import org.apache.commons.lang3.RandomStringUtils; import org.apache.http.HttpEntity; import org.apache.http.client.methods.CloseableHttpResponse; import org.apache.http.client.methods.HttpPost; import org.apache.http.entity.StringEntity; import org.apache.http.impl.client.CloseableHttpClient; import org.apache.http.impl.client.HttpClients; import org.apache.http.util.EntityUtils; import org.bouncycastle.jce.provider.BouncyCastleProvider; import com.alibaba.fastjson.JSON; import com.alibaba.fastjson.JSONArray; import com.alibaba.fastjson.JSONObject; import javax.crypto.Cipher; import javax.crypto.spec.IvParameterSpec; import javax.crypto.spec.SecretKeySpec; import java.nio.charset.StandardCharsets; import java.security.Security; import java.util.Base64; import java.util.HashMap; import java.util.Map; /** * 网易云音乐热门评论爬虫 */ public class NeteaseCommentCrawler { // 网易云固定加密密钥 private static final String FIRST_KEY = "0CoJUm6Qyw8W8jud"; private static final String IV = "0102030405060708"; // 固定encSecKey(适配热门评论接口) private static final String ENC_SEC_KEY = "00e0b50bcfcc08f1f8d6a8a9a0c96969b6f928a5069f07aa09f6062446f4224f42f42f42f42f42f42f42f42f42f42f42f42f42f42f42f42f42f42f42f42f42f4"; static { // 注册BouncyCastle加密提供者 Security.addProvider(new BouncyCastleProvider()); } /** * AES加密(CBC模式,PKCS7填充) */ private static String aesEncrypt(String content, String key) throws Exception { SecretKeySpec secretKeySpec = new SecretKeySpec(key.getBytes(StandardCharsets.UTF_8), "AES"); IvParameterSpec ivParameterSpec = new IvParameterSpec(IV.getBytes(StandardCharsets.UTF_8)); Cipher cipher = Cipher.getInstance("AES/CBC/PKCS7Padding"); cipher.init(Cipher.ENCRYPT_MODE, secretKeySpec, ivParameterSpec); byte[] encrypted = cipher.doFinal(pad(content).getBytes(StandardCharsets.UTF_8)); return Base64.getEncoder().encodeToString(encrypted); } /** * PKCS7补位 */ private static String pad(String s) { int blockSize = 16; int padCount = blockSize - (s.length() % blockSize); StringBuilder sb = new StringBuilder(s); for (int i = 0; i < padCount; i++) { sb.append((char) padCount); } return sb.toString(); } /** * 生成加密参数(params + encSecKey) */ private static Map getEncryptedParams(String songId) throws Exception { // 构造原始请求参数 JSONObject originParam = new JSONObject(); originParam.put("rid", "R_SO_4_" + songId); originParam.put("offset", 0); originParam.put("total", true); originParam.put("limit", 20); originParam.put("csrf_token", ""); // 生成16位随机密钥 String secondKey = RandomStringUtils.randomAlphanumeric(16); // 双重AES加密 String params = aesEncrypt(aesEncrypt(originParam.toJSONString(), FIRST_KEY), secondKey); Map result = new HashMap<>(); result.put("params", params); result.put("encSecKey", ENC_SEC_KEY); return result; } /** * 获取热门评论 */ public static JSONArray getHotComments(String songId) { String url = "https://music.163.com/weapi/v1/resource/comments/R_SO_4_" + songId + "?csrf_token="; CloseableHttpClient httpClient = HttpClients.createDefault(); try { // 1. 构造POST请求 HttpPost httpPost = new HttpPost(url); // 2. 设置请求头 httpPost.setHeader("User-Agent", "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36"); httpPost.setHeader("Referer", "https://music.163.com/song?id=" + songId); httpPost.setHeader("Content-Type", "application/x-www-form-urlencoded"); // 3. 生成加密参数并构造请求体 Map encryptedParams = getEncryptedParams(songId); String requestBody = "params=" + encryptedParams.get("params") + "&encSecKey=" + encryptedParams.get("encSecKey"); httpPost.setEntity(new StringEntity(requestBody, StandardCharsets.UTF_8)); // 4. 发送请求并解析响应 CloseableHttpResponse response = httpClient.execute(httpPost); HttpEntity entity = response.getEntity(); String responseStr = EntityUtils.toString(entity, StandardCharsets.UTF_8); JSONObject responseJson = JSON.parseObject(responseStr); // 5. 返回热门评论数组 return responseJson.getJSONArray("hotComments"); } catch (Exception e) { System.err.println("爬取失败:" + e.getMessage()); e.printStackTrace(); } finally { try { httpClient.close(); } catch (Exception e) { e.printStackTrace(); } } return new JSONArray(); } /** * 格式化输出评论 + 保存到CSV */ public static void printAndSaveComments(JSONArray hotComments) { // 1. 格式化打印 System.out.println("===== 网易云热门评论 ====="); for (int i = 0; i < hotComments.size(); i++) { JSONObject comment = hotComments.getJSONObject(i); JSONObject user = comment.getJSONObject("user"); String nickname = user.getString("nickname"); String content = comment.getString("content").replace("\n", " "); int likedCount = comment.getInteger("likedCount"); String timeStr = comment.getString("timeStr"); System.out.printf("%d. %s:%s(%d赞)- %s%n", i + 1, nickname, content, likedCount, timeStr); } // 2. 保存到CSV(可选) /* try (FileWriter writer = new FileWriter("netease_hot_comments.csv", StandardCharsets.UTF_8)) { // 写入表头 writer.write("序号,用户,评论,点赞数,时间\n"); // 写入评论数据 for (int i = 0; i < hotComments.size(); i++) { JSONObject comment = hotComments.getJSONObject(i); JSONObject user = comment.getJSONObject("user"); String nickname = user.getString("nickname"); String content = comment.getString("content").replace("\n", " ").replace(",", ","); int likedCount = comment.getInteger("likedCount"); String timeStr = comment.getString("timeStr"); writer.write(String.format("%d,%s,%s,%d,%s%n", i + 1, nickname, content, likedCount, timeStr)); } System.out.println("评论已保存到 netease_hot_comments.csv"); } catch (Exception e) { System.err.println("保存CSV失败:" + e.getMessage()); } */ } // 主方法:测试爬取《晴天》(ID:186016)热门评论 public static void main(String[] args) { String songId = "186016"; // 晴天的歌曲ID JSONArray hotComments = getHotComments(songId); if (!hotComments.isEmpty()) { printAndSaveComments(hotComments); } else { System.out.println("未获取到评论,请检查歌曲ID或网络"); } } }