// ==UserScript== // @name allure异常用例分析助手 // @namespace allure-ai-analyzer // @version 1.4.0 // @description 进入 Allure 报告自动预分析失败/异常用例，AI 根因分析，可拖拽可缩放浮动面板 // @author liuwubin // @match *://*/*/allure/* // @match *://*/*/allure/ // @include *://*/*/allure/* // @grant GM_addStyle // @grant GM_setValue // @grant GM_getValue // @grant GM_xmlhttpRequest // @connect dashscope.aliyuncs.com // @connect 172.16.0.67 // @connect * // @run-at document-idle // ==/UserScript== (function () { 'use strict'; // ================================================================ // ① 配置 // ================================================================ const AI_DEFAULTS = { apiUrl: 'https://dashscope.aliyuncs.com/compatible-mode/v1/chat/completions', model: 'qwen-plus', maxTokens: 2048, temperature: 0.3, }; const FETCH_CONCURRENCY = 8; const TARGET_STATUSES = ['failed', 'broken']; // ================================================================ // ② 项目上下文（用户可直接编辑此段文本，补充常见失败模式） // ================================================================ const PROJECT_CONTEXT = ` ## 项目背景 ERP 进销存系统自动化测试，pytest + allure + Jenkins，覆盖销售、仓储、采购业务域。 ## 用例结构 前置部分（Set up）→ 测试步骤（Test body）→ 后置处理（Tear down） ## 根因定位规则 根据报错类型决定根因指向： ### 场景A：接口调用报错（不追溯） 接口返回 500、反序列化错误、参数类型不匹配等，根因就是该接口报错本身。 禁止猜测上游业务逻辑为什么没触发。 ### 场景B：查询/断言结果为空（需追溯） 查询步骤返回空结果、断言数据不存在，此时根因在上游创建/保存步骤，必须追溯哪个步骤没有正确创建数据。 ### 通用规则 - 禁止依赖用例标题判断用例目的，标题可能不准确 - 步骤展开后的中文描述（desc）是判断每一步做了什么的核心依据 - 结论用大白话，禁止技术术语堆砌 - 修复建议必须是可执行的具体动作 `; // ================================================================ // ③ 状态管理 // ================================================================ const S = { cache: new Map(), // uid → { raw, ai, aiStatus: 'pending'|'done'|'error' } total: 0, loaded: 0, phase: 'idle', // idle | fetching | ready currentUid: null, failedCases: [], // [{uid, name, status, suite}] panelVisible: false, panelMinimized: false, savedPos: null, // 最小化前保存的位置 }; // ================================================================ // ④ 样式 // ================================================================ GM_addStyle(` /* === 面板 === */ #az-panel{position:fixed;bottom:20px;right:20px;width:560px;height:580px;min-width:360px;min-height:280px; background:#1a1b26;color:#c0caf5;border-radius:12px;box-shadow:0 8px 40px rgba(0,0,0,.5); z-index:99999;font-family:-apple-system,'PingFang SC','Microsoft YaHei',sans-serif;font-size:13px; line-height:1.6;display:flex;flex-direction:column;overflow:hidden;resize:both} #az-panel.az-min{width:52px!important;height:52px!important;min-width:52px!important;min-height:52px!important; border-radius:50%;cursor:pointer;resize:none} #az-panel.az-min .az-body,#az-panel.az-min .az-foot,#az-panel.az-min .az-prog, #az-panel.az-min .az-hd-info,#az-panel.az-min .az-hd-btns{display:none} #az-panel.az-min .az-hd{padding:14px;justify-content:center;border:none} /* 头部 */ .az-hd{display:flex;align-items:center;gap:8px;padding:10px 14px;background:#16161e; border-bottom:1px solid #292e42;cursor:move;user-select:none} .az-hd-icon{font-size:18px;flex-shrink:0} .az-hd-info{flex:1;min-width:0} .az-hd-title{font-weight:600;font-size:14px} .az-hd-sub{font-size:11px;color:#565f89;margin-top:1px} .az-hd-btns{display:flex;gap:4px} .az-hd-btns button{background:#292e42;border:none;color:#c0caf5;width:28px;height:28px;border-radius:6px; cursor:pointer;font-size:14px;display:flex;align-items:center;justify-content:center} .az-hd-btns button:hover{background:#3b4261} /* 进度条 */ .az-prog{height:3px;background:#292e42} .az-prog-fill{height:100%;background:linear-gradient(90deg,#7aa2f7,#bb9af7);transition:width .3s} /* 内容区 */ .az-body{flex:1;overflow-y:auto;padding:12px 14px;scrollbar-width:thin;scrollbar-color:#3b4261 transparent} .az-body::-webkit-scrollbar{width:5px} .az-body::-webkit-scrollbar-thumb{background:#3b4261;border-radius:3px} /* 底部 */ .az-foot{padding:6px 14px;background:#16161e;border-top:1px solid #292e42;font-size:11px;color:#565f89; display:flex;justify-content:space-between} /* 标签 */ .az-badge{display:inline-block;padding:1px 