python3爬虫-分析Ajax，抓取今日头条街拍美图

# coding=utf-8
from urllib.parse import urlencode
import requests
from requests.exceptions import RequestException,Timeout
import json
from bs4 import BeautifulSoup
from pymongo import MongoClient
from multiprocessing import Pool
import os
import string
from hashlib import md5

def get_response(url):
    try:
        headers = {
            "user-agent": "Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/62.0.3202.62 Safari/537.36"
        }
        # proxies = {'http':'118.11.2.3:8080'}
        response = requests.get(url, headers=headers, timeout=5)
        print(url + 'request success')
        return response
    except Timeout:
        print(url + 'request timeout')

def get_page_index(offset, keyword):

    data = {
        "offset": offset,
        "format": "json",
        "keyword": keyword,
        "autoload": "true",
        "count": "20",
        "cur_tab": "1",
        "from":"search_tab"
    }

    url = "https://www.toutiao.com/search_content/?" + urlencode(data)
    print(url)
    try:
        response = get_response(url)
        print(response.status_code)
        if response.status_code == 200:
            return response.text
        return None
    except RequestException:
        print('request error')
        return None

def conn_mongodb():
    client = MongoClient('localhost', 27017)
    db = client['jiepai']
    jiepai = db['jiepai']
    return jiepai

def save_image_url(data):
    jiepai = conn_mongodb()
    jiepai.update({'title':data.get('title')}, {'$set':data}, upsert=True)

def get_image_url():
    jiepai = conn_mongodb()
    data = jiepai.find({}, {'title': 1, 'images_list': 1, '_id': 0})
    return data

def download_image(data):

    base_dir = os.path.abspath(os.path.dirname(__file__))
    if not os.path.exists(base_dir + '\jiepai'):
        os.mkdir(base_dir + '\jiepai')
    for item in data:
        print(item.get('title'))
        title = item.get('title')
        images_list = item.get('images_list')
        print('images_lsit',images_list)
        # every file name
        file_name = title.strip(string.punctuation)
        file_name = str(file_name).replace('?','')
        if not os.path.exists(base_dir + '\jiepai/' + file_name):
            os.mkdir(base_dir + '\jiepai\\' + file_name)
        # save images path
        file_path = base_dir + '\jiepai\\' + file_name
        for image_url in images_list:
            print(image_url)
            response = get_response(image_url)
            html = response.content
            image_name = md5(html).hexdigest() + '.jpg'

            with open(file_path + '\\' + image_name, 'wb') as f:
                f.write(html)
                print('download success')

def parse_page_index(html):
    data = json.loads(html)
    if data and 'data' in data.keys():
        for item in data.get('data'):
            a_gourp_image_detail = {}
            images_list = []
            title = item.get('title')
            # print(title)
            if title is not None:
                a_gourp_image_detail['title'] = title
                images = item.get('image_detail')
                # print(images)
                if images:
                    for image in images:
                        # print(image.get('url'))
                        images_list.append(image.get('url'))
            # if images_list:
            a_gourp_image_detail['images_list'] = list(set(images_list))
            print(a_gourp_image_detail)
            save_image_url(a_gourp_image_detail)

def main(offset):

    html = get_page_index(offset, '街拍')
    # print(html)
    parse_page_index(html)

if __name__ == "__main__":
    # 多进程爬取图片链接，并保存到 Mongodb
    # groups = [x*20 for x in range(0,5)]
    # pool = Pool()
    # pool.map(main, groups)

    # 从 mongodb 中获取链接，多进程下载图片，并保存
    data = get_image_url()
    datas = [item for item in data]

    pool = Pool()
    pool.map(download_image, data)
    # download_image()