slideshow__slide').figure.div.picture.img['src']
except:
high_resolution_image = ''
try:
date_time = time.ctime()
except:
date_time = ''
try:
detail_description_all = div.find('div',class_='template__main').find('div',class_='story__content').find_all('p')
detail_description = ''
for p in detail_description_all:
detail_description = detail_description + p.text
except:
detail_description = ''
counter = counter + 1
language='English'
values = {
'title': detail_title,
'description': detail_description,
'date': date_time,
'channel': source[2],
'image': high_resolution_image,
'permalink':detail_page_source[0] ,
'category': detail_page_source[1],
'fetching_date': date.today(),
'no_of_comments': 0,
'rating': 0,
'language':language,
'created_at': date.today(),
'updated_at': date.today(),
'comments': [],
'resgistered_views':[],
'no_of_registered_views':0,
'no_of_nonregistered_views':0,
}
if developmentMode:
data.append([detail_title, source[1], source[2], permalink, high_resolution_image, date_time, detail_description, date.today(), language])
print('')
print('No: ' + str(counter))
print('title: ' + detail_title.strip())
print('description: ' + detail_description[0:20])
print('permalink: ' + detail_page_source[0])
print('channel: ' + source[2])
print('image: ' + high_resolution_image)
print('category: ' + detail_page_source[1])
print('-----------------------------------------------')
if callAPI:
response = requests.post(API, data=values)
if response.status_code == 429:
print('############ waiting response ..')
time.sleep(int(response.headers["Retry-After"]))
else:
print('inserted in DB')
print('-----------------------------------------------')
else:
#data.append([detail_title.strip(), source[1], source[2], permalink, high_resolution_image, date_time, detail_description.strip(), date.today(), language])
response = requests.post(API, data=values)
if response.status_code == 429:
time.sleep(int(response.headers["Retry-After"]))
if developmentMode:
print('total news scraped page : ' + str(counter))
except:
print('exception in ' + source[2])
# In[3]:
try:
headers = {'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_5) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/50.0.2661.102 Safari/537.36'}
sources2 = [
["https://arynews.tv/category/international-2", "International", "ARY"],
["https://arynews.tv/category/sci-techno/", "IT-Science", "ARY"],
["https://arynews.tv/category/health-2/", "Health", "ARY"],
["https://arynews.tv/category/business/","Business","ARY"],
["https://arynews.tv/category/pakistan/","National-local","ARY"],
]
if Ary == True:
print('Getting ARY News...')
i = 1
counter = 0
permalinkArrayARY = []
for source in sources2:
sourceHTML = requests.get(source[0],headers=headers).text
soup = BeautifulSoup(sourceHTML,'lxml')
for div in soup.find_all('div', class_='td-module-container'):
if i <= 6:
try:
permalink = div.find('div',class_='td-module-meta-info').h3.a['href']
permalinkArrayARY.append([permalink,source[1],source[2]])
counter = counter + 1
except:
permalink = ''
i = i + 1
i = 1
detail_source = permalinkArrayARY
if developmentMode:
print('total news found on listting page : ' + str(counter))
df = pd.DataFrame(detail_source)
df
counter = 0
for detail_page_source in detail_source:
sourceHtml = requests.get(detail_page_source[0],headers=headers).text
soup = BeautifulSoup(sourceHtml, 'lxml')
for div in soup.find_all('div', class_='tdi_74'):
try:
detail_title = div.find('div',class_='tdb_title').div.h2.text
except:
detail_title = ''
try:
start = div.find('div',class_='tdb_single_bg_featured_image').style.find_next_sibling().text.find('url')
end = div.find('div',class_='tdb_single_bg_featured_image').style.find_next_sibling().text.find(')')
high_resolution_img_data = div.find('div',class_='tdb_single_bg_featured_image').style.find_next_sibling().text
high_resolution_image = high_resolution_img_data[start:end][5:-1]
except:
high_resolution_image = ''
try:
date_time = time.ctime()
except:
date_time = ''
try:
detail_description_all = div.div.div.find('div',class_='td_block_wrap tdb_single_content tdi_78 td-pb-border-top td_block_template_1 td-post-content test tagdiv-type').div.find_all('p')
detail_description = ''
for p in detail_description_all:
detail_description = detail_description + p.text
except:
detail_description = ''
counter = counter + 1
language='English'
values = {
'title': detail_title,
'description': detail_description,
'date': date_time,
'channel': source[2],
'image': high_resolution_image,
