import { writeFileSync } from "node:fs"; const cdpPort = process.env.CDP_PORT ?? "9227"; const baseUrl = process.env.SITE_URL ?? "http://127.0.0.1:4327"; 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) => { const result = await command("Page.captureScreenshot", { format: "png", captureBeyondViewport: false }); 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("/systems/inference/"); await screenshot("/tmp/llm-atlas-inference-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-is-tab]").length, labPanels: document.querySelectorAll("[data-is-panel]").length, ledgers: document.querySelectorAll(".ledger-grid > article").length, navLinks: document.querySelectorAll(".top-nav a").length, documentOverflow: document.documentElement.scrollWidth - document.documentElement.clientWidth, }))()`); const memory = await evaluate(`(() => { const root = document.querySelector("[data-inference-lab]"); const read = () => ({ weight: root.querySelector("[data-memory-weight]").textContent.trim(), perToken: root.querySelector("[data-memory-kv-token]").textContent.trim(), request: root.querySelector("[data-memory-request]").textContent.trim(), active: root.querySelector("[data-memory-active]").textContent.trim(), fit: root.querySelector("[data-memory-fit]").textContent.trim(), status: root.querySelector("[data-memory-status]").textContent.trim(), note: root.querySelector("[data-memory-note]").textContent.trim(), visible: root.querySelector("[data-is-panel]:not([hidden])").dataset.isPanel, }); const initial = read(); root.querySelector('[data-memory-preset="mha"]').click(); const params = root.querySelector("[data-memory-params]"); const context = root.querySelector("[data-memory-context]"); const concurrency = root.querySelector("[data-memory-concurrency]"); params.value = "671"; params.dispatchEvent(new Event("input", { bubbles: true })); context.value = "131072"; context.dispatchEvent(new Event("input", { bubbles: true })); concurrency.value = "32"; concurrency.dispatchEvent(new Event("input", { bubbles: true })); const exploded = read(); root.querySelector('[data-memory-preset="k3"]').click(); const k3 = read(); return { initial, exploded, k3 }; })()`); const phase = await evaluate(`(() => { const root = document.querySelector("[data-inference-lab]"); root.querySelector('[data-is-tab="phase"]').click(); const read = () => ({ ttft: root.querySelector("[data-phase-ttft]").textContent.trim(), tpot: root.querySelector("[data-phase-tpot]").textContent.trim(), goodput: root.querySelector("[data-phase-goodput]").textContent.trim(), stall: root.querySelector("[data-phase-stall]").textContent.trim(), bottleneck: root.querySelector("[data-phase-bottleneck]").textContent.trim(), status: root.querySelector("[data-phase-status]").textContent.trim(), }); const staticBatch = read(); root.querySelector('[data-phase-strategy="chunked"]').click(); const chunked = read(); root.querySelector('[data-phase-strategy="pd"]').click(); const network = root.querySelector("[data-phase-network]"); network.value = "25"; network.dispatchEvent(new Event("input", { bubbles: true })); const slowPd = read(); return { staticBatch, chunked, slowPd }; })()`); const speculative = await evaluate(`(() => { const root = document.querySelector("[data-inference-lab]"); root.querySelector('[data-is-tab="speculative"]').click(); const read = () => ({ expected: root.querySelector("[data-spec-expected]").textContent.trim(), speedup: root.querySelector("[data-spec-speedup]").textContent.trim(), waste: root.querySelector("[data-spec-waste]").textContent.trim(), status: root.querySelector("[data-spec-status]").textContent.trim(), evidence: root.querySelector("[data-spec-evidence]").textContent.trim(), tokens: root.querySelectorAll("[data-spec-strip] i").length, }); const k3 = read(); const acceptance = root.querySelector("[data-spec-a]"); acceptance.value = "20"; acceptance.dispatchEvent(new Event("input", { bubbles: true })); const lowAcceptance = read(); return { k3, lowAcceptance }; })()`); const fleet = await evaluate(`(() => { const root = document.querySelector("[data-inference-lab]"); root.querySelector('[data-is-tab="fleet"]').click(); root.querySelector("[data-fleet-k3]").click(); const read = () => ({ avoided: root.querySelector("[data-fleet-avoided]").textContent.trim(), skew: root.querySelector("[data-fleet-skew]").textContent.trim(), recompute: root.querySelector("[data-fleet-recompute]").textContent.trim(), admitted: root.querySelector("[data-fleet-admitted]").textContent.trim(), rejected: root.querySelector("[data-fleet-rejected]").textContent.trim(), shortSlo: root.querySelector("[data-fleet-short-slo]").textContent.trim(), state: root.querySelector("[data-fleet-state]").textContent.trim(), }); const k3 = read(); const failure = root.querySelector("[data-fleet-failure]"); failure.checked = true; failure.dispatchEvent(new