上一篇(http://www.javashuo.com/article/p-mvhmcybm-gt.html)使用HtmlAgilityPack
抓取壁纸数据成功将图片存入数据库,本篇继续来完成一个全网各大平台的热点新闻数据的抓取。html
一样的,能够先预览一下我我的博客中的成品:https://meowv.com/hot 😝😝😝,和抓取壁纸的套路同样,大同小异。node
本次要抓取的源有18个,分别是博客园、V2EX、SegmentFault、掘金、微信热门、豆瓣精选、IT之家、36氪、百度贴吧、百度热搜、微博热搜、知乎热榜、知乎日报、网易新闻、GitHub、抖音热点、抖音视频、抖音正能量。git
仍是将数据存入数据库,循序渐进先将实体类和自定义仓储建立好,实体取名HotNews
。贴一下代码:github
//HotNews.cs using System; using Volo.Abp.Domain.Entities; namespace Meowv.Blog.Domain.HotNews { public class HotNews : Entity<Guid> { /// <summary> /// 标题 /// </summary> public string Title { get; set; } /// <summary> /// 连接 /// </summary> public string Url { get; set; } /// <summary> /// SourceId /// </summary> public int SourceId { get; set; } /// <summary> /// 建立时间 /// </summary> public DateTime CreateTime { get; set; } } }
剩下的你们本身完成,最终数据库生成一张空的数据表,meowv_hotnews 。web
而后仍是将咱们各大平台放到一个枚举类HotNewsEnum.cs
中。数据库
//HotNewsEnum.cs using System.ComponentModel; namespace Meowv.Blog.Domain.Shared.Enum { public enum HotNewsEnum { [Description("博客园")] cnblogs = 1, [Description("V2EX")] v2ex = 2, [Description("SegmentFault")] segmentfault = 3, [Description("掘金")] juejin = 4, [Description("微信热门")] weixin = 5, [Description("豆瓣精选")] douban = 6, [Description("IT之家")] ithome = 7, [Description("36氪")] kr36 = 8, [Description("百度贴吧")] tieba = 9, [Description("百度热搜")] baidu = 10, [Description("微博热搜")] weibo = 11, [Description("知乎热榜")] zhihu = 12, [Description("知乎日报")] zhihudaily = 13, [Description("网易新闻")] news163 = 14, [Description("GitHub")] github = 15, [Description("抖音热点")] douyin_hot = 16, [Description("抖音视频")] douyin_video = 17, [Description("抖音正能量")] douyin_positive = 18 } }
和上一篇抓取壁纸同样,作一些准备工做。json
在.Application.Contracts
层添加HotNewsJobItem<T>
,在.BackgroundJobs
层添加HotNewsJob
用来处理爬虫逻辑,用构造函数方式注入仓储IHotNewsRepository
。segmentfault
//HotNewsJobItem.cs using Meowv.Blog.Domain.Shared.Enum; namespace Meowv.Blog.Application.Contracts.HotNews { public class HotNewsJobItem<T> { /// <summary> /// <see cref="Result"/> /// </summary> public T Result { get; set; } /// <summary> /// 来源 /// </summary> public HotNewsEnum Source { get; set; } } }
//HotNewsJob.CS using Meowv.Blog.Domain.HotNews.Repositories; using System; using System.Net.Http; using System.Threading.Tasks; namespace Meowv.Blog.BackgroundJobs.Jobs.HotNews { public class HotNewsJob : IBackgroundJob { private readonly IHttpClientFactory _httpClient; private readonly IHotNewsRepository _hotNewsRepository; public HotNewsJob(IHttpClientFactory httpClient, IHotNewsRepository hotNewsRepository) { _httpClient = httpClient; _hotNewsRepository = hotNewsRepository; } public async Task ExecuteAsync() { throw new NotImplementedException(); } } }
接下来明确数据源地址,由于以上数据源有的返回是HTML,有的直接返回JSON数据。为了方便调用,我这里还注入了IHttpClientFactory
。api
整理好的待抓取数据源列表是这样的。微信
... var hotnewsUrls = new List<HotNewsJobItem<string>> { new HotNewsJobItem<string> { Result = "https://www.cnblogs.com", Source = HotNewsEnum.cnblogs }, new HotNewsJobItem<string> { Result = "https://www.v2ex.com/?tab=hot", Source = HotNewsEnum.v2ex }, new HotNewsJobItem<string> { Result = "https://segmentfault.com/hottest", Source = HotNewsEnum.segmentfault }, new HotNewsJobItem<string> { Result = "https://web-api.juejin.im/query", Source = HotNewsEnum.juejin }, new HotNewsJobItem<string> { Result = "https://weixin.sogou.com", Source = HotNewsEnum.weixin }, new HotNewsJobItem<string> { Result = "https://www.douban.com/group/explore", Source = HotNewsEnum.douban }, new HotNewsJobItem<string> { Result = "https://www.ithome.com", Source = HotNewsEnum.ithome }, new HotNewsJobItem<string> { Result = "https://36kr.com/newsflashes", Source = HotNewsEnum.kr36 }, new HotNewsJobItem<string> { Result = "http://tieba.baidu.com/hottopic/browse/topicList", Source = HotNewsEnum.tieba }, new HotNewsJobItem<string> { Result = "http://top.baidu.com/buzz?b=341", Source = HotNewsEnum.baidu }, new HotNewsJobItem<string> { Result = "https://s.weibo.com/top/summary/summary", Source = HotNewsEnum.weibo }, new HotNewsJobItem<string> { Result = "https://www.zhihu.com/api/v3/feed/topstory/hot-lists/total?limit=50&desktop=true", Source = HotNewsEnum.zhihu }, new HotNewsJobItem<string> { Result = "https://daily.zhihu.com", Source = HotNewsEnum.zhihudaily }, new HotNewsJobItem<string> { Result = "http://news.163.com/special/0001386F/rank_whole.html", Source = HotNewsEnum.news163 }, new HotNewsJobItem<string> { Result = "https://github.com/trending", Source = HotNewsEnum.github }, new HotNewsJobItem<string> { Result = "https://www.iesdouyin.com/web/api/v2/hotsearch/billboard/word", Source = HotNewsEnum.douyin_hot }, new HotNewsJobItem<string> { Result = "https://www.iesdouyin.com/web/api/v2/hotsearch/billboard/aweme", Source = HotNewsEnum.douyin_video }, new HotNewsJobItem<string> { Result = "https://www.iesdouyin.com/web/api/v2/hotsearch/billboard/aweme/?type=positive", Source = HotNewsEnum.douyin_positive }, }; ...
其中有几个比较特殊的,掘金、百度热搜、网易新闻。
掘金须要发送Post请求,返回的是JSON数据,而且须要指定特有的请求头和请求数据,因此使用IHttpClientFactory
建立了HttpClient
对象。
百度热搜、网易新闻两个老大哥玩套路,网页编码是GB2312的,因此要专门为其指定编码方式,否则取到的数据都是乱码。
... var web = new HtmlWeb(); var list_task = new List<Task<HotNewsJobItem<object>>>(); hotnewsUrls.ForEach(item => { var task = Task.Run(async () => { var obj = new object(); if (item.Source == HotNewsEnum.juejin) { using var client = _httpClient.CreateClient(); client.DefaultRequestHeaders.Add("User-Agent", "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/83.0.4103.14 Safari/537.36 Edg/83.0.478.13"); client.DefaultRequestHeaders.Add("X-Agent", "Juejin/Web"); var data = "{\"extensions\":{\"query\":{ \"id\":\"21207e9ddb1de777adeaca7a2fb38030\"}},\"operationName\":\"\",\"query\":\"\",\"variables\":{ \"first\":20,\"after\":\"\",\"order\":\"THREE_DAYS_HOTTEST\"}}"; var buffer = data.SerializeUtf8(); var byteContent = new ByteArrayContent(buffer); byteContent.Headers.ContentType = new MediaTypeHeaderValue("application/json"); var httpResponse = await client.PostAsync(item.Result, byteContent); obj = await httpResponse.Content.ReadAsStringAsync(); } else { Encoding.RegisterProvider(CodePagesEncodingProvider.Instance); obj = await web.LoadFromWebAsync(item.Result, (item.Source == HotNewsEnum.baidu || item.Source == HotNewsEnum.news163) ? Encoding.GetEncoding("GB2312") : Encoding.UTF8); } return new HotNewsJobItem<object> { Result = obj, Source = item.Source }; }); list_task.Add(task); }); Task.WaitAll(list_task.ToArray());
循环 hotnewsUrls ,能够看到HotNewsJobItem
咱们返回的是object类型,由于有JSON又有HtmlDocument对象。因此这里为了可以统一接收,就是用了object。
针对掘金作了单独处理,使用HttpClient
发送Post请求,返回JSON字符串数据。
针对百度热搜和网易新闻,使用Encoding.RegisterProvider(CodePagesEncodingProvider.Instance);
注册编码提供程序,而后在web.LoadFromWebAsync(...)