'permalink': detail_page_source[0],
'category': detail_page_source[1],
'fetching_date': date.today(),
'no_of_comments': 0,
'rating': 0,
'language':language,
'created_at': date.today(),
'updated_at': date.today(),
'comments': [],
'resgistered_views':[],
'no_of_registered_views':0,
'no_of_nonregistered_views':0,
}
if developmentMode:
data.append([detail_title, source[1], source[2], permalink, high_resolution_image, date_time, detail_description, date.today(), language])
print('')
print('No: ' + str(counter))
print('title: ' + detail_title.strip())
print('description: ' + detail_description[0:80])
print('permalink: ' + detail_page_source[0])
print('channel: ' + source[2])
print('image: ' + high_resolution_image)
print('category: ' + detail_page_source[1])
print('-----------------------------------------------')
if callAPI:
response = requests.post(API, data=values)
if response.status_code == 429:
print('############ waiting response ..')
time.sleep(int(response.headers["Retry-After"]))
else:
print('inserted in DB')
print('-----------------------------------------------')
else:
#data.append([detail_title.strip(), source[1], source[2], permalink, high_resolution_image, date_time, detail_description.strip(), date.today(), language])
response = requests.post(API, data=values)
if response.status_code == 429:
time.sleep(int(response.headers["Retry-After"]))
if developmentMode:
print('total news scraped page : ' + str(counter))
except:
print('exception in ' + source[2])
# In[4]:
try:
sources3 = [
["https://www.geo.tv/category/world", "International", "GEO"],
["https://www.geo.tv/category/sci-tech", "IT-Science", "GEO"],
["https://www.geo.tv/category/sports", "Sports", "GEO"],
["https://www.geo.tv/category/entertainment", "Entertainment", "GEO"],
["https://www.geo.tv/category/business","Business","GEO"],
["https://www.geo.tv/food","Gourmet","GEO"],
]
if Geo == True:
print('Getting GEO News...')
i = 1
counter = 0
permalinkArrayGeoNews = []
for source in sources3:
sourceHtml = requests.get(source[0]).text
soup = BeautifulSoup(sourceHtml, 'lxml')
for div in soup.find_all('div', class_='col-xs-6 col-sm-6 col-lg-6 col-md-6 singleBlock'):
if i <= 6:
try:
permalink = div.div.ul.li.a['href']
permalinkArrayGeoNews.append([permalink,source[1],source[2]])
counter = counter + 1
except:
permalink = ''
i = i + 1
i = 1
detail_source = permalinkArrayGeoNews
if developmentMode:
print('total news found on listting page : ' + str(counter))
df = pd.DataFrame(detail_source)
df
counter = 0
for detail_page_source in detail_source:
sourceHtml = requests.get(detail_page_source[0]).text
soup = BeautifulSoup(sourceHtml, 'lxml')
for div in soup.find_all('div',class_='column-right'):
try:
detail_title = div.find('div',class_='left').find('div',class_='story-area').h1.text
except:
detail_title = ''
try:
high_resolution_image = div.find('div',class_='story-area').find('div',class_='content-area').find('div',class_='medium-insert-images').figure.img['src']
except:
high_resolution_image = ''
try:
date_time = time.ctime()
except:
date_time = ''
try:
detail_description_all = div.find('div',class_='left').find('div',class_='story-area').find('div',class_='content-area').find_all('p')
detail_description = ''
for p in detail_description_all:
detail_description = detail_description + p.text
except:
detail_description = ''
counter = counter + 1
language='English'
values = {
'title': detail_title,
'description': detail_description,
'date': date_time,
'channel': source[2],
'image': high_resolution_image,
'permalink': detail_page_source[0],
'category': detail_page_source[1],
'fetching_date': date.today(),
'no_of_comments': 0,
'rating': 0,
'language':language,
'created_at': date.today(),
'updated_at': date.today(),
'comments': [],
'resgistered_views':[],
'no_of_registered_views':0,
'no_of_nonregistered_views':0,
}
if developmentMode:
data.append([detail_title, source[1], source[2], permalink, high_resolution_image, date_time, detail_description, date.today(), language])
print('')
print('No: ' + str(counter))
print('title: ' + detail_title.strip())
print('description: ' + detail_description[0:80])
print('permalink: ' + detail_page_source[0].strip())
print('channel: ' + source[2])
print('image: ' + high_resolution_image.strip())
print('category: ' + detail_page_source[1])
print('-----------------------------------------------')
if callAPI:
response = requests.post(API, data=values)
if response.status_code == 429:
print('############ waiting response ..')
