WebMagic is an open-source web scraping framework written in Java. It provides a lot of flexibility in terms of customization, including customizing the downloader component. The downloader is responsible for sending HTTP requests and receiving responses.
To implement a custom downloader in WebMagic, you need to create a class that implements the Downloader
interface. This interface contains several methods, but the most important one is Page download(Request request, Task task)
which is called to download web pages.
Here's a step-by-step guide to creating a custom downloader:
1. Implement the Downloader
Interface
First, create a new class that implements the Downloader
interface. You'll need to provide implementations for all of the methods, but the most important one is download
.
import us.codecraft.webmagic.Downloader;
import us.codecraft.webmagic.Page;
import us.codecraft.webmagic.Request;
import us.codecraft.webmagic.Task;
import us.codecraft.webmagic.selector.PlainText;
public class CustomDownloader implements Downloader {
@Override
public Page download(Request request, Task task) {
// Your custom download logic goes here.
// Create a Page object to return
Page page = new Page();
// Set the raw text for the page
page.setRawText("Your raw content here");
// Set the request object
page.setRequest(request);
// Set the URL for the page
page.setUrl(new PlainText(request.getUrl()));
// Set the status code
page.setStatusCode(200);
// Indicate the download is successful
page.setDownloadSuccess(true);
return page;
}
@Override
public void setThread(int threadNum) {
// You can implement this method to set the number of threads for downloading
}
}
2. Use Your Custom Downloader in Your Spider
After implementing your custom downloader, you can use it with your spider as follows:
import us.codecraft.webmagic.Spider;
import us.codecraft.webmagic.processor.example.GithubRepoPageProcessor;
public class MySpider {
public static void main(String[] args) {
// Create an instance of your custom downloader
CustomDownloader customDownloader = new CustomDownloader();
// Create a Spider and use your custom downloader
Spider.create(new GithubRepoPageProcessor())
.setDownloader(customDownloader)
.addUrl("https://github.com")
.thread(5)
.run();
}
}
3. Add Custom Logic to Your Downloader
The actual implementation of the download
method will depend on the specific requirements of your scraping task. For example, you might want to add proxy support, customize the user-agent string, handle different types of HTTP responses, retry failed requests, etc.
Here's an example of how you could add a simple HTTP client within the download
method using HttpClient
from Apache:
import org.apache.http.client.methods.HttpGet;
import org.apache.http.impl.client.CloseableHttpClient;
import org.apache.http.impl.client.HttpClients;
import org.apache.http.util.EntityUtils;
import org.apache.http.HttpResponse;
// ...
@Override
public Page download(Request request, Task task) {
try (CloseableHttpClient httpClient = HttpClients.createDefault()) {
// Create the HTTP request
HttpGet httpGet = new HttpGet(request.getUrl());
// Execute the request
HttpResponse httpResponse = httpClient.execute(httpGet);
// Convert the response into a Page object
Page page = new Page();
page.setRawText(EntityUtils.toString(httpResponse.getEntity()));
page.setRequest(request);
page.setUrl(new PlainText(request.getUrl()));
page.setStatusCode(httpResponse.getStatusLine().getStatusCode());
page.setDownloadSuccess(true);
return page;
} catch (Exception e) {
// Handle exception
// ...
}
return null;
}
Remember to handle exceptions appropriately and ensure that resources are cleaned up (like closing the HttpClient
instance) to avoid resource leaks.
By following these steps, you can integrate your custom downloader into a WebMagic scraper, giving you full control over how HTTP requests are made and handled.