How to Scrape and Download Thousands of Sogou Images with Java

Purpose

Scrape thousands of beautiful images from Sogou and download them locally.

Preparation

Target URL: https://pic.sogou.com/pics?query=美女

Analysis

Open the above URL, use the browser developer tools (Network → XHR) and scroll down to see a request like:

Request URL: https://pic.sogou.com/napi/pc/searchList?mode=1&start=48&xml_len=48&query=美女

Key parameters:

start=48 – start index of images

xml_len=48 – number of images to fetch

query – search keyword (e.g., 美女)

The response JSON contains the image URLs in the picUrl field.

Use a JSON formatter to view the structure.

Approach

Set URL request parameters.

Send the request and extract image URLs.

Store URLs in a list.

Iterate the list and download images using a thread pool.

Code

SougouImgProcessor.java – image crawling class

import com.alibaba.fastjson.JSONObject;
import us.codecraft.webmagic.utils.HttpClientUtils;
import victor.chang.crawler.pipeline.SougouImgPipeline;
import java.util.ArrayList;
import java.util.List;

public class SougouImgProcessor {
    private String url;
    private SougouImgPipeline pipeline;
    private List<JSONObject> dataList;
    private List<String> urlList;
    private String word;

    public SougouImgProcessor(String url, String word) {
        this.url = url;
        this.word = word;
        this.pipeline = new SougouImgPipeline();
        this.dataList = new ArrayList<>();
        this.urlList = new ArrayList<>();
    }

    public void process(int idx, int size) {
        String res = HttpClientUtils.get(String.format(this.url, idx, size, this.word));
        JSONObject object = JSONObject.parseObject(res);
        List<JSONObject> items = (List<JSONObject>) ((JSONObject) object.get("data")).get("items");
        for (JSONObject item : items) {
            this.urlList.add(item.getString("picUrl"));
        }
        this.dataList.addAll(items);
    }

    public void pipelineData() {
        pipeline.processSync(this.urlList, this.word);
    }

    public static void main(String[] args) {
        String url = "https://pic.sogou.com/napi/pc/searchList?mode=1&start=%s&xml_len=%s&query=%s";
        SougouImgProcessor processor = new SougouImgProcessor(url, "美女");
        int start = 0, size = 50, limit = 1000;
        for (int i = start; i < start + limit; i += size) {
            processor.process(i, size);
        }
        processor.pipelineData();
    }
}

SougouImgPipeline.java – image download class

import java.io.File;
import java.io.FileOutputStream;
import java.io.InputStream;
import java.net.URL;
import java.net.URLConnection;
import java.util.List;
import java.util.Objects;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import java.util.concurrent.TimeUnit;
import java.util.concurrent.atomic.AtomicInteger;

public class SougouImgPipeline {
    private String extension = ".jpg";
    private String path;
    private volatile AtomicInteger suc;
    private volatile AtomicInteger fails;

    public SougouImgPipeline() {
        setPath("E:/pipeline/sougou");
        suc = new AtomicInteger();
        fails = new AtomicInteger();
    }

    public SougouImgPipeline(String path) {
        setPath(path);
        suc = new AtomicInteger();
        fails = new AtomicInteger();
    }

    public SougouImgPipeline(String path, String extension) {
        setPath(path);
        this.extension = extension;
        suc = new AtomicInteger();
        fails = new AtomicInteger();
    }

    public void setPath(String path) {
        this.path = path;
    }

    private void downloadImg(String url, String cate, String name) throws Exception {
        String path = this.path + "/" + cate + "/";
        File dir = new File(path);
        if (!dir.exists()) {
            dir.mkdirs();
        }
        String realExt = url.substring(url.lastIndexOf("."));
        String fileName = name + realExt;
        fileName = fileName.replace("-", "");
        String filePath = path + fileName;
        File img = new File(filePath);
        if (img.exists()) {
            System.out.println(String.format("文件%s已存在本地目录", fileName));
            return;
        }
        URLConnection con = new URL(url).openConnection();
        con.setConnectTimeout(5000);
        con.setReadTimeout(5000);
        InputStream inputStream = con.getInputStream();
        byte[] bs = new byte[1024];
        FileOutputStream os = new FileOutputStream(new File(filePath), true);
        int len;
        while ((len = inputStream.read(bs)) != -1) {
            os.write(bs, 0, len);
        }
        System.out.println("picUrl: " + url);
        System.out.println(String.format("正在下载第%s张图片", suc.getAndIncrement()));
    }