time.sleep(int(response.headers["Retry-After"]))
else:
print('inserted in DB')
print('-----------------------------------------------')
else:
#data.append([detail_title.strip(), source[1], source[2], permalink, high_resolution_image, date_time, detail_description.strip(), date.today(), language])
response = requests.post(API, data=values)
if response.status_code == 429:
time.sleep(int(response.headers["Retry-After"]))
if developmentMode:
print('total news scraped page : ' + str(counter))
except:
print('exception in ' + source[2])
# In[5]:
try:
sources4 = [
["https://ptv.com.pk/ptvWorld/news/National", "National-Local", "PTV"],
["https://ptv.com.pk/ptvWorld/news/Cricket", "Sports", "PTV"],
["https://ptv.com.pk/ptvWorld/news/International", "International", "PTV"]
]
if Ptv == True:
print('Getting PTV News...')
counter = 0
i = 1
permalinkArrayPTV = []
for source in sources4:
sourceHtml = requests.get(source[0]).text
soup = BeautifulSoup(sourceHtml, 'lxml')
for article in soup.find_all('ul', class_='big'):
if i <= 6:
try:
permalink = article.li.div.div.h4.a['href']
permalinkArrayPTV.append([permalink,source[1],source[2]])
counter = counter + 1
except:
permalink = ''
i = i + 1
i = 1
detail_source = permalinkArrayPTV
if developmentMode:
print('total news found on listting page : ' + str(counter))
df = pd.DataFrame(detail_source)
df
counter = 0
for detail_page_source in detail_source:
sourceHtml = requests.get(detail_page_source[0]).text
soup = BeautifulSoup(sourceHtml, 'lxml')
for div in soup.find_all('div',class_='page'):
try:
detail_title = div.find('div',class_='row').find('div',class_='column_2_3').find('div',class_='row').div.div.h3.text
except:
detail_title = ''
try:
high_resolution_image = div.find('div',class_='row').find('div',class_='column_2_3').find('div',class_='row').div.img['src']
except:
high_resolution_image = ''
try:
date_time = time.ctime()
except:
date_time = ''
try:
detail_description = div.find('div',class_='row').find('div',class_='column_2_3').find('div',class_='row').div.div.div.p.text.replace('\n','')
except:
detail_description = '.'
counter = counter + 1
language = 'English'
values = {
'title': detail_title,
'description': detail_description,
'date': date_time,
'channel': source[2],
'image': high_resolution_image,
'permalink': permalink,
'category': detail_page_source[1],
'fetching_date': date.today(),
'no_of_comments': 0,
'rating': 0,
'language':language,
'created_at': date.today(),
'updated_at': date.today(),
'comments': [],
'resgistered_views':[],
'no_of_registered_views':0,
'no_of_nonregistered_views':0,
}
if developmentMode:
data.append([detail_title, source[1], source[2], permalink, high_resolution_image, date_time, detail_description, date.today(), language])
print('')
print('No: ' + str(counter))
print('title: ' + detail_title.strip())
print('description: ' + detail_description[0:80])
print('permalink: ' + detail_page_source[0])
print('channel: ' + source[2])
print('image: ' + high_resolution_image)
print('category: ' + detail_page_source[1])
print('-----------------------------------------------')
if callAPI:
response = requests.post(API, data=values)
if response.status_code == 429:
print('############ waiting response ..')
