Compare commits

...

12 Commits

7 changed files with 156 additions and 113 deletions

View File

@@ -13,14 +13,14 @@ pip install -r requirements.txt
Run:
```bash
python crawler.py -u https://urltocrawl.com [-c 100]
python async_crawler.py -u https://urltocrawl.com [-c 100]
```
Flags:
- -u/--url https://url.com
- `-u/--url https://url.com`
- The base URL is required.
- -c/--concurrency 100
- `-c/--concurrency 100`
- Specifying concurrency value is optional (defaults to 100).
## Results

View File

@@ -1,5 +1,5 @@
#!/usr/bin/env python
'''
Asynchronous web crawler written in Python 3.5+.
@@ -8,7 +8,7 @@ URLs discovered will be crawled.
The crawler takes a total of two arguments (concurrency is optional):
url: the base URL to begin the crawl from.
url: the root URL to begin the crawl from.
concurrency: the maximum number of pages which may be crawled concurrently.
'''
@@ -24,22 +24,36 @@ from utils.helpers import RobotsTxt, AsyncCrawler, standardise_url
def sanity_checks(url=None):
'''
Runs some basic sanity checks before the crawler is initialised.
Accepts:
url: the root URL to be crawled.
Returns:
rooturl: a string containing avalidated and cleaned version of the
initial URL.
robots: an object which allows us to query whether a site may be crawled.
'''
# ensure we have a sensible URL to work with
baseurl = standardise_url(url=url)
rooturl = standardise_url(url=url)
# get robots.txt
robots = RobotsTxt(base_url=baseurl)
robots = RobotsTxt(rooturl=rooturl)
# fail early if robots denies all crawling
if not robots.check(url=baseurl):
sys.exit("{baseurl} cannot be crawled (denied by robots.txt)".format(baseurl=baseurl))
if not robots.check(url=rooturl):
sys.exit("{0} cannot be crawled (denied by robots.txt)".format(
rooturl))
return(baseurl, robots)
return(rooturl, robots)
def render_sitemap(base_url=None, crawled_urls=None, runtime=None):
def render_sitemap(rooturl=None, crawled_urls=None, runtime=None):
'''
Renders the sitemap to an HTML file.
Accepts:
rooturl: string containing the root URL
crawled_urls: set containing discovered URLs
runtime: int representing run time of AsyncCrawler
'''
urlcount = len(crawled_urls)
sorted_urls = sorted(crawled_urls)
@@ -48,8 +62,8 @@ def render_sitemap(base_url=None, crawled_urls=None, runtime=None):
loader=jinja2.FileSystemLoader('templates')
).get_template('sitemap.html.j2')
rendered_html = template.render(
base_url=base_url, urlcount=urlcount, urls=sorted_urls, runtime=runtime)
rendered_html = template.render(rooturl=rooturl, urlcount=urlcount,
urls=sorted_urls, runtime=runtime)
with open('sitemap.html', 'w') as outfile:
outfile.write(rendered_html)
@@ -64,12 +78,14 @@ def main():
'''
starttime = datetime.now()
baseurl, robots = sanity_checks(url=args.url)
rooturl, robots = sanity_checks(url=args.url)
# create a crawler
async_crawler = AsyncCrawler(baseurl=baseurl, robots=robots, concurrency=args.concurrency)
async_crawler = AsyncCrawler(rooturl=rooturl, robots=robots,
concurrency=args.concurrency)
# create a task to run the crawler, run the loop and then gather the results.
# create a task to run the crawler, run the loop and then gather the
# results.
task = asyncio.Task(async_crawler.main())
loop = asyncio.get_event_loop()
loop.run_until_complete(task)
@@ -78,15 +94,15 @@ def main():
runtime = int((datetime.now() - starttime).total_seconds())
render_sitemap(base_url=baseurl, crawled_urls=results, runtime=runtime)
render_sitemap(rooturl=rooturl, crawled_urls=results, runtime=runtime)
if __name__ == '__main__':
parser = argparse.ArgumentParser(description='Recursive web crawler')
parser.add_argument("-u", "--url", required=True, help="Initial url to crawl")
parser.add_argument("-u", "--url", required=True, help="Initial url")
parser.add_argument("-c", "--concurrency", required=False, type=int,
default=100, help="Max number of pages to crawl concurrently")
default=100, help="Max pages to crawl concurrently")
args = parser.parse_args()
main()

