feat(ssa): Complete Phase I-IV intelligent dialogue and tool system development
Phase I - Session Blackboard + READ Layer: - SessionBlackboardService with Postgres-Only cache - DataProfileService for data overview generation - PicoInferenceService for LLM-driven PICO extraction - Frontend DataContextCard and VariableDictionaryPanel - E2E tests: 31/31 passed Phase II - Conversation Layer LLM + Intent Router: - ConversationService with SSE streaming - IntentRouterService (rule-first + LLM fallback, 6 intents) - SystemPromptService with 6-segment dynamic assembly - TokenTruncationService for context management - ChatHandlerService as unified chat entry - Frontend SSAChatPane and useSSAChat hook - E2E tests: 38/38 passed Phase III - Method Consultation + AskUser Standardization: - ToolRegistryService with Repository Pattern - MethodConsultService with DecisionTable + LLM enhancement - AskUserService with global interrupt handling - Frontend AskUserCard component - E2E tests: 13/13 passed Phase IV - Dialogue-Driven Analysis + QPER Integration: - ToolOrchestratorService (plan/execute/report) - analysis_plan SSE event for WorkflowPlan transmission - Dual-channel confirmation (ask_user card + workspace button) - PICO as optional hint for LLM parsing - E2E tests: 25/25 passed R Statistics Service: - 5 new R tools: anova_one, baseline_table, fisher, linear_reg, wilcoxon - Enhanced guardrails and block helpers - Comprehensive test suite (run_all_tools_test.js) Documentation: - Updated system status document (v5.9) - Updated SSA module status and development plan (v1.8) Total E2E: 107/107 passed (Phase I: 31, Phase II: 38, Phase III: 13, Phase IV: 25) Co-authored-by: Cursor <cursoragent@cursor.com>
This commit is contained in:
468
backend/scripts/test-ssa-phase3-e2e.ts
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468
backend/scripts/test-ssa-phase3-e2e.ts
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/**
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* Phase III — method_consult + ask_user E2E 测试
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*
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* 测试覆盖：
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* 1. Prompt 模板入库验证（SSA_METHOD_CONSULT）
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* 2. ToolRegistryService 查询准确性
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* 3. consult 意图 → method_consult 结构化推荐
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* 4. ask_user 确认卡片推送
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* 5. ask_user 响应路由（confirm/skip）
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* 6. H1: 用户无视卡片直接打字 → 全局打断 + 正常路由
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* 7. H1: ask_user skip 按钮 → 正常清理 + 友好回复
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*
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* 依赖：Node.js 后端 + PostgreSQL + Python extraction_service + LLM 服务
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* 运行方式：npx tsx scripts/test-ssa-phase3-e2e.ts
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*
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* 测试用户：13800000001 / 123456
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* 测试数据：docs/03-业务模块/SSA-智能统计分析/05-测试文档/test.csv
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*/
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import { readFileSync } from 'fs';
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import { join, dirname } from 'path';
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import { fileURLToPath } from 'url';
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const __filename = fileURLToPath(import.meta.url);
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const __dirname = dirname(__filename);
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const BASE_URL = 'http://localhost:3000';
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const TEST_PHONE = '13800000001';
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const TEST_PASSWORD = '123456';
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const TEST_CSV_PATH = join(__dirname, '../../docs/03-业务模块/SSA-智能统计分析/05-测试文档/test.csv');
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let passed = 0;
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let failed = 0;
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let skipped = 0;
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let token = '';
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let sessionId = '';
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// ────────────────────────────────────────────
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// Helpers
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// ────────────────────────────────────────────
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function assert(condition: boolean, testName: string, detail?: string) {
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if (condition) {
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console.log(` ✅ ${testName}`);
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passed++;
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} else {
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console.log(` ❌ ${testName}${detail ? ` — ${detail}` : ''}`);
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failed++;
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}
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}
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function skip(testName: string, reason: string) {
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console.log(` ⏭️ ${testName} — 跳过：${reason}`);
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skipped++;
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}
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function section(title: string) {
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console.log(`\n${'─'.repeat(60)}`);
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console.log(`📋 ${title}`);
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console.log('─'.repeat(60));
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}
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function authHeaders(contentType?: string): Record<string, string> {
