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"""
基于Redis的多线程爬虫
"""
import hashlib
import io
import json
from concurrent.futures.thread import ThreadPoolExecutor
from threading import local
from urllib.parse import urljoin, urlparse
import MySQLdb
import bs4
import redis
import requests
MAX_DEPTH = 2
seed_url = 'https://sports.sohu.com/'
netloc = urlparse(seed_url).netloc
def _force_bytes(data):
if type(data) != bytes:
if type(data) == str:
data = data.encode()
elif type(data) == io.BytesIO:
data = data.getvalue()
else:
data = bytes(data)
return data
def make_md5_digest(data):
"""生成MD5摘要"""
data = _force_bytes(data)
return hashlib.md5(data).hexdigest()
thread_local = local()
def get_redis_connection():
if not hasattr(thread_local, 'redis_cli'):
redis_cli = redis.Redis(host='47.104.31.138', port=54321, password='1Qaz2Wsx')
setattr(thread_local, 'redis_cli', redis_cli)
return getattr(thread_local, 'redis_cli')
def get_db_connection():
if not hasattr(thread_local, 'conn'):
conn = MySQLdb.connect(host='47.104.31.138', port=3306,
user='hellokitty', password='Hellokitty.618',
database='sohu', charset='utf8',
autocommit=True)
setattr(thread_local, 'conn', conn)
return getattr(thread_local, 'conn')
def write_to_db(url, content, digest):
try:
with get_db_connection().cursor() as cursor:
cursor.execute(
'insert into tb_page (url, content, digest) values (%s, %s, %s)',
(url, content, digest)
)
except MySQLdb.MySQLError as err:
print(err)
def fix_url(curr_url, href):
if href.startswith('//'):
href = f'http:{href}'
elif href.startswith('/'):
href = urljoin(curr_url, href)
elif href.startswith('mailto') or href.startswith('javascript')\
or href.startswith('#') or href.startswith('?'):
href = ''
href = href.replace('!\'\'}', '')
return urljoin('http://', href) if href else href
def fetch_page(curr_url, depth):
redis_cli = get_redis_connection()
try:
resp = requests.get(curr_url, timeout=1)
write_to_db(curr_url, resp.text, make_md5_digest(resp.text))
soup = bs4.BeautifulSoup(resp.text, 'lxml')
if depth < MAX_DEPTH:
all_anchors = soup.find_all('a')
for anchor in all_anchors:
href = anchor.attrs.get('href', '')
href = fix_url(curr_url, href)
if urlparse(href).netloc == netloc:
redis_cli.rpush(
'spider:sohu:new_urls',
json.dumps({'href': href, 'depth': depth + 1})
)
except Exception as ex:
print(ex)
def main():
redis_cli = get_redis_connection()
redis_cli.rpush(
'spider:sohu:new_urls',
json.dumps({'href': seed_url, 'depth': 0})
)
with ThreadPoolExecutor(max_workers=32) as t_pool:
future = None
while redis_cli.llen('spider:sohu:new_urls') > 0 \
or (future and not future.done()):
data = redis_cli.lpop('spider:sohu:new_urls')
if data:
url_info = json.loads(data)
curr_url, depth = url_info['href'], url_info['depth']
if not redis_cli.sismember('spider:sohu:visited_urls', curr_url):
redis_cli.sadd('spider:sohu:visited_urls', curr_url)
future = t_pool.submit(fetch_page, curr_url, depth)
if __name__ == '__main__':
main()
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