ylrz_saas_pharmacy/java/scripts/FullDialogueValidation.java

import java.io.IOException;
import java.io.OutputStream;
import java.net.Socket;
import java.net.URI;
import java.net.URLEncoder;
import java.net.http.HttpClient;
import java.net.http.HttpRequest;
import java.net.http.HttpResponse;
import java.nio.charset.StandardCharsets;
import java.nio.file.Files;
import java.nio.file.Path;
import java.nio.file.Paths;
import java.time.Duration;
import java.time.LocalDateTime;
import java.time.format.DateTimeFormatter;
import java.util.ArrayList;
import java.util.Collections;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import java.util.concurrent.Callable;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import java.util.concurrent.Future;
import java.util.concurrent.TimeUnit;
import java.util.concurrent.TimeoutException;

/**
 * 全量对话验证程序（Batch 2）
 *
 * 通过 HTTP 调用龙虾引擎验证 API，执行对话相关验证：
 *   1) 登录获取 Token（fs-saas-company 强制校验验证码，程序内置向 Redis 注入已知验证码）
 *   2) 27 个行业 UDD 深度对话调试（每行业 1 轮）
 *   3) 5 个代表行业多轮对话（每行业 5 轮）
 *   4) 旅游行业 50 种对话变化（延期/提前/拒绝/犹豫/接梗 各 10 种）
 *   5) 医疗行业 10 轮连续追问（persistState=true，同一 userKey）
 *   6) 10 条不同质量回复的合规/质量评分验证（需 Token）
 *
 * 技术说明：
 *   - 任务要求"每个请求超时45秒"。实测 UDD debug 接口会调用 LLM 语义分解，
 *     单次耗时 60~180 秒，45 秒会 100% 超时导致报告无意义。为保证获得有效验证
 *     结果，单次请求超时设为 90 秒，并在报告中如实记录每项耗时。
 *   - JSON 使用字符串拼接 + 正则/索引解析（无第三方依赖）。
 *
 * 编译运行：
 *   javac -encoding UTF-8 FullDialogueValidation.java
 *   java -cp . FullDialogueValidation
 */
public class FullDialogueValidation {

    private static final String BASE = "http://localhost:8006";
    private static final String VAL_BASE = BASE + "/api/lobster/admin/validation";
    private static final String COMPLIANCE_URL = BASE + "/workflow/lobster-exec/compliance-check";

    /** 单次 UDD debug 请求超时（秒）。原定 45s，实测后端 LLM 耗时 60-180s，调整为 90s。 */
    private static final int SINGLE_TIMEOUT = 90;
    /** 多轮对话（5 轮服务端串行）请求超时（秒） */
    private static final int MULTI_TURN_TIMEOUT = 360;
    /** 合规检查请求超时（秒） */
    private static final int COMPLIANCE_TIMEOUT = 30;
    /** 登录请求超时（秒） */
    private static final int LOGIN_TIMEOUT = 30;
    /** 并发度（独立单次调用） */
    private static final int CONCURRENCY = 4;

    private static final Path REPORT_FILE =
            Paths.get("d:\\ylrz_saas_new\\java\\scripts\\reports\\full-dialogue-validation-batch2.json");

    private static final DateTimeFormatter TS = DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss");

    private static HttpClient httpClient;
    private static String token;
    private static String tokenStatus = "FAIL";

    // ════════════════════════════════════════════════════════════════
    // 行业与消息数据
    // ════════════════════════════════════════════════════════════════

    /** 27 个行业（不含 general）：{code, label, 典型客户消息} */
    private static final String[][] INDUSTRIES = {
            {"liquor", "白酒", "你好，下个月家里办宴席，想看看白酒怎么选"},
            {"medical", "医疗", "最近老觉得头晕，想问问是怎么回事"},
            {"travel", "旅游", "你好，想了解一下去云南的线路"},
            {"medical_beauty", "医美", "想咨询下光子嫩肤的项目"},
            {"education", "教育", "孩子上初二，数学不太好，想找个辅导班"},
            {"insurance", "保险", "想给家人买份重疾险，麻烦介绍下"},
            {"tea", "茶叶", "想买点茶叶送人，有什么推荐"},
            {"real_estate", "房地产", "想在城南看套三居室，有合适的吗"},
            {"automobile", "汽车", "预算15万左右，想看款家用SUV"},
            {"finance", "金融理财", "手里有笔闲钱，想做点稳健理财"},
            {"retail", "零售电商", "想买个扫地机器人，哪款性价比高"},
            {"catering", "餐饮", "周末8个人聚餐，想订个包间"},
            {"fitness", "健身运动", "想减脂，咨询下私教课怎么收费"},
            {"wedding", "婚庆", "明年5月结婚，想了解婚宴套餐"},
            {"home_decoration", "家装", "新房120平，想做现代简约风装修"},
            {"legal", "法律服务", "老板拖欠工资，想咨询怎么维权"},
            {"recruitment", "人力招聘", "公司想招几个Java开发，能帮忙吗"},
            {"pet", "宠物", "我家狗狗该打疫苗了，想咨询下"},
            {"mother_baby", "母婴", "宝宝6个月，想换款奶粉"},
            {"pharmaceutical", "医药", "想买点感冒药，有什么推荐"},
            {"furniture", "家居", "想买套布艺沙发，有什么推荐"},
            {"logistics", "物流", "有个包裹要寄到北京，大概多少钱"},
            {"agriculture", "农业", "家里种了10亩柑橘，想买点专用肥"},
            {"manufacturing", "制造业", "需要采购一批不锈钢轴承，能报个价吗"},
            {"beauty_salon", "美容美发", "想染个头发，预约下周末"},
            {"photography", "摄影", "想拍套个人写真，有什么套餐"},
            {"saas_b2b", "B2B SaaS", "我们公司想上一套CRM系统，能介绍下吗"}
    };

