.NET快速实现网页数据抓取

码农世界 2024-05-27 前端 71 次浏览 0个评论

网页数据抓取需求

本文我们以抓取博客园10天推荐排行榜第一页的文章标题、文章简介和文章地址为示例，并把抓取下来的数据保存到对应的txt文本中。

请求地址：https://www.cnblogs.com/aggsite/topdiggs

创建控制台应用

创建名为DotnetSpiderExercise的控制台应用。

安装DotnetSpider NuGet包

NuGet包管理器搜索：DotnetSpider

添加Serilog日志组件

NuGet包管理器搜索：Serilog.AspNetCore

添加RecommendedRankingModel

namespace DotnetSpiderExercise
{
    public class RecommendedRankingModel
    {
        /// 
        /// 文章标题
        /// 
        public string ArticleTitle { get; set; }
        /// 
        /// 文章简介
        /// 
        public string ArticleSummary { get; set; }
        /// 
        /// 文章地址
        /// 
        public string ArticleUrl { get; set; }
    }
}

添加RecommendedRankingSpider

网页数据抓取的业务逻辑都在这里面。

using DotnetSpider.DataFlow.Parser;
using DotnetSpider.DataFlow;
using DotnetSpider.Downloader;
using DotnetSpider.Http;
using DotnetSpider.Scheduler.Component;
using DotnetSpider.Selector;
using DotnetSpider;
using Microsoft.Extensions.Logging;
using Microsoft.Extensions.Options;
using Serilog;
using DotnetSpider.Scheduler;
using Microsoft.Extensions.Hosting;
using System.Reflection;
namespace DotnetSpiderExercise
{
    public class RecommendedRankingSpider : Spider
    {
        public RecommendedRankingSpider(IOptions options,
            DependenceServices services,
            ILogger logger) : base(options, services, logger)
        {
        }
        public static async Task RunAsync()
        {
            var builder = Builder.CreateDefaultBuilder();
            builder.UseSerilog();
            builder.UseDownloader();
            builder.UseQueueDistinctBfsScheduler();
            await builder.Build().RunAsync();
        }
        protected override async Task InitializeAsync(CancellationToken stoppingToken = default)
        {
            //添加自定义解析
            AddDataFlow(new Parser());
            //使用控制台存储器
            AddDataFlow(new ConsoleStorage());
            //添加采集请求:博客园10天推荐排行榜
            await AddRequestsAsync(new Request("https://www.cnblogs.com/aggsite/topdiggs")
            {
                //请求超时10秒
                Timeout = 10000
            });
        }
        class Parser : DataParser
        {
            public override Task InitializeAsync()
            {
                return Task.CompletedTask;
            }
            protected override Task ParseAsync(DataFlowContext context)
            {
                var recommendedRankingList = new List();
                // 网页数据解析
                var number = 1;
                var recommendedList = context.Selectable.SelectList(Selectors.XPath(".//article[@class='post-item']"));
                foreach (var news in recommendedList)
                {
                    var articleTitle = news.Select(Selectors.XPath(".//a[@class='post-item-title']"))?.Value;
                    var articleSummary = news.Select(Selectors.XPath(".//p[@class='post-item-summary']"))?.Value?.Replace("\n", "").Replace(" ", "");
                    var articleUrl = news.Select(Selectors.XPath(".//a[@class='post-item-title']/@href"))?.Value;
                    Console.WriteLine($"第{number}篇文章 标题：{articleTitle}");
                    recommendedRankingList.Add(new RecommendedRankingModel
                    {
                        ArticleTitle = articleTitle,
                        ArticleSummary = articleSummary,
                        ArticleUrl = articleUrl
                    });
                    number++;
                }
                using (StreamWriter sw = new StreamWriter("RecommendedRanking.txt"))
                {
                    foreach (RecommendedRankingModel model in recommendedRankingList)
                    {
                        string line = $"文章标题：{model.ArticleTitle}\r\n文章简介：{model.ArticleSummary}\r\n文章地址：{model.ArticleUrl}";
                        sw.WriteLine(line + "\r\n ========================================================================================== \r\n");
                    }
                }
                return Task.CompletedTask;
            }
        }
    }
}

Program执行数据抓取

namespace DotnetSpiderExercise
{
    public class Program
    {
        static async Task Main(string[] args)
        {
            Console.WriteLine("网页数据抓取开始...");
            await RecommendedRankingSpider.RunAsync();
            Console.WriteLine("网页数据抓取完成...");
        }
    }
}