time.sleep(int(response.headers["Retry-After"]))
else:
print('inserted in DB')
print('-----------------------------------------------')
else:
#data.append([detail_title.strip(), source[1], source[2], permalink, high_resolution_image, date_time, detail_description.strip(), date.today(), language])
response = requests.post(API, data=values)
if response.status_code == 429:
time.sleep(int(response.headers["Retry-After"]))
if developmentMode:
print('total news scraped page : ' + str(counter))
except:
print('exception in ' + source[2])
# In[6]:
try:
sources5 = [["https://www.express.pk/health/", "Health", "Express"],
["https://www.express.pk/sports/", "Sports", "Express"],
["https://www.express.pk/world/", "International", "Express"],
["https://www.express.pk/science/", "IT-Science", "Express"],
["https://www.express.pk/pakistan/", "National-Local", "Express"],
["https://www.express.pk/religion/", "Islam", "Express"]
]
if Express == True:
print('Getting Express News...')
counter = 0
i = 1
permalinkArrayExpressNews = []
for source in sources5:
sourceHtml = requests.get(source[0]).text
soup = BeautifulSoup(sourceHtml, 'lxml')
for div in soup.find_all('div',class_='cstoreyitem'):
if i <= 6:
try:
permalink = div.div.a['href']
permalinkArrayExpressNews.append([permalink,source[1],source[2]])
except:
permalink = ''
i = i + 1
i = 1
detail_source = permalinkArrayExpressNews
if developmentMode:
print('total news found on listting page : ' + str(counter))
df = pd.DataFrame(detail_source)
df
counter = 0
for detail_page_source in detail_source:
sourceHtml = requests.get(detail_page_source[0]).text
soup = BeautifulSoup(sourceHtml, 'lxml')
for div in soup.find_all('div',class_='primary'):
try:
detail_title = div.div.h1.text.replace('\xa0','')
except:
detail_title = ''
try:
high_resolution_image = div.div.find('div',class_='span-10').div.div.img['src']
except:
high_resolution_image = ''
try:
date_time = time.ctime()
except:
date_time = ''
try:
detail_description_all = div.div.find('div',class_='span-16 story-cont').find_all('p')
detail_description = ''
for p in detail_description_all:
detail_description = detail_description + p.text.replace('\n','').replace('\xa0','')
except:
detail_description = ''
counter = counter + 1
language='Urdu'
values = {
'title': detail_title,
'description': detail_description,
'date': date_time,
'channel': source[2],
'image': high_resolution_image,
'permalink': permalink,
'category': detail_page_source[1],
'fetching_date': date.today(),
'no_of_comments': 0,
'rating': 0,
'language':language,
'created_at': date.today(),
'updated_at': date.today(),
'comments': [],
'resgistered_views':[],
'no_of_registered_views':0,
'no_of_nonregistered_views':0,
}
if developmentMode:
data.append([detail_title, source[1], source[2], permalink, high_resolution_image, date_time, detail_description, date.today(), language])
print('')
print('No: ' + str(counter))
print('title: ' + detail_title.strip())
print('description: ' + detail_description[0:80])
print('permalink: ' + detail_page_source[0])
print('channel: ' + source[2])
print('image: ' + high_resolution_image)
print('category: ' + detail_page_source[1])
print('-----------------------------------------------')
if callAPI:
response = requests.post(API, data=values)
if response.status_code == 429:
print('############ waiting response ..')
time.sleep(int(response.headers["Retry-After"]))
else:
print('inserted in DB')
print('-----------------------------------------------')
else:
#data.append([detail_title.strip(), source[1], source[2], permalink, high_resolution_image, date_time, detail_description.strip(), date.today(), language])
response = requests.post(API, data=values)
if response.status_code == 429:
time.sleep(int(response.headers["Retry-After"]))
if developmentMode:
print('total news scraped page : ' + str(counter))
except:
print('exception in ' + source[2])
# In[7]:
try:
sources6 = [
["https://www.samaa.tv/lifeandstyle/", "National-Local", "SAMAA"],
["https://www.samaa.tv/sports/", "Sports", "SAMAA"],
["https://www.samaa.tv/news/", "National-Local", "SAMAA"],
["https://www.samaa.tv/technology/", "IT-Science", "SAMAA"]
]
if Sama == True:
print('Getting SAMA News...')