8px;border-radius:4px;font-size:11px;font-weight:600;text-transform:uppercase} .az-badge-failed{background:rgba(247,118,142,.15);color:#f7768e} .az-badge-broken{background:rgba(255,158,100,.15);color:#ff9e64} /* 列表项 */ .az-item{display:flex;align-items:center;padding:8px 10px;border-radius:6px;cursor:pointer;gap:8px;transition:background .15s} .az-item:hover{background:#292e42} .az-item.az-active{background:#3b4261} .az-item-name{flex:1;min-width:0;overflow:hidden;text-overflow:ellipsis;white-space:nowrap} .az-item-dur{font-size:11px;color:#565f89;flex-shrink:0} /* 详情卡片 */ .az-card{background:#16161e;border-radius:8px;padding:14px;border-left:3px solid #7aa2f7} .az-card-failed{border-left-color:#f7768e} .az-card-broken{border-left-color:#ff9e64} .az-root{font-size:16px;font-weight:700;color:#c0caf5;margin-bottom:10px} .az-row{display:flex;gap:8px;margin-bottom:6px;font-size:12px} .az-lbl{color:#565f89;min-width:72px;flex-shrink:0} .az-val{color:#c0caf5;word-break:break-all} .az-step{background:#11111b;border-radius:6px;padding:8px 10px;margin-top:6px;font-size:12px} .az-step-name{color:#e0af68;font-weight:500} .az-step-reason{color:#f7768e;margin-top:2px;font-size:11px} .az-fix{background:rgba(158,206,106,.1);border:1px solid rgba(158,206,106,.3);border-radius:6px; padding:10px 12px;margin-top:12px;font-size:12px;color:#9ece6a} .az-detail{background:#11111b;border-radius:6px;padding:10px 12px;margin-top:8px;font-size:12px; color:#a9b1d6;line-height:1.7;white-space:pre-wrap;word-break:break-all} /* 加载动画 */ .az-loading{display:flex;flex-direction:column;align-items:center;justify-content:center;padding:40px;color:#7aa2f7} .az-spinner{width:28px;height:28px;border:3px solid #292e42;border-top-color:#7aa2f7;border-radius:50%; animation:az-spin .8s linear infinite;margin-bottom:10px} @keyframes az-spin{to{transform:rotate(360deg)}} /* 空状态 */ .az-empty{text-align:center;padding:40px 20px;color:#565f89} .az-empty-icon{font-size:36px;margin-bottom:8px} /* 设置弹窗 */ .az-overlay{position:fixed;top:0;left:0;right:0;bottom:0;background:rgba(0,0,0,.5);z-index:100000; display:flex;align-items:center;justify-content:center} .az-dlg{background:#1a1b26;border-radius:12px;padding:24px;width:420px;box-shadow:0 8px 40px rgba(0,0,0,.5)} .az-dlg h3{margin:0 0 16px;font-size:16px} .az-field{margin-bottom:12px} .az-field label{display:block;font-size:12px;color:#565f89;margin-bottom:4px} .az-field input{width:100%;background:#16161e;border:1px solid #292e42;color:#c0caf5;padding:8px 12px; border-radius:6px;font-size:13px;box-sizing:border-box} .az-dlg-btns{display:flex;gap:8px;justify-content:flex-end;margin-top:16px} .az-dlg-btns button{padding:6px 16px;border-radius:6px;border:none;cursor:pointer;font-size:13px} .az-btn-pri{background:#7aa2f7;color:#1a1b26;font-weight:600} .az-btn-sec{background:#292e42;color:#c0caf5} `); // ================================================================ // 第1层：数据采集 // ================================================================ /** 获取 Allure 基础 URL */ function getBaseUrl() { const m = window.location.href.match(/^(https?:\/\/[^/]+\/.*?\/allure\/)/i); return m ? m[1].replace(/\/$/, '') : window.location.pathname.replace(/\/index\.html.*$/, ''); } /** 从页面 URL 或页面元素中提取 reportUuid */ function getReportUuid() { // 优先从 URL 参数中提取 const urlMatch = window.location.href.match(/[?&]reportUuid=([a-f0-9-]+)/i); if (urlMatch) return urlMatch[1]; // 从页面中搜索 reportUuid（Allure 页面会在加载时设置这个值） const scripts = document.querySelectorAll('script'); for (const s of scripts) { const m = s.textContent?.match(/reportUuid['":\s]+([a-f0-9-]+)/i); if (m) return m[1]; } return ''; } /** 构建带 reportUuid 的请求 URL */ function buildApiUrl(path) { const base = getBaseUrl(); const uuid = getReportUuid(); // 尝试 widgets 和 data 两种路径 return uuid ? base + path + '?reportUuid=' + uuid : base + path; } /** 通过 GM_xmlhttpRequest 获取 JSON（自动携带浏览器 Cookie，解决 Jenkins 登录问题） */ function fetchJSON(url) { return new Promise(resolve => { GM_xmlhttpRequest({ method: 'GET', url: url, timeout: 15000, onload: resp => { if (resp.status < 200 || resp.status >= 400) { resolve(null); return; } const text = resp.responseText || ''; // 