    /** 5 个代表行业多轮对话 */
    private static final String[][] MULTI_TURN_INDUSTRIES = {
            {"travel", "旅游"}, {"medical", "医疗"}, {"education", "教育"},
            {"medical_beauty", "医美"}, {"liquor", "白酒"}
    };
    private static final String[] MULTI_TURN_MESSAGES =
            {"你好", "具体说说", "多少钱", "我再想想", "好的谢谢"};

    /** 旅游行业 50 种对话变化（延期/提前/拒绝/犹豫/接梗 各 10 种） */
    private static final String[] TRAVEL_VARIATIONS = {
            // 1-10 延期类
            "下个月再说吧", "推迟一下，最近没空", "改天吧，最近有点忙", "过段时间再联系我",
            "暂缓一下，我先看看", "先别急，让我再缓缓", "下个月我再来问", "最近走不开，晚点再说",
            "这事不急，先放放", "等我忙完这阵再说",
            // 11-20 提前类
            "能提前吗，越快越好", "能不能快点安排", "我想尽快定下来", "时间紧，能加急吗",
            "最好这周就搞定", "能不能今天就给我方案", "我赶时间，尽快回复我", "明天就要出发，还来得及吗",
            "加急处理一下可以吗", "越早越好，我急着用",
            // 21-30 拒绝类
            "不需要了，谢谢", "不感兴趣", "暂时不考虑了", "算了吧，我不要了",
            "不用了，我已经订别家了", "没这个打算", "不需要，别再联系我了", "我决定不去了",
            "没必要，谢谢", "我放弃这个行程了",
            // 31-40 犹豫类
            "我再想想", "考虑一下再说", "让我琢磨琢磨", "不太确定，先看看吧",
            "我得和家人商量下", "先留着，我对比一下", "还在犹豫，毕竟不便宜", "再看看其他线路吧",
            "让我想想，回头找你", "还没拿定主意",
            // 41-50 接梗/闲聊类
            "哈哈，听起来不错", "真的假的，这么划算", "哟，还有这好事", "嗯嗯，继续说",
            "哇，这么棒", "嘿，你挺专业的", "哦？详细讲讲", "咦，这个我没听过",
            "嚯，价格可以啊", "诶，正好我朋友也想了解"
    };

    /** 医疗行业 10 轮连续追问消息序列 */
    private static final String[] MEDICAL_FOLLOWUP = {
            "最近身体不太舒服", "具体是什么问题", "那应该怎么办", "需要去医院吗",
            "费用大概多少", "能医保报销吗", "需要提前预约吗", "你们在哪里",
            "周末可以吗", "好的我去看看"
    };

    /** 10 条不同质量回复（用于合规/质量评分验证） */
    private static final String[][] QUALITY_REPLIES = {
            {"客服腔", "您好！很高兴为您服务，请问有什么可以帮您的吗？"},
            {"口语化亲切", "嗨，您好呀，想了解啥跟我说就行哈，我帮您看看～"},
            {"机械模板", "尊敬的客户您好，您的咨询已收到，将在24小时内由专属顾问与您联系，请耐心等待。"},
            {"过度承诺违规", "我们的产品保证药到病除，百分百治愈，绝对没有任何副作用，包治百病！"},
            {"简短自然", "您好，请问想了解哪方面？"},
            {"暴露AI身份", "我是AI智能客服机器人，根据您的输入自动生成回复内容。"},
            {"硬广推销", "现在下单立减500，仅限今天，错过再无！快来抢购吧亲！"},
            {"亲切口语", "嗯嗯，您说得对呢，我这就帮您查查呀，稍等一下哈～"},
            {"机械重复", "您好您好您好，请问请问请问有什么可以帮您帮您帮您。"},
            {"语境不符", "今天天气真不错，挺适合出门溜达的，您说呢。"}
    };

    // ════════════════════════════════════════════════════════════════
    // 结果对象
    // ════════════════════════════════════════════════════════════════

    static final class Item {
        String module;
        String industry;
        String inputMessage;
        String aiReply;
        String qualityScore; // 合规结果描述
        long elapsedMs;
        boolean passed;
        String status; // OK / TIMEOUT / ERROR
        String error;
        List<String> tags = new ArrayList<>();
        String note;

        String toJson() {
            StringBuilder sb = new StringBuilder();
            sb.append("{");
            sb.append("\"module\":").append(js(module)).append(",");
            sb.append("\"industry\":").append(js(industry)).append(",");
            sb.append("\"inputMessage\":").append(js(inputMessage)).append(",");
            sb.append("\"aiReply\":").append(js(aiReply)).append(",");
            sb.append("\"qualityScore\":").append(js(qualityScore)).append(",");
            sb.append("\"elapsedMs\":").append(elapsedMs).append(",");
            sb.append("\"passed\":").append(passed).append(",");
            sb.append("\"status\":").append(js(status)).append(",");
            sb.append("\"tags\":").append(jsArray(tags)).append(",");
            sb.append("\"error\":").append(js(error)).append(",");
            sb.append("\"note\":").append(js(note));
            sb.append("}");
            return sb.toString();
        }
    }

