Python爬虫:requests多进程爬取猫眼电影榜单
程序员文章站
2022-03-02 19:25:13
...
思路:
抓取单页 -> 解析信息 -> 保存文件 -> 多线程循环
TOP100榜单地址:http://maoyan.com/board/4
代码实现
# 爬取猫眼电影榜单
import time
import json
import requests
from pyquery import PyQuery
from multiprocessing import Pool
from requests.exceptions import RequestException
def get_one_page(url):
# 获取一个页面
headers = {"User-Agent": "Mozilla/5.0"}
try:
response = requests.get(url, headers=headers)
if response.status_code != 200:
return None
except RequestException:
return None
return response.text
def pase_one_page(text):
# 解析页面内容
doc = PyQuery(text)
for info in doc("dl.board-wrapper dd").items():
dct = {}
dct["index"] = info.find(".board-index").text()
dct["name"] = info.find("p.name a").text()
dct["star"] = info.find("p.star").text()
dct["releasetime"] = info.find("p.releasetime").text()
dct["score"] = info.find(".score").text()
yield dct
def write_to_file(content):
# 写入文件
with open("data.txt", "a", encoding="utf-8") as f:
f.write(json.dumps(content, ensure_ascii=False)+"\n")
def main(offset):
# 程序入口
url = "http://maoyan.com/board/4?offset={offset}"
text = get_one_page(url.format(offset=offset))
for item in pase_one_page(text):
write_to_file(item)
if __name__ == "__main__":
start = time.time()
# 循环抓取,翻页
# for i in range(10):
# main(i * 10)
# 3.06 6.18 4.12 3.68 3.98
# 多进程抓取,翻页
pool = Pool()
pool.map(main, [i*10 for i in range(10)])
end = time.time()
print(end-start)
# 0.67 0.68 0.67 1.82 0.64
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