检测服务器返回 HTML（登录页/404）而非 JSON if (text.trimStart().startsWith('<') || text.trimStart().startsWith(' resolve(null), ontimeout: () => resolve(null), }); }); } /** 获取附件文本内容 */ function fetchText(url) { return new Promise(resolve => { GM_xmlhttpRequest({ method: 'GET', url: url, timeout: 15000, onload: resp => { if (resp.status < 200 || resp.status >= 400) { resolve(null); return; } resolve(resp.responseText || ''); }, onerror: () => resolve(null), ontimeout: () => resolve(null), }); }); } /** 递归收集失败用例（含完整节点数据） */ function collectFailed(node, suite) { const list = []; if (!node) return list; const cur = suite || node.name || ''; if (TARGET_STATUSES.includes(node.status) && node.uid) { list.push({ uid: node.uid, name: node.name, status: node.status, suite: cur, node }); } (node.children || []).forEach(c => list.push(...collectFailed(c, cur))); return list; } /** 并发限流 */ async function parallelLimit(tasks, limit) { const results = []; const running = new Set(); for (const task of tasks) { const p = task().then(r => { running.delete(p); return r; }); running.add(p); results.push(p); if (running.size >= limit) await Promise.race(running); } return Promise.all(results); } /** 格式化耗时 */ function fmtDuration(ms) { if (!ms) return '-'; if (ms < 1000) return ms + 'ms'; const s = Math.floor(ms / 1000); return s >= 60 ? Math.floor(s / 60) + 'm ' + (s % 60) + 's' : s + 's'; } /** 从 behaviors.json 递归提取所有用例 */ function extractAllCases(nodes) { if (!nodes || !Array.isArray(nodes)) return []; const cases = []; for (const node of nodes) { if (node.uid && node.status && !node.children) cases.push(node); if (node.children) cases.push(...extractAllCases(node.children)); } return cases; } /** 从 behaviors.json 构建 uid → 功能路径 的映射 */ function buildBehaviorPathMap(nodes, path, map) { if (!nodes || !Array.isArray(nodes)) return; for (const n of nodes) { const curPath = path ? path + ' > ' + (n.name || '') : (n.name || ''); if (n.uid && (!n.children || n.children.length === 0)) { map.set(n.uid, curPath); } if (n.children) { buildBehaviorPathMap(n.children, curPath, map); } } } /** 后台预取全部失败用例 */ async function prefetchAll() { S.phase = 'fetching'; updatePanel(); const base = getBaseUrl(); let failedUids = new Set(); const categoryMap = new Map(); const behaviorPathMap = new Map(); // ★ 策略 1：categories.json const categories = await fetchJSON(base + '/data/categories.json'); const catList = Array.isArray(categories) ? categories : (categories?.children ? categories.children : null); if (catList) { function extractWithPath(nodes, path) { for (const n of (nodes || [])) { if (n.uid && (!n.children || n.children.length === 0)) { if (TARGET_STATUSES.includes(n.status)) { failedUids.add(n.uid); categoryMap.set(n.uid, path); } } else if (n.children) { const newPath = path ? path + ' > ' + n.name : n.name; extractWithPath(n.children, newPath); } } } for (const cat of catList) { extractWithPath(cat.children || [], cat.name || ''); } console.log('[Allure助手] categories.json 找到失败用例:', failedUids.size); } // 策略 2-5（备选） if (failedUids.size === 0) { const allCases = await fetchJSON(base + '/data/test-cases.json'); if (allCases && Array.isArray(allCases)) { for (const c of allCases) { if (TARGET_STATUSES.includes(c.status) && c.uid) failedUids.add(c.uid); } } } if (failedUids.size === 0) { const allCases = await fetchJSON(base + '/data/test-cases/index.json'); if (allCases && Array.isArray(allCases)) { for (const c of allCases) { if (TARGET_STATUSES.includes(c.status) && c.uid) failedUids.add(c.uid); } } } if (failedUids.size === 0) { const behaviors = await fetchJSON(base + '/data/behaviors.json'); if (behaviors) { const children = behaviors.children || (Array.isArray(behaviors) ? behaviors : null); if (children) { for (const leaf of extractAllCases(children)) { if (TARGET_STATUSES.includes(leaf.status) && leaf.uid) failedUids.add(leaf.uid); } } } } if (failedUids.size === 0) { const suites = await fetchJSON(base + '/widgets/suites.json') || await fetchJSON(buildApiUrl('/widgets/suites.json')); if (suites) { const children = suites.children || (Array.isArray(suites) ? suites : null); if (children) { for (const leaf of extractAllCases(children)) { if (TARGET_STATUSES.includes(leaf.status) && leaf.uid) failedUids.add(leaf.uid); } } } } if (failedUids.size === 0) { S.phase = 'idle'; updatePanel(); return; } // 从 behaviors.json 构建功能路径映射 const behaviors = await fetchJSON(base + '/data/behaviors.json'); if (behaviors) { const bChildren = behaviors.children || (Array.isArray(behaviors) ? behaviors : []); buildBehaviorPathMap(bChildren, '', behaviorPathMap); } // 构建失败用例列表 S.failedCases = [...failedUids].map(uid => ({ uid, name: uid, status: 'failed', suite: '', node: {}, categoryPath: categoryMap.get(uid) || '', behaviorPath: behaviorPathMap.get(uid) || '' })); S.total = S.failedCases.length; S.loaded = 0; console.log('[Allure助手] 失败用例总数:', S.total); // ★ 关键优化：立即进入 ready 状态，显示列表，后台继续预取 S.phase = 'ready'; S._backgroundFetching = true; updatePanel(); // 后台逐个获取用例详情，每完成一个就更新缓存和面板 const pendingAiUids = []; for (const fc of S.failedCases) { let raw = await fetchJSON(base + '/data/test-cases/' + fc.uid + '.json'); if (!raw) raw = await fetchJSON(buildApiUrl('/widgets/testcases/' + fc.uid + '.json')); if (raw) { fc.name = raw.name || fc.uid; fc.status = raw.status || raw.testStage?.status || 'failed'; fc.suite = raw.parentUid || ''; fc.node = raw; if (!fc.behaviorPath && raw.labels) { const feature = raw.labels.find(l => l.name === 'feature')?.value || ''; const story = raw.labels.find(l => l.name === 'story')?.value || ''; if (feature || story) fc.behaviorPath = [feature, story].filter(Boolean).join(' > '); } await fetchFailedStepAttachments(base, raw); } const data = raw || fc.node || {}; S.cache.set(fc.uid, { raw: data, ai: null, aiStatus: 'pending', fromSuites: !raw }); S.loaded++; pendingAiUids.push(fc.uid); // 如果用户正在查看这个用例，立刻刷新面板 if (S.currentUid === fc.uid) { updatePanel(); // 立即触发该用例的 AI 分析 analyzeCase(fc.uid).then(() => updatePanel()); } // 更新进度 updatePanel(); } S._backgroundFetching = false; console.log('[Allure助手] 预取完成:', S.loaded + '/' + S.total); updatePanel(); // 预取完成后，启动 AI 分析队列（跳过已由用户点击触发的用例） processAIQueue(); } // ================================================================ // 第2层：上下文构建 // ================================================================ /** 从用例详情中提取错误消息（兼容多种数据结构） */ function extractError(raw) { // 优先从顶层字段提取（Allure 2 标准结构） let msg = raw.statusMessage || ''; let trace = raw.statusTrace || ''; // 兆底：从 statusDetails 提取 if (!msg) { const sd = raw.statusDetails || raw.testStage?.statusDetails || {}; msg = sd.message || ''; trace = trace || sd.trace || ''; } // 兆底：从 testStage 提取 if (!msg && raw.testStage) { msg = raw.testStage.statusMessage || ''; trace = trace || raw.testStage.statusTrace || ''; } // 兆底：从步骤中提取 if (!msg) { const allSteps = [ ...(raw.beforeStages || []), ...(raw.beforeSteps || []), ...(raw.testStage?.steps || []), ...(raw.afterStages || []), ...(raw.afterSteps || []), ...(raw.steps || []), ]; for (const s of allSteps) { if (TARGET_STATUSES.includes(s.status)) { msg = msg || s.statusDetails?.message || s.statusMessage || ''; trace = trace || s.statusDetails?.trace || ''; } } } return { msg, trace }; } /** 扁平化步骤树，标注失败节点（兼容 suites 和 testcase 结构） */ function flattenSteps(steps, phase, depth) { if (!steps) return []; depth = depth || 0; phase = phase || 'Test body'; const out = []; for (const s of steps) { // 跳过非步骤节点（suites.json 中的 children 可能是子套件） if (s.children && !s.steps && !s.status) continue; const icon = s.status === 'failed' ? '❌' : s.status === 'broken' ? '⚠️' : '✅'; let line = ' '.repeat(depth) + icon + ' ' + (s.name || ''); if (s.time?.duration) line += ' (' + fmtDuration(s.time.duration) + ')'; // 提取附件中的 response/message if (s.attachments?.length > 0) { const att = s.attachments.find(a => /response|响应|result|请求/i.test(a.name || '')) || s.attachments[0]; if (att?._content) { const c = att._content; // 尝试解析文本格式附件（如 method:"POST" url:"..." response:{...}） const respMatch = c.match(/response:\s*(\{[\s\S]*\})/); if (respMatch) { try { const resp = JSON.parse(respMatch[1]); if (resp.code && resp.code !