[爬虫]抓取知乎百万用户信息之爬虫模块


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本项目github地址:https://github.com/wangqifan/ZhiHu     

UserManage是获取用户信息的爬虫模块

public   class UserManage
    {
        private string html;

        private string url_token;

     }

构造函数

 

用户主页的uRL格式为"https://www.zhihu.com/people/"+url_token+"/following";

 public UserManage(string urltoken)
         {
             url_token = urltoken;
         }

先封装一个获取html页面的方法

 

 private bool GetHtml()

        {                

            string url="https://www.zhihu.com/people/"+url_token+"/following";

            html = HttpHelp.DownLoadString(url);

            return  !string.IsNullOrEmpty(html);

        }

拿到了html页面,接下来是剥取页面中的JSON,借助HtmlAgilityPack

public  void  analyse()
        {
                if (GetHtml())
                {
                    try
                    {
                        Stopwatch watch = new Stopwatch();
                        watch.Start();
                        HtmlDocument doc = new HtmlAgilityPack.HtmlDocument();
                        doc.LoadHtml(html);
                        HtmlNode node = doc.GetElementbyId("data");
                        StringBuilder stringbuilder =new StringBuilder(node.GetAttributeValue("data-state", ""));
                        stringbuilder.Replace(""", "'");           
                        stringbuilder.Replace("&lt;", "<");
                        stringbuilder.Replace("&gt;", ">");
                     
                        watch.Stop();
                       Console.WriteLine("分析Html用了{0}毫秒", watch.ElapsedMilliseconds.ToString());
                       
                    }
                    catch (Exception ex)
                    {
                        Console.WriteLine(ex.ToString());
                    }
                }
            
            }    

添加用户的关注列表的链接

 private void  GetUserFlowerandNext(string json)

        {

                 string foollowed = "https://www.zhihu.com/api/v4/members/" + url_token + "/followers?include=data%5B*%5D.answer_count%2Carticles_count%2Cfollower_count%2Cis_followed%2Cis_following%2Cbadge%5B%3F(type%3Dbest_answerer)%5D.topics&offset=0&limit=20";

                 string following = "https://www.zhihu.com/api/v4/members/" + url_token + "/followees?include=data%5B%2A%5D.answer_count%2Carticles_count%2Cfollower_count%2Cis_followed%2Cis_following%2Cbadge%5B%3F%28type%3Dbest_answerer%29%5D.topics&limit=20&offset=0";

                 RedisCore.PushIntoList(1, "nexturl", following);

                 RedisCore.PushIntoList(1, "nexturl", foollowed);

        }

 

对json数据进一步剥取,只要用户的信息,借助JSON解析工具Newtonsoft.Json

 

private void  GetUserInformation(string json)
        {  
                JObject obj = JObject.Parse(json);
                string xpath = "['" + url_token + "']";
                JToken tocken = obj.SelectToken("['entities']").SelectToken("['users']").SelectToken(xpath);
                RedisCore.PushIntoList(2, "User", tocken.ToString());
              
        }  
 

 

现在来完成下analyse函数
 public  void  analyse()
        {
                if (GetHtml())
                {
                    try
                    {
                        Stopwatch watch = new Stopwatch();
                        watch.Start();
                        HtmlDocument doc = new HtmlAgilityPack.HtmlDocument();
                        doc.LoadHtml(html);
                        HtmlNode node = doc.GetElementbyId("data");
                        StringBuilder stringbuilder =new StringBuilder(node.GetAttributeValue("data-state", ""));
                        stringbuilder.Replace(""", "'");           
                        stringbuilder.Replace("<", "<");
                        stringbuilder.Replace(">", ">");
                        GetUserInformation(stringbuilder.ToString());
                        GetUserFlowerandNext(stringbuilder.ToString());
                        watch.Stop();
                        Console.WriteLine("分析Html用了{0}毫秒", watch.ElapsedMilliseconds.ToString());
                       
                    }
                    catch (Exception ex)
                    {
                        Console.WriteLine(ex.ToString());
                    }
                }
            
            }    
        }
    

  

UrlTask是从nexturl队列获取用户的关注列表的url,获取关注列表。服务器返回的Json的数据

封装一个对象的序列化和反序列化的类

public   class SerializeHelper
    {
        /// <summary>
        /// 对数据进行序列化
        /// </summary>
        /// <param name="value"></param>
        /// <returns></returns>
        public static string SerializeToString(object value)
        {
            return JsonConvert.SerializeObject(value);
        }
        /// <summary>
        /// 反序列化操作
        /// </summary>
        /// <typeparam name="T"></typeparam>
        /// <param name="str"></param>
        /// <returns></returns>
        public static T DeserializeToObject<T>(string str)
        {
          
            return JsonConvert.DeserializeObject<T>(str);
        }
}

封装UrlTask类

 
 
 public class UrlTask { private string url { get; set; } private string JSONstring { get; set; } public UrlTask(string _url) { url = _url; } }
 
 

添加一个获取资源的方法

 
 
 private bool GetHtml() { JSONstring= HttpHelp.DownLoadString(url); Console.WriteLine("Json下载完成"); return !string.IsNullOrEmpty(JSONstring); }
解析json方法
 
 
 public  void Analyse() { try { if (GetHtml()) { Stopwatch watch = new Stopwatch(); watch.Start(); followerResult result = SerializeHelper.DeserializeToObject<followerResult>(JSONstring); if (!result.paging.is_end) { RedisCore.PushIntoList(1, "nexturl", result.paging.next); } foreach (var item in result.data) { int type=Math.Abs(item.GetHashCode())% 3 + 3; if (RedisCore.InsetIntoHash(type, "urltokenhash", item.url_token, "存在")) { RedisCore.PushIntoList(1, "urltoken", item.url_token); } } watch.Stop(); Console.WriteLine("解析json用了{0}毫秒",watch.ElapsedMilliseconds.ToString()); } } catch (Exception ex) { Console.WriteLine(ex.ToString()); } }
 
 

解析:如果result.paging.is_end为true,那么这个是用户关注列表的最后一页,那么它的nexturl应该加入队列,负责不要加入,对于后面的用户数组,因为信息不去全,不要了,有了Id前往主页获取详细信息。

 

 模块组合

封装一个一个方法,从队列拿到nextutl,前往用户的关注列表,拿到更多用户ID

  private static void GetNexturl() { string nexturl = RedisCore.PopFromList(1, "nexturl"); if (!string.IsNullOrEmpty(nexturl)) { UrlTask task = new UrlTask(nexturl); task.Analyse(); } }

封装一个方法,循环从队列获取用户的urltoken(如果队列空了,执行GetNexturl),前往用户主页,获取信息

private static void GetUser(object data) { while (true) { string url_token = RedisCore.PopFromList(1, "urltoken"); Console.WriteLine(url_token); if (!string.IsNullOrEmpty(url_token)) { UserManage manage = new UserManage(url_token); manage.analyse(); } else { GetNexturl(); } } }

在main函数里面执行这些方法,由于任务量大,采用多线程,线程数视情况而定

 

for (int i = 0; i < 10; i++) { ThreadPool.QueueUserWorkItem(GetUser); }

 

添加种子数据,用于刚开始时候队列都是空的,需要添加种子数据

  1. 手动添加,在redile-cl.exe敲命令
  2. 在main函数中加入

    

 UserTask task=new UserTask(“某个用户的uRLtoken”); task.analyse();

 

执行一次之后要注释掉,避免重复


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