Event("input", { bubbles: true })); const failed = read(); failure.checked = false; failure.dispatchEvent(new Event("input", { bubbles: true })); const admission = root.querySelector("[data-fleet-admission]"); const burst = root.querySelector("[data-fleet-burst]"); admission.value = "average"; admission.dispatchEvent(new Event("input", { bubbles: true })); burst.value = "100"; burst.dispatchEvent(new Event("input", { bubbles: true })); const bursty = read(); const firstTab = root.querySelector('[data-is-tab="memory"]'); firstTab.focus(); firstTab.dispatchEvent(new KeyboardEvent("keydown", { key: "ArrowRight", bubbles: true })); return { k3, failed, bursty, keyboardSelected: root.querySelector('[data-is-tab][aria-selected="true"]').dataset.isTab, keyboardVisible: root.querySelector("[data-is-panel]:not([hidden])").dataset.isPanel, }; })()`); await evaluate(`document.querySelector("[data-inference-lab]").scrollIntoView({ block: "start", behavior: "instant" })`); await pause(180); await screenshot("/tmp/llm-atlas-inference-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.trim() === "推理服务"); button?.click(); return { total: document.querySelectorAll("[data-paper]").length, visible: document.querySelectorAll("[data-paper]:not([hidden])").length, hasFilter: Boolean(button), }; })()`); await command("Emulation.setDeviceMetricsOverride", { width: 390, height: 844, deviceScaleFactor: 1, mobile: true, }); await navigate("/systems/inference/"); const mobile = await evaluate(`(() => { const root = document.querySelector("[data-inference-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-is-tab]").length, offenders: [...document.querySelectorAll("body *")] .filter((node) => !node.closest(".chunk-schedule, .formula, .paper-chain, .scheduler-board")) .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-inference-mobile.png"); const report = { overview, memory, phase, speculative, fleet, home, papers, mobile, exceptions }; console.log(JSON.stringify(report, null, 2)); const numeric = (value) => Number.parseFloat(value.replaceAll(",", "")); const failures = []; if (!overview.title.includes("千万人用得起")) failures.push("章节标题异常"); if (overview.sections !== 31 || overview.tocLinks !== 31) failures.push("章节/目录数量异常"); if (overview.paperLinks !== 62) failures.push("正式论文链不是 62 个节点"); if (overview.ledgers !== 18) failures.push("十八本服务账结构异常"); if (overview.labTabs !== 4 || overview.labPanels !== 4) failures.push("四联实验结构异常"); if (overview.navLinks !== 18 || home.navLinks !== 18 || mobile.mobileLinks !== 18) failures.push("全站导航未同步推理服务专题"); if (overview.documentOverflow > 1 || mobile.documentOverflow > 1) failures.push("桌面或移动端存在横向溢出"); if (!memory.initial.weight.includes("32.6") || !memory.initial.perToken.includes("128") || memory.initial.visible !== "memory") failures.push("GQA 默认显存账异常"); if (!memory.exploded.status.includes("OOM") || !memory.exploded.fit.includes("over")) failures.push("极端 MHA 配置没有触发 OOM"); if (!memory.k3.note.includes("69") || !memory.k3.note.includes("24") || !memory.k3.note.includes("未伪造")) failures.push("K3 混合状态证据边界异常"); if (numeric(phase.chunked.stall) >= numeric(phase.staticBatch.stall) || numeric(phase.chunked.tpot) >= numeric(phase.staticBatch.tpot)) failures.push("Chunked prefill 没有降低教学 stall / TPOT"); if (!phase.slowPd.bottleneck.includes("慢网络") || !phase.slowPd.bottleneck.includes("KV")) failures.push("慢网络没有暴露 P/D 状态传输瓶颈"); if (numeric(speculative.k3.speedup) <= 1 || speculative.k3.tokens !== 8 || !speculative.k3.evidence.includes("7 步")) failures.push("K3 7-step 推测预设异常"); if (speculative.lowAcceptance.status !== "NO GAIN" || numeric(speculative.lowAcceptance.speedup) >= 1) failures.push("低验收率没有触发负加速"); if (!fleet.k3.avoided.includes("320K") || fleet.k3.shortSlo !== "PROTECTED") failures.push("K3 coding trace 缓存 / 准入预设异常"); if (!fleet.failed.state.includes("SECONDARY RE-PREFILL") || !fleet.failed.recompute.includes("FAILED PRIMARY")) failures.push("缓存故障没有触发原子失效后的重算"); if (fleet.bursty.shortSlo !== "VIOLATED") failures.push("平均并发阈值没有暴露长请求突发"); if (fleet.keyboardSelected !== "phase" || fleet.keyboardVisible !== "phase") failures.push("实验键盘 tab 导航异常"); if (home.releaseCards !== 13 || !home.firstRelease.includes("推理优化") || home.firstHref !== "/systems/inference/") failures.push("首页推理服务首发入口异常"); if (home.paperCount !== "400" || papers.total !== 400 || !papers.hasFilter || papers.visible !== 45) failures.push("论文库推理服务标签或总数异常"); if (!mobile.menuVisible || mobile.menuOpen !== "true" || mobile.tabs !== 4) failures.push("移动端导航或实验异常"); if (mobile.offenders.length) failures.push(`移动端越界元素:${JSON.stringify(mobile.offenders)}`); if (exceptions.length) failures.push(`浏览器异常:${exceptions.join(" | ")}`); if (failures.length) { console.error(`\nFAIL\n- ${failures.join("\n- ")}`); process.exitCode = 1; } else { console.log("\nPASS inference serving browser regression"); } socket.close();