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const h: Record<string, string> = { Authorization: `Bearer ${token}` };
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if (contentType) h['Content-Type'] = contentType;
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return h;
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}
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async function apiPost(path: string, body: any, headers?: Record<string, string>): Promise<any> {
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const res = await fetch(`${BASE_URL}${path}`, {
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method: 'POST',
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headers: headers || authHeaders('application/json'),
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body: typeof body === 'string' ? body : JSON.stringify(body),
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});
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const text = await res.text();
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try { return { status: res.status, data: JSON.parse(text) }; }
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catch { return { status: res.status, data: text }; }
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}
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async function apiGet(path: string): Promise<any> {
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const res = await fetch(`${BASE_URL}${path}`, {
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method: 'GET',
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headers: authHeaders(),
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});
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const text = await res.text();
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try { return { status: res.status, data: JSON.parse(text) }; }
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catch { return { status: res.status, data: text }; }
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}
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/**
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* 发送 SSE 对话请求，收集所有事件
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*/
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async function chatSSE(sid: string, content: string, metadata?: Record<string, any>, timeoutMs = 90000): Promise<{
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status: number;
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events: any[];
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fullContent: string;
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intentMeta: any | null;
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askUserEvent: any | null;
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errorEvent: any | null;
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}> {
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const controller = new AbortController();
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const timer = setTimeout(() => controller.abort(), timeoutMs);
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const events: any[] = [];
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let fullContent = '';
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let intentMeta: any = null;
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let askUserEvent: any = null;
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let errorEvent: any = null;
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try {
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const body: any = { content };
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if (metadata) body.metadata = metadata;
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const res = await fetch(`${BASE_URL}/api/v1/ssa/sessions/${sid}/chat`, {
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method: 'POST',
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headers: {
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Authorization: `Bearer ${token}`,
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'Content-Type': 'application/json',
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Accept: 'text/event-stream',
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},
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body: JSON.stringify(body),
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signal: controller.signal,
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});
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if (!res.ok || !res.body) {
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clearTimeout(timer);
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return { status: res.status, events: [], fullContent: '', intentMeta: null, askUserEvent: null, errorEvent: null };
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}
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const reader = res.body.getReader();
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const decoder = new TextDecoder();
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let buffer = '';
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while (true) {
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const { done, value } = await reader.read();
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if (done) break;
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buffer += decoder.decode(value, { stream: true });
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const lines = buffer.split('\n');
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buffer = lines.pop() || '';
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for (const line of lines) {
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if (!line.trim() || line.startsWith(': ')) continue;
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if (!line.startsWith('data: ')) continue;
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const data = line.slice(6).trim();
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if (data === '[DONE]') continue;
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try {