    public void process(List<String> data, String word) {
        long start = System.currentTimeMillis();
        for (String picUrl : data) {
            if (picUrl == null) continue;
            try {
                downloadImg(picUrl, word, picUrl);
            } catch (Exception e) {
                fails.incrementAndGet();
            }
        }
        System.out.println("下载成功: " + suc.get());
        System.out.println("下载失败: " + fails.get());
        long end = System.currentTimeMillis();
        System.out.println("耗时：" + (end - start) / 1000 + "秒");
    }

    public void processSync(List<String> data, String word) {
        long start = System.currentTimeMillis();
        ExecutorService executorService = Executors.newCachedThreadPool();
        for (int i = 0; i < data.size(); i++) {
            String picUrl = data.get(i);
            if (picUrl == null) continue;
            String name = "";
            if (i < 10) name = "000" + i;
            else if (i < 100) name = "00" + i;
            else if (i < 1000) name = "0" + i;
            final String finalName = name;
            executorService.execute(() -> {
                try {
                    downloadImg(picUrl, word, finalName);
                } catch (Exception e) {
                    fails.incrementAndGet();
                }
            });
        }
        executorService.shutdown();
        try {
            if (!executorService.awaitTermination(60, TimeUnit.SECONDS)) {
                // timeout handling
            }
            System.out.println("AwaitTermination Finished");
            System.out.println("共有URL: " + data.size());
            System.out.println("下载成功: " + suc);
            System.out.println("下载失败: " + fails);
            File dir = new File(this.path + "/" + word + "/");
            int len = Objects.requireNonNull(dir.list()).length;
            System.out.println("当前共有文件： " + len);
            long end = System.currentTimeMillis();
            System.out.println("耗时：" + (end - start) / 1000.0 + "秒");
        } catch (InterruptedException e) {
            e.printStackTrace();
        }
    }
}

HttpClientUtils.java – HTTP request utility

import org.apache.http.Header;
import org.apache.http.HttpEntity;
import org.apache.http.NameValuePair;
import org.apache.http.client.entity.UrlEncodedFormEntity;
import org.apache.http.client.methods.CloseableHttpResponse;
import org.apache.http.client.methods.HttpGet;
import org.apache.http.client.methods.HttpPost;
import org.apache.http.client.methods.HttpUriRequest;
import org.apache.http.conn.ssl.SSLConnectionSocketFactory;
import org.apache.http.conn.ssl.TrustStrategy;
import org.apache.http.entity.StringEntity;
import org.apache.http.impl.client.CloseableHttpClient;
import org.apache.http.impl.client.HttpClients;
import org.apache.http.message.BasicNameValuePair;
import org.apache.http.ssl.SSLContextBuilder;
import org.apache.http.util.EntityUtils;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import javax.net.ssl.HostnameVerifier;
import javax.net.ssl.SSLContext;
import javax.net.ssl.SSLSession;
import java.io.IOException;
import java.security.GeneralSecurityException;
import java.security.cert.CertificateException;
import java.security.cert.X509Certificate;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;

public abstract class HttpClientUtils {
    public static Map<String, List<String>> convertHeaders(Header[] headers) {
        Map<String, List<String>> results = new HashMap<>();
        for (Header header : headers) {
            List<String> list = results.get(header.getName());
            if (list == null) {
                list = new ArrayList<>();
                results.put(header.getName(), list);
            }
            list.add(header.getValue());
        }
        return results;
    }

    public static String get(String url) {
        return get(url, "UTF-8");
    }

    public static Logger logger = LoggerFactory.getLogger(HttpClientUtils.class);

    public static String get(String url, String charset) {
        HttpGet httpGet = new HttpGet(url);
        return executeRequest(httpGet, charset);
    }

    public static String ajaxGet(String url) {
        return ajaxGet(url, "UTF-8");
    }