加载网页数据的时候指定网页编码,我使用了一个三元表达式来处理。
完成上面这一步,就能够循环 list_task,使用XPath语法,或者解析JSON数据,去拿到数据了。
... var hotNews = new List<HotNews>(); foreach (var list in list_task) { var item = await list; var sourceId = (int)item.Source; ... if (hotNews.Any()) { await _hotNewsRepository.DeleteAsync(x => true); await _hotNewsRepository.BulkInsertAsync(hotNews); } }
这个爬虫一样很简单,只要拿到标题和连接便可,因此主要目标是寻找到页面上的a标签列表。这个我以为也不必一个个去分析了,直接上代码。
// 博客园 if (item.Source == HotNewsEnum.cnblogs) { var nodes = ((HtmlDocument)item.Result).DocumentNode.SelectNodes("//div[@class='post_item_body']/h3/a").ToList(); nodes.ForEach(x => { hotNews.Add(new HotNews { Title = x.InnerText, Url = x.GetAttributeValue("href", ""), SourceId = sourceId, CreateTime = DateTime.Now }); }); }
// V2EX if (item.Source == HotNewsEnum.v2ex) { var nodes = ((HtmlDocument)item.Result).DocumentNode.SelectNodes("//span[@class='item_title']/a").ToList(); nodes.ForEach(x => { hotNews.Add(new HotNews { Title = x.InnerText, Url = $"https://www.v2ex.com{x.GetAttributeValue("href", "")}", SourceId = sourceId, CreateTime = DateTime.Now }); }); }
// SegmentFault if (item.Source == HotNewsEnum.segmentfault) { var nodes = ((HtmlDocument)item.Result).DocumentNode.SelectNodes("//div[@class='news__item-info clearfix']/a").Where(x => x.InnerText.IsNotNullOrEmpty()).ToList(); nodes.ForEach(x => { hotNews.Add(new HotNews { Title = x.SelectSingleNode(".//h4").InnerText, Url = $"https://segmentfault.com{x.GetAttributeValue("href", "")}", SourceId = sourceId, CreateTime = DateTime.Now }); }); }
// 掘金 if (item.Source == HotNewsEnum.juejin) { var obj = JObject.Parse((string)item.Result); var nodes = obj["data"]["articleFeed"]["items"]["edges"]; foreach (var node in nodes) { hotNews.Add(new HotNews { Title = node["node"]["title"].ToString(), Url = node["node"]["originalUrl"].ToString(), SourceId = sourceId, CreateTime = DateTime.Now }); } }
// 微信热门 if (item.Source == HotNewsEnum.weixin) { var nodes = ((HtmlDocument)item.Result).DocumentNode.SelectNodes("//ul[@class='news-list']/li/div[@class='txt-box']/h3/a").ToList(); nodes.ForEach(x => { hotNews.Add(new HotNews { Title = x.InnerText, Url = x.GetAttributeValue("href", ""), SourceId = sourceId, CreateTime = DateTime.Now }); }); }
// 豆瓣精选 if (item.Source == HotNewsEnum.douban) { var nodes = ((HtmlDocument)item.Result).DocumentNode.SelectNodes("//div[@class='channel-item']/div[@class='bd']/h3/a").ToList(); nodes.ForEach(x => { hotNews.Add(new HotNews { Title = x.InnerText, Url = x.GetAttributeValue("href", ""), SourceId = sourceId, CreateTime = DateTime.Now }); }); }
// IT之家 if (item.Source == HotNewsEnum.ithome) { var nodes = ((HtmlDocument)item.Result).DocumentNode.SelectNodes("//div[@class='lst lst-2 hot-list']/div[1]/ul/li/a").ToList(); nodes.ForEach(x => { hotNews.Add(new HotNews { Title = x.InnerText, Url = x.GetAttributeValue("href", ""), SourceId = sourceId, CreateTime = DateTime.Now }); }); }
// 36氪 if (item.Source == HotNewsEnum.kr36) { var nodes = ((HtmlDocument)item.Result).DocumentNode.SelectNodes("//div[@class='hotlist-main']/div[@class='hotlist-item-toptwo']/a[2]|//div[@class='hotlist-main']/div[@class='hotlist-item-other clearfloat']/div[@class='hotlist-item-other-info']/a").ToList(); nodes.ForEach(x => { hotNews.Add(new HotNews { Title = x.InnerText, Url = $"https://36kr.com{x.GetAttributeValue("href", "")}", SourceId = sourceId, CreateTime = DateTime.Now }); }); }
// 百度贴吧 if (item.Source == HotNewsEnum.tieba) { var obj = JObject.Parse(((HtmlDocument)item.Result).ParsedText); var nodes = obj["data"]["bang_topic"]["topic_list"]; foreach (var node in nodes) { hotNews.Add(new HotNews { Title = node["topic_name"].ToString(), Url = node["topic_url"].ToString().Replace("amp;", ""), SourceId = sourceId, CreateTime = DateTime.Now }); } }