counter = 0
i = 1
permalinkArraySAMANews = []
for source in sources6:
sourceHtml = requests.get(source[0]).text
soup = BeautifulSoup(sourceHtml, 'lxml')
for div in soup.find_all('div',class_='categorycolumn'):
if i <= 6:
try:
permalink = div.find('div',class_='row').find('div',class_='respnb1').a['href']
permalinkArraySAMANews.append([permalink,source[1],source[2]])
counter = counter + 1
except:
permalink = ''
i = i + 1
i = 1
detail_source = permalinkArraySAMANews
if developmentMode:
print('total news found on listting page : ' + str(counter))
df = pd.DataFrame(detail_source)
df
counter = 0
for detail_page_source in detail_source:
sourceHtml = requests.get(detail_page_source[0]).text
soup = BeautifulSoup(sourceHtml, 'lxml')
for div in soup.find_all('div',class_='col-md-8'):
try:
detail_title = div.div.h1.text
except:
detail_title = ''
try:
high_resolution_image = ''
high_resolution_img_parent = div.find('div',class_='detail-10 detailnews').center
high_resolution_img_text = high_resolution_img_parent.find(text=lambda text:isinstance(text, Comment))
high_resolution_img_soup = BeautifulSoup(high_resolution_img_text , 'lxml')
high_resolution_image = high_resolution_img_soup.img['src']
except:
high_resolution_img = ''
try:
date_time = time.ctime()
except:
date_time = ''
try:
detail_description_all = div.find('div',class_='detailnews').find_all('p')
detail_description = ''
for p in detail_description_all:
detail_description = detail_description + p.text.replace('\n','').replace('\xa0','')
except:
detail_description = ''
counter = counter + 1
language='English'
values = {
'title': detail_title,
'description': detail_description,
'date': date_time,
'channel': source[2],
'image': high_resolution_image,
'permalink': detail_page_source[0],
'category': detail_page_source[1],
'fetching_date': date.today(),
'no_of_comments': 0,
'rating': 0,
'language':language,
'created_at': date.today(),
'updated_at': date.today(),
'comments': [],
'resgistered_views':[],
'no_of_registered_views':0,
'no_of_nonregistered_views':0,
}
if developmentMode:
data.append([detail_title, source[1], source[2], permalink, high_resolution_image, date_time, detail_description, date.today(), language])
print('')
print('No: ' + str(counter))
print('title: ' + detail_title.strip())
print('description: ' + detail_description[0:80])
print('permalink: ' + detail_page_source[0])
print('channel: ' + source[2])
print('image: ' + high_resolution_image)
print('category: ' + detail_page_source[1])
print('-----------------------------------------------')
if callAPI:
response = requests.post(API, data=values)
if response.status_code == 429:
print('############ waiting response ..')
time.sleep(int(response.headers["Retry-After"]))
else:
print('inserted in DB')
print('-----------------------------------------------')
else:
#data.append([detail_title.strip(), source[1], source[2], permalink, high_resolution_image, date_time, detail_description.strip(), date.today(), language])
response = requests.post(API, data=values)
if response.status_code == 429:
time.sleep(int(response.headers["Retry-After"]))
if developmentMode:
print('total news scraped page : ' + str(counter))
except:
print('exception in ' + source[2])
# In[ ]:
try:
sources7 = [
["https://dunyanews.tv/en/World", "International", "Dunya"],
["https://dunyanews.tv/en/Cricket", "Sports", "Dunya"],
["https://dunyanews.tv/en/Pakistan", "National-Local", "Dunya"],
["https://dunyanews.tv/en/Technology", "IT-Science", "Dunya"],
["https://dunyanews.tv/en/Business","Business","Dunya"]
]
if Duniya == True:
counter = 0
i = 1
print('Getting Duniya News...')
