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artydev

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Web Scraping With C#

Here is a nice article from Oxylab Web Scraping With C#

You can try this code in VSCODE :

using System.Globalization;
using CsvHelper;
using HtmlAgilityPack;

namespace webscraping
{
    public class Book
    {
        public string? Title { get; set; }
        public string? Price { get; set; }
    }
    class Program
    {
        static HtmlDocument GetDocument(string url)
        {
            HtmlWeb web = new HtmlWeb();
            HtmlDocument doc = web.Load(url);
            return doc;
        }
        static List<string> GetBookLinks(string url)
        {
            var bookLinks = new List<string>();
            HtmlDocument doc = GetDocument(url);
            HtmlNodeCollection linkNodes = doc.DocumentNode.SelectNodes("//h3/a");
            var baseUri = new Uri(url);
            foreach (var link in linkNodes)
            {
                string href = link.Attributes["href"].Value;
                bookLinks.Add(new Uri(baseUri, href).AbsoluteUri);
            }
            return bookLinks;
        }
        static List<Book> GetBookDetails(List<string> urls)
        {
            var books = new List<Book>();
            foreach (var url in urls)
            {
                HtmlDocument document = GetDocument(url);
                var titleXPath = "//h1";
                var priceXPath = "//div[contains(@class,\"product_main\")]/p[@class=\"price_color\"]";
                var book = new Book();
                book.Title = document.DocumentNode.SelectSingleNode(titleXPath).InnerText;
                book.Price = document.DocumentNode.SelectSingleNode(priceXPath).InnerText;
                books.Add(book);
            }
            return books;
        }
        static void exportToCSV(List<Book> books)
        {
            using (var writer = new StreamWriter("books.csv"))
            using (var csv = new CsvWriter(writer, CultureInfo.InvariantCulture))
            {
                csv.WriteRecords(books);
            }
        }

        static void Main(string[] args)
        {
            var bookLinks = GetBookLinks("http://books.toscrape.com/catalogue/category/books/mystery_3/index.html");
            Console.WriteLine("Found {0} links", bookLinks.Count);
            var books = GetBookDetails(bookLinks);
            exportToCSV(books);
        }
    }
}
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For scrapping dynamic web sites, you can use Selenium, as described here:

using System.Globalization;
using CsvHelper;
using OpenQA.Selenium;
using OpenQA.Selenium.Firefox;
using WebDriverManager;
using WebDriverManager.DriverConfigs.Impl;

namespace webscraping

{
    public class Quote
    {
        public string? Text { get; set; }
        public string? Author { get; set; }
        public override string ToString()
        {
            return Author + " says, " + Text;
        }
    }


    public class Program
    {
        static void Main(string[] args)
        {
            new DriverManager().SetUpDriver(new FirefoxConfig());

            FirefoxOptions options = new FirefoxOptions();
            options.AddArgument("--headless");

            var driver = new FirefoxDriver(options);

            driver.Navigate().GoToUrl("http://quotes.toscrape.com/js/");

            var quotes = new List<Quote>();

            var quoteContainers = driver.FindElements(By.CssSelector("div.quote"));

            foreach (var item in quoteContainers)
            {
                Quote quote = new()
                {
                    Text = item.FindElement(By.CssSelector("span.text")).Text,
                    Author = item.FindElement(By.CssSelector(".author")).Text
                };
                quotes.Add(quote);
                Console.WriteLine(quote.ToString());
            }


            using (var writer = new StreamWriter("c:\\temp\\quotes.csv"))
            using (var csv = new CsvWriter(writer, CultureInfo.InvariantCulture))
            {
                try
                {
                    csv.WriteRecords(quotes);
                    csv.Flush();

                }
                catch (Exception ex)
                {
                    Console.WriteLine(ex.ToString());
                }
            }

            var img = driver.GetFullPageScreenshot();
            // Close the driver

            driver.Quit();

        }
    }
}
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