import { writeFileSync } from "node:fs"; const cdpPort = process.env.CDP_PORT ?? "9224"; const baseUrl = process.env.SITE_URL ?? "http://127.0.0.1:4323"; const pages = await fetch(`http://127.0.0.1:${cdpPort}/json/list`).then((response) => response.json()); const page = pages.find((entry) => entry.type === "page"); if (!page) throw new Error(`CDP ${cdpPort} 没有可用页面`); const socket = new WebSocket(page.webSocketDebuggerUrl); await new Promise((resolve, reject) => { socket.addEventListener("open", resolve, { once: true }); socket.addEventListener("error", reject, { once: true }); }); let nextId = 0; const pending = new Map(); const exceptions = []; socket.addEventListener("message", (event) => { const message = JSON.parse(event.data); if (message.id && pending.has(message.id)) { const { resolve, reject } = pending.get(message.id); pending.delete(message.id); if (message.error) reject(new Error(message.error.message)); else resolve(message.result); } if (message.method === "Runtime.exceptionThrown") { exceptions.push(message.params.exceptionDetails.exception?.description ?? message.params.exceptionDetails.text); } }); const command = (method, params = {}) => new Promise((resolve, reject) => { const id = ++nextId; pending.set(id, { resolve, reject }); socket.send(JSON.stringify({ id, method, params })); }); const pause = (milliseconds) => new Promise((resolve) => setTimeout(resolve, milliseconds)); const evaluate = async (expression) => { const result = await command("Runtime.evaluate", { expression, returnByValue: true, awaitPromise: true }); if (result.exceptionDetails) throw new Error(result.exceptionDetails.exception?.description ?? result.exceptionDetails.text); return result.result.value; }; const navigate = async (path) => { await command("Page.navigate", { url: `${baseUrl}${path}` }); for (let attempt = 0; attempt < 70; attempt += 1) { await pause(100); if (await evaluate("document.readyState === 'complete'")) return; } throw new Error(`${path} 加载超时`); }; const screenshot = async (path, full = false) => { const params = { format: "png", captureBeyondViewport: full }; if (full) { const metrics = await command("Page.getLayoutMetrics"); params.clip = { x: 0, y: 0, width: metrics.cssContentSize.width, height: metrics.cssContentSize.height, scale: 1, }; } const result = await command("Page.captureScreenshot", params); writeFileSync(path, Buffer.from(result.data, "base64")); }; await command("Page.enable"); await command("Runtime.enable"); await command("Emulation.setDeviceMetricsOverride", { width: 1440, height: 1100, deviceScaleFactor: 1, mobile: false, }); await navigate("/post-training/alignment/"); await screenshot("/tmp/llm-atlas-alignment-desktop.png"); const overview = await evaluate(`(() => ({ title: document.querySelector("h1")?.textContent.trim(), sections: document.querySelectorAll(".article-section").length, tocLinks: document.querySelectorAll(".side-rail a").length, paperLinks: document.querySelectorAll(".paper-chain a").length, labTabs: document.querySelectorAll("[data-alignment-tab]").length, labPanels: document.querySelectorAll("[data-alignment-panel]").length, navLinks: document.querySelectorAll(".top-nav a").length, documentOverflow: document.documentElement.scrollWidth - document.documentElement.clientWidth, }))()`); const sft = await evaluate(`(() => { const root = document.querySelector("[data-alignment-lab]"); const read = () => ({ active: root.querySelector("[data-sft-active]").textContent.trim(), nll: root.querySelector("[data-sft-nll]").textContent.trim(), reading: root.querySelector("[data-sft-reading]").textContent.trim(), lossStates: [...root.querySelectorAll("[data-sft-loss]")].map((node) => node.textContent.trim()), }); const initial = read(); root.querySelector('[data-sft-mask="all"]').click(); const quality = root.querySelector("[data-sft-quality]"); quality.value = "unsafe"; quality.dispatchEvent(new Event("change", { bubbles: true })); return { initial, unsafeAll: read() }; })()`); const preference = await evaluate(`(() => { const root = document.querySelector("[data-alignment-lab]"); root.querySelector('[data-alignment-tab="preference"]').click(); root.querySelector('[data-pref-preset="bothbad"]').click(); return { rewardA: root.querySelector('[data-reward="a"]').textContent.trim(), rewardB: root.querySelector('[data-reward="b"]').textContent.trim(), probability: root.querySelector("[data-pref-probability]").textContent.trim(), reading: root.querySelector("[data-pref-reading]").textContent.trim(), visiblePanel: root.querySelector("[data-alignment-panel]:not([hidden])").dataset.alignmentPanel, }; })()`); const update = await evaluate(`(() => { const root = document.querySelector("[data-alignment-lab]"); root.querySelector('[data-alignment-tab="update"]').click(); root.querySelector('[data-update-method="dpo"]').click(); const stale = root.querySelector("[data-update-stale]"); stale.value = "85"; stale.dispatchEvent(new Event("input", { bubbles: true })); return { models: root.querySelector("[data-update-models]").textContent.trim(), regime: root.querySelector("[data-update-regime]").textContent.trim(), equation: root.querySelector("[data-update-equation]").textContent.trim(), reading: root.querySelector("[data-update-reading]").textContent.trim(), steps: [...root.querySelectorAll("[data-update-step]")].map((node) => node.textContent.trim()), }; })()`); const recipe = await evaluate(`(() => { const root = document.querySelector("[data-alignment-lab]"); root.querySelector('[data-alignment-tab="recipe"]').click(); root.querySelector('[data-recipe-id="k3"]').click(); const selected = { family: root.querySelector("[data-recipe-family]").textContent.trim(), regime: root.querySelector("[data-recipe-regime]").textContent.trim(), constraints: root.querySelector("[data-recipe-constraints]").textContent.trim(), path: [...root.querySelectorAll("[data-recipe-step]")].map((node) => node.textContent.trim()), risk: root.querySelector("[data-recipe-risk]").textContent.trim(), }; const firstTab = root.querySelector('[data-alignment-tab="sft"]'); firstTab.focus(); firstTab.dispatchEvent(new KeyboardEvent("keydown", { key: "End", bubbles: true })); return { ...selected, keyboardSelected: root.querySelector('[data-alignment-tab][aria-selected="true"]').dataset.alignmentTab, keyboardVisible: root.querySelector("[data-alignment-panel]:not([hidden])").dataset.alignmentPanel, }; })()`); await evaluate(`document.querySelector("[data-alignment-lab]").scrollIntoView({ block: "start", behavior: "instant" })`); await pause(180); await screenshot("/tmp/llm-atlas-alignment-lab-desktop.png"); await navigate("/"); const home = await evaluate(`(() => ({ releaseCards: document.querySelectorAll(".release-card").length, firstRelease: document.querySelector(".release-card h2").textContent.trim(), firstHref: document.querySelector(".release-card").getAttribute("href"), paperCount: document.querySelector(".hero-stats div:nth-child(3) b").textContent.trim(), navLinks: document.querySelectorAll(".top-nav a").length, }))()`); await navigate("/papers/"); const papers = await evaluate(`(() => { const button = [...document.querySelectorAll("[data-filter]")].find((node) => node.textContent.includes("后训练")); button?.click(); return { total: document.querySelectorAll("[data-paper]").length, alignmentVisible: document.querySelectorAll("[data-paper]:not([hidden])").length, hasAlignmentFilter: Boolean(button), }; })()`); await command("Emulation.setDeviceMetricsOverride", { width: 390, height: 844, deviceScaleFactor: 1, mobile: true, }); await navigate("/post-training/alignment/"); const mobile = await evaluate(`(() => { const root = document.querySelector("[data-alignment-lab]"); root.scrollIntoView({ block: "start", behavior: "instant" }); const toggle = document.querySelector("#menu-toggle"); toggle?.click(); return { documentOverflow: document.documentElement.scrollWidth - document.documentElement.clientWidth, menuVisible: getComputedStyle(toggle).display !