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const parsed = JSON.parse(data);
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events.push(parsed);
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if (parsed.type === 'intent_classified') {
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intentMeta = parsed;
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} else if (parsed.type === 'ask_user') {
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askUserEvent = parsed;
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} else if (parsed.type === 'error') {
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errorEvent = parsed;
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} else if (parsed.choices?.[0]?.delta?.content) {
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fullContent += parsed.choices[0].delta.content;
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}
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} catch { /* skip non-JSON */ }
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}
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}
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clearTimeout(timer);
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return { status: res.status, events, fullContent, intentMeta, askUserEvent, errorEvent };
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} catch (e: any) {
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clearTimeout(timer);
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if (e.name === 'AbortError') {
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return { status: 0, events, fullContent, intentMeta, askUserEvent, errorEvent: { type: 'error', message: 'Timeout' } };
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}
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throw e;
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}
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}
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// ────────────────────────────────────────────
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// Test 1: 登录
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// ────────────────────────────────────────────
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async function test1Login(): Promise<boolean> {
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section('Test 1: 登录认证');
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const res = await apiPost('/api/v1/auth/login/password', {
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phone: TEST_PHONE,
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password: TEST_PASSWORD,
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}, { 'Content-Type': 'application/json' });
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assert(res.status === 200, `登录返回 200（实际 ${res.status}）`);
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if (res.status === 200 && res.data) {
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token = res.data?.data?.tokens?.accessToken || res.data?.accessToken || '';
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assert(token.length > 0, `获取到 JWT Token（长度: ${token.length}）`);
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return token.length > 0;
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}
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return false;
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}
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// ────────────────────────────────────────────
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// Test 2: 创建 Session + 上传数据
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// ────────────────────────────────────────────
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async function test2CreateSession(): Promise<boolean> {
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section('Test 2: 创建 Session + 上传数据');
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try {
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const csvData = readFileSync(TEST_CSV_PATH);
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const boundary = '----TestBoundary' + Date.now();
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const body = Buffer.concat([
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Buffer.from(`--${boundary}\r\nContent-Disposition: form-data; name="file"; filename="test.csv"\r\nContent-Type: text/csv\r\n\r\n`),
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csvData,
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Buffer.from(`\r\n--${boundary}--\r\n`),
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]);
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const res = await fetch(`${BASE_URL}/api/v1/ssa/sessions`, {
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method: 'POST',
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headers: {
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Authorization: `Bearer ${token}`,
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'Content-Type': `multipart/form-data; boundary=${boundary}`,
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},
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body,
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});
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const data = await res.json();
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assert(res.status === 200 || res.status === 201, `创建 Session 返回 2xx（实际 ${res.status}）`);
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sessionId = data?.sessionId || data?.data?.sessionId || data?.id || '';
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assert(sessionId.length > 0, `获取到 sessionId: ${sessionId.substring(0, 8)}...`);
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if (sessionId) {
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await new Promise(r => setTimeout(r, 3000));
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}
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return sessionId.length > 0;
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} catch (e: any) {
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assert(false, '创建 Session 失败', e.message);