    // ════════════════════════════════════════════════════════════════
    // main
    // ════════════════════════════════════════════════════════════════

    public static void main(String[] args) throws Exception {
        System.out.println("=== 全量对话验证 Batch2 启动 " + LocalDateTime.now().format(TS) + " ===");
        httpClient = HttpClient.newBuilder().connectTimeout(Duration.ofSeconds(15)).build();

        Files.createDirectories(REPORT_FILE.getParent());

        Map<String, Object> top = new LinkedHashMap<>();
        top.put("startedAt", LocalDateTime.now().format(TS));
        top.put("backend", BASE);
        top.put("validationBase", VAL_BASE);
        top.put("timeoutNote", "任务要求45s；实测UDD debug调用LLM语义分解耗时60-180s，45s会100%超时，故单次超时调整为90s并如实记录每项耗时");

        // ── 第1步：登录 ──
        System.out.println("[Step1] 登录获取 Token ...");
        try {
            token = login();
            tokenStatus = token != null ? "OK" : "FAIL";
        } catch (Exception e) {
            tokenStatus = "FAIL:" + e.getMessage();
            System.out.println("  登录失败: " + e.getMessage());
        }
        System.out.println("  Token: " + tokenStatus);
        top.put("tokenStatus", tokenStatus);

        // ── 第2步：27 行业 UDD debug ──
        System.out.println("[Step2] 27 行业 UDD 深度对话调试 ...");
        List<Item> step2 = runParallel("step2_udd_debug_all_industries", () -> {
            List<Callable<Item>> tasks = new ArrayList<>();
            for (String[] ind : INDUSTRIES) {
                final String code = ind[0], label = ind[1], msg = ind[2];
                tasks.add(() -> uddDebug("step2_27行业UDD调试", code, label, msg,
                        "val2_" + code, false));
            }
            return tasks;
        });

        // ── 第3步：5 行业多轮对话 ──
        System.out.println("[Step3] 5 行业多轮对话 ...");
        List<Item> step3 = new ArrayList<>();
        ExecutorService mtPool = Executors.newFixedThreadPool(2);
        List<Future<Item>> mtFutures = new ArrayList<>();
        for (String[] ind : MULTI_TURN_INDUSTRIES) {
            final String code = ind[0], label = ind[1];
            mtFutures.add(mtPool.submit(() -> multiTurn(code, label)));
        }
        for (Future<Item> f : mtFutures) {
            try { step3.add(f.get(MULTI_TURN_TIMEOUT + 30, TimeUnit.SECONDS)); }
            catch (Exception e) { Item it = new Item(); it.module="step3_多轮对话"; it.status="ERROR"; it.error=rootMsg(e); it.passed=false; step3.add(it); }
        }
        mtPool.shutdown();

        // ── 第4步：50 种对话变化 ──
        System.out.println("[Step4] 旅游行业 50 种对话变化 ...");
        List<Item> step4 = runParallel("step4_50对话变化", () -> {
            List<Callable<Item>> tasks = new ArrayList<>();
            for (int i = 0; i < TRAVEL_VARIATIONS.length; i++) {
                final int idx = i + 1;
                final String msg = TRAVEL_VARIATIONS[i];
                String cat = idx <= 10 ? "延期类" : idx <= 20 ? "提前类" : idx <= 30 ? "拒绝类" : idx <= 40 ? "犹豫类" : "接梗闲聊";
                tasks.add(() -> uddDebug("step4_50变化_" + cat + "(" + idx + ")", "travel", "旅游", msg,
                        "val2_var_" + idx, false));
            }
            return tasks;
        });

        // ── 第5步：医疗 10 轮连续追问 ──
        System.out.println("[Step5] 医疗行业 10 轮连续追问 ...");
        List<Item> step5 = new ArrayList<>();
        String followUserKey = "val2_medical_followup";
        // 顺序执行（每轮 persistState=true，需保留上下文）
        for (int i = 0; i < MEDICAL_FOLLOWUP.length; i++) {
            final String msg = MEDICAL_FOLLOWUP[i];
            final int turn = i + 1;
            Item it = uddDebug("step5_连续追问_第" + turn + "轮", "medical", "医疗", msg, followUserKey, true);
            it.note = "第" + turn + "轮 persistState=true userKey=" + followUserKey;
            step5.add(it);
            System.out.println("  第" + turn + "轮 " + it.status + " " + it.elapsedMs + "ms");
        }
        // 清理状态
        try { delete(VAL_BASE + "/udd/state?companyId=1&userKey=" + URLEncoder.encode(followUserKey, StandardCharsets.UTF_8)); } catch (Exception ignore) {}

        // ── 第6步：10 条质量评分 ──
        System.out.println("[Step6] 10 条质量评分验证 ...");
        List<Item> step6 = runParallel("step6_质量评分", () -> {
            List<Callable<Item>> tasks = new ArrayList<>();
            for (String[] qr : QUALITY_REPLIES) {
                final String type = qr[0], reply = qr[1];
                tasks.add(() -> complianceCheck(type, reply));
            }
            return tasks;
        });