// 百度热搜 if (item.Source == HotNewsEnum.baidu) { var nodes = ((HtmlDocument)item.Result).DocumentNode.SelectNodes("//table[@class='list-table']//tr/td[@class='keyword']/a[@class='list-title']").ToList(); nodes.ForEach(x => { hotNews.Add(new HotNews { Title = x.InnerText, Url = x.GetAttributeValue("href", ""), SourceId = sourceId, CreateTime = DateTime.Now }); }); }
// 微博热搜 if (item.Source == HotNewsEnum.weibo) { var nodes = ((HtmlDocument)item.Result).DocumentNode.SelectNodes("//table/tbody/tr/td[2]/a").ToList(); nodes.ForEach(x => { hotNews.Add(new HotNews { Title = x.InnerText, Url = $"https://s.weibo.com{x.GetAttributeValue("href", "").Replace("#", "%23")}", SourceId = sourceId, CreateTime = DateTime.Now }); }); }
// 知乎热榜 if (item.Source == HotNewsEnum.zhihu) { var obj = JObject.Parse(((HtmlDocument)item.Result).ParsedText); var nodes = obj["data"]; foreach (var node in nodes) { hotNews.Add(new HotNews { Title = node["target"]["title"].ToString(), Url = $"https://www.zhihu.com/question/{node["target"]["id"]}", SourceId = sourceId, CreateTime = DateTime.Now }); } }
// 知乎日报 if (item.Source == HotNewsEnum.zhihudaily) { var nodes = ((HtmlDocument)item.Result).DocumentNode.SelectNodes("//div[@class='box']/a").ToList(); nodes.ForEach(x => { hotNews.Add(new HotNews { Title = x.InnerText, Url = $"https://daily.zhihu.com{x.GetAttributeValue("href", "")}", SourceId = sourceId, CreateTime = DateTime.Now }); }); }
// 网易新闻 if (item.Source == HotNewsEnum.news163) { var nodes = ((HtmlDocument)item.Result).DocumentNode.SelectNodes("//div[@class='area-half left']/div[@class='tabBox']/div[@class='tabContents active']/table//tr/td[1]/a").ToList(); nodes.ForEach(x => { hotNews.Add(new HotNews { Title = x.InnerText, Url = x.GetAttributeValue("href", ""), SourceId = sourceId, CreateTime = DateTime.Now }); }); }
// GitHub if (item.Source == HotNewsEnum.github) { var nodes = ((HtmlDocument)item.Result).DocumentNode.SelectNodes("//article[@class='Box-row']/h1/a").ToList(); nodes.ForEach(x => { hotNews.Add(new HotNews { Title = x.InnerText.Trim().Replace("\n", "").Replace(" ", ""), Url = $"https://github.com{x.GetAttributeValue("href", "")}", SourceId = sourceId, CreateTime = DateTime.Now }); }); }
// 抖音热点 if (item.Source == HotNewsEnum.douyin_hot) { var obj = JObject.Parse(((HtmlDocument)item.Result).ParsedText); var nodes = obj["word_list"]; foreach (var node in nodes) { hotNews.Add(new HotNews { Title = node["word"].ToString(), Url = $"#{node["hot_value"]}", SourceId = sourceId, CreateTime = DateTime.Now }); } }
// 抖音视频 & 抖音正能量 if (item.Source == HotNewsEnum.douyin_video || item.Source == HotNewsEnum.douyin_positive) { var obj = JObject.Parse(((HtmlDocument)item.Result).ParsedText); var nodes = obj["aweme_list"]; foreach (var node in nodes) { hotNews.Add(new HotNews { Title = node["aweme_info"]["desc"].ToString(), Url = node["aweme_info"]["share_url"].ToString(), SourceId = sourceId, CreateTime = DateTime.Now }); } }
将item.Result
转换成指定类型,最终拿到数据后,咱们先删除全部数据后再批量插入。
而后新建扩展方法UseHotNewsJob()
,在模块类中调用。
//MeowvBlogBackgroundJobsExtensions.cs ... /// <summary> /// 每日热点数据抓取 /// </summary> /// <param name="context"></param> public static void UseHotNewsJob(this IServiceProvider service) { var job = service.GetService<HotNewsJob>(); RecurringJob.AddOrUpdate("每日热点数据抓取", () => job.ExecuteAsync(), CronType.Hour(1, 2)); } ...
指定定时任务为每2小时运行一次。
... public override void OnApplicationInitialization(ApplicationInitializationContext context) { ... var service = context.ServiceProvider; ... service.UseHotNewsJob(); }
编译运行,此时周期性做业就会出现咱们的定时任务了。
默认时间没到是不会执行的,咱们手动执行等待一会看看效果。
执行完成后,成功将全部热点数据保存在数据库中,说明咱们的爬虫已经搞定了,而且Hangfire会按照给定的规则去循环执行,你学会了吗?😁😁😁