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return false;
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}
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}
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// ────────────────────────────────────────────
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// Test 3: ToolRegistryService 查询验证
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// ────────────────────────────────────────────
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async function test3ToolRegistry() {
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section('Test 3: ToolRegistryService（通过 consult 间接验证）');
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// 通过 consult 意图触发 MethodConsultService → ToolRegistryService
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// 我们验证 consult 返回中包含工具元数据
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if (!sessionId) { skip('ToolRegistry 验证', '无 sessionId'); return; }
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const result = await chatSSE(sessionId, '我想比较两组 BMI 差异，应该用什么方法？');
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assert(result.status === 200, `SSE 返回 200`);
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assert(result.intentMeta?.intent === 'consult', `意图分类为 consult（实际: ${result.intentMeta?.intent}）`);
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assert(result.fullContent.length > 0, `收到方法推荐回复（${result.fullContent.length} 字符）`);
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// 验证 P1 格式约束：回复应包含结构化内容
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const hasStructure = result.fullContent.includes('T检验') ||
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result.fullContent.includes('t检验') ||
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result.fullContent.includes('比较') ||
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result.fullContent.includes('推荐');
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assert(hasStructure, 'LLM 回复包含方法推荐关键词');
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}
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// ────────────────────────────────────────────
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// Test 4: consult 意图 → ask_user 卡片推送
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// ────────────────────────────────────────────
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async function test4ConsultAskUser() {
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section('Test 4: consult 意图 → ask_user 确认卡片');
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if (!sessionId) { skip('ask_user 卡片测试', '无 sessionId'); return; }
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const result = await chatSSE(sessionId, '我应该用什么统计方法来分析治疗效果？');
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assert(result.status === 200, `SSE 返回 200`);
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if (result.askUserEvent) {
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assert(result.askUserEvent.type === 'ask_user', 'ask_user 事件类型正确');
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assert(typeof result.askUserEvent.questionId === 'string', `questionId: ${result.askUserEvent.questionId?.substring(0, 8)}...`);
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assert(result.askUserEvent.options?.length > 0, `有 ${result.askUserEvent.options?.length} 个选项`);
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// 验证有跳过选项意味着前端可以渲染跳过按钮
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const hasConfirm = result.askUserEvent.options?.some((o: any) => o.value === 'confirm');
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assert(hasConfirm, '选项中包含确认选项');
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} else {
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// 如果没有推送 ask_user（PICO 未推断），也是合理的
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skip('ask_user 卡片', '无 ask_user 事件（可能 PICO 未完成）');
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}
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}
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// ────────────────────────────────────────────
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// Test 5: ask_user 响应 — confirm
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// ────────────────────────────────────────────
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async function test5AskUserConfirm() {
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section('Test 5: ask_user 响应 — confirm');
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if (!sessionId) { skip('confirm 测试', '无 sessionId'); return; }
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// 先发 consult 触发 ask_user
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const consultResult = await chatSSE(sessionId, '两组数据均值比较用什么方法好？');
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if (!consultResult.askUserEvent) {
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skip('confirm 响应', '上一步未产生 ask_user 事件');
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return;
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}
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await new Promise(r => setTimeout(r, 2000));
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// 发送 confirm 响应
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const confirmResult = await chatSSE(
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sessionId,
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'确认使用推荐方法',
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{
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askUserResponse: {
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questionId: consultResult.askUserEvent.questionId,
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action: 'select',
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selectedValues: ['confirm'],
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},
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},
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);
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assert(confirmResult.status === 200, `confirm 响应返回 200`);
