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22
README.md
22
README.md
@@ -1 +1,21 @@
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# Concurrent web scraper
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# Concurrent web scraper
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## Requirements
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This crawler was written in 3.7.0 to take advantage of the latest `asyncio` features.
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Install required modules:
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```bash
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pip install -r requirements.txt
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```
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Run:
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```bash
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python crawler.py -u https://urltocrawl.com
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```
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## Results
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The resulting sitemap will be output in the root of this directory as `sitemap.html`
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30
crawler.py
30
crawler.py
@@ -5,13 +5,15 @@ Need a docstring.
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import argparse
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import argparse
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import jinja2
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import jinja2
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import os
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import asyncio
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from datetime import datetime
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from datetime import datetime
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from utils.helpers import (UrlPool, WebPage, RobotsTxt, sanitise_url)
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from utils.helpers import (UrlPool, WebPage, RobotsTxt, sanitise_url)
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def init_crawler(base_url=None, robots=None):
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def init_crawler(base_url=None, robots=None):
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'''
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'''
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needs a docstring
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Initialises the crawler by running the initial URL.
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'''
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'''
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uncrawled_urls, crawled_urls = UrlPool(), UrlPool()
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uncrawled_urls, crawled_urls = UrlPool(), UrlPool()
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initial_page = WebPage(url=base_url, base_url=base_url, robots=robots)
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initial_page = WebPage(url=base_url, base_url=base_url, robots=robots)
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@@ -48,7 +50,7 @@ def init_crawler(base_url=None, robots=None):
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def process_pool(base_url=None, uncrawled_urls=None, crawled_urls=None, robots=None):
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def process_pool(base_url=None, uncrawled_urls=None, crawled_urls=None, robots=None):
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'''
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'''
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Needs a docstring
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Iterates over the pool of URLs and adds any discovered URLs.
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'''
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'''
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while uncrawled_urls.pool:
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while uncrawled_urls.pool:
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# pop url from pool
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# pop url from pool
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@@ -56,16 +58,21 @@ def process_pool(base_url=None, uncrawled_urls=None, crawled_urls=None, robots=N
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# create a WebPage object for the URL
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# create a WebPage object for the URL
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current_page = WebPage(url=new_url, base_url=base_url, robots=robots)
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current_page = WebPage(url=new_url, base_url=base_url, robots=robots)
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try:
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try:
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current_page.run()
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succeeded = current_page.run()
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_urls = current_page.list_urls()
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crawled_urls.add_to_pool(new_url)
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except Exception as e:
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except Exception as e:
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print(e)
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print(e)
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for url in _urls:
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if succeeded:
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sanitised_url = sanitise_url(url=url)
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_urls = current_page.list_urls()
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if sanitised_url not in crawled_urls.pool:
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crawled_urls.add_to_pool(new_url)
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uncrawled_urls.add_to_pool(url)
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for url in _urls:
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sanitised_url = sanitise_url(url=url)
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if sanitised_url not in crawled_urls.pool:
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uncrawled_urls.add_to_pool(url)
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print('{0} URLs crawled, {1} remaining'.format(len(crawled_urls.pool),
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len(uncrawled_urls.pool)))
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def render_sitemap(base_url=None, crawled_urls=None, runtime=None):
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def render_sitemap(base_url=None, crawled_urls=None, runtime=None):
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@@ -84,7 +91,7 @@ def render_sitemap(base_url=None, crawled_urls=None, runtime=None):
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with open('sitemap.html', 'w') as outfile:
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with open('sitemap.html', 'w') as outfile:
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outfile.write(rendered_html)
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outfile.write(rendered_html)
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print('Sitemap available at sitemap.html')
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print('Sitemap available at {0}/sitemap.html'.format(os.getcwd()))
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def run(args=None):
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def run(args=None):
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@@ -103,9 +110,6 @@ def run(args=None):
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render_sitemap(base_url=base_url, crawled_urls=crawled_urls.pool, runtime=runtime)
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render_sitemap(base_url=base_url, crawled_urls=crawled_urls.pool, runtime=runtime)
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# pprint(crawled_urls.pool)
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# print('{0} URLs crawled'.format(len(crawled_urls.pool)))
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if __name__ == '__main__':
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if __name__ == '__main__':