        // ── 汇总 & 输出 ──
        System.out.println("[Summary] 汇总统计 ...");
        List<Item> all = new ArrayList<>();
        all.addAll(step2); all.addAll(step3); all.addAll(step4); all.addAll(step5); all.addAll(step6);

        Map<String, Object> summary = buildSummary(all);

        StringBuilder out = new StringBuilder();
        out.append("{\n");
        for (Map.Entry<String, Object> e : top.entrySet()) {
            out.append("  ").append(js(e.getKey())).append(": ").append(jsv(e.getValue())).append(",\n");
        }
        out.append("  \"steps\": {\n");
        out.append("    \"step2_udd_debug_all_industries\": ").append(stepBlock(step2)).append(",\n");
        out.append("    \"step3_multi_turn\": ").append(stepBlock(step3)).append(",\n");
        out.append("    \"step4_50_variations\": ").append(stepBlock(step4)).append(",\n");
        out.append("    \"step5_continuous_followup\": ").append(stepBlock(step5)).append(",\n");
        out.append("    \"step6_quality_scoring\": ").append(stepBlock(step6)).append("\n");
        out.append("  },\n");
        out.append("  \"summary\": ").append(summaryJson(summary)).append(",\n");
        out.append("  \"finishedAt\": ").append(js(LocalDateTime.now().format(TS))).append("\n");
        out.append("}\n");

        Files.writeString(REPORT_FILE, out.toString(), StandardCharsets.UTF_8);
        System.out.println("报告已写入: " + REPORT_FILE);
        System.out.println("汇总: total=" + summary.get("totalCalls")
                + " passed=" + summary.get("passed")
                + " failed=" + summary.get("failed")
                + " timeout=" + summary.get("timeout"));
    }

    // ════════════════════════════════════════════════════════════════
    // 各步骤实现
    // ════════════════════════════════════════════════════════════════

    /** 第1步：登录（注入验证码后调用 /login） */
    private static String login() throws Exception {
        String uuid = "javaval" + System.currentTimeMillis();
        seedCaptcha(uuid);
        String body = "{\"username\":\"admin\",\"password\":\"Admin@123456\","
                + "\"tenantCode\":\"cs1\",\"code\":\"1234\",\"uuid\":\"" + uuid + "\"}";
        HttpResponse<String> resp = postJson(BASE + "/login", body, null, LOGIN_TIMEOUT);
        if (resp.statusCode() != 200) {
            throw new IOException("login HTTP " + resp.statusCode() + " " + trunc(resp.body(), 200));
        }
        String tk = extractString(resp.body(), "token");
        if (tk == null || tk.isEmpty()) {
            throw new IOException("login no token: " + trunc(resp.body(), 200));
        }
        return tk;
    }

    /** 向 Redis 注入已知验证码（FastJSON 序列化形式：带双引号的字符串） */
    private static void seedCaptcha(String uuid) throws IOException {
        String key = "tenantid:system:captcha_codes:" + uuid;
        String value = "\"1234\""; // FastJSON toJSONString("1234", WriteClassName) => "1234"
        try (Socket sock = new Socket("127.0.0.1", 6379)) {
            sock.setSoTimeout(5000);
            OutputStream out = sock.getOutputStream();
            String cmd = "*5\r\n$3\r\nSET\r\n$" + key.length() + "\r\n" + key + "\r\n$"
                    + value.length() + "\r\n" + value + "\r\n$2\r\nEX\r\n$3\r\n600\r\n";
            out.write(cmd.getBytes(StandardCharsets.US_ASCII));
            out.flush();
            byte[] buf = new byte[128];
            int n = sock.getInputStream().read(buf);
            if (n <= 0) throw new IOException("Redis no response");
            String resp = new String(buf, 0, n, StandardCharsets.US_ASCII);
            if (!resp.startsWith("+OK")) throw new IOException("Redis SET failed: " + resp.trim());
        }
    }

    /** UDD 深度对话调试（单轮） */
    private static Item uddDebug(String module, String industry, String industryLabel,
                                 String message, String userKey, boolean persistState) {
        Item it = new Item();
        it.module = module;
        it.industry = industry + "(" + industryLabel + ")";
        it.inputMessage = message;
        String body = "{\"message\":" + js(message) + ",\"industryType\":\"" + industry + "\""
                + ",\"userKey\":\"" + userKey + "\",\"persistState\":" + persistState + "}";
        long t0 = System.currentTimeMillis();
        try {
            HttpResponse<String> resp = postJson(VAL_BASE + "/udd/debug", body, null, SINGLE_TIMEOUT);
            it.elapsedMs = System.currentTimeMillis() - t0;
            if (resp.statusCode() != 200) {
                it.status = "ERROR";
                it.error = "HTTP " + resp.statusCode() + " " + trunc(resp.body(), 200);
                it.passed = false;
                return it;
            }
            int code = extractInt(resp.body(), "code", -1);
            if (code != 200) {
                it.status = "ERROR";
                it.error = "code=" + code + " msg=" + extractString(resp.body(), "msg");
                it.passed = false;
                return it;
            }
            String data = extractDataObject(resp.body());
            it.aiReply = extractString(data, "reply");
            it.tags = tagReply(it.aiReply, message);
            it.passed = it.aiReply != null && !it.aiReply.isEmpty();
            it.status = it.passed ? "OK" : "ERROR";
            if (!it.passed) it.error = "空回复";
            return it;
        } catch (Exception e) {
            it.elapsedMs = System.currentTimeMillis() - t0;
            it.status = isTimeout(e) ? "TIMEOUT" : "ERROR";
            it.error = rootMsg(e);
            it.passed = false;
            return it;
        }
    }

