毒舌电影社区爬虫

2017-09-27 本文已影响104人 Evtion

上一次写了scrapy-redis分布式爬虫的环境搭建，现在以毒舌电影社区为例子编写毒舌电影社区的分布式爬虫例子。如果对于scrapy-redis的环境搭建不熟悉，可以直接参考 scrapy-redisf实现分布式爬虫；分析毒舌电影社区需要Fiddler进行抓包，这部分可以直接参考 fiddler抓取摩拜单车数据包教程。下面直接给出电影评论接口地址以及参数。

1.通过Fiddler抓包分析，可以得到电影评论的接口，以及传递的参数如下，其中count表示每次调用接口返回的点评条数，startIndex就是下一条的起始index，userid是用户id(如果为0，代表用户没有登录)

接口地址：
https://dswxapp.dushemovie.com/dsmovieapi/ssl/daily_recmd/list_daily_recmd_dynamic/3
传递参数：
{"count":"20","startIndex":"0","userId":"0"}

1. 毒舌电影社区基本架构图，数据库Redis维持公共的requestUrl队列，实现去重和保存爬取到的item，MongoDB保存所有的数据。Master主机首先提取url到redis，slave从中提取url，并且把爬取到url保存会redis。Master同样提取url到redis，并且从中获取url进行爬取。
  
  scrapy-redis架构图
1. 文件如下：

文件分布

4.爬取逻辑spiders源码,spider直接继承scrapy-reids的RedisSpider，保存在Redis数据库的DuzhemovieSpider的starturl中：

  # -*- coding: utf-8 -*-
  import json
  from scrapy import Request
  from time import sleep
  import logging
  from scrapy_redis.spiders import RedisSpider
  class DuzhemovieSpider(RedisSpider):
    name = "duzhemovie"
    # allowed_domains = ["dushemovie.com"]
    # start_urls = ['http://dushemovie.com/']
    redis_key:"DuzhemovieSpider:start_urls" 
    url="https://dswxapp.dushemovie.com/dsmovieapi/ssl/daily_recmd/list_daily_recmd_dynamic/3"
    postBody={"count":"20","startIndex":"0","userId":"0"}
    def start_requests(self):
        yield Request(url=self.url,method="POST",body=str(self.postBody),callback=self.parse)
    def parse(self, response):
        jsonData=json.loads(response.body.decode('UTF-8'))
        yield jsonData
        while True:
            sleep(1)
            self.postBody["startIndex"]=str(int(self.postBody['startIndex'])+20)
            yield Request(url=self.url,method="POST",body=str(self.postBody),callback=self.parse)

5.pipelines保存数据item在远程阿里云自建数据库MongoDB上，因为数据都是json格式，所以item模块没有定义字段值，直接把json格式数据写进MongoDB数据库里面。源码如下：

# -*- coding: utf-8 -*-

# Define your item pipelines here
#
# Don't forget to add your pipeline to the ITEM_PIPELINES setting
# See: http://doc.scrapy.org/en/latest/topics/item-pipeline.html


import pymongo
from scrapy.exceptions import DropItem
class MongoPipeline(object):
    collection_name="users"
    def __init__(self,mongo_uri,mongo_db,mongo_user,mongo_pass):
        self.mongo_uri=mongo_uri
        self.mongo_db=mongo_db
        self.mongo_user=mongo_user
        self.mongo_pass=mongo_pass
    @classmethod
    def from_crawler(cls,crawler):
        return cls(mongo_uri=crawler.settings.get('MONGO_URI'),mongo_db=crawler.settings.get('MONGO_DATABASE'),mongo_user=crawler.settings.get("MONGO_USER"),mongo_pass=crawler.settings.get("MONGO_PASS"))
    def open_spider(self, spider):
        self.client = pymongo.MongoClient(self.mongo_uri)
        self.db = self.client[self.mongo_db]
        self.db.authenticate(self.mongo_user,self.mongo_pass)
        
    def close_spider(self, spider):
        self.client.close()

    def process_item(self, item, spider):
        # self.db[self.collection_name].update({'url_token': item['url_token']}, {'$set': dict(item)}, True)
        # return item
        if item["dynamicDataList"]==None:
            raise DropItem("Data is None")
        else:
            self.db[self.collection_name].insert(dict(item))
            return item

6.项目设置模块，主要设置MongoDB的地址，用户，密码以及Redis数据库的用户名与密码，以及常见的一些scrapy控制爬取速率和item，middleWare顺序。

 lines (94 sloc)  4 KB
# -*- coding: utf-8 -*-

# Scrapy settings for dushe project
#
# For simplicity, this file contains only settings considered important or
# commonly used. You can find more settings consulting the documentation:
#
#     http://doc.scrapy.org/en/latest/topics/settings.html
#     http://scrapy.readthedocs.org/en/latest/topics/downloader-middleware.html
#     http://scrapy.readthedocs.org/en/latest/topics/spider-middleware.html

BOT_NAME = 'dushe'

