Python使用Selenium模块模拟浏览器抓取斗鱼直播间信息示例
本文实例讲述了Python使用Selenium模块模拟浏览器抓取斗鱼直播间信息。分享给大家供大家参考，具体如下：
import time
from multiprocessing import Pool
from selenium import webdriver
from selenium.webdriver.common.by import By
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
from selenium.common.exceptions import TimeoutException
from bs4 import BeautifulSoup
from pymongo import MongoClient
from pymongo.errors import PyMongoError
# monogdb配置信息
MONGO_HOST = "localhost"
MONGO_DATABASE = "douyu"
MONGO_TABLE = "zhibo"
client = MongoClient(host=MONGO_HOST)
db = client[MONGO_DATABASE]
# PhantomJS 命令行相关配置
# 参见 http://phantomjs.org/api/command-line.html
SERVICE_ARGS = ['--disk-cache=true', '--load-images=false']
# driver = webdriver.Chrome() # 有界面
driver = webdriver.PhantomJS(service_args=SERVICE_ARGS) # 无界面
delay = 10
wait = WebDriverWait(driver, delay)
driver.maximize_window()
def get_total_pages():
url = 'https://www.douyu.com/directory/all'
driver.get(url)
pages = int(driver.find_element_by_css_selector(
'.shark-pager-dot + .shark-pager-item').text)
print("正在获取第1页数据")
room_list = get_rooms_by_beautifulsoup()
save_to_monogodb(room_list)
return pages
# 根据页码获取指定页数据，并将其保存到数据库中
def parse_page(page_num):
print("正在获取第%d页数据" % page_num)
try:
page_num_box = wait.until(
EC.presence_of_element_located(
(By.CSS_SELECTOR, "input.jumptxt")))
go_btn = wait.until(EC.element_to_be_clickable(
(By.CSS_SELECTOR, 'a.shark-pager-submit')))
page_num_box.clear()
page_num_box.send_keys(page_num)
go_btn.click()
# driver.execute_script("window.scrollTo(0, document.body.scrollHeight);")
# time.sleep(0.1)
wait.until(
EC.text_to_be_present_in_element(
(By.CSS_SELECTOR,
'.shark-pager-item.current'),
str(page_num)))
# 对于By.CLASS_NAME invalid selector: Compound class names not permitted
room_list = get_rooms_by_beautifulsoup()
save_to_monogodb(room_list)
except TimeoutException:
print("请求第%d页失败" % page_num)
print("尝试重新获取第%d页" % page_num)
return parse_page(page_num)
# 通过bs4解析数据
def get_rooms_by_beautifulsoup():
'''
通过bs4库解析数据
获取直播间的名称，观看人数,标签，主播名
'''
wait.until(EC.presence_of_element_located(
(By.CSS_SELECTOR, "ul#live-list-contentbox > li")))
html = driver.page_source
soup = BeautifulSoup(html, 'lxml')
rooms = soup.select('ul#live-list-contentbox > li')
for room in rooms:
room_name = room.find(
'h3', attrs={
'class': 'ellipsis'}).get_text(
strip=True)
view_count = room.find('span', class_='dy-num fr').text
tag = room.find('span', class_='tag ellipsis').text
hostname = room.find('span', class_='dy-name ellipsis fl').text
#print("房间名: " + room_name + "\t观看人数: " + view_count + "\t标签: " + tag + "\t主播名: " + hostname)
yield {
'room_name': room_name,
'view_count': view_count,
'tag': tag,
'hostname': hostname,
}
def save_to_monogodb(room_list):
for room in room_list:
try:
db[MONGO_TABLE].insert(room) # insert支持插入多条数据
print("mongodb插入数据成功:", room)
except PyMongoError as e:
print("mongodb插入数据失败:", room, e)
if __name__ == '__main__':
try:
total_pages = get_total_pages()
for page_num in range(2, total_pages + 1):
parse_page(page_num)
except Exception as e:
print("出错了", e)
finally: # 确保 浏览器能正常关闭
print("共有%d页" % total_pages)
driver.close()
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