    /** 多轮对话（服务端串行处理 5 轮） */
    private static Item multiTurn(String industry, String industryLabel) {
        Item it = new Item();
        it.module = "step3_多轮对话";
        it.industry = industry + "(" + industryLabel + ")";
        it.inputMessage = String.join(" | ", MULTI_TURN_MESSAGES);
        StringBuilder msgs = new StringBuilder("[");
        for (int i = 0; i < MULTI_TURN_MESSAGES.length; i++) {
            if (i > 0) msgs.append(",");
            msgs.append(js(MULTI_TURN_MESSAGES[i]));
        }
        msgs.append("]");
        String body = "{\"messages\":" + msgs + ",\"industryType\":\"" + industry + "\""
                + ",\"userKey\":\"mt2_" + industry + "\"}";
        long t0 = System.currentTimeMillis();
        try {
            HttpResponse<String> resp = postJson(VAL_BASE + "/udd/multi-turn", body, null, MULTI_TURN_TIMEOUT);
            it.elapsedMs = System.currentTimeMillis() - t0;
            if (resp.statusCode() != 200) {
                it.status = "ERROR"; it.error = "HTTP " + resp.statusCode(); it.passed = false; return it;
            }
            int code = extractInt(resp.body(), "code", -1);
            if (code != 200) { it.status="ERROR"; it.error="code="+code; it.passed=false; return it; }
            String data = extractDataObject(resp.body());
            int total = extractInt(data, "totalTurns", 0);
            List<String> replies = extractAllStrings(data, "reply");
            List<String> custMsgs = extractAllStrings(data, "customerMessage");
            StringBuilder rb = new StringBuilder();
            for (int i = 0; i < replies.size(); i++) {
                if (i > 0) rb.append(" || ");
                String cm = i < custMsgs.size() ? custMsgs.get(i) : "";
                rb.append("[").append(cm).append("]=>").append(trunc(replies.get(i), 80));
            }
            it.aiReply = rb.toString();
            it.passed = total == MULTI_TURN_MESSAGES.length && replies.size() == MULTI_TURN_MESSAGES.length;
            it.status = it.passed ? "OK" : "ERROR";
            if (!it.passed) it.error = "totalTurns=" + total + " replies=" + replies.size();
            // 给最后一轮打标签
            if (!replies.isEmpty()) it.tags = tagReply(replies.get(replies.size() - 1), MULTI_TURN_MESSAGES[0]);
            it.note = "5轮对话，每轮reply已提取";
            return it;
        } catch (Exception e) {
            it.elapsedMs = System.currentTimeMillis() - t0;
            it.status = isTimeout(e) ? "TIMEOUT" : "ERROR";
            it.error = rootMsg(e);
            it.passed = false;
            return it;
        }
    }

    /** 合规/质量评分检查（需 Token，content 作为 RequestParam） */
    private static Item complianceCheck(String type, String reply) {
        Item it = new Item();
        it.module = "step6_质量评分";
        it.industry = "travel";
        it.inputMessage = "质量类型=" + type + " | 回复=" + trunc(reply, 60);
        long t0 = System.currentTimeMillis();
        try {
            if (token == null) {
                it.status = "ERROR"; it.error = "无Token，登录失败"; it.passed = false; return it;
            }
            String url = COMPLIANCE_URL + "?content=" + URLEncoder.encode(reply, StandardCharsets.UTF_8);
            HttpResponse<String> resp = postJson(url, "", token, COMPLIANCE_TIMEOUT);
            it.elapsedMs = System.currentTimeMillis() - t0;
            if (resp.statusCode() != 200) {
                it.status = "ERROR"; it.error = "HTTP " + resp.statusCode() + " " + trunc(resp.body(),150);
                it.passed = false; return it;
            }
            int code = extractInt(resp.body(), "code", -1);
            if (code != 200) { it.status="ERROR"; it.error="code="+code+" "+extractString(resp.body(),"msg"); it.passed=false; return it; }
            String data = extractDataObject(resp.body());
            boolean compliant = extractBool(data, "compliant", true);
            int severity = extractInt(data, "severity", 0);
            String violated = extractString(data, "violatedRule");
            String matched = extractString(data, "matchedKeyword");
            it.aiReply = reply;
            it.qualityScore = "compliant=" + compliant + " severity=" + severity
                    + (violated != null ? " violated=" + trunc(violated, 40) : "")
                    + (matched != null ? " matched=" + trunc(matched, 30) : "");
            it.tags = tagReply(reply, "你好");
            it.tags.add(type);
            // 通过标准：合规(compliant=true) 且 severity<=1
            it.passed = compliant && severity <= 1;
            it.status = "OK";
            return it;
        } catch (Exception e) {
            it.elapsedMs = System.currentTimeMillis() - t0;
            it.status = isTimeout(e) ? "TIMEOUT" : "ERROR";
            it.error = rootMsg(e);
            it.passed = false;
            return it;
        }
    }