View File

@@ -18,39 +18,9 @@
* better exception handling
* randomise output filename
### Async bits
### talking points
in `__main__`:
```python
loop = asyncio.get_event_loop()
try:
loop.run_until_complete(main())
finally:
loop.close()
```
* initialises loop and runs it to completion
* needs to handle errors (try/except/finally)
```python
async def run(args=None):
tasks = []
for url in pool:
tasks.append(url)
# for i in range(10):
# tasks.append(asyncio.ensure_future(myCoroutine(i)))
# gather completed tasks
await asyncio.gather(*tasks)
```
Getting the contents of the page needs to be async too
```python
async def get_source():
blah
blah
await urlopen(url)
```
- token bucket algo to enforce n requests per second
- read up on bucket algo types
- re-structuring AsyncCrawler to be more testable
- use exponential backoff algo?

View File

@@ -4,7 +4,7 @@
</head>
<body>
<p>
Crawled {{ urlcount }} URLs on {{ base_url }} in ~{{ runtime }} seconds.
Crawled {{ urlcount }} URLs on {{ rooturl }} in ~{{ runtime }} seconds.
<ul>
{% for url in urls %}
<li><a href="{{ url }}">{{ url }}</a></li>

View File

@@ -0,0 +1,10 @@
<html>
<body>
<p>
<ul>
<li><a href="http://eu.httpbin.org/a/">http://eu.httpbin.org/a/</a></li>
<li><a href="http://eu.httpbin.org/b/">http://eu.httpbin.org/b/</a></li>
<li><a href="http://eu.httpbin.org/c/">http://eu.httpbin.org/c/</a></li>
</ul>
</body>
</html>

View File

@@ -1,34 +1,65 @@
#!/usr/bin/env python
import unittest
from utils.helpers import (sanitise_url)
from unittest import mock
from utils.helpers import RobotsTxt, standardise_url
class TestRobots(unittest.TestCase):
rooturl = 'http://eu.httpbin.org'
no_robots = 'https://www.simonweald.com'
test_paths = (('/', True), ('/deny', False))
robots = RobotsTxt(rooturl=rooturl)
norobots = RobotsTxt(rooturl=no_robots)
def test_robots_txt_deny(self):
'''
Asserts result is True or False.
'''
for path, allowed in self.test_paths:
result = self.robots.check(url=path)
self.assertIs(result, allowed)
def test_no_robots_txt(self):
'''
Ensure we can crawl if robots.txt isn't present.
'''
result = self.norobots.check(url='/')
self.assertTrue(result)
class TestUrls(unittest.TestCase):
base_url_list = (('eu.httpbin.org', 'http://eu.httpbin.org'),
('www.simonweald.com', 'http://www.simonweald.com'),
('http://www.github.com/', 'http://www.github.com'),
('https://www.github.com', 'https://www.github.com'))
rooturl = 'http://eu.httpbin.org'
urls_to_clean = (('https://www.github.com/', 'https://www.github.com/'),
('https://github.com/?foo=bar', 'https://github.com/'),
('https://github.com/#anchor', 'https://github.com/'))
rooturl_list = (('eu.httpbin.org', 'http://eu.httpbin.org'),
('http://eu.httpbin.org/', 'http://eu.httpbin.org'),
('https://eu.httpbin.org', 'https://eu.httpbin.org'))
urls_to_clean = (('http://eu.httpbin.org', 'http://eu.httpbin.org'),
('http://eu.httpbin.org/some/path/', 'http://eu.httpbin.org/some/path/'),
('http://eu.httpbin.org/index.html','http://eu.httpbin.org/index.html'),
('http://eu.httpbin.org/index.html?foo=bar', 'http://eu.httpbin.org/index.html'),
('http://eu.httpbin.org/index.html#anchor', 'http://eu.httpbin.org/index.html'))
def test_sanitise_base_url(self):
def test_standardise_rooturl(self):
'''
Tests whether a URL's protocol can be discovered if not provided.
Tests whether a base URL can be standardised to the format
proto://[sub].domain.tld.
'''
for url, target in self.base_url_list:
result = sanitise_url(url, base_url=True)
for url, target in self.rooturl_list:
result = standardise_url(url)
self.assertEqual(result, target)
def test_sanitise_url(self):
def test_standardise_url(self):
'''
Tests whether a URL's protocol can be discovered if not provided.
Ensure that fragments/anchors etc are stripped.
'''
for url, target in self.urls_to_clean:
result = sanitise_url(url)
result = standardise_url(url, rooturl=self.rooturl)
self.assertEqual(result, target)

