Created
July 27, 2019 06:52
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Scrape internship blog to get data in CSV
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import requests | |
from bs4 import BeautifulSoup, Comment | |
import csv | |
from enum import Enum | |
# CSV: Job number, Job name, date opened, category, stipend, resume type | |
# Conf: | |
DEBUG = 1 | |
ldap_user = '' | |
ldap_pass = '' | |
jobNumber = 1 | |
name = '' | |
date = '' | |
cat = '' | |
stipend = '' | |
resume = '' | |
extra = '' | |
paged = 1 | |
if DEBUG == 1: | |
url = "http://localhost/internship-blog/Internship-Blog-2018-19.html" | |
response = requests.get(url) | |
else: | |
base_url = "http://placements.iitb.ac.in/trainingblog/blog18/?paged=" | |
url = base_url + str(paged) | |
response = requests.get(url, verify=False, auth=(ldap_user, ldap_pass)) | |
def populate(div): | |
global name, date, cat, stipend, resume | |
for tag in div: | |
if tag == '\n': | |
continue | |
elif tag.string == None and tag.name != 'div': | |
extra = tag | |
print(tag, '\n', "tag is None") | |
elif tag.name == "div": | |
populate(tag) | |
else: | |
if "category" in tag.string.lower(): | |
if "i1" in tag.string.lower(): | |
cat = "I1" | |
elif "i2" in tag.string.lower(): | |
cat = "I2" | |
elif "i3" in tag.string.lower(): | |
cat = "I3" | |
elif "i4" in tag.string.lower(): | |
cat = "I4" | |
elif "i5" in tag.string.lower(): | |
cat = "I5" | |
elif "u1" in tag.string.lower(): | |
cat = "U1" | |
elif "u2" in tag.string.lower(): | |
cat = "U2" | |
else: | |
cat = tag.string | |
elif "stipend" in tag.string.lower(): | |
stipend = tag.string | |
elif "resume" in tag.string.lower(): | |
resume = tag.string | |
if __name__ == "__main__": | |
while response.status_code != 404: | |
print("Analysing page ", paged) | |
# analyse and write into csv | |
content = BeautifulSoup(response.content, "html.parser") | |
jobs = content.findAll("div", attrs={"class": "status-publish"}) | |
for job in jobs: | |
line = '' | |
for tag in job: | |
if tag == '\n': | |
continue # Tag is empty | |
elif tag.name == "h2": | |
# Check if IAF has just opened | |
if "iaf" in tag.string.lower() and "open" in tag.string.lower(): | |
name = tag.string | |
continue | |
else: | |
# print("Skipping: ", tag) | |
break # Don't process this job | |
elif tag.name == "small": | |
date = tag.contents[0] | |
continue | |
else: | |
if "entry" in tag["class"]: | |
populate(tag) | |
if name != '': | |
name.replace(",", "-") | |
date.replace(",", "-") | |
cat.replace(",", "-") | |
stipend.replace(",", "-") | |
resume.replace(",", "-") | |
extra.replace(",", "-") | |
row = [str(jobNumber), name, date, cat, stipend, resume, extra] | |
with open('data.csv', 'a') as csvFile: | |
writer = csv.writer(csvFile) | |
writer.writerow(row) | |
csvFile.close() | |
jobNumber = jobNumber + 1 | |
name = '' | |
date = '' | |
cat = '' | |
stipend = '' | |
resume = '' | |
extra = '' | |
# DEBUG_BREAK | |
if DEBUG == 1: | |
# Single Page | |
break | |
else: | |
if paged == 1000: | |
break | |
# done analysis, switch to next response | |
paged = paged+1 | |
url = base_url + str(paged) | |
response = requests.get( | |
url, verify=False, auth=(ldap_user, ldap_pass)) | |
print('\n') | |
print('\n', "Analysed till page ", paged) |
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Machaya Nautatva !!