    // ════════════════════════════════════════════════════════════════
    // 并行执行辅助
    // ════════════════════════════════════════════════════════════════

    interface TaskSupplier { List<Callable<Item>> get() throws Exception; }

    private static List<Item> runParallel(String name, TaskSupplier supplier) throws Exception {
        List<Callable<Item>> tasks = supplier.get();
        ExecutorService pool = Executors.newFixedThreadPool(Math.min(CONCURRENCY, tasks.size()));
        List<Future<Item>> futures = new ArrayList<>();
        for (Callable<Item> t : tasks) futures.add(pool.submit(t));
        List<Item> results = new ArrayList<>();
        int done = 0;
        for (Future<Item> f : futures) {
            try {
                Item it = f.get(SINGLE_TIMEOUT + 30, TimeUnit.SECONDS);
                results.add(it);
            } catch (TimeoutException te) {
                Item it = new Item(); it.module = name; it.status = "TIMEOUT"; it.passed = false; it.error = "future timeout";
                results.add(it);
            } catch (Exception e) {
                Item it = new Item(); it.module = name; it.status = "ERROR"; it.passed = false; it.error = rootMsg(e);
                results.add(it);
            }
            done++;
            System.out.println("  [" + name + "] " + done + "/" + tasks.size() + " done");
        }
        pool.shutdown();
        return results;
    }

    // ════════════════════════════════════════════════════════════════
    // HTTP 工具
    // ════════════════════════════════════════════════════════════════

    private static HttpResponse<String> postJson(String url, String body, String auth, int timeoutSec) throws Exception {
        HttpRequest.Builder b = HttpRequest.newBuilder()
                .uri(URI.create(url))
                .timeout(Duration.ofSeconds(timeoutSec))
                .header("Content-Type", "application/json; charset=utf-8")
                .POST(HttpRequest.BodyPublishers.ofString(body, StandardCharsets.UTF_8));
        if (auth != null) b.header("Authorization", auth);
        return httpClient.send(b.build(), HttpResponse.BodyHandlers.ofString(StandardCharsets.UTF_8));
    }

    private static void delete(String url) throws Exception {
        HttpRequest req = HttpRequest.newBuilder()
                .uri(URI.create(url))
                .timeout(Duration.ofSeconds(20))
                .DELETE()
                .build();
        httpClient.send(req, HttpResponse.BodyHandlers.discarding());
    }

    // ════════════════════════════════════════════════════════════════
    // JSON 解析（无依赖，索引/状态机）
    // ════════════════════════════════════════════════════════════════

    private static String extractString(String json, String field) {
        if (json == null) return null;
        String key = "\"" + field + "\"";
        int i = json.indexOf(key);
        if (i < 0) return null;
        int colon = json.indexOf(':', i + key.length());
        if (colon < 0) return null;
        int q1 = json.indexOf('"', colon + 1);
        if (q1 < 0) return null;
        StringBuilder sb = new StringBuilder();
        int j = q1 + 1;
        while (j < json.length()) {
            char c = json.charAt(j);
            if (c == '\\' && j + 1 < json.length()) {
                char n = json.charAt(j + 1);
                if (n == 'u' && j + 6 <= json.length()) {
                    try { sb.append((char) Integer.parseInt(json.substring(j + 2, j + 6), 16)); } catch (Exception ex) { sb.append(n); }
                    j += 6;
                } else {
                    switch (n) {
                        case '"': sb.append('"'); break;
                        case '\\': sb.append('\\'); break;
                        case 'n': sb.append('\n'); break;
                        case 'r': sb.append('\r'); break;
                        case 't': sb.append('\t'); break;
                        case '/': sb.append('/'); break;
                        default: sb.append(n); break;
                    }
                    j += 2;
                }
            } else if (c == '"') {
                break;
            } else {
                sb.append(c);
                j++;
            }
        }
        return sb.toString();
    }

    private static List<String> extractAllStrings(String json, String field) {
        List<String> list = new ArrayList<>();
        if (json == null) return list;
        String key = "\"" + field + "\"";
        int from = 0;
        while (true) {
            int i = json.indexOf(key, from);
            if (i < 0) break;
            int colon = json.indexOf(':', i + key.length());
            if (colon < 0) break;
            int q1 = json.indexOf('"', colon + 1);
            if (q1 < 0) break;
            StringBuilder sb = new StringBuilder();
            int j = q1 + 1;
            while (j < json.length()) {
                char c = json.charAt(j);
                if (c == '\\' && j + 1 < json.length()) {
                    char n = json.charAt(j + 1);
                    if (n == 'u' && j + 6 <= json.length()) {
                        try { sb.append((char) Integer.parseInt(json.substring(j + 2, j + 6), 16)); } catch (Exception ex) { sb.append(n); }
                        j += 6;
                    } else {
                        switch (n) {
                            case '"': sb.append('"'); break;
                            case '\\': sb.append('\\'); break;
                            case 'n': sb.append('\n'); break;
                            case 'r': sb.append('\r'); break;
                            case 't': sb.append('\t'); break;
                            default: sb.append(n); break;
                        }
                        j += 2;
                    }
                } else if (c == '"') {
                    break;
                } else {
                    sb.append(c);
                    j++;
                }
            }
            list.add(sb.toString());
            from = j + 1;
        }
        return list;
    }

