最近项目有些需求,抓取淘宝的搜索商品,抓取的品类还多。直接用selenium+PhantomJS 抓取淘宝搜索商品,快速完成。
#-*- coding:utf-8 -*-
__author__ =‘‘
import logging
from selenium import webdriver
from selenium.common.exceptions import TimeoutException
from selenium.webdriver.common.by import By
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
import time,re
from tqdm import tqdm
from pyquery import PyQuery as pq
from tianmao.data_tmall import keywords
from dbutils import mysql_util
from config import retry_count
"""
抓取天猫,
"""
logging.basicConfig(level=logging.INFO,
???????????????????????format=‘%(asctime)s [%(levelname)s] [%(filename)s] [%(threadName)s] [line:%(lineno)d] [%(funcName)s] %(message)s‘,
???????????????????????datefmt=‘%Y-%m-%d %H:%M:%S‘)
class tianmao_spider(object):
???def __init__(self):
???????self.SERVICE_ARGS = [‘--disk-cache=true‘,‘--load-images=false‘]
???????self.target_url =‘https://www.tmall.com/‘
???????self.browser = webdriver.PhantomJS(service_args=self.SERVICE_ARGS)
???????self.wait = WebDriverWait(self.browser, 10) #设置10秒超时
???????self.browser.set_window_size(1400, 900)
???????# self.browser.add_cookie()
???????self.mysql_util = mysql_util()
???def search(self, category, keyword, page=2):
???????print(‘正在搜索:{0}‘.format(keyword))
???????total = 0
???????for i in range(0, retry_count): #重试3次,3次不成功则跳过
???????????try:
???????????????self.browser.get(self.target_url)
???????????????input = self.wait.until(
???????????????????EC.presence_of_element_located((By.CSS_SELECTOR, "#mq"))
???????????????)
???????????????submit = self.wait.until(
???????????????????EC.element_to_be_clickable((By.CSS_SELECTOR, ‘#mallSearch > form > fieldset > div > button‘)))
???????????????input.send_keys(keyword)
???????????????submit.click()
???????????????total = self.wait.until(
???????????????????EC.presence_of_all_elements_located((By.CSS_SELECTOR, ‘#content > div > div.ui-page > div > b.ui-page-skip > form‘)))
???????????????if page == 2: ?# 从首页开始抓取
???????????????????self.get_products(category, keyword)
???????????????total = int(re.compile(‘(\d+)‘).search(total[0].text).group(1))
???????????????break
???????????except TimeoutException as e:
???????????????logging.info("正在重试第{0}次,出现:{1}".format(i + 1, e))
???????????????if i == retry_count - 1: ?# 将类目和搜索关键字按字典写入txt
???????????????????f = open(‘tmall_retry_crawl.txt‘, ‘a‘, encoding=‘utf-8‘)
???????????????????f.write(category + ":" + keyword + ‘\n‘)
???????????????time.sleep(1)
???????return total
???def get_products(self, category, keyword):
???????self.wait.until(EC.presence_of_all_elements_located((By.CSS_SELECTOR, ‘#J_ItemList‘)))
???????html = self.browser.page_source
???????doc = pq(html)
???????items = doc(‘#J_ItemList .product‘).items()
???????for item in items:
???????????#下载图片
???????????img_url = item.find(‘img‘).attr(‘src‘) if item.find(‘img‘).attr(‘src‘) != None else item.find(
???????????????‘img‘).attr(‘data-src‘)
???????????if img_url != None:
???????????????if not str(img_url).startswith("http"):
???????????????????img_url = ‘http:{0}‘.format(img_url)
???????????????img_save_path = ‘‘ #IMG_PATH + ‘/{0}.jpg‘.format(uuid.uuid4())
???????????????#download_img(img_url, img_save_path)
???????????#获取详情页面
???????????item_url = item.find(‘a‘).attr(‘href‘)
???????????logging.info(‘详情页面url:{0}‘.format(item_url))
???????????if item_url == None:
???????????????item_detail = ‘‘
???????????else:
???????????????if not str(item_url).startswith(‘http‘):
???????????????????item_url = "https:" + item_url
???????????????# item_detail = get_item_detail(item_url)
???????????????item_detail = ‘‘
???????????#保存到MySQL
???????????product = {
???????????????‘target‘: ‘tmall‘,
???????????????‘category‘: category,
???????????????‘keyword‘: keyword,
???????????????‘item_url‘: item_url,
???????????????‘image_url‘: img_url,
???????????????‘image_save_path‘: img_save_path, #div:nth-child(3) >
???????????????‘title‘: item.find(‘div > div.productTitle‘).text(),
???????????????‘price‘: item.find(‘div > p.productPrice‘).text(),
???????????????‘deal‘: item.find(‘div > p.productStatus‘).text().replace(‘阿里旺旺‘,‘‘).strip(),
???????????????‘shop‘: item.find(‘div > div.productShop‘).text(),
???????????????‘location‘: ‘‘,
???????????????‘item_detail‘: item_detail,
???????????????‘create_time‘: time.strftime(‘%Y-%m-%d %H:%M:%S‘, time.localtime(time.time()))
???????????}
???????????self.mysql_util.sava_to_mysql(‘t_tmall‘, product)
???def next_page(self, page_number, category, keyword):
???????for i in range(0, retry_count): #重试3次
???????????try:
???????????????input = self.wait.until(
???????????????????EC.presence_of_element_located((By.CSS_SELECTOR, "#content > div > div.ui-page > div > b.ui-page-skip > form > input.ui-page-skipTo"))
???????????????)
???????????????submit = self.wait.until(EC.element_to_be_clickable(
???????????????????(By.CSS_SELECTOR, ‘#content > div > div.ui-page > div > b.ui-page-skip > form > button‘)))
???????????????input.clear()
???????????????input.send_keys(page_number)
???????????????submit.click()
???????????????self.wait.until(EC.element_to_be_clickable(
???????????????????(By.CSS_SELECTOR, ‘#content > div > div.ui-page > div > b.ui-page-skip > form > button‘)))
???????????????self.get_products(category, keyword)
???????????????break
???????????except TimeoutException as e:
???????????????logging.info(e)
???????????????time.sleep(0.5)
???????????????# self.next_page(page_number, category, keyword)
???def start_crawler(self, page=2):
???????try:
???????????for category in keywords.keys():
???????????????keyword_list = keywords[category]
???????????????for keyword in keyword_list:
???????????????????total = self.search(category, keyword, page=page)
???????????????????# total = int(re.compile(‘(\d+)‘).search(total).group(1))
???????????????????for i in tqdm(range(page, total + 1)):
???????????????????????print(‘总共{0}页,正在翻第{1}页,抓取类别:{2},搜索关键字:{3}‘.format(total, i, category, keyword))
???????????????????????self.next_page(i, category, keyword)
???????????????????if page != 2: ?# 下一个产品必须从第二页开始抓取,中断后可以直接从中断页继续抓取
???????????????????????page = 2
???????????????time.sleep(0.5)
???????except Exception as e:
???????????print(e)
???????finally:
???????????self.browser.close()
if __name__ == ‘__main__‘:
???tmall = tianmao_spider()
???tmall.start_crawler()
selenium+PhantomJS 抓取淘宝搜索商品
原文地址:https://www.cnblogs.com/hd-zg/p/8412693.html