    public static String ajaxGet(String url, String charset) {
        HttpGet httpGet = new HttpGet(url);
        httpGet.setHeader("X-Requested-With", "XMLHttpRequest");
        return executeRequest(httpGet, charset);
    }

    public static String post(String url, Map<String, String> dataMap) {
        return post(url, dataMap, "UTF-8");
    }

    public static String post(String url, Map<String, String> dataMap, String charset) {
        HttpPost httpPost = new HttpPost(url);
        try {
            if (dataMap != null) {
                List<NameValuePair> nvps = new ArrayList<>();
                for (Map.Entry<String, String> entry : dataMap.entrySet()) {
                    nvps.add(new BasicNameValuePair(entry.getKey(), entry.getValue()));
                }
                UrlEncodedFormEntity formEntity = new UrlEncodedFormEntity(nvps, charset);
                formEntity.setContentEncoding(charset);
                httpPost.setEntity(formEntity);
            }
        } catch (UnsupportedEncodingException e) {
            e.printStackTrace();
        }
        return executeRequest(httpPost, charset);
    }

    public static String ajaxPost(String url, Map<String, String> dataMap) {
        return ajaxPost(url, dataMap, "UTF-8");
    }

    public static String ajaxPost(String url, Map<String, String> dataMap, String charset) {
        HttpPost httpPost = new HttpPost(url);
        httpPost.setHeader("X-Requested-With", "XMLHttpRequest");
        try {
            if (dataMap != null) {
                List<NameValuePair> nvps = new ArrayList<>();
                for (Map.Entry<String, String> entry : dataMap.entrySet()) {
                    nvps.add(new BasicNameValuePair(entry.getKey(), entry.getValue()));
                }
                UrlEncodedFormEntity formEntity = new UrlEncodedFormEntity(nvps, charset);
                formEntity.setContentEncoding(charset);
                httpPost.setEntity(formEntity);
            }
        } catch (UnsupportedEncodingException e) {
            e.printStackTrace();
        }
        return executeRequest(httpPost, charset);
    }

    public static String ajaxPostJson(String url, String jsonString) {
        return ajaxPostJson(url, jsonString, "UTF-8");
    }

    public static String ajaxPostJson(String url, String jsonString, String charset) {
        HttpPost httpPost = new HttpPost(url);
        httpPost.setHeader("X-Requested-With", "XMLHttpRequest");
        StringEntity stringEntity = new StringEntity(jsonString, charset);
        stringEntity.setContentEncoding(charset);
        stringEntity.setContentType("application/json");
        httpPost.setEntity(stringEntity);
        return executeRequest(httpPost, charset);
    }

    public static String executeRequest(HttpUriRequest httpRequest) {
        return executeRequest(httpRequest, "UTF-8");
    }

    public static String executeRequest(HttpUriRequest httpRequest, String charset) {
        CloseableHttpClient httpclient;
        if ("https".equals(httpRequest.getURI().getScheme())) {
            httpclient = createSSLInsecureClient();
        } else {
            httpclient = HttpClients.createDefault();
        }
        String result = "";
        try {
            CloseableHttpResponse response = httpclient.execute(httpRequest);
            HttpEntity entity = null;
            try {
                entity = response.getEntity();
                result = EntityUtils.toString(entity, charset);
            } finally {
                EntityUtils.consume(entity);
                response.close();
            }
        } catch (IOException ex) {
            ex.printStackTrace();
        } finally {
            try { httpclient.close(); } catch (IOException ignored) {}
        }
        return result;
    }

    public static CloseableHttpClient createSSLInsecureClient() {
        try {
            SSLContext sslContext = new SSLContextBuilder().loadTrustMaterial((X509Certificate[] chain, String authType) -> true).build();
            SSLConnectionSocketFactory sslsf = new SSLConnectionSocketFactory(sslContext, (String hostname, SSLSession session) -> true);
            return HttpClients.custom().setSSLSocketFactory(sslsf).build();
        } catch (GeneralSecurityException ex) {
            throw new RuntimeException(ex);
        }
    }
}

Run

Because of network instability some downloads may fail; running the program multiple times improves the overall success rate.