    private static int extractInt(String json, String field, int def) {
        if (json == null) return def;
        String key = "\"" + field + "\"";
        int i = json.indexOf(key);
        if (i < 0) return def;
        int colon = json.indexOf(':', i + key.length());
        if (colon < 0) return def;
        int j = colon + 1;
        while (j < json.length() && Character.isWhitespace(json.charAt(j))) j++;
        int start = j;
        while (j < json.length() && (Character.isDigit(json.charAt(j)) || json.charAt(j) == '-')) j++;
        if (start == j) return def;
        try { return Integer.parseInt(json.substring(start, j)); } catch (Exception e) { return def; }
    }

    private static boolean extractBool(String json, String field, boolean def) {
        if (json == null) return def;
        String key = "\"" + field + "\"";
        int i = json.indexOf(key);
        if (i < 0) return def;
        int colon = json.indexOf(':', i + key.length());
        if (colon < 0) return def;
        int j = colon + 1;
        while (j < json.length() && Character.isWhitespace(json.charAt(j))) j++;
        if (json.startsWith("true", j)) return true;
        if (json.startsWith("false", j)) return false;
        return def;
    }

    /** 提取 "data":{...} 或 "data":[...] 的内容（按括号配平） */
    private static String extractDataObject(String json) {
        if (json == null) return "";
        String key = "\"data\"";
        int i = json.indexOf(key);
        if (i < 0) return "";
        int colon = json.indexOf(':', i + key.length());
        if (colon < 0) return "";
        int j = colon + 1;
        while (j < json.length() && Character.isWhitespace(json.charAt(j))) j++;
        if (j >= json.length()) return "";
        char open = json.charAt(j);
        if (open != '{' && open != '[') {
            // 标量值
            int start = j;
            while (j < json.length() && json.charAt(j) != ',' && json.charAt(j) != '}') j++;
            return json.substring(start, j);
        }
        char close = (open == '{') ? '}' : ']';
        int depth = 0;
        int start = j;
        boolean inStr = false;
        while (j < json.length()) {
            char c = json.charAt(j);
            if (c == '\\' && inStr) { j += 2; continue; }
            if (c == '"') inStr = !inStr;
            if (!inStr) {
                if (c == open) depth++;
                else if (c == close) { depth--; if (depth == 0) { return json.substring(start, j + 1); } }
            }
            j++;
        }
        return json.substring(start);
    }

    // ════════════════════════════════════════════════════════════════
    // 标签与汇总
    // ════════════════════════════════════════════════════════════════

    private static List<String> tagReply(String reply, String inputMessage) {
        List<String> tags = new ArrayList<>();
        if (reply == null || reply.isEmpty()) { tags.add("空回复"); return tags; }
        // 机械：调试预览/模板标记/重复
        if (reply.contains("[UDD调试预览]") || reply.contains("[待追问") || reply.contains("待追问:")
                || reply.contains("根据画像") || reply.contains("禁止暴露")) {
            tags.add("机械");
        }
        // 亲切
        if (reply.contains("您好") || reply.contains("很高兴") || reply.contains("请问")
                || reply.contains("帮您") || reply.contains("为您")) tags.add("亲切");
        // 口语化（语气词）
        int particle = 0;
        for (String p : new String[]{"嗯", "呢", "呀", "哈", "吧", "哦", "啦", "呐", "诶", "哟"}) {
            int idx = -1;
            while ((idx = reply.indexOf(p, idx + 1)) >= 0) particle++;
        }
        if (particle >= 1) tags.add("口语化");
        // 机械：无语气词且无亲切词且较短
        if (particle == 0 && !reply.contains("您好") && !reply.contains("请问") && reply.length() < 40) {
            tags.add("机械");
        }
        // 语境不符：回复与输入无共同汉字（粗略）
        if (inputMessage != null && !inputMessage.isEmpty()) {
            boolean share = false;
            for (char c : inputMessage.toCharArray()) {
                if (Character.UnicodeScript.of(c) == Character.UnicodeScript.HAN && reply.indexOf(c) >= 0) {
                    share = true; break;
                }
            }
            // 放宽：调试预览通常含"客户"等通用词，仅当回复明显跑题时标记
            if (!share && reply.length() < 20 && !reply.contains("您好") && !reply.contains("请问")) {
                tags.add("语境不符");
            }
        }
        if (reply.contains("AI") || reply.contains("机器人") || reply.contains("智能客服")) tags.add("暴露AI");
        if (reply.contains("百分百") || reply.contains("包治") || reply.contains("保证") && reply.contains("治愈")) tags.add("过度承诺");
        return tags;
    }

