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script_bs4.py
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from bs4 import BeautifulSoup
import urllib.request
import pandas as pd
import sys
#use pandas for read .csv files and make dataframe
def read_data(path):
df = pd.read_csv(path)
df.columns=['links']
return df
#use urllib to download wikipedia page
def download_web_page(url):
page = urllib.request.urlopen(url)
return page
#use BeautifulSoup(bs4) to find needed element in downloaded wikipedia page
def find_link(url):
page = download_web_page(url)
soup = BeautifulSoup(page,'html.parser')
url = soup.find('table',class_='infobox').find('th',text='Website').nextSibling.nextSibling.find('a').get('href')
return url
#use pandas to make output dataframe and convert to .csv file
def make_output(wiki_links,webpage_links):
index = [x for x in range(1,len(wiki_links)+1)]
output_df = pd.DataFrame(index=index)
output_df['wikipedia_page']=wiki_links
output_df['webpage']=webpage_links
output_df.to_csv('wikipedia_answer_bs4.csv')
output_df.to_csv('./data/wikipedia_answer_bs4.csv')
def main():
#check input variables length
if len(sys.argv)>1:
df = read_data(sys.argv[1])
webpage_links=map(lambda x:find_link(x),df.links)
make_output(list(df.links),list(webpage_links))
print('See "wikipedia_answer_bs4.csv" file')
else:
print("Give me a file, which contains wikipedia urls in '.csv' format please")
main()