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assert(confirmResult.fullContent.length > 0, `收到确认回复（${confirmResult.fullContent.length} 字符）`);
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}
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// ────────────────────────────────────────────
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// Test 6: H1 — ask_user skip 按钮
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// ────────────────────────────────────────────
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async function test6AskUserSkip() {
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section('Test 6: H1 — ask_user skip 逃生门');
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|
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if (!sessionId) { skip('skip 测试', '无 sessionId'); return; }
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// 触发 consult
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const consultResult = await chatSSE(sessionId, '做相关分析需要满足什么条件？');
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|
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if (!consultResult.askUserEvent) {
|
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skip('skip 逃生门', '未产生 ask_user 事件');
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return;
|
||||
}
|
||||
|
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await new Promise(r => setTimeout(r, 2000));
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|
||||
// 发送 skip 响应
|
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const skipResult = await chatSSE(
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sessionId,
|
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'跳过了此问题',
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{
|
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askUserResponse: {
|
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questionId: consultResult.askUserEvent.questionId,
|
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action: 'skip',
|
||||
},
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||||
},
|
||||
);
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|
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assert(skipResult.status === 200, `skip 响应返回 200`);
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assert(skipResult.fullContent.length > 0, `收到友好回复（${skipResult.fullContent.length} 字符）`);
|
||||
}
|
||||
|
||||
// ────────────────────────────────────────────
|
||||
// Test 7: H1 — 用户无视卡片直接打字
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||||
// ────────────────────────────────────────────
|
||||
|
||||
async function test7GlobalInterrupt() {
|
||||
section('Test 7: H1 — 全局打断（用户无视卡片直接打字）');
|
||||
|
||||
if (!sessionId) { skip('全局打断测试', '无 sessionId'); return; }
|
||||
|
||||
// 触发 consult
|
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const consultResult = await chatSSE(sessionId, '推荐一个分析两组差异的方法');
|
||||
|
||||
if (!consultResult.askUserEvent) {
|
||||
skip('全局打断', '未产生 ask_user 事件');
|
||||
return;
|
||||
}
|
||||
|
||||
await new Promise(r => setTimeout(r, 2000));
|
||||
|
||||
// 无视卡片，直接打字新话题（无 askUserResponse metadata）
|
||||
const interruptResult = await chatSSE(sessionId, '算了，帮我看看数据有多少样本？');
|
||||
|
||||
assert(interruptResult.status === 200, `打断后返回 200`);
|
||||
assert(interruptResult.intentMeta !== null, '收到新的 intent_classified');
|
||||
|
||||
// 意图应该不是 consult（已被打断），应该是 explore 或 chat
|
||||
if (interruptResult.intentMeta) {
|
||||
assert(
|
||||
interruptResult.intentMeta.intent !== 'consult' || interruptResult.intentMeta.source === 'ask_user_response',
|
||||
`打断后新意图: ${interruptResult.intentMeta.intent}（非 consult 残留）`,
|
||||
);
|
||||
}
|
||||
|
||||
assert(interruptResult.fullContent.length > 0, `正常收到新话题回复（${interruptResult.fullContent.length} 字符）`);
|
||||
}
|
||||
|
||||
// ────────────────────────────────────────────
|
||||
// Test 8: 对话历史 — consult 消息含 intent
|
||||
// ────────────────────────────────────────────
|
||||
|
||||
async function test8ChatHistory() {
|
||||
section('Test 8: 对话历史 — consult 消息验证');
|
||||
|
||||
if (!sessionId) { skip('对话历史', '无 sessionId'); return; }
|
||||
|
||||
const res = await apiGet(`/api/v1/ssa/sessions/${sessionId}/chat/history`);
|
||||
|
||||
assert(res.status === 200, `历史 API 返回 200`);
|
||||
|
||||
if (res.status === 200) {
|
||||
const messages = res.data?.messages || [];
|
||||
assert(messages.length > 0, `有历史消息（${messages.length} 条）`);
|
||||
|
||||
// 检查有 consult 意图的 assistant 消息
|
||||
const consultMsgs = messages.filter((m: any) => m.role === 'assistant' && m.intent === 'consult');
|
||||
assert(consultMsgs.length > 0, `有 consult 意图消息（${consultMsgs.length} 条）`);
|
||||
|
||||
// 无残留 generating 状态
|
||||
const generating = messages.filter((m: any) => m.status === 'generating');
|
||||
assert(generating.length === 0, `无残留 generating 状态`);
|
||||
}
|
||||
}
|
||||
|
||||
// ────────────────────────────────────────────
|
||||
// Main
|
||||
// ────────────────────────────────────────────
|
||||
|
||||
async function main() {
|
||||
console.log('═'.repeat(60));
|
||||
console.log(' Phase III E2E 测试 — method_consult + ask_user 标准化');
|
||||
console.log('═'.repeat(60));
|
||||
|
||||
const loggedIn = await test1Login();
|
||||
if (!loggedIn) {
|
||||
console.log('\n⛔ 登录失败，终止测试');
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
const hasSession = await test2CreateSession();
|
||||
|
||||
if (hasSession) {
|
||||
await test3ToolRegistry();
|
||||
await new Promise(r => setTimeout(r, 2000));
|
||||
await test4ConsultAskUser();
|
||||
await new Promise(r => setTimeout(r, 2000));
|
||||
await test5AskUserConfirm();
|
||||
await new Promise(r => setTimeout(r, 2000));
|
||||
await test6AskUserSkip();
|
||||
await new Promise(r => setTimeout(r, 2000));
|
||||
await test7GlobalInterrupt();
|
||||
await new Promise(r => setTimeout(r, 2000));
|
||||
await test8ChatHistory();
|
||||
}
|
||||
|
||||
console.log('\n' + '═'.repeat(60));
|
||||
console.log(` Phase III E2E 测试结果: ${passed} passed / ${failed} failed / ${skipped} skipped`);
|
||||
console.log('═'.repeat(60));
|
||||
|
||||
if (failed > 0) process.exit(1);
|
||||
}
|
||||
|
||||
main().catch(e => {
|
||||
console.error('❌ 测试脚本异常:', e);
|
||||
process.exit(1);
|
||||
});
|
||||
Reference in New Issue
Block a user