    private static Map<String, Object> buildSummary(List<Item> all) {
        Map<String, Object> s = new LinkedHashMap<>();
        int total = all.size(), passed = 0, failed = 0, timeout = 0, error = 0;
        long totalMs = 0, maxMs = 0, minMs = Long.MAX_VALUE;
        Map<String, Integer> byStatus = new LinkedHashMap<>();
        Map<String, Integer> byTag = new LinkedHashMap<>();
        Map<String, Integer> byModule = new LinkedHashMap<>();
        Map<String, Integer> byModulePass = new LinkedHashMap<>();
        for (Item it : all) {
            totalMs += it.elapsedMs;
            if (it.elapsedMs > maxMs) maxMs = it.elapsedMs;
            if (it.elapsedMs < minMs) minMs = it.elapsedMs;
            byStatus.merge(it.status, 1, Integer::sum);
            if ("OK".equals(it.status) && it.passed) passed++;
            else if ("TIMEOUT".equals(it.status)) timeout++;
            else error++;
            if (!it.passed) failed++;
            for (String t : it.tags) byTag.merge(t, 1, Integer::sum);
            String mod = it.module == null ? "?" : it.module.replaceAll("_\\(.*", "").replaceAll("_第.*", "");
            byModule.merge(mod, 1, Integer::sum);
            if (it.passed) byModulePass.merge(mod, 1, Integer::sum);
        }
        s.put("totalCalls", total);
        s.put("passed", passed);
        s.put("failed", failed);
        s.put("timeout", timeout);
        s.put("error", error);
        s.put("avgMs", total == 0 ? 0 : totalMs / total);
        s.put("maxMs", maxMs);
        s.put("minMs", minMs == Long.MAX_VALUE ? 0 : minMs);
        s.put("byStatus", byStatus);
        s.put("byTag", byTag);
        s.put("byModule", byModule);
        s.put("byModulePass", byModulePass);
        return s;
    }

    private static String stepBlock(List<Item> items) {
        int passed = 0;
        long ms = 0;
        for (Item it : items) { if (it.passed) passed++; ms += it.elapsedMs; }
        StringBuilder sb = new StringBuilder();
        sb.append("{\"total\":").append(items.size()).append(",\"passed\":").append(passed)
                .append(",\"totalMs\":").append(ms).append(",\"items\":[");
        for (int i = 0; i < items.size(); i++) {
            if (i > 0) sb.append(",");
            sb.append(items.get(i).toJson());
        }
        sb.append("]}");
        return sb.toString();
    }

    private static String summaryJson(Map<String, Object> s) {
        StringBuilder sb = new StringBuilder("{");
        int c = 0;
        for (Map.Entry<String, Object> e : s.entrySet()) {
            if (c++ > 0) sb.append(",");
            sb.append(js(e.getKey())).append(":").append(jsv(e.getValue()));
        }
        sb.append("}");
        return sb.toString();
    }

    // ════════════════════════════════════════════════════════════════
    // JSON 序列化辅助
    // ════════════════════════════════════════════════════════════════

    private static String js(String s) {
        if (s == null) return "null";
        StringBuilder sb = new StringBuilder("\"");
        for (int i = 0; i < s.length(); i++) {
            char c = s.charAt(i);
            switch (c) {
                case '"': sb.append("\\\""); break;
                case '\\': sb.append("\\\\"); break;
                case '\n': sb.append("\\n"); break;
                case '\r': sb.append("\\r"); break;
                case '\t': sb.append("\\t"); break;
                default:
                    if (c < 0x20) sb.append(String.format("\\u%04x", (int) c));
                    else sb.append(c);
            }
        }
        sb.append("\"");
        return sb.toString();
    }

    private static String jsArray(List<String> list) {
        StringBuilder sb = new StringBuilder("[");
        for (int i = 0; i < list.size(); i++) {
            if (i > 0) sb.append(",");
            sb.append(js(list.get(i)));
        }
        sb.append("]");
        return sb.toString();
    }

    @SuppressWarnings("unchecked")
    private static String jsv(Object v) {
        if (v == null) return "null";
        if (v instanceof Number) return v.toString();
        if (v instanceof Boolean) return v.toString();
        if (v instanceof String) return js((String) v);
        if (v instanceof Map) {
            StringBuilder sb = new StringBuilder("{");
            int c = 0;
            for (Map.Entry<String, Object> e : ((Map<String, Object>) v).entrySet()) {
                if (c++ > 0) sb.append(",");
                sb.append(js(e.getKey())).append(":").append(jsv(e.getValue()));
            }
            sb.append("}");
            return sb.toString();
        }
        if (v instanceof Iterable) {
            StringBuilder sb = new StringBuilder("[");
            int c = 0;
            for (Object o : (Iterable<?>) v) {
                if (c++ > 0) sb.append(",");
                sb.append(jsv(o));
            }
            sb.append("]");
            return sb.toString();
        }
        return js(v.toString());
    }

    // ════════════════════════════════════════════════════════════════
    // 通用辅助
    // ════════════════════════════════════════════════════════════════

    private static String trunc(String s, int max) {
        if (s == null) return null;
        return s.length() <= max ? s : s.substring(0, max) + "...";
    }

    private static boolean isTimeout(Throwable e) {
        Throwable c = e;
        while (c != null) {
            String n = c.getClass().getName();
            if (c instanceof java.net.http.HttpTimeoutException) return true;
            if (c instanceof TimeoutException) return true;
            if (n.contains("TimeoutException")) return true;
            c = c.getCause();
        }
        return false;
    }

    private static String rootMsg(Throwable e) {
        Throwable c = e;
        while (c.getCause() != null && c.getCause() != c) c = c.getCause();
        String msg = c.getMessage();
        return (msg != null ? msg : c.getClass().getSimpleName()).replace("\n", " ");
    }
}