View File

@@ -14,11 +14,22 @@ import urllib.robotparser
class AsyncCrawler(object):
'''
docstring
A concurrent recursive web crawler.
A recursive web crawler which finds all URLs local to the domains specified
in the `rooturl` argument.
Arguments:
rooturl: Root domain to begin crawling.
robots: RobotsTxt object for the rooturl.
concurrency: number of concurrent pages to crawl.
Returns:
All discovered pages in a set.
'''
def __init__(self, baseurl=None, robots=None, concurrency=None):
self.baseurl = baseurl
def __init__(self, rooturl=None, robots=None, concurrency=None):
self.rooturl = rooturl
self.robots = robots
self.crawled = set()
self.headers = {'Accept-Encoding': 'gzip, deflate',
@@ -26,10 +37,9 @@ class AsyncCrawler(object):
self.client_session = None
self.semaphore = asyncio.BoundedSemaphore(concurrency)
async def crawl_url(self, url=None):
'''
Crawls the given URL and finds all new URLs in the initial page.
Crawls the given URL and finds all new URLs in the given page.
'''
urls = []
source = await self.get_source(url)
@@ -38,32 +48,31 @@ class AsyncCrawler(object):
return urls
def validate_url(self, url=None):
'''
Ensures we have a valid URL to crawl and that the site's robots.txt
allows it.
'''
# ensure the URL is in a sane format
url = standardise_url(url=url, base_url=self.baseurl)
url = standardise_url(url=url, rooturl=self.rooturl)
if url and self.robots.check(url=url):
return url
else:
return False
async def get_source(self, url=None):
'''
Obtains the URL's source, provided it is HTML. Usage of semaphores
ensures only a certain number of coroutines can run at once.
ensures only a certain number of coroutines can run at any given
time.
'''
async with self.semaphore:
async with self.client_session.head(url, timeout=5) as head:
try:
data = await head.read()
except Exception as e:
print(e)
_ = await head.read()
except Exception:
pass
if 'text/html' in head.headers['Content-Type']:
async with self.client_session.get(url, timeout=5) as resp:
try:
@@ -71,7 +80,8 @@ class AsyncCrawler(object):
return source
except Exception:
return None
else:
return None
def find_all_urls(self, source=None):
'''
@@ -91,40 +101,38 @@ class AsyncCrawler(object):
return urls
async def run(self, urls=None):
'''
Crawls a batch of URLs of any size (resource usage is bounded by n
semaphores (where n = concurrency). Returns a set of URLs to be added
to the list of URLs which need to be crawled (find_all_urls only returns
unseen URLs).
to the list of URLs which need to be crawled (find_all_urls only
returns unseen URLs).
'''
tasks = []
all_urls = set()
for url in urls:
# mark the URL as seen.
self.crawled.add(url)
# create an coroutine to crawl the URL.
# create a task to crawl the URL.
tasks.append(self.crawl_url(url))
# wait for all tasks to complete.
for task in asyncio.as_completed(tasks):
urls = None
try:
# completed.append((await task))
# try getting all tasks as completed.
urls = await task
except Exception as e:
print(e)
except Exception:
# skip until all tasks have completed.
pass
# add the URLs to a set to be returned.
if urls:
for url in urls:
print('Found: {0}'.format(url))
all_urls.add(url)
return all_urls
async def main(self):
'''
Runs a crawl with batches of URLs. Once complete returns a list of all
@@ -132,15 +140,17 @@ class AsyncCrawler(object):
'''
self.client_session = aiohttp.ClientSession(headers=self.headers)
to_crawl = []
to_crawl.append(self.baseurl)
# add the root URL to initialise the crawler.
to_crawl.append(self.rooturl)
print('Crawling: {0}'.format(self.baseurl))
