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crawler.py
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crawler.py
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import requests
import re
import urllib.request
from bs4 import BeautifulSoup
from collections import deque
from html.parser import HTMLParser
from urllib.parse import urlparse
import os
# Regex pattern to match a URL
HTTP_URL_PATTERN = r'^http[s]*://.+'
class HyperlinkParser(HTMLParser):
def __init__(self):
super().__init__()
# Create a list to store the hyperlinks
self.hyperlinks = []
# Override the HTMLParser's handle_starttag method to get the hyperlinks
def handle_starttag(self, tag, attrs):
attrs = dict(attrs)
# If the tag is an anchor tag and it has an href attribute, add the href attribute to the list of hyperlinks
if tag == "a" and "href" in attrs:
self.hyperlinks.append(attrs["href"])
class Crawler:
# Get the hyperlinks from a URL
def get_hyperlinks(self,url):
# Try to open the URL and read the HTML
try:
# Open the URL and read the HTML
with urllib.request.urlopen(url) as response:
# If the response is not HTML, return an empty list
if not response.info().get('Content-Type').startswith("text/html"):
return []
# Decode the HTML
html = response.read().decode('utf-8')
except Exception as e:
print(e)
return []
# Create the HTML Parser and then Parse the HTML to get hyperlinks
parser = HyperlinkParser()
parser.feed(html)
return parser.hyperlinks
# get the hyperlinks from a URL that are within the same domain
def get_domain_hyperlinks(self,local_domain, url):
clean_links = []
for link in set(self.get_hyperlinks(url)):
clean_link = None
# If the link is a URL, check if it is within the same domain
if re.search(HTTP_URL_PATTERN, link):
# Parse the URL and check if the domain is the same
url_obj = urlparse(link)
if url_obj.netloc == local_domain:
clean_link = link
# If the link is not a URL, check if it is a relative link
else:
if link.startswith("/"):
link = link[1:]
elif link.startswith("#") or link.startswith("mailto:"):
continue
clean_link = "https://" + local_domain + "/" + link
if clean_link is not None:
if clean_link.endswith("/"):
clean_link = clean_link[:-1]
clean_links.append(clean_link)
# Return the list of hyperlinks that are within the same domain
return list(set(clean_links))
def crawl(self,url):
# Parse the URL and get the domain
local_domain = urlparse(url).netloc
# Create a queue to store the URLs to crawl
self.queue = deque([url])
# Create a set to store the URLs that have already been seen (no duplicates)
self.seen = set([url])
# Create a directory to store the text files
if not os.path.exists("text/"):
os.mkdir("text/")
if not os.path.exists("text/"+local_domain+"/"):
os.mkdir("text/" + local_domain + "/")
# While the queue is not empty, continue crawling
while self.queue:
# Get the next URL from the queue
url = self.queue.pop()
print(url) # for debugging and to see the progress
# Save text from the url to a <url>.txt file
with open('text/'+local_domain+'/'+url[8:].replace("/", "_") + ".txt", "w") as f:
# Get the text from the URL using BeautifulSoup
soup = BeautifulSoup(requests.get(url).text, "html.parser")
# Get the text but remove the tags
text = soup.get_text()
# If the crawler gets to a page that requires JavaScript, it will stop the crawl
if ("You need to enable JavaScript to run this app." in text):
print("Unable to parse page " + url + " due to JavaScript being required")
# Otherwise, write the text to the file in the text directory
f.write(text)
# Get the hyperlinks from the URL and add them to the queue
for link in self.get_domain_hyperlinks(local_domain, url):
if link not in self.seen:
self.queue.append(link)
self.seen.add(link)
if __name__ == "__main__":
domain = "" #example.com
full_url = "" #https://example.com/
Crawler().crawl(full_url)