環境:
ubuntu16.04
python3.5
python庫: selenium, pyquery,pymongo, re
要求:
設置×××面瀏覽器訪問,并將商品列表存入mongoDB數據庫.
分析過程暫時略過
代碼:
#!/usr/bin/env python# -*- coding:utf-8 -*-"""1.爬取淘寶美食的流程- 搜索關鍵字: 用selenium打開瀏覽器,模擬輸入關鍵字,并搜索對應的商品列表.- 分析頁碼并翻頁,模擬翻頁,查看到所有頁面的商品列表.- 分析并提取商品,利用Pyquery分析源碼,解析得到商品列表.- 存儲到MONGODB數據庫,將商品列表信息存儲到mongoDB數據庫."""from selenium import webdriverfrom selenium.webdriver.common.by import Byfrom selenium.webdriver.support.ui import WebDriverWaitfrom selenium.webdriver.support import expected_conditions as ECfrom selenium.common.exceptions import TimeoutExceptionfrom pyquery import PyQuery as pqimport refrom anli.mongoconfig import *import pymongoclient = pymongo.MongoClient(MONGO_URL)db = client[MONGO_DB]#設置×××面訪問opt = webdriver.FirefoxOptions()opt.set_headless()browser = webdriver.Firefox(options=opt)#等待瀏覽器加載頁面成功.wait = WebDriverWait(browser,10)def search(): try: # 后臺打開瀏覽器 browser.get('https://www.taobao.com') # 用CSS選擇器復制搜索框 input = wait.until( EC.presence_of_element_located((By.CSS_SELECTOR, '#q')) ) # 找到搜索按鈕. submit = wait.until( # EC.element_to_be_clickable((By.CSS_SELECTOR,'#J_TSearchForm .search-button'))) EC.element_to_be_clickable((By.CSS_SELECTOR,'#J_TSearchForm > div.search-button > button'))) # 輸入關鍵字 input.send_keys('美食') # 點擊搜索按鈕. submit.click() # 輸出總共的頁數. total=wait.until(EC.presence_of_element_located((By.CSS_SELECTOR,'.total'))) # 調取商品列表的函數. get_products() return total.text except TimeoutException: #超時錯誤. return search()# 翻頁def next_page(page_number): try: #注意在firefox和chrome瀏覽器復制出來的元素不太一樣. #要傳入的頁碼: 到第幾頁 input = wait.until( EC.presence_of_element_located((By.CSS_SELECTOR,'input.input:nth-child(2)')) ) #復制確定按鈕的元素: submit = wait.until(EC.element_to_be_clickable((By.CSS_SELECTOR,'span.btn:nth-child(4)'))) #清除頁碼 input.clear() #輸入當前頁碼 input.send_keys(page_number) #點擊確定按鈕. submit.click() #判斷當前頁碼是否是當前數字: 復制高亮頁碼數. wait.until(EC.text_to_be_present_in_element((By.CSS_SELECTOR,'span.num'),str(page_number))) get_products() except TimeoutException: next_page(page_number)#解析jquery源碼def get_products(): #商品列表: wait.until(EC.presence_of_element_located((By.CSS_SELECTOR,'#mainsrp-itemlist .items .item'))) # 獲取網頁源碼 html = browser.page_source doc = pq(html) items = doc('#mainsrp-itemlist .items .item').items() for item in items: #定義商品列表詳細信息的字典 product = { 'title': item.find('.title').text(), 'price': item.find('.price').text(), 'image': item.find('.pic .img').attr('src'), 'shop': item.find('.shop').text(), 'deal': item.find('.deal-cnt').text()[:-3], 'location': item.find('.location').text() } print(product) #將商品列表信息保存到mongoDB數據庫. save_to_mongo(product)def save_to_mongo(result): try: if db[MONGO_TABLE].insert(result): print('存儲到mongodb成功',result) except Exception: print('存儲到mongodb失敗',result)def main(): total = search() # 用正則表達式只匹配出數字,并打印數字. total = int(re.compile('(/d+)').search(total).group(1)) print(total) for i in range(2,total + 1): next_page(i)if __name__=='__main__': main() #關閉×××面瀏覽器. browser.quit()#mongoconfig.py#!/usr/bin/env python# -*- coding:utf-8 -*-MONGO_URL = 'localhost'MONGO_DB = 'taobao'MONGO_TABLE = 'meishi'
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