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53
notes.md
53
notes.md
@@ -1,23 +1,56 @@
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## Thoughts
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## Thoughts
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* ~~strip hashes and everything following (as they're in-page anchors)~~
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* ~~strip hashes and everything following (as they're in-page anchors)~~
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* strip args
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* ~~strip args~~
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* ~~use `pop()` on the set instead of `.remove()`~~
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* ~~use `pop()` on the set instead of `.remove()`~~
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* ~~return false once the set is empty~~
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* ~~return false once the set is empty~~
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* ~~`WebPage.parse_urls()` needs to compare startswith to base url~~
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* ~~`WebPage.parse_urls()` needs to compare startswith to base url~~
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* ~~ignore any links which aren't to pages~~
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* ~~ignore any links which aren't to pages~~
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* better url checking to get bare domain
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* ~~better url checking to get bare domain~~ #wontfix
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* remove trailing slash from any discovered url
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* ~~remove trailing slash from any discovered url~~
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* investigate lxml parser
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* ~~investigate lxml parser~~
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* ~~remove base url from initial urls with and without trailing slash~~
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* ~~remove base url from initial urls with and without trailing slash~~
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* investigate using [tldextract](https://github.com/john-kurkowski/tldextract) to match urls
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* ~~investigate using [tldextract](https://github.com/john-kurkowski/tldextract) to match urls~~ #wontfix
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* ~~implement parsing of [robots.txt](http://docs.w3cub.com/python~3.6/library/urllib.robotparser/)~~
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* ~~implement parsing of [robots.txt](http://docs.w3cub.com/python~3.6/library/urllib.robotparser/)~~
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* investigate [gzip encoding](https://stackoverflow.com/questions/36383227/avoid-downloading-images-using-beautifulsoup-and-urllib-request)
|
* ~~investigate [gzip encoding](https://stackoverflow.com/questions/36383227/avoid-downloading-images-using-beautifulsoup-and-urllib-request)~~
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* ~~implement some kind of progress display~~
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* async
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* better exception handling
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* randomise output filename
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### Async bits
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in `__main__`:
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```python
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loop = asyncio.get_event_loop()
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try:
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loop.run_until_complete(main())
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finally:
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loop.close()
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```
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```
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text/html; charset=utf-8
|
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application/xhtml+xml
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* initialises loop and runs it to completion
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'WebPage' object has no attribute 'source'
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* needs to handle errors (try/except/finally)
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'WebPage' object has no attribute 'discovered_hrefs'
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```python
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async def run(args=None):
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tasks = []
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for url in pool:
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tasks.append(url)
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# for i in range(10):
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# tasks.append(asyncio.ensure_future(myCoroutine(i)))
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# gather completed tasks
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await asyncio.gather(*tasks)
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```
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Getting the contents of the page needs to be async too
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```python
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async def get_source():
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blah
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blah
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await urlopen(url)
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```
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```
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@@ -1,37 +1,35 @@
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#!/usr/bin/env python
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#!/usr/bin/env python
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import unittest
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import unittest
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from utils.helpers import (clean_base_url)
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from utils.helpers import (sanitise_url)
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class TestUrls(unittest.TestCase):
|
class TestUrls(unittest.TestCase):
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base_url = "github.com"
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base_url_list = (('eu.httpbin.org', 'http://eu.httpbin.org'),
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base_url_list = (('eu.httpbin.org', 'http://eu.httpbin.org'),
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('www.simonweald.com', 'http://www.simonweald.com'),
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('www.simonweald.com', 'http://www.simonweald.com'),
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('http://www.github.com/', 'http://www.github.com'),
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('http://www.github.com/', 'http://www.github.com'),
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('https://www.github.com', 'https://www.github.com'))
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('https://www.github.com', 'https://www.github.com'))
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valid_urls = ["https://www.github.com", "http://www.github.com",
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urls_to_clean = (('https://www.github.com/', 'https://www.github.com/'),
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"github.com", "/some/url/", "index.html"]
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('https://github.com/?foo=bar', 'https://github.com/'),
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|
('https://github.com/#anchor', 'https://github.com/'))
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def test_clean_base_url(self):
|
def test_sanitise_base_url(self):
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'''
|
'''
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Tests whether a URL's protocol can be discovered if not provided.
|
Tests whether a URL's protocol can be discovered if not provided.
