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Create app.py
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app.py
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import streamlit as st
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import requests
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import threading
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import queue
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import time
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from bs4 import BeautifulSoup
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from urllib.parse import urljoin, urlparse
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from concurrent.futures import ThreadPoolExecutor
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# Streamlit UI
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st.title("Web Crawler - Link Checker")
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BASE_URL = st.text_input("Enter the Base URL:", "https://www.example.com/")
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MAX_CONCURRENT_THREAD = st.slider("Select Max Concurrent Threads", 1, 20, 10)
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LOGGING = st.checkbox("Enable Logging", True)
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start_crawling = st.button("Start Crawling")
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# Global Variables
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relativeLinks = queue.Queue()
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visitedLinks = set()
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# File Output Data
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visited_links = []
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ok_links = []
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error_links = []
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exception_links = []
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session = requests.Session() # Reuse session for connection pooling
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session.headers.update({"User-Agent": "Mozilla/5.0"}) # Set a common User-Agent
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def link_checker(source, address):
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"""Check the validity of a link."""
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try:
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resp = session.get(address, timeout=5)
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if resp.status_code in [400, 404, 403, 408, 409, 501, 502, 503]:
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error_links.append(f"[{source}] {resp.status_code} {resp.reason} --> {address}")
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else:
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ok_links.append(f"[{source}] OK --> {address}")
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except requests.RequestException as e:
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exception_links.append(f"[{source}] Exception --> {e} {address}")
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def normalize_url(a):
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"""Normalize URLs to absolute format."""
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if a.startswith("#") or a.startswith("javascript:") or a.startswith("mailto:") or a.startswith("tel:"):
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return None
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return urljoin(BASE_URL, a).rstrip('/')
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def link_extractor(address):
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"""Extract links from a webpage and check their validity."""
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visited_links.append(address)
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try:
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res = session.get(address, timeout=5)
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soup = BeautifulSoup(res.text, 'html.parser')
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extracted_links = []
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for tag, attr in [('img', 'src'), ('link', 'href'), ('script', 'src'), ('a', 'href')]:
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extracted_links.extend(
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normalize_url(link[attr]) for link in soup.find_all(tag) if link.has_attr(attr)
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)
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extracted_links = set(filter(None, extracted_links)) # Remove duplicates and None values
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with ThreadPoolExecutor(max_workers=MAX_CONCURRENT_THREAD) as executor:
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executor.map(lambda p: link_checker(source=address, address=p), extracted_links)
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for p in extracted_links:
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if p.startswith(BASE_URL) and p not in visitedLinks:
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visitedLinks.add(p)
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relativeLinks.put(p)
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except requests.RequestException as e:
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exception_links.append(f"[RELATIVE LINK] Exception --> {e} {address}")
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def threader():
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"""Worker function for handling queued links."""
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while not relativeLinks.empty():
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value = relativeLinks.get()
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if value:
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print(f"Checking: {value} | Remaining: {relativeLinks.qsize()}")
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link_extractor(value)
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relativeLinks.task_done()
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if start_crawling:
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start_time = time.time()
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visitedLinks.add(BASE_URL.strip())
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relativeLinks.put(BASE_URL.strip())
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with ThreadPoolExecutor(max_workers=MAX_CONCURRENT_THREAD) as executor:
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executor.map(lambda _: threader(), range(MAX_CONCURRENT_THREAD))
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end_time = time.time()
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elapsed_time = end_time - start_time
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# Display Results
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st.success("Crawling Completed!")
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st.write(f"Total Time Taken: {elapsed_time:.2f} seconds")
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st.write(f"Total Links Visited: {len(visited_links)}")
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st.write(f"Total OK Links: {len(ok_links)}")
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st.write(f"Total Error Links: {len(error_links)}")
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st.write(f"Total Exception Links: {len(exception_links)}")
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# Display Logs
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with st.expander("Visited Links"):
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st.write(visited_links)
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with st.expander("OK Links"):
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st.write(ok_links)
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with st.expander("Error Links"):
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st.write(error_links)
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with st.expander("Exception Links"):
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st.write(exception_links)
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