permalinkArrayDuniyaNews = []
for source in sources7:
sourceHtml = requests.get(source[0]).text
soup = BeautifulSoup(sourceHtml, 'lxml')
for article in soup.find_all('article'):
if i <= 6:
if article.div.a['href']:
try:
permalink = 'https://dunyanews.tv' + article.div.a['href']
permalinkArrayDuniyaNews.append([permalink,source[1],source[2]])
except:
permalink = ''
else:
try:
permalink = 'https://dunyanews.tv' + article.h3.a['href']
permalinkArrayDuniyaNews.append([permalink,source[1],source[2]])
except:
permalink = ''
i = i + 1
i = 1
detail_source = permalinkArrayDuniyaNews
if developmentMode:
print('total news found on listting page : ' + str(counter))
df = pd.DataFrame(detail_source)
df
counter = 0
for detail_page_source in detail_source:
sourceHtml = requests.get(detail_page_source[0]).text
soup = BeautifulSoup(sourceHtml, 'lxml')
for div in soup.find_all('div',{'id':'main-heading'}):
try:
detail_title = div.find('div',class_='date').h2.text
except:
detail_title = ''
try:
high_resolution_image = div.find('div',class_='date').find('div',{'id':'post_content'}).article.find('div',class_='pic').img['src']
except:
high_resolution_image = ''
try:
date_time = time.ctime()
except:
date_time = ''
try:
detail_description_all = div.find('div',class_='date').find('div',{'id':'post_content'}).article.find('div',class_='post_content').find_all('p')
detail_description = ''
for p in detail_description_all:
detail_description = detail_description + p.text.replace('\n','').replace('\xa0','')
except:
detail_description = ''
counter = counter + 1
language='English'
values = {
'title': detail_title,
'description': detail_description,
'date': date_time,
'channel': source[2],
'image': high_resolution_image,
'permalink': permalink,
'category': detail_page_source[1],
'fetching_date': date.today(),
'no_of_comments': 0,
'rating': 0,
'language':language,
'created_at': date.today(),
'updated_at': date.today(),
'comments': [],
'resgistered_views':[],
'no_of_registered_views':0,
'no_of_nonregistered_views':0,
}
if developmentMode:
data.append([detail_title, source[1], source[2], permalink, high_resolution_image, date_time, detail_description, date.today(), language])
print('')
print('No: ' + str(counter))
print('title: ' + detail_title.strip())
print('description: ' + detail_description[0:80])
print('permalink: ' + detail_page_source[0])
print('channel: ' + source[2])
print('image: ' + high_resolution_image)
print('category: ' + detail_page_source[1])
print('-----------------------------------------------')
if callAPI:
response = requests.post(API, data=values)
if response.status_code == 429:
print('############ waiting response ..')
time.sleep(int(response.headers["Retry-After"]))
else:
print('inserted in DB')
print('-----------------------------------------------')
else:
#data.append([detail_title.strip(), source[1], source[2], permalink, high_resolution_image, date_time, detail_description.strip(), date.today(), language])
response = requests.post(API, data=values)
if response.status_code == 429:
time.sleep(int(response.headers["Retry-After"]))
if developmentMode:
print('total news scraped page : ' + str(counter))
except:
print('exception in ' + source[2])
# In[ ]:
try:
sources8 = [
["https://www.bolnews.com/sports", "Sports", "Bol"],
["https://www.bolnews.com/international/", "International", "Bol"],
["https://www.bolnews.com/health/", "Health", "Bol"],
["https://www.bolnews.com/entertainment/", "Entertainment", "Bol"],
["https://www.bolnews.com/technology/", "IT-Science", "Bol"],
["https://www.bolnews.com/business/","Business","Bol"]
]
if Bol == True:
counter = 0
print('Getting Bol News...')
