#!/usr/bin/env python
# -*- coding:utf-8 -*-
"""
流程框架:
1.搜索关键词,利用selenium驱动浏览器搜索关键词,查询得到商品列表
2.分析页码并翻页,得到商品页码数,模拟翻页,得到后续页面的商品列表
3.分析提取商品内容,利用PyQuery分析源码,解析得到商品列表
4.存储至MongoDB,将商品列表信息存储到Mongodb数据库
"""
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 re
from pyquery import PyQuery as pq
import pymongo
LOCATION = "localhost"
MONGO_DB = 'taobao'
MONGO_TABLE = "taobao"
KEYWORD = '零食'
client = pymongo.MongoClient(LOCATION)
db = client[MONGO_DB]
driver = webdriver.PhantomJS(service_args=['--load-images=false', ])
wait = WebDriverWait(driver, 20)
driver.set_window_size(1366, 768)
def search(keyword):
print("正在搜索关键字:%s" % keyword)
try:
driver.get('http://www.taobao.com')
element = wait.until(
EC.presence_of_element_located((By.CSS_SELECTOR, "#q"))
)
submit = wait.until(EC.element_to_be_clickable((By.CSS_SELECTOR, '.btn-search')))
element.clear()
element.send_keys(keyword)
submit.click()
total = wait.until(EC.presence_of_element_located((By.CSS_SELECTOR, '.total')))
get_product()
return total.text
except TimeoutException:
search(keyword)
def next_page(page_number):
print("正在翻页:%s" % page_number)
flag = False
try:
element = WebDriverWait(driver, 20).until(
EC.presence_of_element_located((By.CSS_SELECTOR, 'input.input:nth-child(2)')))
submit = WebDriverWait(driver, 20).until(
EC.element_to_be_clickable((By.CSS_SELECTOR, 'span.btn:nth-child(4)')))
element.clear()
element.send_keys(page_number)
submit.click()
wait.until(EC.text_to_be_present_in_element((By.CSS_SELECTOR, 'span.num'), str(page_number)))
get_product()
flag = True
except TimeoutException:
next_page(page_number)
except Exception as e:
print(e)
return flag
def get_product():
print("正在获取产品信息...")
try:
wait.until(EC.presence_of_element_located((By.CSS_SELECTOR, '#mainsrp-itemlist .items .item')))
html = driver.page_source
doc = pq(html)
items = doc('#mainsrp-itemlist .items .item').items()
for item in items:
product = {
"img": item.find(".pic-box div a img").attr('src'),
'title': item.find(".title a").text(),
"sales": item.find(".deal-cnt").text(),
"shop": item.find(".shopname").text(),
"location": item.find(".location").text(),
"price": item.find(".price strong").text()
}
save_to_mongo(product)
except Exception as e:
print(e)
def save_to_mongo(result):
try:
if db[MONGO_TABLE].insert(result):
print("产品信息成功保存到mongodb", result)
except Exception as e:
print("保存失败!", e)
def main():
page = search(KEYWORD)
page = re.compile("\d+").search(page).group(0)
flag = ''
for i in range(2, int(page) + 1):
flag = next_page(i)
return flag
if __name__ == "__main__":
main()