JAVA/MainApplication.java

// src/main/java/com/llm/analysis/MainApplication.java
package com.llm.analysis;

import java.util.ArrayList;
import java.util.List;
import java.util.Map;

public class MainApplication {

    private static final String SEARCH_KEYWORD = "大语言模型";
    private static final int TOP_N_WORDS = 8;
    private static final String OUTPUT_FILENAME = "llm_analysis_top8.xlsx";

    public static void main(String[] args) {
        System.out.println("--- LLM 应用弹幕分析项目启动 ---");
        System.out.println("目标关键词：" + SEARCH_KEYWORD);
        
        // 1. 获取前 300 视频列表 (BVID 和 Title)
        List<Map<String, String>> topVideos = BiliBiliSearchCrawler.getTopVideos(SEARCH_KEYWORD);
        
        if (topVideos.isEmpty()) {
            System.err.println("未获取到任何视频数据，程序终止。");
            return;
        }

        List<String> allDanmus = new ArrayList<>();
        int videoCount = 0;

        // 2. 遍历视频列表，为每个视频获取 CID 并处理弹幕
        for (Map<String, String> video : topVideos) {
            videoCount++;
            String bvid = video.get("bvid");
            String title = video.get("title");
            
            // 【关键步骤】动态获取 CID
            String cid = BiliBiliCrawler.getCidFromBvid(bvid); 

            System.out.printf("处理中 (%d/%d): %s (BVID: %s)\n", videoCount, topVideos.size(), title, bvid);
            
            if (cid == null) {
                System.out.println("  跳过此视频，无法获取 CID。");
                continue;
            }

            // 获取弹幕 XML
            String xmlContent = BiliBiliCrawler.getDanmuXml(cid);
            if (xmlContent == null) {
                System.out.println("  跳过此视频，无法获取弹幕。");
                continue;
            }
            
            // 解析和清洗弹幕
            List<String> danmus = DanmuParser.parseAndCleanDanmu(xmlContent);
            allDanmus.addAll(danmus);

            // 礼貌暂停，减缓对服务器的压力
            try {
                Thread.sleep(500);
            } catch (InterruptedException e) {
                Thread.currentThread().interrupt();
            }
        }
        
        System.out.println("\n🎉 所有视频处理完毕！总计弹幕数：" + allDanmus.size());
        
        if (allDanmus.isEmpty()) {
            System.out.println("没有可分析的弹幕，程序终止。");
            return;
        }

        System.out.println("开始中文分词和词频统计...");
        List<Map.Entry<String, Long>> topWords = 
                WordAnalyzer.analyzeAndGetTopN(allDanmus, TOP_N_WORDS);
        
        System.out.println("\n--- 最终结果 (Top " + TOP_N_WORDS + ") ---");
        topWords.forEach(entry -> 
            System.out.printf("词语: %-15s | 频次: %d\n", entry.getKey(), entry.getValue())
        );

        ExcelExporter.exportToXLSX(topWords, OUTPUT_FILENAME);
        System.out.println("\n--- 项目执行完毕 ---");
    }
}