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'''
|
'''
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for url, target in self.base_url_list:
|
for url, target in self.base_url_list:
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result = clean_base_url(url)
|
result = sanitise_url(url, base_url=True)
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self.assertEqual(result, target)
|
self.assertEqual(result, target)
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|
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# def test_url_validation(self):
|
def test_sanitise_url(self):
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# '''
|
'''
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# Passes when given a valid URL. A valid URL is qualified
|
Tests whether a URL's protocol can be discovered if not provided.
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# by being local to the domain to be crawled.
|
'''
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# '''
|
for url, target in self.urls_to_clean:
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# for url in self.valid_urls:
|
result = sanitise_url(url)
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# result = url_validation(self.base_url, url)
|
self.assertEqual(result, target)
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# self.assertTrue(result)
|
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|
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if __name__ == '__main__':
|
if __name__ == '__main__':
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@@ -4,9 +4,11 @@ Utilities to provide various misc functions.
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'''
|
'''
|
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|
|
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from bs4 import BeautifulSoup
|
from bs4 import BeautifulSoup
|
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|
import aiohttp
|
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import urllib.request
|
import urllib.request
|
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import urllib.robotparser
|
import urllib.robotparser
|
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import urllib.error
|
import urllib.error
|
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|
import gzip
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from urllib.parse import (urljoin, urlsplit)
|
from urllib.parse import (urljoin, urlsplit)
|
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|
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|
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@@ -47,12 +49,16 @@ class WebPage(object):
|
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the data from each individual page.
|
the data from each individual page.
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'''
|
'''
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|
|
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headers = {'User-Agent': 'Mozilla/5.0 (X11; Linux x86_64; rv:61.0) Gecko/20100101 Firefox/61.0'}
|
# set a sane user-agent and request compression if available.
|
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|
headers = {'Accept-Encoding': 'gzip, deflate',
|
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|
'User-Agent': 'Mozilla/5.0 (X11; Linux x86_64; rv:61.0) Gecko/20100101 Firefox/61.0'}
|
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|
|
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def __init__(self, url=None, base_url=None, robots=None):
|
def __init__(self, url=None, base_url=None, robots=None):
|
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self.url = url
|
self.url = url
|
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self.base_url = base_url
|
self.base_url = base_url
|
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self.robots = robots
|
self.robots = robots
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|
self.source = None
|
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|
self.urls_to_crawl = set()
|
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|
|
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|
|
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def get_source(self):
|
def get_source(self):
|
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@@ -61,11 +67,17 @@ class WebPage(object):
|
|||||||
'''
|
'''
|
||||||
|
|
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request = urllib.request.Request(self.url, headers=self.headers)
|
request = urllib.request.Request(self.url, headers=self.headers)
|
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page = urllib.request.urlopen(request, timeout=5) # handle
|
page = urllib.request.urlopen(request, timeout=5)
|
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headers = page.info()
|
|
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print(headers['content-type'])