== '200') { line += '\n 接口响应: code=' + resp.code + ', message=' + (resp.message || '').substring(0, 300); } else if (resp.message) { line += '\n 接口响应: ' + (resp.message || '').substring(0, 300); } } catch { // 非标准 JSON，截取 response 部分 line += '\n 接口响应: ' + respMatch[1].substring(0, 500); } } else { // 无 response 字段，尝试提取 message const msgMatch = c.match(/"message"\s*:\s*"([^"]+)"/); if (msgMatch) { line += '\n 接口响应: ' + msgMatch[1]; } } } } out.push({ line, phase, failed: TARGET_STATUSES.includes(s.status), depth }); out.push(...flattenSteps(s.steps, phase, depth + 1)); } return out; } /** 拉取失败步骤的附件内容（response/request） */ async function fetchFailedStepAttachments(base, raw) { const stages = [raw.testStage, ...(raw.beforeStages || []), ...(raw.afterStages || [])]; const tasks = []; for (const stage of stages) { collectAttachmentTasks(stage?.steps, base, tasks); } if (tasks.length > 0) { await Promise.all(tasks); } } function collectAttachmentTasks(steps, base, tasks) { if (!steps) return; for (const s of steps) { if (s.attachments?.length > 0) { for (const att of s.attachments) { if (/response|request|响应|请求|result/i.test(att.name || '') && att.source && !att._content) { tasks.push( fetchText(base + '/data/attachments/' + att.source) .then(content => { att._content = content || ''; }) .catch(() => { /* 忽略附件拉取失败 */ }) ); } } } if (s.steps) collectAttachmentTasks(s.steps, base, tasks); } } /** 构建完整用例上下文（兼容两种数据源） */ function buildCaseContext(fc) { const cached = S.cache.get(fc.uid); if (!cached?.raw) return null; const raw = cached.raw; const { msg, trace } = extractError(raw); let all; // testcase 结构：有 beforeStages/beforeSteps/testStage/afterStages/afterSteps const hasBefore = raw.beforeStages || raw.beforeSteps; const hasAfter = raw.afterStages || raw.afterSteps; if (hasBefore || raw.testStage || hasAfter) { const before = flattenSteps(raw.beforeStages || raw.beforeSteps, 'Set up'); const test = flattenSteps(raw.testStage?.steps, 'Test body'); const after = flattenSteps(raw.afterStages || raw.afterSteps, 'Tear down'); all = [...before, ...test, ...after]; } else if (raw.steps) { // suites.json 节点结构：直接有 steps 数组 all = flattenSteps(raw.steps, 'Test body'); } else { all = []; } let stepsText = ''; let curPhase = ''; for (const s of all) { if (s.phase !== curPhase) { curPhase = s.phase; stepsText += '\n**[' + curPhase + ']**\n'; } stepsText += s.line + '\n'; } return { name: fc.name || raw.name || '', fullName: raw.fullName || '', duration: raw.time?.duration ? fmtDuration(raw.time.duration) : '', status: fc.status, errorMessage: msg || '无', trace: trace || '', stepsText: stepsText || '无步骤数据', categoryPath: fc.categoryPath || '', behaviorPath: fc.behaviorPath || '', }; } /** 组装完整 prompt */ function buildPrompt(ctx) { const hasSteps = ctx.stepsText && ctx.stepsText !== '无步骤数据'; const analysisHint = hasSteps ? '重要原则：禁止依赖用例标题判断用例目的，标题可能不准确，必须根据实际步骤和报错位置判断。\n' + '步骤后的中文描述是该步骤的核心说明，优先参考。\n' + '根因定位规则：\n' + '1. 接口调用报错（500、反序列化、参数类型不匹配）→ 根因就是该接口报错本身，禁止追溯上游业务逻辑\n' + '2. 查询/断言结果为空 → 向上追溯，找到哪个创建/保存步骤没有正确写入数据\n' + '3. 其他异常（如 AttributeError、TypeError）→ 根因在报错的代码位置，结合堆栈定位' : '重要原则：该用例未定义 allure 步骤，这是正常的，不要将“无步骤”作为问题来分析。\n' + '错误可能发生在前置阶段（fixture/setup），请完全基于错误消息和堆栈信息分析。\n' + '重点关注堆栈中的文件名、类名、行号，定位代码层面的根因。'; return '你是自动化测试失败分析专家。请分析以下失败用例，结合项目知识给出根因分析。\n\n' + analysisHint + '\n\n' + '---\n' + PROJECT_CONTEXT + '\n---\n\n' + '## 当前失败用例\n' + '- 名称：' + ctx.name + '\n' + '- 路径：' + ctx.fullName + '\n' + (ctx.categoryPath ? '- 分类：' + ctx.categoryPath + '\n' : '') + (ctx.behaviorPath ? '- 功能模块：' + ctx.behaviorPath + '\n' : '') + '- 耗时：' + ctx.duration + '\n' + '- 状态：' + ctx.status + '\n\n' + '## 错误消息\n```\n' + ctx.errorMessage + '\n```\n\n' + (hasSteps ? '## 执行步骤\n' + ctx.stepsText + '\n\n' : '') + (ctx.trace ? '## 错误堆栈\n```\n' + ctx.trace + '\n```\n\n' : '') + '## 请严格按以下 JSON 格式输出（不要输出其他内容）：\n' + '```json\n{\n' + ' "rootCause": "一句话根因（大白话，15字以内）",\n' + ' "issueType": "code_issue 或 product_issue 或 param_change 或 environment 或 other",\n' + ' "issueTypeLabel": "代码问题 或 产品问题 或 参数变更 或 环境问题 或 其他",\n' + ' "failedStep": "' + (hasSteps ? '第一个出问题的步骤名称' : '前置阶段异常，写"无"') + '",\n' + ' "detail": "详细分析（2-3句话，禁止术语堆砌）",\n' + ' "fixAction": "具体可执行的修复动作（如果有参数类型不匹配，明确指出实际值和期望值）",\n' + ' "confidence": 8\n' + '}\n```\n\n' + '## 问题类型判断规则\n' + '- **产品问题**：接口响应包含 SQL 异常、Java 堆栈、反序列化错误（如 JSON parse error）、500 错误、枚举解析失败、业务逻辑返回错误结果\n' + '- **参数变更**：接口参数类型/格式发生变化，如字符串变数组、字段名变更、新增必填参数等。