SPIDER_MODULES = ['dushe.spiders']
NEWSPIDER_MODULE = 'dushe.spiders'


# Crawl responsibly by identifying yourself (and your website) on the user-agent
#USER_AGENT = 'dushe (+http://www.yourdomain.com)'

# Obey robots.txt rules
ROBOTSTXT_OBEY = False

# Configure maximum concurrent requests performed by Scrapy (default: 16)
#CONCURRENT_REQUESTS = 32

# Configure a delay for requests for the same website (default: 0)
# See http://scrapy.readthedocs.org/en/latest/topics/settings.html#download-delay
# See also autothrottle settings and docs
#DOWNLOAD_DELAY = 3
# The download delay setting will honor only one of:
#CONCURRENT_REQUESTS_PER_DOMAIN = 16
#CONCURRENT_REQUESTS_PER_IP = 16

# Disable cookies (enabled by default)
#COOKIES_ENABLED = False

# Disable Telnet Console (enabled by default)
#TELNETCONSOLE_ENABLED = False

# Override the default request headers:
DEFAULT_REQUEST_HEADERS = {
    'Host': 'dswxapp.dushemovie.com',
    'Content-Type': 'application/json',
    'Accept-Language':' zh-cn',
    'Accept-Encoding': 'gzip, deflate',
    'Connection':' keep-alive',
    'Accept': '*/*',
    'User-Agent': 'Mozilla/5.0 (iPhone; CPU iPhone OS 10_0_1 like Mac OS X) AppleWebKit/602.1.50 (KHTML, like Gecko) Mobile/14A403 MicroMessenger/6.5.16 NetType/WIFI Language/zh_CN',
    'Referer': 'https://servicewechat.com/wxae1df0a33ef19e00/18/page-frame.html',
    'acw_tc':'AQAAAGEFNWv+5AsARUVJ3wWxzmZzc+SK; Path=/; HttpOnly',
    'Expires': 'Thu, 01 Jan 1970 00:00:00 GMT',
    'di': {"uid":0,"sysType":1,"versionCode":1,"channelCode":"WeChat Small App","lang":"zh_CN","local":"CN","sign":"null"}
}

# Enable or disable spider middlewares
# See http://scrapy.readthedocs.org/en/latest/topics/spider-middleware.html
#SPIDER_MIDDLEWARES = {
#    'dushe.middlewares.DusheSpiderMiddleware': 543,
#}

# Enable or disable downloader middlewares
# See http://scrapy.readthedocs.org/en/latest/topics/downloader-middleware.html
#DOWNLOADER_MIDDLEWARES = {
#    'dushe.middlewares.MyCustomDownloaderMiddleware': 543,
#}

# Enable or disable extensions
# See http://scrapy.readthedocs.org/en/latest/topics/extensions.html
#EXTENSIONS = {
#    'scrapy.extensions.telnet.TelnetConsole': None,
#}

# Configure item pipelines
# See http://scrapy.readthedocs.org/en/latest/topics/item-pipeline.html
ITEM_PIPELINES = {
   'dushe.pipelines.MongoPipeline': 300,
   'scrapy_redis.pipelines.RedisPipeline': 301
}

# Enable and configure the AutoThrottle extension (disabled by default)
# See http://doc.scrapy.org/en/latest/topics/autothrottle.html
#AUTOTHROTTLE_ENABLED = True
# The initial download delay
#AUTOTHROTTLE_START_DELAY = 5
# The maximum download delay to be set in case of high latencies
#AUTOTHROTTLE_MAX_DELAY = 60
# The average number of requests Scrapy should be sending in parallel to
# each remote server
#AUTOTHROTTLE_TARGET_CONCURRENCY = 1.0
# Enable showing throttling stats for every response received:
#AUTOTHROTTLE_DEBUG = False

# Enable and configure HTTP caching (disabled by default)
# See http://scrapy.readthedocs.org/en/latest/topics/downloader-middleware.html#httpcache-middleware-settings
#HTTPCACHE_ENABLED = True
#HTTPCACHE_EXPIRATION_SECS = 0
#HTTPCACHE_DIR = 'httpcache'
#HTTPCACHE_IGNORE_HTTP_CODES = []
#HTTPCACHE_STORAGE = 'scrapy.extensions.httpcache.FilesystemCacheStorage'
HTTPERROR_ALLOWED_CODES = [404]
DOWNLOAD_DELAY = 3
MONGO_URI="remoteAddress"
MONGO_DATABASE='databaseName'
MONGO_USER="username"
MONGO_PASS="password"
SCHEDULER = "scrapy_redis.scheduler.Scheduler"
DUPEFILTER_CLASS = "scrapy_redis.dupefilter.RFPDupeFilter"
REDIS_URL = 'redis://username:password@remoteAddress:port'
SCHEDULER_IDLE_BEFORE_CLOSE = 10
SCHEDULER_PERSIST=False

爬取的数据展示如下：

数据库展示

github地址：https://github.com/laternkiwis/duSheCommunity

毒舌电影社区爬虫

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