print('Crawling: {0}'.format(self.rooturl))
while len(to_crawl) > 0:
discovered_urls = await self.run(urls=to_crawl)
# empty toe crawl list and then add all newly discovered URLs for
# empty to_crawl list and then add all newly discovered URLs for
# the next iteration.
to_crawl.clear()
to_crawl.extend(discovered_urls)
print('{0} URLs crawled'.format(len(self.crawled)))
# close the ssions once all URLs have been crawled.
await self.client_session.close()
@@ -150,19 +160,23 @@ class AsyncCrawler(object):
class RobotsTxt(object):
'''
needs a docstring
Retrieve and query robots.txt for a given domain.
Retrieves and parses robots.txt for the given domain. Calling the check()
method returns True or False depending on whether crawling of that given
URL is allowed.
'''
def __init__(self, base_url=None):
def __init__(self, rooturl=None):
'''
Manually retrieve robots.txt to allow us to set the user-agent (works
around sites which disallow access to robots.txt without a sane
user-agent).
'''
self.base_url = base_url
self.rooturl = rooturl
self.headers = {'User-Agent': 'Mozilla/5.0 (X11; Linux x86_64; rv:61.0) Gecko/20100101 Firefox/61.0'}
robots_url = urljoin(self.base_url, 'robots.txt')
robots_url = urljoin(self.rooturl, 'robots.txt')
request = urllib.request.Request(robots_url, headers=self.headers)
robots = urllib.robotparser.RobotFileParser()
@@ -180,7 +194,6 @@ class RobotsTxt(object):
self.robots = robots
def check(self, url):
'''
Test if robots allows us to crawl that URL.
@@ -188,25 +201,27 @@ class RobotsTxt(object):
return self.robots.can_fetch("*", url)
def standardise_url(url=None, base_url=None):
def standardise_url(url=None, rooturl=None):
'''
If `base_url` is None then we attempt to standarise the URL to ensure it can
be prepended to relative URLs. If no scheme has been provided then we default
to http as any sane https-only site should 301 redirect http > https.
If `rooturl` is None then we attempt to standarise the URL to ensure it
can be prepended to relative URLs. If no scheme has been provided then we
default to http as any sane https-only site should 301 redirect http to
https.
If `base_url` is set, we standardise URLs to strip queries and fragments (we
don't want to scrape in-page anchors etc). Any relative URLs will be appended
to the base url.
If `rooturl` is set, we standardise URLs to strip queries and fragments
(we don't want to scrape in-page anchors etc). Any relative URLs will be
appended to the root url.
Returns a standardised URL as a string.
'''
default_proto = 'http'
delim = '://'
file_extensions = ('/', 'htm', 'html', 'xhtml', 'php', 'asp', 'aspx', 'cfm')
file_extensions = ('/', 'htm', 'html', 'xhtml', 'php', 'asp', 'aspx',
'cfm')
split_url = urlsplit(url)
if not base_url:
if not rooturl:
# This will sanitise the initial url provided by the user.
if split_url.scheme and split_url.scheme.startswith('http'):
return "".join([split_url.scheme, delim, split_url.netloc])
@@ -215,10 +230,11 @@ def standardise_url(url=None, base_url=None):
else:
# if url.endswith(file_extensions):
# Sanitise discovered URLs. We already expect them in the format
# protocol://base_url/path
# protocol://rooturl/path
if url.startswith('/'):
return urljoin(base_url, split_url.path)
elif url.startswith(base_url):
return "".join([split_url.scheme, delim, split_url.netloc, split_url.path])
return urljoin(rooturl, split_url.path)
elif url.startswith(rooturl):
return "".join([split_url.scheme, delim, split_url.netloc,
split_url.path])
return None