通常伴随反序列化错误或参数校验失败\n' + '- **代码问题**：测试代码本身有 bug，如 fixture 返回 None、断言期望值写错、导入缺失、参数错误。堆栈出错文件在 tests/、fixtures/、biz/、apis/ 目录下\n' + '- **环境问题**：401/403/502/503、服务不可用、登录失败、网络超时\n' + '\n## 参数类型不匹配分析规则\n' + '如果接口响应中包含参数类型错误（如 JSON parse error、Cannot deserialize），必须：\n' + '1. 从附件的请求参数中识别实际传入的值和类型\n' + '2. 从错误信息中识别接口期望的类型\n' + '3. 在 fixAction 中明确指出：实际传的是 XXX，接口期望的是 YYY，需要改成 ZZZ\n' + '\n## 禁止行为\n' + '- 接口报错场景：禁止猜测上游业务逻辑，如“自动绑定未触发导致接口报错”\n' + '- 查询为空场景：禁止只说“查询无结果”，必须追溯上游找到哪个创建步骤失败\n' + '\n## 正确示例\n' + '错误信息：AssertionError: 检查code，附件显示 queryProductlogList 接口返回 500，message 包含 Cannot deserialize\n' + '✅ 正确分析：根因=queryProductlogList接口报错，类型=参数变更，修复=opreateType传字符串"12"需改为数组[12]\n' + '❌ 错误分析：根因=自动绑定逻辑未触发，向前追溯到业务步骤...\n'; } // ================================================================ // 第3层：AI 调用 // ================================================================ /** 调用千问 API */ async function callAI(prompt) { const cfg = loadCfg(); if (!cfg.apiKey) return null; return new Promise(resolve => { GM_xmlhttpRequest({ method: 'POST', url: cfg.apiUrl || AI_DEFAULTS.apiUrl, headers: { 'Content-Type': 'application/json', 'Authorization': 'Bearer ' + cfg.apiKey, }, data: JSON.stringify({ model: cfg.model || AI_DEFAULTS.model, messages: [ { role: 'system', content: '你是自动化测试失败分析专家，严格按用户要求的JSON格式输出，不输出其他内容。' }, { role: 'user', content: prompt }, ], max_tokens: AI_DEFAULTS.maxTokens, temperature: AI_DEFAULTS.temperature, }), timeout: 60000, onload: resp => { try { const d = JSON.parse(resp.responseText); const text = d.choices?.[0]?.message?.content || ''; console.log('[Allure助手] AI原始响应:', text.substring(0, 500)); const m = text.match(/```json\s*([\s\S]*?)```/) || text.match(/\{[\s\S]*\}/); if (m) { const parsed = JSON.parse(m[1] || m[0]); console.log('[Allure助手] AI解析结果:', JSON.stringify(parsed)); resolve(parsed); return; } console.warn('[Allure助手] AI响应未匹配JSON格式'); resolve({ rootCause: text.substring(0, 200), detail: text }); } catch (e) { console.error('[Allure助手] AI响应解析失败:', e.message, resp.responseText?.substring(0, 300)); resolve({ rootCause: 'AI 响应解析失败', detail: '原始响应：' + resp.responseText?.substring(0, 300) }); } }, onerror: () => resolve(null), ontimeout: () => resolve({ rootCause: 'AI 请求超时', detail: '请检查网络连接或稍后重试' }), }); }); } /** AI 分析单个用例 */ async function analyzeCase(uid) { const fc = S.failedCases.find(c => c.uid === uid); if (!fc) return; const cached = S.cache.get(uid); if (!cached) return; // 防重复：如果已在加载或已完成，跳过 if (cached.aiStatus === 'loading' || cached.aiStatus === 'done') return; cached.aiStatus = 'loading'; const ctx = buildCaseContext(fc); if (!ctx) { cached.aiStatus = 'error'; return; } const prompt = buildPrompt(ctx); const result = await callAI(prompt); cached.ai = result; cached.aiStatus = result ? 'done' : 'error'; // 如果当前正在查看的用例，立刻更新面板 if (S.currentUid === uid) updatePanel(); } /** AI 分析队列（后台逐个处理） */ let aiRunning = false; async function processAIQueue() { if (aiRunning) return; aiRunning = true; for (const fc of S.failedCases) { const c = S.cache.get(fc.uid); if (c && c.aiStatus === 'pending') { await analyzeCase(fc.uid); } } aiRunning = false; } /** 优先分析当前查看的用例 */ function prioritizeAnalysis(uid) { const c = S.cache.get(uid); if (!c) { // 数据尚未预取到，显示加载中，等后台预取到此用例时自动渲染 updatePanel(); return; } // 已完成或在加载中，直接刷新面板，不重复触发 if (c.aiStatus === 'done' || c.aiStatus === 'loading') { updatePanel(); return; } // 立即分析 analyzeCase(uid).then(() => updatePanel()); } // ================================================================ // 第4层：展示层 // ================================================================ let panelEl, bodyEl, progEl, subEl, footEl; /** 创建面板 DOM */ function createPanel() { panelEl = document.createElement('div'); panelEl.id = 'az-panel'; panelEl.innerHTML = '' + '
' + '🔍' + '
' + '
异常用例分析助手
' + '
准备中...
' + '
' + '
' + '' + '' + '
' + '
' + '
' + '
⏳
初始化中...
' + '
就绪
'; document.body.appendChild(panelEl); bodyEl = document.getElementById('az-body'); progEl = document.getElementById('az-prog-fill'); subEl = document.getElementById('az-sub'); footEl = document.getElementById('az-foot-l'); // 拖拽 initDrag(document.getElementById('az-hd')); // 按钮事件 document.getElementById('az-btn-min').addEventListener('click', e => { e.stopPropagation(); toggleMin(); }); document.getElementById('az-btn-cfg').addEventListener('click', e => { e.stopPropagation(); showSettings(); }); panelEl.addEventListener('dblclick', e => { if (e.target.closest('.az-hd') && !e.target.closest('button')) toggleMin(); }); // 点击恢复最小化（仅在最小化图标点击时） panelEl.addEventListener('click', e => { if (S.panelMinimized && !e.target.closest('.az-hd')) toggleMin(); }); S.panelVisible = true; } /** 拖拽初始化 */ function initDrag(handle) { handle.addEventListener('mousedown', e => { if (e.target.closest('button')) return; e.preventDefault(); const rect = panelEl.getBoundingClientRect(); const sx = e.clientX, sy = e.clientY, sl = rect.left, st = rect.top; let moved = false; const onMove = ev => { moved = true; panelEl.style.left = (sl + ev.clientX - sx) + 'px'; panelEl.style.top = (st + ev.clientY - sy) + 'px'; panelEl.style.right = 'auto'; panelEl.style.bottom = 'auto'; }; const onUp = () => { document.removeEventListener('mousemove', onMove); document.removeEventListener('mouseup', onUp); // 如果是最小化状态且没拖动，视为点击恢复 if (!moved && S.panelMinimized) toggleMin(); }; document.addEventListener('mousemove', onMove); document.addEventListener('mouseup', onUp); }); } /** 切换最小化（最小化时移到右下角，可拖拽） */ function toggleMin() { S.panelMinimized = !S.panelMinimized; panelEl.classList.toggle('az-min', S.panelMinimized); if (S.panelMinimized) { // 保存当前位置 const rect = panelEl.getBoundingClientRect(); S.savedPos = { left: panelEl.style.left || rect.left + 'px', top: panelEl.style.top || rect.top + 'px' }; // 移到右下角 panelEl.style.left = 'auto'; panelEl.style.top = 'auto'; panelEl.style.right = '20px'; panelEl.style.bottom = '20px'; } else { // 恢复位置 if (S.savedPos) { panelEl.style.left = S.savedPos.left; panelEl.style.top = S.savedPos.top; panelEl.style.right = 'auto'; panelEl.style.bottom = 'auto'; } } } /** 更新面板内容（状态驱动） */ function updatePanel() { if (!panelEl) return; // 进度条 const pct = S.total > 0 ? Math.round(S.loaded / S.total * 100) : 0; progEl.style.width = pct + '%'; if (S.phase === 'fetching') { subEl.textContent = '加载用例列表中...'; footEl.textContent = '正在获取失败用例 UID...'; if (!bodyEl.querySelector('.az-loading')) { bodyEl.innerHTML = '
正在获取失败用例列表...
'; } return; } if (S.phase === 'ready' && S.total === 0) { subEl.textContent = '无失败用例'; bodyEl.innerHTML = '
✅
未发现失败/异常用例
'; return; } // 选中用例 → 显示详情 if (S.currentUid) { const fc = S.failedCases.find(c => c.uid === S.currentUid); if (fc) { renderDetail(fc); return; } } // 未选中 → 显示列表 renderList(); } /** 渲染失败用例列表 */ function renderList() { const done = S.failedCases.filter(fc => S.cache.get(fc.uid)?.aiStatus === 'done').length; const fetching = S._backgroundFetching ? ' (后台预取 ' + S.loaded + '/' + S.total + ')' : ''; subEl.textContent = S.total + ' 个失败/异常用例'; footEl.textContent = 'AI 分析：' + done + '/' + S.total + ' 已完成' + fetching; document.getElementById('az-foot-r').textContent = new Date().toLocaleTimeString('zh-CN'); bodyEl.innerHTML = S.failedCases.map(fc => { const c = S.cache.get(fc.uid); const aiDone = c?.aiStatus === 'done'; const aiLoading = c?.aiStatus === 'loading' || c?.aiStatus === 'pending'; const badge = '' + fc.status + ''; const status = aiDone ? '✅' : aiLoading ? '⏳' : '❓'; const rootCause = aiDone && c.ai?.rootCause ? ' — ' + c.ai.rootCause : ''; return '
' + badge + '' + fc.name + rootCause + '' + '' + status + '' + '
'; }).join(''); // 绑定点击事件 bodyEl.querySelectorAll('.az-item').forEach(el => { el.addEventListener('click', () => { S.currentUid = el.dataset.uid; prioritizeAnalysis(S.currentUid); updatePanel(); }); }); } /** 渲染用例详情 */ function renderDetail(fc) { subEl.textContent = fc.name; const c = S.cache.get(fc.uid); const badge = '' + fc.status + ''; // 返回列表按钮 + 标题 let html = '
' + '← 返回列表' + badge + '
'; if (!c) { // 数据尚未预取到 html += '
正在预取该用例数据...
'; } else if (c.aiStatus === 'pending' || c.aiStatus === 'loading') { html += '
AI 正在分析根因...