|
# handle the content encoding in case it needs decompressing.
|
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if "text/html" in headers['content-type']:
|
if 'text/html' in page.info().get('Content-Type'):
|
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self.source = page.read()
|
if page.info().get('Content-Encoding'):
|
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|
if page.info().get('Content-Encoding') == 'gzip':
|
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|
self.source = gzip.decompress(page.read())
|
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|
elif page.info().get('Content-Encoding') == 'deflate':
|
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|
self.source = page.read()
|
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|
else:
|
||||||
|
self.source = page.read()
|
||||||
|
|
||||||
|
|
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def find_links(self):
|
def find_links(self):
|
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@@ -75,7 +87,7 @@ class WebPage(object):
|
|||||||
'''
|
'''
|
||||||
hrefs = set()
|
hrefs = set()
|
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|
|
||||||
soup = BeautifulSoup(self.source, 'lxml') # handle no source
|
soup = BeautifulSoup(self.source, 'lxml')
|
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links = soup.find_all('a', href=True)
|
links = soup.find_all('a', href=True)
|
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|
|
||||||
for link in links:
|
for link in links:
|
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@@ -92,32 +104,37 @@ class WebPage(object):
|
|||||||
Iterate through the list of discovered URLs and add them to the
|
Iterate through the list of discovered URLs and add them to the
|
||||||
pool if they start with the base URL.
|
pool if they start with the base URL.
|
||||||
'''
|
'''
|
||||||
self.urls_to_crawl = set()
|
for url in self.discovered_hrefs:
|
||||||
|
if url.startswith(self.base_url) and self.robots.check(url):
|
||||||
for url in self.discovered_hrefs: #handle no hrefs found
|
sanitised_url = sanitise_url(url=url)
|
||||||
if url.startswith(self.url):
|
self.urls_to_crawl.add(sanitised_url)
|
||||||
if self.robots.check(url):
|
|
||||||
sanitised_url = sanitise_url(url=url)
|
|
||||||
self.urls_to_crawl.add(sanitised_url)
|
|
||||||
|
|
||||||
|
|
||||||
def list_urls(self):
|
def list_urls(self):
|
||||||
'''
|
'''
|
||||||
Returns the contents of the
|
Returns all valid discovered URLs.
|
||||||
'''
|
'''
|
||||||
|
|
||||||
return self.urls_to_crawl
|
return self.urls_to_crawl
|
||||||
|
|
||||||
|
|
||||||
def run(self):
|
def run(self):
|
||||||
|
'''
|
||||||
|
Attempt to get the page's source and if successful, iterate through it
|
||||||
|
to find any links we can crawl.
|
||||||
|
'''
|
||||||
try:
|
try:
|
||||||
self.get_source()
|
self.get_source()
|
||||||
except Exception as e:
|
except Exception:
|
||||||
print(e)
|
# skip if we didn't retrieve the source.
|
||||||
|
pass
|
||||||
|
|
||||||
if self.source:
|
if self.source:
|
||||||
self.find_links()
|
self.find_links()
|
||||||
self.parse_urls()
|
self.parse_urls()
|
||||||
|
return True
|
||||||
|
else:
|
||||||
|
return False
|
||||||
|
|
||||||
|
|
||||||
class RobotsTxt(object):
|
class RobotsTxt(object):
|
||||||
@@ -126,6 +143,9 @@ class RobotsTxt(object):
|
|||||||
'''
|
'''
|
||||||
|
|
||||||
def __init__(self, base_url=None):
|
def __init__(self, base_url=None):
|
||||||
|
'''
|
||||||
|
Manually retrieve robots.txt to allow us to set the user-agent.
|
||||||
|
'''
|
||||||
self.base_url = base_url
|
self.base_url = base_url
|
||||||
self.headers = {'User-Agent': 'Mozilla/5.0 (X11; Linux x86_64; rv:61.0) Gecko/20100101 Firefox/61.0'}
|
self.headers = {'User-Agent': 'Mozilla/5.0 (X11; Linux x86_64; rv:61.0) Gecko/20100101 Firefox/61.0'}
|
||||||
|
|
||||||
@@ -149,7 +169,7 @@ class RobotsTxt(object):
|
|||||||
|
|
||||||
def check(self, url):
|
def check(self, url):
|
||||||
'''
|
'''
|
||||||
needs a docstring
|
Test if robots allows us to crawl that URL.
|
||||||
'''
|
'''
|
||||||
return self.robots.can_fetch("*", url)
|
return self.robots.can_fetch("*", url)
|
||||||
|
|
||||||
|
|||||||
Reference in New Issue
Block a user