== "none", menuOpen: toggle.getAttribute("aria-expanded"), mobileLinks: document.querySelectorAll("#mobile-nav a").length, tabs: root.querySelectorAll("[data-alignment-tab]").length, offenders: [...document.querySelectorAll("body *")] .filter((node) => node.getBoundingClientRect().right > document.documentElement.clientWidth + 1) .slice(0, 12) .map((node) => ({ tag: node.tagName, className: typeof node.className === "string" ? node.className : "", right: Math.round(node.getBoundingClientRect().right), width: Math.round(node.getBoundingClientRect().width), })), }; })()`); await pause(180); await screenshot("/tmp/llm-atlas-alignment-mobile.png"); const report = { overview, sft, preference, update, recipe, home, papers, mobile, exceptions }; console.log(JSON.stringify(report, null, 2)); const numeric = (value) => Number.parseFloat(value); const failures = []; if (!overview.title.includes("真正与人协作")) failures.push("章节标题异常"); if (overview.sections !== 22 || overview.tocLinks !== 22) failures.push("章节/目录数量异常"); if (overview.paperLinks !== 44) failures.push("正式论文链不是 44 个节点"); if (overview.labTabs !== 4 || overview.labPanels !== 4) failures.push("四联实验结构异常"); if (overview.navLinks !== 15 || home.navLinks !== 15 || mobile.mobileLinks !== 15) failures.push("全站导航未同步后训练专题"); if (overview.documentOverflow > 1 || mobile.documentOverflow > 1) failures.push("桌面或移动端存在横向溢出"); if (sft.initial.active !== "6 / 10" || !sft.initial.lossStates.slice(0, 4).every((value) => value === "MASKED")) failures.push("SFT response-only mask 异常"); if (sft.unsafeAll.active !== "10 / 10" || numeric(sft.unsafeAll.nll) <= numeric(sft.initial.nll) || !sft.unsafeAll.reading.includes("错误")) failures.push("SFT 全序列/坏示范交互异常"); if (numeric(preference.rewardA) >= 0 || numeric(preference.rewardB) >= 0 || !preference.reading.includes("两坏") || preference.visiblePanel !== "preference") failures.push("both-bad 偏好实验异常"); if (update.models !== "2" || update.regime !== "OFFLINE" || !update.equation.includes("Δlog") || !update.reading.includes("旧候选")) failures.push("DPO / 陈旧分布实验异常"); if (!update.steps[0].includes("Fixed preference")) failures.push("DPO 更新流程没有切换"); if (!recipe.family.includes("Multi-effort") || !recipe.regime.includes("9 RL experts") || !recipe.constraints.includes("verbosity")) failures.push("K3 配方合同异常"); if (!recipe.path.some((step) => step.includes("3 domains × 3 efforts")) || !recipe.path.some((step) => step.includes("MOPD"))) failures.push("K3 配方路径异常"); if (recipe.keyboardSelected !== "recipe" || recipe.keyboardVisible !== "recipe") failures.push("实验 tab 键盘导航异常"); if (home.releaseCards !== 10 || !home.firstRelease.includes("DPO 没有") || home.firstHref !== "/post-training/alignment/") failures.push("首页 Alignment 首发入口异常"); if (home.paperCount !== "280" || papers.total !== 280 || !papers.hasAlignmentFilter || papers.alignmentVisible < 35) failures.push("论文库后训练标签或论文总数异常"); if (!mobile.menuVisible || mobile.menuOpen !== "true" || mobile.tabs !== 4) failures.push("移动端导航或实验异常"); if (exceptions.length) failures.push(`浏览器异常:${exceptions.join(" | ")}`); if (failures.length) { console.error(`\nFAIL\n- ${failures.join("\n- ")}`); process.exitCode = 1; } else { console.log("\nPASS alignment browser regression"); } socket.close();