'; } else if (c.aiStatus === 'error' || !c.ai) { html += '
⚠️
分析失败，请检查 API 配置
' + '
'; } else { const ai = c.ai; const cardClass = fc.status === 'broken' ? 'az-card-broken' : 'az-card-failed'; html += '
' + '
' + (ai.rootCause || '分析结果') + '
' + '
问题类型' + (ai.issueTypeLabel || ai.issueType || '-') + '
' + '
失败步骤' + (ai.failedStep || '-') + '
' + (ai.confidence ? '
置信度' + ai.confidence + '/10
' : '') + '
' + (ai.detail || '') + '
' + (ai.fixAction ? '
💡 ' + ai.fixAction + '
' : '') + '
' + '' + '' + '
' + '
'; } bodyEl.innerHTML = html; document.getElementById('az-back')?.addEventListener('click', () => { S.currentUid = null; updatePanel(); }); document.getElementById('az-retry')?.addEventListener('click', () => { const cc = S.cache.get(fc.uid); if (cc) { cc.aiStatus = 'pending'; } analyzeCase(fc.uid).then(() => updatePanel()); }); // 👍 准确按钮（切换选中/未选中） const upBtn = document.getElementById('az-thumb-up'); const downBtn = document.getElementById('az-thumb-down'); if (upBtn) { upBtn.addEventListener('click', () => { const cc = S.cache.get(fc.uid); if (!cc?.ai) return; const isSelected = upBtn.dataset.selected === 'true'; if (isSelected) { // 取消选中 upBtn.style.background = 'transparent'; upBtn.style.color = '#9ece6a'; upBtn.dataset.selected = 'false'; // 从存储中移除 const store = JSON.parse(GM_getValue('az_confirmed') || '[]'); const idx = store.findIndex(r => r.uid === fc.uid); if (idx !== -1) store.splice(idx, 1); GM_setValue('az_confirmed', JSON.stringify(store)); console.log('[Allure助手] 取消落库:', fc.uid); } else { // 选中 upBtn.style.background = '#9ece6a'; upBtn.style.color = '#1a1b26'; upBtn.dataset.selected = 'true'; // 取消另一个按钮 if (downBtn) { downBtn.style.background = 'transparent'; downBtn.style.color = '#f7768e'; downBtn.dataset.selected = 'false'; } // 落库 const record = { uid: fc.uid, name: fc.name, feature: fc.behaviorPath || '', status: fc.status, rootCause: cc.ai.rootCause, issueType: cc.ai.issueType, issueTypeLabel: cc.ai.issueTypeLabel, detail: cc.ai.detail, fixAction: cc.ai.fixAction, confidence: cc.ai.confidence, errorMessage: extractError(cc.raw).msg, timestamp: Date.now() }; const store = JSON.parse(GM_getValue('az_confirmed') || '[]'); const idx = store.findIndex(r => r.uid === fc.uid); if (idx === -1) store.push(record); else store[idx] = record; GM_setValue('az_confirmed', JSON.stringify(store)); console.log('[Allure助手] 落库:', record); } }); } // 👎 不准按钮（切换选中/未选中） if (downBtn) { downBtn.addEventListener('click', () => { const isSelected = downBtn.dataset.selected === 'true'; if (isSelected) { // 取消选中 downBtn.style.background = 'transparent'; downBtn.style.color = '#f7768e'; downBtn.dataset.selected = 'false'; } else { // 选中 downBtn.style.background = '#f7768e'; downBtn.style.color = '#1a1b26'; downBtn.dataset.selected = 'true'; // 取消另一个按钮 if (upBtn) { upBtn.style.background = 'transparent'; upBtn.style.color = '#9ece6a'; upBtn.dataset.selected = 'false'; } } }); } } // ================================================================ // 第5层：配置管理 // ================================================================ function loadCfg() { try { return JSON.parse(GM_getValue('az_cfg') || '{}'); } catch { return {}; } } function saveCfg(cfg) { GM_setValue('az_cfg', JSON.stringify(cfg)); } /** 设置弹窗 */ function showSettings() { const cfg = loadCfg(); const ov = document.createElement('div'); ov.className = 'az-overlay'; ov.innerHTML = '' + '
' + '

⚙️ AI 分析配置

' + '
' + '
' + '
' + '
' + '
' + '
' + '
' + '' + '' + '
' + '
'; document.body.appendChild(ov); ov.querySelector('#az-dlg-save').addEventListener('click', () => { saveCfg({ apiKey: ov.querySelector('#az-sk').value.trim(), apiUrl: ov.querySelector('#az-url').value.trim(), model: ov.querySelector('#az-model').value.trim(), }); ov.remove(); // 保存后刷新面板并启动预取 if (S.phase === 'idle') { prefetchAll(); } else if (S.phase === 'ready' && !aiRunning) { processAIQueue(); } updatePanel(); }); ov.querySelector('#az-dlg-cancel').addEventListener('click', () => ov.remove()); ov.addEventListener('click', e => { if (e.target === ov) ov.remove(); }); } // ================================================================ // 事件监听：捕获 Allure 用例点击 // ================================================================ function listenCaseClick() { document.addEventListener('click', e => { const el = e.target.closest('[data-uid]') || e.target.closest('.tree-node,[class*="tree-node"],[class*="treeItem"],[class*="tree-item"]'); if (!el) return; // 判断是否失败用例 const cls = (el.className || '') + ' ' + (el.innerHTML || '').substring(0, 500); const isFailed = /failed|broken|icon--failed|icon--broken/.test(cls); if (!isFailed) return; const uid = el.getAttribute('data-uid') || el.querySelector('[data-uid]')?.getAttribute('data-uid'); if (!uid) { // 从 hash 中提取 uid setTimeout(() => { const m = window.location.hash.match(/\/([0-9a-f]{16,})\/?$/); if (m && S.failedCases.some(c => c.uid === m[1])) { S.currentUid = m[1]; prioritizeAnalysis(m[1]); updatePanel(); if (S.panelMinimized) toggleMin(); } }, 500); return; } if (!S.failedCases.some(c => c.uid === uid)) return; S.currentUid = uid; prioritizeAnalysis(uid); updatePanel(); if (S.panelMinimized) toggleMin(); }, true); } // ================================================================ // 启动 // ================================================================ function init() { if (!/\/allure[\/#]/i.test(window.location.pathname + window.location.hash)) return; console.log('[Allure分析助手] v1.0.0 启动'); createPanel(); listenCaseClick(); // 检查 API Key const cfg = loadCfg(); if (!cfg.apiKey) { bodyEl.innerHTML = '
⚙️
' + '
请先配置 AI API Key
' + '
'; document.getElementById('az-first-cfg').addEventListener('click', showSettings); return; } prefetchAll(); } if (document.readyState === 'loading') { document.addEventListener('DOMContentLoaded', init); } else { init(); } // 全局调试 window.allureAnalyzer = { reset: () => { S.cache.clear(); S.phase = 'idle'; S.currentUid = null; prefetchAll(); }, state: () => S, }; })();