i = 1
permalinkArrayBolNews = []
for source in sources8:
sourceHtml = requests.get(source[0]).text
soup = BeautifulSoup(sourceHtml, 'lxml')
for div in soup.find_all('div',class_='catesquarebox'):
if i <= 6:
try:
permalink = div.a['href']
permalinkArrayBolNews.append([permalink,source[1],source[2]])
counter = counter + 1
except:
permalink = ''
i = i + 1
i = 1
detail_source = permalinkArrayBolNews
if developmentMode:
print('total news found on listting page : ' + str(counter))
df = pd.DataFrame(detail_source)
df
counter = 0
for detail_page_source in detail_source:
sourceHtml = requests.get(detail_page_source[0]).text
soup = BeautifulSoup(sourceHtml, 'lxml')
for main in soup.find_all('main'):
try:
detail_title = main.article.find('div',class_='headingsec').h1.text
except:
detail_title = ''
try:
if('https' in main.article.find('figure',class_='featuredimg').img['src']):
high_resolution_image = main.article.find('figure',class_='featuredimg').img['src']
else:
high_resolution_image = 'https://bolnews.s3.amazonaws.com/' + main.find('article',class_='infinite-post active').find('figure',class_='featuredimg').img['src']
except:
high_resolution_image = ''
try:
date_time = time.ctime()
except:
date_time = ''
try:
detail_description_all = main.article.find('div',class_='content').find_all('p')
detail_description = ''
for p in detail_description_all:
detail_description = detail_description + p.text.replace('\n','').replace('\xa0','')
except:
detail_description = ''
counter = counter + 1
language='English'
values = {
'title': detail_title,
'description': detail_description,
'date': date_time,
'channel': source[2],
'image': high_resolution_image,
'permalink': detail_page_source[0],
'category': detail_page_source[1],
'fetching_date': date.today(),
'no_of_comments': 0,
'rating': 0,
'language':language,
'created_at': date.today(),
'updated_at': date.today(),
'comments': [],
'resgistered_views':[],
'no_of_registered_views':0,
'no_of_nonregistered_views':0,
}
if developmentMode:
data.append([detail_title, source[1], source[2], permalink, high_resolution_image, date_time, detail_description, date.today(), language])
print('')
print('No: ' + str(counter))
print('title: ' + detail_title.strip())
print('description: ' + detail_description[0:80])
print('permalink: ' + detail_page_source[0])
print('channel: ' + source[2])
print('image: ' + high_resolution_image)
print('category: ' + detail_page_source[1])
print('-----------------------------------------------')
if callAPI:
response = requests.post(API, data=values)
if response.status_code == 429:
print('############ waiting response ..')
time.sleep(int(response.headers["Retry-After"]))
else:
print('inserted in DB')
print('-----------------------------------------------')
else:
#data.append([detail_title.strip(), source[1], source[2], permalink, high_resolution_image, date_time, detail_description.strip(), date.today(), language])
response = requests.post(API, data=values)
if response.status_code == 429:
time.sleep(int(response.headers["Retry-After"]))
if developmentMode:
print('total news scraped page : ' + str(counter))
except:
print('exception in ' + source[2])
# In[ ]:
try:
sources22 = [
['https://abbtakk.tv/en/category/entertainment/','Entertainment','AbbTakk'],
['https://abbtakk.tv/en/category/world/','International','AbbTakk'],
['https://abbtakk.tv/en/category/pakistan/','National-local','AbbTakk'],
['https://abbtakk.tv/en/category/sports/','Sports','AbbTakk'],
]
if Abbtak == True:
print('Getting Abbtakk News...')
counter = 0
i = 1
permalinkArrayAbbtakNews = []
for source in sources22:
sourceHtml = requests.get(source[0]).text
soup = BeautifulSoup(sourceHtml, 'lxml')
for article in soup.find_all('article',class_='penci-imgtype-landscape'):
if i <= 6:
try:
permalink = article.find('div', class_='entry-text').header.h2.a['href']
permalinkArrayAbbtakNews.append([permalink,source[1],source[2]])
counter = counter + 1
except:
permalink = ''
i = i + 1
i = 1
detail_source = permalinkArrayAbbtakNews
if developmentMode:
print('total news found on listting page : ' + str(counter))
df = pd.DataFrame(detail_source)
df
counter = 0
for detail_page_source in detail_source:
sourceHtml = requests.get(detail_page_source[0]).text
soup = BeautifulSoup(sourceHtml, 'lxml')
for main in soup.find_all('main'):
try:
detail_title = main.find('div',class_='entry-media').div.div.find('div',class_='penci-featured-col-1').div.div.h1.text
except:
detail_title = ''
try: